eHealth and mHealth Interventions for Ethnic Minority and Historically Underserved Populations in Developed Countries: an Umbrella Review

Adashi, E., Geiger, H., & Fine, M. (2010). Health care reform and primary cared - the growing importance of the community health center. The New England Journal of Medicine, 362(22), 2047–2050. https://doi.org/10.1056/NEJMp1003729. Anderson, M. (2015). Technology device ownership: 2015. Pew Research Center. Retrieved from https://www.pewinternet.org/2015/10/29/technology-device-ownership-2015/[Online Resource]. *Anderson-Lewis, C., Darville, G., Mercado, R., Howell, S., & Di Maggio, S. (2018). mHealth technology use and implications in historically underserved and minority populations in the United States: systematic literature review. JMIR mHealth and uHealth, 6(6), 2047–2050. https://doi.org/10.2196/mhealth.8383. Arak, P. & Wójcik, A. (2017). Transforming eHealth into a political and economic advantage, Polityka Insight, Warszawa. Retrieved from https://ec.europa.eu/digital-single-market/en/news/transforming-ehealth-political-and-economic-advantage [Online_Resource]. Aranda-Jan, C., Mohutsiwa-Dibe, N., & Loukanova, S. (2014). Systematic review on what works, what does not work and why of implementation of mobile health (mHealth) projects in Africa. BMC Public Health, 14(188). https://doi.org/10.1186/1471-2458-14-188. Aromataris, E., Fernandez, R., Godfrey, C. M., Holly, C., Khalil, H., & Tungpunkom, P. (2015). Summarizing systematic reviews: methodological development, conduct and reporting of an umbrella review approach. International Journal of Evidence-Based Healthcare, 13, 132–140. Aromataris, E., Fernandez, R., Godfrey, C.M., Holly, C., Khalil, H., & Tungpunkom, P. (2017). Chapter 10: Umbrella reviews. In E. Aromataris & Z. Munn (Eds.), Joanna Briggs Institute Reviewer’s Manual. Retrieved from https://reviewersmanual.joannabriggs.org/ [Online_Resource]. *Baptist, A. P., Islam, N., & Joseph, C. L. (2016). Technology-based interventions for asthma - can they help decrease health disparities? Journal of Allergy and Clinical Immunology: In Practice, 4(6), 1135–1142. https://doi.org/10.2196/jmir.2925. Bellet, C., & Frijters, P. (2019). Big data and well-being. In Helliwell, J., Layard, R., & Sachs, J. World Happiness Report. Retrieved from https://worldhappiness.report/ed/2019/big-data-and-well-being/ [Online_Resource]. Bennett, G. G., Warner, E. T., Glasgow, R. E., Askew, S., Goldman, J., Ritzowoller, D. P., Emmons, K. M., Rosner, B. A., & Colditz, G. A. (2012). Obesity treatment for socioeconomically disadvantaged patients in primary care practice. Archives of Internal Medicine, 172(7), 565–574. *Bennett, G. G., Steinberg, D., Stoute, C., Lanpher, M., Lane, I., Askew, S., Foley, P., & Baskin, M. (2014). Electronic health (eHealth) interventions for weight management among racial/ethnic minority adults: a systematic review. Obesity Reviews: An official Journal of the International Association for the Study of obesity, 15(4), 146–158. Bharmal, N, Derose, K.P., Felician, M., & Weden, M.M. (2015). Understanding the Upstream Social Determinants of Health. Santa Monica, CA: RAND Health. Retrieved fromhttps://www.rand.org/content/dam/rand/pubs/working_papers/WR1000/WR1096/RAND_WR1096.pdf [Online_Resouce]. Blumberg, S.J., & Luke, J.V. (2014). Wireless substitution: early release of estimates from the National Health Interview Survey, January–June 2018. Retrieved from https://www.cdc.gov/nchs/data/nhis/earlyrelease/wireless201812.pdf. [Online_Resource]. Bonevski, B., Randell, M., Paul, C., Chapman, K., Twyman, L., Bryant, J., Brozek, I., & Hughes, C. (2014). Reaching the hard-to-reach: a systematic review of strategies for improving health and medical research with socially disadvantaged groups. BMC Biomedical Research Methodology, 14, 1–29. https://doi.org/10.1186/1471-2288-14-42. Chigona, W., Nyemba, M., & Metfula, A. (2012). A review on mHealth research in developing countries. The Journal of Community Informatics. Retrieved from http://ci-journal.net/index.php/ciej/article/view/941 [Online_Resource]. Chou, W. S., Prestin, A., Lyons, C., & Wen, K. (2013). Web 2.0 for health promotion: reviewing the current evidence. American Journal of Public Health, 103(1), 9–18. https://doi.org/10.2105/AJPH.2012.301071. CIA (2007). International Organizations and Groups. World Factbook. Retrieved from