Technology Acceptance among Physicians: A New Take on TAM
Abstract
The proliferation of information technology has been a revolutionary force that has increased efficiency and effectiveness in many industries. However, health care organizations, particularly physician practices, are noticeably lagging in the adoption of such technologies. This article provides a systematic review of the literature on physician acceptance of information technology. An overview of the technology acceptance model (TAM) is discussed, and a modified version of this model is proposed. Finally, ideas for testing this new model in a physician setting are presented. By providing a better understanding of physician technology acceptance, this model will inform health care managers about barriers that make physicians hesitant to embrace new technologies designed to increase efficiency and improve quality in a health care setting.
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Physicians and other health care providers differ from users of IT in other TAM studies, and the general health care context differs from the industries where TAM originated.
“Those in health care who advocate the use of TAM commonly point out how different physicians and other health care providers are from the users of IT in other studies of TAM, and how the general health care context differs from that of the industries where TAM originated [30, 32, 58, 61, 96, 98, 100].”
From The Technology Acceptance Model: Its past and its future in health care (2010) · cites this paper as [30]
Most studies conclude that no clear relationships between demographic characteristics and attitudes could be established.
“however, most studies conclude that no clear relationships between these characteristics and attitudes could be established [46, 56, 57].”
From Factors that influence the implementation of e-health: a systematic review of systematic reviews (an update) (2016) · cites this paper as [57]
Cites
User Acceptance of Information Technology: Toward A Unified View1
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003) · MIS Quarterly · doi:10.2307/30036540 · Cited by 45,035 · see citing works
(1980) · Medical Entomology and Zoology · Cited by 25,810 · 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
A meta-analysis of the technology acceptance model
King, W. R., & He, J. (2006) · Information & Management · doi:10.1016/j.im.2006.05.003 · Cited by 2,906 · see citing works
(1984) · PubMed · Cited by 2,436 · see citing works
Examining the technology acceptance model using physician acceptance of telemedicine technology
Hu, P. J., Chau, P. Y. K., Sheng, O. R. L., & Tam, K. Y. (1999) · Journal of Management Information Systems · doi:10.1080/07421222.1999.11518247 · Cited by 1,951 · see citing works
Information technology acceptance by individual professionals: a model comparison approach
Chau, P. Y. K., & Hu, P. J. (2001) · Decision Sciences · doi:10.1111/j.1540-5915.2001.tb00978.x · Cited by 1,409 · see citing works
Testing the technology acceptance model across cultures: A three country study
Straub, D., Keil, M., & Brenner, W. (1997) · Information & Management · doi:10.1016/s0378-7206(97)00026-8 · Cited by 1,246 · see citing works
Yi, M. Y., Jackson, J. D., Park, J. S., & Probst, J. C. (2006) · Information & Management · doi:10.1016/j.im.2005.08.006 · Cited by 1,139 · see citing works
Extending the technology acceptance model: the influence of perceived user resources
Mathieson, K., Peacock, E., & Chin, W. W. (2001) · ACM SIGMIS Database: the DATABASE for Advances in Information Systems · doi:10.1145/506724.506730 · Cited by 1,099 · 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
An extension of the technology acceptance model in an ERP implementation environment
Amoako-Gyampah, K., & Salam, A. F. (2004) · Information & Management · doi:10.1016/j.im.2003.08.010 · Cited by 922 · see citing works
Physicians’ Use Of Electronic Medical Records: Barriers And Solutions
Miller, R. H., & Sim, I. (2004) · Health Affairs · doi:10.1377/hlthaff.23.2.116 · Cited by 869 · see citing works
Proceedings of the 56th Hawaii International Conference on System Sciences
(2023) · Hawaii International Conference on System Sciences (HICSS) · doi:10.24251/hicss.2023.000 · Cited by 754 · see citing works
Chau, P. Y. K., & Hu, P. J. (2002) · Journal of Management Information Systems · doi:10.1080/07421222.2002.11045699 · Cited by 707 · see citing works
The Technology Acceptance Model: A Meta-Analysis of Empirical Findings
Ma, Q., & Liu, L. (2004) · Journal of Organizational and End User Computing · doi:10.4018/joeuc.2004010104 · Cited by 660 · cited 9× · see citing works
“Although other predictive models exist, the TAM is the most widely recognized model of behavioral intention in the information systems literature (Ma and Liu 2004).”
