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Barbazi N, Shin JY, Hiremath G, Lauff CA. Developing Assessments for Key Stakeholders in Pediatric Congenital Heart Disease: Qualitative Pilot Study to Inform Designing of a Medical Education Toy. JMIR Form Res 2025; 9:e63818. [PMID: 39869901 PMCID: PMC11811657 DOI: 10.2196/63818] [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: 06/30/2024] [Revised: 12/02/2024] [Accepted: 12/02/2024] [Indexed: 01/29/2025] Open
Abstract
BACKGROUND Congenital heart disease (CHD) is a birth defect of the heart that requires long-term care and often leads to additional health complications. Effective educational strategies are essential for improving health literacy and care outcomes. Despite affecting around 40,000 children annually in the United States, there is a gap in understanding children's health literacy, parental educational burdens, and the efficiency of health care providers in delivering education. OBJECTIVE This qualitative pilot study aims to develop tailored assessment tools to evaluate educational needs and burdens among children with CHD, their parents, and health care providers. These assessments will inform the design of medical education toys to enhance health management and outcomes for pediatric patients with CHD and key stakeholders. METHODS Through stakeholder feedback from pediatric patients with CHD, parents, and health care providers, we developed three tailored assessments in two phases: (1) iterative development of the assessment tools and (2) pilot testing. In the first phase, we defined key concepts, conducted a literature review, and created initial drafts of the assessments. During the pilot-testing phase, 12 participants were recruited at the M Health Fairview Pediatric Specialty Clinic for Cardiology-Explorer in Minneapolis, Minnesota, United States. We gathered feedback using qualitative methods, including cognitive interviews such as think-aloud techniques, verbal probing, and observations of nonverbal cues. The data were analyzed to identify the strengths and weaknesses of each assessment item and areas for improvement. RESULTS The 12 participants included children with CHD (n=5), parents (n=4), and health care providers (n=3). The results showed the feasibility and effectiveness of the tailored assessments. Participants showed high levels of engagement and found the assessment items relevant to their education needs. Iterative revisions based on participant feedback improved the assessments' clarity, relevance, and engagement for all stakeholders, including children with CHD. CONCLUSIONS This pilot study emphasizes the importance of iterative assessment development, focusing on multistakeholder engagement. The insights gained from the development process will guide the creation of tailored assessments and inform the development of child-led educational interventions for pediatric populations with CHD.
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Affiliation(s)
- Neda Barbazi
- Department of Design Innovation, College of Design, University of Minnesota, Twin Cities, Minneapolis, MN, United States
| | - Ji Youn Shin
- Department of Design Innovation, College of Design, University of Minnesota, Twin Cities, Minneapolis, MN, United States
| | - Gurumurthy Hiremath
- Division of Cardiology, Department of Pediatrics, Medical School, University of Minnesota, Twin Cities, Minneapolis, MN, United States
| | - Carlye Anne Lauff
- Department of Design Innovation, College of Design, University of Minnesota, Twin Cities, Minneapolis, MN, United States
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Jalin A, Swatthong N, Rozwadowski M, Kumar R, Barton D, Braun T, Carlozzi N, Hanauer DA, Hassett A, Choi SW. A Digital Biomarker Dataset in Hematopoietic Cell Transplantation: A Longitudinal Study of Caregiver-Patient Dyads (dHCT). MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.11.21.24317641. [PMID: 39606379 PMCID: PMC11601742 DOI: 10.1101/2024.11.21.24317641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Background Hematopoietic stem cell transplantation (HCT) is a potentially life-saving therapy for individuals with blood diseases, but involves a challenging recovery process that requires dedicated caregivers. The complex interplay between emotional distress, care partner (or unpaid caregiver) burden, and treatment outcomes necessitates comprehensive physiological and psychological measurements to fully understand these dynamics. Findings We collected longitudinal data from 166 HCT caregiver-patient dyads over 120 days post-transplant as part of a randomized controlled trial ( NCT04094844 ). Data were gathered using the Fitbit® Charge 3 device, a custom mood-reporting app with positive psychology-based activities (Roadmap), PROMIS® health measures, and clinical events. The dataset includes minute-level heart rate, daily sleep metrics, step counts, self-reported mood scores, app usage metrics, PROMIS® T-scores (i.e. global health, depression), infection and readmission records, and clinical outcomes (e.g., acute and chronic graft-versus-host disease, relapse, mortality). Physiological data were available for both caregivers and patients. Data validation confirmed high compliance with mood reporting and the presence of physiological patterns between caregivers and patients that differed (i.e., lower activity in patients compared with caregivers across time). Conclusions This dataset offered an unprecedented view into the daily fluctuations of caregiver and patient well-being throughout the critical post-HCT period. It provided a valuable resource for researchers investigating the impact of mHealth app interventions, including emotional distress and physiological markers on treatment course and clinical outcomes. Our unique dataset informs interventions that may address caregiver support, patient care, or dyadic-focused strategies and enable novel analyses of single member or dyadic dynamics in HCT treatment.