https://www.cia.gov/library/publications/the-world-factbook/appendix/appendix-b.html [Online_Resource]. Cotter, A. P., Duran, T. N., Agne, A. A., & Cherrington, A. L. (2014). Internet interventions to support lifestyle modification for diabetes management: a systematic review of the evidence. Journal of Diabetes and its Complications, 28(2), 243–251. Dahn, B., Woldemariam, A. T., Perry, H., Maeda, A., von Glahn, D., Panjabi, R., Merchant, N., Vosburg, K., Palazuelos, D., Lu, C., Simon, J., & Pfaffmann, J. (2015). Strengthening Primary Health through Community Health Workers: Investment Case and Financing Recommendations, Report of the United Nations Secretary General’s Special Envoy for Financing the Health MDG and for Malaria. Retrieved from: https://www.who.int/hrh/news/2015/CHW-Financing-FINAL-July-15-2015.pdf?ua=1 [Online_Resource]. Ellard-Gray, A., Jeffrey, N. K., Choubak, M., & Crann, S.E. (2015). Finding the hidden participant: solutions for recruiting hidden, hard-to-reach, and vulnerable populations. International Journal of Qualitative Methods, 1–10. Evans, W. D., Wallace, J. L., & Snider, J. (2012). Pilot evaluation of the text4baby mobile health program. BMC Public Health, 12, e1031. https://doi.org/10.1186/1471-2458-12-1031. Eyles, H., Jull, A., Dobson, R., Firestone, R., Whittaker, R., Te Morenga, L., Goodwin, D., & Ni Mhurchu, C. (2016). Co-design of mHealth delivered interventions: a systematic review to assess key methods and processes. Current Nutrition Reports, 5(3), 160–167. Eysenbach, G. (2001). What is e-health? Journal of Medical Internet Research, 3(2), e20. https://doi.org/10.2196/jmir.3.2.e20. Freimuth, V. S., & Quinn, S. C. (2004). The contributions of health communication to eliminating health disparities. American Journal of Public Health, 94(12), 2053–2055. Germanakos P., Mourlas C., & Samaras G. (2005) A mobile agent approach for ubiquitous and personalized eHealth information systems; Proceedings of the Workshop on ‘Personalization for e-Health’ of the 10th International Conference on User Modeling (UM’ 05). Retrieved form http://cgi.csc.liv.ac.uk/~floriana/UM05-eHealth/UM05-W6.pdf [Online_Resource]. Guendelman, S., Meade, K., Benson, M., Chen, Y. Q., & Samuel, S. (2002). Improving asthma outcomes and self-management behaviors of inner-city children: a randomized trial of the health buddy interactive device and an asthma diary. Archives of Pediatrics & Adolescent Medicine, 156, 114–120. Guilcher, S. J. T., Bereket, T., Voth, J., Haroun, V. A., & Jaglal, S. B. (2013). Spanning boundaries into remote communities: an exploration of experiences with telehealth chronic disease self-management programs in rural northern Ontario, Canada. Telemedicine Journal and E-Health: the official journal of the American Telemedicine Association, 19(12), 904–909. *Heitkemper, E. M., Mamykina, L., Travers, J., & Smaldone, A. (2017). Do health information technology self-management interventions improve glycaemic control in medically underserved adults with diabetes? A systematic review and meta-analysis. Journal of the American Medical Informatics Association: JAMIA, 24(5), 1024–1035. Helliwell, J. F., Huang, H., & Wang, S. (2019). World Happiness Report 2019. Sustainable Development Solutions Network. Retrieved from https://worldhappiness.report/ed/2019/changing-world-happiness/ [online _Resource]. Hoffman, A. (2019). Building on the inherent strengths of green space environments: promoting trust, democracy, and resilience among ethnically diverse groups. Journal of Prevention & Intervention in the Community, 21, 1–15. https://doi.org/10.1080/10852352.2019.1625600. Hollis, J. F., Gullion, C. M., Stevens, V. J., Brantley, P. J., Appel, L. J., Ard, J. D., Champange, C. M., Dalcin, A., Erlinger, T. P., Funk, K., Laferriere, D., Lin, P. H., Loria, C. M., Samuel-Hodge, C., Vollmer, W. M., & Svetkey, L. P. (2008). Weight loss during the intensive intervention phase of the weight-loss maintenance trial. American Journal of Preventive Medicine, 35, 118–126. Holzer, J. K., Ellis, L., & Merritt, M. W. (2014). Why we need community engagement in medical research. Journal of Investigative Medicine, 62, 851–855. Horowitz, C. R., Robinson, M., & Seifer, S. (2009). Community-based participatory research from the margin to the mainstream: are researchers prepared? Circulation, 119(19), 2633–2642. Huxley, C. J., Atherton, H., Watkins, J. A., & Griffiths, F. (2015). Digital communication between clinician and