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Lee S, Watson-Singleton NN, Saban KL, Janusek L. Development of a culturally tailored sleep intervention for midlife African American women: A scoping review. Sleep Med 2025; 132:106565. [PMID: 40381602 DOI: 10.1016/j.sleep.2025.106565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Revised: 05/08/2025] [Accepted: 05/10/2025] [Indexed: 05/20/2025]
Abstract
STUDY OBJECTIVES Sleep disturbances are prevalent among midlife African American women (AAW). Given the cultural and psychosocial factors influencing AAW's sleep health, we aim to develop culturally tailored sleep interventions that address their unique needs. METHODS This scoping review examines (1) sleep in midlife AAW, (2) factors contributing to their sleep disturbances, (3) previous culturally tailored sleep interventions evaluated in this population, and (4) strategies for developing culturally tailored sleep interventions for midlife AAW. CINAHL, PubMed, and PsycINFO were searched for relevant sources. RESULTS Midlife AAW experience worse sleep quantity and quality, both objective and subjective, than White women. Factors contributing to midlife AAW's sleep disturbances include vasomotor symptoms, racism-related stress, various stressors and psychological factors, the superwoman/strong Black woman schema, and environmental factors. A very few studies have applied culturally tailored sleep interventions involving midlife AAW, including sleep health education delivered by peer educators. Recommendations for developing and evaluating a culturally tailored sleep intervention for midlife AAW include the following: (1) use linguistically and culturally tailored methods for recruitment and content, (2) incorporate cultural concepts and values such as religious beliefs and spirituality, (3) address population-specific sleep barriers such as racism-related stress, (4) involve family members, (5) involve community facilitators, and (6) implement interventions in culturally familiar settings, such as churches. CONCLUSIONS This study provides practical strategies for developing tailored sleep interventions for midlife AAW. Future research should continue to explore and refine these approaches to improve sleep health outcomes for AAW and promote their overall well-being.
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Affiliation(s)
- Sueyeon Lee
- Marcella Niehoff School of Nursing, Loyola University Chicago, 2160 S First Ave, Maywood, IL, 60153, USA.
| | | | - Karen L Saban
- Marcella Niehoff School of Nursing, Loyola University Chicago, 2160 S First Ave, Maywood, IL, 60153, USA
| | - Linda Janusek
- Marcella Niehoff School of Nursing, Loyola University Chicago, 2160 S First Ave, Maywood, IL, 60153, USA
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Ponting C, McClelland B, Mah R, Neuhaus J, Manber R, Krystal AD, Moran P, Felder JN. Effects of Recruitment Messaging on Ethnic/Racial Minority Screening in a RCT for Prenatal Insomnia: An Experimental Approach. Behav Sleep Med 2025; 23:319-328. [PMID: 40040476 PMCID: PMC12045717 DOI: 10.1080/15402002.2025.2473346] [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: 03/06/2025]
Abstract
OBJECTIVE Using data from a nationwide recruitment campaign for an RCT evaluating digital cognitive behavioral therapy for prenatal insomnia, we tested whether a recruitment message that identified a racial/ethnic disparity in sleep quality (sleep disparities message) would increase the proportion of participants who engaged in study screening compared to a recruitment message without identified ethnic/racial disparities (standard message). We also tested whether the magnitude of the association of message type with completed eligibility screening varied by race/ethnicity. METHOD Pregnant people (n = 203,664) were randomly assigned to receive a sleep disparities or standard recruitment e-mail. A total of 1,782 pregnant people opened the recruitment e-mails. We used chi-square tests to compare the proportions of e-mails that led to study screening outcomes between the two e-mail message conditions. RESULTS The chi-square tests revealed that a smaller proportion of prospective participants who received a sleep disparities message visited the screening website X2 = 8.83, p = .003 and completed a study screener X2 = 4.92, p = .026 compared to those who received a standard message. Results of a logistic regression detected no statistically significant interactions between race/ethnicity and message type on the probability of a completing a study screener. CONCLUSION Manipulating and measuring the effects of recruitment messages can identify effective strategies for diversifying the participant pools in CBT-I trials.
