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Sancho-Cantus D, Cubero-Plazas L, Privado J, García-Iturrospe EJA, Cañabate Ros M, Navarro-Illana E, Ortí JEDLR. Spanish adaptation and validation of the ALS Depression Inventory-12 (ADI-12) in patients with Amyotrophic Lateral Sclerosis. Arch Med Res 2024; 55:102936. [PMID: 38141272 DOI: 10.1016/j.arcmed.2023.102936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 11/08/2023] [Accepted: 12/12/2023] [Indexed: 12/25/2023]
Abstract
BACKGROUND Patients with Amyotrophic Lateral Sclerosis (ALS) have a higher prevalence of mood disorders, including depression, than the general population. Non-specific measurement instruments have been used to evaluate depression in these patients, which complicates accurate diagnosis. The ALS Depression Inventory (ADI-12) exclusively assesses depressive symptoms in patients with ALS. AIM To adapt and validate the ADI-12 in a Spanish sample. METHODS A selective design was used with 74 patients with ALS, using the ADI-12 questionnaire. The original instrument was translated and back-translated into Spanish. The internal structure, temporal stability, convergent, and discriminant validity of the instrument were analyzed. RESULTS Two confirmatory models showed internal validity (p = 0.502 for the one-factor model, p = 0.507 for the two-factor model). The Cronbach's alpha (0.900 in the first measurement and 0.889 in the second one) indicated a high internal consistency of the test. The Pearson correlation (0.90) indicated high temporal stability. In terms of convergent validity, the ADI-12 showed moderate correlations with the Beck Anxiety Inventory (BAI) (0.51-0.58), and low correlations with time since ALS diagnosis (-0.26 to -0.27). LIMITATIONS The main limitation of the present study was the small sample size. CONCLUSIONS The ADI-12 is fitted to a single general factor of depression, and the scale shows high internal consistency and high temporal stability, therefore, its use is recommended for the diagnosis of depression in patients with ALS.
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Affiliation(s)
| | | | - Jesús Privado
- Department of Methodology of Behavioral Sciences, Universidad Complutense de Madrid, Campus de Somosaguas, Pozuelo de Alarcón, Madrid, Spain
| | - Eduardo Jesús Aguilar García-Iturrospe
- Hospital Clínico Universitario de Valencia, Valencia, Spain; Fundación Investigación Hospital Clínico de Valencia, INCLIVA, Valencia, Spain; Department of Medicine, University of Valencia, Valencia, Spain. CIBERSAM: Spanish National Network for Research in Mental Health, Madrid, Spain
| | - Montserrat Cañabate Ros
- Department of Nursing, Catholic University of Valencia, Valencia, Spain; Hospital Clínico Universitario de Valencia, Valencia, Spain; Fundación Investigación Hospital Clínico de Valencia, INCLIVA, Valencia, Spain; Department of Medicine, University of Valencia, Valencia, Spain. CIBERSAM: Spanish National Network for Research in Mental Health, Madrid, Spain
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Butera KA, Gustavson AM, Forster JE, Malone D, Stevens-Lapsley JE. Admission Cognition and Function Predict Change in Physical Function Following Skilled Nursing Rehabilitation. J Am Med Dir Assoc 2024; 25:17-23. [PMID: 37863110 PMCID: PMC10872438 DOI: 10.1016/j.jamda.2023.09.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Revised: 07/04/2023] [Accepted: 09/12/2023] [Indexed: 10/22/2023]
Abstract
OBJECTIVES Many older adults are discharged from skilled nursing facilities (SNFs) at functional levels below those needed for safe, independent home and community mobility. There is limited evidence explaining this insufficient recovery. The purpose of this secondary analysis was to determine predictors of physical function change following SNF rehabilitation. DESIGN Secondary analysis of a prospective observational cohort study. SETTING AND PARTICIPANTS Across 4 SNFs, data were collected from 698 adults admitted for physical rehabilitation following an acute hospitalization. METHODS Physical function recovery was evaluated as change from admission to discharge in Short Physical Performance Battery (SPPB) scores (N = 698) and gait speed (n = 444). Demographic and clinical characteristics collected at admission served as potential predictors of physical function change. Following imputation, a standardized model selection estimator was calculated for predictors per physical function outcome. Predictor estimates and 95% CIs were calculated for each outcome model. RESULTS Higher cognitive scores [standardized β (βSTD) = 0.11, 95% CI: 0.0004, 0.20] and higher activities of daily living (ADL) independence at admission (βSTD = 0.22, 95% CI: 0.05, 0.34) predicted greater SPPB change; higher SPPB scores at admission (βSTD = -0.26, 95% CI: -0.35, -0.14) predicted smaller SPPB change. Higher ADL independence at admission (βSTD = 0.17, 95% CI: 0.01, 0.37) predicted greater gait speed change; faster gait speed at admission (βSTD = -0.30, 95% CI: -0.44, -0.15) predicted smaller gait speed change. CONCLUSIONS AND IMPLICATIONS Admission cognition, ADL independence, and physical function predicted physical function change following post-hospitalization rehabilitation. Inverse findings for admission physical function and ADL independence predictors suggest independence with ADL is not necessarily aligned with mobility-related function. Findings highlight that functional recovery is multifactorial and requires comprehensive assessment throughout SNF rehabilitation.
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Affiliation(s)
- Katie A Butera
- Physical Therapy Program, Department of Physical Medicine and Rehabilitation, University of Colorado, Aurora, CO, USA; Department of Physical Therapy, University of Delaware, Newark, DE, USA
| | - Allison M Gustavson
- Center for Care Delivery and Outcome Delivery Center for Care Delivery & Outcomes Research, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, USA; Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Jeri E Forster
- Department of Physical Medicine and Rehabilitation, University of Colorado, Aurora, CO, USA; VA Rocky Mountain Mental Illness Research Education and Clinical Center, Aurora, CO, USA
| | - Daniel Malone
- Physical Therapy Program, Department of Physical Medicine and Rehabilitation, University of Colorado, Aurora, CO, USA
| | - Jennifer E Stevens-Lapsley
- Physical Therapy Program, Department of Physical Medicine and Rehabilitation, University of Colorado, Aurora, CO, USA; VA Eastern Colorado Geriatric Research, Education, and Clinical Center (GRECC), VA Eastern Colorado Health Care System, Aurora, CO, USA.
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103
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Malik S, Opara I, Lardier DT, Younger J, Greene RN. Young Adults at the National Epicenter of the COVID-19 Outbreak: Understanding the Impact and Future Challenges of Social Distancing on Mental Health Outcomes. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 21:33. [PMID: 38248498 PMCID: PMC10815492 DOI: 10.3390/ijerph21010033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 11/30/2023] [Accepted: 12/19/2023] [Indexed: 01/23/2024]
Abstract
OBJECTIVES To understand the role and future implications of social distancing on mental health and substance use in young adults between the ages of 18 and 35 living in high-disease-prevalent areas of New York. METHODS Participants completed a self-administered online survey through Qualtrics. RESULTS 43.9% of the sample met criteria for moderate or severe anxiety, and 53.1% of the sample met criteria for moderate to severe depression. 76.1% of the sample experienced both anxiety and depressive symptoms. Despite this, the rates of lifetime mental health diagnoses, treatment, and access to mental health services were low. Rates of depression and anxiety differed across socio-demographic variables (gender, income, sexuality, education, and insurance status). Experiencing severe symptoms of the COVID-19 virus, poor coping skills, loneliness, increased alcohol use, and sleep disturbances were linked to higher rates of depression, anxiety, or both. CONCLUSION As the first epicenter of COVID-19 in the United States, New York represents an important location for prevention researchers to learn about how COVID-19 affected a diverse population of young adults. It is essential that researchers and practitioners proactively develop early and appropriate interventions to address the ongoing mental health crisis and also plan for future crises.
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Affiliation(s)
- Sana Malik
- School of Social Welfare, Stony Brook University, Stony Brook, NY 11794, USA;
| | - Ijeoma Opara
- Department of Social & Behavioral Sciences, Yale School of Public Health, Yale University, New Haven, CT 06520, USA;
| | - David T. Lardier
- Department of Psychiatry and Behavioral Sciences, School of Medicine, The University of New Mexico, Albuquerque, NM 87131, USA;
| | - Jessica Younger
- School of Social Welfare, Stony Brook University, Stony Brook, NY 11794, USA;
| | - R. Neil Greene
- Center on Alcohol, Substance Use And Addiction (CASAA), University of New Mexico, Albuquerque, NM 87131, USA;
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Stephenson C, Jagayat J, Kumar A, Khamooshi P, Eadie J, Pannu A, Meartsi D, Danaee E, Gutierrez G, Khan F, Gizzarelli T, Patel C, Moghimi E, Yang M, Shirazi A, Omrani M, Patel A, Alavi N. Comparing clinical decision-making of AI technology to a multi-professional care team in an electronic cognitive behavioural therapy program for depression: protocol. Front Psychiatry 2023; 14:1220607. [PMID: 38188047 PMCID: PMC10768033 DOI: 10.3389/fpsyt.2023.1220607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 11/29/2023] [Indexed: 01/09/2024] Open
Abstract
Introduction Depression is a leading cause of disability worldwide, affecting up to 300 million people globally. Despite its high prevalence and debilitating effects, only one-third of patients newly diagnosed with depression initiate treatment. Electronic cognitive behavioural therapy (e-CBT) is an effective treatment for depression and is a feasible solution to make mental health care more accessible. Due to its online format, e-CBT can be combined with variable therapist engagement to address different care needs. Typically, a multi-professional care team determines which combination therapy most benefits the patient. However, this process can add to the costs of these programs. Artificial intelligence (AI) has been proposed to offset these costs. Methods This study is a double-blinded randomized controlled trial recruiting individuals experiencing depression. The degree of care intensity a participant will receive will be randomly decided by either: (1) a machine learning algorithm, or (2) an assessment made by a group of healthcare professionals. Subsequently, participants will receive depression-specific e-CBT treatment through the secure online platform. There will be three available intensities of therapist interaction: (1) e-CBT; (2) e-CBT with a 15-20-min phone/video call; and (3) e-CBT with pharmacotherapy. This approach aims to accurately allocate care tailored to each patient's needs, allowing for more efficient use of resources. Discussion Artificial intelligence and providing patients with varying intensities of care can increase the efficiency of mental health care services. This study aims to determine a cost-effective method to decrease depressive symptoms and increase treatment adherence to online psychotherapy by allocating the correct intensity of therapist care for individuals diagnosed with depression. This will be done by comparing a decision-making machine learning algorithm to a multi-professional care team. This approach aims to accurately allocate care tailored to each patient's needs, allowing for more efficient use of resources with the convergence of technologies and healthcare. Ethics The study received ethics approval and began participant recruitment in December 2022. Participant recruitment has been conducted through targeted advertisements and physician referrals. Complete data collection and analysis are expected to conclude by August 2024. Clinical trial registration ClinicalTrials.Gov, identifier NCT04747873.
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Affiliation(s)
- Callum Stephenson
- Department of Psychiatry, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
| | - Jasleen Jagayat
- Department of Psychiatry, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
- Centre for Neuroscience Studies, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
| | - Anchan Kumar
- Department of Psychiatry, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
| | - Paniz Khamooshi
- Department of Psychiatry, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
| | - Jazmin Eadie
- Department of Psychiatry, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
- Department of Psychology, Faculty of Arts and Sciences, Queen’s University, Kingston, ON, Canada
| | - Amrita Pannu
- Department of Psychiatry, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
| | - Dekel Meartsi
- Department of Psychiatry, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
| | - Eileen Danaee
- Department of Psychiatry, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
| | - Gilmar Gutierrez
- Department of Psychiatry, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
| | - Ferwa Khan
- Department of Psychiatry, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
| | - Tessa Gizzarelli
- Department of Psychiatry, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
| | - Charmy Patel
- Department of Psychiatry, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
| | - Elnaz Moghimi
- Department of Psychiatry, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
| | - Megan Yang
- Department of Psychiatry, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
| | | | - Mohsen Omrani
- Department of Psychiatry, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
- OPTT Inc., Toronto, ON, Canada
| | - Archana Patel
- Department of Psychiatry, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
| | - Nazanin Alavi
- Department of Psychiatry, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
- Centre for Neuroscience Studies, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
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105
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Butzer JF, Kozlowski AJ, Hern R, Gooch C. Randomized Trial of Two Exercise Programs to Increase Physical Activity and Health-Related Quality of Life for Persons With Spinal Cord Injury. Top Spinal Cord Inj Rehabil 2023; 29:51-60. [PMID: 38076491 PMCID: PMC10704219 DOI: 10.46292/sci22-00042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
Objectives To compare the effectiveness of two different interventions that promote physical activity in individuals with traumatic spinal cord injury (SCI) and determine the effect of relapse prevention. Methods A sequential, multiple assignment, randomized trial was conducted at a universally designed community-based exercise facility. Participants were individuals with traumatic SCI, >3 months post injury, levels C5 to T12, age ≥18 years (N = 79). After randomization, Bridge Program participants completed an 8-week personalized, less intense, exercise program informed by American College of Sports Medicine (ACSM) guidelines and supported with hands-on peer mentoring, exercise of choice, and caregiver training. Structured Exercise participants completed an 8-week program in a group format based on ACSM guidelines. After intervention, participants were randomized to receive or not receive relapse prevention for 6 months. The time and intensity of physical activity and psychological change in depression, anxiety, self-efficacy, and function were assessed with self-reported measures. Results Compared to baseline, physical activity increased post intervention for both the Bridge and Structured Exercise programs. Compared to baseline, participants in the Bridge Program recorded fewer anxiety symptoms. No significant changes were noted for either program in depressive symptoms, self-efficacy, or function. There was no difference in relapse prevention between the two groups at 6 months. Conclusions The Bridge Program, a novel personalized exercise program with peer support, exercise of choice, and caregiver training, and a structured exercise program both improved self-reported physical activity, but the Bridge Program also reduced anxiety symptoms. This study provides important insight into the limitations of commonly used measures of physical activity and psychosocial domains in people with SCI.
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Affiliation(s)
- John F. Butzer
- John F. Butzer Center for Research and Innovation, Mary Free Bed Rehabilitation Hospital, Grand Rapids, Michigan
- Division of Rehabilitation Michigan, State University-College of Human Medicine, Grand Rapids, Michigan
| | - Allan J Kozlowski
- John F. Butzer Center for Research and Innovation, Mary Free Bed Rehabilitation Hospital, Grand Rapids, Michigan
| | - Rachel Hern
- John F. Butzer Center for Research and Innovation, Mary Free Bed Rehabilitation Hospital, Grand Rapids, Michigan
- Department of Biostatistics, Grand Valley State University, Grand Rapids, Michigan
| | - Cally Gooch
- John F. Butzer Center for Research and Innovation, Mary Free Bed Rehabilitation Hospital, Grand Rapids, Michigan
- Department of Biostatistics, Grand Valley State University, Grand Rapids, Michigan
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106
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Bouchard K, Gareau A, Sztajerowska K, Greenman PS, Lalande K, Tulloch H. Better together: Relationship quality and mental health among cardiac patients and spouses. FAMILY PROCESS 2023; 62:1624-1639. [PMID: 36404415 DOI: 10.1111/famp.12836] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 10/11/2022] [Accepted: 10/19/2022] [Indexed: 06/16/2023]
Abstract
Reductions in marital relationship quality are pervasive post-cardiac event. It is not yet understood how relationship quality is linked to mental health outcomes in couples where one member has established cardiovascular disease (CVD) and the interdependence within dyads is seldom measured. This research is required as psychological distress has been independently linked to CVD incidence, morbidity, and mortality. This study assessed associations of relationship quality with depression and anxiety among patients with CVD and their spouses. Participants completed questionnaires measuring four dimensions of relationship quality and mental health. Data were analyzed using an Actor-Partner Interdependence Model with hierarchical moderation analyses. 181 dyads (N = 362 participants) comprised the study sample. Most patients had coronary artery disease (66.3%) and 25.9% were female. Patients reported higher relationship satisfaction and fewer anxiety symptoms than did spouses. Patients and spouses with high dyadic consensus and affectional expression reported fewer mental health symptoms, but only when the other partner also perceived high levels of consensus and affectional expression in the relationship. Patients and spouses with low dyadic cohesion reported worse mental health symptoms (actor effects), but those effects were no longer significant when both the patient and the spouse appraised the relationship as having high levels of dyadic cohesion. Taken together, relationship quality is linked to mental health symptoms in patients with CVD and their spouses. Longitudinal and experimental studies are now warranted to further substantiate the cross-sectional findings of this study.
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Affiliation(s)
- Karen Bouchard
- University of Ottawa Heart Institute, Ottawa, Ontario, Canada
- University of Ottawa, Ottawa, Ontario, Canada
| | | | | | - Paul S Greenman
- Université du Québec en Outaouais, Gatineau, Québec City, Canada
| | | | - Heather Tulloch
- University of Ottawa Heart Institute, Ottawa, Ontario, Canada
- University of Ottawa, Ottawa, Ontario, Canada
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107
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Owsiany MT, Fenstermacher EA, Edelstein BA. Burnout and Depression Among Sandwich Generation Caregivers: A Brief Report. Int J Aging Hum Dev 2023; 97:425-434. [PMID: 37312495 DOI: 10.1177/00914150231183137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Twenty-nine percent of adults in the U.S. care for children, and 12% to 24.3% of those adults are multigenerational caregivers who also provide unpaid care for one or more adults. These adults are considered members of the "sandwich generation," which is a term for multigenerational caregivers who provide care, financial support, and emotional support for both their children and parents. The present study characterized the sandwich generation and examined how sandwich generation caregivers differed from caregivers of children, caregivers of parents, and non-caregivers regarding burnout and depression. We found that sandwich generation caregivers and caregivers of parents reported significantly higher levels of informal caregiving burnout than caregivers of children. Compared to non-caregivers, all caregivers reported significantly higher levels of personal burnout. Burnout is higher in sandwich generation caregivers and those who care for parents than burnout among those who care only for children. Future studies should investigate additional variables that affect burnout.
