Implementation factors and their effect on e-Health service adoption in rural communities: a systematic literature review
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BACKGROUND: An ageing population is seen as a threat to the quality of life and health in rural communities, and it is often assumed that e-Health services can address this issue. As successful e-Health implementation in organizations has proven difficult, this systematic literature review considers whether this is so for rural communities. This review identifies the critical implementation factors and, following the change model of Pettigrew and Whipp, classifies them in terms of "context", "process", and "content". Through this lens, we analyze the empirical findings found in the literature to address the question: How do context, process, and content factors of e-Health implementation influence its adoption in rural communities? METHODS: We conducted a systematic literature review. This review included papers that met six inclusion and exclusion criteria and had sufficient methodological quality. Findings were categorized in a classification matrix to identify promoting and restraining implementation factors and to explore whether any interactions between context, process, and content affect adoption. RESULTS: Of the 5,896 abstracts initially identified, only 51 papers met all our criteria and were included in the review. We distinguished five different perspectives on rural e-Health implementation in these papers. Further, we list the context, process, and content implementation factors found to either promote or restrain rural e-Health adoption. Many implementation factors appear repeatedly, but there are also some contradictory results. Based on a further analysis of the papers' findings, we argue that interaction effects between context, process, and content elements of change may explain these contradictory results. More specifically, three themes that appear crucial in e-Health implementation in rural communities surfaced: the dual effects of geographical isolation, the targeting of underprivileged groups, and the changes in ownership required for sustainable e-Health adoption. CONCLUSIONS: Rural e-Health implementation is an emerging, rapidly developing, field. Too often, e-Health adoption fails due to underestimating implementation factors and their interactions. We argue that rural e-Health implementation only leads to sustainable adoption (i.e. it "sticks") when the implementation carefully considers and aligns the e-Health content (the "clicks"), the pre-existing structures in the context (the "bricks"), and the interventions in the implementation process (the "tricks").
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Barriers reported as separate entities are likely to interact with one another and cannot be considered in isolation.
“Despite many of the barriers being reported as separate entities in the identified reviews, they are likely to interact with one another and each cannot be considered in isolation [28, 32, 47, 94].”
From Achieving change in primary care—causes of the evidence to practice gap: systematic reviews of reviews (2015) · cites this paper as [94]
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Cites
Field Theory in Social Science
French, R. L., Lewin, K., & Cartwright, D. (1953) · The American Journal of Psychology · doi:10.2307/1418749 · Cited by 5,192 · see citing works
Systematic reviews in the social sciences: a practical guide
(2006) · Choice Reviews Online · doi:10.5860/choice.43-5664 · Cited by 4,074 · see citing works
Realist review - a new method of systematic review designed for complex policy interventions
Pawson, R., Greenhalgh, T., Harvey, G., & Walshe, K. (2005) · Journal of Health Services Research & Policy · doi:10.1258/1355819054308530 · Cited by 3,190 · see citing works
Digital divide: civic engagement, information poverty, and the Internet worldwide
Tefft, S. (2002) · Choice Reviews Online · doi:10.5860/choice.40-1165 · Cited by 2,940 · see citing works
Digital Divide: Civic Engagement, Information Poverty, and the Internet Worldwide
Norris, P. (2001) · doi:10.1017/cbo9781139164887 · Cited by 2,921 · see citing works
Constitution of the World Health Organization
(1946) · American Journal of Public Health and the Nations Health · doi:10.2105/ajph.36.11.1315 · Cited by 2,527 · see citing works
Eysenbach, G. (2001) · Journal of Medical Internet Research · doi:10.2196/jmir.3.2.e20 · Cited by 2,449 · see citing works
Field Theory in Social Science
Eysenck, H. J., & Lewin, K. (1952) · British Journal of Sociology · doi:10.2307/586914 · Cited by 2,308 · see citing works
Welcome to Implementation Science
Eccles, M. P., & Mittman, B. S. (2006) · Implementation Science · doi:10.1186/1748-5908-1-1 · Cited by 2,254 · see citing works
Thomas, B. H., Ciliska, D., Dobbins, M., & Micucci, S. (2004) · Worldviews on Evidence-Based Nursing · doi:10.1111/j.1524-475x.2004.04006.x · Cited by 2,118 · see citing works
Standard Quality Assessment Criteria for Evaluating Primary Research Papers from a Variety of Fields
Kmet, L. M., Cook, L. S., & Lee, R. C. (2004) · University of Alberta Library · doi:10.7939/r37m04f16 · Cited by 1,682 · see citing works
CONTEXT AND ACTION IN THE TRANSFORMATION OF THE FIRM
Pettigrew, A. (1987) · Journal of Management Studies · doi:10.1111/j.1467-6486.1987.tb00467.x · Cited by 1,600 · see citing works
What is a processual analysis?
