Organizational factors affecting successful adoption of innovative eHealth services: A case study employing the FITT framework
Abstract
Objective The paper presents an application of the "Fit between Individuals, Task and Technology" (FITT) framework to analyze the socio-organizational-technical factors that influence IT adoption in the healthcare domain.Method The FITT framework was employed as the theoretical instrument for a retrospective analysis of a 15-year effort in implementing IT systems and eHealth services in the context of a Regional Health Information Network in Crete. Quantitative and qualitative research methods, interviews and participant observations were employed to gather data from a case study that involved the entire region of Crete.Results The detailed analysis of the case study based on the FITT framework, showed common features, but also differences of IT adoption within the various health organizations. The emerging picture is a complex nexus of factors contributing to IT adoption, and multi-level interventional strategies to promote IT use.Conclusion The work presented in this paper shows the applicability of the FITT framework in explaining the complexity of aspects observed in the implementation of healthcare information systems. The reported experiences reveal that fit management can be viewed as a system with a feedback loop that is never really stable, but ever changing based on external factors or deliberate interventions. Management of fit, therefore, becomes a constant and complex task for the whole life cycle of IT systems.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Perceived usefulness was influenced by perceived ease of use, eHealth and business process alignment, end user involvement, management commitment and support to change, health care provider-patient relationship, and IT experience and knowledge.
“whereas their perceived usefulness was influenced by the perceived ease of use, eHealth and business process alignment, end user involvement, management commitment and support to change, health care provider-patient relationship, and IT experience and knowledge [25,28,33,56,77,83,86-88].”
From Health Care Provider Adoption of eHealth: Systematic Literature Review (2013) · cites this paper as [28]
Cites
Perceived usefulness, perceived ease of use, and user acceptance of information technology
Davis, F. D. (1989) · MIS Quarterly · doi:10.2307/249008 · Cited by 68,483 · see citing works
Rogers, E. M., Singhal, A., & Quinlan, M. M. (2019) · Routledge eBooks · doi:10.4324/9780203710753-35 · Cited by 37,557 · see citing works
User Acceptance of Computer Technology: A Comparison of Two Theoretical Models
Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989) · Management Science · doi:10.1287/mnsc.35.8.982 · Cited by 25,709 · see citing works
A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies
Venkatesh, V., & Davis, F. D. (2000) · Management Science · doi:10.1287/mnsc.46.2.186.11926 · Cited by 23,066 · see citing works
Information Systems Success: The Quest for the Dependent Variable
DeLone, W. H., & McLean, E. R. (1992) · Information Systems Research · doi:10.1287/isre.3.1.60 · Cited by 10,697 · see citing works
Task-Technology Fit and Individual Performance
Goodhue, D. L., & Thompson, R. L. (1995) · MIS Quarterly · doi:10.2307/249689 · Cited by 6,006 · see citing works
Wall, A. (2000) · British Journal of Healthcare Management · doi:10.12968/bjhc.2000.6.9.19311 · Cited by 5,909 · see citing works
Davis, F. D. (1993) · International Journal of Man-Machine Studies · doi:10.1006/imms.1993.1022 · Cited by 4,754 · see citing works
The Theory of Planned Behaviour
Conner, M. T., & McMillan, B. (2004) · Research Explorer (The University of Manchester) · Cited by 4,462 · see citing works
Kaplan, B., DeGross, J. I., Wood-Harper, A. T., Wastell, D. G., & Truex, D. P., III (2004) · IFIP International Federation for Information Processing/IFIP · doi:10.1007/b115738 · Cited by 3,136 · see citing works
Role of Computerized Physician Order Entry Systems in Facilitating Medication Errors
Koppel, R. (2005) · JAMA · doi:10.1001/jama.293.10.1197 · Cited by 2,126 · see citing works
Are Individual Differences Germane to the Acceptance of New Information Technologies?