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Affiliation(s)
| | | | - Barry A Edelstein
- Department of Psychology, West Virginia University, Morgantown, WV, USA
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108
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Ward EJ, Fragala MS, Birse CE, Hawrilenko M, Smolka C, Ambwani G, Brown M, Krystal JH, Corlett PR, Chekroud A. Assessing the impact of a comprehensive mental health program on frontline health service workers. PLoS One 2023; 18:e0294414. [PMID: 37988363 PMCID: PMC10662717 DOI: 10.1371/journal.pone.0294414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 10/31/2023] [Indexed: 11/23/2023] Open
Abstract
Mental health issues are a growing concern in the workplace, linked to negative outcomes including reduced productivity, increased absenteeism, and increased turnover. Employer-sponsored mental health benefits that are accessible and proactive may help address these concerns. The aim of this retrospective cohort study was to evaluate the impact of a digital mental health benefit (Spring Health) on frontline healthcare service workers' clinical and workplace outcomes. The benefit was sponsored by a national health services company from 2021-2022 and included mental health screening, care navigation, psychotherapy and/or medication management. We hypothesized program use would be associated with improvements in depression and anxiety symptoms, and increased productivity and retention. Participants were employees enrolled in the benefit program, had at least moderate anxiety or depression, at least 1 treatment appointment, and at least 2 outcome assessments. Clinical improvement measures were PHQ-9 scale (range, 0-27) for depression and GAD-7 scale (range, 0-21) for anxiety; workplace measures were employee retention and the Sheehan Disability Scale (SDS) for functional impairment. A total of 686 participants were included. Participants using the mental health benefit had a 5.60 point (95% CI, 4.40-6.79, d = 1.28) reduction in depression and a 5.48 point (95% CI, 3.88-7.08, d = 1.64) reduction in anxiety across 6 months. 69.9% (95% CI, 61.8%-78.1%) of participants reliably improved (≥5 point change) and 84.1% (95% CI, 78.2%-90.1%) achieved reliable improvement or recovery (<10 points). Participants reported 0.70 (95% CI, 0.26-1.14) fewer workdays per week impacted by mental health issues, corresponding to $3,491 (95% CI, $1305-$5677) salary savings at approximately federal median wage ($50,000). Furthermore, employees using the benefit were retained at 1.58 (95% CI, 1.4-1.76) times the rate of those who did not. Overall, this evaluation suggests that accessible, proactive, and comprehensive mental health benefits for frontline health services workers can lead to positive clinical and workplace outcomes.
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Affiliation(s)
- Emily J. Ward
- Spring Health, New York, NY, United States of America
| | | | | | | | - Casey Smolka
- Spring Health, New York, NY, United States of America
| | - Geetu Ambwani
- Spring Health, New York, NY, United States of America
| | - Millard Brown
- Spring Health, New York, NY, United States of America
| | - John H. Krystal
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States of America
| | - Philip R. Corlett
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States of America
| | - Adam Chekroud
- Spring Health, New York, NY, United States of America
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States of America
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109
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Furman DJ, Hall SA, Avina C, Kulikov VN, Lake JI, Padmanabhan A. Assessing the Efficacy and Safety of a Digital Therapeutic for Symptoms of Depression in Adolescents: Protocol for a Randomized Controlled Trial. JMIR Res Protoc 2023; 12:e48740. [PMID: 37971800 PMCID: PMC10690536 DOI: 10.2196/48740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 09/23/2023] [Accepted: 09/27/2023] [Indexed: 11/19/2023] Open
Abstract
BACKGROUND Depression is a serious, prevalent, recurrent, and undertreated disorder in adolescents. Low levels of treatment seeking and treatment adherence in this age group, combined with a growing national crisis in access to mental health care, have increased efforts to identify effective treatment alternatives for this demographic. Digital health interventions for mental illness can provide cost-effective, engaging, and accessible means of delivering psychotherapy to adolescents. OBJECTIVE This protocol describes a virtual randomized controlled trial designed to evaluate the efficacy and safety of a self-guided, mobile app-based implementation of behavioral activation therapy, SparkRx, for the adjunct treatment of symptoms of depression in adolescents. METHODS Participants are recruited directly through web-based and print advertisements. Following eligibility screening and consenting, participants are randomly assigned to a treatment arm (SparkRx) or a control arm (assessment-enhanced usual care) for 5 weeks. The primary efficacy outcome, total score on the 8-item Patient Health Questionnaire (PHQ-8), is assessed at the end of the 5-week intervention period. Additional participant-reported outcomes are assessed at baseline, the postintervention time point, and 1-month follow-up. The safety of the intervention is assessed by participant report (and legal guardian report, if the participant is younger than 18 years) and by patterns of symptom deterioration on the PHQ-8, as part of a larger clinical safety monitoring protocol. The primary efficacy outcome, total PHQ-8 score at the postintervention time point, will be compared between SparkRx and enhanced usual care arms using mixed effect modeling, with baseline PHQ-8 and current antidepressant medication status included as covariates. Secondary efficacy outcomes, including the proportion of participants exhibiting treatment response, remission, and minimal clinically significant improvement (all derived from total PHQ-8 scores), will be compared between groups using chi-square tests. Symptom severity at 1-month follow-up will also be compared between arms. Planned subgroup analyses will examine the robustness of treatment effects to differences in baseline symptom severity (PHQ-8 score <15 or ≥ 15) and age (younger than 18 years and older than 18 years). The primary safety outcome, the number of psychiatric serious adverse events, will be compared between trial arms using the Fisher exact test. All other adverse events will be presented descriptively. RESULTS As of May 2023, enrollment into the study has concluded; 223 participants were randomized. The analysis of the efficacy and safety data is expected to be completed by Fall 2023. CONCLUSIONS We hypothesize that the results of this trial will support the efficacy and safety of SparkRx in attenuating symptoms of depression in adolescents. Positive results would more broadly support the prospect of using accessible, scientifically validated, digital therapeutics in the adjunct treatment of mental health disorders in this age range. TRIAL REGISTRATION ClinicalTrials.gov NCT05462652; https://clinicaltrials.gov/study/NCT05462652. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/48740.
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Affiliation(s)
- Daniella J Furman
- Limbix Health, Inc, San Francisco, CA, United States
- Big Health, Inc, San Francisco, CA, United States
| | - Shana A Hall
- Limbix Health, Inc, San Francisco, CA, United States
- Big Health, Inc, San Francisco, CA, United States
| | - Claudia Avina
- Limbix Health, Inc, San Francisco, CA, United States
| | | | - Jessica I Lake
- Limbix Health, Inc, San Francisco, CA, United States
- Big Health, Inc, San Francisco, CA, United States
| | - Aarthi Padmanabhan
- Limbix Health, Inc, San Francisco, CA, United States
- Big Health, Inc, San Francisco, CA, United States
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Nakanishi N, Liu K, Kawauchi A, Okamura M, Tanaka K, Katayama S, Mitani Y, Ota K, Taito S, Fudeyasu K, Masuka Y, Yoshihiro S, Utsumi S, Nishikimi M, Masuda M, Iida Y, Kawai Y, Hatakeyama J, Hifumi T, Unoki T, Kawakami D, Obata K, Katsukawa H, Sumita H, Morisawa T, Takahashi M, Tsuboi N, Kozu R, Takaki S, Haruna J, Fujinami Y, Nosaka N, Miyamoto K, Nakamura K, Kondo Y, Inoue S, Nishida O. Instruments to assess post-intensive care syndrome assessment: a scoping review and modified Delphi method study. Crit Care 2023; 27:430. [PMID: 37936249 PMCID: PMC10629074 DOI: 10.1186/s13054-023-04681-6] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 10/07/2023] [Indexed: 11/09/2023] Open
Abstract
BACKGROUND The assessment of post-intensive care syndrome (PICS) is challenging due to the numerous types of instruments. We herein attempted to identify and propose recommendations for instruments to assess PICS in intensive care unit (ICU) survivors. METHODS We conducted a scoping review to identify PICS follow-up studies at and after hospital discharge between 2014 and 2022. Assessment instruments used more than two times were included in the modified Delphi consensus process. A modified Delphi meeting was conducted three times by the PICS committee of the Japanese Society of Intensive Care Medicine, and each score was rated as not important (score: 1-3), important, but not critical (4-6), and critical (7-9). We included instruments with ≥ 70% of respondents rating critical and ≤ 15% of respondents rating not important. RESULTS In total, 6972 records were identified in this scoping review, and 754 studies were included in the analysis. After data extraction, 107 PICS assessment instruments were identified. The modified Delphi meeting reached 20 PICS assessment instrument recommendations: (1) in the physical domain: the 6-min walk test, MRC score, and grip strength, (2) in cognition: MoCA, MMSE, and SMQ, (3) in mental health: HADS, IES-R, and PHQ-9, (4) in the activities of daily living: the Barthel Index, IADL, and FIM, (5) in quality of life: SF-36, SF-12, EQ-5D-5L, 3L, and VAS (6), in sleep and pain: PSQI and Brief Pain Inventory, respectively, and (7) in the PICS-family domain: SF-36, HADS, and IES-R. CONCLUSION Based on a scoping review and the modified Delphi method, 20 PICS assessment instruments are recommended to assess physical, cognitive, mental health, activities of daily living, quality of life, sleep, and pain in ICU survivors and their families.
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Affiliation(s)
- Nobuto Nakanishi
- Division of Disaster and Emergency Medicine, Department of Surgery Related, Kobe University Graduate School of Medicine, 7-5-2 Kusunoki, Chuo-ward, Kobe, 650-0017, Japan
| | - Keibun Liu
- Critical Care Research Group, The Prince Charles Hospital, Brisbane, QLD, 4032, Australia
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, 4067, Australia
- Non-Profit Organization ICU Collaboration Network (ICON), Tokyo, 113-0033, Japan
| | - Akira Kawauchi
- Department of Critical Care and Emergency Medicine, Japanese Red Cross Maebashi Hospital, 389-1, Asakura-Machi, Maebashi-shi, Gunma, 371-0811, Japan
| | - Masatsugu Okamura
- Berlin Institute of Health Center for Regenerative Therapies (BCRT), Charité - Universitätsmedizin Berlin, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Kohei Tanaka
- Department of Rehabilitation Medicine, Osaka Police Hospital, 10-31 Kitayama, Tennouji, Osaka, 543-0035, Japan
| | - Sho Katayama
- Department of Rehabilitation Medicine, Okayama University Hospital, 2-5-1 Shikata, Kitaku, Okayama, 700-8558, Japan
| | - Yuki Mitani
- Department of Emergency and Critical Care Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Kohei Ota
- Department of Emergency and Critical Care Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Shunsuke Taito
- Division of Rehabilitation, Department of Clinical Practice and Support, Hiroshima University Hospital, Hiroshima, 734-8551, Japan
| | - Kenichi Fudeyasu
- Division of Rehabilitation, Department of Clinical Practice and Support, Hiroshima University Hospital, Hiroshima, 734-8551, Japan
| | - Yuki Masuka
- Department of Emergency and Critical Care Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Shodai Yoshihiro
- Department of Pharmaceutical Services, Hiroshima University Hospital, Hiroshima, 734-8551, Japan
| | - Shu Utsumi
- Department of Emergency and Critical Care Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Mitsuaki Nishikimi
- Department of Emergency and Critical Care Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Mamoru Masuda
- Department of Critical Care and Emergency Medicine, Japanese Red Cross Maebashi Hospital, 389-1, Asakura-Machi, Maebashi-shi, Gunma, 371-0811, Japan
| | - Yuki Iida
- Department of Physical Therapy, Toyohashi SOZO University School of Health Sciences, 20-1, Matsushita, Ushikawa, Toyohashi, 440-8511, Japan
| | - Yusuke Kawai
- Department of Nursing, Fujita Health University Hospital, 1-98 Dengakugakubo, Kutsukake-cho, Toyoake, Aichi, 470-1192, Japan
| | - Junji Hatakeyama
- Department of Emergency and Critical Care Medicine, Osaka Medical and Pharmaceutical University, 2-7, Daigaku-machi, Takatsuki, Osaka, 569-8686, Japan
| | - Toru Hifumi
- Department of Emergency and Critical Care Medicine, St. Luke's International Hospital, 9-1, Akashi-cho, Chuo-ku, Tokyo, 104-8560, Japan
| | - Takeshi Unoki
- Department of Acute and Critical Care Nursing, School of Nursing, Sapporo City University, Kita 11 Nishi 13, Chuo-ku, Sapporo, 060-0011, Japan
| | - Daisuke Kawakami
- Department of Intensive Care Medicine, Iizuka Hospital, 3-83, Yoshio-machi, Iizuka, Fukuoka, 820-8505, Japan
| | - Kengo Obata
- Department of Rehabilitation, Japanese Red Cross Okayama Hospital, 2-1-1 Aoe, Kita-ward, Okayama, 700-8607, Japan
| | - Hajime Katsukawa
- Department of Scientific Research, Japanese Society for Early Mobilization, 1-2-12, Kudan-kita, Chiyoda-ku, Tokyo, 102-0073, Japan
| | - Hidenori Sumita
- Clinic Sumita, 305-12, Minamiyamashinden, Ina-cho, Toyokawa, Aichi, 441-0105, Japan
| | - Tomoyuki Morisawa
- Department of Physical Therapy, Juntendo University, 2-1-1, Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
| | - Masahiro Takahashi
- Department of Rehabilitation, Sapporo General Hospital, Kita11-Nishi13, Chuou-ku, Sapporo, Hokkaido, 060-8604, Japan
| | - Norihiko Tsuboi
- Department of Critical Care and Anesthesia, National Center for Child Health and Development, 2-10-1 Okura, Setagaya, Tokyo, 157-8535, Japan
| | - Ryo Kozu
- Department of Rehabilitation Medicine, Nagasaki University Hospital, 1-7-1 Sakamoto, Nagasaki, 852-8501, Japan
- Department of Physical Therapy Science, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki, 852-8520, Japan
| | - Shunsuke Takaki
- Department of Critical Care Medicine, Yokohama City University Hospital, 3-9 Fukuura, Kanazawa-ku, Yokohama, Kanagawa, 236-0004, Japan
| | - Junpei Haruna
- Department of Intensive Care Medicine, School of Medicine, Sapporo Medical University, South-1, West-16, Chuo-ku, Sapporo, Hokkaido, 060-8543, Japan
| | - Yoshihisa Fujinami
- Department of Emergency Medicine, Kakogawa Central City Hospital, 439 Kakogawacho Honmachi, Kakogawa-city, Hyogo, 675-8611, Japan
| | - Nobuyuki Nosaka
- Department of Intensive Care Medicine, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8510, Japan
| | - Kyohei Miyamoto
- Department of Emergency and Critical Care Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, Wakayama, 641-8509, Japan
| | - Kensuke Nakamura
- Department of Critical Care Medicine, Yokohama City University Hospital, 3-9 Fukuura, Kanazawa-ku, Yokohama, Kanagawa, 236-0004, Japan.
| | - Yutaka Kondo
- Department of Emergency and Critical Care Medicine, Juntendo University Urayasu Hospital, Urayasu, 279-0021, Japan
| | - Shigeaki Inoue
- Division of Disaster and Emergency Medicine, Department of Surgery Related, Kobe University Graduate School of Medicine, 7-5-2 Kusunoki, Chuo-ward, Kobe, 650-0017, Japan
| | - Osamu Nishida
- Department of Anesthesiology and Critical Care Medicine, Fujita Health University School of Medicine, 1-98 Dengakugakubo, Kutsukake-cho, Toyoake, Aichi, 470-1192, Japan
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Smolderen KG, Samaan Z, Decker C, Collins T, Lazar RM, Itoga NK, Mena-Hurtado C. Association Between Mental Health Burden, Clinical Presentation, and Outcomes in Individuals With Symptomatic Peripheral Artery Disease: A Scientific Statement From the American Heart Association. Circulation 2023; 148:1511-1528. [PMID: 37781785 DOI: 10.1161/cir.0000000000001178] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/03/2023]
Abstract
Along with the rising burden of peripheral artery disease (PAD), mental health concerns are increasingly being recognized as a comorbidity to address in the chronic disease management of symptomatic PAD. Apart from a high prevalence of comorbid mental health conditions, the role of pain and changing health behaviors and the broader impacts of illness and adaptation to living with PAD require specialized behavioral health expertise. This scientific statement builds a case that this expertise should be integrated within the multidisciplinary PAD team. Furthermore, areas such as cognitive dysfunction and palliative care are highlighted as needing psychological interventions. Although much of the evidence of the efficacy of psychological and psychotropic interventions has been extrapolated from other cardiovascular populations, evidence for the role of psychological interventions for behavior change, for example, uptake of exercise regimens, is increasingly being accrued within PAD. Areas for behavioral health needs and interactions with PAD treatment are discussed, including the use of opioids, depression management, anxiety and stress reduction interventions, the use of benzodiazepines and antidepressants, smoking cessation, rehabilitation trajectories after amputation, and the role of cognitive decline for PAD treatment and outcomes. A case summary highlights the stigma around mental health and vascular disease and the fragmentation of care. This scientific statement provides remarks for building a road map for integrated behavioral PAD care and potential solutions to overcome these barriers. Instrumental to reaching these changes are interprofessional advocacy efforts and initiatives that help break down the stigma around mental health and promote evidence-based collaborative, nonhierarchical, and multidisciplinary PAD care.
