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Naderbagi A, Loblay V, Zahed IUM, Ekambareshwar M, Poulsen A, Song YJC, Ospina-Pinillos L, Krausz M, Mamdouh Kamel M, Hickie IB, LaMonica HM. Cultural and Contextual Adaptation of Digital Health Interventions: Narrative Review. J Med Internet Res 2024; 26:e55130. [PMID: 38980719 PMCID: PMC11267096 DOI: 10.2196/55130] [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: 12/04/2023] [Revised: 05/12/2024] [Accepted: 05/21/2024] [Indexed: 07/10/2024] Open
Abstract
BACKGROUND Emerging evidence suggests that positive impacts can be generated when digital health interventions are designed to be responsive to the cultural and socioeconomic context of their intended audiences. OBJECTIVE This narrative review aims to synthesize the literature about the cultural adaptation of digital health interventions. It examines how concepts of culture and context feature in design and development processes, including the methods, models, and content of these interventions, with the aim of helping researchers to make informed decisions about how to approach cultural adaptation in digital health. METHODS Literature searches for this narrative review were conducted across 4 databases. Following full-text article screening by 2 authors, 16 studies of interventions predominantly focused on the self-management of health were selected based on their detailed focus on the process of cultural adaptation. Key considerations for cultural adaptation were identified and synthesized through a qualitative narrative approach, enabling an integrative and in-depth understanding of cultural adaptation. RESULTS The literature demonstrates varying approaches and levels of cultural adaptation across stages of intervention development, involving considerations such as the research ethos orienting researchers, the methodologies and models used, and the resultant content adaptations. In relation to the latter, culturally appropriate and accessible user interface design and translation can be seen as particularly important in shaping the level of adaptation. CONCLUSIONS Optimizing cultural adaptation involves linking culture with other contextual factors such as economic conditions and social systems to ensure accessibility and the sustained use of digital health interventions. Culturally humble approaches that use the involvement of a broad range of participants, experts, and other stakeholders are demonstrated to spark vital insights for content development, implementation, and evaluation.
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Affiliation(s)
- Aila Naderbagi
- Brain and Mind Centre, The University of Sydney, Sydney NSW, Australia
| | - Victoria Loblay
- Brain and Mind Centre, The University of Sydney, Sydney NSW, Australia
| | | | | | - Adam Poulsen
- Brain and Mind Centre, The University of Sydney, Sydney NSW, Australia
| | - Yun J C Song
- Brain and Mind Centre, The University of Sydney, Sydney NSW, Australia
| | - Laura Ospina-Pinillos
- Department of Psychiatry and Mental Health, Faculty of Medicine, Pontificia Universidad Javeriana, Bogota, Colombia
| | - Michael Krausz
- Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada
| | | | - Ian B Hickie
- Brain and Mind Centre, The University of Sydney, Sydney NSW, Australia
| | - Haley M LaMonica
- Brain and Mind Centre, The University of Sydney, Sydney NSW, Australia
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Groom LL, Schoenthaler AM, Mann DM, Brody AA. Construction of the Digital Health Equity-Focused Implementation Research Conceptual Model - Bridging the Divide Between Equity-focused Digital Health and Implementation Research. PLOS DIGITAL HEALTH 2024; 3:e0000509. [PMID: 38776354 PMCID: PMC11111026 DOI: 10.1371/journal.pdig.0000509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 04/10/2024] [Indexed: 05/24/2024]
Abstract
Digital health implementations and investments continue to expand. As the reliance on digital health increases, it is imperative to implement technologies with inclusive and accessible approaches. A conceptual model can be used to guide equity-focused digital health implementations to improve suitability and uptake in diverse populations. The objective of this study is expand an implementation model with recommendations on the equitable implementation of new digital health technologies. The Digital Health Equity-Focused Implementation Research (DH-EquIR) conceptual model was developed based on a rigorous review of digital health implementation and health equity literature. The Equity-Focused Implementation Research for Health Programs (EquIR) model was used as a starting point and merged with digital equity and digital health implementation models. Existing theoretical frameworks and models were appraised as well as individual equity-sensitive implementation studies. Patient and program-related concepts related to digital equity, digital health implementation, and assessment of social/digital determinants of health were included. Sixty-two articles were analyzed to inform the adaption of the EquIR model for digital health. These articles included digital health equity models and frameworks, digital health implementation models and frameworks, research articles, guidelines, and concept analyses. Concepts were organized into EquIR conceptual groupings, including population health status, planning the program, designing the program, implementing the program, and equity-focused implementation outcomes. The adapted DH-EquIR conceptual model diagram was created as well as detailed tables displaying related equity concepts, evidence gaps in source articles, and analysis of existing equity-related models and tools. The DH-EquIR model serves to guide digital health developers and implementation specialists to promote the inclusion of health-equity planning in every phase of implementation. In addition, it can assist researchers and product developers to avoid repeating the mistakes that have led to inequities in the implementation of digital health across populations.
