Use of workplace health promotion apps: Analysis of employee log data
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Cites
(2017) · Cited by 16,319 · see citing works
Venkatesh, V., & Morris, M. G. (2000) · MIS Quarterly · doi:10.2307/3250981 · Cited by 4,382 · see citing works
Toward an understanding of the behavioral intention to use mobile banking
Luarn, P., & Lin, H. (2004) · Computers in Human Behavior · doi:10.1016/j.chb.2004.03.003 · Cited by 1,997 · see citing works
The Privacy Paradox: Personal Information Disclosure Intentions versus Behaviors
NORBERG, P. A., HORNE, D. R., & HORNE, D. A. (2007) · Journal of Consumer Affairs · doi:10.1111/j.1745-6606.2006.00070.x · Cited by 1,526 · see citing works
Lu, J., Yao, J. E., & Yu, C. (2005) · The Journal of Strategic Information Systems · doi:10.1016/j.jsis.2005.07.003 · Cited by 1,461 · see citing works
Factors Affecting Individuals to Adopt Mobile Banking: Empirical Evidence from the Utaut Model
Yu, C. (2012) · Journal of electronic commerce research · Cited by 790 · see citing works
Perceived Stress Scale: Reliability and Validity Study in Brazil
Siqueira Reis, R., Ferreira Hino, A. A., & Romélio Rodriguez Añez, C. (2010) · Journal of Health Psychology · doi:10.1177/1359105309346343 · Cited by 698 · see citing works
Zhao, Y., Ni, Q., & Zhou, R. (2018) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2017.08.006 · Cited by 516 · see citing works
Kim, J., & Park, H.-A. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.2143 · Cited by 475 · see citing works
EUBANK, J. M., Burt, K. G., & Orazem, J. P. (2021) · PsycTESTS Dataset · doi:10.1037/t81595-000 · Cited by 349 · see citing works
Understanding Gender Differences in m-Health Adoption: A Modified Theory of Reasoned Action Model
Zhang, X., Guo, X., Lai, K., Guo, F., & Li, C. (2013) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2013.0092 · Cited by 206 · see citing works
Buckingham, S. A., Williams, A. J., Morrissey, K., Price, L., & Harrison, J. (2019) · Digital Health · doi:10.1177/2055207619839883 · Cited by 182 · see citing works
Mettler, T., & Wulf, J. (2019) · Information Systems Journal · doi:10.1111/isj.12205 · Cited by 155 · see citing works
Leung, L., & Chen, C. (2019) · Telecommunications Policy · doi:10.1016/j.telpol.2019.01.005 · Cited by 151 · see citing works
Guertler, D., Vandelanotte, C., Kirwan, M., & Duncan, M. J. (2015) · Journal of Medical Internet Research · doi:10.2196/jmir.4339 · Cited by 147 · see citing works
Ly, K. H., Asplund, K., & Andersson, G. (2014) · Internet Interventions · doi:10.1016/j.invent.2014.06.003 · Cited by 133 · see citing works
Evaluating the Impact of Physical Activity Apps and Wearables: Interdisciplinary Review
McCallum, C., Rooksby, J., & Gray, C. M. (2018) · JMIR mhealth and uhealth · doi:10.2196/mhealth.9054 · Cited by 126 · see citing works
Renahy, É., Parizot, I., & Chauvin, P. (2010) · Informatics for Health and Social Care · doi:10.3109/17538150903358784 · Cited by 101 · see citing works
Selected barriers and incentives for worksite health promotion services and policies
Kruger, J., Yore, M. M., Bauer, D. R., & Kohl, H. W. (2007) · American Journal of Health Promotion · doi:10.4278/0890-1171-21.5.439 · Cited by 94 · see citing works
Robroek, S. J., Lindeboom, D. E., & Burdorf, A. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.1788 · Cited by 79 · see citing works
Balk-Møller, N. C., Poulsen, S. K., & Larsen, T. M. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.6196 · Cited by 77 · see citing works
Melzner, J., Heinze, J., & Fritsch, T. (2014) · Procedia Technology · doi:10.1016/j.protcy.2014.10.155 · Cited by 76 · see citing works