BackgroundMethodInfluentialIt's all about attitude: revisiting the technology acceptance model
Yang, H.-D., & Yoo, Y. (2004) · Decision Support Systems · doi:10.1016/s0167-9236(03)00062-9 · Cited by 578 · see citing works
Technology acceptance model for internet banking: an invariance analysis
Lai, V. S. K., & Li, H. (2004) · Information & Management · doi:10.1016/j.im.2004.01.007 · Cited by 502 · see citing works
The mediation of external variables in the technology acceptance model
Burton‐Jones, A., & Hubona, G. S. (2006) · Information & Management · doi:10.1016/j.im.2006.03.007 · Cited by 465 · see citing works
Poon, E. G., Blumenthal, D., Jaggi, T., Honour, M. M., Bates, D. W., & Kaushal, R. (2004) · Health Affairs · doi:10.1377/hlthaff.23.4.184 · Cited by 408 · see citing works
Gagnon, M.-P., Godin, G., Gagné, C., Fortin, J.-P., Lamothe, L., Reinharz, D., & Cloutier, A. (2003) · International Journal of Medical Informatics · doi:10.1016/s1386-5056(03)00094-7 · Cited by 304 · see citing works
Does the extended technology acceptance model apply to physicians
Chismar, W. G., & Wiley-Patton, S. (2003) · Hawaii International Conference on System Sciences (HICSS) · doi:10.1109/hicss.2003.1174354 · Cited by 302 · see citing works
Computerized Physician Order Entry in U.S. Hospitals: Results of a 2002 Survey
Ash, J. S. (2003) · Journal of the American Medical Informatics Association · doi:10.1197/jamia.m1427 · Cited by 295 · see citing works
Bodenheimer, T. S., & Grumbach, K. (2003) · JAMA · doi:10.1001/jama.290.2.259 · Cited by 272 · see citing works
Applying the technology acceptance model to the online retailing of financial services
Mckechnie, S. A., Winklhofer, H. M., & Ennew, C. (2006) · International Journal of Retail & Distribution Management · doi:10.1108/09590550610660297 · Cited by 271 · see citing works
Implementation of Physician Order Entry: User Satisfaction and Self-Reported usage Patterns
Lee, F., Teich, J. M., Spurr, C. D., & Bates, D. W. (1996) · Journal of the American Medical Informatics Association · doi:10.1136/jamia.1996.96342648 · Cited by 261 · see citing works
Hwang, Y. (2005) · European Journal of Information Systems · doi:10.1057/palgrave.ejis.3000532 · Cited by 252 · see citing works
Overhage, J. M., Perkins, S., Tierney, W. M., & McDonald, C. J. (2001) · Journal of the American Medical Informatics Association · doi:10.1136/jamia.2001.0080361 · Cited by 232 · see citing works
Rose, G. M., & Straub, D. W. (1998) · Journal of Global Information Management · doi:10.4018/jgim.1998070104 · Cited by 228 · see citing works
Computerized Physician Order Entry: Helpful or Harmful?
Berger, R. G. (2003) · Journal of the American Medical Informatics Association · doi:10.1197/jamia.m1411 · Cited by 223 · see citing works
Pare, G., Sicotte, C., & Jacques, H. (2006) · Journal of the American Medical Informatics Association · doi:10.1197/jamia.m1930 · Cited by 222 · see citing works
Mechanic, D. (2003) · JAMA · doi:10.1001/jama.290.7.941 · Cited by 219 · see citing works
Patients, Physicians, And The Internet
Kassirer, J. P. (2000) · Health Affairs · doi:10.1377/hlthaff.19.6.115 · Cited by 212 · see citing works
Sales force use of technology: antecedents to technology acceptance
Robinson, L., Marshall, G. W., & Stamps, M. B. (2005) · Journal of Business Research · doi:10.1016/j.jbusres.2004.07.010 · Cited by 203 · see citing works
Leadership styles in technology acceptance: do followers practice what leaders preach?
Schepers, J., Wetzels, M. G. M., & de Ruyter, K. (2005) · Managing Service Quality · doi:10.1108/09604520510633998 · Cited by 200 · see citing works
INTELLIGENCE AND JOB SATISFACTION.
