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Chai L. Food Insecurity and Mental Health: A Moderated Mediation Analysis. CANADIAN REVIEW OF SOCIOLOGY = REVUE CANADIENNE DE SOCIOLOGIE 2025. [PMID: 40342269 DOI: 10.1111/cars.70009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 04/05/2025] [Accepted: 04/17/2025] [Indexed: 05/11/2025]
Abstract
Extensive research has demonstrated the negative impact of food insecurity on mental health; however, the mediating and moderating mechanisms underlying this relationship remain underexplored. Using data from the 2022 National Health Interview Survey (N = 25,703), this study investigates whether sleep problems mediate the relationship between food insecurity and mental health outcomes-specifically depressive and anxiety symptoms-and whether marital status moderates this relationship. The findings indicate that sleep problems partially mediate the effects of food insecurity on depressive and anxiety symptoms. In addition, the impact of sleep problems on these mental health outcomes is less severe among married individuals compared to their unmarried counterparts. However, marital status does not moderate the relationship between food insecurity and sleep problems, nor the relationship between food insecurity and mental health outcomes. The analysis of conditional indirect effects reveals a more pronounced mediation effect of sleep problems among unmarried individuals. These results suggest a partial protective role of marriage in mental health and underscore the importance of addressing sleep problems, particularly among unmarried individuals, in understanding the interplay between food insecurity, sleep problems, and mental health.
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Affiliation(s)
- Lei Chai
- Department of Social Work and Social Administration, The University of Hong Kong, Hong Kong, China
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2
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Yirenya-Tawiah A, Cubbin C. Racial and Ethnic Disparities in Mental Health Service Utilization During COVID-19. J Racial Ethn Health Disparities 2025:10.1007/s40615-025-02456-z. [PMID: 40327290 DOI: 10.1007/s40615-025-02456-z] [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: 02/06/2024] [Revised: 04/22/2025] [Accepted: 04/24/2025] [Indexed: 05/07/2025]
Abstract
OBJECTIVES Racial/ethnic disparities in access to and delayed mental healthcare persist and disenfranchise marginalized populations. The COVID-19 pandemic exacerbated unmet needs for improved mental health services and care. Using the Andersen's model of healthcare utilization, we examined associations between predisposing, enabling, and need factors on mental healthcare utilization among a nationally representative sample of US adults during the pandemic. DESIGN This cross-sectional study examined mental healthcare seeking behaviors using cross-sectional data from the 2021 National Health Interview Survey using Andersen's healthcare utilization framework (n = 19,555). Accounting for weighting and the complex sample design, including imputed income files for missing data, we estimated logistic regression models to examine adjusted associations between mental health predisposing (age, gender, race/ethnicity, and marital status), enabling, (health insurance status, income, education, and geographic location), and mental health need (anxiety and depression symptoms) factors and receiving mental healthcare in the prior year. RESULTS Our findings from multivariate logistic regression models indicated significant mental healthcare disparities in every predisposing, enabling, and need factor. In adjusted models, racial and ethnic minorities used services at significantly lower odds than non-Hispanic Whites. CONCLUSION The results suggest the need for improved policies and culturally relevant evidence-based interventions in improving mental health seeking attitudes and overall care, specifically for underserved populations. There is a dire need to address access and barriers to mental health services in the US with a focus on how race and ethnicity intersect with other established barriers such as socioeconomic status and geography.
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Affiliation(s)
- Abena Yirenya-Tawiah
- Steve Hicks School of Social Work, The University of Texas at Austin, Austin, TX, USA.
| | - Catherine Cubbin
- Steve Hicks School of Social Work, The University of Texas at Austin, Austin, TX, USA
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Armoon B, Lesage A, Mohammadi R, Khoshnazar Z, Varnosfaderani MR, Hosseini A, Fotovvati F, Mohammadjani F, Khosravi L, Beigzadeh M, Griffiths MD. Perceived Unmet Need for Care and Barriers to Care Among Individuals with Mental Health Issues: A Meta-analysis. ADMINISTRATION AND POLICY IN MENTAL HEALTH AND MENTAL HEALTH SERVICES RESEARCH 2025:10.1007/s10488-025-01446-x. [PMID: 40314899 DOI: 10.1007/s10488-025-01446-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/12/2025] [Indexed: 05/03/2025]
Abstract
Unmet needs refer to the gap between the health services individuals require and what they receive. Individuals with mental health issues often face barriers preventing them from accessing the care they need. A meta-analysis was conducted to estimate the pooled prevalence of unmet needs for care and barriers to care among individuals with mental health issues. The databases PubMed, Scopus, Web of Science, and Cochrane Library were searched for relevant studies published from December 1, 1985 to August 1, 2024. Following the screening process, 204 included studies remained for meta-analysis. Individuals with mental health issues reported significant pooled prevalence rate of unmet care needs over the past year, with the most common being related to work/occupation (43%), dental care (41%), counseling (40%), social intervention (37%), mental health (34%), physical health needs (33%), skills training (32%), social network (32%), psychological distress (31%), information (27%), intimate relationships (27%), benefits (26%), harm reduction (25%), psychotic symptoms (24%), housing (24%), money and food (21%), education (20%), sexual expression (19%), home care (16%), safety (15%), self-care (15%), telephone support (9%), and child care (8%). The pooled prevalence rates of barriers to accessing care were motivational (38%), structural (37%), financial (31%), and stigmatization (25%). The findings indicated that patients with substance use disorders experienced a significantly higher prevalence of unmet care needs and barriers to accessing care compared to those with mental health disorders and homeless individuals. The results showed that unmet care needs were highest among those in established adulthood, while harm reduction was more common among adolescents and emerging adults. Physical health and food needs were most prevalent among midlife adults. Barriers to care were most common among adolescents and emerging adults, except for structural barriers, which were most frequent among midlife adults. To address the unmet employment needs of Individuals with mental health issues, comprehensive training in essential skills is recommended. Enhancing dentists' mental health understanding and fostering collaboration among healthcare providers is crucial. Government-funded, low-barrier service models for substance use disorder patients is suggested to enhance accessibility and effectiveness, while improving health service affordability and acceptability is essential.
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Affiliation(s)
- Bahram Armoon
- Social Determinants of Health Research Center, Saveh University of Medical Sciences, Saveh, Iran.
| | - Alain Lesage
- Centre de Recherche de l'Institut, Universitaire en santé mentale de Montréal, Montreal, QC, Canada
- Department of Psychiatry, Université de Montréal, Montreal, QC, Canada
| | - Rasool Mohammadi
- School of Health and Nutrition, Social Determinants of Health Research Center, Lorestan University of Medical Sciences, Khorramabad, Iran
| | - Zahedeh Khoshnazar
- Student Research Committee, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | | | - Aida Hosseini
- Student Research Committee, Saveh University of Medical Sciences, Saveh, Iran
| | - Fatemeh Fotovvati
- Student Research Committee, Saveh University of Medical Sciences, Saveh, Iran
| | | | - Leila Khosravi
- Student Research Committee, Saveh University of Medical Sciences, Saveh, Iran
| | - Mehran Beigzadeh
- Student Research Committee, Saveh University of Medical Sciences, Saveh, Iran
| | - Mark D Griffiths
- International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, UK
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Yu H, Bauermeister JA, Oyiborhoro U, Villarruel AM, Bonett S. The relationship between racial discrimination in healthcare, loneliness, and mental health among Black Philadelphia residents. Int J Equity Health 2025; 24:109. [PMID: 40259356 PMCID: PMC12013007 DOI: 10.1186/s12939-025-02475-6] [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: 09/03/2024] [Accepted: 04/09/2025] [Indexed: 04/23/2025] Open
Abstract
BACKGROUND Black individuals in the U.S. report experiencing the highest levels of racial discrimination in healthcare. Racial discrimination in healthcare contributes to mental health issues and has been shown to be associated with loneliness. Despite this, there is limited research on the role loneliness plays in the relationship between racial discrimination in healthcare settings and mental health outcomes. This study explored the relationship between racial discrimination in healthcare, loneliness, and mental health outcomes (depression and anxiety) among Black individuals. METHODS This study was part of the PhillyCEAL (Community Engagement Alliance) initiative. Between February 2024 and April 2024, 327 Black Philadelphia residents completed online surveys. Multiple linear regression analyses examined the associations between racial discrimination in healthcare, loneliness, depression, and anxiety. Covariates included Hispanic ethnicity, age, insurance, lesbian, gay, bisexual, transgender, queer or questioning, and other sexual and gender diverse (LGBTQ+) status, sex assigned at birth, relationship status, employment, medical conditions, income, and education. RESULTS Racial discrimination in healthcare was positively associated with loneliness (b = 0.66, 95% CI: 0.29 to 1.04), depression (b = 0.52, 95% CI: 0.19 to 0.86), and anxiety (b = 0.85, 95% CI: 0.50 to 1.19). When controlling for loneliness, the association between racial discrimination in healthcare and depression became non-significant (b = 0.29, 95% CI: -0.03 to 0.61), while the association between racial discrimination in healthcare and anxiety remained significant (b = 0.62, 95% CI: 0.29 to 0.94). CONCLUSION Addressing racial discrimination within healthcare settings is crucial for improving mental health outcomes among Black populations. Given the significant role of loneliness in this relationship, interventions aimed at reducing loneliness may help mitigate the adverse mental health effects of racial discrimination in healthcare for Black populations.
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Affiliation(s)
- Hyunmin Yu
- School of Nursing, University of Pennsylvania, 418 Curie Blvd, Philadelphia, PA, 19104, United States of America.
| | - José A Bauermeister
- School of Nursing, University of Pennsylvania, 418 Curie Blvd, Philadelphia, PA, 19104, United States of America
| | - Ufuoma Oyiborhoro
- School of Nursing, University of Pennsylvania, 418 Curie Blvd, Philadelphia, PA, 19104, United States of America
| | - Antonia M Villarruel
- School of Nursing, University of Pennsylvania, 418 Curie Blvd, Philadelphia, PA, 19104, United States of America
| | - Stephen Bonett
- School of Nursing, University of Pennsylvania, 418 Curie Blvd, Philadelphia, PA, 19104, United States of America
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Scott A, Kunicki ZJ, Greaney ML, Carvalho C, DaRosa N, Oliveira C, Allen JD. Sociodemographic Variables Associated with Self-reported Access to Mental Healthcare Among Brazilian Immigrant Women in the U.S. J Immigr Minor Health 2025; 27:224-233. [PMID: 39812767 DOI: 10.1007/s10903-024-01666-7] [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: 12/18/2024] [Indexed: 01/16/2025]
Abstract
Brazilians are a rapidly growing immigrant population in the United States (U.S.), yet little is known about their mental health and access to mental healthcare. Our goal was to access associations between the pursuit of- and access to-mental healthcare with mental health status and socio-demographic characteristics among Brazilian immigrant women. We conducted an online survey of Brazilian women aged 18 or older who reported being born in Brazil and currently residing in the U.S. We recruited respondents via Brazilian cultural media, community organizations serving Brazilian immigrants, and social media. We assessed respondents' perceived access to mental healthcare, self-reported mental health (CES-D-10), and socio-demographic characteristics and conducted multivariable logistic regression. Our analysis included 351 participants. Half (52%) had CES-D-10 scores indicating high levels of depressive symptomatology. A third (33%) reported seeking care for their mental health in the past 12 months, 87% of whom reported obtaining care. Results of multivariable logistic regression determined that respondents who sought mental healthcare were more likely to have higher CES-D-10 scores (OR = 1.09, 95% CI 1.03-1.15), very low incomes (<$10,000 per year; OR = 0.34, 95% CI 0.12-0.96), and were marginally more likely to have a primary care provider (OR = 2.11, 95% CI 1.00, 4.46). We found that despite a high level of depressive symptomology, only one-third reported accessing care. While difficulty accessing care for mental issues is a widespread issue, our findings suggest that efforts are needed to ameliorate mental health issues for Brazilian women to reduce systemic, interpersonal, and individual barriers to seeking care among the 13% who sought healthcare but were unable to receive it.
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Affiliation(s)
- Ashley Scott
- Boston University School of Public Health, 715 Albany St, Boston, MA, 20118, USA
| | - Zachary J Kunicki
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, 345 Blackstone Boulevard Box G-BH, Providence, RI, USA
| | - Mary L Greaney
- Department of Health Studies, University of Rhode Island, 25 West Independence Way, Kingston, RI, USA
| | - Clarissa Carvalho
- Department of Sociology and Anthropology, College of the Holy Cross, 1 College St, Worcester, MA, 01.610, USA
| | - Nicholas DaRosa
- Department of Community Health, Tufts University School of Arts and Sciences, 574 Boston Avenue, Medford, MA, 02155, USA
| | - Chrystyan Oliveira
- Department of Community Health, Tufts University School of Arts and Sciences, 574 Boston Avenue, Medford, MA, 02155, USA
| | - Jennifer D Allen
- Department of Community Health, Tufts University School of Arts and Sciences, 574 Boston Avenue, Medford, MA, 02155, USA.
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Crosby ES, Troop-Gordon W, Witte TK. A Pilot Randomized-Controlled Trial of Sleep Scholar: A Brief, Internet-Based Insomnia Intervention for College Students. Behav Ther 2025; 56:366-380. [PMID: 40010906 DOI: 10.1016/j.beth.2024.06.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 05/02/2024] [Accepted: 06/17/2024] [Indexed: 02/28/2025]
Abstract
This randomized-controlled trial examined the efficacy of Sleep Scholar, a brief, internet-based insomnia intervention tailored to the needs of college students. College students commonly experience insomnia and various other mental health symptoms, including suicide ideation. Cognitive-Behavioral Therapy for Insomnia (CBT-I) is a promising suicide prevention effort for college students because insomnia is robust risk factor for suicide ideation and CBT-I reduces suicide ideation. Moreover, CBT-I can be brief, self-guided, and internet-based. CBT-I also may elicit less stigma than treatment specifically targeting suicide ideation. However, existing forms of brief CBT-I are neither self-guided nor internet-based, and existing forms of self-guided, internet-based CBT-I are not brief. In addition, previous iterations of CBT-I are not typically designed to address the unique sleep needs of college students. For this registered clinical trial, we recruited 61 college students with at least subclinical insomnia symptoms. Participants were randomized to either Sleep Scholar or a control condition, Building Healthy Habits. Participants completed pretreatment daily sleep diaries and surveys, a posttreatment assessment of acceptability and satisfaction, a 1-week and 1-month survey follow-up, and daily sleep diaries throughout the 1-month follow-up period. Results showed that Sleep Scholar was more acceptable and satisfactory compared to the control condition at posttreatment. However, Sleep Scholar was not more effective for improving sleep or mental health symptoms compared to the control condition. These findings suggest that modifications to Sleep Scholar are needed to improve its efficacy.
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Calderon V, Gamarra JM, Ruiz-Yu B, Denenny DM, Zinberg JL, Bearden CE, Miklowitz DJ. Navigating the Maze: Caregiver Perspectives on Pathways to Mental Health Care for U.S. Youth at Clinical High Risk for Psychosis. Early Interv Psychiatry 2025; 19:e70025. [PMID: 40050513 DOI: 10.1111/eip.70025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Revised: 02/14/2025] [Accepted: 02/16/2025] [Indexed: 05/13/2025]
Abstract
AIM Treatment for youth who are at clinical high risk for psychosis (CHR-P) presents an opportunity for early intervention with the capacity to decrease the burden associated with a potential psychotic disorder later in life. However, significant barriers prevent youth at CHR-P from accessing speciality mental health services. Few studies have examined the pathways to care for youth at CHR-P within the U.S. health system. METHODS The present study reports the results of a codebook thematic analysis of qualitative interviews conducted with caregivers (primarily parents) of 15 youth (ages 12-25 years) who entered a CHR-P speciality program. Using a semi-structured interview, we inquired about their experiences navigating the health system to eventually arrive at the speciality program, including help-seeking events and referrals, caregivers' attributions for youths' CHR-P symptoms, and barriers and facilitators to care. RESULTS Caregivers reported confusion and uncertainty regarding the causes of symptoms. They also disclosed the significant challenges to obtaining mental health care, including low mental health literacy, illness stigma, provider unavailability or appropriateness and adequacy of referrals. Most of the youth had encounters with emergency services during their help-seeking journey. CONCLUSION Our results help define targets for future policy, research and clinical efforts to improve access to speciality care for youth at CHR-P in the U.S.