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Wang X, Gao S, Wang T, Xue J, Yang Y, Han L, Niu Y, Fu L. Cognitive interviewing validation of the Chinese version of the neurogenic bladder symptom score. Heliyon 2024; 10:e37435. [PMID: 39309897 PMCID: PMC11414480 DOI: 10.1016/j.heliyon.2024.e37435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 08/21/2024] [Accepted: 09/03/2024] [Indexed: 09/25/2024] Open
Abstract
Background The neurogenic bladder symptom score (NBSS) has been widely used to specifically measure symptoms and consequences of neurogenic bladder (NB). The cognitive interviewing (CI) is effective in assessing item clarity and identifying key issues related to the comprehension of the instrument. We aim to translate the NBSS into Chinese and use the CI approach to explore the thought processes of patients with NB in responding the Chinese Version of the NBSS, identify and modify the factors hinder the thought processes to enhance the face validity of the NBSS. Methods The translation of the NBSS into Chinese was conducted with the guidance of the recommended frameworks. Patients with NB were recruited by purpose sampling. CI with the combination of thinking aloud and verbal probing techniques were used to explore thought processes. The interviews were transcribed and analyzed based on Tourangeau four-stage response model. Results Two rounds of CI were carried out. The problems of comprehension, judgement and response mapping were identified in 8 items. Four items were revised based on the results of the interview. The revised items were verified and eventually integrated into the final version. Conclusion The Chinese Version of the NBSS was easy to comprehend and use. The use of CI methodologies can increase the comprehensibility and cultural applicability of the NBSS, providing the evidence for the development of a clearer and more appropriate questionnaire.
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Affiliation(s)
- Xue Wang
- The Second Hospital of Tianjin Medical University, Pingjiang Road, Hexi District, Tianjin, 300211, China
- School of Nursing, Tianjin Medical University, Observatory Road, Heping District, Tianjin, 300070, China
| | - Shen Gao
- The Second Hospital of Tianjin Medical University, Pingjiang Road, Hexi District, Tianjin, 300211, China
- School of Medical Technology, Tianjin University of Traditional Chinese Medicine, 10 Poyanghu Road, Jinghai District, Tianjin, 301617, China
| | - Ting Wang
- The Second Hospital of Tianjin Medical University, Pingjiang Road, Hexi District, Tianjin, 300211, China
| | - Jun Xue
- The Second Hospital of Tianjin Medical University, Pingjiang Road, Hexi District, Tianjin, 300211, China
| | - Yixuan Yang
- The Second Hospital of Tianjin Medical University, Pingjiang Road, Hexi District, Tianjin, 300211, China
| | - Lu Han
- The Second Hospital of Tianjin Medical University, Pingjiang Road, Hexi District, Tianjin, 300211, China
| | - Yuanjie Niu
- The Second Hospital of Tianjin Medical University, Pingjiang Road, Hexi District, Tianjin, 300211, China
| | - Li Fu
- The Second Hospital of Tianjin Medical University, Pingjiang Road, Hexi District, Tianjin, 300211, China
- School of Nursing, Tianjin Medical University, Observatory Road, Heping District, Tianjin, 300070, China
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F H, V G, A M, T B, SW C. Positive psychology interventions for family caregivers coping with cancer: Who will use them? Health Psychol Open 2023; 10:20551029231224358. [PMID: 38152307 PMCID: PMC10752074 DOI: 10.1177/20551029231224358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2023] Open
Abstract
Background Positive psychology-based (PPB) activities have been under-researched in cancer caregiving. Objective This study investigated caregiver: (1) attitudes toward using PPB activities while caregiving; and (2) characteristics associated with these attitudes. Methods Secondary analyses of a cross-sectional survey were conducted in a national caregiver sample of hematopoietic cell transplant (HCT) patients. Survey items assessed caregivers' likelihood of engaging in six PPB activities. Hierarchical regression was performed and potential predictors of PPB activity use (e.g., technology familiarity, coping style, caregiving duration) were examined. Results Most of the N = 948 respondents were White (78.9%), female (65.5%), married (86.7%), employed (78.4%), and college-educated (79.8%). Caregivers favorably disposed to positive activities were younger and female, provided care for 6-12 months and >40 h/week, and used coping styles involving religion and social support. Conclusions Our findings provide guidance for development and testing of PPB activities for cancer caregivers.
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Affiliation(s)
- Hoodin F
- Department of Psychiatry, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Gupta V
- Department of Computer Science & Data Science, School of Applied Computational Sciences, Meharry Medical College, Nashville, TN, USA
| | - Mazzoli A
- Oakland UniversityWilliam Beaumont School of Medicine, Auburn Hills, MI, USA
| | - Braun T
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Choi SW
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
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Macleod F, Pink J, Beattie S, Feldstain A. Program Evaluation of a Class Addressing Psychosocial Topics in Preparation for Hematopoietic Cell Transplantation: a Brief Report. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2023; 38:60-65. [PMID: 34387833 DOI: 10.1007/s13187-021-02078-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 08/06/2021] [Indexed: 06/13/2023]
Abstract
Patients undergoing hematopoietic cell transplantation (HCT) and their caregivers can experience psychosocial complications pre-, during, and post-transplant. To meet the needs of the most patients and caregivers, a class was developed to prepare patients and caregivers to prevent and manage common psychosocial challenges. We evaluated the feasibility and acceptability of the class over a 5-month pilot period. Attendance in this class became part of standard pre-transplant care. Attendees were invited to complete a questionnaire (Likert-scale and open-ended questions) to evaluate the feasibility and acceptability of this class. Data were collected over a 5-month period. Descriptive analysis was completed. Patients (n = 41) and caregivers (n = 40) were satisfied to very satisfied with the class. Patients (80%) and caregivers (65%) reported that the class met their expectations, with several describing it as worthwhile and informative. Information relating to finances and benefits were considered most helpful, followed by emotional support resources. Patients (73%) and caregivers (93%) reported that they would recommend the class to others. This education class should be provided as early as possible to ensure that psychosocial needs are addressed. Future research initiatives include further assessing the perspectives of patients, clinicians, and other stakeholders; evaluating delivery methods; and collaborating with other centers.