Ganzach, Y. (1998) · Academy of Management Journal · doi:10.2307/256940 · Cited by 199 · see citing works
Doctors' experience with handheld computers in clinical practice: qualitative study
McAlearney, A. S., Schweikhart, S. B., & Medow, M. A. (2004) · BMJ · doi:10.1136/bmj.328.7449.1162 · Cited by 187 · see citing works
A Cross-site Qualitative Study of Physician Order Entry
Ash, J. S., Gorman, P., Lavelle, M., Payne, T. H., Massaro, T. A., Frantz, G. L., & Lyman, J. A. (2003) · Journal of the American Medical Informatics Association · doi:10.1197/jamia.m770 · Cited by 184 · see citing works
The Applicability of TAM Outside North America
Al‐Gahtani, S. S. (2001) · Information Resources Management Journal · doi:10.4018/irmj.2001070104 · Cited by 180 · see citing works
Sidorov, J. E. (2006) · Health Affairs · doi:10.1377/hlthaff.25.4.1079 · Cited by 177 · see citing works
An Examination of the Technology Acceptance Model in Uruguay and the US: A Focus on Culture
McCoy, S., Everard, A., & Jones, B. (2005) · Journal of Global Information Technology Management · doi:10.1080/1097198x.2005.10856395 · Cited by 173 · see citing works
Information technologies: when will they make it into physicians' black bags?
Audet, A., Doty, M. M., Peugh, J., Shamasdin, J., Zapert, K., & Schoenbaum, S. C. (2004) · PubMed Central · Cited by 153 · see citing works
Electronic Medical Records: Are Physicians Ready?
Dansky, K. H., Gamm, L. D., Vasey, J. J., & Barsukiewicz, C. K. (1999) · Journal of Healthcare Management · doi:10.1097/00115514-199911000-00007 · Cited by 118 · see citing works
Determining the Intention to Use Biometric Devices
James, T. L., Pirim, T., Boswell, K., Reithel, B. J., & Barkhi, R. (2006) · Journal of Organizational and End User Computing · doi:10.4018/joeuc.2006070101 · Cited by 105 · see citing works
The role of exogenous factors in technology acceptance: The case of object-oriented technology
Lee, S. M., Kim, I., Rhee, S., & Trimi, S. (2006) · Information & Management · doi:10.1016/j.im.2005.11.004 · Cited by 101 · see citing works
The Role of Impulsiveness in a TAM-Based Online Purchasing Behavior
Zhang, X., Prybutok, V. R., & Koh, C. E. (2006) · Information Resources Management Journal · doi:10.4018/irmj.2006040104 · Cited by 100 · see citing works
Toward a theoretical approach to medical error reporting system research and design
Karsh, B.-T., Escoto, K. H., Beasley, J. W., & Holden, R. J. (2006) · Applied Ergonomics · doi:10.1016/j.apergo.2005.07.003 · Cited by 98 · see citing works
Physician acceptance of telemedicine technology: an empirical investigation.