Truck drivers’ perceptions on wearable devices and health promotion: a qualitative study
Greenfield, R., Busink, E., Wong, C. P., Riboli-Sasco, E., Greenfield, G., Majeed, A., Car, J., & Wark, P. A. (2016) · BMC Public Health · doi:10.1186/s12889-016-3323-3 · Cited by 74 · see citing works
Moral issues in workplace health promotion
Robroek, S. J. W., van de Vathorst, S., Hilhorst, M. T., & Burdorf, A. (2012) · International Archives of Occupational and Environmental Health · doi:10.1007/s00420-011-0675-y · Cited by 65 · see citing works
Muuraiskangas, S., Harjumaa, M., Kaipainen, K., & Ermes, M. (2016) · JMIR Mental Health · doi:10.2196/mental.4465 · Cited by 63 · see citing works
Healthcare workers' participation in a healthy-lifestyle-promotion project in western Sweden
Jónsdóttir, I. H., Börjesson, M., & Ahlborg, G. (2011) · BMC Public Health · doi:10.1186/1471-2458-11-448 · Cited by 57 · see citing works
Evaluating an mHealth App for Health and Well-Being at Work: Mixed-Method Qualitative Study
de Korte, E. M., Wiezer, N., Janssen, J. H., Vink, P., & Kraaij, W. (2018) · JMIR mHealth and uHealth · doi:10.2196/mhealth.6335 · Cited by 54 · see citing works
A systematic review of factors influencing the effective use of mHealth apps for self-care
Azhar, F. A., & Dhillon, J. S. (2016) · International Conference on Computer and Information Sciences · doi:10.1109/iccoins.2016.7783213 · Cited by 50 · see citing works
Uptake of an Incentive-Based mHealth App: Process Evaluation of the Carrot Rewards App
Mitchell, M., White, L., Oh, P., Alter, D., Leahey, T., Kwan, M., & Faulkner, G. (2017) · JMIR mHealth and uHealth · doi:10.2196/mhealth.7323 · Cited by 47 · see citing works
Bardus, M., Ali, A., Demachkieh, F., & Hamadeh, G. (2019) · JMIR mHealth and uHealth · doi:10.2196/mhealth.9836 · Cited by 44 · see citing works
Dunkl, A., & Jiménez, P. (2017) · Health Informatics Journal · doi:10.1177/1460458215623077 · Cited by 36 · see citing works
van Rongen, A., Robroek, S. J., van Ginkel, W., Lindeboom, D., Pet, M., & Burdorf, A. (2014) · BMC Public Health · doi:10.1186/1471-2458-14-1277 · Cited by 29 · see citing works
Who uses apps in health promotion? A target group analysis of leaders
Bregenzer, A., Wagner-Hartl, V., & Jiménez, P. (2017) · Health Informatics Journal · doi:10.1177/1460458217738121 · Cited by 27 · see citing works
Kilpatrick, M., Blizzard, L., Sanderson, K. A., Teale, B., & Venn, A. (2015) · Journal of Occupational and Environmental Medicine · doi:10.1097/jom.0000000000000538 · Cited by 26 · see citing works
Balk-Møller, N. C., Larsen, T. M., & Holm, L. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.7278 · Cited by 22 · see citing works
Sarı, H., Othman, M., & Al-Ghaili, A. (2018) · Advances in Intelligent Systems and Computing · doi:10.1007/978-3-319-99007-1_68 · Cited by 19 · see citing works
IT-Support in Workplace Health Promotion: Mobile Apps on the Rise
Dehkordi, F. N., Breitschwerdt, R., & Michael Fellmann, M. A. (2017) · Lecture notes in business information processing · doi:10.1007/978-3-319-56925-3_4 · Cited by 7 · see citing works
Proceedings of the 9th International Conference on Digital Public Health
Kostkova, P., Grasso, F., Bosman, A., Edelstein, M., Mejova, Y., Kalimeri, K., & Molnar, A. (2019) · doi:10.1145/3357729 · Cited by 4 · see citing works
The Differences in Data Sensitivity Perceptions among Private and Workplace Health Apps
Billmann, M., Großklags, J., Böhm, M., & Krcmar, H. (2019) · International Conference on Digital Health · doi:10.1145/3357729.3357741 · Cited by 3 · see citing works
Self-citation
Flagged first, then by citations