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Affiliation(s)
- Vanessa Calderon
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, California, USA
| | - Jennifer M Gamarra
- Department of Psychology, California Lutheran University, Thousand Oaks, California, USA
| | - Bernalyn Ruiz-Yu
- Department of Psychiatry and Behavioral Sciences, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Danielle M Denenny
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, California, USA
| | - Jamie L Zinberg
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, California, USA
| | - Carrie E Bearden
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, California, USA
- Department of Psychology, University of California Los Angeles, Los Angeles, California, USA
| | - David J Miklowitz
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, California, USA
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Alegría M, Xiong M, Sánchez González ML. The Role of Social Determinants in Racial and Ethnic Mental Health Disparities: Getting It Right. Harv Rev Psychiatry 2025; 33:67-77. [PMID: 40036024 DOI: 10.1097/hrp.0000000000000421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/06/2025]
Abstract
ABSTRACT Despite increased research on and attention to mental health, significant racial and ethnic disparities in this area persist. We propose that racial and ethnic disparities in mental health should be examined through the lens of social determinants of mental health (SDoMH). In this perspective article, we review current definitions and frameworks of SDoMH, discuss their strengths and shortcomings, and provide recommendations for a framework to better capture the causal pathways of mental health for racially and ethnically minoritized populations. We also discuss efforts to address SDoMH, focusing on policy-level SDoMH interventions, and review progress and challenges in integrating SDoMH approaches into mental health care.
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Affiliation(s)
- Margarita Alegría
- From Harvard Medical School (Dr. Alegria); Disparities Research Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA (Dr. Alegria and Ms. Xiong); Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD (Dr. González)
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Olfson M, McClellan C, Zuvekas SH, Wall M, Blanco C. Trends in Outpatient Psychotherapy Among Adults in the US. JAMA Psychiatry 2025; 82:253-263. [PMID: 39630471 PMCID: PMC11618581 DOI: 10.1001/jamapsychiatry.2024.3903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Accepted: 10/07/2024] [Indexed: 12/08/2024]
Abstract
Importance While access to psychotherapy has recently increased in the US, concern exists that recent gains may be unevenly distributed despite teletherapy expansion. Objective To characterize recent trends and patterns in outpatient psychotherapy by US adults. Design, Setting, and Participants This is a repeated cross-sectional study of psychotherapy use among adults (ages ≥18 years) in the 2018 to 2021 Medical Expenditure Panel Surveys, which are nationally representative surveys of the civilian noninstitutionalized population. Data were analyzed from March to August 2024. Main Outcomes and Measures Age-, sex-, and distress-adjusted differences between 2018 and 2021 in use of any psychotherapy and video-based psychotherapy (teletherapy) in 2021 with tests for trend differences (interactions) across levels of sociodemographic characteristics and distress were assessed. Psychological distress was measured using the Kessler-6 scale, with scores of 13 or higher defining serious psychological distress, 1 to 12 defining mild to moderate distress, and 0 defining no distress. Results The analysis involved 89 619 participants (47 838 female [51.5%] and 41 781 male [48.5%]; 22 510 aged 18-34 years [29.0%], 43 371 aged 35-64 years [48.8%], and 23 738 aged ≥65 years [22.2%]). Between 2018 and 2021, psychotherapy use increased significantly faster for females (931/12 270 females [7.7%] to 1207/12 237 females [10.5%]) than males (547/10 741 males [5.2%] to 655/10 544 males [6.3%]), younger (455/6149 individuals [8.0%] to 602/5296 individuals [11.9%] aged 18-34 years) than older (217/5550 individuals [3.6%] to 304/6708 individuals [4.6%] aged ≥65 years) adults, college graduates (503/6456 adults [7.6%] to 810/7277 adults [11.4%]) than those without a high school diploma (193/3824 adults [5.5%] to 200/3593 adults [7.0%]), privately insured (881/14 387 adults [6.1%] to 1154/13 414 adults [8.9%]) than publicly insured (558/6511 adults [8.8%] to 659/7453 adults [8.8%]) individuals, adults at 2 to 4 times the poverty level (370/6670 adults [5.7%] to 488/6370 adults [8.2%]) than those below the poverty level (384/4495 adults [9.7%] to 428/4760 adults [10.0%]), employed persons overall (733/13 358 adults [5.7%] to 1082/12 365 adults [8.9%]) than unemployed persons aged 65 years and younger (547/5138 adults [10.8%] to 519/4905 adults [10.5%]), and urban (1335/20 682 adults [6.5%] to 1729/20 590 adults [8.7%]) than rural (143/2329 adults [6.4%] to 133/2191 adults [5.9%]) residents. In 2021, after controlling for distress level, teletherapy use was significantly higher among younger than middle-aged (aged 35-64 years: difference, -3.7 percentage points; 95% CI, -5.1 to -2.3) or older (aged ≥65 years: difference, -6.5 percentage points (95% CI, -8.0 to -5.0 percentage points) adults, females (difference, 1.9 percentage points; 95% CI, 0.9 to 2.9 percentage points) than males, not married (difference, 2.9 percentage points; 95% CI, 1.6 to 4.2 percentage points) than married persons, college educated adults (difference, 4.9 percentage points; 95% CI, 3.3 to 6.4 percentage points) than those without a high school diploma, people with higher (eg, 400% vs <100% of the federal poverty level: difference, 2.3 percentage points; 95% CI, 1.2 to 3.5 percentage points) than lower incomes, privately than publicly (difference, -2.5 percentage points; 95% CI, -3.4 to -1.5 percentage points) insured persons, and urban (difference, 2.7 percentage points; 95% CI, 1.5 to 3.8 percentage points) than rural residents. Conclusions This study found that psychotherapy use increased significantly faster among several socioeconomically advantaged groups and that inequalities were evident in teletherapy access. These trends and patterns highlight a need for clinical interventions and health care policies to broaden access to psychotherapy including teletherapy.
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Affiliation(s)
- Mark Olfson
- Department of Psychiatry, College of Physicians and Surgeons, Columbia University, New York, New York
| | | | | | - Melanie Wall
- Department of Psychiatry, College of Physicians and Surgeons, Columbia University, New York, New York
| | - Carlos Blanco
- National Institute on Drug Abuse, Bethesda, Maryland
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Moudden IE, Bittner MC, Karpov MV, Osunmakinde IO, Acheamponmaa A, Nevels BJ, Mbaye MT, Fields TL, Jordan K, Bahoura M. Predicting mental health disparities using machine learning for African Americans in Southeastern Virginia. Sci Rep 2025; 15:5900. [PMID: 39966490 PMCID: PMC11836383 DOI: 10.1038/s41598-025-89579-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Accepted: 02/06/2025] [Indexed: 02/20/2025] Open
Abstract
This study examined mental health disparities among African Americans using AI and machine learning for outcome prediction. Analyzing data from African American adults (18-85) in Southeastern Virginia (2016-2020), we found Mood Affective Disorders were most prevalent (41.66%), followed by Schizophrenia Spectrum and Other Psychotic Disorders. Females predominantly experienced mood disorders, with patient ages typically ranging from late thirties to mid-forties. Medicare coverage was notably high among schizophrenia patients, while emergency admissions and comorbidities significantly impacted total healthcare charges. Machine learning models, including gradient boosting, random forest, neural networks, logistic regression, and Naive Bayes, were validated through 100 repeated 5-fold cross-validations. Gradient boosting demonstrated superior predictive performance among all models. Nomograms were developed to visualize risk factors, with gender, age, comorbidities, and insurance type emerging as key predictors. The study revealed higher mental health disorder prevalence compared to national averages, suggesting a potentially greater mental health burden in this population. Despite the limitations of its retrospective design and regional focus, this research provides valuable insights into mental health disparities among African Americans in Southeastern Virginia, particularly regarding demographic and clinical risk factors.
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Affiliation(s)
- Ismail El Moudden
- Eastern Virginia Medical School (EVMS), Norfolk State University, Norfolk, VA, USA
| | - Michael C Bittner
- Eastern Virginia Medical School (EVMS), Norfolk State University, Norfolk, VA, USA
| | - Matvey V Karpov
- Eastern Virginia Medical School (EVMS), Norfolk State University, Norfolk, VA, USA
| | | | | | - Breshell J Nevels
- Department Ethelyn R. Strong School of Social Work, Norfolk State University, Norfolk, VA, USA
| | - Mamadou T Mbaye
- Engineering Department and the Center for Materials Research, Norfolk State University, Norfolk, VA, 23504, USA
| | - Tonya L Fields
- Computer Science Department, Norfolk State University, Norfolk, VA, USA
| | - Karthiga Jordan
- Engineering Department and the Center for Materials Research, Norfolk State University, Norfolk, VA, 23504, USA
| | - Messaoud Bahoura
- Engineering Department and the Center for Materials Research, Norfolk State University, Norfolk, VA, 23504, USA.
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Viana MC, Kazdin AE, Harris MG, Stein DJ, Vigo DV, Hwang I, Manoukian SM, Sampson NA, Alonso J, Andrade LH, Borges G, Bunting B, Caldas-de-Almeida JM, de Girolamo G, de Jonge P, Gureje O, Haro JM, Karam EG, Kovess-Masfety V, Moskalewicz J, Navarro-Mateu F, Nishi D, Piazza M, Posada-Villa J, Scott KM, Vladescu C, Wojtyniak B, Zarkov Z, Kessler RC, Kessler T. Barriers to 12-month treatment of common anxiety, mood, and substance use disorders in the World Mental Health (WMH) surveys. Int J Ment Health Syst 2025; 19:6. [PMID: 39924481 PMCID: PMC11807321 DOI: 10.1186/s13033-024-00658-2] [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: 09/24/2024] [Accepted: 12/19/2024] [Indexed: 02/11/2025] Open
Abstract
BACKGROUND High unmet need for treatment of mental disorders exists throughout the world. An understanding of barriers to treatment is needed to develop effective programs to address this problem. METHODS Data on barriers were obtained from face-to-face interviews in 22 community surveys across 19 countries (n = 102,812 respondents aged ≥ 18 years, 57.7% female, median age [interquartile range]: 43 [31-57] years; 68.5% weighted average response rate) in the World Mental Health (WMH) surveys. We focus on the n = 5,136 respondents with 12-month DSM-IV anxiety, mood, or substance use disorders with perceived need for treatment. The n = 2,444 such respondents who did not receive treatment were asked about barriers to receiving treatment, whereas the n = 926 respondents who received treatment with a delay were asked about barriers leading to delays. Consistent with previous research, we distinguished five broad classes of barriers: low perceived disorder severity, two types of barriers in the domain of predisposing factors (beliefs/attitudes about treatment ineffectiveness and stigma) and two types in the domain of enabling factors (financial and nonfinancial). Baseline predictors of receiving treatment found in a prior report (i.e., comparing the n = 2,692 respondents who received treatment with the n = 2,444 who did not) were examined as predictors of barriers, while barriers were examined as mediators of associations between these predictors and treatment. RESULTS Most respondents reported multiple barriers. Barriers among respondents who did not receive treatment included low perceived severity (52.9%), perceived treatment ineffectiveness (44.8%), nonfinancial (40.2%) and financial (32.9%) barriers in the domain of enabling factors, and stigma (20.6%). Barriers causing delays in treatment had a similar rank-order but were reported by higher proportions of respondents (X21 = 3.8-199.8, p = 0.050- < 0.001). Barriers were predicted by low education, disorder type, age, employment status, and financial obstacles. Predictors varied as a function of barrier type. CONCLUSIONS A wide range of barriers to treatment exist among people with mental disorders even after a need for treatment is acknowledged. Most such individuals have multiple barriers. These results have important implications for the design of programs to decrease unmet need for treatment of mental disorders.
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Affiliation(s)
- Maria Carmen Viana
- Department of Social Medicine, Postgraduate Program in Public Health, Federal University of Espírito Santo, Av. Marechal Campos, 1468, Vitória, ES, CEP 29.043-900, Brazil
| | - Alan E Kazdin
- Department of Psychology, Yale University, 2 Hillhouse Avenue, 208205, New Haven, CT, 06520, USA
| | - Meredith G Harris
- School of Public Health, The University of Queensland, C/O QCMHR, Locked Bag 500, Archerfield, QLD, 4108, Australia
- Queensland Centre for Mental Health Research, The Park Centre for Mental Health, Wolston Park Rd, Wacol, QLD, 4076, Australia
| | - Dan J Stein
- Department of Psychiatry & Mental Health and South African Medical Council Research Unit On Risk and Resilience in Mental Disorders, University of Cape Town, Rondebosch, Cape Town, 7925, ZA, South Africa
| | - Daniel V Vigo
- Department of Psychiatry & School of Population and Public Health, Faculty of Medicine, University of British Columbia, UBC Hospital - Detwiller Pavilion, Room 2813, 2255 Wesbrook Mall, UBC Vancouver Campus, Vancouver, BC, V6T 2A1, Canada
| | - Irving Hwang
- Department of Health Care Policy, Harvard Medical School, 180 Longwood Avenue, Boston, MA, 02115, USA
| | - Sophie M Manoukian
- Department of Health Care Policy, Harvard Medical School, 180 Longwood Avenue, Boston, MA, 02115, USA
| | - Nancy A Sampson
- Department of Health Care Policy, Harvard Medical School, 180 Longwood Avenue, Boston, MA, 02115, USA
| | - Jordi Alonso
- IMIM-Hospital del Mar Medical Research Institute, PRBB Building, Doctor Aiguader, 88, 08003, Barcelona, Spain
- CIBER en Epidemiología y Salud Pública (CIBERESP), Av. Monforte de Lemos, 3-5, Pabellón 11, Planta 0, 28029, Madrid, Spain
- Pompeu Fabra University (UPF), Plaça de La Mercè, 10-12, 08002, Barcelona, Spain
| | - Laura Helena Andrade
- University of São Paulo Medical School, Núcleo de Epidemiologia Psiquiátrica - LIM 23, Rua Dr. Ovidio Pires de Campos, 785, São Paulo, CEP 05403-010, Brazil
| | - Guilherme Borges
- National Institute of Psychiatry Ramón de La Fuente Muñiz, Calz. Mexico-Xochimilco 101, San Lorenzo Huipulco, 14370, Ciudad de Mexico, Mexico
| | - Brendan Bunting
- School of Psychology, Ulster University, Coleraine Campus, Coleraine, BT52 1SA, UK
| | - José Miguel Caldas-de-Almeida
- Lisbon Institute for Global Mental Health, Comprehensive Health Research Centre Nova University of Lisbon, Rua Do Instituto Bacteriológico, 5, 1150-190, Lisbon, Portugal
| | - Giovanni de Girolamo
- IRCCS Istituto Centro San Giovanni Di Dio Fatebenefratelli, Via Pilastroni 4, Brescia, Italy
| | - Peter de Jonge
- Department of Developmental Psychology, University of Groningen, Grote Kruisstraat 2/1, 9712 TS, Groningen, The Netherlands
| | - Oye Gureje
- Department of Psychiatry, University of Ibadan, University College Hospital, PMB 5116, Ibadan, Nigeria
| | - Josep Maria Haro
- Parc Sanitari Sant Joan de Déu, Dr. Antoni Pujadas, 42, 08830, Sant Boi de Llobregat, Barcelona, Spain
- Institute for Development, Research, Advocacy and Applied Care (IDRAAC), Achrafieh, St. George Hospital Street, Beirut, Lebanon
| | - Elie G Karam
- Institute for Development, Research, Advocacy and Applied Care (IDRAAC), Achrafieh, St. George Hospital Street, Beirut, Lebanon
- Department of Psychiatry and Clinical Psychology, St George Hospital University Medical Center, Ashrafieh, 166378, Beirut, Lebanon
| | - Viviane Kovess-Masfety
- Institut de Psychologie, UR 4057, Université Paris Cité, 71 avenue Édouard Vaillant, Boulogne Billancourt, 92100, Paris, France
| | - Jacek Moskalewicz
- Department of Psychiatry, Institute of Psychiatry and Neurology, Jana III Sobieskiego 9, 02-957, Warsaw, Poland
| | - Fernando Navarro-Mateu
- Unidad de Docencia, Investigacion y Formación en Salud Mental, Servicio Murciano de Salud, Murcia Health Service, C/Lorca, no 58. -El Palmar, 30120, Murcia, Spain
- Instituto Murciano de Investigación Biosanitaria, Virgen de La Arrixaca, El Palmar, 30120, Murcia, Spain
- Centro de Investigación Biomédica en ERed en Epidemíologia y Salud Pública, El Palmar, 30120, Murcia, Spain
| | - Daisuke Nishi
- Department of Mental Health, Graduate School of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan
| | - Marina Piazza
- Facultad de Salud Pública y Administración, Universidad Peruana Cayetano Heredia, Av. Honorio Delgado 430, San Martín de Porres, 15102, Lima, Peru
| | - José Posada-Villa
- Colombian Institute of the Nervous System, Clinica Montserrat University Hospital, Calle 134 No. 17-71, Bogotá, Colombia
| | - Kate M Scott
- Department of Psychological Medicine, University of Otago, PO Box 56, Dunedin, 9054, New Zealand
| | - Cristian Vladescu
- National Institute for Health Services Management, 31 Vaselor Str., 21253, Bucharest, Romania
- University Titu Maiorescu, 67A Gheorghe Petraşcu Str., 031593, Bucharest, Romania
| | - Bogdan Wojtyniak
- National Institute of Public Health, National Research Institute, 24 Chocimska St., 00-791, Warsaw, Poland
| | - Zahari Zarkov
- Department of Mental Health, National Center of Public Health and Analyses, 15, Acad. Ivan Geshov Blvd., 1431, Sofia, Bulgaria
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, 180 Longwood Avenue, Boston, MA, 02115, USA.