Agarwal, R., & Prasad, J. (1999) · Decision Sciences · doi:10.1111/j.1540-5915.1999.tb01614.x · Cited by 2,107 · see citing works
Bates, D. W. (1998) · JAMA · doi:10.1001/jama.280.15.1311 · Cited by 2,107 · see citing works
Safar, P. J., & Grenvik, A. N. A. (1971) · CHEST Journal · doi:10.1378/chest.59.5.535 · Cited by 1,995 · see citing works
Medication Errors and Adverse Drug Events in Pediatric Inpatients
Kaushal, R. (2001) · JAMA · doi:10.1001/jama.285.16.2114 · Cited by 1,917 · see citing works
Classen, D. C. (1997) · JAMA · doi:10.1001/jama.277.4.301 · Cited by 1,781 · see citing works
Extending the technology acceptance model with task–technology fit constructs
Dishaw, M. T., & Strong, D. M. (1999) · Information & Management · doi:10.1016/s0378-7206(98)00101-3 · Cited by 1,772 · see citing works
Agarwal, R., & Prasad, J. (1997) · Decision Sciences · doi:10.1111/j.1540-5915.1997.tb01322.x · Cited by 1,669 · see citing works
Creation of Favorable User Perceptions: Exploring the Role of Intrinsic Motivation1
Venkatesh, V. (1999) · MIS Quarterly · doi:10.2307/249753 · Cited by 1,395 · see citing works
A Multilevel Model of Resistance to Information Technology Implementation1
Lapointe, L., & Rivard, S. (2005) · MIS Quarterly · doi:10.2307/25148692 · Cited by 1,323 · see citing works
The Impact of Computerized Physician Order Entry on Medication Error Prevention
Bates, D. W., Teich, J. M., Lee, J., Seger, D., Kuperman, G. J., Ma'Luf, N., Boyle, D., & Leape, L. (1999) · Journal of the American Medical Informatics Association · doi:10.1136/jamia.1999.00660313 · Cited by 1,260 · see citing works
Understanding User Evaluations of Information Systems
Goodhue, D. L. (1995) · Management Science · doi:10.1287/mnsc.41.12.1827 · Cited by 1,218 · see citing works
Han, Y. Y., Carcillo, J. A., Venkataraman, S. T., Clark, R. S. B., Watson, R. S., Nguyen, T. C., Bayir, H., & Orr, R. A. (2005) · Pediatrics · doi:10.1542/peds.2005-1287 · Cited by 1,149 · see citing works
Chau, P. Y. K., & Hu, P. J. (2002) · Information & Management · doi:10.1016/s0378-7206(01)00098-2 · Cited by 1,098 · see citing works
Diffusion of Innovations, Fourth Edition
Rogers, E. M. (1982) · Cited by 916 · see citing works
User Acceptance of Information Technology: Theories and Models
Dillon, A. P., & Morris, M. G. (1996) · Cited by 621 · see citing works
Preventable adverse drug events in hospitalized patients
Cullen, D. J., Sweitzer, B. J., Bates, D. W., Burdick, E., Edmondson, A. C., & Leape, L. L. (1997) · Critical Care Medicine · doi:10.1097/00003246-199708000-00014 · Cited by 611 · see citing works
Mobile computing acceptance factors in the healthcare industry: a structural equation model
Wu, J.-H., Wang, S.-C., & Lin, L.-M. (2007) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2006.06.006 · Cited by 603 · see citing works
Ammenwerth, E., Iller, C., & Mahler, C. (2006) · BMC Medical Informatics and Decision Making · doi:10.1186/1472-6947-6-3 · Cited by 459 · see citing works
Computerized Physician Order Entry and Medication Errors in a Pediatric Critical Care Unit
Potts, A. L., Barr, F. E., Gregory, D. F., Wright, L., & Patel, N. R. (2004) · Pediatrics · doi:10.1542/peds.113.1.59 · Cited by 410 · see citing works
Mekhjian, H. S., Kumar, R. R., Kuehn, L. A., Bentley, T. D., Teater, P., Thomas, A., Payne, B. P., & Ahmad, A. (2002) · Journal of the American Medical Informatics Association · doi:10.1197/jamia.m1038 · Cited by 357 · see citing works
Kim, D., & Chang, H. (2006) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2006.09.001 · Cited by 340 · see citing works
User evaluations of IS as surrogates for objective performance
Goodhue, D. L., Klein, B. D., & March, S. T. (2000) · Information & Management · doi:10.1016/s0378-7206(00)00057-4 · Cited by 284 · see citing works
King, W. J., Paice, N., Rangrej, J., Forestell, G. J., & Swartz, R. (2003) · Pediatrics · doi:10.1542/peds.112.3.506 · Cited by 281 · see citing works