1 of the 40 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Arensman, E., O’Connor, C., Leduc, C., Griffin, E., Cully, G., Dhálaigh, D. N., Holland, C., Audenhove, C. V., Coppens, E., Tsantila, F., et al. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19020947 · Cited by 37 · see citing works
Advantages and disadvantages of mobile applications for workplace health promotion: A scoping review
Junker, M., Böhm, M., & Krcmar, H. (2024) · PLoS ONE · doi:10.1371/journal.pone.0296212 · Cited by 15 · see citing works
Self-citationArensman, E., Leduc, M., O’Brien, C., Corcoran, P. E., Griffin, E., Leduc, C., Coppens, E., Tsantila, F., Ross, V. L., Abdulla, K., et al. (2023) · Trials · doi:10.1186/s13063-023-07537-0 · Cited by 15 · see citing works
Tahvanainen, L., Tetri, B., & Ahonen, O. M. (2024) · Communications in computer and information science · doi:10.1007/978-3-031-59091-7_19 · Cited by 10 · see citing works
Digital workplace health promotion: a pilot study during the SARS-CoV-2 pandemic in Germany
Nöhammer, E., & Fischmann, W. (2023) · International Journal of Workplace Health Management · doi:10.1108/ijwhm-03-2023-0041 · Cited by 5 · see citing works
AnyMApp Framework: Anonymous Digital Twin Human-App Interactions
Ferreira, A., Chilro, R., & Cruz-Correia, R. J. (2022) · Lecture notes in computer science · doi:10.1007/978-3-031-17615-9_15 · Cited by 3 · see citing works
van Schalkwyk, A., Grobbelaar, S. S. S., Vermeulen, E., & Herselman, M. E. (2022) · IEEE Access · doi:10.1109/access.2022.3224038 · Cited by 2 · see citing works
Hung-Xin, L. (2024) · Research Square · doi:10.21203/rs.3.rs-4968903/v1 · Cited by 2 · see citing works
Laroche, É., Ouedraogo, N. C., Dutot, V., Mosconi, E. P., Raynard, E. P., & Poulin-Daigle, B. (2024) · International Conference on Smart-Digital-Green Technologies and Artificial Intelligence Sciences (CSDGAIS) · doi:10.1109/csdgais64098.2024.11064815 · Cited by 1 · see citing works
A scoping review of the use of log data for evaluating mobile Apps (Preprint)Preprint
van Schalkwyk, A., Grobbelaar, S. S. S., & Vermeulen, E. (2021) · doi:10.2196/preprints.31407
AnyMApp for Online Usability Testing: The Use-Case of Inspirers-HTN
Muchagata, J., Bischoff, F., Almeida, R., Nogueira‐Silva, L., Cruz-Correia, R. J., & Ferreira, A. (2023) · Communications in computer and information science · doi:10.1007/978-3-031-49215-0_60
Kremers, S. H. M., Beulens, J. W. J., Middel, C. N. H., Elders, P. J. M., van der Beek, A. J., & Rutters, F. (2026) · JMIR Formative Research · doi:10.2196/85135
Alnuaimi, H. K. S., & Kamaruddin, S. (2026) · Advanced International Journal of Business Entrepreneurship and SMEs · doi:10.35631/aijbes.828033
- Authors
- Billmann, M., Böhm, M., & Krcmar, H.
- Affiliations
- Technical University of Munich (DE)
- Corresponding author
- Billmann, Maren
- Venue
- Health Policy and Technology
- Publisher
- Elsevier BV
- Published
- 2020-09
- Volume
- 9
- Issue
- 3
- Pages
- 285-293
- ISSN
- 2211-8837 (ISSN-L)
- OpenAlex
- W3034156325
- Cited by
- 14
- References
- 40
- Citations by year
- 2026: 2 · 2024: 5 · 2023: 3 · 2022: 3 · 2021: 1
- FWCI
- 1.82
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Health Policy and Technology (publishedVersion)
- mediaTUM – the media and publications repository of the Technical University Munich (Technical University Munich) (submittedVersion)
- Topics
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Health Sciences › Health Professions › Health Information Management › Health, Technology, Consumer Behavior
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Keywords
- workplace health promotion, mobile health apps, app usage frequency, employee well-being, health screening, perceived innovativeness, IT professionals
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