| | - Timothy Kessler
- The Watson Institute for International and Public Affairs, Brown University, Providence, RI, United States
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12
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Xi W, Banerjee S, Alexopoulos GS, Olfson M, Pathak J. Geography and risk of suicidal ideation and attempts post outpatient psychiatric visit in commercially insured US adults. J Psychiatr Res 2025; 182:537-544. [PMID: 39919677 PMCID: PMC11830514 DOI: 10.1016/j.jpsychires.2025.01.054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 01/20/2025] [Accepted: 01/29/2025] [Indexed: 02/09/2025]
Abstract
OBJECTIVE This study sought to determine whether demographic and clinical factors for suicidal ideation (SI) and suicide attempts (SA) in adults vary across different census divisions in the US. METHODS A nationwide cohort was constructed using commercial health insurance claims data of adults aged 25-64 years with at least one mental health or substance use disorder-related outpatient visit between 2014 and 2015. Survival analysis was used to study how the association of demographic and clinical factors on SI and SA vary by geographic divisions. RESULTS The Mountain Division had the highest rates of SI and SA in almost all observed time intervals after the index visit. The Northeast region and the West coast had the lowest rates. For both SI and SA, we observed strong interaction effects between geographic division and urbanicity (χ2(152) = 188.14, p = 0.02; χ2(152) = 196.20, p = 0.01, respectively). In particular, urbanicity was a risk factor for SI in the West North Central (HR = 0.71, 95% CI: [0.50, 0.99]) and the Pacific (HR = 0.54, 95% CI: [0.40, 0.74]) Divisions. Urbanicity was also a risk factor for SA in the West North Central Division (HR = 0.39, 95% CI: [0.16, 0.95]), but a protective factor for SA in the Mountain Division (HR = 1.71, 95% CI: [1.11, 2.63]). CONCLUSIONS The association between urbanicity and SI and SA varied by US geography. Future suicide prevention efforts should include a focus on urban adults in the West North Central and the Pacific Divisions, and rural adults in the Mountain Division.
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Affiliation(s)
- Wenna Xi
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, 10065, USA.
| | - Samprit Banerjee
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, 10065, USA.
| | | | - Mark Olfson
- New York State Psychiatric Institute, Columbia University Irving Medical Center, New York, NY, 10032, USA.
| | - Jyotishman Pathak
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, 10065, USA.
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13
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Ettman CK, Brantner CL, Goicoechea EB, Dohlman P, Ringlein GV, Straub J, Sthapit S, Mojtabai R, Spivak S, Albert M, Goes FS, Stuart EA, Zandi PP. Gaps in psychiatric care before and after the COVID-19 pandemic among patients with depression using electronic health records. Psychiatry Res 2025; 344:116354. [PMID: 39799819 PMCID: PMC11785417 DOI: 10.1016/j.psychres.2025.116354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 01/01/2025] [Accepted: 01/04/2025] [Indexed: 01/15/2025]
Abstract
The COVID-19 pandemic caused disruption to health services. It is unclear if there were inequalities in the continuity of mental health care in the years around the COVID-19 pandemic. We used electronic health records (EHR) to detect mental health care gaps of more than six months in psychiatric appointments across demographic and socioeconomic characteristics among patients with depression. The analysis included patients with depression who were seen at one of two mental health clinics every year of 2018, 2019, 2021, and 2022 (n = 783 patients). First, we found that the odds of mental health care gaps significantly decreased in the post-pandemic period (2021-2022) relative to the pre-pandemic period (2018-2019). Second, in the pre-pandemic period, patients who lived in areas in the highest tertile of deprivation had greater odds of gaps in mental health care relative to those in the lowest tertile (aOR: 2.18 [95 % CI: 1.02, 4.68]). Males had higher odds of gaps in care than females in the post-pandemic period (aOR: 2.22 [1.13, 4.37]) and the pooled pre- and post-pandemic study period (aOR: 1.58 [1.04, 2.40]). Third, interactions between patient characteristics and time were not significant, suggesting that the change in the odds of gaps of mental health care before relative to after the COVID-19 pandemic did not differ significantly based on patient characteristics. Overall, gaps in care decreased in the post-pandemic period relative to the pre-pandemic period among almost all patient groups.
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Affiliation(s)
- Catherine K Ettman
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, MD, United States.
| | - Carly Lupton Brantner
- Department of Biostatistics and Bioinformatics, Duke University, North Carolina, United States
| | - Elena Badillo Goicoechea
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Maryland, United States
| | - Priya Dohlman
- University of Maryland School of Medicine, Maryland, United States
| | - Grace V Ringlein
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Maryland, United States
| | - Jason Straub
- Department of Psychiatry, Johns Hopkins School of Medicine, Maryland, United States
| | - Sazal Sthapit
- Department of Psychiatry, Johns Hopkins School of Medicine, Maryland, United States
| | - Ramin Mojtabai
- Department of Psychiatry and Behavioral Sciences, Tulane Medical School, Louisiana, United States
| | - Stanislav Spivak
- Department of Psychiatry, Johns Hopkins School of Medicine, Maryland, United States
| | - Michael Albert
- Department of Medicine, Johns Hopkins School of Medicine, Maryland, United States
| | - Fernando S Goes
- Department of Psychiatry, Johns Hopkins School of Medicine, Maryland, United States
| | - Elizabeth A Stuart
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Maryland, United States
| | - Peter P Zandi
- Department of Psychiatry, Johns Hopkins School of Medicine, Maryland, United States
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14
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Akuffo KO, Osei Duah Junior I, Acquah EA, Abadua Mensah E, Andoh AKA, Kumah DB, Boateng BS, Boateng JA, Osei-Poku K, Eisenbarth W. Low Vision Practice and Service Provision Among Optometrists in Ghana: A Nationwide Survey. Ophthalmic Epidemiol 2025; 32:1-8. [PMID: 38451021 DOI: 10.1080/09286586.2024.2317816] [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: 08/05/2023] [Revised: 11/28/2023] [Accepted: 02/06/2024] [Indexed: 03/08/2024]
Abstract
PURPOSE To characterize practice patterns of low vision services among Optometrists in Ghana. METHODS The nationwide cross-sectional survey identified entities through the Ghana Optometrists Association (GOA) registry and utilized a semi-structured questionnaire to consolidate survey information that comprises practitioners' demographics, available services, diagnostic equipment, barriers to service provision and utilization, and interventions. RESULTS 300 Optometrists were identified, with 213 surveyed (71% response rate). About fifty percent (52.6%) were in private practice, and more than two-thirds (77%) did not provide low vision services. Most (≥70%) reported lack of assistive devices, and basic eye care examination kits as the main barriers to low vision service provision. Similarly, practitioners reported unawareness of the presence of low vision centres (76.1%), and high cost of low vision aids (75.1%) as the prime perceived barriers for patients to utilize low vision services. Continuous professional development and public education (89-90%) were suggested as interventions to improve the uptake of low vision services. After statistical adjustment, private facility type (Adjusted odds ratio [AOR] = 0.35, p = 0.010) and lack of basic eye examination kits (AOR = 0.32, p = 0.002) were significantly associated with reduced odds of low vision service provision. Conversely, ≥15 years of work experience (AOR = 6.37, p = 0.011) was significantly associated with increased odds of low vision service provision. CONCLUSIONS Overall, the results indicate inadequate low vision coverage and service delivery. Government policies must be directed towards equipping practitioners with equipment and subsidize patient cost of treatment to optimize low vision care.
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Affiliation(s)
- Kwadwo Owusu Akuffo
- Department of Optometry and Visual Science, College of Science, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Isaiah Osei Duah Junior
- Department of Optometry and Visual Science, College of Science, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
- Department of Biological Sciences, Purdue University, West-Lafayette, Indiana, USA
| | - Eldrick Adu Acquah
- Department of Optometry and Visual Science, College of Science, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Elna Abadua Mensah
- Department of Optometry and Visual Science, College of Science, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Albert Kwadjo Amoah Andoh
- Department of Optometry and Visual Science, College of Science, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - David Ben Kumah
- Department of Optometry and Visual Science, College of Science, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | | | - Josephine Ampomah Boateng
- Department of Optometry and Visual Science, College of Science, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Kofi Osei-Poku
- Department of Optometry and Visual Science, College of Science, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Werner Eisenbarth
- Department of Optometry and Visual Science, College of Science, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
- Department of Applied Science and Mechatronics, HM Hochschule München University of Applied Sciences, Munich, Germany
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15
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Appleseth H, Azizoddin DR, Cohn AM. The Intersection of Rurality, Unmet Treatment Need, and Cannabis Use for Adults with Chronic Pain. CANNABIS (ALBUQUERQUE, N.M.) 2025; 8:8-20. [PMID: 40342546 PMCID: PMC12061454 DOI: 10.26828/cannabis/2024/000233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 05/11/2025]
Abstract
Objective Rates of chronic pain are higher among rural versus urban individuals and rural individuals experience higher levels of socioeconomic disadvantage, poor or no health insurance coverage, and unmet treatment need. Medical cannabis is legal in Oklahoma. With 40% of Oklahoma's population living in rural areas, and nearly 17% uninsured, the medical legalization of cannabis may present as an accessible and relatively low-cost alternative treatment, particularly for those with chronic pain. This study investigated differences in cannabis use by rural (vs. urban) status and unmet (vs. met) treatment need among adults with and without chronic pain living in Oklahoma. Method To be eligible, participants had to be 18 years or older, reside in Oklahoma, and be able to read and write English-language surveys. Results The sample (N = 3622) was primarily made up of non-Hispanic White (70.4%) females (53.8%) in their early middle age (M = 41.80, SD = 16.88), employed full-time or part-time (53.8%), with some college/technical school (37.2%) or a bachelor's degree (28.5%). Nearly one-fifth of the sample (18.2%) endorsed chronic pain, and individuals with chronic pain were eight times more likely to report past 30-day cannabis use. No difference was detected when only rurality (vs. urban residence) was examined. Among adults with chronic pain, those who were rural dwelling and who reported unmet treatment need were almost two times more likely to report past 30-day cannabis use, compared to urban dwelling chronic pain adults with unmet treatment need. Conclusions In Oklahoma, adults in rural areas with unmet treatment need and chronic pain may benefit from increasing access to chronic pain treatment, as well as education on cannabis use and harm reduction strategies to inform healthcare decision-making.
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Affiliation(s)
| | - Desiree R. Azizoddin
- TSET Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Sciences Center
- Department of Family and Preventive Medicine, College of Medicine, University of Oklahoma Health Sciences Center
| | - Amy M. Cohn
- TSET Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Sciences Center
- Department of Pediatrics, College of Medicine, University of Oklahoma Health Sciences Center
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16
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Tadmon D, Gao YN. Factors Associated With Psychotherapist and Psychiatrist Participation in Public Insurance: Evidence From Georgia State. Med Care 2025; 63:117-122. [PMID: 39570575 PMCID: PMC11708982 DOI: 10.1097/mlr.0000000000002099] [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: 11/22/2024]
Abstract
OBJECTIVES This study aims to evaluate rates of public insurance participation among the different psychotherapist professions as well as among psychiatrists. In addition, it seeks to assess individual and contextual factors that are associated with public insurance participation. BACKGROUND Historically, Medicaid- and Medicare-insured individuals have faced unique barriers to access to mental health professionals. Because prior literature has focused on psychiatrists, little is currently known of public insurance participation rates among psychotherapists-even though they constitute the bulk of the mental health workforce. METHODS A retrospective analysis of Medicaid and Medicare participation among a census of all Georgia psychologists, licensed clinical social workers, licensed professional counselors, marriage and family therapists, as well as psychiatrists, using their complete licensing rosters as of November 2023 (N = 21,260). RESULTS Findings show that 82.7% of psychotherapists did not accept any public insurance. This rate was 58.8% among psychiatrists. Among Georgia-licensed clinicians located outside of the state, likely to practice through telehealth, insurance acceptance was substantially lower than their in-state peers', suggesting that telehealth may have limited reach among publicly-insured patients. Psychotherapists' different professions, as well as factors such as urbanicity, hospital setting, practice size, and individual tenure length, were strongly associated with the likelihood of insurance participation. CONCLUSION Psychotherapists' low rates of participation in public insurance programs and meaningful variation between professions underscore that policies to better Medicaid and Medicare beneficiaries' access to mental health treatment must consider psychotherapists' unique practice patterns and implement interventions informed by them.
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Affiliation(s)
- Daniel Tadmon
- Department of Sociology, University of Notre Dame, Notre Dame, IN
| | - Yihe Nina Gao
- Department of Psychiatry, Columbia University and New York State Psychiatric Institute, New York, NY
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17
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Harris DA, Martinez-Ramos G, Romero R, Watt T. Incorporating Stakeholder Voices into Data Dashboards: A Qualitative Study of the State of Texas Mental Health Dashboard. Community Ment Health J 2025:10.1007/s10597-025-01449-w. [PMID: 39821748 DOI: 10.1007/s10597-025-01449-w] [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: 03/08/2024] [Accepted: 01/02/2025] [Indexed: 01/19/2025]
Abstract
The U.S. mental health crisis requires new tools to address mental healthcare needs. Data dashboards are a means of sharing community health data on many topics, including mental health. Unfortunately, many "community" dashboards are designed without stakeholder input. This article outlines the creation of the State of Texas Mental Health Dashboard and how researchers incorporated stakeholder feedback throughout its development. Researchers conducted nine focus groups with community stakeholders from two Texas counties. This feedback illustrated some key differences between designers' priorities and what stakeholders considered most relevant. Designers prioritized access to state and local mental health data. While stakeholders found the data useful, they also advocated for tools to identify community mental health resources. Our findings illustrate how excluding stakeholder voices from the design process could have omitted a key element needed to address mental healthcare needs and provides a process for ensuring that local input drives the design process.