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Affiliation(s)
- Carolyn Ponting
- University of California, San Francisco, Department of Psychiatry and Behavioral Sciences
| | | | - Richelle Mah
- Univeristy of California, San Francisco, Osher Center for Integrative Health
| | - John Neuhaus
- Univeristy of California, San Francisco, Department of Epidemiology and Biostatistics
| | - Rachel Manber
- Stanford University, Department of Psychiatry and Behavioral Sciences
| | - Andrew D. Krystal
- University of California, San Francisco, Department of Psychiatry and Behavioral Sciences
| | - Patricia Moran
- Univeristy of California, San Francisco, Osher Center for Integrative Health
| | - Jennifer N. Felder
- University of California, San Francisco, Department of Psychiatry and Behavioral Sciences
- Univeristy of California, San Francisco, Osher Center for Integrative Health
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Kost RG, Andrews J, Chatterjee R, Cheng AC, Connally L, Dozier A, Dykes C, Ford D, Green NS, Jiang C, Khoury-Shakour S, Lindo S, Marder K, Martinez L, Qureshi A, Roberts J, Schlesinger N. What research participants say about their research experiences in Empowering the Participant Voice: Outcomes and actionable data. J Clin Transl Sci 2025; 9:e43. [PMID: 40129933 PMCID: PMC11930633 DOI: 10.1017/cts.2025.3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Revised: 12/17/2024] [Accepted: 01/03/2025] [Indexed: 03/26/2025] Open
Abstract
Background Research participants" feedback about their participation experiences offers critical insights for improving programs. A shared Empowering the Participant Voice (EPV) infrastructure enabled a multiorganization collaborative to collect, analyze, and act on participants' feedback using validated participant-centered measures. Methods A consortium of academic research organizations with Clinical and Translational Science Awards (CTSA) programs administered the Research Participant Perception Survey (RPPS) to active or recent research participants. Local response data also aggregated into a Consortium database, facilitating analysis of feedback overall and for subgroups. Results From February 2022 to June 2024, participating organizations sent surveys to 28,096 participants and received 5045 responses (18%). Respondents were 60% female, 80% White, 13% Black, 2% Asian, and 6% Latino/x. Most respondents (85-95%) felt respected and listened to by study staff; 68% gave their overall experience the top rating. Only 60% felt fully prepared by the consent process. Consent, feeling valued, language assistance, age, study demands, and other factors were significantly associated with overall experience ratings. 63% of participants said that receiving a summary of the study results would be very important to joining a future study. Intersite scores differed significantly for some measures; initiatives piloted in response to local findings raised experience scores. Conclusion RPPS results from 5045 participants from seven CTSAs provide a valuable evidence base for evaluating participants' research experiences and using participant feedback to improve research programs. Analyses revealed opportunities for improving research practices. Sites piloting local change initiatives based on RPPS findings demonstrated measurable positive impact.
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Affiliation(s)
- Rhonda G. Kost
- The Rockefeller University Center for Clinical and Translational Science, New York, NY, USA
| | - Joseph Andrews
- Clinical and Translational Science Institute, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Ranee Chatterjee
- Department of Medicine; Duke University School of Medicine; Duke Clinical Translational Science Institute; Durham, NC, USA
| | - Alex C. Cheng
- Department of Biomedical Informatics, Vanderbilt University, Nashville, TN, USA
| | - Lisa Connally
- Michigan Institute for Clinical & Health Research (MICHR), University of Michigan, MI, USA
| | - Ann Dozier
- Department of Public Health Sciences, School of Medicine and Dentistry, University of Rochester, Rochester, NY, USA
| | - Carrie Dykes
- Clinical and Translational Science Institute, University of Rochester, Rochester, NY, USA
| | - Daniel Ford
- Johns Hopkins University Institute for Clinical and Translational Research, Baltimore, MD, USA
| | - Nancy S. Green
- Dept. of Pediatrics, Columbia University Irving Medical Center, New York, NY, USA
| | - Caroline Jiang
- The Rockefeller University Center for Clinical and Translational Science, New York, NY, USA
| | - Sana Khoury-Shakour
- Human Research Protection Program, University of Michigan, MI, USA
- Office of Research Compliance Administration, University of California, Santa Cruz, CA, USA
| | - Sierra Lindo
- Duke Clinical Translational Science Institute, Durham, NC, USA
| | - Karen Marder
- Dept.of Neurology, Columbia University Irving Medical Center, New York, NY, USA
| | - Liz Martinez
- Johns Hopkins University Institute for Clinical and Translational Research, Baltimore, MD, USA
| | - Adam Qureshi
- The Rockefeller University Center for Clinical and Translational Science, New York, NY, USA
| | | | - Natalie Schlesinger
- The Rockefeller University Center for Clinical and Translational Science, New York, NY, USA
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4
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Walsh CA, Miller SJ, Smith CB, Prigerson HG, McFarland D, Yarborough S, Santos CDL, Thomas R, Czaja SJ, RoyChoudhury A, Chapman-Davis E, Lachs M, Shen MJ. Acceptability and usability of the Planning Advance Care Together (PACT) website for improving patients' engagement in advance care planning. PEC INNOVATION 2024; 4:100245. [PMID: 38145252 PMCID: PMC10733677 DOI: 10.1016/j.pecinn.2023.100245] [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: 08/18/2023] [Revised: 12/06/2023] [Accepted: 12/07/2023] [Indexed: 12/26/2023]
Abstract
Objectives Most prior advance care planning (ACP) interventions lack integration of the social context of patients' ACP process, which patients indicate is critically important. The current study developed the Planning Advance Care Together (PACT) website to foster inclusion of loved ones in the ACP process. Methods To provide feedback about the PACT website, patients with advanced cancer (N = 11), their caregivers (N = 11), and experts (N = 10) participated in semi-structured interviews. Patients and caregivers also completed standardized ratings of acceptability and usability. Results Overall, patient (n = 11) and caregiver (n = 11) ratings of acceptability and usability of the website exceeded benchmark cut-offs (≥24 on the Acceptability E-Scale and ≥ 68 on the System Usability Scale). Patients, caregivers, and experts liked the topic of ACP but felt that it could be emotionally challenging. They recommended focusing more on planning and less on end of life. They appreciated being able to include loved ones and recommended adding resources for caregivers. Conclusions Study findings support the preliminary usability and acceptability of the PACT website. Findings will be used to inform a modified prototype of the PACT website that is interactive and ready for field testing with patients with advanced cancer and their loved ones. Innovation We utilized a novel application of the shared mind framework to support patients with advanced cancer in engaging their loved ones in the ACP process.