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Affiliation(s)
- Fiona Macleod
- Tom Baker Cancer Centre, Alberta Health Services, Alberta, Canada
- Department of Oncology, Cumming School of Medicine, University of Calgary, Alberta, Canada
| | - Jennifer Pink
- Tom Baker Cancer Centre, Alberta Health Services, Alberta, Canada
| | - Sara Beattie
- Tom Baker Cancer Centre, Alberta Health Services, Alberta, Canada
- Department of Oncology, Cumming School of Medicine, University of Calgary, Alberta, Canada
| | - Andrea Feldstain
- Tom Baker Cancer Centre, Alberta Health Services, Alberta, Canada.
- Department of Oncology, Cumming School of Medicine, University of Calgary, Alberta, Canada.
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Koblick SB, Yu M, DeMoss M, Liu Q, Nessle CN, Rozwadowski M, Troost JP, Miner JA, Hassett A, Carlozzi NE, Barton DL, Tewari M, Hanauer DA, Choi SW. A pilot intervention of using a mobile health app (ONC Roadmap) to enhance health-related quality of life in family caregivers of pediatric patients with cancer. Mhealth 2023; 9:5. [PMID: 36760786 PMCID: PMC9902233 DOI: 10.21037/mhealth-22-24] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 12/25/2022] [Indexed: 01/28/2023] Open
Abstract
Background The Roadmap mobile health (mHealth) app was developed to provide health-related quality of life (HRQOL) support for family caregivers of patients with cancer. Methods Eligibility included: family caregivers (age ≥18 years) who self-reported as the primary caregiver of their pediatric patient with cancer; patients (age ≥5 years) who were receiving cancer care at the University of Michigan. Feasibility was calculated as the percentage of caregivers who logged into ONC Roadmap and engaged with it at least twice weekly for at least 50% of the 120-day study duration. Feasibility and acceptability was also assessed through a Feasibility and Acceptability questionnaire and the Mobile App Rating Scale to specifically assess app-quality. Exploratory analyses were also conducted to assess HRQOL self- or parent proxy assessments and physiological data capture. Results Between September 2020-September 2021, 100 participants (or 50 caregiver-patient dyads) consented and enrolled in the ONC Roadmap study for 120-days. Feasibility of the study was met, wherein the majority of caregivers (N=32; 65%) logged into ONC Roadmap and engaged with it at least twice weekly for at least 50% of the study duration (defined a priori in the Protocol). The Feasibility and Acceptability questionnaire responses indicated that the study was feasible and acceptable with the majority (>50%) reporting Agree or Strongly Agree with positive Net Favorability [(Agree + Strongly Agree) - (Disagree + Totally Disagree)] in each of the domains (e.g., Fitbit use, ONC Roadmap use, completing longitudinal assessments, engaging in similar future study, study expectations). Improvements were seen across the majority of the mental HRQOL domains across all groups; even though underpowered, there were significant improvements in caregiver-specific aspects of HRQOL and anxiety and in depression and fatigue for children (ages 8-17 years), and a trend toward improvement in depression for children ages 8-17 years and in fatigue for adult patients. Conclusions This study supports that mHealth technology may be a promising platform to provide HRQOL support for caregivers of pediatric patients with cancer. Importantly, the findings suggest that the study protocol was feasible, and participants were favorable to participate in future studies of this intervention alongside routine cancer care delivery.
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Affiliation(s)
- Sarah B. Koblick
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Miao Yu
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Matthew DeMoss
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Qiaoxue Liu
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Charles N. Nessle
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | | | - Jonathan P. Troost
- Michigan Institute for Clinical and Health Research, University of Michigan, Ann Arbor, MI, USA
| | - Jennifer A. Miner
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | - Afton Hassett
- Department of Anesthesiology, University of Michigan, Ann Arbor, MI, USA
| | - Noelle E. Carlozzi
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Debra L. Barton
- School of Nursing, University of Michigan, Ann Arbor, MI, USA
| | - Muneesh Tewari
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
- Rogel Comprehensive Cancer Center, University of Michigan, Ann Arbor, MI, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
- Center for Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA
| | - David A. Hanauer
- Department of Learning Health Sciences, University of Michigan, Ann Arbor, MI, USA
| | - Sung Won Choi
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
- Rogel Comprehensive Cancer Center, University of Michigan, Ann Arbor, MI, USA
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Smeallie E, Rosenthal L, Johnson A, Roslin C, Hassett AL, Choi SW. Enhancing Resilience in Family Caregivers Using an mHealth App. Appl Clin Inform 2022; 13:1194-1206. [PMID: 36283418 PMCID: PMC9771688 DOI: 10.1055/a-1967-8721] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 10/19/2022] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND We previously developed a mobile health (mHealth) app (Roadmap) to promote the resilience of family caregivers during the acute phases of care in patients undergoing hematopoietic cell transplantation (HCT). OBJECTIVE This study explored users' perspectives on the uptake of Roadmap's multicomponent features and the app's utility in promoting resilience. METHODS Fifteen participants were randomized to the full version of the app that included resilience-building activities and the other 15 were randomized to the control version that included a limited view of the app (i.e., without any resilience-building activities). They were instructed to use the app for 120 days. Semistructured qualitative interviews were then conducted with users as part of an ongoing, larger Roadmap study (NCT04094844). During the interview, caregiver participants were asked about their overall experiences with the app, frequency of use, features used, facilitators of and barriers to use, and their perspectives on its utility in promoting resilience. Data were professionally transcribed, coded, and categorized through content analysis. RESULTS Interviews were conducted with 30 participants, which included 23 females and 7 males. The median age of the population was 58 years (range, 23-82). The four main themes that emerged included app use, ease of use, user experiences, and ability to foster resilience. The subthemes identified related to facilitators (convenience and not harmful), barriers (caregiver burden and being too overwhelmed during the acute phases of HCT care), resilience (optimism/positivity and self-care), and app design improvements (personalization and notifications/reminders). CONCLUSION The qualitative evaluation provided insights into which components were utilized and how one, or a combination of the multicomponent features, may be enhancing users' experiences. Lessons learned suggest that the Roadmap app contributed to promoting resilience during the acute phases of HCT care. Nonetheless, features that provided enhanced personalization may further improve longer-term engagement.