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Kerber A, Beintner I, Burchert S, Knaevelsrud C. Effects of a Self-Guided Transdiagnostic Smartphone App on Patient Empowerment and Mental Health: Randomized Controlled Trial. JMIR Ment Health 2023; 10:e45068. [PMID: 37930749 PMCID: PMC10660244 DOI: 10.2196/45068] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 08/01/2023] [Accepted: 08/04/2023] [Indexed: 11/07/2023] Open
Abstract
BACKGROUND Mental disorders impact both individuals and health systems. Symptoms and syndromes often remain undetected and untreated, resulting in chronification. Besides limited health care resources, within-person barriers such as the lack of trust in professionals, the fear of stigmatization, or the desire to cope with problems without professional help contribute to the treatment gap. Self-guided mental health apps may support treatment seeking by reducing within-person barriers and facilitating mental health literacy. Digital mental health interventions may also improve mental health related self-management skills and contribute to symptom reduction and the improvement of quality of life. OBJECTIVE This study aims to investigate the effects of a self-guided transdiagnostic app for mental health on help seeking, reduced stigma, mental health literacy, self-management skills, mental health symptoms, and quality of life using a randomized controlled design. METHODS Overall, 1045 participants (recruited via open, blinded, and web-based recruitment) with mild to moderate depression or anxiety-, sleep-, eating-, or somatization-related psychopathology were randomized to receive either access to a self-guided transdiagnostic mental health app (MindDoc) in addition to care as usual or care as usual only. The core features of the app were regular self-monitoring, automated feedback, and psychological courses and exercises. The coprimary outcomes were mental health literacy, mental health-related patient empowerment and self-management skills (MHPSS), attitudes toward help seeking, and actual mental health service use. The secondary outcomes were psychopathological symptom burden and quality of life. Data were collected at baseline and 8 weeks and 6 months after randomization. Treatment effects were investigated using analyses of covariance, including baseline variables as predictors and applying multiple imputation. RESULTS We found small but robust between-group effects for MHPSS (Cohen d=0.29), symptoms burden (Cohen d=0.28), and quality of life (Cohen d=0.19) 8 weeks after randomization. The effects on MHPSS were maintained at follow-up. Follow-up assessments also showed robust effects on mental health literacy and preliminary evidence for the improvement of help seeking. Predictors of attrition were lower age and higher personality dysfunction. Among the non-attritors, predictors for deterioration were less outpatient treatment and higher initial symptom severity. CONCLUSIONS A self-guided transdiagnostic mental health app can contribute to lasting improvements in patient empowerment. Symptoms of common mental disorders and quality of life improved faster in the intervention group than in the control group. Therefore, such interventions may support individuals with symptoms of 1 or more internalizing disorders, develop health-centered coping skills, prevent chronification, and accelerate symptom improvement. Although the effects for individual users are small and predictors of attrition and deterioration need to be investigated further, the potential public health impact of a self-guided intervention can be large, given its high scalability. TRIAL REGISTRATION German Clinical Trials Register DRKS00022531; https://drks.de/search/de/trial/DRKS00022531.
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Affiliation(s)
- André Kerber
- Department of Clinical-Psychological Intervention, Freie Universität Berlin, Berlin, Germany
| | | | - Sebastian Burchert
- Department of Clinical-Psychological Intervention, Freie Universität Berlin, Berlin, Germany
| | - Christine Knaevelsrud
- Department of Clinical-Psychological Intervention, Freie Universität Berlin, Berlin, Germany
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Kapos FP, Hancock C, Guerrero Torres V, Gonzalez Antonio MI, Do A, Jensen MP. Validation of the PEG Scale in Spanish (PEG-S) Among Adults Receiving Care for Pain in US Primary Care. THE JOURNAL OF PAIN 2023; 24:1897-1904. [PMID: 37315727 DOI: 10.1016/j.jpain.2023.06.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 05/15/2023] [Accepted: 06/05/2023] [Indexed: 06/16/2023]
Abstract
This study sought to evaluate the psychometric properties of a Spanish version of the PEG scale (PEG-S, whose items assess Pain intensity and pain interference with Enjoyment of life and General activity) in a sample of Spanish-speaking adults receiving care for pain at primary care clinics in the Northwestern United States. We evaluated the PEG-S's 1) internal consistency, 2) convergent validity, and 3) discriminant validity. All participants (n = 200, mean age = 52 years [SD = 15], 76% women, mean PEG-S score = 5.7 [SD = 2.5]) identified as having Hispanic or Latino ethnicity, and detailed ethnic origin was predominantly Mexican or Chicano (70%). The PEG-S's internal consistency (Cronbach's alpha, .82) was good. Correlations between the PEG-S scale scores and established measures of pain intensity and interference ranged from .68 to .79, supporting the measure's convergent validity. The correlation between the PEG-S scale score and the Patient Health Questionnaire-9 (r = .53) was weaker than those between the PEG-S scale and measures of pain intensity and interference, supporting the measure's discriminant validity. The findings support reliability and validity of the PEG-S for assessing a composite score of pain intensity and interference among Spanish-speaking adults. PERSPECTIVE: We present evidence supporting the reliability and validity of the PEG scale in Spanish (PEG-S) in a sample of adults receiving pain care at primary care clinics in the Northwestern United States. This 3-item composite measure of pain intensity and interference can help clinicians and researchers assess pain among Spanish-speaking adults.
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Affiliation(s)
- Flavia P Kapos
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Seattle, Washington; Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington
| | - Christine Hancock
- Sea Mar Community Health Centers, Bellingham, Washington; Elson S. Floyd College of Medicine, Washington State University, Spokane, Washington
| | | | | | - An Do
- School of Medicine, University of Washington, Seattle, Washington
| | - Mark P Jensen
- Department of Rehabilitation Medicine, School of Medicine, University of Washington, Seattle, Washington
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Scodari BT, Chacko S, Matsumura R, Jacobson NC. Using machine learning to forecast symptom changes among subclinical depression patients receiving stepped care or usual care. J Affect Disord 2023; 340:213-220. [PMID: 37541599 PMCID: PMC10548339 DOI: 10.1016/j.jad.2023.08.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 03/08/2023] [Accepted: 08/01/2023] [Indexed: 08/06/2023]
Abstract
BACKGROUND Subclinical depression (SD) is a mental health disorder characterized by minor depressive symptoms. Most SD patients are treated in the primary practice, but many respond poorly to treatment at the expense of provider resources. Stepped care approaches are appealing for tiering SD care to efficiently allocate scarce resources while jointly optimizing patient outcomes. However, stepped care can be time inefficient, as some persons may respond poorly and be forced to suffer with their symptoms for prolonged periods. Machine learning can offer insight into optimal treatment paths and inform clinical recommendations for incident patients. METHODS As part of the Step-Dep trial, participants with SD were randomized to receive stepped care (N=96) or usual care (N=140). Machine learning was used to predict changes in depressive symptoms every three months over a year for each treatment group. RESULTS Tree-based models were effective in predicting PHQ-9 changes among patients who received stepped care (r=0.35-0.46, MAE=0.14-0.17) and usual care (r=0.34-0.49, MAE=0.15-0.18). Patients who received stepped care were more likely to reduce PHQ-9 scores if they had high PHQ-9 but low HADS-A scores at baseline, a low number of chronic illnesses, and an internal locus of control. LIMITATIONS Models may suffer from potential overfitting due to sample size limitations. CONCLUSION Our findings demonstrate the promise of machine learning for predicting changes in depressive symptoms for SD patients receiving different treatments. Trained models can intake incident patient information and predict outcomes to inform personalized care.
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Affiliation(s)
- Bruno T Scodari
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA.
| | - Sarah Chacko
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Rina Matsumura
- Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Nicholas C Jacobson
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA; Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA; Department of Psychiatry, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA; Department of Computer Science, Dartmouth College, Hanover, NH, USA
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Harty S, Enrique A, Akkol-Solakoglu S, Adegoke A, Farrell H, Connon G, Ward F, Kennedy C, Chambers D, Richards D. Implementing digital mental health interventions at scale: one-year evaluation of a national digital CBT service in Ireland. Int J Ment Health Syst 2023; 17:29. [PMID: 37817270 PMCID: PMC10563351 DOI: 10.1186/s13033-023-00592-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 07/31/2023] [Indexed: 10/12/2023] Open
Abstract
BACKGROUND In recent years, exponential growth in digital innovations and internet access has provided opportunities to deliver health services at a much greater scale than previously possible. Evidence-based technology-enabled interventions can provide cost-effective, accessible, and resource-efficient solutions for addressing mental health issues. This study evaluated the first year of a supported digital cognitive behavioral therapy (CBT) service provided by the national health service in Ireland, which has been accessible to individuals who receive a referral from one of five referring groups: General Practitioners, Primary Care Psychology, Counselling Primary Care, Community Mental Health, and Jigsaw (a nationwide youth mental health service). METHODS A retrospective, observational study examining data from the service between April 2021 to April 2022 was conducted. Descriptive statistics on referrals, account activations, user demographics, program usage, and user satisfaction were extracted, and pre-to-post clinical outcomes for depression measured by the Patient Health Questionnaire-9 and for anxiety measured by the Generalised Anxiety Disorder-7 were analysed using linear mixed effect models. RESULTS There were 5,298 referrals and 3,236 (61%) account activations within the year. Most users were female (72.9%) and aged between 18 and 44 years (75.4%). The CBT programs were associated with significant reductions in both depression (β = 3.34, 95% CI [3.03, 3.65], p < 0.001) and anxiety (β = 3.64, 95% CI [3.36, 3.93], p < 0.001), with large effect sizes (Cohen's d > 0.8). Time spent using the programs was also found to be a predictor of the variability in these clinical outcomes (p < 0.001), and accounting for this resulted in significantly better model fits (p < 0.001). User satisfaction ratings were also very high, exceeding 94%. CONCLUSIONS Efforts to improve the representation of male and older adult users are warranted. However, overall, the results demonstrate how digital CBT can be provided at scale and lead to symptom reductions with large effect sizes for patients seeking help for depression and anxiety. The findings substantiate the continued use and expansion of this service in Ireland and the more widespread implementation of similar services in other international public healthcare settings.
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Affiliation(s)
- Siobhán Harty
- Amwell Science, Amwell, One Stephen Street Upper, Dublin 8, Dublin, Ireland.
| | - Angel Enrique
- Amwell Science, Amwell, One Stephen Street Upper, Dublin 8, Dublin, Ireland
| | | | - Adedeji Adegoke
- Amwell Science, Amwell, One Stephen Street Upper, Dublin 8, Dublin, Ireland
| | - Hannah Farrell
- Amwell Clinical Operations, Amwell, One Stephen Street Upper, Dublin 8, Dublin, Ireland
| | - Graham Connon
- Community Health Organization, Health Service Executive (HSE), Dublin, Ireland
| | - Fiona Ward
- National Counselling Service, Health Service Executive (HSE), Dublin, Ireland
| | - Conor Kennedy
- Health Service Executive (HSE), National Mental Health Operations, Dublin, Ireland
| | - Derek Chambers
- Health Service Executive (HSE), National Mental Health Operations, Dublin, Ireland
| | - Derek Richards
- Amwell Science, Amwell, One Stephen Street Upper, Dublin 8, Dublin, Ireland
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Ganeva D, Tiemann R, Duller S, Strupp M. Improvement of vertigo symptoms after 2 months of Vertigoheel treatment: a case series in patients with bilateral vestibulopathy and functional dizziness. Front Neurol 2023; 14:1264884. [PMID: 37869139 PMCID: PMC10586313 DOI: 10.3389/fneur.2023.1264884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 09/06/2023] [Indexed: 10/24/2023] Open
Abstract
Background Dizziness is a common leading symptom in bilateral vestibulopathy (BVP) and functional dizziness (FD), with significant negative effects on functional ability and quality of life. Vertigoheel is a widely used non-prescription drug for the treatment of vertigo. In order to generate systematic data for Vertigoheel in BVP and FD, we conducted a non-interventional study assessing vertigo symptoms. Methods This study was conducted as an open-label, prospective, monocentric, non-interventional case series (ClinicalTrials.gov identifier NCT05897853). Patients with BVP and FD received Vertigoheel according to market approval for an observational period of 2 months. Change from baseline after 2 months was assessed for the following endpoints: Dizziness Handicap Inventory (DHI) as the primary endpoint, quality of life (QoL) by EQ-5D-5L, and body sway by static posturography. Patients with FD were additionally assessed for depression and anxiety by PHQ-9 and GAD-7 questionnaires. Patients with BVP were assessed for vestibular function by video head impulse testing and caloric testing. Adverse events and other safety-related observations were evaluated. Results Of 41 patients with FD and 13 with BVP, two with FD and none with BVP dropped out before the follow-up visit. Both patient groups showed significantly improved disability caused by dizziness after 2 months: In BVP, the DHI decreased on average by 13.2 points from 45.4 to 32.2 (p < 0.001). In FD, the DHI decreased on average by 12.0 points from 46.5 to 34.5 (p < 0.001). In patients with FD, significant improvements were also observed for the secondary endpoints QoL, anxiety, and depression. No significant change was observed for posturography readouts. In patients with BVP, there were no statistically significant improvements for the secondary endpoints QoL, posturography, or vestibular function within the observation period. The study found no evidence of a safety risk. Conclusion The study provides evidence for Vertigoheel's clinical safety and limited evidence - because of the non-interventional design - for its effectiveness in BVP and FD that are considered disease entities with high medical need for new treatment options. The results may serve as the basis for randomized placebo-controlled trials.
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Affiliation(s)
- Dilyana Ganeva
- Department of Neurology, German Center for Vertigo and Balance Disorders, LMU University Hospital, LMU Munich, Munich, Germany
| | - Rolf Tiemann
- AMS Advanced Medical Services GmbH, Mannheim, Germany
| | | | - Michael Strupp
- Department of Neurology, German Center for Vertigo and Balance Disorders, LMU University Hospital, LMU Munich, Munich, Germany
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Ho IK, Çabuk K. The impact of racial discrimination on the health of Asian Americans during the COVID-19 pandemic: a scoping review. ETHNICITY & HEALTH 2023; 28:957-982. [PMID: 37160688 DOI: 10.1080/13557858.2023.2208312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 04/24/2023] [Indexed: 05/11/2023]
Abstract
ABSTRACTObjective: Cases of discrimination and hate crimes against Asian Americans have surged ever since the beginning of the COVID-19 pandemic, with deleterious effects. This scoping review synthesizes the literature on how pandemic-related discrimination is associated with the health of Asian Americans.Design: First, application search terms were entered into selected databases. Next, using a set of inclusion criteria, the articles were screened and assessed for eligibility. Data from the selected articles were extracted and summarized to answer the research questions.Results: Thirty-five studies were included. Almost all the studies examined psychological well-being. The remaining studies examined physical and workplace well-being. All the studies found that discrimination was associated with poorer health outcomes.Conclusion: Further research is needed to address the gaps in knowledge about how pandemic-related discrimination is associated with various domains of health among Asian Americans.
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Affiliation(s)
- Ivy K Ho
- Department of Psychology, University of Massachusetts Lowell, Lowell, MA, USA
| | - Kübra Çabuk
- Department of Psychology, University of Massachusetts Lowell, Lowell, MA, USA
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Braun M, Stoerzel M, Wollny M, Schoebel C, Ulrich Sommer J, Heiser C. Patient-reported outcomes with hypoglossal nerve stimulation for treatment of obstructive sleep apnea: a systematic review and meta-analysis. Eur Arch Otorhinolaryngol 2023; 280:4627-4639. [PMID: 37354340 PMCID: PMC10477259 DOI: 10.1007/s00405-023-08062-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 06/09/2023] [Indexed: 06/26/2023]
Abstract
INTRODUCTION Hypoglossal nerve stimulation (HNS) has recently been introduced as an alternative treatment for patients with OSA. A large number of studies have demonstrated substantial changes in OSA with this therapy by reducing respiratory events and improving symptoms such as daytime sleepiness and quality of life. The objective of this review was to conduct a systematic review and meta-analysis to evaluate patient-reported outcomes and experience with HNS therapy. METHODS A systematic literature search of MEDLINE, Cochrane, and Web of Science was performed to identify randomized controlled and observational studies reporting subjective outcomes with different HNS systems in patients with OSA. Abstracts of 406 articles were screened and a subset of 55 articles were reviewed for eligibility. Risk of bias was assessed using the ROBINS-I tool. Meta-analysis using RevMan was performed when > 2 studies were identified that reported data on a specific outcome. RESULTS Thirty-four publications reporting data on 3785 patients with a mean follow-up of 11.8 ± 12.2 months were identified and included in the meta-analysis. The analysis revealed a pooled effect of 4.59 points improvement in daytime sleepiness as measured by the ESS questionnaire (Z = 42.82, p < .001), 2.84 points improvement in daytime functioning as measured by the FOSQ score (Z = 28.38, p < .001), and 1.77 points improvement in sleep quality as measured by the PSQI questionnaire (Z = 2.53, p = .010). Patient-reported experience was consistently positive and revealed additional relevant aspects from this perspective. CONCLUSION HNS therapy significantly improves quality of life in patients with OSA and reliably produces clinically meaningful effects on daytime sleepiness, daytime functioning, and sleep quality. Treatment regularly meets or exceeds the minimum clinically important differences defined for the respective instruments. Additional research is needed to further investigate effects on quality of life beyond improvements in daytime sleepiness and daytime functioning.
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Affiliation(s)
- Marcel Braun
- Department of Pneumology, University Medicine Essen - Ruhrlandklinik, West German Lung Center, University Duisburg-Essen, Duisburg, Germany.
- Faculty of Sleep and Telemedicine, University Medicine Essen - Ruhrlandklinik, West German Lung Center, University Duisburg-Essen, Tueschener Weg 40, 45239, Essen, Germany.
| | - Manuel Stoerzel
- German Cancer Research Center (DKFZ), Heidelberg, BW, Germany
| | | | - Christoph Schoebel
- Department of Pneumology, University Medicine Essen - Ruhrlandklinik, West German Lung Center, University Duisburg-Essen, Duisburg, Germany
- Faculty of Sleep and Telemedicine, University Medicine Essen - Ruhrlandklinik, West German Lung Center, University Duisburg-Essen, Tueschener Weg 40, 45239, Essen, Germany
| | - J Ulrich Sommer
- Department of Otorhinolaryngology/Head and Neck Surgery, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- ENT-Center Mangfall-Inn, Bad Aibling, Germany
| | - Clemens Heiser
- Department of Otorhinolaryngology/Head and Neck Surgery, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
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Ross RE, VanDerwerker CJ, George MS, Gregory CM. Feasibility of performing a multi-arm clinical trial examining the novel combination of repetitive transcranial magnetic stimulation and aerobic exercise for post-stroke depression. Top Stroke Rehabil 2023; 30:649-662. [PMID: 36606675 PMCID: PMC10323040 DOI: 10.1080/10749357.2023.2165258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 01/02/2023] [Indexed: 01/07/2023]
Abstract
BACKGROUND Post-stroke depression (PSD) occurs in approximately one-third of chronic stroke survivors. Although pharmacotherapy reduces depressive symptoms, side effects are common and stroke survivors have increased likelihood of multimorbidity and subsequent polypharmacy. Thus, alternative non-pharmacological treatments are needed. Combining two non-pharmacological anti-depressant treatments, aerobic exercise (AEx) and repetitive transcranial magnetic stimulation (rTMS), has been demonstrated to be feasible and well-tolerated in chronic stroke survivors. OBJECTIVES The purpose of this trial was to determine the feasibility of conducting a multi-arm combinatorial trial of rTMS and AEx and to provide an estimate of effect size of rTMS+AEx on PSD symptoms. METHODS Twenty-four participants were allocated to one of four treatment arms AEx, rTMS, rTMS+AEx, or non-depressed Control receiving AEx. All participants received a total of 24 treatment sessions. Participant adherence was the primary outcome measure for feasibility and within group effect sizes in Patient Health Questionnaire-9 (PHQ-9) score was the primary outcome for preliminary efficacy. RESULTS Mean adherence rates to the exercise intervention for AEx, rTMS+AEx, and Control subjects were 83%, 98%, and 95%, respectively. Mean adherence rates for rTMS and rTMS+AEx subjects were 97% and 99%, respectively. The rTMS and rTMS+AEx treatment groups demonstrated clinically significant reductions of 10.5 and 6.2 points in PHQ-9 scores, respectively. CONCLUSION Performing a multi-arm combinatorial trial examining the effect of rTMS+AEx on PSD appears feasible. All treatment arms demonstrated strong adherence to their respective interventions and were well received. rTMS and the combination of AEx with rTMS may be alternative treatments for PSD.