Pettigrew, A. (1997) · Scandinavian Journal of Management · doi:10.1016/s0956-5221(97)00020-1 · Cited by 1,411 · see citing works
Building on Values: The Future of Health Care in Canada
Wynne, M., & Armstrong, W. S. (2005) · Cited by 1,027 · see citing works
What Is eHealth (3): A Systematic Review of Published Definitions
Oh, H., Jadad, A., Rizo, C., Enkin, M., Powell, J., & Pagliari, C. (2005) · Journal of Medical Internet Research · doi:10.2196/jmir.7.1.e1 · Cited by 1,015 · see citing works
Managing Change for Competitive Success
Jelinek, M., Pettigrew, A., & Whipp, R. (1993) · Academy of Management Review · doi:10.2307/258910 · Cited by 957 · see citing works
Harrison, M. I., Koppel, R., & Bar-Lev, S. (2007) · Journal of the American Medical Informatics Association · doi:10.1197/jamia.m2384 · Cited by 691 · see citing works
Managing change for competitive success
Jönsson, S. (1992) · Scandinavian Journal of Management · doi:10.1016/0956-5221(92)90007-2 · Cited by 529 · see citing works
Building on Values: Report of the Commission on the Future of Health Care in Canada [Reports]
Romanow, R. J. (2002) · Cited by 427 · see citing works
Rural Futures: The Consumption Countryside and its Regulation
Marsden, T. (1999) · Sociologia Ruralis · doi:10.1111/1467-9523.00121 · Cited by 340 · see citing works
The Bridging and Bonding Role of Online Communities
Norris, P. (2002) · Harvard International Journal of Press/Politics · doi:10.1177/1081180x0200700301 · Cited by 280 · see citing works
Closing the rural broadband gap: Promoting adoption of the Internet in rural America
LaRose, R., Gregg, J. L., Strover, S., Straubhaar, J. D., & Carpenter, S. (2007) · Telecommunications Policy · doi:10.1016/j.telpol.2007.04.004 · Cited by 275 · see citing works
(2004) · UCL Discovery (University College London) · Cited by 246 · see citing works
Evaluating Shared Access: social equality and the circulation of mobile phones in rural Uganda
Burrell, J. (2010) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2010.01518.x · Cited by 220 · see citing works
Gagnon, M., Duplantie, J., Fortin, J., & Landry, R. (2006) · Implementation Science · doi:10.1186/1748-5908-1-18 · Cited by 209 · see citing works
Shaping strategic change ‐ The case of the NHS in the 1980s
Pettigrew, A., Ferlie, E. B., & McKee, L. (1992) · Public Money & Management · doi:10.1080/09540969209387719 · Cited by 165 · see citing works
Progressive Patronage? Municipalities, NGOs, CBOs and the Limits to Slum Dwellers’ Empowerment
de Wit, J., & Berner, E. (2009) · Development and Change · doi:10.1111/j.1467-7660.2009.01589.x · Cited by 159 · see citing works
Health Spending Projections Through 2016: Modest Changes Obscure Part D's Impact
Poisal, J. A., Truffer, C. J., Smith, S. D., Sisko, A. M., Cowan, C. A., Keehan, S. P., Dickensheets, B. A., & the National Health Expenditure Accounts Projections Team (2007) · Health Affairs · doi:10.1377/hlthaff.26.2.w242 · Cited by 153 · see citing works
Aminuzzaman, S. M., Baldersheim, H., & Jamil, I. (2003) · Contemporary South Asia · doi:10.1080/0958493032000175879 · Cited by 139 · see citing works
Creating demand: influencing information technology diffusion in rural communities
Hollifield, C. A., & Donnermeyer, J. F. (2003) · Government Information Quarterly · doi:10.1016/s0740-624x(03)00035-2 · Cited by 126 · see citing works
Can information and communication technologies be pro-poor?
Forestier, E., Grace, J., & Kenny, C. J. (2002) · Telecommunications Policy · doi:10.1016/s0308-5961(02)00061-7 · Cited by 126 · see citing works
On the emancipatory role of rural information systems
Kanungo, S. (2004) · Information Technology and People · doi:10.1108/09593840410570267 · Cited by 119 · see citing works
The impact of rural broadband development: Lessons from a natural field experiment
LaRose, R., Strover, S., Gregg, J. L., & Straubhaar, J. D. (2010) · Government Information Quarterly · doi:10.1016/j.giq.2009.12.013 · Cited by 118 · see citing works
Kumar, R., & Best, M. L. (2007) · The Journal of Community Informatics · doi:10.15353/joci.v2i3.2071 · Cited by 107 · see citing works
“I Try to Take Care of It Myself.” How Rural Women Search for Health Information
Wathen, C. N., & Harris, R. M. (2007) · Qualitative Health Research · doi:10.1177/1049732307301236 · Cited by 107 · see citing works
Civic Culture Meets the Digital Divide: The Role of Community Electronic Networks
Borgida, E., Sullivan, J. L., Oxendine, A. R., Jackson, M., Riedel, E., & Gangl, A. (2002) · Journal of Social Issues · doi:10.1111/1540-4560.00252 · Cited by 100 · see citing works
Electronic Government and the Rural Poor: The Case of Gyandoot
Cecchini, S., & Raina, M. (2004) · Information Technologies and International Development · doi:10.1162/1544752044193434 · Cited by 96 · see citing works
To use or not to use: Clinicians' perceptions of telemental health.
Simms, D. C., Gibson, K. L., & O’Donnell, S. (2011) · Canadian Psychology/Psychologie canadienne · doi:10.1037/a0022275 · Cited by 95 · see citing works
The Network in the Garden: Designing Social Media for Rural Life
Gilbert, É., Karahalios, K. G., & Sandvig, C. (2010) · American Behavioral Scientist · doi:10.1177/0002764210361690 · Cited by 93 · see citing works
The ambient assisted living joint programme
Vodjdani, N. (2008) · Electronics System-Integration Technology Conference (ESTC) · doi:10.1109/estc.2008.4684311 · Cited by 90 · see citing works
Stetler, C. B., Ritchie, J. A., Rycroft‐Malone, J., Schultz, A. A., & Charns, M. P. (2007) · Implementation Science · doi:10.1186/1748-5908-2-3 · Cited by 84 · see citing works
Studying the Organisation and Delivery of Health Services
Blackman, T. (2002) · Dialnet (Universidad de la Rioja) · Cited by 84 · see citing works
Do Rural Residents Really Use the Internet to Build Social Capital? An Empirical Investigation
Stern, M. J., & Adams, A. E. (2010) · American Behavioral Scientist · doi:10.1177/0002764210361692 · Cited by 84 · see citing works
Shaping Strategic Change: Making Change in Large Organisations, the Case of the NHS
Pettigrew, A., Ferlie, E. B., & McKee, M. (1992) · Cited by 83 · see citing works
Community Participation, Social Ties, and Use of the Internet
Stern, M. J., & Dillman, D. A. (2006) · City and Community · doi:10.1111/j.1540-6040.2006.00191.x · Cited by 82 · see citing works
Sustainable Rural Telehealth Innovation: A Public Health Case Study
Singh, R. K., Mathiassen, L., Stachura, M. E., & Astapova, E. V. (2010) · Health Services Research · doi:10.1111/j.1475-6773.2010.01116.x · Cited by 82 · see citing works
Using mobile phones to promote lifelong learning among rural women in Southern India
Balasubramanian, K., Thamizoli, P., Umar, A., & Kanwar, A. S. (2010) · Distance Education · doi:10.1080/01587919.2010.502555 · Cited by 76 · see citing works