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Affiliation(s)
- Lisa L. Groom
- Rory Meyers College of Nursing, New York University, New York, New York, United States of America
- Medical Center Information Technology Department of Health Informatics, New York University Langone Health, New York, New York, United States of America
| | - Antoinette M. Schoenthaler
- Institute for Excellence in Health Equity, New York University Langone Health, New York, New York, United States of America
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Devin M. Mann
- Medical Center Information Technology Department of Health Informatics, New York University Langone Health, New York, New York, United States of America
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Abraham A. Brody
- Rory Meyers College of Nursing, New York University, New York, New York, United States of America
- Division of Geriatric Medicine and Palliative Care, New York University Grossman School of Medicine, New York, New York, United States of America
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Hussain C, Podewils LJ, Wittmer N, Boyer A, Marin MC, Hanratty RL, Hasnain-Wynia R. Leveraging Ethnic Backgrounds to Improve Collection of Race, Ethnicity, and Language Data. J Healthc Qual 2024; 46:160-167. [PMID: 38387020 DOI: 10.1097/jhq.0000000000000425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2024]
Abstract
INTRODUCTION Healthcare disparities may be exacerbated by upstream incapacity to collect high-quality and accurate race, ethnicity, and language (REaL) data. There are opportunities to remedy these data barriers. We present the Denver Health (DH) REaL initiative, which was implemented in 2021. METHODS Denver Health is a large safety net health system. After assessing the state of REaL data at DH, we developed a standard script, implemented training, and adapted our electronic health record to collect this information starting with an individual's ethnic background followed by questions on race, ethnicity, and preferred language. We analyzed the data for completeness after REaL implementation. RESULTS A total of 207,490 patients who had at least one in-person registration encounter before and after the DH REaL implementation were included in our analysis. There was a significant decline in missing values for race (7.9%-0.5%, p < .001) and for ethnicity (7.6%-0.3%, p < .001) after implementation. Completely of language data also improved (3%-1.6%, p < .001). A year after our implementation, we knew over 99% of our cohort's self-identified race and ethnicity. CONCLUSIONS Our initiative significantly reduced missing data by successfully leveraging ethnic background as the starting point of our REaL data collection.
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Meade CD, Stanley NB, Arevalo M, Tyson DM, Chavarria EA, Aguado Loi CX, Rivera M, Gutierrez L, Abdulla R, Christy SM, Gwede CK. Transcreation matters: A learner centric participatory approach for adapting cancer prevention messages for Latinos. PATIENT EDUCATION AND COUNSELING 2023; 115:107888. [PMID: 37463555 DOI: 10.1016/j.pec.2023.107888] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 06/27/2023] [Accepted: 07/06/2023] [Indexed: 07/20/2023]
Abstract
BACKGROUND Advancing health equity requires innovative patient education approaches for adapting English-language evidence-based interventions (EBIs) to resonate with multicultural, multilingual audiences. OBJECTIVE Examine the benefit, functionality, and practical considerations of transcreation (translation + cultural adaptation) as a critical and salient learner-centric process for developing a Spanish-language intervention (photonovella + video): Un examen sencillo para un colon saludable (A simple test for a healthy colon). PATIENT/COMMUNITY INVOLVEMENT We involved patients/community members in a participatory reflective process, from problem identification to intervention design, development, delivery, and impact measurement. METHODS A community-based participatory research (CBPR) approach involving formative research plus systematic iterative pretesting and learner verification checks augmented by a community advisory board guided the transcreation processes. RESULTS Data collected using a learner-centric approach effectively produced a new Spanish-language EBI and substantiated the value of co-learner/co-design methods. Learner-centric methods identified cultural nuances that were treated as knowledge and integrated into the intervention materials and study design. Pilot testing of the intervention among Latinos receiving care at community clinics demonstrated improved initial colorectal cancer screening uptake, awareness, and perceived susceptibility. DISCUSSION Inherent in the transcreation process was learner involvement that informed essential modification and adaptation of the materials. The transcreation methods led to the development of a culturally salient intervention that maintained theoretical integrity and message intent as well as behavioral activation. Findings have broad implications for the creation and transfer of EBIs to new audiences for greater adoption, engagement, and 'reach' of interventions. PRACTICAL VALUE Transcreation aligns with a growing paradigm shift in health communication science that brings to light the beneficial effect that construction and application of cultural knowledge has on patient education toward health equity.