Hu, P. J., & Chau, P. Y. K. (1999) · PubMed · Cited by 81 · see citing works
User Acceptance of Voice Recognition Technology
Simon, S. J., & Paper, D. J. (2007) · Journal of Organizational and End User Computing · doi:10.4018/joeuc.2007010102 · Cited by 81 · see citing works
The relationship between performance in dynamic systems and intelligence
Wittmann, W. W., & Hattrup, K. (2004) · Systems Research and Behavioral Science · doi:10.1002/sres.653 · Cited by 72 · see citing works
The impact of service level on the acceptance of application service oriented medical records
Liu, L., & Ma, Q. (2005) · Information & Management · doi:10.1016/j.im.2004.12.004 · Cited by 59 · see citing works
Vaporware.com: The Failed Promise Of The Health Care Internet
Kleinke, J. D. (2000) · Health Affairs · doi:10.1377/hlthaff.19.6.57 · Cited by 40 · see citing works
A Batch Means Methodology for Estimation of a Nonlinear Function of a Steady-State Mean
Muñoz, D. F., & Glynn, P. W. (1997) · Management Science · doi:10.1287/mnsc.43.8.1121 · Cited by 35 · see citing works
Weinstein, M. L., & Korman, L. Y. (2002) · Gastrointestinal Endoscopy Clinics of North America · doi:10.1016/s1052-5157(01)00012-5 · Cited by 30 · see citing works
Prospective evaluation of an internet-linked handheld computer critical care knowledge access system
Lapinsky, S. E., Wax, R. S., Showalter, R., Martinez-Motta, J. C., Hallett, D. C., Mehta, S., Burry, L. D., & Stewart, T. E. (2004) · Critical Care · doi:10.1186/cc2967 · Cited by 28 · see citing works
Handheld computers in medicine: the way forward
Horsley, A. R., & Forster, L. (2005) · Postgraduate Medical Journal · doi:10.1136/pgmj.2004.029793 · Cited by 19 · see citing works
Do GPs use electronic mental health resources? A qualitative study
Austin, D., Pier, C., Mitchell, J., Schattner, P. L., Wade, V., Pierce, D., & Klein, B. (2006) · PubMed · doi:10.25916/sut.26285425 · Cited by 14 · see citing works
Impact of Practice Arrangements on Physicians' Satisfaction
Nixon, R. L., & Jaramillo, F. (2003) · Hospital Topics · doi:10.1080/00185860309598030 · Cited by 13 · see citing works
'Concierge' medicine. Who really pays for gold standard access to doctors?
Meyers, S. V. (2003) · PubMed · Cited by 6 · see citing works
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Holden, R. J., & Karsh, B.-T. (2010) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2009.07.002 · Cited by 2,669 · see citing works
The Impact of eHealth on the Quality and Safety of Health Care: A Systematic Overview
Black, A. D., Car, J., Pagliari, C., Anandan, C., Cresswell, K., Bokun, T., McKinstry, B., Procter, R., Majeed, A., & Sheikh, A. (2011) · PLoS Medicine · doi:10.1371/journal.pmed.1000387 · Cited by 1,442 · see citing works
Ross, J., Stevenson, F., Lau, R., & Murray, E. (2016) · Implementation Science · doi:10.1186/s13012-016-0510-7 · Cited by 1,011 · see citing works
Kamal, S. A., Shafiq, M., & Kakria, P. (2019) · Technology in Society · doi:10.1016/j.techsoc.2019.101212 · Cited by 959 · see citing works
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Rahimi, B., Nadri, H., Lotfnezhad Afshar, H., & Timpka, T. (2018) · Applied Clinical Informatics · doi:10.1055/s-0038-1668091 · Cited by 688 · see citing works
Gagnon, M.-P., Desmartis, M., Labrecque, M., Car, J., Pagliari, C., Pluye, P., Frémont, P., Gagnon, J., Tremblay, N., & Légaré, F. (2012) · Journal of Medical Systems · doi:10.1007/s10916-010-9473-4 · Cited by 637 · see citing works
Mair, F. S., May, C., O’Donnell, C., Finch, T., Sullivan, F., & Murray, E. (2012) · Bulletin of the World Health Organization · doi:10.2471/blt.11.099424 · Cited by 553 · 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
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Anderson, K., Burford, O., & Emmerton, L. (2016) · PLOS ONE · doi:10.1371/journal.pone.0156164 · Cited by 502 · see citing works
McGinn, C. A., Grenier, S., Duplantie, J., Shaw, N., Sicotte, C., Mathieu, L., Leduc, Y., Légaré, F., & Gagnon, M.-P. (2011) · BMC Medicine · doi:10.1186/1741-7015-9-46 · Cited by 393 · see citing works