Shepherd, L., Goldstein, D., Whitford, H. S., Thewes, B., Brummell, V., & Hicks, M. (2006) · Journal of Pain and Symptom Management · doi:10.1016/j.jpainsymman.2006.05.018 · Cited by 75 · see citing works
Perceptions of the role of ICT on quality of life in rural communities in Uganda
Kivunike, F. N., Ekenberg, L., Danielson, M., & Tusubira, F. F. (2011) · Information Technology for Development · doi:10.1080/02681102.2010.511698 · Cited by 74 · see citing works
Women's Experience of Telehealth Cancer Genetic Counseling
Zilliacus, E. M., Meiser, B., Lobb, E. A., Kirk, J., Warwick, L., & Tucker, K. (2010) · Journal of Genetic Counseling · doi:10.1007/s10897-010-9301-5 · Cited by 73 · see citing works
Who goes online? Evidence of internet use patterns from rural Greece
Michailidis, A., Partalidou, M., Nastis, S. A., Papadaki-Klavdianou, A., & Charatsari, C. (2011) · Telecommunications Policy · doi:10.1016/j.telpol.2011.02.006 · Cited by 69 · see citing works
Shaw, B. R., DuBenske, L. L., Han, J. Y., Cofta-Woerpel, L. M., Bush, N. E., Gustafson, D. H., & Mctavish, F. M. (2008) · Journal of Health Communication · doi:10.1080/10810730802063546 · Cited by 68 · see citing works
Conversations on telemental health: listening to remote and rural First Nations communities
Gibson, K. L., Coulson, H., Miles, R., Kakekakekung, C., Daniels, E., & O’Donnell, S. (2011) · Rural and Remote Health · doi:10.22605/rrh1656 · Cited by 67 · see citing works
How to Appraise the Studies: An Introduction to Assessing Study Quality
Petticrew, M. P., & Roberts, H. M. (2006) · Wiley eBooks · doi:10.1002/9780470754887.ch5 · Cited by 65 · see citing works
Shaping Strategic Change: Making Change in Large Organizations
Allen, B. L., & Currie, G. (2011) · Journal of Health Services Research & Policy · doi:10.1258/jhsrp.2011.010184 · Cited by 65 · see citing works
Watanabe, M., Jennett, P., & Watson, M. M. (1999) · Journal of Telemedicine and Telecare · doi:10.1258/1357633991933477 · Cited by 55 · see citing works
Improving the prospects for sustainable ICT projects in the developing world
Hosman, L., & Fife, E. (2008) · International Journal of Media and Cultural Politics · doi:10.1386/macp.4.1.51_1 · Cited by 53 · see citing works
Collaborative environments for the learning of design: a model and a case study in Domotics
Bravo, C., Redondo, M. Á., Ortega, M., & Verdejo, F. (2004) · Computers & Education · doi:10.1016/j.compedu.2004.07.009 · Cited by 53 · see citing works
The Future of Europe's Rural Peripheries
(2017) · Routledge eBooks · doi:10.4324/9781351146647 · Cited by 53 · see citing works
Boonstra, A., & Offenbeek, V. M. (2010) · Information Systems Journal · doi:10.1111/j.1365-2575.2010.00358.x · Cited by 50 · see citing works
Self-citationThe Consequences of Personal Networks for Internet Use in Rural Areas
Boase, J. (2010) · American Behavioral Scientist · doi:10.1177/0002764210361681 · Cited by 48 · see citing works
European Industrial Restructuring in the 1990s
Cool, K. O., Neven, D., & Walter, I. (1992) · Palgrave Macmillan UK eBooks · doi:10.1007/978-1-349-12582-1 · Cited by 46 · see citing works
Stern, M. J. (2008) · Information Communication & Society · doi:10.1080/13691180802126778 · Cited by 46 · see citing works
Managing Change and Corporate Performance
Pettigrew, A., & Whipp, R. (1992) · Palgrave Macmillan UK eBooks · doi:10.1007/978-1-349-12582-1_9 · Cited by 45 · see citing works
The Telehealth Divide: Disparities in Searching Public Health Information Online
Schmeida, M., & McNeal, R. S. (2007) · Journal of Health Care for the Poor and Underserved · doi:10.1353/hpu.2007.0068 · Cited by 39 · see citing works
OECD (2009) · Society at a glance · doi:10.1787/soc_glance-2008-en · Cited by 39 · see citing works
McQuaid, R. W., Lindsay, C., & Greig, M. (2004) · Information Communication & Society · doi:10.1080/1369118042000284605 · Cited by 39 · see citing works
Telemedicine in Nova Scotia: Report of a Pilot Study
REID, D. S., WEAVER, L. E., SARGEANT, J. M., ALLEN, M. J. M., Mason, W., Klotz, P., & Langille, D. B. (1998) · Telemedicine Journal · doi:10.1089/tmj.1.1998.4.249 · Cited by 38 · see citing works
ICT4D: Internet Adoption and Usage among Rural Users in China
Zhao, J. (2008) · Knowledge, technology & policy/Knowledge in society/Knowledge, technology, & policy · doi:10.1007/s12130-008-9041-0 · Cited by 34 · see citing works
Ferrer‐Roca, O., Garcia-Nogales, A., & Pelaez, C. (2010) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2009.0107 · Cited by 31 · see citing works
Evaluation of a telemedicine demonstration project in the Magdalene Islands
Fortin, J., Gagnon, M., Cloutier, A., & Labbé, F. (2003) · Journal of Telemedicine and Telecare · doi:10.1258/135763303321327948 · Cited by 25 · see citing works
Successes and challenges in a field-based, multi-method study of home telehealth
Hebert, M., Jansen, J., Brant, R., Hailey, D. M., & Pol, M. M. V. D. (2004) · Journal of Telemedicine and Telecare · doi:10.1258/1357633042614348 · Cited by 22 · see citing works
Attitudes Toward Telehealth Use Among Rural Residents: A Danish Survey
Sørensen, J. F. L. (2008) · The Journal of Rural Health · doi:10.1111/j.1748-0361.2008.00178.x · Cited by 22 · see citing works
A Tale of Two Towns: Assessing the Role of Political Resources in a Community Electronic Network
Sullivan, J. L., Borgida, E., Jackson, M., Riedel, E., & Oxendine, A. R. (2002) · Political Behavior · doi:10.1023/a:1020947005847 · Cited by 22 · see citing works
Policies, Partnerships, and Pragmatism: Lessons from an ICT-in-Education Project in Rural Uganda
Hosman, L. (2010) · DigitalCommons - CalPoly (California State Polytechnic University) · Cited by 20 · see citing works
Hebert, M., Brant, R., Hailey, D. M., & Pol, M. M. V. D. (2006) · Journal of Telemedicine and Telecare · doi:10.1258/135763306779380093 · Cited by 19 · see citing works
Use of mobile phone cameras for after-hours triage in primary care
Jayaraman, C., Kennedy, P., Dutu, G., & Lawrenson, R. A. (2008) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2008.080303 · Cited by 19 · see citing works
Education in the Rural American Community : A Lifelong Process
Galbraith, M. W. (1992) · Cited by 18 · see citing works
Lear, S. A., Araki, Y., Maric, B., Kaan, A., & Horvat, D. (2009) · Canadian Journal of Cardiology · doi:10.1016/s0828-282x(09)70722-6 · Cited by 17 · see citing works
Riedel, E., Dresel, L., Wagoner, M. J., Sullivan, J. L., & Borgida, E. (1998) · Social Science Computer Review · doi:10.1177/089443939801600403 · Cited by 17 · see citing works
Shin, D. (2008) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2008.02.003 · Cited by 15 · see citing works
Do Information Communication Technologies Promote Rural Economic Development?
