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Promise of and Potential for Patient-Facing Technologies to Enable Meaningful Use
Open accessAbstract
Patients are using healthcare technologies for a variety of reasons. Recently, the Meaningful-Use rule was released by the Centers for Medicare and Medicaid Services, providing some initial guidance for patient-facing technologies. There needs to be more of an understanding of patients' needs and how these technologies can be utilized effectively. This article provides a framework for organizing patient-facing technologies into categories of meaningful use, and how these technologies can improve healthcare quality, safety, and population health. Barriers to achieving meaningful use of HIT and unintended consequences of patient-facing technologies are discussed. The success of healthcare reform is predicated on achieving improved health outcomes and reduced costs, which can be accomplished only by activating patients to become more engaged in their own care. Patient-facing technologies are likely to play a critical role in supporting patients to become more informed and activated and may also improve efficiencies. Further research is needed to identify the most useful and effective technologies for patients.
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1 retracted
Interactive Health Communication Applications for people with chronic disease
Murray, E., Burns, J., Tai, S. S., Lai, R., & Nazareth, I. (2004) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004274.pub2 · Cited by 56
RetractedCrossing the Quality Chasm: A New Health System for the 21st Century
Baker, A. (2001) · BMJ · doi:10.1136/bmj.323.7322.1192 · Cited by 10,779
Hibbard, J. H., Stockard, J., Mahoney, E. R., & Tusler, M. (2004) · Health Services Research · doi:10.1111/j.1475-6773.2004.00269.x · Cited by 2,748
The Delivery of Public Health Interventions via the Internet: Actualizing Their Potential
Bennett, G. G., & Glasgow, R. E. (2009) · Annual Review of Public Health · doi:10.1146/annurev.publhealth.031308.100235 · Cited by 800
Interactive Health Communication Applications for people with chronic disease
Murray, E., Burns, J., See Tai, S., Lai, R., & Nazareth, I. (2005) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004274.pub4 · Cited by 722
Tate, D. F., Jackvony, E. H., & Wing, R. R. (2003) · JAMA · doi:10.1001/jama.289.14.1833 · Cited by 666
Green, B. B. (2008) · JAMA · doi:10.1001/jama.299.24.2857 · Cited by 653
Structured telephone support or telemonitoring programmes for patients with chronic heart failure
Inglis, S. C., Clark, R. A., McAlister, F. A., Ball, J., Lewinter, C., Cullington, D., Stewart, S., & Cleland, J. G. (2010) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd007228.pub2 · Cited by 614
Sharing Health Data for Better Outcomes on PatientsLikeMe
Wicks, P., Massagli, M., Frost, J., Brownstein, C., Okun, S., Vaughan, T., Bradley, R., & Heywood, J. (2010) · Journal of Medical Internet Research · doi:10.2196/jmir.1549 · Cited by 603
Impact of a patient-centered, computer-based health information/support system
Gustafson, D. (1999) · American Journal of Preventive Medicine · doi:10.1016/s0749-3797(98)00108-1 · Cited by 461
Flagged first, then by citations
Research works printed but not linked: 4
- Fox, 2009, The social life of health information: Americans' pursuit of health takes place within a widening network of both online and offline sources, Pew Internet & American Life
- Dyson, 2009, Why participatory medicine?, Journal of Participatory Medicine, 1
- Woods, 2010, VA Rural Health Research Conference, Portland ME
- Ahern, 2009, eHealth for employee health and wellness: optimizing plan design and incentive management, in ACSM's Worksite Health Handbook: a guide to building healthy and productive companies, Human Kinetics, Inc, 248
Cited by
Sorted by citations
Items 101–189 of 189
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Zhang, Z., Kmoth, L., Luo, X., & He, Z. (2021) · JMIR Human Factors · doi:10.2196/26017 · Cited by 12
Birth Plans: Encouraging Patient Engagement
Waller-Wise, R. (2016) · The Journal of Perinatal Education · doi:10.1891/1058-1243.25.4.215 · Cited by 12
Web-based patient portal access in an orthopedic adult reconstruction patient population
Kolodychuk, N. L., Wong, M., Chimento, G. F., Adams, T. M., Gastañaduy, M., & Waddell, B. S. (2019) · Arthroplasty Today · doi:10.1016/j.artd.2019.01.004 · Cited by 12
Direct patient access to test results: implications for the laboratory
O’Kane, M. (2015) · Annals of Clinical Biochemistry International Journal of Laboratory Medicine · doi:10.1177/0004563215590452 · Cited by 12
Understanding Who Benefits at Each Step in an Internet-Based Diabetes Self-Management Program
Glasgow, R. E., Strycker, L. A., King, D. K., & Toobert, D. J. (2013) · Medical Decision Making · doi:10.1177/0272989x13498156 · Cited by 11
Patient numeracy: what do patients need to recognize, think, or do with health numbers?