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Affiliation(s)
- Casey A. Walsh
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, United States of America
| | - Sarah J. Miller
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | - Cardinale B. Smith
- Division of Hematology and Medical Oncology, Division of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | - Holly G. Prigerson
- Department of Medicine, Cornell Center for Research on End-of-Life Care, Weill Cornell Medical College, New York, NY, United States of America
| | - Daniel McFarland
- Department of Psychiatry, Wilmot Cancer Center, University of Rochester Medical Center, Rochester, NY, United States of America
| | - Sarah Yarborough
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, United States of America
| | - Claudia De Los Santos
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, United States of America
| | - Robert Thomas
- Division of General Internal Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | - Sara J. Czaja
- Division of Geriatrics and Palliative Medicine, Center on Aging and Behavioral Research, Weill Cornell Medicine, New York, NY, United States of America
| | - Arindam RoyChoudhury
- Department of Population Health Sciences, Weill Cornell Medical College, New York, NY, United States of America
| | - Eloise Chapman-Davis
- Division of Obstetrics and Gynecology, Weill Cornell Medical College, New York, NY, United States of America
| | - Mark Lachs
- Department of Medicine, Weill Cornell Medical College, New York, NY, United States of America
- Geriatrics and Palliative Medicine, New York Presbyterian Health Care System, United States of America
| | - Megan J. Shen
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, United States of America
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Tomiwa T, Wong E, Miller HN, Ogungbe O, Byiringiro S, Plante T, Himmelfarb CR. Leveraging digital tools to enhance diversity and inclusion in clinical trial recruitment. Front Public Health 2024; 12:1483367. [PMID: 39529717 PMCID: PMC11550947 DOI: 10.3389/fpubh.2024.1483367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 10/04/2024] [Indexed: 11/16/2024] Open
Abstract
Clinical research is pivotal in assessing the safety and efficacy of new treatments in healthcare. However, the success of such research depends on the inclusion of a diverse and representative participant sample, which is currently lacking. This lack of diversity in biomedical research participants has significant repercussions, limiting the real-world applicability and accessibility of medical interventions, especially for underrepresented groups. Barriers to diverse participation include historical mistrust, logistical challenges, and financial constraints. Recent guidelines by government agencies and funding bodies emphasize the need for diversity in clinical trials, but specific strategies for inclusive recruitment are often lacking. This paper explores the use of digital methods to enhance diversity and inclusion in research recruitment. Digital tools, such as electronic medical records, social media, research registries, and mobile applications, offer promising opportunities for reaching diverse populations. Strategies include culturally tailored messaging, collaborations with community organizations, and the use of SEO to improve visibility and engagement. However, challenges such as privacy concerns, digital literacy gaps, and ethical considerations must be addressed. The promotion of diversity in clinical research recruitment is crucial for advancing health equity. By leveraging digital tools and adopting inclusive strategies, study teams can improve the diversity of study participants, ultimately leading to more applicable and equitable healthcare outcomes.
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Affiliation(s)
- Tosin Tomiwa
- Johns Hopkins University School of Nursing, Baltimore, MD, United States
- Institute for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Erin Wong
- Johns Hopkins University School of Nursing, Baltimore, MD, United States
| | - Hailey N. Miller
- Johns Hopkins University School of Nursing, Baltimore, MD, United States
| | - Oluwabunmi Ogungbe
- Johns Hopkins University School of Nursing, Baltimore, MD, United States
| | - Samuel Byiringiro
- Johns Hopkins University School of Nursing, Baltimore, MD, United States
| | - Timothy Plante
- The Robert Larner, M.D. College of Medicine at The University of Vermont, Burlington, VT, United States
| | - Cheryl R. Himmelfarb
- Johns Hopkins University School of Nursing, Baltimore, MD, United States
- Institute for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, United States
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Singh H, Fakembe SP, Brown RK, Cameron JI, Nelson MLA, Kokorelias KM, Nekolaichuk E, Salbach NM, Munce S, Tang T, Gray CS, Haghayegh AT, Colquhoun H. Stroke Experiences and Unmet Needs of Individuals of African Descent Living in High-Income Economy Countries: a Qualitative Meta-Synthesis. J Racial Ethn Health Disparities 2024; 11:2608-2626. [PMID: 37523144 PMCID: PMC11481687 DOI: 10.1007/s40615-023-01725-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 07/07/2023] [Accepted: 07/14/2023] [Indexed: 08/01/2023]
Abstract
BACKGROUND Stroke service disparities experienced by individuals of African descent highlight the need to optimize services. While qualitative studies have explored participants' unique experiences and service needs, a comprehensive synthesis is lacking. To address current knowledge gaps, this review aimed to synthesize existing literature on the experiences of individuals of African descent impacted by a stroke living in high-income economy countries in terms of stroke prevention, management, and care. METHODS A qualitative meta-synthesis incorporating a meta-study approach was conducted to obtain comprehensive and interpretive insights on the study topic. Four databases were searched to identify qualitative English-language studies published in the year 2022 or earlier on the experiences of adults of African descent who were at risk or impacted by a stroke and living in high-income economy countries. Study methods, theory, and data were analyzed using descriptive and interpretive analyses. RESULTS Thirty-seven studies met our inclusion criteria, including 29 journal articles and 8 dissertations. Multiple authors reported recruitment as a key challenge in study conduct. Multiple existing theories and frameworks of health behaviours, beliefs, self-efficacy, race, and family structure informed research positionality, questions, and analysis across studies. Participant experiences were categorized as (1) engagement in stroke prevention activities and responses to stroke symptoms, (2) self-management and self-identity after stroke, and (3) stroke care experiences. CONCLUSIONS This study synthesizes the experiences and needs of individuals of African descent impacted by stroke. Findings can help tailor stroke interventions across the stroke care continuum, as they suggest the need for intersectional and culturally humble care approaches.