patient and the impact on marginalised groups: a realist review in general practice. The British Journal of General Practice: The Journal off the Royal College of General Practitioners, 65(641), e813–e821. https://doi.org/10.3399/bjgp15X687853. Ioannidis, J. P. A. (2009). Integration of evidence from multiple meta-analyses: a primer on umbrella reviews, treatment networks and multiple treatments meta-analyses. Canadian Medical Association Journal, 181, 488–493. Jernigan, V. B. B., & Lorig, K. (2011). The internet diabetes self-management workshop for American Indians and Alaska natives. Health Promotion Practice, 12(2), 261–270. Kemm, J. (2006). The limitations of ‘evidence-based’ public health. Journal of Evaluation in Clinical Practice, 12(3), 319–324. Khan, S., Lovell, K., Lunat, F., Masood, Y., Shah, S., Tomenson, B., & Husain, N. (2019). Culturally-adapted cognitive behavioural therapy based intervention for maternal depression: a mixed-methods feasibility study. BMC Women’s Health, 19(1), e21. https://doi.org/10.1186/s12905-019-0712-7. Kohlhuber, M., Mielck, A., Weiland, S. K., & Bolte, G. (2006). Social inequality in perceived environmental exposures in relation to housing conditions in Germany. Environmental Research, 101(2), 245–255. Kontos, E., Blake, K. D., Chou, W. S., & Prestin, A. (2014). Predictors of eHealth usage: insights on the digital divide from the Health Information National Trends Survey. Journal of Medical Internet Research, 16(7), e172. https://doi.org/10.2196/jmir.3117. Koutras, C., Bitsaki, M., Koutras, G., Nikolaou, C., & Heep, H. (2015). Socioeconomic impact of e-health services in major joint replacement: a scoping review. Technology and Health Care, 23(6), 809–817. Lagisetty, P. A., Priyadarshini, S., Terrell, S., Hamati, M., Landgraf, J., Chopra, V., & Heisler, M. (2017). Culturally targeted strategies for diabetes prevention in minority populations: a systematic review and framework. The Diabetes Educator, 43, 54–77. Larson, J. S. (1999). The conceptualization of health. Medical Care Research and Review, 56(2), 123–136. Layard, R., Clark, A., & Senik, C. (2012). World Happiness REPORT 2012. In World Happiness Report 2013, edited by John Helliwell, Richard Layard, and Jeffrey Sachs. Retrieved from: https://s3.amazonaws.com/happiness-report/2012/World_Happiness_Report_2012.pdf [Online_Resource] (Accessed 01/09/2019). Mackenbach, J. P. (2012). The persistence of health inequalities in modern welfare states: the explanation of a paradox. Social Science and Medicine, 75, 761–769. Marcolino, S. M., Oliveira, J. A. Q., D’Agostino, M., Rineiro, A. L., Alkmin, M. B. M., & Novillo-Ortiz, D. (2018). The impact of mHealth interventions: Systematic review of systematic reviews. JMIR mHealth and uHealth, 6, e23. https://doi.org/10.2196/mhealth.8873. Mason, S., Hussain-Gambles, M., Leese, B., Atkin, K., & Brown, J. (2003). Representation of South Asian people in randomised clinical trials: analysis of trials’ data. BMJ (Clinical Research ed.), 326, e1244. https://doi.org/10.1136/bmj.326.7401.1244. Masood, Y., Bower, P., Waheed, M. W., Brown, G., & Waheed, W. (2019). Synthesis of researcher reported strategies to recruit adults of ethnic minorities to clinical trials in the United Kingdom: a systematic review. Contemporary Clinical Trials, 78, 1–10. https://doi.org/10.1016/j.cct.2019.01.004. Mendoza-Vasconez, A. S., Linke, S., Muñoz, M., Pekmezi, D., Ainsworth, C., Cano, M., Pkmezi, D., Ainsworth, C., Cano, M., Williams, V., Marcus, B. H., & Larsen, B. A. (2016). Promoting physical activity among underserved populations. Current Sports Medicine Reports, 15, 290–297. Montague, E., & Perchonok, J. (2012). Health and wellness technology use by historically underserved health consumers: systematic review. Journal of Medical Internet Research, 14(3), e78. https://doi.org/10.2196/jmir.2095. Munn, Z., Tufanaru, C., & Aromataris, E. (2014). JBI’s systematic reviews: data extraction and synthesis. The American Journal of Nursing, 114, 49–54. NHS Health Scotland (2016). Health inequalities - what are they and how do we reduce them? Retrieved from: http://www.healthscotland.scot/media/1086/health-inequalities-what-are-they-how-do-we-reduce-them-mar16.pdf [Online_Resource]. Phelan, J. C., Link, B. G., & Tehranifar, P. (2010). Social conditions as fundamental causes of health inequalities: theory, evidence, and policy implications. Journal of Health and