Pigg, K. E., & Crank, L. D. (2005) · Community Development · doi:10.1080/15575330509489872 · Cited by 15 · see citing works
Hansson, J., Tolf, S., Øvretveit, J., Carlsson, J., & Brommels, M. (2012) · Quality Management in Health Care · doi:10.1097/qmh.0b013e3182418113 · Cited by 14 · see citing works
Access to a Telephone and Factor Market Participation of Rural Households in Bangladesh
Chowdhury, S. (2006) · Journal of Agricultural Economics · doi:10.1111/j.1477-9552.2006.00065.x · Cited by 13 · see citing works
Bynum, A. B., Cranford, C. O., Irwin, C. A., & Denny, G. S. (2003) · The Journal of Rural Health · doi:10.1111/j.1748-0361.2003.tb00565.x · Cited by 12 · see citing works
Bracken, S. J. (2008) · New Directions for Adult and Continuing Education · doi:10.1002/ace.288 · Cited by 11 · see citing works
Life histories in cyberspace: life writing as a development tool for rural women
Rubinoff, D. D. (2004) · Geoforum · doi:10.1016/j.geoforum.2004.03.009 · Cited by 10 · see citing works
Planned telephone support for disadvantaged parents in North Wales: perceptions of service users
Madoc‐Jones, I., Warren, E. J., Ashdown-Lambert, J., Williams, E., & Parry, O. (2007) · Child & Family Social Work · doi:10.1111/j.1365-2206.2006.00471.x · Cited by 8 · see citing works
Educational Inquiry and Creativity: Developing Digital Resources in Ireland's Information Age Town
McInerney, C. R. (2005) · Library trends · doi:10.1353/lib.2006.0019 · Cited by 7 · see citing works
Hollifield, C. A., Donnermeyer, J. F., Wolford, G. H., & Agunga, R. A. (2000) · Telecommunications Policy · doi:10.1016/s0308-5961(00)00052-5 · Cited by 7 · see citing works
Mars, A. D. (2010) · Rural Special Education Quarterly · doi:10.1177/875687051002900208 · Cited by 3 · see citing works
Timmer, S. (2011) · Bohn Stafleu van Loghum eBooks · doi:10.1007/978-90-313-9127-1 · Cited by 3 · see citing works
Teens in the Twenty-First Century Still Prefer People Over Machines
Pendleton, S. M., STANTON, B. F., Cottrell, L., Marshall, S. P., Pack, R. P., Burns, J., Gibson, C., Wu, Y., Li, X., & Cole, M. L. (2008) · Journal of HIV/AIDS Prevention in Children & Youth · doi:10.1300/j499v08n02_06 · Cited by 1 · see citing works
Flagged first, then by citations
3 of the 96 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- Norris P The bridging and bounding of online communities Harvard Inter J Press/Polit 2002 7 3 3 13
Cited by
Sorted by citations
Salemink, K., Strijker, D., & Bosworth, G. (2017) · Journal of Rural Studies · doi:10.1016/j.jrurstud.2015.09.001 · Cited by 1,101 · see citing works
Pfadenhauer, L. M., Gerhardus, A., Mozygemba, K., Lysdahl, K. B., Booth, A., Hofmann, B., Wahlster, P., Polus, S., Burns, J., Brereton, L., et al. (2017) · Implementation Science · doi:10.1186/s13012-017-0552-5 · Cited by 1,016 · see citing works
Lau, R., Stevenson, F., Ong, B. N., Dziedzic, K., Treweek, S., Eldridge, S., Everitt, H., Kennedy, A., Qureshi, N., Rogers, A., et al. (2015) · Implementation Science · doi:10.1186/s13012-016-0396-4 · Cited by 533 · see citing works
“Adaptability [15, 32, 34, 77, 94] B/F: Adaptability of interventions to local circumstances (program modification, √ √ au et al.”
BackgroundInfluentialChesser, A., Burke, A. M., Reyes, J., & Rohrberg, T. (2015) · Informatics for Health and Social Care · doi:10.3109/17538157.2014.948171 · Cited by 360 · see citing works
Implementing electronic health records in hospitals: a systematic literature review
Boonstra, A., Versluis, A., & Vos, J. F. J. (2014) · BMC Health Services Research · doi:10.1186/1472-6963-14-370 · Cited by 349 · see citing works
Self-citationDeterminants of the intention to use e-Health by community dwelling older people
de Veer, A. J. E., Peeters, J. M., Brabers, A. E. M., Schellevis, F., Rademakers, J. J. D. J. M., & Francke, A. L. (2015) · BMC Health Services Research · doi:10.1186/s12913-015-0765-8 · Cited by 298 · see citing works
Smart rural futures: Will rural areas be left behind in the 4th industrial revolution?