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Affiliation(s)
- Hardeep Singh
- Department of Occupational Science & Occupational Therapy, Temerty Faculty of Medicine, University of Toronto, 500 University Avenue, Toronto, ON, M5G 1V7, Canada.
- The KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Toronto, ON, Canada.
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.
| | - Semtetam Patience Fakembe
- Department of Occupational Science & Occupational Therapy, Temerty Faculty of Medicine, University of Toronto, 500 University Avenue, Toronto, ON, M5G 1V7, Canada
| | - Racquel K Brown
- The KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Toronto, ON, Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Jill I Cameron
- Department of Occupational Science & Occupational Therapy, Temerty Faculty of Medicine, University of Toronto, 500 University Avenue, Toronto, ON, M5G 1V7, Canada
- The KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Toronto, ON, Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Michelle L A Nelson
- Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Kristina M Kokorelias
- Department of Occupational Science & Occupational Therapy, Temerty Faculty of Medicine, University of Toronto, 500 University Avenue, Toronto, ON, M5G 1V7, Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Department of Medicine, Geriatrics Division, Sinai Health System, University Health Network, Toronto, ON, Canada
| | - Erica Nekolaichuk
- Gerstein Science Information Centre, University of Toronto Libraries, University of Toronto, Toronto, ON, Canada
| | - Nancy M Salbach
- The KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Toronto, ON, Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Sarah Munce
- Department of Occupational Science & Occupational Therapy, Temerty Faculty of Medicine, University of Toronto, 500 University Avenue, Toronto, ON, M5G 1V7, Canada
- The KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Toronto, ON, Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Terence Tang
- Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada
| | - Carolyn Steele Gray
- Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Arta Taghavi Haghayegh
- Department of Occupational Science & Occupational Therapy, Temerty Faculty of Medicine, University of Toronto, 500 University Avenue, Toronto, ON, M5G 1V7, Canada
| | - Heather Colquhoun
- Department of Occupational Science & Occupational Therapy, Temerty Faculty of Medicine, University of Toronto, 500 University Avenue, Toronto, ON, M5G 1V7, Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
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Wylde V, Brennan S, Johnson E, Roberts K, Beswick AD, Jameson C. Recommendations for developing accessible patient information leaflets for clinical trials to address English language literacy as a barrier to research participation. Trials 2024; 25:624. [PMID: 39334243 PMCID: PMC11430508 DOI: 10.1186/s13063-024-08471-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Accepted: 09/16/2024] [Indexed: 09/30/2024] Open
Abstract
BACKGROUND Low English language literacy is a common barrier to participation in clinical trials. Patient information leaflets (PILs) used in clinical trials are often lengthy, complex and have poor readability; this is a persistent and prevalent problem common to trials across the world. Simplifying the information provided in PILs can lead to improved understanding, comprehension and knowledge. The aim of this project was to develop recommendations for developing accessible PILs for clinical trials through a literature review of published and grey literature and co-working with marginalised communities, patients, and health and social care charities. METHODS A literature review of MEDLINE, Embase and online resources was conducted, and recommendations for developing accessible PILs were extracted from eligible published and grey literature. Grey literature which contained insights into more inclusive forms of communication was also identified and summarised. Meetings were held with two racially marginalised community groups, two groups involving autistic adults and/or adults with learning difficulties and a patient advisory group. Examples of accessible PILs were shared and discussions held about the content and format of the PILs and suggestions for changes/improvements. National Voices, a coalition of health and social care charities in England, held a national online workshop with charities and lived experience partners. Recommendations identified from the multiple sources were coded, collated and refined to develop an overarching framework of recommendations. RESULTS The framework consists of 74 recommendations for developing accessible PILs for clinical trials. Recommendations cover the five topics of formatting, information presentation, writing style, content and accessibility. CONCLUSIONS This project has developed a comprehensive framework of recommendations to guide researchers in the development of accessible PILs for clinical trials. Findings from previous research and from co-working with marginalised communities, patients and health and social care charities were collated to ensure that a diverse range of voices and experiences informed the framework. These recommendations aim to support researchers to develop better study information to reduce English language literacy as a barrier to participation in clinical trials.
