The DOI matches its Crossref record; 93 of the 96 references it cites were found in a registry or an index.
Implementation factors and their effect on e-Health service adoption in rural communities: a systematic literature review
Open accessAbstract
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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“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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Citations
Cites
Field theory in social science
Reed, R., & Lewin, K. (1951) · British Journal of Sociology · doi:10.2307/586914 · Cited by 6,792
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
Systematic reviews in the social sciences: a practical guide
(2006) · Choice Reviews Online · doi:10.5860/choice.43-5664 · Cited by 4,083
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
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
Digital Divide: Civic Engagement, Information Poverty, and the Internet Worldwide
Norris, P. (2001) · doi:10.1017/cbo9781139164887 · Cited by 2,921
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 2,552
Eysenbach, G. (2001) · Journal of Medical Internet Research · doi:10.2196/jmir.3.2.e20 · Cited by 2,449
Welcome to Implementation Science
Eccles, M. P., & Mittman, B. S. (2006) · Implementation Science · doi:10.1186/1748-5908-1-1 · Cited by 2,254
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
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
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
What is a processual analysis?
Pettigrew, A. (1997) · Scandinavian Journal of Management · doi:10.1016/s0956-5221(97)00020-1 · Cited by 1,478
Building on Values: The Future of Health Care in Canada
Wynne, M., & Armstrong, W. S. (2005) · Cited by 1,027
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
Managing Change for Competitive Success
Jelinek, M., Pettigrew, A., & Whipp, R. (1993) · Academy of Management Review · doi:10.2307/258910 · Cited by 951
Harrison, M. I., Koppel, R., & Bar-Lev, S. (2007) · Journal of the American Medical Informatics Association · doi:10.1197/jamia.m2384 · Cited by 691
Managing change for competitive success
Jönsson, S. (1992) · Scandinavian Journal of Management · doi:10.1016/0956-5221(92)90007-2 · Cited by 526
Building on Values: Report of the Commission on the Future of Health Care in Canada [Reports]
Romanow, R. J. (2002) · Cited by 427
Rural Futures: The Consumption Countryside and its Regulation
Marsden, T. (1999) · Sociologia Ruralis · doi:10.1111/1467-9523.00121 · Cited by 340
The Bridging and Bonding Role of Online Communities
Norris, P. (2002) · Harvard International Journal of Press/Politics · doi:10.1177/1081180x0200700301 · Cited by 280
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
(2004) · UCL Discovery (University College London) · Cited by 246
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
Gagnon, M., Duplantie, J., Fortin, J., & Landry, R. (2006) · Implementation Science · doi:10.1186/1748-5908-1-18 · Cited by 209
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
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
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
Aminuzzaman, S. M., Baldersheim, H., & Jamil, I. (2003) · Contemporary South Asia · doi:10.1080/0958493032000175879 · Cited by 139
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
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
On the emancipatory role of rural information systems
Kanungo, S. (2004) · Information Technology and People · doi:10.1108/09593840410570267 · Cited by 119
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
Kumar, R., & Best, M. L. (2007) · The Journal of Community Informatics · doi:10.15353/joci.v2i3.2071 · Cited by 107
“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
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
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 98
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
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
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 91
The ambient assisted living joint programme
Vodjdani, N. (2008) · Electronics System-Integration Technology Conference (ESTC) · doi:10.1109/estc.2008.4684311 · Cited by 90
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 87
Studying the Organisation and Delivery of Health Services
Blackman, T. (2002) · Dialnet (Universidad de la Rioja) · Cited by 84
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
Shaping Strategic Change: Making Change in Large Organisations, the Case of the NHS
Pettigrew, A., Ferlie, E. B., & McKee, M. (1992) · Cited by 83
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
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
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
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
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
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 70
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
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
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
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
Watanabe, M., Jennett, P., & Watson, M. M. (1999) · Journal of Telemedicine and Telecare · doi:10.1258/1357633991933477 · Cited by 55
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
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
The Future of Europe's Rural Peripheries
(2017) · Routledge eBooks · doi:10.4324/9781351146647 · Cited by 53
Stern, M. J. (2008) · Information Communication & Society · doi:10.1080/13691180802126778 · Cited by 50
Boonstra, A., & Offenbeek, V. M. (2010) · Information Systems Journal · doi:10.1111/j.1365-2575.2010.00358.x · Cited by 50
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
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
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
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
OECD (2009) · Society at a glance · doi:10.1787/soc_glance-2008-en · Cited by 39
McQuaid, R. W., Lindsay, C., & Greig, M. (2004) · Information Communication & Society · doi:10.1080/1369118042000284605 · Cited by 39
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
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
Ferrer‐Roca, O., Garcia-Nogales, A., & Pelaez, C. (2010) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2009.0107 · Cited by 31
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
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
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
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
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
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
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
Education in the Rural American Community : A Lifelong Process
Galbraith, M. W. (1992) · Cited by 18
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
Riedel, E., Dresel, L., Wagoner, M. J., Sullivan, J. L., & Borgida, E. (1998) · Social Science Computer Review · doi:10.1177/089443939801600403 · Cited by 17
Shin, D. (2008) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2008.02.003 · Cited by 15
Do Information Communication Technologies Promote Rural Economic Development?
Pigg, K. E., & Crank, L. D. (2005) · Community Development · doi:10.1080/15575330509489872 · Cited by 15
Hansson, J., Tolf, S., Øvretveit, J., Carlsson, J., & Brommels, M. (2012) · Quality Management in Health Care · doi:10.1097/qmh.0b013e3182418113 · Cited by 14
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
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
Bracken, S. J. (2008) · New Directions for Adult and Continuing Education · doi:10.1002/ace.288 · Cited by 11
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
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
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
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
Mars, A. D. (2010) · Rural Special Education Quarterly · doi:10.1177/875687051002900208 · Cited by 3
Timmer, S. (2011) · Bohn Stafleu van Loghum eBooks · doi:10.1007/978-90-313-9127-1 · Cited by 3
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
Research works printed but not linked: 3
- Kinsella K, Velkoff VA: U.S. Census Bureau, Series P95/01-1, An Aging World. 2001, Washington DC: U.S. Government Printing Office
- Schalken F: Handboek online hulpverlening van de stichting e-Hulp.nl. 2010, Houten: Bohn Stafleu van Loghum
- Public health resource unit: NHS: Critical Appraisal Skills Programme (CAPS): 10 questions to help you make sense of qualitative research. 2006, England
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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
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“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
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
Self-citation
Metadata
- 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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