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Affiliation(s)
- Cathy D Meade
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, USA; Department of Oncological Sciences, University of South Florida, Tampa, USA; Department of Genitourinary Oncology, Moffitt Cancer Center, Tampa, USA.
| | - Nathanael B Stanley
- Office of Community Outreach, Engagement & Equity. Moffitt Cancer Center, Tampa, FL, USA
| | - Mariana Arevalo
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, USA; Office of Community Outreach, Engagement & Equity. Moffitt Cancer Center, Tampa, FL, USA
| | | | - Enmanuel A Chavarria
- Behavioral, Social, and Health Education Sciences Department, Emory University, Atlanta, GA, USA
| | - Claudia X Aguado Loi
- Department of Health Science and Human Performance, University of Tampa, Tampa, FL, USA
| | | | | | - Rania Abdulla
- NTRO Non-Therapeutic Research Office, Moffitt Cancer Center, Tampa, USA
| | - Shannon M Christy
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, USA; Department of Oncological Sciences, University of South Florida, Tampa, USA; Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, USA; Center for Immunization and Infection Research in Cancer, Moffitt Cancer Center, Tampa, USA
| | - Clement K Gwede
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, USA; Department of Oncological Sciences, University of South Florida, Tampa, USA; Department of Genitourinary Oncology, Moffitt Cancer Center, Tampa, USA; Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, USA
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McDonald CE, Voutier C, Govil D, D’Souza AN, Truong D, Abo S, Remedios LJ, Granger CL. Do health service waiting areas contribute to the health literacy of consumers? A scoping review. Health Promot Int 2023; 38:daad046. [PMID: 37440256 PMCID: PMC10340083 DOI: 10.1093/heapro/daad046] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/14/2023] Open
Abstract
Health service waiting areas commonly provide health information, resources and supports for consumers; however, the effect on health literacy and related outcomes remains unclear. This scoping review of the literature aimed to explore the use of waiting areas as a place to contribute to the health literacy and related outcomes of consumers attending health appointments. Articles were included if they focussed on health literacy or health literacy responsiveness (concept) in outpatient or primary care health service waiting areas (context) for adult consumers (population) and were published after 2010. Ten bibliographic databases, one full-text archive, dissertation repositories and web sources were searched. The search yielded 5095 records. After duplicate removal, 3942 title/abstract records were screened and 360 full-text records assessed. Data were charted into a standardized data extraction tool. A total of 116 unique articles (published empirical and grey literature) were included. Most articles were set in primary and community care (49%) waiting areas. A diverse range of health topics and resource types were available, but results demonstrated they were not always used by consumers. Outcomes measured in intervention studies were health knowledge, intentions and other psychological factors, self-reported and observed behaviours, clinical outcomes and health service utilization. Intervention studies overall demonstrated positive trends in health literacy-related outcomes, although the benefit declined after 3-6 months. Research on using waiting areas for health literacy purposes is increasing globally. Future research investigating the needs of consumers to inform optimal intervention design is needed.
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Affiliation(s)
- Cassie E McDonald
- Department of Physiotherapy, The University of Melbourne, Parkville, VIC 3010, Australia
- Allied Health - Physiotherapy, The Royal Melbourne Hospital, Parkville, VIC 3052, Australia
- Allied Health, Alfred Health, Melbourne, VIC 3004, Australia
| | - Catherine Voutier
- Health Sciences Library, The Royal Melbourne Hospital, Parkville, VIC 3052, Australia
| | - Dhruv Govil
- Department of Business Intelligence and Reporting, Bass Coast Health, Wonthaggi, VIC 3995, Australia
| | - Aruska N D’Souza
- Department of Physiotherapy, The University of Melbourne, Parkville, VIC 3010, Australia
- Allied Health - Physiotherapy, The Royal Melbourne Hospital, Parkville, VIC 3052, Australia
| | - Dominic Truong
- Department of Physiotherapy, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Shaza Abo
- Department of Physiotherapy, The University of Melbourne, Parkville, VIC 3010, Australia
- Allied Health - Physiotherapy, The Royal Melbourne Hospital, Parkville, VIC 3052, Australia
| | - Louisa J Remedios
- Department of Physiotherapy, The University of Melbourne, Parkville, VIC 3010, Australia
- Department of Physiotherapy, Federation University, Churchill, VIC 3842, Australia
| | - Catherine L Granger
- Department of Physiotherapy, The University of Melbourne, Parkville, VIC 3010, Australia
- Allied Health - Physiotherapy, The Royal Melbourne Hospital, Parkville, VIC 3052, Australia