Cowie, P., Townsend, L. C., & Salemink, K. (2020) · Journal of Rural Studies · doi:10.1016/j.jrurstud.2020.08.042 · Cited by 254 · see citing works
Context and implementation: A concept analysis towards conceptual maturity
Pfadenhauer, L. M., Mozygemba, K., Gerhardus, A., Hofmann, B., Booth, A., Lysdahl, K. B., Tummers, M., Burns, J., & Rehfuess, E. A. (2015) · Zeitschrift für Evidenz, Fortbildung und Qualität im Gesundheitswesen · doi:10.1016/j.zefq.2015.01.004 · Cited by 189 · see citing works
Aruleba, K., & Jere, N. R. (2022) · Scientific African · doi:10.1016/j.sciaf.2022.e01190 · Cited by 175 · see citing works
Varsi, C., Solberg Nes, L., Kristjansdottir, O. B., Kelders, S. M., Stenberg, U., Zangi, H. A., Børøsund, E., Weiss, K. E., Stubhaug, A., Asbjørnsen, R. A., et al. (2019) · Journal of Medical Internet Research · doi:10.2196/14255 · Cited by 148 · see citing works
Patient experiences with technology enabled care across healthcare settings- a systematic review
Leonardsen, A. L., Hardeland, C., Helgesen, A. K., & Grøndahl, V. A. (2020) · BMC Health Services Research · doi:10.1186/s12913-020-05633-4 · Cited by 139 · see citing works
Heponiemi, T., Jormanainen, V. J., Leemann, L., Manderbacka, K., Aalto, A., & Hyppönen, H. (2020) · Journal of Medical Internet Research · doi:10.2196/17616 · Cited by 139 · see citing works
A design and evaluation framework for digital health interventions
Kowatsch, T., Otto, L., Harperink, S., Cotti, A., & Schlieter, H. (2019) · it - Information Technology · doi:10.1515/itit-2019-0019 · Cited by 118 · see citing works
Gu, D., Khan, S., Khan, S. U., Khan, S. U., Xie, Y., Li, X., & Zhang, G. (2021) · SAGE Open · doi:10.1177/21582440211027565 · Cited by 123 · see citing works
Credibility of information in online communities
Hajli, M. N., Sims, J., Featherman, M., & Love, P. E. D. (2015) · Journal of Strategic Marketing · doi:10.1080/0965254x.2014.920904 · Cited by 109 · see citing works
Peeters, J. M., Krijgsman, J. W., Brabers, A. E., Jong, J. D. D., & Friele, R. D. (2016) · JMIR Medical Informatics · doi:10.2196/medinform.4515 · Cited by 83 · see citing works
Miah, S. J., Hasan, J., & Gammack, J. G. (2016) · Telematics and Informatics · doi:10.1016/j.tele.2016.05.008 · Cited by 81 · see citing works
The dual impact of online communication on older adults’ social connectivity
Hage, E., Wortmann, H., van Offenbeek, M., & Boonstra, A. (2016) · Information Technology & People · doi:10.1108/itp-09-2014-0216 · Cited by 66 · see citing works
Self-citationBudhwani, S., Fujioka, J. K., Thomas-Jacques, T., Vera, K. D., Challa, P., de Silva, R., Fuller, K., Shahid, S., Hogeveen, S. E., Chandra, S., et al. (2022) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocac022 · Cited by 63 · see citing works
Du, Y., Zhou, Q., Cheng, W., Zhang, Z., Hoelzer, S., Liang, Y., Xue, H., Ma, X., Sylvia, S., Tian, J., et al. (2022) · JMIR Public Health and Surveillance · doi:10.2196/40771 · Cited by 63 · see citing works
Slevin, P., Kessie, T., Cullen, J., Butler, M. W., Donnelly, S. C., & Caulfield, B. (2019) · Digital Health · doi:10.1177/2055207619871729 · Cited by 66 · see citing works
Telemedicine Healthcare Service Adoption Barriers in Rural Bangladesh
Zobair, K. M., Sanzogni, L., & Sandhu, K. (2020) · AJIS. Australasian journal of information systems/AJIS. Australian journal of information systems/Australian journal of information systems · doi:10.3127/ajis.v24i0.2165 · Cited by 62 · see citing works
Putteeraj, M., Bhungee, N., Somanah, J., & Moty, N. (2021) · International Health · doi:10.1093/inthealth/ihab035 · Cited by 66 · see citing works
Woodward, A., Fyfe, M., Handuleh, J. I. M., Patel, P., Godman, B., Leather, A. J. M., & Finlayson, A. E. T. (2014) · Human Resources for Health · doi:10.1186/1478-4491-12-22 · Cited by 49 · see citing works
Harst, L., Timpel, P., Otto, L., Richter, P., Wollschlaeger, B., Winkler, K., & Schlieter, H. (2019) · Journal of Public Health · doi:10.1007/s10389-019-01065-5 · Cited by 48 · see citing works
Adoption of routine telemedicine in Norway: the current picture
Zanaboni, P., Knarvik, U., & Wootton, R. (2014) · Global Health Action · doi:10.3402/gha.v7.22801 · Cited by 45 · see citing works
Scientometrics Recent Advances
Kunosić, S., & Zerem, E. (2019) · IntechOpen eBooks · doi:10.5772/intechopen.77450 · Cited by 44 · see citing works
Empowering patients through eHealth: a case report of a pan-European project
Lettieri, E., Fumagalli, L. P., Radaelli, G., Bertele, P., Vogt, J., Hammerschmidt, R., Lara, J. L., Carriazo, A., & Masella, C. (2015) · BMC Health Services Research · doi:10.1186/s12913-015-0983-0 · Cited by 42 · see citing works
Virtual care with digital technologies for rural Canadians living with cardiovascular disease
Buyting, R., Melville, S., Chatur, H., White, C. W., Légaré, J.-F., Lutchmedial, S., & Brunt, K. R. (2022) · CJC Open · doi:10.1016/j.cjco.2021.09.027 · Cited by 42 · see citing works
Kruszyńska-Fischbach, A., Sysko-Romańczuk, S., Rafalik, M., Walczak, R., & Kludacz-Alessandri, M. (2021) · Journal of Clinical Medicine · doi:10.3390/jcm11010133 · Cited by 41 · see citing works
Gray, C. S., Wodchis, W. P., Upshur, R. E. G., Cott, C. A., McKinstry, B., Mercer, S. W., Palen, T. E., Ramsay, T., & Thavorn, K. (2016) · JMIR Research Protocols · doi:10.2196/resprot.5756 · Cited by 35 · see citing works
Ćwiklicki, M., Schiavone, F., Klich, J., & Pilch, K. (2020) · BMC Health Services Research · doi:10.1186/s12913-020-5034-9 · Cited by 34 · see citing works