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Affiliation(s)
- Ryan E. Ross
- Ralph H. Johnson Veterans Affairs Health Care System, Charleston, SC
- Department of Health Sciences and Research, Medical University of South Carolina, Charleston, SC
| | | | - Mark S. George
- Ralph H. Johnson Veterans Affairs Health Care System, Charleston, SC
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC
| | - Chris M. Gregory
- Ralph H. Johnson Veterans Affairs Health Care System, Charleston, SC
- Department of Health Sciences and Research, Medical University of South Carolina, Charleston, SC
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Akram U, Irvine K, Gardani M, Allen S, Akram A, Stevenson JC. Prevalence of anxiety, depression, mania, insomnia, stress, suicidal ideation, psychotic experiences, & loneliness in UK university students. Sci Data 2023; 10:621. [PMID: 37704598 PMCID: PMC10499890 DOI: 10.1038/s41597-023-02520-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 08/30/2023] [Indexed: 09/15/2023] Open
Abstract
Despite existing wellbeing services, university students remain particularly vulnerable to mental health difficulties. Therefore, this study was designed to provide a comprehensive assessment of the prevalence of psychiatric symptoms by using well validated scales with robust psychometric properties. More specifically, the current data provides crucial information concerning the prevalence of anxiety, depression, mania, insomnia, stress, suicidal ideation, psychotic experiences and loneliness amongst a sample of N = 1408 UK university students. A cross-sectional online questionnaire-based study was implemented. Online recruitment for this dataset began on September 17th, 2018, and ended on the 30th July 2019. Eight validated measures were used: Generalized Anxiety Disorder Scale; Patient Health Questionnaire; The Mood Disorder Questionnaire; The Sleep Condition Indicator; The Perceived Stress Scale; Suicidal Behaviours Questionnaire-Revised; The Prodromal Questionnaire 16 (PQ-16); and the University of California Loneliness Scale. The dataset is available to other researchers and is provided on figshare. Information concerning the data records, usage notes, code availability and technical validation are presented. Finally, we present demographic information concerning psychiatric symptom prevalence.
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Affiliation(s)
- Umair Akram
- School of Psychology, University of Lincoln, Lincoln, UK.
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK.
| | - Kamila Irvine
- School of Psychology, University of Lincoln, Lincoln, UK
| | - Maria Gardani
- School of Health in Social Science, University of Edinburgh, Edinburgh, UK
| | - Sarah Allen
- Department of Psychology, Northumbria University, Newcastle upon Tyne, UK
| | - Asha Akram
- Department of Psychology, The University of Sheffield, Sheffield, UK
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Nolan BJ, Zwickl S, Locke P, Zajac JD, Cheung AS. Early Access to Testosterone Therapy in Transgender and Gender-Diverse Adults Seeking Masculinization: A Randomized Clinical Trial. JAMA Netw Open 2023; 6:e2331919. [PMID: 37676662 PMCID: PMC10485726 DOI: 10.1001/jamanetworkopen.2023.31919] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Accepted: 07/27/2023] [Indexed: 09/08/2023] Open
Abstract
Importance Testosterone treatment is a necessary component of care for some transgender and gender-diverse individuals. Observational studies have reported associations between commencement of gender-affirming hormone therapy and improvements in gender dysphoria and depression, but there is a lack of data from randomized clinical trials. Objective To assess the effect of testosterone therapy compared with no treatment on gender dysphoria, depression, and suicidality in transgender and gender-diverse adults seeking masculinization. Design, Setting, and Participants A 3-month open-label randomized clinical trial was conducted at endocrinology outpatient clinics and primary care clinics specializing in transgender and gender-diverse health in Melbourne, Australia, from November 1, 2021, to July 22, 2022. Participants included transgender and gender-diverse adults aged 18 to 70 years seeking initiation of testosterone therapy. Interventions Immediate initiation of testosterone commencement (intervention group) or no treatment (standard care waiting list of 3 months before commencement). This design ensured no individuals would be waiting longer than the time to standard care. Main Outcomes and Measures The primary outcome was gender dysphoria, as measured by the Gender Preoccupation and Stability Questionnaire. Secondary outcomes included the Patient Health Questionnaire-9 (PHQ-9) to assess depression and the Suicidal Ideation Attributes Scale (SIDAS) to assess suicidality. Questionnaires were undertaken at 0 and 3 months. The evaluable cohort was analyzed. Results Sixty-four transgender and gender-diverse adults (median [IQR] age, 22.5 [20-27] years) were randomized. Compared with standard care, the intervention group had a decrease in gender dysphoria (mean difference, -7.2 points; 95% CI, -8.3 to -6.1 points; P < .001), a clinically significant decrease in depression (ie, change in score of 5 points on PHQ-9; mean difference, -5.6 points; 95% CI, -6.8 to -4.4 points; P < .001), and a significant decrease in suicidality (mean difference in SIDAS score, -6.5 points; 95% CI, -8.2 to -4.8 points; P < .001). Resolution of suicidality assessed by PHQ-9 item 9 occurred in 11 individuals (52%) with immediate testosterone commencement compared with 1 (5%) receiving standard care (P = .002). Seven individuals reported injection site pain/discomfort and 1 individual reported a transient headache 24 hours following intramuscular administration of testosterone undecanoate. No individual developed polycythemia. Conclusions and Relevance In this open-label randomized clinical trial of testosterone therapy in transgender and gender-diverse adults, immediate testosterone compared with no treatment significantly reduced gender dysphoria, depression, and suicidality in transgender and gender-diverse individuals desiring testosterone therapy. Trial Registration ANZCTR Identifier: ACTRN1262100016864.
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Affiliation(s)
- Brendan J. Nolan
- Department of Endocrinology, Austin Health, Heidelberg, Victoria, Australia
- Trans Health Research Group, Department of Medicine (Austin Health), University of Melbourne, Heidelberg, Victoria, Australia
- Equinox Gender Diverse Clinic, Thorne Harbour Health, Abbotsford, Victoria, Australia
| | - Sav Zwickl
- Trans Health Research Group, Department of Medicine (Austin Health), University of Melbourne, Heidelberg, Victoria, Australia
| | - Peter Locke
- Equinox Gender Diverse Clinic, Thorne Harbour Health, Abbotsford, Victoria, Australia
| | - Jeffrey D. Zajac
- Department of Endocrinology, Austin Health, Heidelberg, Victoria, Australia
- Trans Health Research Group, Department of Medicine (Austin Health), University of Melbourne, Heidelberg, Victoria, Australia
| | - Ada S. Cheung
- Department of Endocrinology, Austin Health, Heidelberg, Victoria, Australia
- Trans Health Research Group, Department of Medicine (Austin Health), University of Melbourne, Heidelberg, Victoria, Australia
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Trapp NT, Pace BD, Neisewander B, Ten Eyck P, Boes AD. A randomized trial comparing beam F3 and 5.5 cm targeting in rTMS treatment of depression demonstrates similar effectiveness. Brain Stimul 2023; 16:1392-1400. [PMID: 37714408 PMCID: PMC11095825 DOI: 10.1016/j.brs.2023.09.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 09/08/2023] [Accepted: 09/08/2023] [Indexed: 09/17/2023] Open
Abstract
BACKGROUND The Beam F3 and 5.5 cm methods are the two most common targeting strategies for localizing the left dorsolateral prefrontal cortex (DLPFC) treatment site in repetitive transcranial magnetic stimulation (rTMS) protocols. This prospective, randomized, double-blind comparative effectiveness trial assesses the clinical outcomes for these two methods in a naturalistic sample of patients with major depressive disorder (MDD) undergoing clinical rTMS treatment. METHODS 105 adult patients with MDD (mean age = 43.2; range = 18-73; 66% female) were randomized to receive rTMS to the Beam F3 (n = 58) or 5.5 cm (n = 47) target. Between group differences from pre-to post-treatment were evaluated with the Patient Health Questionnaire-9 (PHQ-9) [primary outcome measure], Generalized Anxiety Disorder-7 (GAD-7), and clinician-administered Montgomery-Åsberg Depression Scale (MADRS). Primary treatment endpoint was completion of daily treatment series. RESULTS Per-protocol analyses showed no statistically significant differences on any measure between the 5.5 cm and F3 groups (all p ≥ 0.50), including percent improvement (PHQ-9: 39% vs. 39%; GAD-7: 34% vs. 27%; MADRS: 40% vs. 38%), response rate (PHQ-9: 37% vs. 43%; GAD-7: 27% vs. 30%; MADRS: 43% vs. 43%), and remission rate (PHQ-9: 22% vs. 21%; MADRS: 20% vs. 19%). Post hoc analysis of anxiety symptom change while controlling for depression severity suggested more favorable anxiolytic effects with 5.5 cm targeting (p = 0.03). CONCLUSIONS Similar antidepressant effects were observed with DLFPC rTMS using either the Beam F3 or 5.5 cm targeting method, supporting clinical equipoise in MDD patients with head circumference ≤ 60 cm. Comparison to MRI-based targeting and differential effects on anxiety symptoms require further investigation. TRIAL REGISTRATION ClinicalTrials.gov identifier: NCT03378570.
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Affiliation(s)
- Nicholas T Trapp
- Department of Psychiatry, University of Iowa, Iowa City, IA, United States; Iowa Neuroscience Institute, University of Iowa, Iowa City, IA, United States.
| | - Benjamin D Pace
- Department of Psychiatry, University of Iowa, Iowa City, IA, United States
| | | | - Patrick Ten Eyck
- Institute for Clinical and Translational Science, University of Iowa, Iowa City, IA, United States
| | - Aaron D Boes
- Department of Psychiatry, University of Iowa, Iowa City, IA, United States; Iowa Neuroscience Institute, University of Iowa, Iowa City, IA, United States; Department of Neurology, University of Iowa, Iowa City, IA, United States; Department of Pediatrics, University of Iowa, Iowa City, IA, United States
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123
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Graff NR, Hong C, Guthrie B, Micheni M, Chirro O, Wahome E, van der Elst E, Sanders EJ, Simoni JM, Graham SM. The Effect of the Shikamana Peer-and-Provider Intervention on Depressive Symptoms, Alcohol Use, and Other Drug Use Among Gay, Bisexual, and Other Men Who Have Sex with Men in Kenya. AIDS Behav 2023; 27:3053-3063. [PMID: 36929320 PMCID: PMC10504414 DOI: 10.1007/s10461-023-04027-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/15/2023] [Indexed: 03/18/2023]
Abstract
Kenyan gay, bisexual, and other men who have sex with men (GBMSM) face stigma and discrimination, which may adversely impact mental health and limit antiretroviral therapy (ART) adherence among GBMSM living with HIV. We evaluated whether the Shikamana peer-and-provider intervention, which improved ART adherence among participants in a small randomized trial, was associated with changes in mental health or substance use. The intervention was associated with a significant decrease in PHQ-9 score between baseline and month 6 (estimated change - 2.7, 95% CI - 5.2 to - 0.2, p = 0.037) compared to standard care. In an exploratory analysis, each one-point increment in baseline HIV stigma score was associated with a - 0.7 point (95% CI - 1.3 to - 0.04, p = 0.037) greater decrease in PHQ-9 score over the study period in the intervention group. Additional research is required to understand factors that influence this intervention's effects on mental health outcomes.
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Affiliation(s)
- Nicholas R Graff
- Department of Epidemiology, University of Washington, 325 Ninth Avenue, Box 359909, Seattle, WA, 98104, USA
| | - Chenglin Hong
- Department of Social Welfare, UCLA Luskin School of Public Affairs, Los Angeles, CA, USA
| | - Brandon Guthrie
- Department of Epidemiology, University of Washington, 325 Ninth Avenue, Box 359909, Seattle, WA, 98104, USA
- Department of Global Health, University of Washington, 325 Ninth Avenue, Box 359909, Seattle, WA, 98104, USA
| | | | - Oscar Chirro
- KEMRI - Wellcome Trust Research Programme, Kilifi, Kenya
| | | | - Elise van der Elst
- KEMRI - Wellcome Trust Research Programme, Kilifi, Kenya
- Global Health Department, University of Amsterdam, Amsterdam, The Netherlands
| | - Eduard J Sanders
- KEMRI - Wellcome Trust Research Programme, Kilifi, Kenya
- University of Oxford, Headington, England, UK
| | - Jane M Simoni
- Department of Global Health, University of Washington, 325 Ninth Avenue, Box 359909, Seattle, WA, 98104, USA
- Department of Psychology, University of Washington, Seattle, WA, USA
- Department of Gender, Women & Sexuality Studies, University of Washington, Seattle, WA, USA
| | - Susan M Graham
- Department of Epidemiology, University of Washington, 325 Ninth Avenue, Box 359909, Seattle, WA, 98104, USA.
- Department of Global Health, University of Washington, 325 Ninth Avenue, Box 359909, Seattle, WA, 98104, USA.
- Department of Medicine, University of Washington, 325 Ninth Avenue, Box 359909, Seattle, WA, 98104, USA.
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Marzoughi S, Ripsman D, Ong M. Therapeutic effects of 7- to 14-day subanesthetic ketamine infusions for chronic pain on standardized psychiatric measures. Pain Manag 2023; 13:529-538. [PMID: 37656045 DOI: 10.2217/pmt-2023-0066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/02/2023] Open
Abstract
Background: We have previously shown that subanesthetic ketamine infusions effectively reduce refractory pain. However, the effects of ketamine infusions on comorbid conditions of depression and anxiety have not been explored in this patient population. Methods: We investigated the effects of ketamine on mood and anxiety in patients with refractory chronic pain treated with 7-14 days of subanesthetic continuous intravenous ketamine infusions, using well-validated clinical scales. Results: There was a significant 52% reduction in pain severity and 33% reduction in pain interference scores following ketamine treatment. Ketamine treatment also reduced scores on the depression module of the Patient Health Questionnaire (PHQ-9) by 28% and scores on the Generalised Anxiety and Depression Assessment (GAD-7) by 36%. Conclusion: Multiday subanesthetic ketamine infusions effectively reduce pain, anxiety and depression in patients with complex chronic pain.
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Affiliation(s)
- Sina Marzoughi
- Department of Medicine, Division of Neurology, University of British Columbia, Vancouver, V6T 2B5, Canada
| | - David Ripsman
- Department of Medicine, Division of Neurology, University of British Columbia, Vancouver, V6T 2B5, Canada
| | - May Ong
- Department of Medicine, Division of Internal Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
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Li X, Li X, Wang X, Yin X, Li S, Wu J, Ren X, Zhang W, Mi Y, Xu S. Moxibustion for medical personnel with negative emotion and insomnia during COVID-19 pandemic: A randomized, controlled trial. Integr Med Res 2023; 12:100974. [PMID: 37637182 PMCID: PMC10448013 DOI: 10.1016/j.imr.2023.100974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 07/09/2023] [Accepted: 07/11/2023] [Indexed: 08/29/2023] Open
Abstract
Background We conducted this randomized controlled trial (RCT) to evaluate the effectiveness and safety of moxibustion at Sanyinjiao (SP6) acupoint for treatment of negative mood and sleep quality in healthcare workers during the 2019 coronavirus disease (COVID-19). Methods A total of 180 participants were divided in a 1:1 ratio into two groups, the treatment group (for moxibustion) and the control group (for no treatment). The treatment group had a 30-minute moxibustion therapy once a day for two weeks, followed by a two-week follow-up. The Hamilton Anxiety Scale (HAMA) was used to assess the degree of the participants' anxiety, and the Patient Health Questionnaire-9 (PHQ-9) was utilized to examine their depressed condition. The Maslach Burnout Inventory-General Survey (MBI-GS) was used to measure the level of burnout among healthcare workers. To determine the severity of insomnia, the Sleep Dysfunction Rating Scale (SDRS) was utilized. At baseline, week 2, and week 4, all scales were evaluated. Results Compared to the control group, The treatment group improved more significantly in the HAMA at week 2 (MD = -19.01, 95% CI: -21.89 to -16.14; P<0.001) and at week 4 follow-up visits (MD = -8.96, 95% CI: -11.19 to -6.73; P<0.001). A subgroup study of HAMA scores revealed that position and education had significant impact on treatment effectiveness. During the 2-week intervention period, the treatment group showed more significant improvements in depressive symptoms measured by PHQ-9 (13.00±2.41 vs. 15.60±3.65; P<0.001), work burnout symptoms measured by MBI-GS (MD = -11.88, 95% CI, -15.73 to -8.03; P<0.001), and insomnia symptoms measured by SDRS (MD = -2.45, 95% CI, -4.24 to -0.66; P<0.01). There were no significant adverse effects reported. Conclusion Moxibustion at SP6 may be an effective treatment to improve anxiety, depression, sleep quality, and quality of life for healthcare workers during COVID-19. Trial registration Chinese Clinical Trial Registry (ChiCTR): ChiCTR-2200059327.