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Affiliation(s)
- Vikki Wylde
- Musculoskeletal Research Unit, Bristol Medical School, University of Bristol, Bristol, UK.
- NIHR Bristol Biomedical Research Centre, University Hospitals Bristol and Weston NHS Foundation Trust and University of Bristol, Bristol, UK.
| | | | - Emma Johnson
- Musculoskeletal Research Unit, Bristol Medical School, University of Bristol, Bristol, UK
| | - Kirsty Roberts
- Bristol Trials Centre, Bristol Medical School, University of Bristol, Bristol, UK
| | - Andrew D Beswick
- Musculoskeletal Research Unit, Bristol Medical School, University of Bristol, Bristol, UK
- NIHR Bristol Biomedical Research Centre, University Hospitals Bristol and Weston NHS Foundation Trust and University of Bristol, Bristol, UK
| | - Catherine Jameson
- Musculoskeletal Research Unit, Bristol Medical School, University of Bristol, Bristol, UK
- NIHR Bristol Biomedical Research Centre, University Hospitals Bristol and Weston NHS Foundation Trust and University of Bristol, Bristol, UK
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8
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Baranowski T, O’Connor TM, Jimenez-Garcia JA, Radhakrishnan K, Arredondo EM, Thompson D. Social marketing and the challenges of participant recruitment. Transl Behav Med 2024; 14:499-504. [PMID: 38761130 PMCID: PMC11282571 DOI: 10.1093/tbm/ibae028] [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: 05/20/2024] Open
Abstract
Recruitment of research participants often has not obtained a desired sample size, thereby becoming a major problem inhibiting investigators' ability to adequately test the specified hypotheses. Social marketing with its four Ps, originally developed by the business world to sell products and adapted for public health initiatives, is proposed as a dynamic comprehensive conceptual framework to apply marketing principles and practices to enhance participant recruitment. Applying a social marketing approach to research recruitment would require initial investigation to understand the motivations of the target audience in regard to research participation, and continued research throughout the main project to adapt the recruitment efforts as limitations arise. Additional funding would be needed for successful social marketing research recruitment programs to be systematically implemented and evaluated as part of research projects. In this paper, we define social marketing concepts, briefly review the available literature supporting social marketing applied to recruitment for research studies, and consider ethical issues that may arise when using a social marketing approach.
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Affiliation(s)
- Tom Baranowski
- Department of Pediatrics, USDA/ARS Children’s Nutrition Research Center, Baylor College of Medicine, Houston, TX, USA
| | - Teresia M O’Connor
- Department of Pediatrics, USDA/ARS Children’s Nutrition Research Center, Baylor College of Medicine, Houston, TX, USA
| | - John A Jimenez-Garcia
- Department of Pediatrics, USDA/ARS Children’s Nutrition Research Center, Baylor College of Medicine, Houston, TX, USA
| | | | - Elva M Arredondo
- Department of Psychology, San Diego State University, San Diego, CA, USA
| | - Debbe Thompson
- Department of Pediatrics, USDA/ARS Children’s Nutrition Research Center, Baylor College of Medicine, Houston, TX, USA
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Douglass PL, Itchhaporia D, Bozkurt B, Roswell RO, Khandelwal A, Capers Q, Berlacher K, Ogunniyi MO, Bailey AL, Levy PD, Grant AJ, Tocco J, Natcheva A, Asare AG, Bhatt AB, Mieres JH, Disch MF, Echols MR. Achieving Equitable Cardiovascular Care for All: ACC Board of Trustees Health Equity Task Force Action Plan. JACC. ADVANCES 2024; 3:101050. [PMID: 39130032 PMCID: PMC11313050 DOI: 10.1016/j.jacadv.2024.101050] [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] [Received: 02/12/2024] [Revised: 05/15/2024] [Accepted: 05/17/2024] [Indexed: 08/13/2024]
Abstract
Advancements in cardiovascular (CV) disease management are notable, yet health inequities prevail, associated with increased morbidity and mortality noted among non-Hispanic African Americans in the United States. The 2002 Institute of Medicine Report revealed ongoing racial and ethnic health care disparities, spearheading a deeper understanding of the social determinants of health and systemic racism to develop strategies for CV health equity (HE). This article outlines the strategic HE approach of the American College of Cardiology, comprising 6 strategic equity domains: workforce pathway inclusivity, health care, data, science, and tools; education and training; membership, partnership, and collaboration; advocacy and policy; and clinical trial diversity. The American College of Cardiology's Health Equity Task Force champions the improvement of patients' lived experiences, population health, and clinician well-being while reducing health care costs-the Quadruple Aim of Health Equity. Thus, we examine multifaceted HE interventions and provide evidence for scalable real-world interventions to promote equitable CV care.