Brennan, J. R., McElligott, A., & Power, N. (2015) · Journal of Innovation in Health Informatics · doi:10.14236/jhi.v22i4.97 · Cited by 32 · see citing works
Khanra, S., & Joseph, R. P. (2019) · Transforming Government People Process and Policy · doi:10.1108/tg-12-2018-0076 · Cited by 31 · see citing works
Price, L., Shutt, J., & Sellick, J. (2018) · Local Economy The Journal of the Local Economy Policy Unit · doi:10.1177/0269094218791508 · Cited by 30 · see citing works
Understanding Medical Students’ Attitudes Toward Learning eHealth: Questionnaire Study
Vossen, K., Rethans, J., van Kuijk, S. M. J., van der Vleuten, C. P. M., & Kubben, P. (2020) · JMIR Medical Education · doi:10.2196/17030 · Cited by 28 · see citing works
Hype, evidence gaps and digital divides: Telehealth blind spots in rural Australia
Warr, D. J., Luscombe, G. M., & Couch, D. (2021) · Health An Interdisciplinary Journal for the Social Study of Health Illness and Medicine · doi:10.1177/13634593211060763 · Cited by 27 · see citing works
Ayushman Bharat: Service Adoption Challenges in Universal Healthcare System
Pandey, N., Jha, S., & Rai, V. (2021) · South Asian Journal of Business and Management Cases · doi:10.1177/2277977921991915 · Cited by 27 · see citing works
The telemedicine community readiness model—successful telemedicine implementation and scale-up
Otto, L., Schlieter, H., Harst, L., Whitehouse, D., & Maeder, A. J. (2023) · Frontiers in Digital Health · doi:10.3389/fdgth.2023.1057347 · Cited by 24 · see citing works
Assessment of Self-Perceived Knowledge in e-Health Among Undergraduate Students
Edirippulige, S., Samanta, M., & Armfield, N. R. (2017) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2017.0056 · Cited by 23 · see citing works
E-Health readiness in outback communities: an exploratory study
Schwarz, F., Ward, J., & Willcock, S. (2014) · Rural and Remote Health · doi:10.22605/rrh2871 · Cited by 23 · see citing works
Gomes, L. A., Gregório, M. J., Iakovleva, T. A., de Sousa, R. D., Bessant, J., Oliveira, P., Branco, J., Canhão, H. M., & Rodrigues, A. M. (2021) · Journal of Medical Internet Research · doi:10.2196/26871 · Cited by 23 · see citing works
Feasibility and Effectiveness of Nutritional Telemonitoring for Home Care Clients: A Pilot Study
Atten, M. N. V. D.-V., Haveman‐Nies, A., Heery, D., de Vries, J. H. M., & de Groot, C. P. G. M. (2018) · The Gerontologist · doi:10.1093/geront/gny059 · Cited by 23 · see citing works
Beltrán, V., Muñoz-Sepúlveda, F., Acevedo, C., Navarro, P., Venegas, B., Salgado, C., Uribe, P., & Engelke, W. (2024) · Frontiers in Public Health · doi:10.3389/fpubh.2024.1356622 · Cited by 21 · see citing works
Alami, H., Gagnon, M., & Fortin, J. (2018) · Journal of Participatory Medicine · doi:10.2196/10665 · Cited by 22 · see citing works
de Brito, S. R., da Silva, A. D. S., Cruz, A. G., Monteiro, M. D. A., Vijaykumar, N. L., da Silva, M. S., Costa, J. C. W. A., & Francês, C. R. L. (2016) · PLoS ONE · doi:10.1371/journal.pone.0152655 · Cited by 20 · see citing works
Gray, C. S., Gravesande, J., Hans, P. K., Nie, J. X., Sharpe, S., Loganathan, M., Lyons, R., & Cott, C. A. (2018) · JMIR Formative Research · doi:10.2196/11950 · Cited by 19 · see citing works
Applying analytic hierarchy process to assess healthcare-oriented cloud computing service systems
Liao, W., & Qiu, W.-L. (2016) · SpringerPlus · doi:10.1186/s40064-016-2686-3 · Cited by 18 · see citing works
Handbook of Research on Cultural Heritage and Its Impact on Territory Innovation and Development
Paula, Antunes, M. J., Tymoshchuk, O., Pedro, L., Ramos, F., & Almeida, A. M. (2020) · Advances in religious and cultural studies (ARCS) book series · doi:10.4018/978-1-7998-6701-2 · Cited by 17 · see citing works
Lee, S., Begley, C. E., Morgan, R. O., Chan, W., & Kim, S. Y. (2018) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2017.0278 · Cited by 17 · see citing works
An approach to evaluate large-scale ICT training interventions
de Brito, S. R., da Silva, A. D. S., da Mata, E. C., Vijaykumar, N. L., da Rocha, C. A. J., Monteiro, M. D. A., Costa, J. C. W. A., & Francês, C. R. L. (2016) · Information Systems Frontiers · doi:10.1007/s10796-016-9705-3 · Cited by 17 · see citing works
Chaudhuri, A., Prætorius, T., Narayanamurthy, G., Hasle, P., & Pereira, V. E. (2021) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2021.121184 · Cited by 16 · see citing works
E-learning enables parents to assess an infantile hemangioma
de Graaf, M., Knol, M. J., Totté, J. E. E., van Os‐Medendorp, H., Breugem, C. C., & Pasmans, S. G. M. A. (2014) · Journal of the American Academy of Dermatology · doi:10.1016/j.jaad.2013.10.040 · Cited by 16 · see citing works
#ItsNotInYourHead: A Social Media Campaign to Disseminate Information on Provoked Vestibulodynia
Brotto, L. A., Nelson, M. M. W., Barry, L., & Maher, C. (2020) · Archives of Sexual Behavior · doi:10.1007/s10508-020-01731-w · Cited by 15 · see citing works
Rural-Urban Comparison of Telehome Monitoring for Patients with Chronic Heart Failure
Jaana, M., & Sherrard, H. (2018) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2017.0303 · Cited by 14 · see citing works
Robinson, S. A., Wan, E. S., Shimada, S. L., Richardson, C. R., & Moy, M. L. (2020) · JMIR Aging · doi:10.2196/19527 · Cited by 14 · see citing works
Factors influencing e-Health service in regional Bangladesh.