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Affiliation(s)
- Xiying Li
- Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xiaojuan Li
- Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xian Wang
- Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xuan Yin
- Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Shanshan Li
- Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Junyi Wu
- Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xiumei Ren
- Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Wei Zhang
- Department of Biostatistics, School of Public Health, Fudan University, Shanghai, China
| | - Yiqun Mi
- Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Shifen Xu
- Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
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Kacmarek CN, Johnson NE, Osborn TL, Wasanga C, Weisz JR, Yates BT. Costs and cost-effectiveness of Shamiri, a brief, layperson-delivered intervention for Kenyan adolescents: a randomized controlled trial. BMC Health Serv Res 2023; 23:827. [PMID: 37542304 PMCID: PMC10403919 DOI: 10.1186/s12913-023-09856-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Accepted: 07/27/2023] [Indexed: 08/06/2023] Open
Abstract
BACKGROUND Low- and middle-income countries (LMICs) have the highest socio-economic burden of mental health disorders, yet the fewest resources for treatment. Recently, many intervention strategies, including the use of brief, scalable interventions, have emerged as ways of reducing the mental health treatment gap in LMICs. But how do decision makers prioritize and optimize the allocation of limited resources? One approach is through the evaluation of delivery costs alongside intervention effectiveness of various types of interventions. Here, we evaluate the cost-effectiveness of Shamiri, a group- and school-based intervention for adolescent depression and anxiety that is delivered by lay providers and that teaches growth mindset, gratitude, and value affirmation. METHODS We estimated the cost-effectiveness of Shamiri using the Consolidated Health Economic Evaluation Reporting Standards (CHEERS) guidelines for economic evaluations. Changes in depression and anxiety were estimated using the Patient Health Questionnaire (PHQ-8) and Generalized Anxiety Disorder questionnaire (GAD-7) at treatment termination and 7-month follow-up using two definitions of treatment benefit. Cost-effectiveness metrics included effectiveness-cost ratios and cost per number needed to treat. RESULTS Base case cost assumptions estimated that delivering Shamiri cost $15.17 (in 2021 U.S. dollars) per student. A sensitivity analysis, which varied cost and clinical change definitions, estimated it cost between $48.28 and $172.72 to help 1 student in Shamiri, relative to the control, achieve reliable and clinically significant change in depression and anxiety by 7-month follow-up. CONCLUSIONS Shamiri appears to be a low-cost intervention that can produce clinically meaningful reductions in depression and anxiety. Lay providers can deliver effective treatment for a fraction of the training time that is required to become a licensed mental health provider (10 days vs. multiple years), which is a strength from an economic perspective. Additionally, Shamiri produced reliable and clinically significant reductions in depression and anxiety after only four weekly sessions instead of the traditional 12-16 weekly sessions necessary for gold-standard cognitive behavioral therapy. The school setting, group format, and economic context of a LMIC influenced the cost per student; however, broader conclusions about the cost-effectiveness of Shamiri have yet to be determined due to limited economic evaluations of mental health programs in LMICs. TRIAL REGISTRATION This study was registered prior to participant enrollment in the Pan-African Clinical Trials Registry (PACTR201906525818462), registered 20 Jun 2019, https://pactr.samrc.ac.za/Search.aspx .
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Affiliation(s)
- Corinne N. Kacmarek
- Department of Psychology, American University, 4400 Massachusetts Ave NW, Washington, DC 20016 USA
| | - Natalie E. Johnson
- Department of Clinical Research, Division of Clinical Epidemiology, University Hospital Basel, Totengässlein 3, 4051 Basel, Switzerland
| | - Tom L. Osborn
- Shamiri Institute, 13th Floor, Pioneer Point (CMS Africa), Chania Avenue, Nairobi, Kenya
| | - Christine Wasanga
- Department of Psychology, Kenyatta University, Box 43844, Nairobi, 00100 Kenya
| | - John R. Weisz
- Department of Psychology, Harvard University, 1030 William James Hall, 33 Kirkland Street, Cambridge, MA 02138 USA
| | - Brian T. Yates
- Department of Psychology, American University, 4400 Massachusetts Ave NW, Asbury Building Room 321, Washington, DC, 20016-8062 USA
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Demirbas M, Hahn-Pedersen JH, Jørgensen HL. Comparison Between Burden of Care Partners of Individuals with Alzheimer's Disease Versus Individuals with Other Chronic Diseases. Neurol Ther 2023; 12:1051-1068. [PMID: 37222859 PMCID: PMC10310688 DOI: 10.1007/s40120-023-00493-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 05/05/2023] [Indexed: 05/25/2023] Open
Abstract
BACKGROUND Caregiving in Alzheimer's disease (AD) is often provided by informal care partners, who spend more hours per week on average than care partners of individuals with conditions other than AD. However, the burden of care in partners of individuals with AD has not been systematically compared to that of other chronic diseases. OBJECTIVE The current study therefore aims to compare the care partner burden of AD to that of other chronic diseases through a systematic literature review. METHODS Data was collected from journal articles published in the last 10 years, using two unique search strings in PubMed and analysed using pre-defined patient-reported outcome measures (PROMs) including the EQ-5D-5L, GAD-7, GHQ-12, PHQ-9, WPAI and the ZBI. The data was grouped according to the included PROMs and the diseases studied. The number of participants in the studies reporting burden of caregiving in AD was adjusted to reflect the number of participants in studies reporting care partner burden in other chronic diseases. RESULTS All results in this study are reported as a mean value and standard deviation (SD). The ZBI measurement was the most frequently used PROM to collect care partner burden (15 studies) and showed a moderate burden (mean 36.80, SD 18.35) on care partners of individuals with AD, higher than most of the other included diseases except for those characterized by psychiatric symptoms (mean scores 55.92 and 59.11). Other PROMs such as PHQ-9 (six studies) and GHQ-12 (four studies) showed a greater burden on care partners of individuals with other chronic diseases such as heart failure, haematopoietic cell transplantations, cancer and depression compared to AD. Likewise, GAD-7 and EQ-5D-5L measurements showed a lesser burden on care partners of individuals with AD compared to care partners of individuals with anxiety, cancer, asthma and chronic obstructive pulmonary disease. The current study suggests that care partners of individuals with AD experience a moderate burden, but with some variations depending on the PROMs used. CONCLUSION The results of this study were mixed with some PROMs indicating a greater burden for care partners of individuals with AD versus other chronic diseases, and other PROMs showing a greater burden for care partners of individuals with other chronic diseases. Psychiatric disorders imposed a greater burden on care partners compared to AD, while somatic diseases in the musculoskeletal system resulted in a significantly smaller burden on care partners compared to AD.
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Affiliation(s)
- Murat Demirbas
- Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
| | | | - Henrik L Jørgensen
- Department of Clinical Biochemistry, Copenhagen University Hospital, Hvidovre, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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128
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Peiper NC, Nelson BW, Aschbacher K, Forman-Hoffman VL. Trajectories of depression symptoms in a therapist-supported digital mental health intervention: a repeated measures latent profile analysis. Soc Psychiatry Psychiatr Epidemiol 2023; 58:1237-1246. [PMID: 36651947 PMCID: PMC9847436 DOI: 10.1007/s00127-022-02402-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 12/12/2022] [Indexed: 01/19/2023]
Abstract
PURPOSE Major depression affects 10% of the US adult population annually, contributing to significant burden and impairment. Research indicates treatment response is a non-linear process characterized by combinations of gradual changes and abrupt shifts in depression symptoms, although less is known about differential trajectories of depression symptoms in therapist-supported digital mental health interventions (DMHI). METHODS Repeated measures latent profile analysis was used to empirically identify differential trajectories based upon biweekly depression scores on the Patient Health Questionnaire-9 (PHQ-9) among patients engaging in a therapist-supported DMHI from January 2020 to July 2021. Multivariate associations between symptom trajectories with sociodemographics and clinical characteristics were examined with multinomial logistic regression. Minimal clinically important differences (MCID) were defined as a five-point change on the PHQ-9 from baseline to week 12. RESULTS The final sample included 2192 patients aged 18 to 82 (mean = 39.1). Four distinct trajectories emerged that differed by symptom severity and trajectory of depression symptoms over 12 weeks. All trajectories demonstrated reductions in symptoms. Despite meeting MCID criteria, evidence of treatment resistance was found among the trajectory with the highest symptom severity. Chronicity of major depressive episodes and lifetime trauma exposures were ubiquitous across the trajectories in a multinomial logistic regression model. CONCLUSIONS These data indicate that changes in depression symptoms during DMHI are heterogenous and non-linear, suggesting a need for precision care strategies to address treatment resistance and increase engagement. Future efforts should examine the effectiveness of trauma-informed treatment modules for DMHIs as well as protocols for continuation treatment and relapse prevention.
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Affiliation(s)
- Nicholas C Peiper
- Meru Health, Inc., 720 South B Street, Second Floor, San Mateo, CA, 94401, USA.
- Department of Epidemiology and Population Health, University of Louisville, Louisville, KY, USA.
| | - Benjamin W Nelson
- Meru Health, Inc., 720 South B Street, Second Floor, San Mateo, CA, 94401, USA
- Department of Psychology and Neuroscience, University of North Carolina Chapel Hill, Chapel Hill, NC, USA
| | - Kirstin Aschbacher
- Meru Health, Inc., 720 South B Street, Second Floor, San Mateo, CA, 94401, USA
- Department of Psychiatry, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA
| | - Valerie L Forman-Hoffman
- Meru Health, Inc., 720 South B Street, Second Floor, San Mateo, CA, 94401, USA
- Department of Epidemiology, The University of Iowa, Iowa, IA, USA
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129
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Allen EC, Goslawski MM, Taple BJ, Sakowicz A, Alvarado-Goldberg M, Miller ES. The association between adverse childhood experiences and perinatal depression symptom trajectories. Am J Obstet Gynecol MFM 2023; 5:101039. [PMID: 37247667 DOI: 10.1016/j.ajogmf.2023.101039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 05/13/2023] [Indexed: 05/31/2023]
Abstract
BACKGROUND Having a history of adverse childhood experiences is associated with an increased risk for treatment-resistant depression in the general population. Whether this relationship is true in the perinatal context is unknown. OBJECTIVE This study aimed to examine the association between adverse childhood experiences and the trajectories of antenatal and postpartum depression among people enrolled in a perinatal collaborative care program for mental healthcare. STUDY DESIGN This retrospective cohort study included all pregnant and postpartum people who were referred to and enrolled in a perinatal collaborative care program for mental healthcare and who delivered at a single, quaternary care institution between March 2016 and March 2021. Individuals referred to the collaborative care program were linked with a care manager and had access to evidence-based mental health treatment such as a psychiatric consult, pharmacotherapy, and psychotherapy. All individuals enrolled in the collaborative care program underwent adverse childhood experience screens at intake. A score of >3 on the validated Adverse Childhood Experiences Questionnaire was defined as a high adverse childhood experience score. Depression symptom monitoring occurred via electronic Patient Health Questionaire-9 screening every 2 to 4 weeks, and escalation of care was recommended for those without evidence of improvement. Antenatal depression trajectories were determined by comparing the earliest available prenatal Patient Health Questionaire-9 score closest to the time of referral to collaborative care with the latest Patient Health Questionaire-9 score before delivery. Postpartum trajectories were determined by comparing the earliest postpartum Patient Health Questionaire-9 score after delivery with the latest score before 12 weeks' postpartum. Depression trajectories were categorized as improved, stable, or worsened based on whether the Patient Health Questionaire-9 scores changed by at least 2 standard deviations (ie, 5 points on the Patient Health Questionaire-9 scale). Bivariable and multivariable analyses were performed. RESULTS Of the 1270 people who met the inclusion criteria, 294 (23.1%) reported a high adverse childhood experience score. Those with a high adverse childhood experience score were more likely to experience a worsened antenatal depression trajectory than those with a low adverse childhood experience score (10.3% vs 4.3%; P=.008). This association persisted after adjusting for potential confounders (adjusted odds ratio, 2.39; 95% confidence interval, 1.05-5.46). There was no significant difference in the postpartum depression trajectories between those with a high and those with a low adverse childhood experience score. CONCLUSION Having a high adverse childhood experience score is associated with a worsened antenatal depression trajectory for those enrolled in a collaborative care program. Given its high prevalence, future research should evaluate effective modalities of perinatal depression prevention and treatment specific for pregnant people with a history of adverse childhood experiences.
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Affiliation(s)
- Emma C Allen
- Northwestern University Feinberg School of Medicine, Chicago, IL (Ms Allen and Ms Alvarado-Goldberg).
| | - Melissa M Goslawski
- Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, IL (Dr Goslawski)
| | - Bayley J Taple
- Center for Behavioral Intervention Technologies, Department of Preventative Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Dr Taple)
| | - Allie Sakowicz
- Department of Obstetrics and Gynecology, Wake Forest University School of Medicine, Winston-Salem, NC (Dr Sakowicz)
| | - Mayán Alvarado-Goldberg
- Northwestern University Feinberg School of Medicine, Chicago, IL (Ms Allen and Ms Alvarado-Goldberg)
| | - Emily S Miller
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, IL (Dr Miller)
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130
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Sikström S, Kelmendi B, Persson N. Assessment of depression and anxiety in young and old with a question-based computational language approach. NPJ MENTAL HEALTH RESEARCH 2023; 2:11. [PMID: 38609578 PMCID: PMC10955843 DOI: 10.1038/s44184-023-00032-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 07/11/2023] [Indexed: 04/14/2024]
Abstract
Middle aged adults experience depression and anxiety differently than younger adults. Age may affect life circumstances, depending on accessibility of social connections, jobs, physical health, etc, as these factors influence the prevalence and symptomatology. Depression and anxiety are typically measured using rating scales; however, recent research suggests that such symptoms can be assessed by open-ended questions that are analysed by question-based computational language assessments (QCLA). Here, we study middle aged and younger adults' responses about their mental health using open-ended questions and rating scales about their mental health. We then analyse their responses with computational methods based on natural language processing (NLP). The results demonstrate that: (1) middle aged adults describe their mental health differently compared to younger adults; (2) where, for example, middle aged adults emphasise depression and loneliness whereas young adults list anxiety and financial concerns; (3) different semantic models are warranted for younger and middle aged adults; (4) compared to young participants, the middle aged participants described their mental health more accurately with words; (5) middle-aged adults have better mental health than younger adults as measured by semantic measures. In conclusion, NLP combined with machine learning methods may provide new opportunities to identify, model, and describe mental health in middle aged and younger adults and could possibly be applied to the older adults in future research. These semantic measures may provide ecological validity and aid the assessment of mental health.
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Affiliation(s)
| | - Bleona Kelmendi
- Department of Psychology, Potsdam University, Potsdam, Germany
| | - Ninni Persson
- Department of Psychology, Uppsala University, Uppsala, Sweden
- Institute for Globally Distributed Open Research and Education (IGDORE), Gothenburg, Sweden
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131
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Song J, Litvin B, Allred R, Chen S, Hull TD, Areán PA. Comparing Message-Based Psychotherapy to Once-Weekly, Video-Based Psychotherapy for Moderate Depression: Randomized Controlled Trial. J Med Internet Res 2023; 25:e46052. [PMID: 37384392 PMCID: PMC10365600 DOI: 10.2196/46052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 05/03/2023] [Accepted: 05/23/2023] [Indexed: 07/01/2023] Open
Abstract
BACKGROUND Despite the high prevalence of major depressive disorder and the related societal burden, access to effective traditional face-to-face or video-based psychotherapy is a challenge. An alternative that offers mental health care in a flexible setting is asynchronous messaging therapy. To date, no study has evaluated its efficacy and acceptability in a randomized controlled trial for depression. OBJECTIVE The aim of this study was to compare the efficacy and acceptability of message-based psychotherapy for depression to once-weekly video-based psychotherapy. METHODS In this 2-armed randomized controlled trial, individuals (N=83) with depressive symptomatology (Patient Health Questionnaire-9 ≥10) were recruited on the internet and randomly assigned to either a message-based intervention group (n=46) or a once-weekly video-based intervention group (n=37). Patients in the message-based treatment condition exchanged asynchronous messages with their therapist following an agreed-upon schedule. Patients in the video-based treatment condition met with their therapist once each week for a 45-minute video teletherapy session. Self-report data for depression, anxiety, and functional impairment were collected at pretreatment, weekly during treatment, at posttreatment, and at a 6-month follow-up. Self-reported treatment expectancy and credibility for the assigned intervention were assessed at pretreatment and therapeutic alliance at posttreatment. RESULTS Findings from multilevel modeling indicated significant, medium-to-large improvements in depression (d=1.04; 95% CI 0.60-1.46), anxiety (d=0.61; 95% CI 0.22-0.99), and functional impairment (d=0.66; 95% CI 0.27-1.05) for patients in the message-based treatment condition. Changes in depression (d=0.11; 95% CI -0.43 to 0.66), anxiety (d=-0.01; 95% CI -0.56 to 0.53), and functional impairment (d=0.25; 95% CI -0.30 to 0.80) in the message-based treatment condition were noninferior to those in the video-based treatment condition. There were no significant differences in treatment credibility (d=-0.09; 95% CI -0.64 to 0.45), therapeutic alliance (d=-0.15; 95% CI -0.75 to 0.44), or engagement (d=0.24; 95% CI -0.20 to 0.67) between the 2 treatment conditions. CONCLUSIONS Message-based psychotherapy could present an effective and accessible alternative treatment modality for patients who might not be able to engage in traditional scheduled services such as face-to-face or video-based psychotherapy. TRIAL REGISTRATION ClinicalTrials.gov NCT05467787; https://www.clinicaltrials.gov/ct2/show/NCT05467787.
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Affiliation(s)
- Jiyoung Song
- Department of Psychology, University of California, Berkeley, Berkeley, CA, United States
| | | | - Ryan Allred
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Shiyu Chen
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | | | - Patricia A Areán
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
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Lipson SK, Diaz Y, Davis J, Eisenberg D. Mental health among first-generation college students: Findings from the national Healthy Minds Study, 2018-2021. COGENT MENTAL HEALTH 2023; 2:2220358. [PMID: 38145239 PMCID: PMC10745194 DOI: 10.1080/28324765.2023.2220358] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 05/12/2023] [Indexed: 12/26/2023]
Abstract
A mounting body of evidence reveals that college mental health outcomes are worsening over time. That said, little is known about the mental health needs of the nearly eight million first-generation students in U.S. postsecondary education. The present study uses population-level data from the national Healthy Minds Study to compare prevalence of mental health symptoms and use of services for first-generation and continuing-generation students from 2018-2021. The sample includes 192,202 students at 277 campuses, with 17.3% being first-generation. Findings reveal a high prevalence of mental health symptoms among both first-generation and continuing-generation students. Controlling for symptoms, FG students had significantly lower rates of mental health service use. Just 32.8% of first-generation students with symptoms received therapy in the past year, relative to 42.8% among continuing-generation students, and this disparity widened during the COVID-19 pandemic. Findings have important implications for the design and implementation of higher education policies, mental health delivery systems, college persistence and retention initiatives, and public health efforts in school settings.