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Affiliation(s)
- Paul L. Douglass
- Chair, ACC BOT Health Equity Taskforce, Wellstar Health System, Morehouse School of Medicine, Atlanta, Georgia, USA
| | - Dipti Itchhaporia
- Chair of Cardiovascular Health, Hoag Memorial Hospital Presbyterian, Newport Beach, California, USA
| | - Biykem Bozkurt
- Winters Center for Heart Failure, Cardiovascular Research Institute, Baylor College of Medicine, Newport Beach, California, USA
| | - Robert O. Roswell
- Department of Science Education and Cardiology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, New York, New York, USA
| | - Akshay Khandelwal
- System Chair, Department of Cardiovascular Medicine, Allegheny Health Network, Pittsburgh, Pennsylvania, USA
| | - Quinn Capers
- Chair of Medicine, Howard University, Washington, DC, USA
| | - Kathryn Berlacher
- University of Pittsburgh Medical Center, Heart and Vascular Institute
| | - Modele O. Ogunniyi
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
- Division of Cardiology, Department Medicine, Grady Health System, Atlanta, Georgia, USA
| | - Alison L. Bailey
- Center for Heart, Lung and Vascular Health at Parkridge, Parkridge Health System, Chattanooga, Tennessee, USA
| | - Phillip D. Levy
- Department of Emergency Medicine, Wayne State University, Detroit, Michigan, USA
| | - Aubrey J. Grant
- Division of Cardiology, Department Medicine, Medstar Heart and Vascular Institute, Washington, DC, USA
| | - Jack Tocco
- Department of Community and Population Health, Northwell Health, Brooklyn, New York, USA
| | - Angela Natcheva
- Division of Diversity Equity and Inclusion, American College of Cardiology, Washington, DC, USA
| | - Akua G. Asare
- Division of Diversity Equity and Inclusion, American College of Cardiology, Washington, DC, USA
| | - Ami B. Bhatt
- American College of Cardiology, Harvard Medical School, Boston, Massachusetts, USA
| | - Jennifer H. Mieres
- Department of Cardiology, Zucker School of Medicine at Hofstra/Northwell, Brooklyn, New York, USA
| | - Maghee F. Disch
- Division of Diversity Equity and Inclusion, American College of Cardiology, Washington, DC, USA
| | - Melvin R. Echols
- Chief Diversity, Equity and Inclusion Officer at American College of Cardiology, Morehouse School of Medicine, Atlanta, Georgia, USA
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10
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Prichard R, Maneze D, Straiton N, Inglis SC, McDonagh J. Strategies for improving diversity, equity, and inclusion in cardiovascular research: a primer. Eur J Cardiovasc Nurs 2024; 23:313-322. [PMID: 38190724 DOI: 10.1093/eurjcn/zvae002] [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: 12/30/2023] [Accepted: 01/02/2024] [Indexed: 01/10/2024]
Abstract
This paper aims to empower cardiovascular (CV) researchers by promoting diversity, equity, and inclusion (DE&I) principles throughout the research cycle. It defines DE&I and introduces practical strategies for implementation in recruitment, retention, and team dynamics within CV research. Evidence-based approaches supporting underrepresented populations' participation are outlined for each research phase. Emphasizing the significance of inclusive research environments, the paper offers guidance and resources. We invite CV researchers to actively embrace DE&I principles, enhancing research relevance and addressing longstanding CV health disparities.
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Affiliation(s)
- Roslyn Prichard
- Faculty of Health, University of the Sunshine Coast, 90 Sippy Downs Drive, Sippy Downs, 4556 Queensland, Australia
| | - Della Maneze
- School of Nursing, Faculty of Science, Medicine, and Health, University of Wollongong, Wollongong, New South Wales, Australia
| | - Nicola Straiton
- St Vincent's Health Network, Nursing Research Institute, Australian Catholic University, Sydney, New South Wales, Australia
| | - Sally C Inglis
- IMPACCT, Faculty of Health, University of Technology Sydney, Sydney, New South Wales, Australia
| | - Julee McDonagh
- School of Nursing, Faculty of Science, Medicine, and Health, University of Wollongong, Wollongong, New South Wales, Australia
- Centre for Chronic and Complex Care Research, Blacktown Hospital, Blacktown, New South Wales, Australia
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11
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White SC, Ruiz JM, Allison M, Uchino BN, Smith TW, Taylor DJ, Jones DR, Russell MA, Ansell EB, Smyth JM. Cardiovascular risk, social vigilance, and stress profiles of male law enforcement officers versus civilians. Health Psychol Open 2024; 11:20551029241244723. [PMID: 38586533 PMCID: PMC10996355 DOI: 10.1177/20551029241244723] [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: 04/09/2024] Open
Abstract
This study examined the cardiovascular disease (CVD) risk profiles of male law enforcement officers (LEOs) and civilians. CVD risk profiles were based on data collected using traditional objective (e.g., resting BP, cholesterol), novel objective (e.g., ambulatory BP) and self-report measures (e.g., EMA social vigilance). A subset of male LEOs (n = 30, M age = 41.47, SD = 8.03) and male civilians (n = 120, M age = 40.73, SD = 13.52) from a larger study were included in analyses. Results indicated LEOs had significantly higher body mass index [BMI], 31.17 kg/m2 versus 28.87 kg/m2, and exhibited significantly higher trait and state social vigilance across multiple measures, whereas perceived stress was higher among civilians. Findings highlight the need for future research examining CVD risk associated with occupational health disparities, including attributes of individuals entering certain professions as well as experiential and environmental demands of the work.