Social Behaviour, 51, S28–S40. https://doi.org/10.1177/0022146510383498. Popay, J., Roberts, H., Sowden, A., Petticrew, M., Arai, L., Rodgers, M., Britten, N., Roen, K., & Duffy, S., (2006). Guidance on the conduct of narrative synthesis in systematic reviews. A product from the ESRC methods programme. Version 1. ESRC. Retrieved: https://www.lancaster.ac.uk/shm/research/nssr/research/dissemination/publications/NS_Synthesis_Guidance_v1.pdf [Online_Resource]. Popay, J., Whitehead, M., Carr-Hill, R., Dibben, C., Dixon, P., Halliday, E., Nazroo, J., Pearl, E., Povall, S., Srafford, M., Turner, J., & Walthery, P. (2015). The impact on health inequalities of approaches to community engagement in the new deal for communities regeneration initiative: a mixed-methods evaluation. Public Health Research, 3(12), 167. https://doi.org/10.3310/phr03120. Popkin, B. M., Duffey, K., & Gordon-Larsen, P. (2005). Environmental influences on food choice, physical activity and energy balance. Physiology & Behaviour, 86(5), 603–613. Price Waterhouse Coopers (2013). Socio-economic impact of mHealth: an assessment report for the European Union. Retrieved from https://www.gsma.com/iot/wp-content/uploads/2013/06/Socio-economic_impact-of-mHealth_EU_14062013V2.pdf [Online_Resource]. Roosa, M., Liu, F., Torres, M., Gonzales, N., Knight, G., & Saenz, D. (2008). Sampling and recruitment in studies of cultural influences on adjustment: a case study with Mexican Americans. Journal of Family Psychology, 22, 293–302. *Ruggiano, N., Brown, E., Li, J., & Scaccianoce, M. (2018). Rural caregivers and technology: what is the evidence? Research in Gerontological Nursing, 11, 216–224. Schueller, S. M., Hunter, J. F., Figueroa, C. A., & Aguilera, A. (2019). Use of digital mental health for marginalized and underserved populations. Current Treatment Options in Psychiatry, 6, 243–255. Shea, B. J., Reeves, B. C., Wells, G., Thuku, M., Hamel, C., Moran, J., Moher, D., Tugwell, P., Welch, V., Kristjansson, R., & Henry, D. A. (2017). AMSTAR 2: a critical appraisal tool for systematic reviews that include randomised or non-randomised studies of healthcare interventions, or both. BMJ (Clinical Research Ed.), 358, j4008. https://doi.org/10.1136/bmj.j4008. *Sinclair, C. (2015). Effectiveness and user acceptance of online chronic disease management interventions in rural and remote setting: systematic review and narrative synthesis. Clinical Medicine Insights: Therapeutics, 7(7), 43–52. Srinivasan, S., O’Fallon, L. R., & Dearry, A. (2003). Creating healthy communities, healthy homes, healthy people: initiating a research agenda on the built environment and public health. American Journal of Public Health, 93, 1446–1450. Stiglitz, J.E., Sen, A., Fitoussi, J.P. (2009). Report by the commission on the measurement of economic performance and social progress. Retrieved from https://ec.europa.eu/eurostat/documents/118025/118123/Fitoussi+Commission+report [Online_Resource]. (Accessed 01/08/2019). Waheed, W., Hughes-Morley, A., Woodham, A., Allen, G., & Bower, P. (2015). Overcoming barriers to recruiting ethnic minorities to mental health research: a typology of recruitment strategies. BMC Psychiatry, 15, 101–112. Walsh, D. M. J., Moran, K., Cornelissen, V., Buys, R., Claes, J., Zampognaro, P., Melillo, F., Maglaveras, N., Chouvarda, I., Triantafullidis, A., Filos, D., & Woods, C. B. (2019). The development and codesign of the PATHway intervention: a theory-driven eHealth platform for the self-management of cardiovascular disease. Translational Behavioural Medicine, 9(1), 76–98. Weinert, C., & Hill, W. G. (2005). Rural women with chronic illness: Computer use and skill acquisition. Womens Health Issues, 15(5), 230–236. World Health Organization (2012a). Management of Patient Information: Based on the Findings of the Second Global Survey on eHealth, Global observatory for eHealth Series, volume 6. Retrieved from: https://www.who.int/goe/publications/ehealth_series_vol6/en/ [Online Resource], World Health Organization (2012b). Health Impact Assessment (HIA) – Glossary of terms used. Retrieved from: http://www.who.int/hia/about/glos/en/index1.html [Online_Resource]. Yardley, L., Morrison, L., Bradbury, K., & Muller, I. (2015). The person-based approach to intervention development: application to digital health-related behavior change interventions. Journal of Medical Internet Research, 17(1), e30. https://doi.org/10.2196/jmir.4055.