Zikmund‐Fisher, B. J., Mayman, G., & Fagerlin, A. (2014) · Cambridge University Press eBooks · doi:10.1017/cbo9781139644358.005 · Cited by 11
Building an Integrated Patient Information System for a Healthcare Network
Kapoor, B. L., & Kleinbart, M. (2012) · Journal of Cases on Information Technology · doi:10.4018/jcit.2012040103 · Cited by 11
Cyberinfrastructure for Consumer Health
Shaikh, A. R., Das, I. P., Vinson, C., & Spring, B. J. (2011) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2011.02.012 · Cited by 10
Content Analysis: First-Time Patient User Challenges with Top-Rated Commercial Diabetes Apps
Fu, H. N. C., Jin, D., & Adam, T. J. (2021) · Telemedicine and e-Health · doi:10.1089/tmj.2020.0128 · Cited by 10
Consumer Health Informatics: Engaging and Empowering Patients and Families
Pandita, D. (2022) · Springer eBooks · doi:10.1007/978-3-030-93765-2_24 · Cited by 10
Baird, A. M., Raghu, T. S., North, F., & Edwards, F. D. (2013) · Health Systems · doi:10.1057/hs.2013.13 · Cited by 10
Jensen, R. E., Gummerson, S. P., & Chung, A. E. (2016) · Journal of Oncology Practice · doi:10.1200/jop.2016.015685 · Cited by 9
Visualisation of Information Using Patient Journey Maps for a Mobile Health Application
Lee, B., Lee, J., Cho, Y., Shin, Y., Oh, C., Park, H., & Kim, H. K. (2023) · Applied Sciences · doi:10.3390/app13106067 · Cited by 9
Jiang, Y., Hwang, M., Cho, Y., Friese, C. R., Hawley, S. T., Manojlovich, M., Krauss, J. C., & Gong, Y. (2024) · Journal of Medical Internet Research · doi:10.2196/47685 · Cited by 9
Accreditation and Regulatory Implications of Electronic Health Records for Laboratory Reporting
Castellani, W. J., Sinard, J. H., Wilkerson, M. L., Whitsitt, M. S., & Henricks, W. H. (2015) · Archives of Pathology & Laboratory Medicine · doi:10.5858/arpa.2013-0713-so · Cited by 8
McNicol, L., Hutchinson, A. F., Wood, B., Botti, M. A., & Redley, B. (2018) · Patient Experience Journal · doi:10.35680/2372-0247.1213 · Cited by 9
Gao, F., Thiebes, S., & Sunyaev, A. (2016) · Hawaii International Conference on System Sciences (HICSS) · doi:10.1109/hicss.2016.125 · Cited by 8
Patient-facing Technology for Identification of COPD in Primary Care
Ahern, D. K., Parker, D. R., Eaton, C. B., Rafferty, C., Wroblewski, J. P., & Goldman, R. E. (2016) · Journal of Innovation in Health Informatics · doi:10.14236/jhi.v23i2.824 · Cited by 8
Self-citationGreenberg, A. J., Serrano, K. J., Thai, C. L., Blake, K. D., Moser, R. P., Hesse, B. W., & Ahern, D. K. (2016) · Health Policy and Technology · doi:10.1016/j.hlpt.2016.08.003 · Cited by 8
Self-citationKorngiebel, D. M., West, K. M., & Burke, W. (2017) · Journal of Genetic Counseling · doi:10.1007/s10897-017-0179-3 · Cited by 7
Glasgow, R. E., Kurz, D., Dickman, J. M., Osuna, D., Strycker, L. A., & King, D. K. (2012) · Translational Behavioral Medicine · doi:10.1007/s13142-012-0109-8 · Cited by 8
Facilitating Organizational Change to Accommodate an Inpatient Portal
Walker, D. M., Gaughan, A. A., Fareed, N., Moffatt, S. D., & McAlearney, A. S. (2019) · Applied Clinical Informatics · doi:10.1055/s-0039-1700867 · Cited by 7
Slevin, P., Kessie, T., Cullen, J., Butler, M. W., Donnelly, S. C., & Caulfield, B. (2021) · Health Informatics Journal · doi:10.1177/1460458221994888 · Cited by 8
Alshoumr, B. M., Yu, P., Hailey, D. M., Bindayel, F., Alanazi, S., & Alshammary, S. (2021) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2021.104398 · Cited by 7
Individualization of Drug Dosage
Peeriga, R. (2024) · Springer eBooks · doi:10.1007/978-981-97-4283-7_6 · Cited by 6
Henry, S. B., Dykes, P. C., Rossetti, S. C., & Ozbolt, J. G. (2021) · Springer eBooks · doi:10.1007/978-3-030-58721-5_17 · Cited by 6