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Affiliation(s)
- Eleanor Smeallie
- Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, United States
| | - Lindsay Rosenthal
- Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, United States
| | - Amanda Johnson
- Department of Pediatrics, Oregon Health Sciences University, Portland, Oregon, United States
| | - Chloe Roslin
- Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, United States
| | - Afton L. Hassett
- Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan, United States
| | - Sung Won Choi
- Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, United States
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Randall J, Miller JJ. A conceptual framework of the psychosocial elements that should be assessed in candidates for hematopoietic cell transplant: Social workers' and psychologists' perspectives. J Psychosoc Oncol 2022; 41:303-320. [PMID: 35972239 DOI: 10.1080/07347332.2022.2104677] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
Abstract
Background: The aim of this work was to explicate a conceptual framework of psychosocial elements assessed in candidates for hematopoietic cell transplant (HCT) and to explore differences in the conceptualization based on the use of risk rating scales in clinical practice.Methods: Concept mapping is a mixed methods participatory approach to elicit and organize the ideas of a group of stakeholders and produce a composite conceptual framework. Participants were social workers and psychologists with experience assessing HCT candidates.Results: Participants brainstormed 114 psychosocial elements and conceptualized them into 12 distinct clusters: Transplant Mindset, Support System, Caregiver, Lodging and Transportation, Financial and Legal, Work, Demographic Characteristics, Mental Health, Communication, Educational and Resource Needs, Physical Functioning, and Cognition. Participants who used risk rating scales did not prioritize the importance of the clusters differently than those who did not.Conclusions: The conceptualization converges and diverges with the literature. Divergences are of particular interest since the perspectives of practicing psychosocial professionals have been largely absent from the literature. The conceptual framework can guide psychosocial providers in assessing patients. Assessing the caregiver is a high priority, as is evaluating the patient's mental health and mindset about transplant.
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Affiliation(s)
- Jill Randall
- Raymond A. Kent School of Social Work, University of Louisville, Louisville, Kentucky, USA
| | - J Jay Miller
- College of Social Work, University of Kentucky, Lexington, Kentucky, USA
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9
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Gilley KN, Baroudi L, Yu M, Gainsburg I, Reddy N, Bradley C, Cislo C, Rozwadowski ML, Clingan CA, DeMoss MS, Churay T, Birditt K, Colabianchi N, Chowdhury M, Forger D, Gagnier J, Zernicke RF, Cunningham JL, Cain SM, Tewari M, Choi SW. Risk Factors for COVID-19 in College Students Identified by Physical, Mental, and Social Health Reported During the Fall 2020 Semester: Observational Study Using the Roadmap App and Fitbit Wearable Sensors. JMIR Ment Health 2022; 9:e34645. [PMID: 34992051 PMCID: PMC8834863 DOI: 10.2196/34645] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 12/14/2021] [Accepted: 01/06/2022] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND The COVID-19 pandemic triggered a seismic shift in education to web-based learning. With nearly 20 million students enrolled in colleges across the United States, the long-simmering mental health crisis in college students was likely further exacerbated by the pandemic. OBJECTIVE This study leveraged mobile health (mHealth) technology and sought to (1) characterize self-reported outcomes of physical, mental, and social health by COVID-19 status; (2) assess physical activity through consumer-grade wearable sensors (Fitbit); and (3) identify risk factors associated with COVID-19 positivity in a population of college students prior to release of the vaccine. METHODS After completing a baseline assessment (ie, at Time 0 [T0]) of demographics, mental, and social health constructs through the Roadmap 2.0 app, participants were instructed to use the app freely, wear the Fitbit, and complete subsequent assessments at T1, T2, and T3, followed by a COVID-19 assessment of history and timing of COVID-19 testing and diagnosis (T4: ~14 days after T3). Continuous measures were described using mean (SD) values, while categorical measures were summarized as n (%) values. Formal comparisons were made on the basis of COVID-19 status. The multivariate model was determined by entering all statistically significant variables (P<.05) in univariable associations at once and then removing one variable at a time through backward selection until the optimal model was obtained. RESULTS During the fall 2020 semester, 1997 participants consented, enrolled, and met criteria for data analyses. There was a high prevalence of anxiety, as assessed by the State Trait Anxiety Index, with moderate and severe levels in 465 (24%) and 970 (49%) students, respectively. Approximately one-third of students reported having a mental health disorder (n=656, 33%). The average daily steps recorded in this student population was approximately 6500 (mean 6474, SD 3371). Neither reported mental health nor step count were significant based on COVID-19 status (P=.52). Our analyses revealed significant associations of COVID-19 positivity with the use of marijuana and alcohol (P=.02 and P=.046, respectively) and with lower belief in public health measures (P=.003). In addition, graduate students were less likely and those with ≥20 roommates were more likely to report a COVID-19 diagnosis (P=.009). CONCLUSIONS Mental health problems were common in this student population. Several factors, including substance use, were associated with the risk of COVID-19. These data highlight important areas for further attention, such as prioritizing innovative strategies that address health and well-being, considering the potential long-term effects of COVID-19 on college students. TRIAL REGISTRATION ClinicalTrials.gov NCT04766788; https://clinicaltrials.gov/ct2/show/NCT04766788. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/29561.