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Affiliation(s)
- Deborah A Harris
- Department of Sociology, Texas State University, San Marcos, TX, USA.
| | | | - Rachel Romero
- Department of Sociology, Texas State University, San Marcos, TX, USA
| | - Toni Watt
- Department of Sociology, Texas State University, San Marcos, TX, USA
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18
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Vogel EA, McQuoid JM, Romm KF, Kendzor DE, Cohn AM. Unmet Healthcare Needs and Medical Cannabis Use Among Sexual and Gender Minoritized Adults in a High-Stigma Environment. JOURNAL OF HOMOSEXUALITY 2025; 72:1-19. [PMID: 38193883 PMCID: PMC11231057 DOI: 10.1080/00918369.2024.2302427] [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] [Indexed: 01/10/2024]
Abstract
Sexual and gender minoritized (SGM) individuals in high-stigma areas may use cannabis to cope with unmet healthcare needs and elevated stress. Adults in Oklahoma (Mage = 43.9[SD = 16.8], 54.5% female, 71.4% non-Hispanic White) completed a cross-sectional survey (August-September 2022). Logistic regression examined the association of SGM identity (SGM or non-SGM) with past-year unmet healthcare need (yes/no). Logistic and linear regressions also examined main and interactive effects of SGM identity and unmet healthcare needs on past-month medical cannabis use and number of relaxation/tension-reduction reasons for cannabis use endorsed. Analyses were unadjusted and adjusted for sociodemographic and healthcare characteristics. In adjusted analyses, SGM (vs. non-SGM) adults were more likely to report unmet healthcare needs (aOR = 2.24, 95% CI[1.47, 3.42], p < .001) and past-month medical cannabis use (aOR = 2.15 [1.07, 4.34], p = .033). In unadjusted analyses, SGM (versus non-SGM) adults and those with unmet healthcare needs (versus without) endorsed more relaxation/tension reduction reasons for cannabis use in separate main effects (ps < .029), and adults with unmet healthcare needs (vs. without) were more likely to report past-month medical cannabis use (OR = 2.31 [1.86, 2.88]). SGM identity X unmet healthcare need interactions did not emerge (ps > .05). SGM individuals in high-stigma environments may use cannabis to compensate for insufficient healthcare.
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Affiliation(s)
- Erin A. Vogel
- TSET Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Sciences Center
- Department of Pediatrics, College of Medicine, University of Oklahoma Health Sciences Center
| | - Julia M. McQuoid
- TSET Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Sciences Center
- Department of Family and Preventive Medicine, University of Oklahoma Health Sciences Center
| | - Katelyn F. Romm
- TSET Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Sciences Center
- Department of Pediatrics, College of Medicine, University of Oklahoma Health Sciences Center
| | - Darla E. Kendzor
- TSET Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Sciences Center
- Department of Family and Preventive Medicine, University of Oklahoma Health Sciences Center
| | - Amy M. Cohn
- TSET Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Sciences Center
- Department of Pediatrics, College of Medicine, University of Oklahoma Health Sciences Center
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19
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Adzrago D, Williams DR, Williams F. Multiple chronic diseases and psychological distress among adults in the United States: the intersectionality of chronic diseases, race/ethnicity, immigration, sex, and insurance coverage. Soc Psychiatry Psychiatr Epidemiol 2025; 60:181-199. [PMID: 39017703 PMCID: PMC11739432 DOI: 10.1007/s00127-024-02730-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 07/05/2024] [Indexed: 07/18/2024]
Abstract
PURPOSE Psychological distress significantly contributes to the burdens of morbidity and mortality in the United States (U.S.), but our understanding is limited with regards to the risk factors associated with psychological distress. We used nationally representative data to examine (1) the comorbidities of chronic diseases and their risks for psychological distress and (2) the ways in which chronic diseases combine with demographic factors such as sex, race/ethnicity, immigration status, and health insurance coverage to affect the patterning of psychological distress. METHODS We analyzed the 2005-2018 National Health Survey Interview cross-sectional data on U.S. adults aged ≥ 18 years (n = 351,457). We fitted sequential multivariable logistic regression models. RESULTS There was a dose-response relationship between the number of chronic diseases and psychological distress, with increased number of chronic diseases associated with increased psychological distress risk. Females (vs. males) and those without health insurance (vs. insured) were more likely to experience psychological distress. Immigrants (vs. non-immigrants) and racial/ethnic minorities (vs. White individuals) were less likely to experience psychological distress. There were significant interactions between chronic diseases and insurance coverage, immigration status, and race/ethnicity, but the three-way interactions were not statistically significant with psychological distress: chronic disease status vs. immigration status vs. health insurance coverage, and chronic disease vs. race/ethnicity vs. immigration status. CONCLUSION The findings suggest a critical need to consider the complex ways in which chronic diseases and psychosocial factors combine to affect psychological distress and their implications for tailoring mental health screening, initiatives to reduce distress, and prevention strategies for effectively addressing health-related disparities in the general population.
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Affiliation(s)
- David Adzrago
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD, USA.
| | - David R Williams
- Department of Social and Behavioral Sciences, Department of African and African American Studies, Harvard T.H. Chan School of Public Health, Harvard University, Cambridge, MA, USA
| | - Faustine Williams
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD, USA.
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20
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Yilmaz F, Mete AH, Turkon BF, Boz C. How enabling factors determine unmet healthcare needs? A panel data approach for countries. EVALUATION AND PROGRAM PLANNING 2024; 107:102492. [PMID: 39232394 DOI: 10.1016/j.evalprogplan.2024.102492] [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: 12/29/2023] [Revised: 08/23/2024] [Accepted: 08/26/2024] [Indexed: 09/06/2024]
Abstract
Health service need refers to the essential care required to achieve optimal health outcomes within resource constraints. When necessary services to address identified health issues are not received, unmet needs arise. This research focuses on the determinants of unmet healthcare needs across the 34 countries within the European region from 2011 to 2019, focusing on Andersen's Behavioral Model's enabling factors. We employed a static and robust panel regression model using Stata 14.0 software. Key determinants analyzed include GDP per capita, urbanization rate, and physicians per capita. Findings reveal that lower GDP per capita and lower urbanization rates are significantly correlated with higher levels of unmet healthcare needs, highlighting income level and geographical accessibility as critical factors. Additionally, a higher number of physicians per capita is associated with reduced unmet healthcare needs, indicating the importance of healthcare resources in addressing healthcare access gaps. These findings underscore the importance of targeted healthcare policies that address income level, improve healthcare accessibility, and enhance healthcare resource allocation to reduce unmet healthcare needs effectively. These findings equip policymakers and administrators with empirically grounded insights to comprehend the factors contributing to unmet healthcare needs and to develop policies aimed at addressing this challenge.
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Affiliation(s)
- Faruk Yilmaz
- Department of Health Management, Faculty of Health Sciences, Mus Alparslan University, Mus, Türkiye.
| | - Anı Hande Mete
- Department of Health Management, Faculty of Health Sciences, Istanbul University-Cerrahpaşa, Istanbul, Türkiye.
| | - Buse Fidan Turkon
- Department of Health Management, Faculty of Health Sciences, Istanbul University-Cerrahpaşa, Istanbul, Türkiye.
| | - Canser Boz
- Department of Health Management, Faculty of Health Sciences, Istanbul University-Cerrahpaşa, Istanbul, Türkiye.
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21
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Holly LE. Cultural and Social Aspects of Anxiety Disorders. Psychiatr Clin North Am 2024; 47:775-785. [PMID: 39505453 DOI: 10.1016/j.psc.2024.04.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2024]
Abstract
Understanding the cultural and social aspects of anxiety disorders is necessary to ensure the design and implementation of effective, evidence-based methods for diagnosis, prevention, and treatment among diverse populations, particularly those who are minoritized, marginalized, and traditionally underserved. This article describes variations in anxiety disorder prevalence and the association between sociocultural characteristics and stressors known to increase risk for anxiety. The ways sociocultural context impacts anxiety phenomenology and expression is explored. Then, the literature examining differential help-seeking and service utilization among diverse populations is reviewed followed by a summary of culturally responsive, evidence-based practices for anxiety disorders.
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Affiliation(s)
- Lindsay E Holly
- Department of Psychology, Marquette University, Cramer Hall, 604 North 16th Street, Milwaukee, WI 53233, USA.
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22
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Rosenberg AR, Pickles DM, Harris DS, Lannon CM, Houtrow A, Boat T, Ramsey B. Supporting the Well-Being of Children and Youth With Special Health Care Needs: NASEM Proceedings. Pediatrics 2024; 154:e2024067032. [PMID: 39600219 DOI: 10.1542/peds.2024-067032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 07/22/2024] [Accepted: 07/23/2024] [Indexed: 11/29/2024] Open
Abstract
Children and youth with special health care needs (CYSHCN) are living longer than ever. These advances come with a price: Patients, families, communities, and systems must absorb the challenges of chronic caregiving, including protracted stress and poor mental health. In 2023, the National Academies of Science, Engineering, and Medicine convened thought-leaders for conversations about supporting the emotional well-being of CYSHCN and their families. Invited panelists included 2 parents and 3 academic pediatricians. Parents suggested opportunities for clinicians and systems to better support CYSHCN. Clinicians described work focused on: Individual patient- and family-level resilience: Defined as a process of harnessing resources to sustain well-being in the face of stress, resilience is learnable. Programs that teach people to identify and bolster "resilience resources" show promise in improving child and caregiver mental health;Clinician- and practice-level provision of care: Individual-level interventions are only effective if clinicians know when and how to deliver them. Hence, the American Board of Pediatrics created and demonstrated the success of a "roadmap" to support routine screening for and discussion of social and emotional health needs; andSystems-level barriers: Even with patient-level programs and clinician-practice guidance, unmet social and mental health needs persist. Accessing and coordinating services is difficult, may not be covered by insurance, and historically marginalized populations are the least likely to benefit. Together, the panel underscored a critical fact: We cannot optimize child and family well-being without focusing on patients, caregivers, clinicians, and systems.
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Affiliation(s)
- Abby R Rosenberg
- Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | | | | | - Carole M Lannon
- Anderson Center for Health Systems Excellence, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Amy Houtrow
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Thomas Boat
- University of Cincinnati College of Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Bonnie Ramsey
- Seattle Children's Research Institute; Seattle, Washington
- University of Washington School of Medicine, Seattle, Washington
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23
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Sears-Smith M, Knight TG. Mental Health Matters: Bringing Awareness to the Less Recognized Financial Toxicities of Cancer Care. JCO Oncol Pract 2024; 20:1544-1546. [PMID: 39008799 DOI: 10.1200/op.24.00425] [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: 05/25/2024] [Accepted: 06/18/2024] [Indexed: 07/17/2024] Open
Abstract
Discussing the less recognized financial toxicities of cancer care, including mental health and dental care.
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24
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Kader MR, Rahman MM, Bristi PD, Ahmmed F. Change in mental health service utilization from pre- to post-COVID-19 period in the United States. Heliyon 2024; 10:e40454. [PMID: 39634393 PMCID: PMC11616595 DOI: 10.1016/j.heliyon.2024.e40454] [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: 04/03/2024] [Revised: 11/13/2024] [Accepted: 11/14/2024] [Indexed: 12/07/2024] Open
Abstract
Objectives This study aimed to explore the change in mental health service utilization before and after the COVID-19 pandemic as well as determine the association of various sociodemographic characteristics and comorbidities on the utilization pattern. Methods Data from the National Health Interview Survey (NHIS) 2019 and 2022 were explored in this study. Along with the univariate analysis, bivariate analysis was conducted using the Chi-square and Cochran-Armitage trend tests. Stepwise binary logistic regression was implemented to find the best-fitted model and examine the effects of different factors on mental healthcare utilization. We also conducted a subgroup analysis for the variables that showed heterogeneous changes in utilization from 2019 to 2022. Results Analysis of a total of 53,856 complete cases showed that the percentage of mental healthcare utilization changed from 20% in 2019 to 23.31% in 2022. Logistic regression results showed that the odds of mental health service utilization in the post-COVID period is 1.41 times of the pre-COVID [95% CI odds ratio (OR) = (1.26, 1.58)]. Sex, age, race, education, income group, insurance coverage, birth country, marital status, limitations of social functioning, having a place for healthcare, symptoms and history of depression/anxiety, diabetes, and hypertension had significant effects on the odds of receiving mental healthcare. Subgroup analysis revealed that the utilization changed significantly from 2019 to 2022 for age group "18-34" [OR = 1.41, 95% CI = (1.26, 1.58)], "35-49" [OR = 1.35, 95% CI = (1.21, 1.50)], and "50-64" [OR = 1.12, 95% CI = (1.01, 1.24)], while for the age group "above 64" was not significant. Conclusion Pre- and post-COVID periods were found to be significantly different in terms of the utilization of mental healthcare utilization. Changes in the utilization was also found to differ in terms of different age groups.
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Affiliation(s)
- Md Rezaul Kader
- Department of Statistics, University of Dhaka, Dhaka, 1000, Bangladesh
- Department of Biostatistics & Data Science, University of Kansas Medical Center, Kansas City, KS, 66160, USA
| | - Mohammod Mahmudur Rahman
- Department of Statistics, University of Dhaka, Dhaka, 1000, Bangladesh
- Department of Biostatistics & Data Science, University of Kansas Medical Center, Kansas City, KS, 66160, USA
| | - Piali Dey Bristi
- Department of Biostatistics & Data Science, University of Kansas Medical Center, Kansas City, KS, 66160, USA
- Department of Statistics, Shahjalal University of Science and Technology, Sylhet, 3114, Bangladesh
| | - Foyez Ahmmed
- Department of Biostatistics & Data Science, University of Kansas Medical Center, Kansas City, KS, 66160, USA
- Department of Statistics, Comilla University, Kotbari, Cumilla, 3506, Bangladesh
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25
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Ash MJ, Livingston MD, Sales JM, Woods-Jaeger B. Mental Health Treatment Utilization and Unmet Mental Health Needs Among Black Reproductive-Age Women in the United States. Psychiatr Serv 2024; 75:1092-1100. [PMID: 38807578 DOI: 10.1176/appi.ps.20230464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/30/2024]
Abstract
OBJECTIVE Black women in the United States experience increased risk for mental disorders and are less likely to have access to appropriate mental health treatment compared with White women. To develop culturally responsive strategies to improve Black women's access to mental health treatment, the authors evaluated social determinants associated with mental health treatment utilization and unmet mental health needs among Black reproductive-age women with serious psychological distress. METHODS The authors performed a secondary analysis of data from the National Survey on Drug Use and Health. Data from 2009 to 2019 were pooled and restricted to Black women ages 18-44 years with serious psychological distress (N=4,171). Logistic regressions were conducted to identify personal and social determinants (e.g., education, employment status, poverty, and insurance status) of mental health treatment utilization, alternative mental health treatment utilization (e.g., spiritual support and self-help), and perceived unmet mental health needs. RESULTS Education and employment status were significantly associated with all three outcomes. Among the women who reported unmet mental health needs, opposition to treatment and cost were the highest endorsed barriers. Differences were found by pregnancy status, with pregnant women being significantly less likely to endorse cost (p<0.001) and more likely to endorse time and transportation as barriers (p<0.01) to receiving mental health treatment. CONCLUSIONS Strategies to improve mental health outcomes for Black women should focus on reducing cost and transportation barriers and on the development of culturally responsive intervention approaches that address Black women's concerns about mental health treatment.