Towards a deeper understanding of meaningful use in electronic health records
Joneidy, S., & Burke, M. E. (2018) · Health Information & Libraries Journal · doi:10.1111/hir.12233 · Cited by 6
Knisely, B. M., Vaughn-Cooke, M., Wagner, L.-A., & Fink, J. C. (2021) · User Modeling and User-Adapted Interaction · doi:10.1007/s11257-021-09305-8 · Cited by 6
Asagbra, O. E., Burch, A. E., & Chivela, F. L. (2023) · Health Informatics Journal · doi:10.1177/14604582231154478 · Cited by 6
The Adoption and Use of Tethered Electronic Personal Health Records for Health Management
Alzahrani, S., & Daim, T. U. (2019) · Innovation, technology and knowledge management · doi:10.1007/978-3-030-15409-7_4 · Cited by 5
Ahern, D. K., Braun, I. M., Cooley, M. E., & Bickmore, T. (2016) · Elsevier eBooks · doi:10.1016/b978-0-12-802115-6.00012-4 · Cited by 5
Self-citationRandhawa, G. S., Ahern, D. K., & Hesse, B. W. (2016) · Health Policy and Technology · doi:10.1016/j.hlpt.2016.08.001 · Cited by 6
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Beckjord, E., Ahern, D. K., & Hesse, B. (2019) · Consumer Informatics and Digital Health · doi:10.1007/978-3-319-96906-0_13 · Cited by 4
Self-citationSelecting patient-reported outcome measures for a patient-facing technology
Raj, P., Cho, Y., Jiang, Y., & Gong, Y. (2023) · JAMIA Open · doi:10.1093/jamiaopen/ooad104 · Cited by 4
Patient Engagement with Online Portals and Online Radiology Results
McFarland, J. A., Huang, J., Li, Y., Gunn, A. J., & Morgan, D. E. (2022) · Current Problems in Diagnostic Radiology · doi:10.1067/j.cpradiol.2022.07.012 · Cited by 4
Danis, C. M. (2015) · Health informatics · doi:10.1007/978-3-319-20765-0_10 · Cited by 4
Social and Consumer Informatics
Greaves, F., & Rozenblum, R. (2017) · Elsevier eBooks · doi:10.1016/b978-0-12-809523-2.00018-2 · Cited by 4
Sheridan, S., Donahue, K. E., & Brenner, A. T. (2018) · Patient Education and Counseling · doi:10.1016/j.pec.2018.05.014 · Cited by 5
Development of a Smart e-Health Portal for Chronic Disease Management
Haddad, M., & Chetty, G. (2012) · Lecture notes in computer science · doi:10.1007/978-3-642-33065-0_30 · Cited by 5
McCormick, S. A., Cukic, I., Alexanders, J., Yeowell, G., Fatoye, F., Kelly, B. M., Fitzgerald, V., Cable, N. T., Doherty, P., Deniszczyc, D., et al. (2025) · BMJ Public Health · doi:10.1136/bmjph-2024-002322 · Cited by 3
Ozbolt, J. G., Henry, S. B., & Dykes, P. C. (2013) · Springer eBooks · doi:10.1007/978-1-4471-4474-8_15 · Cited by 3
Design and implementation of a prototype radiotherapy menu in a patient portal
O'Sullivan‐Steben, K., Galarneau, L., Judd, S., Laizner, A. M., Williams, T., & Kildea, J. (2023) · Journal of Applied Clinical Medical Physics · doi:10.1002/acm2.14201 · Cited by 3
The Role of Health Marketing in the Dissemination of AI and ML Application in Preventive Health
de Moura, L. E. L., Sousa, B. B., & Veloso, C. M. (2024) · Advances in marketing, customer relationship management, and e-services book series · doi:10.4018/979-8-3693-2153-9.ch004 · Cited by 3
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Exploring the adoption and use of patient portals to promote patient engagement
LaSha, S. R., & Kumar, S. (2018) · Medical and Clinical Archives · doi:10.15761/mca.1000142 · Cited by 2
Martínez, W., Hackstadt, A. J., Hickson, G. B., Rosenbloom, S. T., & Elasy, T. A. (2021) · JMIR Research Protocols · doi:10.2196/25955 · Cited by 2
Comber, S., Wilson, L., Kelly, S., & McCay‐Peet, L. (2021) · Leadership in health services · doi:10.1108/lhs-06-2020-0040 · Cited by 3
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Chowdhury, F. N., & Joyce, K. A. (2011) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2011.01.007 · Cited by 2