Return on Investment for a Computerized Physician Order Entry System
Kaushal, R., Jha, A. K., Franz, C., GLASER, J. P., Shetty, K. D., Jaggi, T., Blackford Middleton, A., Kuperman, G. J., Khorasani, R., Tanasijevic, M. J., et al. (2006) · Journal of the American Medical Informatics Association · doi:10.1197/jamia.m1984 · Cited by 248 · see citing works
A Consensus Statement on Considerations for a Successful CPOE Implementation
Ash, J. S. (2003) · Journal of the American Medical Informatics Association · doi:10.1197/jamia.m1204 · Cited by 239 · see citing works
Lessons from a failed information systems initiative: issues for complex organisations☆
Southon, G., SAUER, C., & Dampney, K. (1999) · International Journal of Medical Informatics · doi:10.1016/s1386-5056(99)00018-0 · Cited by 157 · see citing works
Teich, J. M., GLASER, J. P., Beckley, R. F., Aranow, M., Bates, D. W., Kuperman, G. J., Ward, M. E., & Spurr, C. D. (1999) · International Journal of Medical Informatics · doi:10.1016/s1386-5056(99)00007-6 · Cited by 129 · see citing works
PERSPECTIVES ON TECHNOLOGY AND WORK ORGANIZATION
Liker, J. Κ., Haddad, C. J., & Karlin, J. (1999) · Annual Review of Sociology · doi:10.1146/annurev.soc.25.1.575 · Cited by 121 · see citing works
Integrating Quantitative and Qualitative Methods in Patient Care Information System Evaluation
Berg, M., & Stoop, A. P. (2003) · Methods of Information in Medicine · doi:10.1055/s-0038-1634349 · Cited by 117 · see citing works
The behavioral side of information technology
Dixon, D. R. (1999) · International Journal of Medical Informatics · doi:10.1016/s1386-5056(99)00037-4 · Cited by 106 · see citing works
An open, component-based information infrastructure for integrated health information networks
Tsiknakis, M. (2002) · International Journal of Medical Informatics · doi:10.1016/s1386-5056(02)00060-6 · Cited by 100 · see citing works
Self-citationDelivering a Lifelong Integrated Electronic Health Record Based on a Service Oriented Architecture
Katehakis, D. G., Sfakianakis, S. G., Kavlentakis, G., et al. (2007) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2006.889711 · Cited by 61 · see citing works
Learning effect of a novel interactive basic life support CD: the JUST system
Monsieurs, K. G., Vogels, C., Bossaert, L. L., et al. (2004) · Resuscitation · doi:10.1016/j.resuscitation.2004.02.014 · Cited by 58 · see citing works
Information access at the point of care: what can we learn for designing a mobile CPR system?
Reuss, E. I., Menozzi, M., Büchi, M., Koller, J., & Krueger, H. (2004) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2004.02.003 · Cited by 57 · see citing works
WebOnCOLL: medical collaboration in regional healthcare networks
Chronaki, C. E., Katehakis, D. G., Zabulis, X., et al. (1997) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/4233.681170 · Cited by 31 · see citing works
Kaushal, R., Shojania, K. G., & Bates, D. W. (2003) · Archives of Internal Medicine · doi:10.1001/archinte.163.12.1409 · Cited by 30 · see citing works
Mayo‐Smith, M. F., & Agrawal, A. (2006) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2006.07.003 · Cited by 24 · see citing works
A framework for the integration of distributed autonomous healthcare information systems
Leisch, E., Sartzetakis, S., Tsiknakis, M., et al. (1997) · Medical Informatics · doi:10.3109/14639239709010904 · Cited by 22 · see citing works
Self-citationAn eHealth platform for instant interaction among health professionals
Chronaki, C. E., Chiarugi, F., Mavrogiannaki, E., et al. (2003) · Computers in cardiology · doi:10.1109/cic.2003.1291100 · Cited by 18 · see citing works
Manganas, A., Tsiknakis, M., Leisch, E., et al. (2004) · Studies in health technology and informatics · doi:10.3233/978-1-60750-946-2-315 · Cited by 16 · see citing works
Self-citationKAWASUMI, Y., TAMBLYN, R., PLATT, R., ERNST, P., ABRAHAMOWICZ, M., & TAYLOR, L. (2008) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2006.12.004 · Cited by 13 · see citing works