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Affiliation(s)
- Kristen N Gilley
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Loubna Baroudi
- Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, United States
| | - Miao Yu
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Izzy Gainsburg
- Stephen M. Ross School of Business, University of Michigan, Ann Arbor, MI, United States
| | - Niyanth Reddy
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Christina Bradley
- Stephen M. Ross School of Business, University of Michigan, Ann Arbor, MI, United States
| | - Christine Cislo
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, United States
| | | | - Caroline Ashley Clingan
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Matthew Stephen DeMoss
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Tracey Churay
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Kira Birditt
- Institute for Social Research, University of Michigan, Ann Arbor, MI, United States
| | | | - Mosharaf Chowdhury
- Department of Computer Science Engineering, University of Michigan, Ann Arbor, MI, United States
| | - Daniel Forger
- Department of Mathematics, University of Michigan, Ann Arbor, MI, United States
| | - Joel Gagnier
- Department of Orthopedic Surgery, University of Michigan, Ann Arbor, MI, United States.,Department of Epidemiology, University of Michigan, Ann Arbor, MI, United States
| | - Ronald F Zernicke
- Department of Orthopedic Surgery, University of Michigan, Ann Arbor, MI, United States.,Exercise & Sport Science Initiative, University of Michigan, Ann Arbor, MI, United States
| | - Julia Lee Cunningham
- Stephen M. Ross School of Business, University of Michigan, Ann Arbor, MI, United States
| | - Stephen M Cain
- Department of Chemical and Biomedical Engineering, West Virginia University, Morgantown, WV, United States
| | - Muneesh Tewari
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States.,Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, United States.,Center for Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, United States.,Veterans Administration Ann Arbor Healthcare System, Ann Arbor, MI, United States
| | - Sung Won Choi
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, United States
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10
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Raj M, Gupta V, Hoodin F, Clingan C, Roslin C, Yahng L, Braun T, Choi SW. Evaluating mobile Health technology use among cancer caregivers in the digital era. Digit Health 2022; 8:20552076221109071. [PMID: 35769358 PMCID: PMC9234853 DOI: 10.1177/20552076221109071] [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: 03/28/2022] [Revised: 05/10/2022] [Accepted: 06/06/2022] [Indexed: 01/29/2023] Open
Abstract
Introduction Digital health technology-based interventions have the potential to support cancer caregivers in caregiving responsibilities and in managing their own health and well-being. The objective of this study was to examine the association between caregiving characteristics and different types of digital health technologies used in a national sample of caregivers of patients undergoing hematopoietic cell transplantation (HCT). Methods We conducted an online, cross-sectional survey of 948 HCT caregivers. Results Spousal caregivers comprised nearly one-third of respondents (27.1%) with a median age of 59 years (range: 18-80 years), compared with parents (32.9%: 38 years), adult children (28.9%: 38 years), and other (11.1%; e.g. friend, other family member: 36 years). Almost two-thirds (65.4%) of all respondents reported using an app for fitness or step counting and 41.3% reported using a smartwatch. However, spousal caregivers were the least likely group to use mobile apps (0.72; P < 0.005) or smartwatches (OR = 0.46; P < 0.005) compared with parent caregivers in models adjusted for demographics and coping style. Caregiving for six months or greater was associated with the use of fewer apps compared with caregiving for less than six months in adjusted models (OR = 0.80, P < 0.005). Caregivers of patients receiving an allogeneic transplant (i.e. non-self-donor) used more apps on average than caregivers of patients receiving an autologous transplant (i.e. self-donor) in adjusted models (OR = 1.36, P < 0.005). Conclusion Digital health technologies reflect promising avenues for supporting cancer caregivers. While digital technologies are becoming increasingly pervasive, older caregivers remain an underserved population. Future research should integrate older adult caregivers in the co-design and development activities of technology-driven caregiver support products.