Sayed, M. I., & Mamun-ur-Rashid, M. (2021) · PubMed Central · Cited by 14 · see citing works
Jönsson, F., Carson, D. B., Goicolea, I., & Hurtig, A. (2021) · International Journal of Health Policy and Management · doi:10.34172/ijhpm.2021.08 · Cited by 14 · see citing works
The Digital Economy and Digital Business
Lynn, T., Rosati, P., Conway, E., Curran, D., Fox, G., & O’Gorman, C. (2022) · Springer eBooks · doi:10.1007/978-3-030-91247-5_4 · Cited by 13 · see citing works
Xiong, X., Luo, L., Zhou, S., Li, V. J., Zhou, Y., & Huo, Z. (2023) · PLOS Digital Health · doi:10.1371/journal.pdig.0000238 · Cited by 15 · see citing works
An investigation of external factors for technological acceptance model of nurses in Indonesia
Setyohadi, D. B., & Purnawati, N. W. (2018) · IOP Conference Series Materials Science and Engineering · doi:10.1088/1757-899x/403/1/012064 · Cited by 13 · see citing works
Wearable devices in palliative care for people 65 years and older: A scoping review
Spaho, R. S., Uhrenfeldt, L., Fotis, T. G., & Kymre, I. G. (2023) · Digital Health · doi:10.1177/20552076231181212 · Cited by 15 · see citing works
Attard, R., Iles, J. E., & Satherley, R. (2022) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-022-05070-7 · Cited by 10 · see citing works
Financing entrepreneurship by risk capital - evidence revisited
Fellnhofer, K. (2017) · J for International Business and Entrepreneurship Development · doi:10.1504/jibed.2017.084305 · Cited by 10 · see citing works
eSalud en servicios de salud públicos en México: estudio de caso
Castañeda, C. D. D. L., & Góngora-Ortega, J. (2020) · región y sociedad · doi:10.22198/rys2020/32/1256 · Cited by 10 · see citing works
Pogrmilović, B. K., Linke, S., & Craike, M. J. (2021) · Health Research Policy and Systems · doi:10.1186/s12961-020-00672-z · Cited by 10 · see citing works
Dluhopolskyi, O. V., Dluhopolska, T., Farion, A., Karp, I., Zhukovska, A. Y., & КРИВОКУЛЬСЬКА, Н. (2019) · International Conference on Advanced Computer Information Technologies (ACIT) · doi:10.1109/acitt.2019.8779933 · Cited by 9 · see citing works
Success factors for health information system development
Sensuse, D. I., Kareen, P., Noprisson, H., & Pratama, M. O. (2017) · International Conference on Information Technology Systems and Innovation · doi:10.1109/icitsi.2017.8267936 · Cited by 9 · see citing works
Das, D., & Sengar, A. (2023) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2023.105199 · Cited by 8 · see citing works
Wende, M. E., Wilcox, S., Rhodes, Z., Kinnard, D., Turner‐McGrievy, G. M., McKeever, B. W., & Kaczynski, A. T. (2022) · Implementation Science Communications · doi:10.1186/s43058-022-00316-z · Cited by 9 · see citing works
E-health: psychosocial challenges for South Australian rural mental health consumers
Brown, L. J., Jones, G., & Bond, M. J. (2019) · Rural and Remote Health · doi:10.22605/rrh5103 · Cited by 8 · see citing works
Namatovu, H. K., Semwanga, A. R., Kiberu, V. M., Ndigezza, L., Magumba, M. A., & Kaawaase, K. S. (2022) · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · doi:10.1007/978-3-031-06374-9_15 · Cited by 8 · see citing works
Formative Evaluation of the Implementation of eHealth in the Philippines: A Qualitative Study
Evio, B. D., & Bonito, S. R. (2024) · Acta Medica Philippina · doi:10.47895/amp.v58i12.9289 · Cited by 7 · see citing works
Digital technologies and rural community resilience: learning from the COVID-19 crisis in Indonesia
Fahmi, F. Z., & Savira, M. (2025) · Rural Society · doi:10.1080/10371656.2025.2495402 · Cited by 10 · see citing works
An Empirical Research of the Challenges to E-Health Initiative in Jordan
Jalghoum, Y. A., Khasawneh, S. S., & Wood‐Harper, T. (2015) · Research Explorer (The University of Manchester) · Cited by 7 · see citing works
Burton, L., Milad, F., Janke, R., & Rush, K. L. (2024) · Community Health Equity Research & Policy · doi:10.1177/2752535x241252208 · Cited by 6 · see citing works
Digitalisation of Rural Areas and Agriculture in the EU Debate: How Far from What Research Says?