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Affiliation(s)
- Marcia J Ash
- Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta
| | - Melvin D Livingston
- Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta
| | - Jessica M Sales
- Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta
| | - Briana Woods-Jaeger
- Department of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta
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26
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Kim D, Yoon YJ, Cosenzo LG, Lee HY. Rural Alabamians' Unmet Medical Needs: Rethinking the Roles of Online Health Information-Seeking Behaviors. J Racial Ethn Health Disparities 2024:10.1007/s40615-024-02207-6. [PMID: 39466534 DOI: 10.1007/s40615-024-02207-6] [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: 02/23/2024] [Revised: 10/10/2024] [Accepted: 10/11/2024] [Indexed: 10/30/2024]
Abstract
INTRODUCTION Unmet medical needs in rural areas are of grave concern in the U.S. With the advent of digital technologies, the Internet has become a critical means for accessing essential health information. However, racial/ethnic minority rural communities experiencing scarcity in healthcare services and access to the Internet are underrepresented in digital health studies. This study examined the association between online health information-seeking behaviors and unmet medical needs in a sample of African/Black American adults living in a rural region of the U.S. METHODS Among a sample of 191 adults, we used descriptive analyses to document the level of unmet medical needs and online health information-seeking behaviors of this population and conducted logistic regressions to test the association between online health information-seeking behaviors and unmet medical needs. RESULTS Most participants were older than 50 years old (60.2%), female (68.1%), unemployed (57.6%), and had an annual income of less than $25,000 (60.2%). About 20% of participants experienced unmet medical needs. The mean score of online health information-seeking behaviors was 2.37 (range 0-12). Increasing online health information-seeking behaviors was associated with 5.95 increased odds of experiencing unmet medical needs (OR = 5.95, 95% CI 1.27-27.77). DISCUSSION The finding highlights that it is necessary to develop targeted programs aimed at populations with high unmet medical needs, focusing on providing accessible health information and resources. Further research is warranted to investigate the motivations to engage in online health information-seeking behaviors to inform structural and workforce interventions to address unmet medical needs in this under-resourced region.
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Affiliation(s)
- Dongwook Kim
- School of Social Work, University of Minnesota Twin Cities, Saint Paul, MN, USA.
- School of Social Work, Arizona State University, Phoenix, AZ, USA.
| | - Young Ji Yoon
- Department of Social Work, Colorado State University Pueblo, Pueblo, CO, USA
| | | | - Hee Yun Lee
- School of Social Work, The University of Alabama, Tuscaloosa, AL, USA
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27
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Milner AE, Hache RE, Oliver S, Sarfan LD, Spencer JM, Cogan A, Jiang Y, Agnew ER, Zieve GG, Martin JL, Zeidler MR, Dong L, Carpenter JK, Varghese J, Bol K, Bajwa Z, Tighe CA, Harvey AG. Integrating the Memory Support Intervention into the Transdiagnostic Intervention for Sleep and Circadian Dysfunction (TranS-C): can improving memory for treatment in midlife and older adults improve patient outcomes? Study protocol for a randomized controlled trial. Trials 2024; 25:650. [PMID: 39363383 PMCID: PMC11448292 DOI: 10.1186/s13063-024-08468-0] [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: 07/05/2024] [Accepted: 09/16/2024] [Indexed: 10/05/2024] Open
Abstract
BACKGROUND Poor memory for treatment is associated with poorer treatment adherence and poorer patient outcomes. The memory support intervention (MSI) was developed to improve patient memory for treatment with the goal of improving patient outcomes. The aim of this study protocol is to conduct a confirmatory efficacy trial to test whether a new, streamlined, and potent version of the MSI improves outcomes for midlife and older adults. This streamlined MSI is comprised of constructive memory supports that will be applied to a broader range of treatment content. The platform for this study is the Transdiagnostic Intervention for Sleep and Circadian Dysfunction (TranS-C). We will focus on midlife and older adults who are low income and experiencing mobility impairments. METHODS Participants (N = 178) will be randomly allocated to TranS-C + MSI or TranS-C alone. Both intervention arms include eight 50-min weekly sessions. Assessments will be conducted at pre-treatment, post-treatment, 6-, and 12-month follow-up (6FU and 12FU). Aim 1 will compare the effects of TranS-C + MSI versus TranS-C alone on sleep and circadian functioning, daytime functioning, well-being, and patient memory. Aim 2 will test whether patient memory for treatment mediates the relationship between treatment condition and patient outcomes. Aim 3 will evaluate if previously reported poor treatment response subgroups will moderate the relationship between treatment condition and (a) patient memory for treatment and (b) treatment outcome. Exploratory analyses will compare treatment condition on (a) patient adherence, patient-rated treatment credibility, and patient utilization of treatment contents, and (b) provider-rated acceptability, appropriateness, and feasibility. DISCUSSION This study has the potential to provide evidence for (a) the efficacy of a new simplified version of the MSI for maintaining health, well-being, and functioning, (b) the wider application of the MSI for midlife and older adults and to the treatment of sleep and circadian problems, and (c) the efficacy of the MSI for sub-groups who are likely to benefit from the intervention. TRIAL REGISTRATION ClinicalTrials.gov NCT05986604. Registered on 2 August 2023.
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Affiliation(s)
- Anne E Milner
- Department of Psychology, University of California, Berkeley, CA, USA
| | | | - Sophia Oliver
- Department of Psychology, University of California, Berkeley, CA, USA
| | - Laurel D Sarfan
- Department of Psychology, University of California, Berkeley, CA, USA
| | - Julia M Spencer
- Department of Psychology, University of California, Berkeley, CA, USA
| | - Ashby Cogan
- Department of Psychology, University of California, Berkeley, CA, USA
| | - Yimei Jiang
- Department of Psychology, University of California, Berkeley, CA, USA
| | - Emma R Agnew
- Department of Psychology, University of California, Berkeley, CA, USA
| | - Garret G Zieve
- Oakland Cognitive Behavior Therapy Center, Oakland, CA, USA
| | - Jennifer L Martin
- Geriatric Research, Education, and Clinical Center, VA Greater Los Angeles Healthcare System, Los Angeles, USA
- Department of Medicine, David Geffen School of Medicine at the University of California, Los Angeles, USA
| | | | - Lu Dong
- Behavioral and Policy Sciences, RAND Corporation, Santa Monica, CA, USA
| | - Joseph K Carpenter
- National Center for PTSD, Women's Health Sciences Division, VA Boston Healthcare System, Boston, MA, USA
| | - Joshua Varghese
- Department of Psychology, University of California, Berkeley, CA, USA
| | - Kiely Bol
- Department of Psychology, University of California, Berkeley, CA, USA
| | - Zia Bajwa
- Department of Psychology, University of California, Berkeley, CA, USA
| | - Caitlan A Tighe
- Department of Psychology, Providence College, Providence, RI, USA
| | - Allison G Harvey
- Department of Psychology, University of California, Berkeley, CA, USA.
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Woolverton GA, Rastogi R, Brieger KK, Wong SHM, Keum BT, Hahm HC, Liu CH. Barriers and risk factors associated with non-treatment-seeking for suicidality onset during the COVID-19 pandemic among young adults. Psychiatry Res 2024; 340:116095. [PMID: 39111234 PMCID: PMC11371488 DOI: 10.1016/j.psychres.2024.116095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 04/15/2024] [Accepted: 07/20/2024] [Indexed: 08/15/2024]
Abstract
INTRODUCTION Researchers predict long-term increases in suicide deaths following the COVID-19 pandemic. Little is known about risk factors for suicidal ideation (SI) and suicidal attempts (SA) or treatment barriers and promoters during the pandemic. We examine these factors in a young adult sample. METHODS Analyses used a 2022 cross-sectional survey dataset (N = 1,956). Logistic regression identified factors associated with pandemic suicidality (i.e., SI, SA). Non-treatment seekers reported barriers to seeking treatment. Logistic regression identified promotive factors associated with treatment-seeking. RESULTS 28.6 % of our sample developed suicidality during the pandemic, of whom 49.6 % did not seek treatment. Asian race and sexual minority status were strongly associated with increased odds of pandemic suicidality. Among SI non-treatment-seekers, barriers were primarily attitudinal (e.g., "symptoms are not serious enough for treatment"); among non-treatment-seekers with SA, barriers were mostly structural (e.g., insufficient funds). Previous depression treatment was strongly associated with increased odds of treatment-seeking. CONCLUSION Asian American individuals were at increased risk for pandemic suicidality, which may reflect interpersonal risks related to COVID-19-related anti-Asian racism. Our findings point to a "foot-in-the-door" effect: past treatment-seeking was positively associated with future treatment-seeking. To promote this effect and decrease barriers, we suggest integrated mental health screening and referrals in primary care.
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Affiliation(s)
| | - Ritika Rastogi
- Department of Pediatrics, Brigham and Women's Hospital, Boston, MA, USA
| | - Katharine K Brieger
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Sylvia H M Wong
- Counseling and Clinical Psychology, Teachers College, Columbia University, New York, NY, USA
| | - Brian TaeHyuk Keum
- Carolyn A. and Peter S. Lynch School of Education and Human Development, Boston College, Chestnut Hill, MA, USA
| | | | - Cindy H Liu
- Department of Pediatrics, Brigham and Women's Hospital, Boston, MA, USA; Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
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Cammack AL, Stevens MR, Naumann RB, Wang J, Kaczkowski W, Valderrama J, Stone DM, Lee R. Vital Signs: Suicide Rates and Selected County-Level Factors - United States, 2022. MMWR. MORBIDITY AND MORTALITY WEEKLY REPORT 2024; 73:810-818. [PMID: 39298366 DOI: 10.15585/mmwr.mm7337e1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/21/2024]
Abstract
Introduction Approximately 49,000 persons died by suicide in the United States in 2022, and provisional data indicate that a similar number died by suicide in 2023. A comprehensive approach that addresses upstream community risk and protective factors is an important component of suicide prevention. A better understanding of the role of these factors is needed, particularly among disproportionately affected populations. Methods Suicide deaths were identified in the 2022 National Vital Statistics System. County-level factors, identified from federal data sources, included health insurance coverage, household broadband Internet access, and household income. Rates and levels of factors categorized by tertiles were calculated and presented by race and ethnicity, sex, age, and urbanicity. Results In 2022, the overall suicide rate was 14.2 per 100,000 population; rates were highest among non-Hispanic American Indian or Alaska Native (AI/AN) persons (27.1), males (23.0), and rural residents (20.0). On average, suicide rates were lowest in counties in the top one third of percentage of persons or households with health insurance coverage (13.0), access to broadband Internet (13.3), and income >100% of the federal poverty level (13.5). These factors were more strongly associated with lower suicide rates in some disproportionately affected populations; among AI/AN persons, suicide rates in counties in the highest tertile of these factors were approximately one half the rates of counties in the lowest tertile. Conclusions and Implications for Public Health Practice Higher levels of health insurance coverage, household broadband Internet access, and household income in communities might play a role in reducing suicide rates. Upstream programs, practices, and policies detailed in CDC's Suicide Prevention Resource for Action can be implemented by decision-makers, government agencies, and communities as they work together to address community-specific needs and save lives.
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Tempelaar W, Kozloff N, Mallia E, Voineskos A, Kurdyak P. Mental Health Service Use Before First Diagnosis of a Psychotic Disorder. JAMA Psychiatry 2024; 81:928-935. [PMID: 38888908 PMCID: PMC11195598 DOI: 10.1001/jamapsychiatry.2024.1467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Accepted: 04/05/2024] [Indexed: 06/20/2024]
Abstract
Importance Characterizing mental health service use trajectories preceding diagnosis of a psychotic disorder may help identify individuals at highest risk and in which settings they are at highest risk. Objective To examine mental health service use and diagnostic trajectories before first diagnosis of psychotic disorder and identify utilization and diagnostic patterns. Design, Setting, and Participants This population-based, retrospective cohort study used linked provincial health administrative data. The sample included individuals aged 15 to 29 years diagnosed with a psychotic disorder in Ontario, Canada, between April 1, 2012, and March 31, 2018. These individuals were matched to individuals with a diagnosis of a mood disorder. Data were analyzed from November 2018 to November 2019. Main Outcomes and Measures The main outcomes were rates, timing, and setting of mental health-related service use and associated diagnoses in the 3 years before the index disorder among individuals first diagnosed with a psychotic disorder compared with those first diagnosed with a mood disorder. Results A total of 10 501 individuals with a first diagnosis of psychotic disorder were identified (mean [SD] age, 21.55 [3.83] years; 72.1% male). A total of 72.2% of individuals had at least 1 mental health service visit during the 3 years before their first psychotic disorder diagnosis, which was significantly more than matched controls with a first mood disorder diagnosis (66.8%) (odds ratio [OR], 1.34; 95% CI, 1.26-1.42). Compared with individuals diagnosed with a mood disorder, individuals diagnosed with a psychotic disorder were significantly more likely to have had mental health-related hospital admissions (OR, 3.98; 95% CI, 3.43-4.62) and emergency department visits (OR, 2.27; 95% CI, 2.12-2.43) in the preceding 3 years. Those with psychotic disorders were more likely to have had prior diagnoses of substance use disorders (OR, 2.57; 95% CI, 2.35-2.81), other disorders (personality disorders, developmental disorders) (OR, 1.75; 95% CI, 1.61-1.90), and self-harm (OR, 1.64; 95% CI, 1.36-1.98) in the past 3 years compared with those diagnosed with mood disorders. Conclusions and Relevance This study found that in the 3 years prior to an index diagnosis, individuals with a first diagnosis of psychotic disorder had higher rates of mental health service use, particularly emergency department visits and hospitalizations, compared with individuals with a first diagnosis of a mood disorder. Individuals with psychotic disorders also had a greater number of premorbid diagnoses. Differences in health service utilization patterns between those with a first psychotic disorder diagnosis vs a first mood disorder diagnosis suggest distinct premorbid trajectories that could be useful for next steps in prediction and prevention research.
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Affiliation(s)
- Wanda Tempelaar
- Slaight Family Centre for Youth in Transition, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus MC-Sophia Children’s Hospital, Rotterdam, the Netherlands
| | - Nicole Kozloff
- Slaight Family Centre for Youth in Transition, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
| | - Emilie Mallia
- ICES, Toronto, Ontario, Canada
- Institute for Mental Health Policy, Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Aristotle Voineskos
- Slaight Family Centre for Youth in Transition, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Paul Kurdyak
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Institute for Mental Health Policy, Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Mental Health and Addictions Centre of Excellence, Ontario Health, Toronto, Ontario, Canada
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Chen Q, Bao J, Zang Y. The knowledge, attitude, and intention to use internet-based mental health services: A serial mediation model. Internet Interv 2024; 37:100755. [PMID: 39040845 PMCID: PMC11261413 DOI: 10.1016/j.invent.2024.100755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 06/07/2024] [Accepted: 06/26/2024] [Indexed: 07/24/2024] Open
Abstract
Objective Internet-based mental health services (i-MHS) have been widely provided to the public during the pandemic. However, people's engagement with i-MHS remains unclear. This study aimed to examine the Chinese population's knowledge, attitudes, and use intentions regarding i-MHS and determine their relations by serial mediation models. Methods The public's knowledge, attitudes, intention to use i-MHS and psychological impact of the pandemic were assessed. An online survey was administered to respondents from mainland China (N = 2543). Results Of the participants, 53.9 % exhibited some familiarity with i-MHS, while 62.4 % perceived these services as somewhat or very helpful, and 53.2 % were willing or very willing to use them. Serial mediation analyses indicated that the psychological impact of the pandemic indirectly related to the intention to use i-MHS. Knowledge and attitudes toward i-MHS sequentially mediated this relation [χ 2(61) = 179.359, P < .001; χ 2 /df = 2.940; CFI = 0.996; RMSEA = 0.028]. Conclusions This study underscores the critical role of knowledge in shaping positive attitudes and intentions to use i-MHS, emphasizing the need for robust mental healthcare promotion strategies to raise knowledge and maximize the benefits of i-MHS.