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Affiliation(s)
- Sarah Ketchen Lipson
- Boston University School of Public Health, Department of Health Law Policy and Management
| | - Yareliz Diaz
- Boston University School of Public Health, Department of Health Law Policy and Management
| | | | - Daniel Eisenberg
- University of California Los Angeles Fielding School of Public Health, Department of Health Policy and Management
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133
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Palay J, Bolton JM, Sareen J, Hensel JM. Increasing access to specialist care with group medical visits: summary of a pilot in a post-crisis psychiatric clinic. FRONTIERS IN HEALTH SERVICES 2023; 3:1127725. [PMID: 37435511 PMCID: PMC10332818 DOI: 10.3389/frhs.2023.1127725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 06/14/2023] [Indexed: 07/13/2023]
Abstract
Background Group medical visits (GMVs) have strong evidence of acceptability and effectiveness in the management of chronic medical diseases. Adaptation of GMVs for psychiatric care has potential to increase access, decrease stigma and save costs. Despite promise, this model has not been widely adopted. Methods A novel GMV pilot was implemented for psychiatric care post-crisis among patients with primary mood or anxiety disorders who required medication management. Participants filled out PHQ-9 and GAD-7 scales at each visit in order to track their progress. After discharge, charts were reviewed for demographics, medication changes and symptom changes. Patient characteristics were compared between those who attended and those who didn't. Changes in total PHQ-9 and GAD-7 scores among attendees were assessed with paired t-tests. Results Forty-eight patients were enrolled between October 2017 and the end of December 2018, 41 of whom consented to participate. Of those, 10 did not attend, 8 attended but did not complete, and 23 completed. Baseline PHQ-9 and GAD-7 scores did not differ significantly between groups. Significant and meaningful reductions in PHQ-9 and GAD-7 scores from baseline to last visit attended occurred among those who attended at least 1 visit (decrease of 5.13 and 5.26 points, respectively). Conclusions This GMV pilot demonstrated feasibility of the model as well as positive outcomes for patients recruited in a post-crisis setting. This model has the potential to increase access to psychiatric care in the face of limited resources, however the failure of the pilot to sustain highlights challenges to be addressed in future pivots.
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134
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Price S, Hamann HA, Halaby L, Trejo J, Rogers FC, Weihs K. Collaborative depression care sensitive to the needs of underserved patients with cancer: Feasibility, acceptability and outcomes. J Psychosoc Oncol 2023; 42:90-112. [PMID: 37345874 PMCID: PMC10739610 DOI: 10.1080/07347332.2023.2224314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/23/2023]
Abstract
PURPOSE A single-arm trial evaluated the feasibility, acceptability, and outcomes of COPE-D, a collaborative care intervention for underserved cancer patients with depression. METHODS Bilingual (Spanish and English) care managers provided counseling and/or medication management in consultation with physicians. Outcomes were treatment improvement (≥ 5-point reduction in PHQ-9), treatment response (≥ 50% reduction in PHQ-9), suicidal ideation resolution, and changes in depression (PHQ-9), anxiety (GAD-2), sleep disturbance (PSQI), global mental and physical health (PROMIS), social isolation (PROMIS), and qualitative feedback. RESULTS 193 patients consented to participate. 165 initiated and 141 completed treatment, with 65% and 56% achieving treatment improvement and response, respectively. Outcomes did not differ by ethnicity (31% Hispanic), cancer stage (71% stages III-IV), income, or education. Suicidal ideation, depression, anxiety, sleep disturbance, and social isolation also improved. Qualitative feedback was largely positive. CONCLUSION COPE-D improved depression and quality of life among underserved patients, with acceptable retention rates.
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Affiliation(s)
- Sarah Price
- Department of Psychology, University of Arizona, 1503 E. University Blvd, Tucson, AZ 85719
- Department of Social Sciences and Health Policy, Wake Forest University School of Medicine, 525 Vine Street Suite 410, Winston-Salem, NC 27101
| | - Heidi A. Hamann
- Department of Psychology, University of Arizona, 1503 E. University Blvd, Tucson, AZ 85719
- Department of Family and Community Medicine, University of Arizona, 1450 N. Cherry Ave, Tucson, AZ 85724
- University of Arizona Cancer Center, 3838 N. Campbell Ave, Tucson AZ 85719
| | - Laila Halaby
- Department of Psychology, University of Arizona, 1503 E. University Blvd, Tucson, AZ 85719
| | - Juanita Trejo
- Department of Psychology, University of Arizona, 1503 E. University Blvd, Tucson, AZ 85719
| | | | - Karen Weihs
- University of Arizona Cancer Center, 3838 N. Campbell Ave, Tucson AZ 85719
- Department of Psychiatry, University of Arizona, 1501 N. Campbell Ave, Tucson, AZ 85724
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Taylor RW, Male R, Economides M, Bolton H, Cavanagh K. Feasibility and Preliminary Efficacy of Digital Interventions for Depressive Symptoms in Working Adults: Multiarm Randomized Controlled Trial. JMIR Form Res 2023; 7:e41590. [PMID: 37327027 PMCID: PMC10337296 DOI: 10.2196/41590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 03/02/2023] [Accepted: 04/14/2023] [Indexed: 06/17/2023] Open
Abstract
BACKGROUND Depressive symptoms are highly prevalent and have broad-ranging negative implications. Digital interventions are increasingly available in the workplace context, but supporting evidence is limited. OBJECTIVE This study aimed to evaluate the feasibility, acceptability, and preliminary efficacy of 3 digital interventions for depressive symptoms in a sample of UK-based working adults experiencing mild to moderate symptoms. METHODS This was a parallel, multiarm, pilot randomized controlled trial. Participants were allocated to 1 of 3 digital interventions or a waitlist control group and had 3 weeks to complete 6 to 8 short self-guided sessions. The 3 interventions are available on the Unmind mental health app for working adults and draw on behavioral activation, cognitive behavioral therapy, and acceptance and commitment therapy. Web-based assessments were conducted at baseline, postintervention (week 3), and at 1-month follow-up (week 7). Participants were recruited via Prolific, a web-based recruitment platform, and the study was conducted entirely on the web. Feasibility and acceptability were assessed using objective engagement data and self-reported feedback. Efficacy outcomes were assessed using validated self-report measures of mental health and functioning and linear mixed models with intention-to-treat principles. RESULTS In total, 2003 individuals were screened for participation, of which 20.22% (405/2003) were randomized. A total of 92% (373/405) of the participants were retained in the study, 97.4% (295/303) initiated their allocated intervention, and 66.3% (201/303) completed all sessions. Moreover, 80.6% (229/284) of the participants rated the quality of their allocated intervention as excellent or good, and 79.6% (226/284) of the participants were satisfied or very satisfied with their intervention. All active groups showed improvements in well-being, functioning, and depressive and anxiety symptoms compared with the control group, which were maintained at 4 weeks. Hedges g effect sizes for depressive symptoms ranged from -0.53 (95% CI -0.25 to -0.81) to -0.74 (95% CI -0.45 to -1.03). CONCLUSIONS All interventions were feasible and acceptable, and the preliminary efficacy findings indicated that their use may improve depressive symptoms, well-being, and functioning. The predefined criteria for a definitive trial were met. TRIAL REGISTRATION International Standard Randomised Controlled Trial Number (ISRCTN) ISRCTN13067492; https://www.isrctn.com/ISRCTN13067492.
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Grochtdreis T, König HH, Keetharuth AD, Gallinat J, Konnopka A, Schulz H, Lambert M, Karow A, Dams J. Psychometric evaluation of the German version of the Recovering Quality of Life (ReQoL) measures in patients with affective disorders. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2023; 24:499-512. [PMID: 35776388 PMCID: PMC10175471 DOI: 10.1007/s10198-022-01489-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 06/07/2022] [Indexed: 05/12/2023]
Abstract
BACKGROUND The generic self-reported Recovering Quality of Life (ReQoL) measures were developed for measuring recovery-focused health-related quality of life (HrQoL) in persons with mental health conditions. The aim of this study was to assess the psychometric properties of the German version of the ReQoL measures in patients with affective disorders in Germany. METHODS Data from a patient sub-sample in a randomized controlled trial have been used (N = 393). The internal consistency and the test-retest reliability of the ReQoL measures were assessed using Cronbach's Alpha and the intra-class correlation coefficient (ICC). The concurrent validity and the known-group validity of the ReQoL measures were assessed using Pearson's Correlation coefficient and Cohen's d. The responsiveness was assessed using Glass' Δ and the standardized response mean (SRM). RESULTS The reliability among the items of the ReQoL-20 was overall excellent. The ICC of the ReQoL-20 was r = 0.70, indicating moderate test-retest reliability. The concurrent validity of the ReQoL-20 with the clinical measure PHQ-9 was strong with a correlation coefficient of r = - 0.76. The known-group validity of the ReQoL-20 using PHQ-9 cut-off points was large with an effect size of d = 1.63. The ReQoL measures were sensitive to treatment response and remission of symptoms measured by the PHQ-9 with large effect sizes/SRM. DISCUSSION The psychometric properties of the ReQoL measures for the assessment of patients with affective disorders were overall good. With the ReQoL, valid and reliable measures for the assessment of recovery-focused HrQoL for persons with affective disorders are available in German language.
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Affiliation(s)
- Thomas Grochtdreis
- Department of Health Economics and Health Services Research, Hamburg Center for Health Economics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
| | - Hans-Helmut König
- Department of Health Economics and Health Services Research, Hamburg Center for Health Economics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | | | - Jürgen Gallinat
- Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Alexander Konnopka
- Department of Health Economics and Health Services Research, Hamburg Center for Health Economics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Holger Schulz
- Department of Medical Psychology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Martin Lambert
- Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Anne Karow
- Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Judith Dams
- Department of Health Economics and Health Services Research, Hamburg Center for Health Economics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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Patel AA, Tapper EB, Kanwal F, Woodrell CD, Hansen L, Lai JC, Rogal S, McDermott C, Rakoski M, Ufere NN. Targets and study design for symptom-focused trials aimed at patients with cirrhosis: An expert consensus. Hepatol Commun 2023; 7:e0135. [PMID: 37267219 PMCID: PMC10241502 DOI: 10.1097/hc9.0000000000000135] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Accepted: 03/07/2023] [Indexed: 06/04/2023] Open
Abstract
BACKGROUND Symptom-focused trials are critically needed for patients with cirrhosis. However, this work would benefit from standard processes and validated measures. METHODS A writing group was formed among hepatologists, nurses, palliative care providers, pharmacists, and clinical trial experts focused on symptom management in patients with cirrhosis to define the key (1) components of trial design, (2) symptom targets, (3) measurement, and (4) outcomes for each target. From July 2022 to January 2023, panelists participated in an iterative process of developing and arriving at a consensus for each component. The goal was to provide consensus definitions that can be operationalized in future clinical trials, including for patients with cirrhosis. RESULTS The panel reached a consensus on key reporting features for clinical trials, along with considerations for study design. Nine key symptom targets (muscle cramps, pruritus, pain, fatigue, sexual dysfunction, sleep disorders, depression and anxiety, nausea/vomiting, and dyspnea/breathlessness) were identified. The panel selected instruments that can be considered for clinical trials based on psychometric validation and previous experience. The panel identified ongoing needs, including instrument validation, safety data, evidence about non-pharmacologic interventions, and comparative effectiveness studies. CONCLUSION This expert panel identified key design, reporting, and measurement elements to standardize processes and measures in future symptom-focused clinical trials in the context of cirrhosis.
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Affiliation(s)
- Arpan A. Patel
- Tamar and Vatche Manoukian Division of Digestive Diseases, University of California, Los Angeles, Los Angeles, California, USA
- VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Elliot B. Tapper
- Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Fasiha Kanwal
- Baylor College of Medicine and Michael E DeBakey VA Medical Center, Houston, Texas, USA
| | - Christopher D. Woodrell
- Brookdale Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Geriatric Research, Education and Clinical Center, James J. Peters VA Medical Center, Bronx, New York, USA
| | - Lissi Hansen
- Oregon Health & Science University, School of Nursing, Portland, Oregon, USA
| | - Jennifer C. Lai
- Division of Gastroenterology and Hepatology, University of California, San Francisco, California, USA
| | - Shari Rogal
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
- Division of Gastroenterology, Hepatology, and Nutrition, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Cara McDermott
- Division of Geriatrics, Department of Medicine, Duke University, Durham, New Carolina, USA
- Geriatric Research, Education and Clinical Center, Durham VA Medical Center, Durham, New Carolina, USA
| | - Mina Rakoski
- Division of Gastroenterology and Hepatology, Loma Linda University Health, Loma Linda, California, USA
| | - Nneka N. Ufere
- Gastrointestinal Unit, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachussetts, USA
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138
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Scarfe ML, Belisario K, Gillard J, De Jesus J, Frey BN, Van Ameringen M, McKinnon MC, Gohari MR, Busse JW, MacKillop J. Periodicity and severity of changes in depression and anxiety during the COVID-19 pandemic: Ten-wave longitudinal findings from an observational cohort study of community adults. Psychiatry Res 2023; 326:115267. [PMID: 37295351 PMCID: PMC10211253 DOI: 10.1016/j.psychres.2023.115267] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 05/22/2023] [Accepted: 05/23/2023] [Indexed: 06/12/2023]
Abstract
AIMS Few multi-wave longitudinal studies have examined mental health changes across the coronavirus 2019 (COVID-19) pandemic. The current study examined: (a) overall changes in depression and anxiety over 10-waves of data collection; (b) subgroup moderators of changes; (c) clinical severity of the changes via minimally important differences (MIDs); and (d) correlates of clinically important changes. METHODS Using a longitudinal observational cohort design, 1412 non-clinical adults (Mage=36; 60% female) were assessed for depression and anxiety via the PHQ-9 and GAD-7 from October 2018 to April 2022 (3 pre-pandemic, 7 intra-pandemic waves; M retention = 92%). RESULTS Depression and anxiety exhibited significant intra-pandemic changes, reflecting initial increases, followed by decreases. Pre-pandemic severity moderated changes, with low severity participants exhibiting increases and high severity participants exhibiting non-significant change or decreases. For depression and anxiety, respectively, 10% and 11% exhibited MID increases, while 4% and 6% exhibited MID decreases. Divergent patterns were present by severity subgroup, with the lowest severity exhibiting higher rates of MID increases and the highest severity subgroup exhibiting higher rates of MID decreases. CONCLUSIONS These findings illuminate the periodicity of depression and anxiety during the COVID-19 pandemic and reveal an unexpected inverse relationship between increases and decreases based on pre-pandemic severity.
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Affiliation(s)
- Molly L Scarfe
- Peter Boris Centre for Addictions Research, McMaster University & St. Joseph's Healthcare Hamilton, 100 West 5th St, Hamilton, Ontario L8P 3R2, Canada; St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada; Department of Psychology Neuroscience and Behaviour, McMaster University, Hamilton, Ontario, Canada
| | - Kyla Belisario
- Peter Boris Centre for Addictions Research, McMaster University & St. Joseph's Healthcare Hamilton, 100 West 5th St, Hamilton, Ontario L8P 3R2, Canada; St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Jessica Gillard
- Peter Boris Centre for Addictions Research, McMaster University & St. Joseph's Healthcare Hamilton, 100 West 5th St, Hamilton, Ontario L8P 3R2, Canada; St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Jane De Jesus
- Peter Boris Centre for Addictions Research, McMaster University & St. Joseph's Healthcare Hamilton, 100 West 5th St, Hamilton, Ontario L8P 3R2, Canada; St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Benicio N Frey
- St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada; Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario, Canada; Michael G. DeGroote Centre for Medicinal Cannabis Research, McMaster University, Hamilton, Ontario, Canada
| | - Michael Van Ameringen
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario, Canada; Michael G. DeGroote Centre for Medicinal Cannabis Research, McMaster University, Hamilton, Ontario, Canada
| | - Margaret C McKinnon
- St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada; Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario, Canada; Homewood Research Institute, Guelph, Ontario, Canada
| | - Mahmood R Gohari
- School of Public Health Sciences, University of Waterloo, Canada
| | - Jason W Busse
- Michael G. DeGroote Centre for Medicinal Cannabis Research, McMaster University, Hamilton, Ontario, Canada; Department of Anesthesia, McMaster University, Hamilton, Ontario, Canada; Department of Health Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
| | - James MacKillop
- Peter Boris Centre for Addictions Research, McMaster University & St. Joseph's Healthcare Hamilton, 100 West 5th St, Hamilton, Ontario L8P 3R2, Canada; Department of Psychology Neuroscience and Behaviour, McMaster University, Hamilton, Ontario, Canada; Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario, Canada; Michael G. DeGroote Centre for Medicinal Cannabis Research, McMaster University, Hamilton, Ontario, Canada; Homewood Research Institute, Guelph, Ontario, Canada.