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Chow, M. C. M., Herold, D. K., Choo, T.-M., & Chan, K. (2012) · Computers & Education · doi:10.1016/j.compedu.2012.05.011 · Cited by 320 · see citing works
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May, C. R., Finch, T. L., Cornford, J., Exley, C., Gately, C., Kirk, S., Jenkings, K. N., Osbourne, J., Robinson, A. L., Rogers, A., et al. (2011) · BMC Health Services Research · doi:10.1186/1472-6963-11-131 · Cited by 220 · see citing works
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Level of intrinsic motivation of distance education students in e‐learning environments
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Big data management in healthcare: Adoption challenges and implications
Chen, P.-T., Lin, C.-L., & Wu, W.-N. (2020) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2020.102078 · Cited by 178 · see citing works
BenMessaoud, C., Kharrazi, H. H. K., & MacDorman, K. F. (2011) · PLoS ONE · doi:10.1371/journal.pone.0016395 · Cited by 175 · see citing works
Predictive factors of physicians’ satisfaction with telemedicine services acceptance
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Ward, R. (2013) · Health Policy and Technology · doi:10.1016/j.hlpt.2013.07.002 · Cited by 126 · see citing works
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O'Donnell, A. J., Kaner, E., Shaw, C., & Haighton, C. (2018) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-018-0703-x · Cited by 112 · see citing works
The Determinants of M-Health Adoption in Developing Countries: An Empirical Investigation
Alaiad, A., Alsharo, M., & Alnsour, Y. (2019) · Applied Clinical Informatics · doi:10.1055/s-0039-1697906 · Cited by 115 · see citing works
Khasawneh, O. Y. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.07.007 · Cited by 105 · see citing works
Orruño, E., Gagnon, M. P., Asua, J., & Abdeljelil, A. B. (2011) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2011.101101 · Cited by 105 · see citing works
Integration of a nationally procured electronic health record system into user work practices
Cresswell, K. M., Worth, A., & Sheikh, A. (2012) · BMC Medical Informatics and Decision Making · doi:10.1186/1472-6947-12-15 · Cited by 102 · see citing works
Predicting Nurses’ Use of Healthcare Technology Using the Technology Acceptance Model
Strudwick, G. (2015) · CIN Computers Informatics Nursing · doi:10.1097/cin.0000000000000142 · Cited by 98 · see citing works
Healthcare professional acceptance of telemonitoring for chronic care patients in primary care
Asua, J., Orruño, E., Reviriego, E., & Gagnon, M. P. (2012) · BMC Medical Informatics and Decision Making · doi:10.1186/1472-6947-12-139 · Cited by 93 · see citing works
Ko, M. J., Wagner, L. M., & Spetz, J. (2018) · Inquiry : a journal of medical care organization, provision and financing · doi:10.1177/0046958018778902 · Cited by 85 · see citing works
Explaining physicians' use of EMR systems and performance in the shakedown phase
Sykes, T. A., Venkatesh, V., & Rai, A. (2011) · Journal of the American Medical Informatics Association · doi:10.1136/jamia.2010.009316 · Cited by 92 · see citing works
User acceptance factors of hospital information systems and related technologies: Systematic review
Handayani, P. W., Hidayanto, A. N., & Budi, I. D. (2017) · Informatics for Health and Social Care · doi:10.1080/17538157.2017.1353999 · Cited by 88 · see citing works
Theoretical Perspectives of Adherence to Web-Based Interventions: a Scoping Review
Ryan, C., Bergin, M., & Wells, J. S. (2018) · International Journal of Behavioral Medicine · doi:10.1007/s12529-017-9678-8 · Cited by 86 · see citing works
Patients’ experiences of eHealth in palliative care: an integrative review
Widberg, C., Wiklund, B., & Klarare, A. (2020) · BMC Palliative Care · doi:10.1186/s12904-020-00667-1 · Cited by 85 · see citing works
Chen, S., Liu, S.-C., Li, S.-H., & Yen, D. C. (2013) · Journal of Medical Systems · doi:10.1007/s10916-013-9981-0 · Cited by 87 · see citing works