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Affiliation(s)
- Qiang Chen
- School of Psychological and Cognitive Sciences and Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing, China
| | - Jiamin Bao
- School of Psychological and Cognitive Sciences and Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing, China
| | - Yinyin Zang
- School of Psychological and Cognitive Sciences and Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing, China
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Henry BF, Gray J. Access to Psychiatric and Education Services During Incarceration in the United States. Psychiatr Serv 2024; 75:847-853. [PMID: 38693834 DOI: 10.1176/appi.ps.20230335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/03/2024]
Abstract
OBJECTIVE Individuals with psychiatric disorders are incarcerated at disproportionately high rates and often have low educational attainment. Access to psychiatric and education services within prisons has been described as inadequate, but recent data are lacking. The authors sought to assess the association of psychiatric disorders with both educational attainment before incarceration and access to psychiatric and education services during incarceration. METHODS Data were from the 2016 Survey of Prison Inmates, a national survey of adults incarcerated in U.S. state and federal prisons (N=24,848). Multinomial regression was used to identify associations of educational attainment before incarceration with psychiatric disorders and sociodemographic factors. Multivariable logistic regression models were used to assess associations of psychiatric disorders with access to psychiatric and education services during incarceration and with sociodemographic factors. RESULTS Before incarceration, 57.3% of survey respondents had less than a high school diploma. Across four education and psychiatric services, only 8.4%-44.8% of respondents reported participating in these services during incarceration, despite 57.3% reporting a psychiatric or learning disorder. Psychiatric disorders were associated with lower educational attainment before incarceration and lower access to education services during incarceration. Psychiatric disorders were associated with higher odds of access to psychiatric services during incarceration. Men had lower educational attainment before incarceration and lower odds of accessing psychiatric and education services during incarceration. CONCLUSIONS Incarcerated people had a high need for psychiatric and education services. Individuals with psychiatric disorders had lower odds of participating in education services during incarceration, highlighting the need for policies and services that increase participation.
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Affiliation(s)
- Brandy F Henry
- Department of Educational Psychology, Counseling, and Special Education, College of Education (Henry, Gray), and Consortium on Substance Use and Addiction, Social Science Research Institute (Henry), Pennsylvania State University, University Park
| | - Joy Gray
- Department of Educational Psychology, Counseling, and Special Education, College of Education (Henry, Gray), and Consortium on Substance Use and Addiction, Social Science Research Institute (Henry), Pennsylvania State University, University Park
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Ferreira C, Pereira J, Matos-Pina I, Skvarc D, Galhardo A, Ferreira N, Carvalho SA, Lucena-Santos P, Rocha BS, Oliveira S, Portela F, Trindade IA. eLIFEwithIBD: study protocol for a randomized controlled trial of an online acceptance and commitment therapy and compassion-based intervention in inflammatory bowel disease. Front Psychol 2024; 15:1369577. [PMID: 39184944 PMCID: PMC11342739 DOI: 10.3389/fpsyg.2024.1369577] [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: 01/12/2024] [Accepted: 05/20/2024] [Indexed: 08/27/2024] Open
Abstract
Background Inflammatory bowel disease (IBD) entails physical, psychological, and social burden and holds a significant impact on quality of life. Experiential avoidance, cognitive fusion, shame, and self-criticism have been identified as possible therapeutic targets for improving mental health in people with IBD. Traditional face-to-face psychological therapy continues to provide obstacles for patients seeking assistance. Online psychological therapies centered on acceptance, mindfulness, and compassion have been shown to improve psychological distress in other populations. Objective This paper presents the study protocol of a two-arm Randomized Controlled Trial (RCT) of an ACT and compassion-based, online intervention - eLIFEwithIBD - on the improvement of psychological distress, quality of life, work and social functioning, IBD symptom perception, illness-related shame, psychological flexibility, and self-compassion. Methods The eLIFEwithIBD intervention is an adaptation of the LIFEwithIBD programme (delivered through an in-person group format) and entails an ACT, mindfulness, and compassion-based intervention designed to be delivered as an e-health tool for people with IBD. This protocol outlines the structure and contents of the eLIFEwithIBD intervention. Participants were recruited by an advertisement on the social media platforms of Portuguese Associations for IBD in January 2022. A psychologist conducted a brief interview with 80 patients who were interested in participating. Fifty-five participants were selected and randomly assigned to one of two conditions [experimental group (eLIFEwithIBD + medical TAU; n = 37) or control group (medical TAU; n = 18)]. Outcome measurement took place at baseline, post-intervention, and 4-month follow-up. All analyses are planned as intent-to-treat (ITT). Results The eLIFEwithIBD intervention is expected to empower people with IBD by fostering psychological strategies that promote illness adjustment and well-being and prevent subsequent distress. The eLIFEwithIBD aims to gain a novel and better understanding of the role of online contextual behavioral interventions on improving the quality of life and mental health of people with IBD. Clinical Trial Registration https://classic.clinicaltrials.gov/ct2/show/NCT05405855, NCT05405855.
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Affiliation(s)
- Cláudia Ferreira
- CINEICC, Faculty of Psychology and Education Sciences, University of Coimbra, Coimbra, Portugal
| | - Joana Pereira
- CINEICC, Faculty of Psychology and Education Sciences, University of Coimbra, Coimbra, Portugal
| | - Inês Matos-Pina
- CINEICC, Faculty of Psychology and Education Sciences, University of Coimbra, Coimbra, Portugal
| | - David Skvarc
- School of Psychology, Deakin University, Geelong, VIC, Australia
| | - Ana Galhardo
- CINEICC, Faculty of Psychology and Education Sciences, University of Coimbra, Coimbra, Portugal
- Instituto Superior Miguel Torga, Coimbra, Portugal
| | - Nuno Ferreira
- School of Social Sciences, University of Nicosia, Nicosia, Cyprus
| | - Sérgio A. Carvalho
- CINEICC, Faculty of Psychology and Education Sciences, University of Coimbra, Coimbra, Portugal
- HEI-Lab: Digital Human-Environment Interaction Lab, School of Psychology and Life Sciences, Lusófona University, Lisbon, Portugal
| | - Paola Lucena-Santos
- CINEICC, Faculty of Psychology and Education Sciences, University of Coimbra, Coimbra, Portugal
| | - Bárbara S. Rocha
- Center for Neuroscience and Cell Biology, Faculty of Pharmacy, University of Coimbra, Coimbra, Portugal
| | - Sara Oliveira
- CINEICC, Faculty of Psychology and Education Sciences, University of Coimbra, Coimbra, Portugal
| | - Francisco Portela
- Gastroenterology Service, Coimbra University Hospital (CHUC), Coimbra, Portugal
| | - Inês A. Trindade
- CINEICC, Faculty of Psychology and Education Sciences, University of Coimbra, Coimbra, Portugal
- EMBRACE Lab, Center for Health and Medical Psychology (CHAMP), School of Behavioural, Social and Legal Sciences, University of Örebro, Örebro, Sweden
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Zivin K, Zhang X, Tilea A, Hall SV, Admon LK, Vance AJ, Dalton VK. Perinatal Psychotherapy Use and Costs Before and After Federally Mandated Health Insurance Coverage. JAMA Netw Open 2024; 7:e2426802. [PMID: 39120900 PMCID: PMC11316231 DOI: 10.1001/jamanetworkopen.2024.26802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Accepted: 06/12/2024] [Indexed: 08/10/2024] Open
Abstract
Importance Insurance coverage affects health care access for many delivering women diagnosed with perinatal mood and anxiety disorders (PMADs). The Mental Health Parity and Addiction Equity Act (MHPAEA; passed in 2008) and the Patient Protection and Affordable Care Act (ACA; passed in 2010) aimed to improve health care access. Objective To assess associations between MHPAEA and ACA implementation and psychotherapy use and costs among delivering women overall and with PMADs. Design, Setting, and Participants This cross-sectional study conducted interrupted time series analyses of private insurance data from January 1, 2007, to December 31, 2019, for delivering women aged 15 to 44 years, including those with PMADs, to assess changes in psychotherapy visits in the year before and the year after delivery. It estimated changes in any psychotherapy use and per-visit out-of-pocket costs (OOPCs) for psychotherapy associated with MHPAEA (January 2010) and ACA (January 2014) implementation. Data analyses were performed from August 2022 to May 2023. Exposures Implementation of the MHPAEA and ACA. Main Outcomes and Measures Any psychotherapy use and per-visit OOPCs for psychotherapy standardized to 2019 dollars. Results The study included 837 316 overall deliveries among 716 052 women (mean [SD] age, 31.2 [5.4] years; 7.6% Asian, 8.8% Black, 12.8% Hispanic, 64.1% White, and 6.7% unknown race and ethnicity). In the overall cohort, a nonsignificant step change was found in the delivering women who received psychotherapy after MHPAEA implementation of 0.09% (95% CI, -0.04% to 0.21%; P = .16) and a nonsignificant slope change of delivering women who received psychotherapy of 0.00% per month (95% CI, -0.02% to 0.01%; P = .69). A nonsignificant step change was found in delivering individuals who received psychotherapy after ACA implementation of 0.11% (95% CI, -0.01% to 0.22%; P = .07) and a significantly increased slope change of delivering individuals who received psychotherapy of 0.03% per month (95% CI, 0.00% to 0.05%; P = .02). Among those with PMADs, the MHPAEA was associated with an immediate increase (0.72%; 95% CI, 0.26% to 1.18%; P = .002) then sustained decrease (-0.05%; -0.09% to -0.02%; P = .001) in psychotherapy receipt; the ACA was associated with immediate (0.77%; 95% CI, 0.26% to 1.27%; P = .003) and sustained (0.07%; 95% CI, 0.02% to 0.12%; P = .005) monthly increases. In both populations, per-visit monthly psychotherapy OOPCs decreased (-$0.15; 95% CI, -$0.24 to -$0.07; P < .001 for overall and -$0.22; -$0.32 to -$0.12; P < .001 for the PMAD population) after MHPAEA passage with an immediate increase ($3.14 [95% CI, $1.56-$4.73]; P < .001 and $2.54 [95% CI, $0.54-$4.54]; P = .01) and steady monthly increase ($0.07 [95% CI, $0.02-$0.12]; P = .006 and $0.10 [95% CI, $0.03-$0.17]; P = .004) after ACA passage. Conclusions and Relevance This study found complementary and complex associations between passage of the MHPAEA and ACA and access to psychotherapy among delivering individuals. These findings indicate the value of continuing efforts to improve access to mental health treatment for this population.
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Affiliation(s)
- Kara Zivin
- Center for Clinical Management Research, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, Michigan
- Department of Psychiatry, Michigan Medicine, Ann Arbor
- Department of Obstetrics and Gynecology, Michigan Medicine, Ann Arbor
| | - Xiaosong Zhang
- Department of Obstetrics and Gynecology, Michigan Medicine, Ann Arbor
| | - Anca Tilea
- Department of Obstetrics and Gynecology, Michigan Medicine, Ann Arbor
| | - Stephanie V. Hall
- Department of Psychiatry, Michigan Medicine, Ann Arbor
- Department of Learning Health Sciences, Michigan Medicine, Ann Arbor
| | - Lindsay K. Admon
- Department of Obstetrics and Gynecology, Michigan Medicine, Ann Arbor
| | - Ashlee J. Vance
- Center for Health Policy and Health Services Research, Henry Ford Health, Detroit, Michigan
| | - Vanessa K. Dalton
- Department of Obstetrics and Gynecology, Michigan Medicine, Ann Arbor
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Nivette A, Bechtiger L, Ribeaud D, Shanahan L, Eisner M. Assessing the Effect of First-time Police Contact on Internalizing Problems Among Youth in Zurich, Switzerland: A Quasi-experimental Analysis. J Youth Adolesc 2024; 53:1711-1727. [PMID: 38664315 PMCID: PMC11226482 DOI: 10.1007/s10964-024-01986-9] [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: 01/12/2024] [Accepted: 04/09/2024] [Indexed: 07/06/2024]
Abstract
Growing evidence suggests that experiences with police are associated with a range of negative mental health problems among youth. This study examined the impact of negative police contact on changes in adolescent internalizing problems, measured by anxiety and depression. Six waves of data from a longitudinal study in Zurich, Switzerland were used in order to assess the direct relations between first reported police contact in the years prior to the survey moment and internalizing problems at the time of the survey and follow-up waves. The sample consists of a cohort of youth (max n = 1353, 49.4% females) spanning ages 11 to 24 (mean age and SD at each wave = 11.32 (0.37), 13.67 (0.36), 15.44 (0.36), 17.45 (0.37), 20.58 (0.38), 24.46 (0.38)). Specifically, difference-in-differences techniques for multiple time periods were employed to assess the average treatment effects for the treated population (first contact with police) compared to those who were never treated (never had contact). Across all models, police contact did not lead to an increase in internalizing problems. These results diverge from previous studies mostly conducted in the United States, and possible explanations including differences in historical contexts of policing, juvenile justice, health care, and dosage of intrusive contacts are discussed.
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Affiliation(s)
- Amy Nivette
- Department of Sociology, Utrecht University, Utrecht, The Netherlands.
| | - Laura Bechtiger
- Jacobs Center for Productive Youth Development, University of Zurich, Zurich, Switzerland
| | - Denis Ribeaud
- Jacobs Center for Productive Youth Development, University of Zurich, Zurich, Switzerland
| | - Lilly Shanahan
- Jacobs Center for Productive Youth Development, University of Zurich, Zurich, Switzerland
- Department of Psychology, University of Zurich, Zurich, Switzerland
| | - Manuel Eisner
- Jacobs Center for Productive Youth Development, University of Zurich, Zurich, Switzerland
- Institute of Criminology, University of Cambridge, Cambridge, UK
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Heidenreiter S, Lauerer M, Nagel E. [Unmet health care needs of younger and older people in socially deprived regions: A qualitative interview study in the Ruhr area]. ZEITSCHRIFT FUR EVIDENZ, FORTBILDUNG UND QUALITAT IM GESUNDHEITSWESEN 2024; 188:87-94. [PMID: 39019708 DOI: 10.1016/j.zefq.2024.06.001] [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: 02/27/2024] [Revised: 06/04/2024] [Accepted: 06/11/2024] [Indexed: 07/19/2024]
Abstract
INTRODUCTION Unmet health care needs are considered a key indicator of equity in access to health care. For younger people, they can lead to poorer health outcomes in adulthood, for older people, they are associated with an increased risk of mortality. Unmet needs were therefore investigated as part of a research project on "Improving the health-related life situation of young and old people in the Ruhr area." METHOD Unmet health care needs were surveyed with the help of semi-structured guideline interviews with younger and older people in the Ruhr area (n=29). Due to the spatial and social structure of the study region, the aim was to recruit especially people with a low subjective social status (SSS) for the study. The interviews were recorded, transcribed, and subjected to a qualitative content analysis and a supplementary frequency analysis. The reporting is based on the Standards for Qualitative Research (SRQR). RESULTS The respondents reported deficiencies in treatment and doctor-patient communication with GPs and specialists. The feeling of not being taken seriously due to age is cited several times by both age groups as a reason for unmet health care needs. Waiting times are particularly relevant in the case of specialist consultations, while co-payments for services mainly play a role in dentistry and orthodontics. Unmet needs are primarily reported by people with a medium SSS. Overall, almost two thirds of the respondents stated that they have or have had at least one unmet need. Participants with a low SSS report fewer unmet needs and do not mention any financial aspects as a cause. Explanations for this range from lower health literacy to the fear of being discredited. CONCLUSIONS The results provide indications of deficits in regional health care provision for younger and older people in the Ruhr region. Corresponding fields of action result from the areas of care and reasons identified as relevant for unmet health care needs. The reported findings also provide a basis for differentiated quantitative surveys with representative samples.
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Affiliation(s)
- Sarah Heidenreiter
- Institut für Medizinmanagement und Gesundheitswissenschaften (IMG) der Universität Bayreuth, Bayreuth, Deutschland.
| | - Michael Lauerer
- Institut für Medizinmanagement und Gesundheitswissenschaften (IMG) der Universität Bayreuth, Bayreuth, Deutschland
| | - Eckhard Nagel
- Institut für Medizinmanagement und Gesundheitswissenschaften (IMG) der Universität Bayreuth, Bayreuth, Deutschland
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Zabelski S, Hollander M, Alexander A. Addressing Inequities in Access to Mental Healthcare: A Policy Analysis of Community Mental Health Systems Serving Minoritized Populations in North Carolina. ADMINISTRATION AND POLICY IN MENTAL HEALTH AND MENTAL HEALTH SERVICES RESEARCH 2024; 51:543-553. [PMID: 38285082 PMCID: PMC11196298 DOI: 10.1007/s10488-024-01344-8] [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] [Accepted: 01/14/2024] [Indexed: 01/30/2024]
Abstract
Racial and ethnic minoritized uninsured populations in the United States face the greatest barriers to accessing mental healthcare. Historically, systems of care in the U.S. were set up using inadequate evidence at the federal, state, and local levels, driving inequities in access to quality care for minoritized populations. These inequities are most evident in community-based mental health services, which are partially or fully funded by federal programs and predominantly serve historically minoritized groups. In this descriptive policy analysis, we outline the history of federal legislative policies that have dictated community mental health systems and how these policies were implemented in North Carolina, which has a high percentage of uninsured communities of color. Several gaps between laws passed in the last 60 years and research on improving inequities in access to mental health services are discussed. Recommendations to expand/fix these policies include funding accurate data collection and implementation methods such as electronic health record (EHR) systems to ensure policies are informed by extensive data, implementation of evidence-informed and culturally sensitive interventions, and prioritizing preventative services that move past traditional models of mental healthcare.