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Kulikov VN, Crosthwaite PC, Hall SA, Flannery JE, Strauss GS, Vierra EM, Koepsell XL, Lake JI, Padmanabhan A. A CBT-based mobile intervention as an adjunct treatment for adolescents with symptoms of depression: a virtual randomized controlled feasibility trial. Front Digit Health 2023; 5:1062471. [PMID: 37323125 PMCID: PMC10262850 DOI: 10.3389/fdgth.2023.1062471] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 04/27/2023] [Indexed: 06/17/2023] Open
Abstract
Background High rates of adolescent depression demand for more effective, accessible treatment options. A virtual randomized controlled trial was used to assess the feasibility and acceptability of a 5-week, self-guided, cognitive behavioral therapy (CBT)-based mobile application, Spark, compared to a psychoeducational mobile application (Active Control) as an adjunct treatment for adolescents with depression during the COVID-19 pandemic. Methods A community sample aged 13-21, with self-reported symptoms of depression, was recruited nationwide. Participants were randomly assigned to use either Spark or Active Control (NSpark = 35; NActive Control = 25). Questionnaires, including the PHQ-8 measuring depression symptoms, completed before, during, and immediately following completion of the intervention, evaluated depressive symptoms, usability, engagement, and participant safety. App engagement data were also analyzed. Results 60 eligible adolescents (female = 47) were enrolled in 2 months. 35.6% of those expressing interest were consented and all enrolled. Study retention was high (85%). Spark users rated the app as usable (System Usability Scalemean = 80.67) and engaging (User Engagement Scale-Short Formmean = 3.62). Median daily use was 29%, and 23% completed all levels. There was a significant negative relationship between behavioral activations completed and change in PHQ-8. Efficacy analyses revealed a significant main effect of time, F = 40.60, p < .001, associated with decreased PHQ-8 scores over time. There was no significant Group × Time interaction (F = 0.13, p = .72) though the numeric decrease in PHQ-8 was greater for Spark (4.69 vs. 3.56). No serious adverse events or adverse device effects were reported for Spark users. Two serious adverse events reported in the Active Control group were addressed per our safety protocol. Conclusion Recruitment, enrollment, and retention rates demonstrated study feasibility by being comparable or better than other mental health apps. Spark was highly acceptable relative to published norms. The study's novel safety protocol efficiently detected and managed adverse events. The lack of significant difference in depression symptom reduction between Spark and Active Control may be explained by study design and study design factors. Procedures established during this feasibility study will be leveraged for subsequent powered clinical trials evaluating app efficacy and safety. Clinical Trial Registration https://clinicaltrials.gov/ct2/show/NCT04524598.
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Affiliation(s)
- Vera N. Kulikov
- Research Department, Limbix Health, San Francisco, CA, United States
| | | | - Shana A. Hall
- Research Department, Limbix Health, San Francisco, CA, United States
| | | | | | - Elise M. Vierra
- Content Department, Limbix Health, San Francisco, CA, United States
| | - Xin L. Koepsell
- Content Department, Limbix Health, San Francisco, CA, United States
| | - Jessica I. Lake
- Science Department, Limbix Health, San Francisco, CA, United States
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140
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O'Daffer A, Comiskey L, Scott SR, Zhou C, Bradford MC, Yi-Frazier JP, Rosenberg AR. Protocol for the promoting resilience in stress management (PRISM) intervention: a multi-site randomized controlled trial for adolescents and young adults with advanced cancer. BMC Palliat Care 2023; 22:60. [PMID: 37189149 DOI: 10.1186/s12904-023-01179-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 05/03/2023] [Indexed: 05/17/2023] Open
Abstract
BACKGROUND Adolescents and young adults (AYAs) with cancer are at high risk of poor psychosocial outcomes, and evidence-based interventions designed to meet their psychosocial and communication needs are lacking. The main objective of this project is to test the efficacy of a new adaptation of the Promoting Resilience in Stress Management intervention for AYAs with Advanced Cancer (PRISM-AC). METHODS/DESIGN The PRISM-AC trial is a 2-arm, parallel, non-blinded, multisite, randomized controlled trial. 144 participants with advanced cancer will be enrolled and randomized to either usual, non-directive, supportive care without PRISM-AC ("control" arm) or with PRISM-AC ("experimental" arm). PRISM is a manualized, skills-based training program comprised of four 30-60 min, one-on-one sessions targeting AYA-endorsed resilience resources (stress-management, goal-setting, cognitive-reframing, and meaning-making). It also includes a facilitated family meeting and a fully equipped smartphone app. The current adaptation includes an embedded advance care planning module. English- or Spanish-speaking individuals 12-24 years old with advanced cancer (defined as progressive, recurrent, or refractory disease, or any diagnosis associated with < 50% survival) receiving care at 4 academic medical centers are eligible. Patients' caregivers are also eligible to participate in this study if they are able to speak and read English or Spanish, and are cognitively and physically able to participate. Participants in all groups complete surveys querying patient-reported outcomes at the time of enrollment and 3-, 6-, 9-, and 12-months post-enrollment. The primary outcome of interest is patient-reported health-related quality of life (HRQOL) and secondary outcomes of interest include patient anxiety, depression, resilience, hope and symptom burden, parent/caregiver anxiety, depression and health-related quality of life, and family palliative care activation. We will conduct intention-to-treat analysis to compare the group means of primary and secondary outcomes between PRISM-AC arm and control arm with regression models. DISCUSSION This study will provide methodologically rigorous data and evidence regarding a novel intervention to promote resilience and reduce distress among AYAs with advanced cancer. This research has the potential to offer a practical, skills-based curriculum designed to improve outcomes for this high-risk group. TRIAL REGISTRATION ClinicalTrials.gov Identifier NCT03668223, September 12, 2018.
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Affiliation(s)
| | - Liam Comiskey
- Seattle Children's Research Institute, Seattle, WA, USA
| | - Samantha R Scott
- Seattle Children's Research Institute, Seattle, WA, USA
- University of Denver, Denver, CO, USA
| | - Chuan Zhou
- Seattle Children's Research Institute, Seattle, WA, USA
- University of Washington, Seattle, WA, USA
| | | | | | - Abby R Rosenberg
- Dana-Farber Cancer Institute, 450 Brookline Ave, JF7, Boston, MA, 02215, USA.
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Urmanche AA, Solomonov N, Sankin LS, Subramanyam A, Pedreza-Cumba M, Scaduto L, Garcia J, Jockers K, Wolf R, Sirey JA. Research-Practice Partnership to Develop and Implement Routine Mental Health Symptom Tracking Tool Among Older Adults During COVID-19. Am J Geriatr Psychiatry 2023; 31:326-337. [PMID: 36641298 PMCID: PMC9788852 DOI: 10.1016/j.jagp.2022.12.191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 12/16/2022] [Accepted: 12/19/2022] [Indexed: 12/25/2022]
Abstract
OBJECTIVE Older adults are disproportionally impacted by the COVID-19 pandemic, causing a mental health crisis in late life, due to physical restrictions (e.g., quarantine), limited access to services, and lower literacy and access to technology. Despite established benefits, systematic screening of mental health needs of older adults in community and routine care settings is limited and presents multiple challenges. Cross-disciplinary collaborations are essential for identification and evaluation of mental health needs and service delivery. METHODS Using a research-practice partnership model, we developed and implemented a routine mental health needs identification and tracking tool at a community-based social services organization. Repeated screenings were conducted remotely over 5 months and included depression, anxiety, perceived loneliness, social support, and related domains such as sleep quality, resilience, and trauma symptoms linked to COVID-19. We examined symptomatic distress levels and associations between different domains of functioning. RESULTS Our project describes the process of establishing a research-practice partnership during the COVID-19 pandemic. We collected 292 screenings from 124 individuals; clients were mildly to moderately depressed and anxious, reporting large amounts of time alone and moderate levels of loneliness. Those reporting higher depressive symptoms reported higher anxiety symptoms, poorer sleep quality, lower quality of life, lower capacity to adapt to challenging situations, and greater trauma symptoms due to COVID-19. CONCLUSION Our routine screening tool can serve as a blueprint for case management agencies and senior centers nationwide, beyond the pressing mental health crisis due to COVID-19, to continue identifying needs as they emerge in the community.
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Affiliation(s)
- Adelya A Urmanche
- Weill Cornell Institute of Geriatric Psychiatry (AAU, NS, LSS, JAS), Weill Cornell Medical College, New York, NY; Mount Sinai Beth Israel (AAU), New York, NY
| | - Nili Solomonov
- Weill Cornell Institute of Geriatric Psychiatry (AAU, NS, LSS, JAS), Weill Cornell Medical College, New York, NY
| | - Lindsey S Sankin
- Weill Cornell Institute of Geriatric Psychiatry (AAU, NS, LSS, JAS), Weill Cornell Medical College, New York, NY
| | | | | | | | | | - Ken Jockers
- Hudson Guild (AS, MPC, LS, JG, KJ, RW), New York, NY
| | - Robert Wolf
- Hudson Guild (AS, MPC, LS, JG, KJ, RW), New York, NY
| | - Jo Anne Sirey
- Weill Cornell Institute of Geriatric Psychiatry (AAU, NS, LSS, JAS), Weill Cornell Medical College, New York, NY.
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Fabbri C, Mutz J, Lewis CM, Serretti A. Depressive symptoms and neuroticism-related traits are the main factors associated with wellbeing independent of the history of lifetime depression in the UK Biobank. Psychol Med 2023; 53:3000-3008. [PMID: 35695039 PMCID: PMC10235644 DOI: 10.1017/s003329172100502x] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 11/08/2021] [Accepted: 11/16/2021] [Indexed: 11/06/2022]
Abstract
BACKGROUND Wellbeing has a fundamental role in determining life expectancy and major depressive disorder (MDD) is one of the main modulating factors of wellbeing. This study evaluated the modulators of wellbeing in individuals with lifetime recurrent MDD (RMDD), single-episode MDD (SMDD) and no MDD in the UK Biobank. METHODS Scores of happiness, meaningful life and satisfaction about functioning were condensed in a functioning-wellbeing score (FWS). We evaluated depression and anxiety characteristics, neuroticism-related traits, physical diseases, lifestyle and polygenic risk scores (PRSs) of psychiatric disorders. Other than individual predictors, we estimated the cumulative contribution to FWS of each group of predictors. We tested the indirect role of neuroticism on FWS through the modulation of depression manifestations using a mediation analysis. RESULTS We identified 47 966, 21 117 and 207 423 individuals with lifetime RMDD, SMDD and no MDD, respectively. Depression symptoms and personality showed the largest impact on FWS (variance explained ~20%), particularly self-harm, worthlessness feelings during the worst depression, chronic depression, loneliness and neuroticism. Personality played a stronger role in SMDD. Anxiety characteristics showed a higher effect in SMDD and no MDD groups. Neuroticism played indirect effects through specific depressive symptoms that modulated FWS. Physical diseases and lifestyle explained only 4-5% of FWS variance. The PRS of MDD showed the largest effect on FWS compared to other PRSs. CONCLUSIONS This was the first study to comprehensively evaluate the predictors of wellbeing in relation to the history of MDD. The identified variables are important to identify individuals at risk and promote wellbeing.
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Affiliation(s)
- Chiara Fabbri
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Julian Mutz
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Cathryn M. Lewis
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Alessandro Serretti
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
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Tanaka H, Saga T, Iwauchi K, Honda M, Morimoto T, Matsuda Y, Uratani M, Okazaki K, Nakamura S. The Validation of Automated Social Skills Training in Members of the General Population Over 4 Weeks: Comparative Study. JMIR Form Res 2023; 7:e44857. [PMID: 37103996 PMCID: PMC10176127 DOI: 10.2196/44857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 03/03/2023] [Accepted: 03/20/2023] [Indexed: 04/28/2023] Open
Abstract
BACKGROUND Social skills training by human trainers is a well-established method of teaching appropriate social and communication skills and strengthening social self-efficacy. Specifically, human social skills training is a fundamental approach to teaching and learning the rules of social interaction. However, it is cost-ineffective and offers low accessibility, since the number of professional trainers is limited. A conversational agent is a system that can communicate with a human being in a natural language. We proposed to overcome the limitations of current social skills training with conversational agents. Our system is capable of speech recognition, response selection, and speech synthesis and can also generate nonverbal behaviors. We developed a system that incorporated automated social skills training that completely adheres to the training model of Bellack et al through a conversational agent. OBJECTIVE This study aimed to validate the training effect of a conversational agent-based social skills training system in members of the general population during a 4-week training session. We compare 2 groups (with and without training) and hypothesize that the trained group's social skills will improve. Furthermore, this study sought to clarify the effect size for future larger-scale evaluations, including a much larger group of different social pathological phenomena. METHODS For the experiment, 26 healthy Japanese participants were separated into 2 groups, where we hypothesized that group 1 (system trained) will make greater improvement than group 2 (nontrained). System training was done as a 4-week intervention where the participants visit the examination room every week. Each training session included social skills training with a conversational agent for 3 basic skills. We evaluated the training effect using questionnaires in pre- and posttraining evaluations. In addition to the questionnaires, we conducted a performance test that required the social cognition and expression of participants in new role-play scenarios. Blind ratings by third-party trainers were made by watching recorded role-play videos. A nonparametric Wilcoxson Rank Sum test was performed for each variable. Improvement between pre- and posttraining evaluations was used to compare the 2 groups. Moreover, we compared the statistical significance from the questionnaires and ratings between the 2 groups. RESULTS Of the 26 recruited participants, 18 completed this experiment: 9 in group 1 and 9 in group 2. Those in group 1 achieved significant improvement in generalized self-efficacy (P=.02; effect size r=0.53). We also found a significant decrease in state anxiety presence (P=.04; r=0.49), measured by the State-Trait Anxiety Inventory (STAI). For ratings by third-party trainers, speech clarity was significantly strengthened in group 1 (P=.03; r=0.30). CONCLUSIONS Our findings reveal the usefulness of the automated social skills training after a 4-week training period. This study confirms a large effect size between groups on generalized self-efficacy, state anxiety presence, and speech clarity.
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Affiliation(s)
- Hiroki Tanaka
- Nara Institute of Science and Technology, Ikoma, Japan
| | - Takeshi Saga
- Nara Institute of Science and Technology, Ikoma, Japan
| | - Kota Iwauchi
- Nara Institute of Science and Technology, Ikoma, Japan
| | - Masato Honda
- Department of Psychiatry, Nara Medical University, Kashihara, Japan
| | - Tsubasa Morimoto
- Department of Psychiatry, Nara Medical University, Kashihara, Japan
| | | | | | - Kosuke Okazaki
- Department of Psychiatry, Nara Medical University, Kashihara, Japan
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Funk J, Kopf-Beck J, Watkins E, Ehring T. Does an app designed to reduce repetitive negative thinking decrease depression and anxiety in young people? (RETHINK): a randomized controlled prevention trial. Trials 2023; 24:295. [PMID: 37098547 PMCID: PMC10129320 DOI: 10.1186/s13063-023-07295-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 04/05/2023] [Indexed: 04/27/2023] Open
Abstract
BACKGROUND The first onset of common mental health disorders, such as mood and anxiety disorders, mostly lies in adolescence or young adulthood. Hence, effective and scalable prevention programs for this age group are urgently needed. Interventions focusing on repetitive negative thinking (RNT) appear especially promising as RNT is an important transdiagnostic process involved in the development of depression and anxiety disorders. First clinical trials indeed show positive effects of preventative interventions targeting RNT on adult as well as adolescent mental health. Self-help interventions that can be delivered via a mobile phone app may have the advantage of being highly scalable, thus facilitating prevention on a large scale. This trial aims to investigate whether an app-based RNT-focused intervention can reduce depressive and anxiety symptoms in young people at risk for mental health disorders. METHODS The trial will be conducted in a sample (planned N = 351) of individuals aged 16-22 years with elevated levels of RNT but no current depression or anxiety disorder. In a randomized controlled between-subjects design, two versions of the app-based self-help intervention will be compared to a waiting list control condition. The full RNT-focused intervention encompasses a variety of RNT-reducing strategies, whereas the concreteness training intervention focuses on only one of these strategies, i.e., concrete thinking. The primary outcome (depressive symptoms) and secondary outcomes (anxiety symptoms and RNT) will be measured at pre-intervention, post-intervention (6 weeks after pre-intervention), and follow-up (18 weeks after pre-intervention). DISCUSSION This trial aims to find out whether targeting RNT via an app is an effective and feasible way of preventing depression and anxiety disorders in adolescents. Since app-based interventions are highly scalable, this trial might contribute to tackling challenges related to the increasing rates of mental health disorders among young people. TRIAL REGISTRATION https://www.drks.de , DRKS00027384. Registered on 21 February 2022-prospectively registered.
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Affiliation(s)
- Julia Funk
- Department of Psychology, LMU Munich, Munich, Germany.
| | | | - Edward Watkins
- Mood Disorders Centre, School of Psychology, University of Exeter, Exeter, UK
| | - Thomas Ehring
- Department of Psychology, LMU Munich, Munich, Germany
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Noij L, Haarman E, Hashimoto S, Terheggen-Lagro S, Altenburg J, Twisk J, Verkleij M. Depression, anxiety, and resilience during COVID-19 in Dutch patients with cystic fibrosis or primary ciliary dyskinesia and their caregivers. Pediatr Pulmonol 2023. [PMID: 37083207 DOI: 10.1002/ppul.26427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 03/01/2023] [Accepted: 04/07/2023] [Indexed: 04/22/2023]
Abstract
BACKGROUND The COVID-19 pandemic has spread across the world, leading to government measures associated with a negative impact on mental health. The aim of this study was to evaluate the impact of the pandemic on depression, anxiety and resilience in Dutch people with cystic fibrosis (PwCF) or primary ciliary dyskinesia (PwPCD) and their caregivers. METHODS Adolescents (12-17 years) and caregivers of children (0-17 years) with CF, and adolescents, adults and caregivers of children with PCD completed questionnaires on depression, anxiety and resilience between September 2020 and February 2021. The psychosocial impact of COVID-19 was measured by the Exposure and Family Impact Survey (CEFIS) Part 2. Mixed model analyses compared depression and anxiety results to participants' prepandemic scores. RESULTS One hundred ten participants (10 PwCF, 31 PwPCD, 52 CF caregivers, 17 PCD caregivers) completed questionnaires during the pandemic. Prepandemic outcomes were available for 87 participants. The prevalence of symptoms of depression and anxiety (PHQ-9 or GAD-7 scores ≥5) in PwCF and PwPCD and their caregivers before and during the pandemic was high, with an increase in depression in PwCF (2.75; 95% confidence interval: 0.82-4.68) and increase in anxiety in CF caregivers (1.03; 0.09-1.96) during the pandemic. Resilience was within the normal range for all groups, CEFIS scores corresponded to a low to normal impact. CONCLUSION PwCF and PwPCD and their caregivers were at risk of elevated depression and anxiety symptoms both before and during the pandemic, which emphasizes the importance of mental health screening and psychological care in CF and PCD.