Engagement, Empowerment and Patient Generated Health Data
Burns, K. (2017) · Queensland University of Technology · doi:10.5204/thesis.eprints.114076 · Cited by 2
Tarver, W. L., Boyd, D. A., Jonnalagadda, P., Bitangacha, M., Pawlik, T. M., Kelly, E. P., & Paskett, E. D. (2025) · JMIR Research Protocols · doi:10.2196/73705 · Cited by 1
Los profesionales de la salud como fuentes de información
Montesi, M., & Álvarez-Bornstein, B. (2016) · Americanae (AECID Library) · doi:10.34096/ics.i34.2262 · Cited by 1
A Scoping Review of the Health Technology Procurement Decision Process in Indonesia
Cashin, A. J., & Tumanggor, R. D. (2019) · Nurse Media Journal of Nursing · doi:10.14710/nmjn.v9i1.21042 · Cited by 1
Issalillah, F., Fahriza, F., Putra, A. R., Darmawan, D., & Khayru, R. K. (2023) · TIN Terapan Informatika Nusantara · doi:10.47065/tin.v4i1.4189 · Cited by 2
Impacts of Emerging Fundamental Science on Health, Behavior, and Their Interaction
Hesse, B. W. (2018) · Springer eBooks · doi:10.1007/978-0-387-93826-4_37 · Cited by 1
Brothers, K. B. (2015) · Springer eBooks · doi:10.1007/978-3-662-46217-1_15 · Cited by 1
Consumer Adoption of Personal Health Records
Majedi, A. (2014) · uO Research (University of Ottawa) · doi:10.20381/ruor-3810 · Cited by 1
Modelling digital and value flows in e-health
Felix, L. S. (2017) · doi:10.32657/10356/69633 · Cited by 1
Smartphone apps for type 2 diabetes self-management and medication adherence : a multi-method study
Huang, Z. (2020) · DR-NTU (Nanyang Technological University) · doi:10.32657/10356/137883 · Cited by 1
Alshoumr, B. M. (2019) · Springer eBooks · doi:10.1007/978-3-319-69892-2_454-1 · Cited by 1
A Review of Barriers to Engaging Consumers in the Use of Healthcare Information Technology
Long, S., & Khairat, S. (2014)
How do people with disabilities perceive advance care planning?
Gray, R. (2017) · Libraries and Cultural Resources (University of Calgary) · doi:10.11575/prism/26388
Long, S., Monsen, K. A., Pieczkiewicz, D. S., Wolfson, J. A., & Khairat, S. (2017) · Journal of Consumer Health on the Internet · doi:10.1080/15398285.2017.1361715
Innovative technology and change management: E-health applications in Canada.
Razmak, J. (2016) · Lu Zone Ul (Laurentian University)
Modelling and Analysis of E-Health Ecosystems: A Case Study of the United States
Stephanie, F. L. (2017) · Journal of the Association for Information Systems
Exploring the Potentials of Mobile Learning for Stroke Patients
Lee, A., Kim, J., & Ryu, H. B. (2015) · Routledge eBooks · doi:10.4324/9780203076095-7
Barriers that Affect the Use of Patient Portals
(2018) · Journal of Hospital and Healthcare Administration · doi:10.29011/2688-6472.000017
Macroergonomics of Patient Work
Carayon, P., Albayrak, A., Goossens, R., Hoonakker, P., Hose, B., Kelly, M. M., Melles, M., & Salwei, M. E. (2021) · CRC Press eBooks · doi:10.1201/9780429292996-6
Zineldin, M., & Vasicheva, V. (2021) · IGI Global eBooks · doi:10.4018/978-1-7998-9161-1.ch020
Alshoumr, B. M., & Yu, P. (2021) · Springer eBooks · doi:10.1007/978-3-030-22009-9_454
Teitel, Z., Klimowski, A., & Campbell, L. G. (2021) · doi:10.32920/14640123
(2017) · Practice, progress, and proficiency in sustainability · doi:10.4018/978-1-5225-4091-5.ch006
Alshoumr, B. M., & Yu, P. (2020) · Springer eBooks · doi:10.1007/978-3-319-69892-2_454-2
Teitel, Z., Klimowski, A., & Campbell, L. G. (2021) · doi:10.32920/14640123.v1
The True Cost of Eating Meat: Direct and Indirect Health Externalities
Zanchetta, M. S., Cognet, M., Lam-Kin-Teng, M. R., Dumitriu, M. E., Rénaud, L., & Rhéaume, J. (2022) · doi:10.32920/14753841.v1