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Affiliation(s)
- Minakshi Raj
- Department of Kinesiology and Community Health, University of Illinois at Urbana Champaign, Champaign, IL, 61820, USA
| | - Vibhuti Gupta
- Department of Computer Science & Data Science, School of Applied Computational Sciences, Meharry Medical College, Nashville, TN, USA
| | - Flora Hoodin
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Caroline Clingan
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Chloe Roslin
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Lilian Yahng
- Center for Survey Research, Indiana University, Bloomington, IN, USA
| | - Thomas Braun
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Sung Won Choi
- Department of Computer Science & Data Science, School of Applied Computational Sciences, Meharry Medical College, Nashville, TN, USA
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11
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Cislo C, Clingan C, Gilley K, Rozwadowski M, Gainsburg I, Bradley C, Barabas J, Sandford E, Olesnavich M, Tyler J, Mayer C, DeMoss M, Flora C, Forger DB, Cunningham JL, Tewari M, Choi SW. Monitoring beliefs and physiological measures in students at risk for COVID-19 using wearable sensors and smartphone technology: Protocol for a mobile health study. JMIR Res Protoc 2021; 10:e29561. [PMID: 34115607 PMCID: PMC8386373 DOI: 10.2196/29561] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Revised: 06/03/2021] [Accepted: 06/04/2021] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND The COVID-19 pandemic has impacted lives significantly and greatly affected an already vulnerable population, college students, in relation to mental health and public safety. Social distancing and isolation have brought about challenges to student's mental health. Mobile health apps and wearable sensors may help to monitor students at risk for COVID-19 and support their mental well-being. OBJECTIVE Through the use of a wearable sensor and smartphone-based survey completion, this study aimed to monitor students at risk for COVID-19. METHODS We conducted a prospective study of students, undergraduate and graduate, at a public university in the Midwest. Students were instructed to download the Fitbit, Social Rhythms, and Roadmap 2.0 apps onto their personal mobile devices (Android or iOS). Subjects consented to provide up to 10 saliva samples during the study period. Surveys were administered through the Roadmap 2.0 app at five timepoints - at baseline, 1-month later, 2-months later, 3-months later, and at study completion. The surveys gathered information regarding demographics, COVID-19 diagnoses and symptoms, and mental health resilience, with the aim of documenting the impact of COVID-19 on the college student population. RESULTS This study enrolled 2,158 college students between September 2020 and January 2021. Subjects are currently being followed on-study for one academic year. Data collection and analysis are ongoing. CONCLUSIONS This study examined student health and well-being during the COVID-19 pandemic. It also assessed the feasibility of wearable sensor use and survey completion in a college student population, which may inform the role of our mobile health tools on student health and well-being. Finally, using wearable sensor data, biospecimen collection, and self-reported COVID-19 diagnosis, our results may provide key data towards the development of a model for the early prediction and detection of COVID-19. CLINICALTRIAL ClinicalTrials.gov NCT04766788.
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Affiliation(s)
- Christine Cislo
- Division of Pediatric Hematology Oncology, Department of Pediatrics, University of Michigan, 1500 E. Medical Center DrD4118 Medical Professional Building, Ann Arbor, US
| | - Caroline Clingan
- Division of Pediatric Hematology Oncology, Department of Pediatrics, University of Michigan, 1500 E. Medical Center DrD4118 Medical Professional Building, Ann Arbor, US
| | - Kristen Gilley
- Division of Pediatric Hematology Oncology, Department of Pediatrics, University of Michigan, 1500 E. Medical Center DrD4118 Medical Professional Building, Ann Arbor, US
| | - Michelle Rozwadowski
- Division of Pediatric Hematology Oncology, Department of Pediatrics, University of Michigan, 1500 E. Medical Center DrD4118 Medical Professional Building, Ann Arbor, US
- Division of Hematology Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, US
| | - Izzy Gainsburg
- Management and Organizations Area, Ross School of Business, University of Michigan, Ann Arbor, US
| | - Christina Bradley
- Management and Organizations Area, Ross School of Business, University of Michigan, Ann Arbor, US
| | - Jenny Barabas
- Division of Hematology Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, US
| | - Erin Sandford
- Division of Hematology Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, US
| | - Mary Olesnavich
- Division of Hematology Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, US
| | - Jonathan Tyler
- Division of Pediatric Hematology Oncology, Department of Pediatrics, University of Michigan, 1500 E. Medical Center DrD4118 Medical Professional Building, Ann Arbor, US
- Department of Mathematics, University of Michigan, Ann Arbor, US
| | - Caleb Mayer
- Department of Mathematics, University of Michigan, Ann Arbor, US
| | - Matthew DeMoss
- Division of Pediatric Hematology Oncology, Department of Pediatrics, University of Michigan, 1500 E. Medical Center DrD4118 Medical Professional Building, Ann Arbor, US
- Division of Hematology Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, US
| | - Christopher Flora
- Division of Hematology Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, US
| | - Daniel B Forger
- Department of Mathematics, University of Michigan, Ann Arbor, US
| | - Julia Lee Cunningham
- Management and Organizations Area, Ross School of Business, University of Michigan, Ann Arbor, US
| | - Muneesh Tewari
- Division of Hematology Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, US
- Rogel Comprehensive Cancer Center, University of Michigan, Ann Arbor, US
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, US
| | - Sung Won Choi
- Division of Pediatric Hematology Oncology, Department of Pediatrics, University of Michigan, 1500 E. Medical Center DrD4118 Medical Professional Building, Ann Arbor, US
- Rogel Comprehensive Cancer Center, University of Michigan, Ann Arbor, US
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Raj M, Gupta V, Hoodin F, Yahng L, Braun T, Choi SW. Evaluating health technology engagement among family caregivers of patients undergoing hematopoietic cell transplantation. RESEARCH SQUARE 2021. [PMID: 34013246 PMCID: PMC8132239 DOI: 10.21203/rs.3.rs-427058/v1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Purpose: Digital health technology-based interventions have the potential to support caregivers in their caregiving responsibilities and in managing their own health and well-being. Designing digital health technologies to support caregivers of patients undergoing hematopoietic cell transplantation requires evaluating their engagement with these technologies. The objective of this study was to examine the association between caregiving characteristics and different types of digital health technologies used. Methods: We conducted an online cross-sectional, national survey of 948 unpaid family caregivers of patients undergoing hematopoietic cell transplantation. Results: Almost two-thirds (65.4%) of respondents reported using an app for fitness or step counting, while 41.3% reported using a smartwatch. The average number of apps used was 3.3 (range 0-9). In adjusted models, adult children who were caregivers (OR=5.82, p<0.005) and caregivers of another relative (OR=2.51, p<0.005) were significantly more likely to use a fitness tracker than caregivers of a child. Caregiving for six months or greater was associated with use of fewer apps compared with caregiving for less than six months in adjusted models (OR=0.80, p<0.005). Caregivers of patients receiving an allogeneic transplant used more apps on average than caregivers of patients receiving an autologous transplant, in adjusted (OR=1.36, p<0.005) models. Conclusion: Digital health technologies may reflect promising avenues for supporting caregivers of patients undergoing HCT. The rapid insurgence of telehealth, propelled by the current COVID-19 pandemic, emphasizes the need for a better understanding of digital health technology for future study design.