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Affiliation(s)
- Sasha Zabelski
- Department of Public Health Sciences, University of North Carolina, Charlotte, USA.
| | - Mara Hollander
- Department of Public Health Sciences, University of North Carolina, Charlotte, USA
| | - Apryl Alexander
- Department of Public Health Sciences, University of North Carolina, Charlotte, USA
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Couser GP, Newcomb RD, Swift MD, Hagen PT, Cowl CT. Physician Health Series, Part 3: Physician Mental Health. Mayo Clin Proc 2024; 99:1178-1186. [PMID: 38960499 DOI: 10.1016/j.mayocp.2024.01.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 11/09/2023] [Accepted: 01/30/2024] [Indexed: 07/05/2024]
Abstract
This article is the third of 3 articles in a series about managing the care of physicians as patients. In part 1, the authors reviewed unique characteristics of physicians as patients with some general guidance for how to approach their care. Part 2 highlighted role clarity for the treating physician with discussion of the physical and cognitive issues that commonly arise when treating physician-patients along with licensure issues and reporting requirements. This final installment will focus on physician mental health and work-related stress.
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Affiliation(s)
- Greg P Couser
- Physician Health Center, Division of Public Health, Infectious Diseases, and Occupational Medicine. Mayo Clinic, Rochester, MN
| | - Richard D Newcomb
- Physician Health Center, Division of Public Health, Infectious Diseases, and Occupational Medicine. Mayo Clinic, Rochester, MN
| | - Melanie D Swift
- Physician Health Center, Division of Public Health, Infectious Diseases, and Occupational Medicine. Mayo Clinic, Rochester, MN
| | - Philip T Hagen
- Physician Health Center, Division of Public Health, Infectious Diseases, and Occupational Medicine. Mayo Clinic, Rochester, MN
| | - Clayton T Cowl
- Physician Health Center, Division of Public Health, Infectious Diseases, and Occupational Medicine. Mayo Clinic, Rochester, MN
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Jones N, Tong L, Pagdon S, Ebuenyi ID, Harrow M, Sharma RP, Rosen C. Using latent class analysis to investigate enduring effects of intersectional social disadvantage on long-term vocational and financial outcomes in the 20-year prospective Chicago Longitudinal Study. Psychol Med 2024; 54:2444-2456. [PMID: 38523254 DOI: 10.1017/s0033291724000588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/26/2024]
Abstract
BACKGROUND Class and social disadvantage have long been identified as significant factors in the etiology and epidemiology of psychosis. Few studies have explicitly examined the impact of intersecting social disadvantage on long-term employment and financial independence. METHODS We applied latent class analysis (LCA) to 20-year longitudinal data from participants with affective and non-affective psychosis (n = 256) within the Chicago Longitudinal Research. LCA groups were modeled using multiple indicators of pre-morbid disadvantage (parental social class, educational attainment, race, gender, and work and social functioning prior to psychosis onset). The comparative longitudinal work and financial functioning of LCA groups were then examined. RESULTS We identified three distinct latent classes: one comprised entirely of White participants, with the highest parental class and highest levels of educational attainment; a second predominantly working-class group, with equal numbers of Black and White participants; and a third with the lowest parental social class, lowest levels of education and a mix of Black and White participants. The latter, our highest social disadvantage group experienced significantly poorer employment and financial outcomes at all time-points, controlling for diagnosis, symptoms, and hospitalizations prior to baseline. Contrary to our hypotheses, on most measures, the two less disadvantaged groups did not significantly differ from each other. CONCLUSIONS Our analyses add to a growing literature on the impact of multiple forms of social disadvantage on long-term functional trajectories, underscoring the importance of proactive attention to sociostructural disadvantage early in treatment, and the development and evaluation of interventions designed to mitigate ongoing social stratification.
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Affiliation(s)
- Nev Jones
- School of Social Work, University of Pittsburgh, Pittsburgh, PA, USA
| | - Liping Tong
- Advocate Aurora Health, Downers Grove, IL, USA
| | - Shannon Pagdon
- School of Social Work, University of Pittsburgh, Pittsburgh, PA, USA
| | - Ikenna D Ebuenyi
- School of Health & Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, PA, USA
| | - Martin Harrow
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA
| | - Rajiv P Sharma
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA
| | - Cherise Rosen
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA
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McCallum M, Baldwin M, Thompson P, Blessing K, Frisch M, Ho A, Ainsworth MC, Mitchell ES, Michaelides A, May CN. Long-Term Efficacy of a Mobile Mental Wellness Program: Prospective Single-Arm Study. JMIR Mhealth Uhealth 2024; 12:e54634. [PMID: 38935946 PMCID: PMC11240065 DOI: 10.2196/54634] [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: 11/17/2023] [Revised: 02/21/2024] [Accepted: 05/22/2024] [Indexed: 06/29/2024] Open
Abstract
BACKGROUND Rising rates of psychological distress (symptoms of depression, anxiety, and stress) among adults in the United States necessitate effective mental wellness interventions. Despite the prevalence of smartphone app-based programs, research on their efficacy is limited, with only 14% showing clinically validated evidence. Our study evaluates Noom Mood, a commercially available smartphone-based app that uses cognitive behavioral therapy and mindfulness-based programming. In this study, we address gaps in the existing literature by examining postintervention outcomes and the broader impact on mental wellness. OBJECTIVE Noom Mood is a smartphone-based mental wellness program designed to be used by the general population. This prospective study evaluates the efficacy and postintervention outcomes of Noom Mood. We aim to address the rising psychological distress among adults in the United States. METHODS A 1-arm study design was used, with participants having access to the Noom Mood program for 16 weeks (N=273). Surveys were conducted at baseline, week 4, week 8, week 12, week 16, and week 32 (16 weeks' postprogram follow-up). This study assessed a range of mental health outcomes, including anxiety symptoms, depressive symptoms, perceived stress, well-being, quality of life, coping, emotion regulation, sleep, and workplace productivity (absenteeism or presenteeism). RESULTS The mean age of participants was 40.5 (SD 11.7) years. Statistically significant improvements in anxiety symptoms, depressive symptoms, and perceived stress were observed by week 4 and maintained through the 16-week intervention and the 32-week follow-up. The largest changes were observed in the first 4 weeks (29% lower, 25% lower, and 15% lower for anxiety symptoms, depressive symptoms, and perceived stress, respectively), and only small improvements were observed afterward. Reductions in clinically relevant anxiety (7-item generalized anxiety disorder scale) and depression (8-item Patient Health Questionnaire depression scale) criteria were also maintained from program initiation through the 16-week intervention and the 32-week follow-up. Work productivity also showed statistically significant results, with participants gaining 2.57 productive work days from baseline at 16 weeks, and remaining relatively stable (2.23 productive work days gained) at follow-up (32 weeks). Additionally, effects across all coping, sleep disturbance (23% lower at 32 weeks), and emotion dysregulation variables exhibited positive and significant trends at all time points (15% higher, 23% lower, and 25% higher respectively at 32 weeks). CONCLUSIONS This study contributes insights into the promising positive impact of Noom Mood on mental health and well-being outcomes, extending beyond the intervention phase. Though more rigorous studies are necessary to understand the mechanism of action at play, this exploratory study addresses critical gaps in the literature, highlighting the potential of smartphone-based mental wellness programs to lessen barriers to mental health support and improve diverse dimensions of well-being. Future research should explore the scalability, feasibility, and long-term adherence of such interventions across diverse populations.
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Affiliation(s)
| | - Matthew Baldwin
- Academic Research, Noom, Inc, New York City, NY, United States
| | - Paige Thompson
- Academic Research, Noom, Inc, New York City, NY, United States
| | - Kelly Blessing
- Academic Research, Noom, Inc, New York City, NY, United States
| | - Maria Frisch
- Academic Research, Noom, Inc, New York City, NY, United States
| | - Annabell Ho
- Academic Research, Noom, Inc, New York City, NY, United States
| | | | | | | | - Christine N May
- Academic Research, Noom, Inc, New York City, NY, United States
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Cook BL, Rastegar J, Patel N. Social Risk Factors and Racial and Ethnic Disparities in Health Care Resource Utilization Among Medicare Advantage Beneficiaries With Psychiatric Disorders. Med Care Res Rev 2024; 81:209-222. [PMID: 38235576 PMCID: PMC11168608 DOI: 10.1177/10775587231222583] [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: 01/19/2024]
Abstract
The intersection of social risk and race and ethnicity on mental health care utilization is understudied. This study examined disparities in health care treatment, adjusting for clinical need, among 25,780 Medicare Advantage beneficiaries with a diagnosis of a psychiatric disorder. We assessed contributions to disparities from racial and ethnic differences in the composition and returns of social risk variables. Black and Hispanic beneficiaries had lower rates of mental health outpatient visits than Whites. Assessing composition, Black and Hispanic beneficiaries experienced greater financial, food, and housing insecurity than White beneficiaries, factors associated with greater mental health treatment. Assessing returns, food insecurity was associated with an exacerbation of Hispanic-White disparities. Health care systems need to address the financial, food and housing insecurity of racial and ethnic minority groups with psychiatric disorder. Accounting for racial and ethnic differences in social risk adjustment-based payment reforms has significant implications for provider reimbursement and outcomes.
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Affiliation(s)
- Benjamin Lê Cook
- Harvard Medical School, Boston, MA, USA
- Cambridge Health Alliance, Cambridge, MA, USA
| | | | - Nikesh Patel
- Regeneron Pharmaceuticals Inc, Tarrytown, NY, USA
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Fisher AP, Patronick J, Moscato EL, Gerhardt CA, Treble-Barna A, Radonovich K, Wade SL. Barriers to Care and Perceived Need for Mental Health Services Among Adolescent and Emerging Adult Survivors of Pediatric Brain Tumors. J Adolesc Young Adult Oncol 2024; 13:469-480. [PMID: 38100322 PMCID: PMC11296316 DOI: 10.1089/jayao.2023.0119] [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: 12/17/2023] Open
Abstract
Purpose: Pediatric brain tumor survivors (PBTS) commonly experience mental health challenges, which can be exacerbated during adolescence and emerging adulthood (AEA). We examined survivors and caregivers' perceived need for mental health services and barriers to receiving mental health care. Methods: Families completed surveys to assess perceived need for mental health services, socioemotional impairment, and barriers to mental health services. Survivors were between 13 and 25 years of age and were at least 5 years from diagnosis. Results: Sixty-nine caregiver-PBTS dyads participated, as well as 18 survivors and 20 caregivers who participated individually. Approximately half of survivors were male (n = 57, 52.3%), 85% (n = 93) were White, and their average age was 19.31. Most caregivers (n = 63, 70.8%) and survivors (n = 55, 63.2%) endorsed need for services for the survivors. Adolescents endorsed more barriers related to perceived helpfulness, t(18) = 2.3, p = 0.03, d = 0.54, and effects of services, t(18) = 3.8, p < 0.001, d = 0.88, than their caregivers. Emerging adults, t(34) = 2.4, p = 0.02, d = 0.41, endorsed more content barriers than their caregivers.. Discussion: Both survivors and their caregivers reported obstacles to accessing mental health services such as perceived lack of need, concerns regarding the effectiveness and usefulness of services, and limited knowledge about the content of services. Psychoeducation and psychosocial screening can support families in understanding survivors' need for mental health services.
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Affiliation(s)
- Allison P. Fisher
- Division of Pediatric Rehabilitation Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, Ohio, USA
| | - Jamie Patronick
- Division of Pediatric Rehabilitation Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, Ohio, USA
| | - Emily L. Moscato
- The Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Cynthia A. Gerhardt
- Department of Pediatrics and Psychology, The Abigail Wexner Research Institute, Nationwide Children's Hospital, The Ohio State University, Columbus, Ohio, USA
| | - Amery Treble-Barna
- Neurodevelopmental Center, WVU Rockefeller Neuroscience Institute, Morgantown, West Virginia, USA
| | - Krestin Radonovich
- Physical Medicine and Rehabilitation and Clinical and Translational Science, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Shari L. Wade
- Division of Pediatric Rehabilitation Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, Ohio, USA
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Dissanayake A, Dupuis A, Burton CL, Soreni N, Peters P, Gajaria A, Arnold PD, Schachar R, Crosbie J. Racial/Ethnic Disparities in Psychiatric Traits and Diagnoses within a Community-based Sample of Children and Youth: Disparités raciales/ethniques dans les traits et diagnostics psychiatriques au sein d'un échantillon communautaire d'enfants et de jeunes. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2024; 69:415-427. [PMID: 38425291 PMCID: PMC11107440 DOI: 10.1177/07067437241233936] [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] [Indexed: 03/02/2024]
Abstract
OBJECTIVE Racial/ethnic disparities in the prevalence of psychiatric disorders have been reported, but have not accounted for the prevalence of the traits that underlie these disorders. Examining rates of diagnoses in relation to traits may yield a clearer understanding of the degree to which racial/ethnic minority youth in Canada differ in their access to care. We sought to examine differences in self/parent-reported rates of diagnoses for obsessive-compulsive disorder (OCD), attention-deficit/hyperactivity disorder (ADHD) and anxiety disorders after adjusting for differences in trait levels between youth from three racial/ethnic groups: White, South Asian and East Asian. METHOD We collected parent or self-reported ratings of OCD, ADHD and anxiety traits and diagnoses for 6- to 17-year-olds from a Canadian general population sample (Spit for Science). We examined racial/ethnic differences in trait levels and the odds of reporting a diagnosis using mixed-effects linear models and logistic regression models. RESULTS East Asian (N = 1301) and South Asian (N = 730) youth reported significantly higher levels of OCD and anxiety traits than White youth (N = 6896). East Asian and South Asian youth had significantly lower odds of reporting a diagnosis for OCD (odds ratio [OR]East Asian = 0.08 [0.02, 0.41]; ORSouth Asian = 0.05 [0.00, 0.81]), ADHD (OREast Asian = 0.27 [0.16, 0.45]; ORSouth Asian = 0.09 [0.03, 0.30]) and anxiety (OREast Asian = 0.21 [0.11, 0.39]; ORSouth Asian = 0.12 [0.05, 0.32]) than White youth after accounting for psychiatric trait levels. CONCLUSIONS These results suggest a discrepancy between trait levels of OCD, ADHD and anxiety and rates of diagnoses for East Asian and South Asian youth. This discrepancy may be due to increased barriers for ethnically diverse youth to access mental health care. Efforts to understand and mitigate these barriers in Canada are needed.