Understanding the implementation and integration of e-health services
Mair, F., May, C., Finch, T., Murray, E., Anderson, G. K., Sullivan, F., O'Donnell, C., Wallace, P., & Epstein, O. (2007) · Journal of Telemedicine and Telecare · doi:10.1258/135763307781645112 · Cited by 105 · see citing works
EMR continuance usage intention of healthcare professionals
Gilani, M. S., Iranmanesh, M., Nikbin, D., & Zailani, S. H. M. (2016) · Informatics for Health and Social Care · doi:10.3109/17538157.2016.1160245 · Cited by 82 · see citing works
External Factors in Hospital Information System (HIS) Adoption Model: A Case on Malaysia
Lee, H. W., Ramayah, T., & Zakaria, N. (2011) · Journal of Medical Systems · doi:10.1007/s10916-011-9675-4 · Cited by 79 · see citing works
A model for the adoption of ICT by health workers in Africa
Jimoh, L., Pate, M. A., Lin, L., & Schulman, K. A. (2012) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2012.08.005 · Cited by 78 · see citing works
Hsiao, J.-L., & Chen, R.-F. (2015) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-016-0241-3 · Cited by 76 · see citing works
Cheng, Y. (2020) · Journal of Enterprise Information Management · doi:10.1108/jeim-12-2019-0401 · Cited by 83 · see citing works
van der Zande, M. M., Gorter, R. C., & Wismeijer, D. (2013) · BDJ · doi:10.1038/sj.bdj.2013.1146 · Cited by 73 · see citing works
Aldosari, B. (2012) · BMC Medical Informatics and Decision Making · doi:10.1186/1472-6947-12-44 · Cited by 74 · see citing works
Holden, R. J., Asan, O., Wozniak, E. M., Flynn, K. E., & Scanlon, M. C. (2016) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-016-0388-y · Cited by 85 · see citing works
Holden, R. J., Brown, R., Scanlon, M. C., & Karsh, B. (2012) · Journal of the American Medical Informatics Association · doi:10.1136/amiajnl-2011-000754 · Cited by 73 · see citing works
A Study of Factors Affecting Acceptance of Hospital Information Systems
Hsiao, J.-L., Chang, H.-C., & Chen, R.-F. (2011) · Journal of Nursing Research · doi:10.1097/jnr.0b013e31821cbb25 · Cited by 75 · see citing works
Hadadgar, A., Changiz, T., Masiello, I., Dehghani, Z., Mirshahzadeh, N., & Zary, N. (2016) · BMC Medical Education · doi:10.1186/s12909-016-0738-6 · Cited by 68 · see citing works
Gilbert, A. W., Jaggi, A., & May, C. R. (2017) · Physiotherapy · doi:10.1016/j.physio.2017.11.217 · Cited by 65 · see citing works
3D printing for congenital heart disease: a single site’s initial three-yearexperience
Ryan, J. R., Plasencia, J. D., Richardson, R. R., Velez, D. A., Nigro, J. J., Pophal, S. G., & Frakes, D. H. (2018) · 3D Printing in Medicine · doi:10.1186/s41205-018-0033-8 · Cited by 62 · see citing works
Information technology acceptance in health information management
Abdekhoda, M., Dehnad, A., Hosseini, A. F., & Ahmadi, M. (2014) · Methods of Information in Medicine · doi:10.3414/me13-01-0079 · Cited by 60 · see citing works
Adoption and Use of Digital Technologies among General Dental Practitioners in the Netherlands
van der Zande, M. M., Gorter, R. C., Aartman, I. H. A., & Wismeijer, D. (2015) · PLoS ONE · doi:10.1371/journal.pone.0120725 · Cited by 61 · see citing works
Shahmoradi, L., Safdari, R., Ahmadi, H., & Zahmatkeshan, M. (2021) · Medical Journal of the Islamic Republic of Iran · doi:10.47176/mjiri.35.27 · Cited by 69 · see citing works
Cresswell, K. M., Morrison, Z., Crowe, S., Robertson, A. R. R., & Sheikh, A. (2011) · Journal of Innovation in Health Informatics · doi:10.14236/jhi.v19i4.814 · Cited by 62 · see citing works
Ndayishimiye, C., Lopes, H., & Middleton, J. (2023) · Health and Technology · doi:10.1007/s12553-023-00725-7 · Cited by 65 · see citing works
Bhatiasevi, V., & Naglis, M. (2015) · Education and Information Technologies · doi:10.1007/s10639-015-9376-6 · Cited by 60 · see citing works
Specifics of medical data mining for diagnosis aid: A survey
Itani, S., Lecron, F., & Fortemps, P. (2018) · Expert Systems with Applications · doi:10.1016/j.eswa.2018.09.056 · Cited by 60 · see citing works