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Affiliation(s)
- Shannon C White
- Department of Biobehavioral Health, Pennsylvania State University, USA
| | - John M Ruiz
- Department of Psychology, University of Arizona, USA
| | - Matthew Allison
- Department of Family and Preventative Medicine, University of California San Diego, USA
| | | | | | | | - Dusti R Jones
- Center for Health Outcomes and Population Equity (HOPE), University of Utah, USA
| | - Michael A Russell
- Department of Biobehavioral Health, Pennsylvania State University, USA
| | - Emily B Ansell
- Department of Biobehavioral Health, Pennsylvania State University, USA
| | - Joshua M Smyth
- Department of Biobehavioral Health, Pennsylvania State University, USA
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12
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Palm ME, Edwards TL, Wieber C, Kay MT, Marion E, Boone L, Nanni A, Jones M, Pham E, Hildreth M, Lane K, McBee N, Benjamin DK, Bernard GR, Dean JM, Dwyer JP, Ford DE, Hanley DF, Harris PA, Wilkins CH, Selker HP. Development, implementation, and dissemination of operational innovations across the trial innovation network. J Clin Transl Sci 2023; 7:e251. [PMID: 38229905 PMCID: PMC10790103 DOI: 10.1017/cts.2023.658] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 10/13/2023] [Accepted: 10/14/2023] [Indexed: 01/18/2024] Open
Abstract
Improving the quality and conduct of multi-center clinical trials is essential to the generation of generalizable knowledge about the safety and efficacy of healthcare treatments. Despite significant effort and expense, many clinical trials are unsuccessful. The National Center for Advancing Translational Science launched the Trial Innovation Network to address critical roadblocks in multi-center trials by leveraging existing infrastructure and developing operational innovations. We provide an overview of the roadblocks that led to opportunities for operational innovation, our work to develop, define, and map innovations across the network, and how we implemented and disseminated mature innovations.
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Affiliation(s)
- Marisha E. Palm
- Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA, USA
- Tufts Clinical and Translational Science Institute, Tufts University, Boston, MA, USA
| | - Terri L. Edwards
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Cortney Wieber
- Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA, USA
- Tufts Clinical and Translational Science Institute, Tufts University, Boston, MA, USA
| | - Marie T. Kay
- University of Utah Health, Salt Lake City, UT, USA
| | - Eve Marion
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | - Leslie Boone
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Angeline Nanni
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Michelle Jones
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Eilene Pham
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | - Meghan Hildreth
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Karen Lane
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Institute for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Nichol McBee
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Daniel K. Benjamin
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
- Duke University School of Medicine, Durham, NC, USA
| | - Gordon R. Bernard
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Jamie P. Dwyer
- University of Utah Health, Salt Lake City, UT, USA
- Utah Clinical and Translational Sciences Institute, Salt Lake City, UT, USA
| | - Daniel E. Ford
- Institute for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Daniel F. Hanley
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Institute for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Paul A. Harris
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Biomedical Informatics, Biostatistics, and Biomedical Engineering, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Consuelo H. Wilkins
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Internal Medicine, Meharry Medical College, Nashville, Tennessee, USA
| | - Harry P. Selker
- Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA, USA
- Tufts Clinical and Translational Science Institute, Tufts University, Boston, MA, USA
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13
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Mayers SA, Cook SK, Rantala C, Israel T, Helmer T, Schorr M, Campos G, Hahn D, Pimentel P, Wynn M, Edwards TL, Stroud M, Harris PA, Wilkins CH. The RIC Recruitment & Retention Materials Toolkit - a resource for developing community-informed study materials. J Clin Transl Sci 2023; 7:e182. [PMID: 37706001 PMCID: PMC10495822 DOI: 10.1017/cts.2023.607] [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: 06/06/2023] [Revised: 07/26/2023] [Accepted: 07/28/2023] [Indexed: 09/15/2023] Open
Abstract
Clinical trials face many challenges with meeting projected enrollment and retention goals. A study's recruitment materials and messaging convey necessary key information and therefore serve as a critical first impression with potential participants. Yet study teams often lack the resources and skills needed to develop engaging, culturally tailored, and professional-looking recruitment materials. To address this gap, the Recruitment Innovation Center recently developed a Recruitment & Retention Materials Content and Design Toolkit, which offers research teams guidance, actionable tips, resources, and customizable templates for creating trial-specific study materials. This paper seeks to describe the creation and contents of this new toolkit.