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Vajravelu ME, Hitt TA, Mak N, Edwards A, Mitchell J, Schwartz L, Kelly A, Amaral S. Text Messages and Financial Incentives to Increase Physical Activity in Adolescents With Prediabetes and Type 2 Diabetes: Web-Based Group Interviews to Inform Intervention Design. JMIR Diabetes 2022; 7:e33082. [PMID: 35384850 PMCID: PMC9021947 DOI: 10.2196/33082] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Revised: 11/08/2021] [Accepted: 12/09/2021] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Physical activity is a major component of treatment for adolescents with obesity and prediabetes or type 2 diabetes; however, sedentary behavior remains pervasive. An SMS text message-based intervention paired with financial incentives may be an effective way to promote physical activity in this population. OBJECTIVE This study aims to obtain end-user feedback on SMS text message content and assess the acceptability of a planned SMS text messaging intervention with financial incentives to motivate youth with prediabetes or type 2 diabetes to increase physical activity. METHODS Adolescents with overweight or obesity and prediabetes or type 2 diabetes who attended a large academic pediatric endocrinology clinic were recruited to participate in group interviews (2-4/group) via videoconferencing. Participants were asked to share their thoughts on the use of SMS text messages and financial incentives to remind and motivate them to be more physically active. They rated and provided feedback on specific messages to be used in clinical trials. Participants were also asked about their personal experience with rewards to motivate behavior change and their anticipated reactions to rewards provided for goal attainment (gain-framing) versus those provided and then taken away if a goal was not met (loss-framing). The interviews were conducted by 2 trained interviewers and a note-taker. Content analysis was used to explore themes. RESULTS Group interviews were completed with 20 participants (11/20, 55% women; 15/20, 75% with type 2 diabetes; 5/20, 25% with prediabetes) with a mean age of 15 (SD 1; range 12-18) years and a mean BMI of 41 (SD 5) kg/m2 (all >95th percentile for age and sex). Most participants were non-Hispanic Black (14/20, 70%) and 10% (2/20) were Hispanics. Participants frequently cited near-continuous smartphone use and agreed that SMS text messages would serve as good reminders to be physically active, but the consensus about the need for short messages was strong. Favorable content included references to what they were likely to be doing when messages were sent (eg, homework or watching television) and messages that were upbeat or informative. Specific physical activity suggestions were rated favorably. Attitudes toward financial incentives varied, with differing opinions about whether loss-framed incentives would be motivating or discouraging. Many participants highlighted the role of intrinsic, rather than extrinsic, motivation in achieving and sustaining behavior change. CONCLUSIONS The engagement of adolescents with obesity and diabetes or prediabetes allowed for the refinement of SMS text messages for our planned intervention, with an emphasis on short, upbeat, relatable, and informative messages. Although an SMS text messaging intervention using financial incentives to motivate youth with prediabetes or type 2 diabetes to be more physically active is theoretically acceptable, the impact on actual activity levels in this population requires prospective evaluation in a clinical trial.
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Affiliation(s)
- Mary Ellen Vajravelu
- Division of Pediatric Endocrinology, Diabetes, and Metabolism, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Center for Pediatric Research in Obesity and Metabolism, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Talia Alyssa Hitt
- Division of Pediatric Endocrinology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - NaDea Mak
- Division of Endocrinology & Diabetes, The Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Aliya Edwards
- Division of Nephrology, The Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Jonathan Mitchell
- Division of Gastroenterology, Hepatology and Nutrition, The Children's Hospital of Philadelphia, Philadelphia, PA, United States
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Lisa Schwartz
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Center for Childhood Cancer Research, Division of Oncology, The Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Andrea Kelly
- Division of Endocrinology & Diabetes, The Children's Hospital of Philadelphia, Philadelphia, PA, United States
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Sandra Amaral
- Division of Nephrology, The Children's Hospital of Philadelphia, Philadelphia, PA, United States
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
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Muñoz AO, Camacho E, Torous J. Marketplace and Literature Review of Spanish Language Mental Health Apps. Front Digit Health 2021; 3:615366. [PMID: 34713093 PMCID: PMC8521936 DOI: 10.3389/fdgth.2021.615366] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 01/15/2021] [Indexed: 12/12/2022] Open
Abstract
Language differences between patients and providers remains a barrier to accessing health care, especially mental health services. One potential solution to reduce inequities for patients that speak different languages and improve their access to care is through the delivery of healthcare through mobile technology. Given that the Latinx community serves as the largest ethnic minority in the United States, this two-phased review examines Spanish app development, feasibility and efficacy. Phase 1 explored the commercial marketplace for apps available in Spanish, while phase 2 involved a literature review of published research centered around the creation, functions, and usability of these apps using the PubMed and Google Scholar electronic databases. Of the apps available on the database, only 14.5% of them had Spanish operability. The literature search uncovered 629 results, of which 12 research articles that tested or described 10 apps met the inclusion criteria. Of the 10 apps studied in this literature review, only four apps were translated to Spanish. Our study reveals that despite increasing interest in Spanish-language apps to address mental health, the commercial marketplace is not currently meeting the demand.
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Affiliation(s)
| | - Erica Camacho
- Beth Israel Deaconess Medical Center, Boston, MA, United States
| | - John Torous
- Harvard Medical School, Boston, MA, United States
- Beth Israel Deaconess Medical Center, Boston, MA, United States
- *Correspondence: John Torous
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