Wolski, O. (2019) · Wieś i Rolnictwo · doi:10.53098/wir022019/01 · Cited by 6 · see citing works
Welch, J. M., Kamal, R. N., Chatterjee, M., & Shapiro, L. M. (2022) · Hand · doi:10.1177/15589447211072200 · Cited by 6 · see citing works
Karim, S., & Gide, E. (2018) · International Journal of Interactive Mobile Technologies (iJIM) · doi:10.3991/ijim.v12i6.9204 · Cited by 5 · see citing works
Large-Scale Innovations and Approaches for Community Healthcare Support in Developing Nations
Miah, S. J. (2017) · Scalable computing and communications · doi:10.1007/978-3-319-58280-1_13 · Cited by 5 · see citing works
Assessing the Ecosystem of Innovation in GCC: Policy Implications and Strategic Directions
Al-Khalifa, M., Al-Jayyousi, O. R., Mamlook, R., & Aldhmour, F. M. (2021) · Springer proceedings in complexity · doi:10.1007/978-3-030-62066-0_29 · Cited by 4 · see citing works
The many faces of implementation
Vimarlund, V., & Keller, C. (2014) · Cited by 4 · see citing works
Sauerbruch, STARPAHC, and SARS: Historical Perspectives on Readiness and Barriers in Telemedicine
Reifegerste, D., Harst, L., & Otto, L. (2021) · Journal of Public Health · doi:10.1007/s10389-021-01513-1 · Cited by 4 · see citing works
Cowie, J., Boa, S., King, E., Wells, M., & Cairns, D. R. (2018) · JMIR Formative Research · doi:10.2196/formative.9703 · Cited by 4 · see citing works
Shahid, N., Rac, V. E., BIELECKI, J. M., & Berta, W. B. (2021) · BMJ Open · doi:10.1136/bmjopen-2020-048250 · Cited by 4 · see citing works
Detection and Characterization of E-Health Research: A Bibliometrics (2001–2016)
Liu, Z., Su, J., & Lei, J. (2019) · IntechOpen eBooks · doi:10.5772/intechopen.88610 · Cited by 4 · see citing works
Digital technologies and rural community resilience: lessons from the COVID-19 crisis in Indonesia
Fahmi, F. Z., & Savira, M. (2025) · Rural Society · doi:10.1080/10371656.2025.2583627 · Cited by 3 · see citing works
Investigations in Security Challenges and Solutions for M2M Communications—A Review
Manikandan, A. (2024) · International Journal of Electrical and Electronic Engineering & Telecommunications · doi:10.18178/ijeetc.13.1.17-32 · Cited by 3 · see citing works
Masterson‐Algar, P., Ismail, F. A., Anthony, B. F., Caulfield, M., Connaghan, J., Doungsong, K., Egan, K. J., Flynn, G., Goulden, N., Hoare, Z., et al. (2025) · Behavioral Sciences · doi:10.3390/bs15081107 · Cited by 3 · see citing works
Mériade, L., & Hayar, S. (2024) · Gestion et management public · doi:10.3917/gmp.123.0009 · Cited by 3 · see citing works
A mapping analytic approach to trace development of multidisciplinary research field
Zhang, X., Yan, X., de Pablos, P. O., She, J., Gao, Y., & Chen, H. (2015) · Journal of Science and Technology Policy Management · doi:10.1108/jstpm-09-2014-0036 · Cited by 3 · see citing works
Apolinário-Hagen, J. (2017) · Palgrave Macmillan UK eBooks · doi:10.1057/978-1-349-95173-4_12 · Cited by 3 · see citing works
Implementing and Scaling up Telemedicine Initiatives: Beyond User-Centeredness
Otto, L. (2019) · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · doi:10.1109/aiccsa47632.2019.9035232 · Cited by 3 · see citing works
Grasping the digital transformation of agri-food systems through responsible sense-making
Rijswijk, K. (2022) · doi:10.18174/564812 · Cited by 3 · see citing works
Mugisha, M., Umubyeyi, A., Ngenzi, J. L., Richards, J., Santas, X., Condo, J. U., & Fraser, H. (2023) · doi:10.2196/preprints.53895 · Cited by 3 · see citing works
Workplace affordances for learning in rural primary care
Sjöström, T., Svensson, A., Karlsson, M., & Sorbring, E. (2025) · Journal of Workplace Learning · doi:10.1108/jwl-03-2025-0071 · Cited by 2 · see citing works
Satpati, S., & Sharma, K. K. (2022) · The Electronic Journal of Information Systems in Developing Countries · doi:10.1002/isd2.12261 · Cited by 2 · see citing works
Digital inequality in a developing context: A multifaceted approach
Jere, N. R., Mwansa, G., Ranga, M., Gamundani, A. M., & Maoneke, P. B. (2025) · doi:10.4102/aosis.2025.bk494 · Cited by 2 · see citing works
The Impact Of Health Card On Citizens’ Quality Of Life: Evidence In Bangladesh
Hoque, M. R., Uddin, R., Khan, M. M. R., Shumi, F. R., & Sarwar, F. (2016) · European Scientific Journal ESJ · doi:10.19044/esj.2016.v12n6p369 · Cited by 2 · see citing works
Telemedicine Adoption Opportunities and Challenges in the Developing World
Zobair, K. M., Sanzogni, L., Sandhu, K., & Islam, M. J. (2020) · Advances in healthcare information systems and administration book series · doi:10.4018/978-1-7998-2949-2.ch008 · Cited by 2 · see citing works
- Authors
- Hage, E., Roo, J. P., van Offenbeek, M. A., & Boonstra, A.
- Affiliations
- University of Groningen (NL)
- Corresponding author
- Hage, Eveline
- Venue
- BMC Health Services Research
- Published
- 2013-01-12
- Volume
- 13
- Issue
- 1
- Pages
- 19-19
- ISSN
- 1472-6963 (ISSN-L)
- PMC
- PMC3575225
- OpenAlex
- W2060044403
- Cited by
- 137
- References
- 96
- Citations by year
- 2026: 2 · 2025: 8 · 2024: 9 · 2023: 9 · 2022: 14 · 2021: 17 · 2020: 14 · 2019: 14 · 2018: 14 · 2017: 8 · 2016: 10 · 2015: 11 · 2014: 7
- FWCI
- 1.33
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- BMC Health Services Research (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (submittedVersion, cc-by)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Telemedicine and Telehealth Implementation
- Health Sciences › Health Professions › Health Information Management › Electronic Health Records Systems
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Keywords
- digital health adoption, rural health care, implementation factors, geographic isolation, disadvantaged groups, population aging, rural communities
- MeSH terms
- Diffusion of Innovation, Female, Health Plan Implementation, Humans, Male, Rural Population, Electronic Health Records
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