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Affiliation(s)
- Lieke Noij
- Department of Pediatric Pulmonology, Emma Children's Hospital, Amsterdam UMC, Amsterdam, The Netherlands
| | - Eric Haarman
- Department of Pediatric Pulmonology, Emma Children's Hospital, Amsterdam UMC, Amsterdam, The Netherlands
| | - Simone Hashimoto
- Department of Pediatric Pulmonology, Emma Children's Hospital, Amsterdam UMC, Amsterdam, The Netherlands
| | - Suzanne Terheggen-Lagro
- Department of Pediatric Pulmonology, Emma Children's Hospital, Amsterdam UMC, Amsterdam, The Netherlands
| | - Josje Altenburg
- Department of Pulmonology, Amsterdam UMC, Amsterdam, The Netherlands
| | - Jos Twisk
- Department of Epidemiology and Data Science, Amsterdam UMC, Amsterdam, The Netherlands
| | - Marieke Verkleij
- Department of Pediatric Psychology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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Mäder M, Timpel P, Schönfelder T, Militzer-Horstmann C, Scheibe S, Heinrich R, Häckl D. Evidence requirements of permanently listed digital health applications (DiGA) and their implementation in the German DiGA directory: an analysis. BMC Health Serv Res 2023; 23:369. [PMID: 37069592 PMCID: PMC10108444 DOI: 10.1186/s12913-023-09287-w] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 03/15/2023] [Indexed: 04/19/2023] Open
Abstract
BACKGROUND With its digital health application (DiGA)-system, Germany is considered one of Europe's pioneers in the field of evidence-based digital health. Incorporating DiGA into standard medical care must be based on evidence-based success factors; however, a comprehensive overview of the evidence required of scientific studies for their approval is lacking. OBJECTIVE The study aims to, (1) identify specific requirements defined by the Federal Institute for Drugs and Medical Devices (German: Bundesinstitut für Arzneimittel- und Medizinprodukte; BfArM) to design adequate studies, proving a positive healthcare effect, and (2) to assess the evidence given for applications permanently listed in the DiGA directory. METHODS A multi-step approach was used: (1) identification of the evidence requirements for applications permanently listed in the DiGA directory, (2) identification of the evidence available supporting them. RESULTS All DiGA permanently listed in the DiGA directory (13 applications) are included in the formal analysis. Most DiGA addressed mental health (n = 7), and can be prescribed for one or two indications (n = 10). All permanently listed DiGA have demonstrated their positive healthcare effect through a medical benefit, and most of them provide evidence for one defined primary endpoint. All DiGA manufacturers conducted a randomized controlled trial. DISCUSSION It is striking that- although patient-relevant structural and procedural improvements show high potential for improving care, especially in terms of processes - all DiGA have provided a positive care effect via a medical benefit. Although BfArM accepts study designs with a lower level of evidence for the proof of a positive healthcare effect, all manufacturers conducted a study with a high level of evidence. CONCLUSION The results of this analysis indicate that permanently listed DiGA meet higher standards than required by the guideline.
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Affiliation(s)
- Melanie Mäder
- Faculty of Economics and Management Science, Leipzig University, Chair for Health Economics and Management, Leipzig, Germany.
- Scientific Institute for Health Economics and Health System Research (WIG2 GmbH), Markt 8, 04109, Leipzig, Germany.
| | - Patrick Timpel
- Scientific Institute for Health Economics and Health System Research (WIG2 GmbH), Markt 8, 04109, Leipzig, Germany
| | - Tonio Schönfelder
- Scientific Institute for Health Economics and Health System Research (WIG2 GmbH), Markt 8, 04109, Leipzig, Germany
- Department of Health Sciences/Public Health, Dresden University, Dresden, Germany
| | - Carsta Militzer-Horstmann
- Faculty of Economics and Management Science, Leipzig University, Chair for Health Economics and Management, Leipzig, Germany
- Scientific Institute for Health Economics and Health System Research (WIG2 GmbH), Markt 8, 04109, Leipzig, Germany
| | - Sandy Scheibe
- Scientific Institute for Health Economics and Health System Research (WIG2 GmbH), Markt 8, 04109, Leipzig, Germany
- Department of Health Sciences/Public Health, Dresden University, Dresden, Germany
| | - Ria Heinrich
- Scientific Institute for Health Economics and Health System Research (WIG2 GmbH), Markt 8, 04109, Leipzig, Germany
| | - Dennis Häckl
- Faculty of Economics and Management Science, Leipzig University, Chair for Health Economics and Management, Leipzig, Germany
- Scientific Institute for Health Economics and Health System Research (WIG2 GmbH), Markt 8, 04109, Leipzig, Germany
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147
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O'Daffer A, Comiskey L, Scott SR, Zhou C, Bradford MC, Yi-Frazier JP, Rosenberg AR. Protocol for The Promoting Resilience in Stress Management (PRISM) Intervention: a multi-site randomized controlled trial for adolescents and young adults with advanced cancer. RESEARCH SQUARE 2023:rs.3.rs-2748874. [PMID: 37066150 PMCID: PMC10104275 DOI: 10.21203/rs.3.rs-2748874/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
Background Adolescents and young adults (AYAs) with cancer are at high risk of poor psychosocial outcomes, and evidence-based interventions designed to meet their psychosocial and communication needs are lacking. The main objective of this project is to test the efficacy of a new adaptation of the Promoting Resilience in Stress Management intervention for AYAs with Advanced Cancer (PRISM-AC). Methods/design: The PRISM-AC trial is a 2-arm, parallel, non-blinded, multisite, randomized controlled trial. 144 participants with advanced cancer will be enrolled and randomized to either usual, non-directive, supportive care without PRISM-AC ("control" arm) or with PRISM-AC ("experimental" arm). PRISM is a manualized, skills-based training program comprised of four 30-60 minute, one-on-one sessions targeting AYA-endorsed resilience resources (stress-management, goal-setting, cognitive-reframing, and meaning-making). It also includes a facilitated family meeting and a fully equipped smartphone app. The current adaptation includes an embedded advance care planning module. English- or Spanish-speaking individuals 12-24 years old with advanced cancer (defined as progressive, recurrent, or refractory disease, or any diagnosis associated with < 50% survival) receiving care at 4 academic medical centers are eligible. Patients' caregivers are also eligible to participate in this study if they are able to speak and read English or Spanish, and are cognitively and physically able to participate. Participants in all groups complete surveys querying patient-reported outcomes at the time of enrollment and 3-, 6-, 9-, and 12-months post-enrollment. The primary outcome of interest is patient-reported health-related quality of life (HRQOL) and secondary outcomes of interest include patient anxiety, depression, resilience, hope and symptom burden, parent/caregiver anxiety, depression and health-related quality of life, and family palliative care activation. We will conduct intention-to-treat analysis to compare the group means of primary and secondary outcomes between PRISM-AC arm and control arm with regression models. Discussion This study will provide methodologically rigorous data and evidence regarding a novel intervention to promote resilience and reduce distress among AYAs with advanced cancer. This research has the potential to offer a practical, skills-based curriculum designed to improve outcomes for this high-risk group. Trial registration: ClinicalTrials.gov Identifier NCT03668223, September 12, 2018.
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148
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Danaher BG, Seeley JR, Silver RK, Tyler MS, Kim JJ, La Porte LM, Cleveland E, Smith DR, Milgrom J, Gau JM. Trial of a patient-directed eHealth program to ameliorate perinatal depression: the MomMoodBooster2 practical effectiveness study. Am J Obstet Gynecol 2023; 228:453.e1-453.e10. [PMID: 36174746 PMCID: PMC10039954 DOI: 10.1016/j.ajog.2022.09.027] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 09/09/2022] [Accepted: 09/20/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND Depression is one of the most common complications of childbirth, and is experienced by approximately 17% of pregnant women and 13% of postpartum women. An estimated 85% of these women go untreated-an alarming statistic given the serious consequences for the mother, her child, other family members, and society. Professional societies (the American College of Obstetricians and Gynecologists and American Academy of Pediatrics) have recommended improvements in screening and treatment. Meta-analyses indicate that cognitive behavioral therapy eHealth interventions are efficacious for depression, generally, and for perinatal depression, specifically. Earlier controlled trials have established the effectiveness and acceptability of MomMoodBooster (including an Australian version, MumMoodBooster), an eHealth program for ameliorating postpartum depression. OBJECTIVE This study aimed to evaluate the effectiveness of a perinatal version of MomMoodBooster encompassing both prenatal and postpartum content in a healthcare delivery setting already providing universal screening and referral of at-risk patients as part of routine care. STUDY DESIGN A practical effectiveness study randomly assigned 95 pregnant and 96 postpartum women screened as depressed and satisfying eligibility criteria to experimental groups: the healthcare organization's perinatal depression care program (routine-care group) and routine care+MomMoodBooster2 program (eHealth group). Eligibility criteria included: pregnant or <1 year postpartum, ≥18 years of age, no active suicidal ideation, access to broadband internet via desktop/laptop, tablet, or smartphone, and English language proficiency. RESULTS Intent-to-treat analyses of group effects used fixed-effects growth models to assess 12-week posttest change in outcomes. Results showed that both groups had significantly decreased depression severity, anxiety, stress, and automatic thoughts, and increased behavioral activation and self-efficacy. Relative to the routine-care group, the eHealth group displayed significantly greater decreases in depression severity and stress. These group comparisons were not moderated by depression severity (screening or baseline), anxiety, stress, or pregnant/postpartum status. Almost all (93%; n=89) women in the eHealth group visited their program, of whom 99% visited program sessions (M sessions visited=4.3±2.0; M total session duration=73.0±70.2 minutes; 49% viewed all 6 sessions). Among confirmed eHealth program users who provided ratings, 96% (79/82) rated their program as easy to use, 83% rated it helpful, and 93% (76/82) indicated that they would recommend it. CONCLUSION Results support the effectiveness of using MomMoodBooster2 as a treatment option for perinatal women with depression, especially when combined with universal depression screening and referral. Consequently, the eHealth program shows promise as a tool to increase the reach of treatment delivery and to potentially reduce the number of untreated perinatal women with depression.
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Affiliation(s)
- Brian G Danaher
- Influents Innovations, Eugene, OR; Oregon Research Institute, Eugene, OR.
| | | | | | | | - J Jo Kim
- NorthShore University HealthSystem, Chicago, IL
| | | | | | | | - Jeannette Milgrom
- Parent-Infant Research Institute, Melbourne, Australia; The University of Melbourne, Melbourne, Australia
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149
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Doorenbos AZ, Schlaeger JM, deMartelly VA, Burke LA, Boyd AD, Knisely MR, Leigh JW, Li H, Mandernach MW, Molokie RE, Patil CL, Steffen AD, Shah N, Ezenwa MO. Hybrid effectiveness-implementation trial of guided relaxation and acupuncture for chronic sickle cell disease pain (GRACE): A protocol. Contemp Clin Trials Commun 2023; 32:101076. [PMID: 36852100 PMCID: PMC9958255 DOI: 10.1016/j.conctc.2023.101076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 11/09/2022] [Accepted: 01/14/2023] [Indexed: 01/20/2023] Open
Abstract
Background People with sickle cell disease frequently use complementary and integrative therapies to cope with their pain, yet few studies have evaluated their effectiveness. The 3-arm, 3-site pragmatic Hybrid Effectiveness-implementation Trial of Guided Relaxation and Acupuncture for Chronic Sickle Cell Disease Pain (GRACE) has 3 priorities: (1) evaluate guided relaxation and acupuncture to improve pain control; (2) determine the most appropriate and effective treatment sequence for any given patient based on their unique characteristics; and (3) describe the processes and structures required to implement guided relaxation and acupuncture within health care systems. Methods Participants (N = 366) are being recruited and randomized 1:1:1 to one of 2 intervention groups or usual care. The acupuncture intervention group receives 10 sessions over approximately 5 weeks. The guided relaxation intervention group receives access to video sessions ranging from 2 to 20 min each viewed daily over 5 weeks. The usual care group receives the standard of clinical care for sickle cell disease. Participants are re-randomized at 6 weeks depending on their pain impact score. Assessments occur at 6 weeks, 12 weeks, and 24 weeks. The primary outcome is the change in pain impact score and secondary measures include opioid use, anxiety, depression, sleep, pain catastrophizing, substance use, global impression of change, constipation, and hospitalizations. The GRACE study uses the Consolidated Framework for Implementation Research to plan, execute, and evaluate the associated implementation processes. Conclusion The results from GRACE will represent a critical step toward improving management of pain affecting patients with sickle cell disease.ClinicalTrials.gov Identifier: NCT04906447.
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Affiliation(s)
- Ardith Z. Doorenbos
- College of Nursing, University of Illinois Chicago, 845 S. Damen, Chicago, IL, 60612, USA
| | - Judith M. Schlaeger
- College of Nursing, University of Illinois Chicago, 845 S. Damen, Chicago, IL, 60612, USA
| | - Victoria A. deMartelly
- College of Nursing, University of Illinois Chicago, 845 S. Damen, Chicago, IL, 60612, USA
| | - Larisa A. Burke
- College of Nursing, University of Illinois Chicago, 845 S. Damen, Chicago, IL, 60612, USA
| | - Andrew D. Boyd
- College of Applied Health Sciences, 1919 W Taylor St, Chicago, IL, 60612, USA
| | | | - Jonathan W. Leigh
- College of Nursing, University of Illinois Chicago, 845 S. Damen, Chicago, IL, 60612, USA
| | - Hongjin Li
- College of Nursing, University of Illinois Chicago, 845 S. Damen, Chicago, IL, 60612, USA
| | - Molly W. Mandernach
- Department of Medicine, UF Health, PO Box 100278, Gainesville, FL, 32610, USA
| | - Robert E. Molokie
- College of Applied Health Sciences, 1919 W Taylor St, Chicago, IL, 60612, USA
- Jesse Brown VA Medical Center, Chicago, IL, 60612, USA
| | - Crystal L. Patil
- College of Nursing, University of Illinois Chicago, 845 S. Damen, Chicago, IL, 60612, USA
| | - Alana D. Steffen
- College of Nursing, University of Illinois Chicago, 845 S. Damen, Chicago, IL, 60612, USA
| | - Nirmish Shah
- Department of Medicine, Duke University, 40 Medicine Circle, Durham, NC, 27710, USA
| | - Miriam O. Ezenwa
- College of Nursing, University of Florida, 1225 Center Drive, PO Box 100197, Gainesville, FL, 32610-0197, USA
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150
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Torke AM, Varner-Perez SE, Burke ES, Taylor TA, Slaven JE, Kozinski KL, Maiko SM, Pfeffer BJ, Banks SK. Effects of Spiritual Care on Well-Being of Intensive Care Family Surrogates: A Clinical Trial. J Pain Symptom Manage 2023; 65:296-307. [PMID: 36526251 PMCID: PMC10129066 DOI: 10.1016/j.jpainsymman.2022.12.007] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 12/03/2022] [Accepted: 12/07/2022] [Indexed: 12/15/2022]
Abstract
CONTEXT Critical illness of a family member is associated with high emotional and spiritual distress and difficult medical decisions. OBJECTIVES To determine if a semistructured spiritual care intervention improves the well-being of family surrogate decision makers in intensive care (ICU) settings. METHODS This study is a randomized, allocation-concealed, parallel group, usual care-controlled, single-blind trial of patient/surrogate dyads in five ICUs in one Midwest, academic medical center. Patients were 18 and older admitted to the ICU and unable to make medical decisions. The intervention involved proactive contact from the chaplain, scheduled, semi-structured visits, weekly follow-up, and bereavement calls. The control group received usual care. The primary endpoint was the surrogate's anxiety (Generalized Anxiety Disorders-7 scale), six to eight weeks after discharge. RESULTS Of 192 patient/surrogate dyads enrolled, 128 completed outcome assessments. At follow-up, anxiety in the intervention group was lower than control (median score 1 (interquartile range 0,6) vs. 4 (1,9), P = 0.0057). The proportion of patients with a minimal clinically important difference (MCID) in anxiety of 2+ was 65.2% in the intervention group vs. 49.2% in control. The odds of an MCID remained higher in adjusted analysis (Odds Ratio 3.11, 95% confidence interval 1.18, 8.21; P = 0.0218) The adjusted odds of an MCID were higher for spiritual well-being (OR 3.79, CI 1.41,10.17; P = 0.0081). Satisfaction with spiritual care was also higher (adjusted mean 3.5 ± 0.4 vs. 2.9 ± 0.1); P < .0001). CONCLUSIONS Proactive, semistructured spiritual care delivered by chaplains improves well-being for ICU surrogates. Results provide evidence for inclusion of chaplains in palliative and intensive care teams.
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Affiliation(s)
- Alexia M Torke
- Indiana University School of Medicine (A.M.T., S.M.M., S.K.B.), Indianapolis, Indiana; Daniel F. Evans Center (A.M.T., S.E.V.P., S.M.M., B.J.P.), Indiana University Health, Indianapolis, Indiana; IU Center for Aging Research (A.M.T., S.E.V.P., E.S.B., T.A.T.), Regenstrief Institute, Indianapolis, Indiana.
| | - Shelley E Varner-Perez
- Daniel F. Evans Center (A.M.T., S.E.V.P., S.M.M., B.J.P.), Indiana University Health, Indianapolis, Indiana; IU Center for Aging Research (A.M.T., S.E.V.P., E.S.B., T.A.T.), Regenstrief Institute, Indianapolis, Indiana; Spiritual Care and Chaplaincy Department (S.E.V.P., B.J.P.), Indiana University Health, Indianapolis, Indiana
| | - Emily S Burke
- IU Center for Aging Research (A.M.T., S.E.V.P., E.S.B., T.A.T.), Regenstrief Institute, Indianapolis, Indiana
| | - Tracy A Taylor
- IU Center for Aging Research (A.M.T., S.E.V.P., E.S.B., T.A.T.), Regenstrief Institute, Indianapolis, Indiana
| | - James E Slaven
- Department of Biostatistics and Health Data Science (J.E.S.), Indiana University School of Medicine, Indianapolis, Indiana
| | | | - Saneta M Maiko
- Indiana University School of Medicine (A.M.T., S.M.M., S.K.B.), Indianapolis, Indiana; Daniel F. Evans Center (A.M.T., S.E.V.P., S.M.M., B.J.P.), Indiana University Health, Indianapolis, Indiana
| | - Bruce J Pfeffer
- Daniel F. Evans Center (A.M.T., S.E.V.P., S.M.M., B.J.P.), Indiana University Health, Indianapolis, Indiana; Spiritual Care and Chaplaincy Department (S.E.V.P., B.J.P.), Indiana University Health, Indianapolis, Indiana
| | - Sarah K Banks
- Indiana University School of Medicine (A.M.T., S.M.M., S.K.B.), Indianapolis, Indiana
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