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Affiliation(s)
- Andrew Dissanayake
- Department of Psychiatry, Neurosciences and Mental Health, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Annie Dupuis
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Christie L. Burton
- Department of Psychiatry, Neurosciences and Mental Health, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Noam Soreni
- Offord Center for Child Studies, McMaster University, Hamilton, Ontario, Canada
- Pediatric OCD Consultation Clinic, Anxiety Treatment and Research Centre, St. Joseph’s Healthcare, Hamilton, Ontario, Canada
- Department of Psychiatry and Behavioral Neurosciences, McMaster University, Hamilton, Ontario, Canada
| | - Paul Peters
- Department of Health Sciences, Carleton University, Ottawa, Ontario, Canada
| | - Amy Gajaria
- The Margaret and Wallace McCain Centre for Child Youth & Family Mental Health, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Paul D. Arnold
- Mathison Centre for Mental Health Research and Education, Departments of Psychiatry and Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Russell Schachar
- Department of Psychiatry, Neurosciences and Mental Health, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science, School of Graduate Studies, University of Toronto, Toronto, Ontario, Canada
| | - Jennifer Crosbie
- Department of Psychiatry, Neurosciences and Mental Health, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
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Zhao X, Varisco R, Borghouts J, Eikey EV, Safani D, Mukamel DB, Schueller SM, Sorkin DH. Facilitators of and barriers to County Behavioral Health System Transformation and Innovation: an interview study. BMC Health Serv Res 2024; 24:604. [PMID: 38720309 PMCID: PMC11080221 DOI: 10.1186/s12913-024-11041-9] [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: 02/08/2024] [Accepted: 04/24/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND Inadequate and inequitable access to quality behavioral health services and high costs within the mental health systems are long-standing problems. System-level (e.g., fee-for-service payment model, lack of a universal payor) and individual factors (e.g., lack of knowledge of existing resources) contribute to difficulties in accessing resources and services. Patients are underserved in County behavioral health systems in the United States. Orange County's (California) Behavioral Health System Transformation project sought to improve access by addressing two parts of their system: developing a template for value-based contracts that promote payor-agnostic care (Part 1); developing a digital platform to support resource navigation (Part 2). Our aim was to evaluate facilitators of and barriers to each of these system changes. METHODS We collected interview data from County or health care agency leaders, contracted partners, and community stakeholders. Themes were informed by the Consolidated Framework for Implementation Research. RESULTS Five themes were identified related to behavioral health system transformation, including 1) aligning goals and values, 2) addressing fit, 3) fostering engagement and partnership, 4) being aware of implementation contexts, and 5) promoting communication. A lack of fit into incentive structures and changing state guidelines and priorities were barriers to contract development. Involving diverse communities to inform design and content facilitated the process of developing digital tools. CONCLUSIONS The study highlights the multifaceted factors that help facilitate or hinder behavioral health system transformation, such as the need for addressing systematic and process behaviors, leveraging the knowledge of leadership and community stakeholders, fostering collaboration, and adapting to implementation contexts.
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Affiliation(s)
- Xin Zhao
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, USA.
- Seattle Children's Research Institute, Seattle, USA.
| | - Rachel Varisco
- Department of Medicine, University of California, Irvine, USA
| | | | - Elizabeth V Eikey
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, USA
- The Design Lab, University of California San Diego, La Jolla, USA
| | - David Safani
- Department of Psychiatry and Human Behavior, University of California, Irvine, USA
| | - Dana B Mukamel
- Department of Medicine, University of California, Irvine, USA
| | | | - Dara H Sorkin
- Department of Medicine, University of California, Irvine, USA
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Mohebbi F, Forati AM, Torres L, deRoon-Cassini TA, Harris J, Tomas CW, Mantsch JR, Ghose R. Exploring the Association Between Structural Racism and Mental Health: Geospatial and Machine Learning Analysis. JMIR Public Health Surveill 2024; 10:e52691. [PMID: 38701436 PMCID: PMC11102033 DOI: 10.2196/52691] [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: 09/13/2023] [Revised: 01/15/2024] [Accepted: 03/20/2024] [Indexed: 05/05/2024] Open
Abstract
BACKGROUND Structural racism produces mental health disparities. While studies have examined the impact of individual factors such as poverty and education, the collective contribution of these elements, as manifestations of structural racism, has been less explored. Milwaukee County, Wisconsin, with its racial and socioeconomic diversity, provides a unique context for this multifactorial investigation. OBJECTIVE This research aimed to delineate the association between structural racism and mental health disparities in Milwaukee County, using a combination of geospatial and deep learning techniques. We used secondary data sets where all data were aggregated and anonymized before being released by federal agencies. METHODS We compiled 217 georeferenced explanatory variables across domains, initially deliberately excluding race-based factors to focus on nonracial determinants. This approach was designed to reveal the underlying patterns of risk factors contributing to poor mental health, subsequently reintegrating race to assess the effects of racism quantitatively. The variable selection combined tree-based methods (random forest) and conventional techniques, supported by variance inflation factor and Pearson correlation analysis for multicollinearity mitigation. The geographically weighted random forest model was used to investigate spatial heterogeneity and dependence. Self-organizing maps, combined with K-means clustering, were used to analyze data from Milwaukee communities, focusing on quantifying the impact of structural racism on the prevalence of poor mental health. RESULTS While 12 influential factors collectively accounted for 95.11% of the variability in mental health across communities, the top 6 factors-smoking, poverty, insufficient sleep, lack of health insurance, employment, and age-were particularly impactful. Predominantly, African American neighborhoods were disproportionately affected, which is 2.23 times more likely to encounter high-risk clusters for poor mental health. CONCLUSIONS The findings demonstrate that structural racism shapes mental health disparities, with Black community members disproportionately impacted. The multifaceted methodological approach underscores the value of integrating geospatial analysis and deep learning to understand complex social determinants of mental health. These insights highlight the need for targeted interventions, addressing both individual and systemic factors to mitigate mental health disparities rooted in structural racism.
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Affiliation(s)
- Fahimeh Mohebbi
- College of Engineering and Applied Science, University of Wisconsin-Milwaukee, Milwaukee, WI, United States
| | - Amir Masoud Forati
- Department of Medicine, University of Wisconsin-Madison, Madison, WI, United States
| | - Lucas Torres
- Department of Psychology, Marquette University, Milwaukee, WI, United States
| | - Terri A deRoon-Cassini
- Division of Trauma & Acute Care Surgery, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Jennifer Harris
- Community Relations-Social Development Commission, Milwaukee, WI, United States
| | - Carissa W Tomas
- Division of Epidemiology, Institute for Health and Equity, Medical College of Wisconsin, Milwaukee, WI, United States
| | - John R Mantsch
- Department of Pharmacology & Toxicology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Rina Ghose
- College of Engineering and Applied Science, University of Wisconsin-Milwaukee, Milwaukee, WI, United States
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Maclean JC, Golberstein E, Stein B. State paid sick leave mandates associated with increased mental health disorder prescriptions among Medicaid enrollees. HEALTH AFFAIRS SCHOLAR 2024; 2:qxae045. [PMID: 38757007 PMCID: PMC11068101 DOI: 10.1093/haschl/qxae045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 03/25/2024] [Accepted: 04/10/2024] [Indexed: 05/18/2024]
Abstract
The United States does not have a federal paid sick leave policy. As a result, many workers, in particular lower wage workers, cannot take time off work to attend to health and family responsibilities. Fifteen states have adopted or announced paid sick leave mandates that offer employees approximately 7 days of financially protected work time each year. This time can facilitate health care use, including treatment related to mental health disorders, conditions for which treatment is time-consuming. We studied the effect of state paid sick leave mandates on prescription medications dispensed for mental health disorders using the Medicaid State Drug Utilization Database 2011-2022. We found that medications dispensed for mental health disorders increased 6% per year following adoption of a state paid sick leave mandate.
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Affiliation(s)
- Johanna Catherine Maclean
- Schar School of Policy and Government, George Mason University, Arlington, VA 22201, United States
- National Bureau of Economic Research, Cambridge 02138, MA, United States
- Institute of Labor Economics, 53113 Bonn, Germany
| | - Ezra Golberstein
- Division of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis, MN 55455, United States
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Forman-Hoffman VL, Sihvonen S, Wielgosz J, Kuhn E, Nelson BW, Peiper NC, Gould CE. Therapist-supported digital mental health intervention for depressive symptoms: A randomized clinical trial. J Affect Disord 2024; 349:494-501. [PMID: 38211747 DOI: 10.1016/j.jad.2024.01.057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 12/15/2023] [Accepted: 01/04/2024] [Indexed: 01/13/2024]
Abstract
Depression is a chronic and debilitating mental disorder. Despite the existence of several evidence-based treatments, many individuals suffering from depression face myriad structural barriers to accessing timely care which may be alleviated by digital mental health interventions (DMHI). Accordingly, this randomized clinical trial (ClinicalTrials.gov: NCT04738084) investigated the efficacy of a newer version of the therapist-supported and guided DMHI, the Meru Health Program (MHP), which was recently enhanced with heart rate variability biofeedback and lengthened from 8- to 12-weeks duration, among people with elevated depression symptoms (N = 100, mean age 37). Recruited participants were randomized to the MHP (n = 54) or a waitlist control (n = 46) condition for 12 weeks. The MHP group had greater decreases in depression symptoms compared to the waitlist control (d = -0.8). A larger proportion of participants in the MHP group reported a minimal clinically important difference (MCID) in depression symptoms than participants in the waitlist control group (39.1 % vs. 9.8 %, χ2(1) = 9.90, p = .002). Similar effects were demonstrated for anxiety symptoms, quality of life, insomnia, and resilience. The results confirm the utility of the enhanced MHP in reducing depression symptoms and associated health burdens.
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Affiliation(s)
- Valerie L Forman-Hoffman
- Meru Health, San Mateo, CA, USA; Department of Epidemiology, University of Iowa, Iowa City, IA, USA
| | | | - Joseph Wielgosz
- National Center for PTSD Dissemination and Training Division, VA Palo Alto Healthcare System, Palo Alto, CA, USA
| | - Eric Kuhn
- National Center for PTSD Dissemination and Training Division, VA Palo Alto Healthcare System, Palo Alto, CA, USA; Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA
| | - Benjamin W Nelson
- Meru Health, San Mateo, CA, USA; Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Nicholas C Peiper
- Meru Health, San Mateo, CA, USA; Department of Epidemiology and Population Health, University of Louisville, Louisville, KY, USA
| | - Christine E Gould
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA; Geriatric Research Education and Clinical Center, VA Palo Alto Health Care System, Palo Alto, CA, USA.
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Goldstein EV, Bailey EV, Wilson FA. Poverty and Suicidal Ideation Among Hispanic Mental Health Care Patients Leading up to the COVID-19 Pandemic. HISPANIC HEALTH CARE INTERNATIONAL 2024; 22:6-10. [PMID: 37312509 PMCID: PMC10271853 DOI: 10.1177/15404153231181110] [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: 06/15/2023]
Abstract
Introduction: Suicide rates have risen in Hispanic communities since 2015, and poverty rates among Hispanics often exceed the national average. Suicidality is a complex phenomenon. Mental illness may not alone explain whether suicidal thoughts or behaviors will occur; it remains uncertain how poverty affects suicidality among Hispanic persons with known mental health conditions. Our objective was to examine whether poverty was associated with suicidal ideation among Hispanic mental healthcare patients from 2016 to 2019. Methods: We used de-identified electronic health record (EHR) data from Holmusk, captured using the MindLinc EHR system. Our analytic sample included 4,718 Hispanic patient-year observations from 13 states. Holmusk uses deep-learning natural language processing (NLP) algorithms to quantify free-text patient assessment data and poverty for mental health patients. We conducted a pooled cross-sectional analysis and estimated logistic regression models. Results: Hispanic mental health patients who experienced poverty had 1.55 greater odds of having suicidal thoughts in a given year than patients who did not experience poverty. Conclusion: Poverty may put Hispanic patients at greater risk for suicidal thoughts even when they are already receiving treatment for psychiatric conditions. NLP appears to be a promising approach for categorizing free-text information on social circumstances affecting suicidality in clinical settings.
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Affiliation(s)
- Evan V. Goldstein
- Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA
| | - Elise V. Bailey
- Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA
- College of Social and Behavioral Science, University of Utah, Salt Lake City, UT, USA
| | - Fernando A. Wilson
- Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA
- Matheson Center for Health Care Studies, University of Utah, Salt Lake City, UT, USA
- Department of Economics, University of Utah, Salt Lake City, UT, USA
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49
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Golberstein E, Campbell JM, Maclean JC, Harris SJ, Saloner B, Stein BD. Prescription Drug Dispensing and Patient Costs After Implementation of a No Behavioral Health Cost-Sharing Law. JAMA HEALTH FORUM 2024; 5:e240198. [PMID: 38517423 PMCID: PMC10960196 DOI: 10.1001/jamahealthforum.2024.0198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 01/26/2024] [Indexed: 03/23/2024] Open
Abstract
Importance On January 1, 2022, New Mexico implemented a No Behavioral Cost-Sharing (NCS) law that eliminated cost-sharing for mental health and substance use disorder (MH/SUD) treatments in plans regulated by the state, potentially reducing a barrier to treatment for MH/SUDs among the commercially insured; however, the outcomes of the law are unknown. Objective To assess the association of implementation of the NCS with out-of-pocket spending for prescription for drugs primarily used to treat MH/SUDs and monthly volume of dispensed drugs. Design, Settings, and Participants This retrospective cohort study used a difference-in-differences research design to examine trends in outcomes for New Mexico state employees, a population affected by the NCS, compared with federal employees in New Mexico who were unaffected by NCS. Data were collected on prescription drugs for MH/SUDs dispensed per month between January 2021 and June 2022 for New Mexico patients with a New Mexico state employee health plan and New Mexico patients with a federal employee health plan. Data analysis occurred from December 2022 to January 2024. Exposure Enrollment in a state employee health plan or federal health plan. Main Outcomes and Measures The primary outcomes were mean patient out-of-pocket spending per dispensed MH/SUD prescription and the monthly volume of dispensed MH/SUD prescriptions per 1000 employees. A difference-in-differences estimation approach was used. Results The implementation of the NCS law was associated with a mean (SE) $6.37 ($0.30) reduction (corresponding to an 85.6% decrease) in mean out-of-pocket spending per dispensed MH/SUD medication (95% CI, -$7.00 to -$5.75). The association of implementation of NCS with the volume of prescriptions dispensed was not statistically significant. Conclusions and Relevance These findings suggest that the implementation of the New Mexico NCS law was successful in lowering out-of-pocket spending on prescription medications for MH/SUDs, but that there was no association of NCS with the volume of medications dispensed in the first 6 months after implementation. A key challenge is to identify policies that protect from high out-of-pocket spending while also promoting access to needed care.
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Affiliation(s)
- Ezra Golberstein
- Division of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis
| | - James M. Campbell
- Division of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis
| | - Johanna Catherine Maclean
- Schar School of Policy and Government, George Mason University, Fairfax, Virginia
- National Bureau of Economic Research, Cambridge, Massachusetts
| | - Samantha J. Harris
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Brendan Saloner
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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50
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Meiselbach MK, Ettman CK, Shen K, Castrucci BC, Galea S. Unmet need for mental health care is common across insurance market segments in the United States. HEALTH AFFAIRS SCHOLAR 2024; 2:qxae032. [PMID: 38756925 PMCID: PMC10986235 DOI: 10.1093/haschl/qxae032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 03/01/2024] [Accepted: 03/06/2024] [Indexed: 05/18/2024]
Abstract
A substantial proportion of individuals with depression in the United States do not receive treatment. While access challenges for mental health care have been documented, few recent estimates of unmet mental health needs across insurance market segments exist. Using nationally representative survey data with participant-reported depression symptom severity and mental health care use collected in Spring 2023, we assessed access to mental health care among individuals with similar levels of depression symptom severity with commercial, Medicare, Medicaid, and no insurance. Among individuals who reported symptoms consistent with moderately severe to severe depression, 37.8% did not have a diagnosis for depression (41.0%, 28.1%, 33.6%, and 56.3% with commercial, Medicare, Medicaid, and no insurance), 51.9% did not see a mental health specialist (49.7%, 51.7%, 44.9%, and 91.8%), and 32.4% avoided mental health care due to affordability in the past 12 months (30.2%, 34.0%, 21.1%, and 54.8%). There was substantial unmet need for mental health treatment in all insurance market segments, but especially among individuals without insurance.
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Affiliation(s)
- Mark K Meiselbach
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, United States
| | - Catherine K Ettman
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, United States
| | - Karen Shen
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, United States
| | | | - Sandro Galea
- Boston University School of Public Health, Boston, MA 02118, United States
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