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Affiliation(s)
| | | | | | | | | | - Sung Won Choi
- University of Michigan Medicine: University of Michigan Michigan Medicine
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13
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Clingan CA, Dittakavi M, Rozwadowski M, Gilley KN, Cislo CR, Barabas J, Sandford E, Olesnavich M, Flora C, Tyler J, Mayer C, Stoneman E, Braun T, Forger DB, Tewari M, Choi SW. Monitoring Health Care Workers at Risk for COVID-19 Using Wearable Sensors and Smartphone Technology: Protocol for an Observational mHealth Study. JMIR Res Protoc 2021; 10:e29562. [PMID: 33945497 PMCID: PMC8117956 DOI: 10.2196/29562] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 05/03/2021] [Accepted: 05/03/2021] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Health care workers (HCWs) have been working on the front lines of the COVID-19 pandemic with high risks of viral exposure, infection, and transmission. Standard COVID-19 testing is insufficient to protect HCWs from these risks and prevent the spread of disease. Continuous monitoring of physiological data with wearable sensors, self-monitoring of symptoms, and asymptomatic COVID-19 testing may aid in the early detection of COVID-19 in HCWs and may help reduce further transmission among HCWs, patients, and families. OBJECTIVE By using wearable sensors, smartphone-based symptom logging, and biospecimens, this project aims to assist HCWs in self-monitoring COVID-19. METHODS We conducted a prospective, longitudinal study of HCWs at a single institution. The study duration was 1 year, wherein participants were instructed on the continuous use of two wearable sensors (Fitbit Charge 3 smartwatch and TempTraq temperature patches) for up to 30 days. Participants consented to provide biospecimens (ie, nasal swabs, saliva swabs, and blood) for up to 1 year from study entry. Using a smartphone app called Roadmap 2.0, participants entered a daily mood score, submitted daily COVID-19 symptoms, and completed demographic and health-related quality of life surveys at study entry and 30 days later. Semistructured qualitative interviews were also conducted at the end of the 30-day period, following completion of daily mood and symptoms reporting as well as continuous wearable sensor use. RESULTS A total of 226 HCWs were enrolled between April 28 and December 7, 2020. The last participant completed the 30-day study procedures on January 16, 2021. Data collection will continue through January 2023, and data analyses are ongoing. CONCLUSIONS Using wearable sensors, smartphone-based symptom logging and survey completion, and biospecimen collections, this study will potentially provide data on the prevalence of COVID-19 infection among HCWs at a single institution. The study will also assess the feasibility of leveraging wearable sensors and self-monitoring of symptoms in an HCW population. TRIAL REGISTRATION ClinicalTrials.gov NCT04756869; https://clinicaltrials.gov/ct2/show/NCT04756869. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/29562.
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Affiliation(s)
- Caroline A Clingan
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, University of Michigan, Ann Arbor, MI, United States
| | - Manasa Dittakavi
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, University of Michigan, Ann Arbor, MI, United States
| | - Michelle Rozwadowski
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, University of Michigan, Ann Arbor, MI, United States
| | - Kristen N Gilley
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, University of Michigan, Ann Arbor, MI, United States
| | - Christine R Cislo
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, University of Michigan, Ann Arbor, MI, United States
| | - Jenny Barabas
- Division of Hematology and Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Erin Sandford
- Division of Hematology and Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Mary Olesnavich
- Division of Hematology and Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Christopher Flora
- Division of Hematology and Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Jonathan Tyler
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, University of Michigan, Ann Arbor, MI, United States
- Department of Mathematics, College of Literature, Arts, and Sciences, University of Michigan, Ann Arbor, MI, United States
| | - Caleb Mayer
- Department of Mathematics, College of Literature, Arts, and Sciences, University of Michigan, Ann Arbor, MI, United States
| | - Emily Stoneman
- Department of Internal Medicine, Division of Infectious Diseases, University of Michigan, Ann Arbor, MI, United States
| | - Thomas Braun
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, United States
| | - Daniel B Forger
- Department of Mathematics, College of Literature, Arts, and Sciences, University of Michigan, Ann Arbor, MI, United States
| | - Muneesh Tewari
- Division of Hematology and Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, United States
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, United States
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, United States
| | - Sung Won Choi
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, University of Michigan, Ann Arbor, MI, United States
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, United States
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14
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Gupta V, Raj M, Hoodin F, Yahng L, Braun T, Choi SW. Electronic Health Record Portal Use by Family Caregivers of Patients Undergoing Hematopoietic Cell Transplantation: United States National Survey Study. JMIR Cancer 2021; 7:e26509. [PMID: 33687332 PMCID: PMC8086639 DOI: 10.2196/26509] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 01/18/2021] [Accepted: 01/21/2021] [Indexed: 12/27/2022] Open
Abstract