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Affiliation(s)
- Stephanie A. Mayers
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Sarah K. Cook
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Caitlin Rantala
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Tiffany Israel
- Center for Emergency Care Research & Innovation, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Tara Helmer
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Matt Schorr
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - David Hahn
- Intracell Research Group, Wake Forest, NC, USA
| | - Pamela Pimentel
- Sue and Bill Gross School of Nursing, University of California, Irvine, CA, USA
- Institute for Clinical & Translational Science, University of California, Irvine, CA, USA
| | - Mysha Wynn
- Project Momentum, Incorporated, Rocky Mount, NC, USA
| | - Terri L. Edwards
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Mary Stroud
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Paul A. Harris
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Consuelo H. Wilkins
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Internal Medicine, Meharry Medical College, Nashville, TN, USA
- Office of Health Equity, Vanderbilt University Medical Center, Nashville, TN, USA
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14
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Finlayson M, Al-Mashita L, Sandhu R. Participant diversity in clinical trials of rehabilitation interventions for people with multiple sclerosis: A scoping review. Mult Scler 2023; 29:1149-1157. [PMID: 37555491 PMCID: PMC10413778 DOI: 10.1177/13524585231189670] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 06/13/2023] [Accepted: 06/29/2023] [Indexed: 08/10/2023]
Abstract
BACKGROUND The selection and description of participants in clinical trials enables health care providers to determine generalizability of findings to the populations they serve. Limited diversity of participants in trials restricts evidence-based decision-making. OBJECTIVES To determine the extent to which diverse participants are being included in clinical trials of rehabilitation interventions for people with multiple sclerosis (MS). METHODS We conducted a scoping review of MS rehabilitation trials published since January 2002 using MEDLINE, CINAHL, and Web of Science. Covidence was used to facilitate the review. Article selection required randomized control design, a rehabilitation intervention, and a functional status outcome. Data extracted included details of intervention(s), outcomes, and participant selection and description using a social determinants of health framework. RESULT A total of 243 studies were included. Exercise interventions and impairment-focused outcomes were most common. Most studies used only a MS Clinic for recruitment. Common exclusion criteria were physical or mental comorbidities, disability, age, and cognitive impairment. Participant age and sex were reported for almost all trials; reporting of other social determinants of health was atypical. CONCLUSION MS rehabilitation trials have used limited recruitment methods, restricted samples, and reported few participant descriptors. Changes are required to enhance participant diversity and the descriptions of participant characteristics.
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Affiliation(s)
- Marcia Finlayson
- School of Rehabilitation Therapy, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
| | - Leyan Al-Mashita
- Health Sciences Program, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
| | - Rebekah Sandhu
- Aging and Health Program, School of Rehabilitation Therapy, Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
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15
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Cunningham-Erves J, Joosten Y, Kusnoor SV, Mayers SA, Ichimura J, Dunkel L, Israel TL, Ray D, Stroud M, Harris PA, Wilkins CH. A community-informed recruitment plan template to increase recruitment of racial and ethnic groups historically excluded and underrepresented in clinical research. Contemp Clin Trials 2023; 125:107064. [PMID: 36572240 PMCID: PMC9926351 DOI: 10.1016/j.cct.2022.107064] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 12/20/2022] [Accepted: 12/21/2022] [Indexed: 12/24/2022]
Abstract
INTRODUCTION Engaging communities in research planning and implementation can enhance recruitment and retention (R&R) of racial and ethnic groups historically excluded and underrepresented in clinical research; however, most studies do not use community-informed approaches. This paper describes the formative research process used to design a Community-Informed Recruitment Plan Template for racial and ethnic groups historically excluded and underrepresented in clinical research. METHODS Using an existing R&R template as a starting point, we iteratively developed and refined the community-informed template through a 3-phase process to achieve cultural-appropriateness. Phase 1 included a literature review, 34 community engagement (CE) studios to review recommendations, community advisory board (CAB) review, and survey data from minority recruitment experts. Phase 2 involved integration of content into existing R&R template. Phase 3 was a final review and revision using input of the CAB and researchers' panel. Survey data collected in Phase 1 were analyzed using descriptives (i.e., frequencies and percentages). Open-ended survey responses were analyzed using inductive, qualitative thematic analysis. RESULTS The final 8-section template can help develop effective grant or proposal language where study R&R plans are requested. They include: 1) Recruitment Strategy; 2) A Stakeholder Communication Plan; 3) Evidence of Recruitment Feasibility; 4) Recruitment and Retention Team; 5) Recruitment and Retention Methods; 6) Recruitment and Retention Timeline; 7) Evaluation; and 8) Budget. CONCLUSIONS Incorporating multiple perspectives into this formative research process enhances the cultural appropriateness of this community-informed R&R template to help research teams achieve R&R goals for individuals historically excluded and underrepresented in clinical research.
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Affiliation(s)
| | - Yvonne Joosten
- Vanderbilt Institute for Medicine and Public Health, Nashville, TN, USA
| | - Sheila V Kusnoor
- Center for Knowledge Management, Strategy and Innovation, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Biomedical Informatics, Vanderbilt University, Nashville, TN, USA
| | - Stephanie A Mayers
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jabari Ichimura
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Leah Dunkel
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Tiffany L Israel
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Devan Ray
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Mary Stroud
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Paul A Harris
- Department of Biomedical Informatics, Vanderbilt University, Nashville, TN, USA; Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Consuelo H Wilkins
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA; Office of Health Equity, Vanderbilt University Medical Center, Nashville, TN, USA
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