Chiarugi, F., Lees, P. J., Chronaki, C. E., et al. (2002) · Computers in cardiology · doi:10.1109/cic.2001.977622 · Cited by 13 · see citing works
Tsiknakis, M., Kouroubali, A., Vourvahakis, D., & Orphanoudakis, S. C. (2005) · Advances in health care management · doi:10.1016/s1474-8231(05)05011-1 · Cited by 10 · see citing works
Self-citationPreliminary results from the deployment of integrated teleconsultation services in rural Crete
Chronaki, C. E., Lees, P. J., Antonakis, N., et al. (2002) · Computers in cardiology · doi:10.1109/cic.2001.977745 · Cited by 8 · see citing works
Implementation of Health Care Information Systems: Key Factors and the Dynamics of Change
Kouroubali, A., Detmer, D. E., & Walsham, G. (2003) · Cited by 7 · see citing works
Self-citationLeisch, E., Tsiknakis, M., & Orphanoudakis, S. C. (1997) · PubMed · Cited by 6 · see citing works
Self-citationTsiknakis, M., & Saranummi, N. (2005) · PubMed · Cited by 5 · see citing works
Self-citationTsiknakis, M., Katehakis, D. G., Sfakianakis, S. G., et al. (2005) · Journal of Telecommunications and Information Technology · doi:10.26636/jtit.2005.4.348 · Cited by 4 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Health Care Provider Adoption of eHealth: Systematic Literature Review
Li, J., Talaei-Khoei, A., Seale, H., Ray, P., & MacIntyre, C. R. (2013) · interactive Journal of Medical Research · doi:10.2196/ijmr.2468 · Cited by 250 · see citing works
Laka, M., Milazzo, A., & Merlin, T. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18041901 · Cited by 78 · see citing works
Poba-Nzaou, P., Uwizeyemungu, S., Raymond, L., & Paré, G. (2014) · Information Systems Frontiers · doi:10.1007/s10796-012-9361-1 · Cited by 63 · see citing works
Ahmadi, H., Nilashi, M., Shahmoradi, L., Ibrahim, O., Sadoughi, F., Alizadeh, M., & Alizadeh, A. (2018) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2018.05.021 · Cited by 47 · see citing works
Lesselroth, B. J., Yang, J., McConnachie, J., Brenk, T., & Winterbottom, L. (2011) · BMJ Quality & Safety · doi:10.1136/bmjqs.2010.042689 · Cited by 37 · see citing works
Mobile Nursing Information System Utilization: The Task-Technology Fit Perspective
LIN, T.-C. (2014) · CIN Computers Informatics Nursing · doi:10.1097/cin.0000000000000039 · Cited by 32 · see citing works
Hüsers, J., Hübner, U., Esdar, M., Ammenwerth, E., Hackl, W. O., Naumann, L., & Liebe, J. D. (2017) · Journal of Medical Systems · doi:10.1007/s10916-016-0671-6 · Cited by 18 · see citing works
- Authors
- TSIKNAKIS, M., & KOUROUBALI, A.
- Affiliations
- Foundation for Research and Technology Hellas (GR)
- Corresponding author
- TSIKNAKIS, M
- Venue
- International Journal of Medical Informatics
- Publisher
- Elsevier BV
- Published
- 2009-01
- Volume
- 78
- Issue
- 1
- Pages
- 39-52
- ISSN
- 1386-5056 (ISSN-L)
- OpenAlex
- W1965756895
- Cited by
- 167
- References
- 59
- Citations by year
- 2025: 5 · 2024: 4 · 2023: 15 · 2022: 7 · 2021: 11 · 2020: 9 · 2019: 10 · 2018: 14 · 2017: 7 · 2016: 18 · 2015: 12 · 2014: 6 · 2013: 13 · 2012: 17
- FWCI
- 13.17
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- International Journal of Medical Informatics (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Health Professions › Health Information Management › Electronic Health Records Systems
- Social Sciences › Sociology and Political Science › Information Systems Theories and Implementation
- Social Sciences › Decision Sciences › Information Systems and Management › Technology Adoption and User Behaviour
- Keywords
- digital health adoption, health information technology adoption, organizational factors, regional health information networks, health information systems, IT implementation, multilevel interventions, Crete
- MeSH terms
- Computer Simulation, Cooperative Behavior, Emergency Medical Services, Hospital Information Systems, Humans, Medical Informatics, Medical Records, Primary Health Care
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review