Background As family caregivers of patients undergoing hematopoietic cell transplantation have multifaceted caregiving responsibilities (such as medical, household, financial) of long duration, they also have multiple physical, social, psychological, and informational needs. Objective This study explored the prevalence of electronic health record patient portal use by family caregivers for managing both their own and their hematopoietic cell transplantation care recipient’s health, as well as potential factors associated with portal use. Methods An electronic caregiver health survey, first developed via cognitive interviewing methods of hematopoietic cell transplantation caregivers, was distributed nationally (in the United States) by patient advocacy organizations to family caregivers of hematopoietic cell transplantation patients. It was used to assess self-reported caregiver demographics, caregiving characteristics, depression and anxiety with the Patient Health Questionnaire–4, coping with the Brief COPE, and caregiver portal use to manage care recipient’s and their own health. Results We found that 77% of respondents (720/937) accessed electronic health record patient portals for their care recipients, themselves, or both. Multivariate models indicated use of care recipient electronic health record portals by caregivers was more likely with young, White, married, low-income caregivers caring for a parent, residing with the care recipient, and experiencing more caregiver depression. Caregiver use of their own electronic health record portal was more likely with young, White, high-income caregivers caring for a parent and experiencing chronic medical conditions of their own. Partially due to multicollinearity, anxiety and coping did not contribute independently to this model. Conclusions Findings from the survey could open avenues for future research into caregiver use of technology for informational support or intervention, including wearables and mobile health. International Registered Report Identifier (IRRID) RR2-10.2196/4918
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Affiliation(s)
- Vibhuti Gupta
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, United States
| | - Minakshi Raj
- Department of Kinesiology and Community Health, University of Illinois at Urbana Champaign, Champaign, IL, United States
| | - Flora Hoodin
- Department of Psychology, Eastern Michigan University, Ypsilanti, MI, United States.,Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Lilian Yahng
- Center for Survey Research, Indiana University, Bloomington, IN, United States
| | - Thomas Braun
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, United States
| | - Sung Won Choi
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, United States
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15
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Rozwadowski M, Dittakavi M, Mazzoli A, Hassett AL, Braun T, Barton DL, Carlozzi N, Sen S, Tewari M, Hanauer DA, Choi SW. Promoting Health and Well-Being Through Mobile Health Technology (Roadmap 2.0) in Family Caregivers and Patients Undergoing Hematopoietic Stem Cell Transplantation: Protocol for the Development of a Mobile Randomized Controlled Trial. JMIR Res Protoc 2020; 9:e19288. [PMID: 32945777 PMCID: PMC7532463 DOI: 10.2196/19288] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 06/26/2020] [Accepted: 07/14/2020] [Indexed: 12/18/2022] Open
Abstract
Background Cancer patients who undergo allogeneic hematopoietic stem cell transplantation are among the most medically fragile patient populations with extreme demands for caregivers. Indeed, with earlier hospital discharges, the demands placed on caregivers continue to intensify. Moreover, an increased number of allogeneic hematopoietic stem cell transplantations are being performed worldwide, and this expensive procedure has significant economic consequences. Thus, the health and well-being of family caregivers have attracted widespread attention. Mobile health technology has been shown to deliver flexible, and time- and cost-sparing interventions to support family caregivers across the care trajectory. Objective This protocol aims to leverage technology to deliver a novel caregiver-facing mobile health intervention named Roadmap 2.0. We will evaluate the effectiveness of Roadmap 2.0 in family caregivers of patients undergoing hematopoietic stem cell transplantation. Methods The Roadmap 2.0 intervention will consist of a mobile randomized trial comparing a positive psychology intervention arm with a control arm in family caregiver-patient dyads. The primary outcome will be caregiver health-related quality of life, as assessed by the PROMIS Global Health scale at day 120 post-transplant. Secondary outcomes will include other PROMIS caregiver- and patient-reported outcomes, including companionship, self-efficacy for managing symptoms, self-efficacy for managing daily activities, positive affect and well-being, sleep disturbance, depression, and anxiety. Semistructured qualitative interviews will be conducted among participants at the completion of the study. We will also measure objective physiological markers (eg, sleep, activity, heart rate) through wearable wrist sensors and health care utilization data through electronic health records. Results We plan to enroll 166 family caregiver-patient dyads for the full data analysis. The study has received Institutional Review Board approval as well as Code Review and Information Assurance approval from our health information technology services. Owing to the COVID-19 pandemic, the study has been briefly put on hold. However, recruitment began in August 2020. We have converted all recruitment, enrollment, and onboarding processes to be conducted remotely through video telehealth. Consent will be obtained electronically through the Roadmap 2.0 app. Conclusions This mobile randomized trial will determine if positive psychology-based activities delivered through mobile health technology can improve caregiver health-related quality of life over a 16-week study period. This study will provide additional data on the effects of wearable wrist sensors on caregiver and patient self-report outcomes. Trial Registration ClinicalTrials.gov NCT04094844; https://www.clinicaltrials.gov/ct2/show/NCT04094844 International Registered Report Identifier (IRRID) PRR1-10.2196/19288
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Affiliation(s)
- Michelle Rozwadowski
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Manasa Dittakavi
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Amanda Mazzoli
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Afton L Hassett
- Department of Anesthesia, Michigan Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Thomas Braun
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, United States
| | - Debra L Barton
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | - Noelle Carlozzi
- Department of Physical Medicine and Rehabilitation, Michigan Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Srijan Sen
- Department of Psychiatry, Michigan Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Muneesh Tewari
- Department of Internal Medicine, Michigan Medicine, University of Michigan, Ann Arbor, MI, United States
| | - David A Hanauer
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Sung Won Choi
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, MI, United States
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