Ifinedo, P. (2015) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2015.12.012 · Cited by 59 · see citing works
Varabyova, Y., Blankart, C. R., Greer, A. L., & Schreyögg, J. (2017) · Health Policy · doi:10.1016/j.healthpol.2017.01.005 · Cited by 59 · see citing works
Maiorana, A., Steward, W. T., Koester, K. A., Pearson, C., Shade, S. B., Chakravarty, D., & Myers, J. J. (2012) · Implementation Science · doi:10.1186/1748-5908-7-34 · Cited by 56 · see citing works
Arning, K., & Ziefle, M. (2015) · Lecture notes in computer science · doi:10.1007/978-3-319-19312-0_13 · Cited by 56 · see citing works
Atwal, A., Money, A., & Harvey, M. (2014) · Journal of Medical Internet Research · doi:10.2196/jmir.3723 · Cited by 52 · see citing works
Terry, A. L., Brown, J. B., Denomme, L. B., Thind, A., & Stewart, M. (2012) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2012.04.110089 · Cited by 55 · see citing works
Money, A., Atwal, A., Young, K. L., Day, Y., Wilson, L., & Money, K. G. (2015) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-015-0190-2 · Cited by 53 · see citing works
Factors Associated with the Use of a Teleconsultation System in Brazilian Primary Care
Alkmim, M. B. M., Marcolino, M. S., Figueira, R. M., Sousa, L., Nunes, M. S., Cardoso, C. S., & Ribeiro, A. L. (2015) · Telemedicine and e-Health · doi:10.1089/tmj.2014.0112 · Cited by 51 · see citing works
Klingberg, A., Sawe, H. R., Hammar, U., Wallis, L. A., & Hasselberg, M. (2019) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2019.0048 · Cited by 53 · see citing works
Zhang, X., Guo, X., Guo, F., & Lai, K. (2014) · Technology and Health Care · doi:10.3233/thc-140811 · Cited by 49 · see citing works
Nemati‐Anaraki, L., & Babalhavaeji, F. (2013) · The Electronic Library · doi:10.1108/02640471311299146 · Cited by 50 · see citing works
Keenan, J., Poland, F. M., Manthorpe, J., Hart, C., & Moniz-Cook, E. D. (2018) · Dementia · doi:10.1177/1471301218803195 · Cited by 50 · see citing works
Ben-Zion, R., Pliskin, N., & Fink, L. (2014) · Information Systems Management · doi:10.1080/10580530.2014.958024 · Cited by 47 · see citing works
Natoli, L., Guy, R., Shephard, M. D. S., Causer, L. M., Badman, S. G., Hengel, B., Tangey, A., Ward, J. S., Coburn, T., Anderson, D. A., et al. (2015) · PLoS ONE · doi:10.1371/journal.pone.0145993 · Cited by 47 · see citing works
RFID Continuance Usage Intention in Health Care Industry
Iranmanesh, M., Zailani, S. H. M., & Nikbin, D. (2017) · Quality Management in Health Care · doi:10.1097/qmh.0000000000000134 · Cited by 47 · see citing works
- Authors
- Yarbrough, A. K., & Smith, T. B.
- Affiliations
- University of Florida (US)
- University of Alabama at Birmingham (US)
- Corresponding author
- Yarbrough, Amy K.
- ORCID
- Smith, Todd B.
- Venue
- Medical Care Research and Review
- Publisher
- SAGE Publications
- Published
- 2007-12
- Volume
- 64
- Issue
- 6
- Pages
- 650-672
- ISSN
- 1077-5587 (ISSN-L)
- 1552-6801
- OpenAlex
- W2047540630
- Semantic Scholar
- a1690fa95a5606c43985889bdb0affe3764e5416
- Cited by
- 482
- References
- 60
- Citations by year
- 2026: 13 · 2025: 21 · 2024: 25 · 2023: 21 · 2022: 21 · 2021: 32 · 2020: 35 · 2019: 34 · 2018: 36 · 2017: 22 · 2016: 23 · 2015: 37 · 2014: 31 · 2013: 36 · 2012: 30
- FWCI
- 26.52
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Medical Care Research and Review (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › Information Systems and Management › Technology Adoption and User Behaviour
- Health Sciences › Health Professions › Health Information Management › Electronic Health Records Systems
- Social Sciences › Sociology and Political Science › Information Systems Theories and Implementation
- Keywords
- technology acceptance, physicians, information technology adoption, technology acceptance model, physician practice, health information technology, technology adoption barriers, health care efficiency, quality of care
- MeSH terms
- Attitude to Computers, Diffusion of Innovation, Humans, Models, Theoretical, Physicians
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