The True Cost of Eating Meat: Direct and Indirect Health Externalities
Zanchetta, M. S., Cognet, M., Lam-Kin-Teng, M. R., Dumitriu, M. E., Rénaud, L., & Rhéaume, J. (2022) · doi:10.32920/14753841
Zanchetta, M. S., Cognet, M., Lam-Kin-Teng, M. R., Dumitriu, M. E., Rénaud, L., & Rhéaume, J. (2023) · doi:10.32920/14753916
Zanchetta, M. S., Cognet, M., Lam-Kin-Teng, M. R., Dumitriu, M. E., Rénaud, L., & Rhéaume, J. (2023) · doi:10.32920/14753916.v1
McCabe, C., Connolly, L., Quintana, Y., Weir, A., Moen, A., Ingvar, M., McCann, M., Doyle, C., Hughes, M., & Brenner, M. (2025) · Journal of Medical Internet Research · doi:10.2196/68757
Mughal, Y. H., & Al-Otaibi, A. B. A. S. (2025) · Open Access Organization and Management Review · doi:10.59644/oagmr.3(2).142
Building Patient-Facing Technology: A REDCap-Based Approach.
Shi, Y., Yang, E., Gahn, K., Mason, H. L., Jiang, Y., & Gong, Y. (2025) · Europe PMC (PubMed Central)
Nicol, K. A., Butler-Henderson, K. A., Carlini, J., Tori, K. E., & Lehman, K. (2025) · Journal of Consumer Health on the Internet · doi:10.1080/15398285.2025.2510813
Nonumora, A., Rasińska, A., Bala, P., Matusik, J., Rzyczniok, P., Kopczyński, M., & Jachimczak, J. (2025) · International Journal of Innovative Technologies in Social Science · doi:10.31435/ijitss.3(47).2025.3514
Dissanayake, P. I., Moss, J. A., Berner, E. S., & Cimino, J. J. (2025) · ACI Open · doi:10.1055/a-2731-4730
Lee, J. Y., Lee, C. C., & Choi, J. H. (2026) · Health Care Management Review · doi:10.1097/hmr.0000000000000491
Unequal Access and Differential Use of Patient Portals: Analysis of HINTS 7 Data
Park, S., Hitch, E., Ryu, S., Friedman, S. A., Cook, D. M., & Coppes, M. J. (2026) · Health Communication · doi:10.1080/10410236.2026.2711905
Abdelrahman, Y. (2012) · MacSphere (McMaster University) · doi:10.71548/12000
Metadata
- Authors
- Ahern, D. K., Woods, S. S., Lightowler, M. C., Finley, S. W., & Houston, T. K.
- Affiliations
- Brigham and Women's Hospital (US)
- Oregon Health & Science University (US)
- Westat (United States) (US)
- University of Massachusetts Chan Medical School (US)
- Corresponding author
- Ahern, David K.
- Venue
- American Journal of Preventive Medicine
- Publisher
- Elsevier BV
- Published
- 2011-05
- Volume
- 40
- Issue
- 5
- Pages
- S162-S172
- ISSN
- 0749-3797 (ISSN-L)
- OpenAlex
- W2156794561
- Cited by
- 189
- References
- 54
- Citations by year
- 2026: 2 · 2025: 9 · 2024: 3 · 2023: 8 · 2022: 5 · 2021: 15 · 2020: 10 · 2019: 13 · 2018: 12 · 2017: 18 · 2016: 24 · 2015: 24 · 2014: 19 · 2013: 10 · 2012: 8
- FWCI
- 23.58
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- American Journal of Preventive Medicine (publishedVersion)
- PubMed (publishedVersion)
- The Journal of the American Medical Association (JAMA) Network (American Medical Association) (submittedVersion)
- Funders
- National Institutes of Health
- Topics
- Health Sciences › Health Professions › Health Information Management › Electronic Health Records Systems
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Health Sciences › Health Professions › General Health Professions › Health Literacy and Information Accessibility
- Keywords
- meaningful use, health information technology, patient engagement, patient activation, quality of care, patient safety, population health, health care reform, unintended consequences, patient-centered care
- MeSH terms
- Health Services Needs and Demand, Humans, Medical Informatics, Patient Participation, Quality of Health Care, United States, Centers for Medicare and Medicaid Services, U.S., Health Care Reform, Consumer Health Information, Electronic Health Records
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