Acceptance and barriers to access of occupational e-mental health: cross-sectional findings from a health-risk population of employees
Abstract
Purpose Occupational e-mental-health (OEMH) may extend existing instruments for preservation or restoration of health and work ability. As a key precondition to efficient implementation, this study examined acceptance and person-centered barriers to potential uptake of OEMH for work-related distress in employees with an elevated risk of early retirement.Methods Within the framework of the "Third German Sociomedical Panel of Employees", 1829 employees with prior sickness absence payments filled out a self-administered questionnaire. Participants had a mean age of 49.93 years (SD = 4.06). 6.2% indicated prior use of eHealth interventions. Potential predictors of acceptance of OEMH were examined based on the "Unified Theory of Acceptance and Use of Technology" (UTAUT) extended by work ability, mental health, eHealth literacy and demographic characteristics.Results 89.1% (n = 1579) showed low to moderate acceptance (M = 2.20, SD = 1.05, range 1-5). A path analysis revealed significant, positive direct effects of UTAUT predictors on acceptance (performance expectancy: 0.48, SE = 0.02, p < 0.001; effort expectancy: 0.20, SE = 0.02, p < 0.001; social influence: 0.28, SE = 0.02, p < 0.001).Online time and frequency of online health information search were further positive direct predictors of acceptance. Model fit was good [χ 2(7) = 12.91, p = 0.07, RMSEA = 0.02, CFI = 1.00, TLI = 0.99, SRMR = 0.01].Conclusions Attitudes towards OEMH are rather disadvantageous in the studied risk group. Implementation of OEMH, therefore, requires a-priori education including promotion of awareness, favorable attitudes regarding efficacy and usability in a collaborative approach.
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Studies and interventions often included more than one focus of mental illness, used various treatment techniques, and assessed the acceptability of general web-based mental health interventions.
“Studies and interventions often included more than one focus of mental illness, used various treatment techniques, and assessed the acceptability of general web-based mental health interventions [34,45,46].”
From Acceptability of Web-Based Mental Health Interventions in the Workplace: Systematic Review (2022) · cites this paper as [34]
Cites
Hu, L., & Bentler, P. M. (1999) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705519909540118 · Cited by 108,788 · see citing works
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
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
How stigma interferes with mental health care.
Corrigan, P. (2004) · American Psychologist · doi:10.1037/0003-066x.59.7.614 · Cited by 3,648 · see citing works
The rand 36‐item health survey 1.0
Hays, R. D., Sherbourne, C. D., & Mazel, R. M. (1993) · Health Economics · doi:10.1002/hec.4730020305 · Cited by 2,893 · see citing works
The reliability of a two-item scale: Pearson, Cronbach, or spearman-brown?
Eisinga, R., Grotenhuis, M. T., & Pelzer, B. (2013) · International Journal of Public Health · doi:10.1007/s00038-012-0416-3 · Cited by 2,695 · see citing works
Wang, P. S., Lane, M., Olfson, M., Pincus, H. A., Wells, K. B., & Kessler, R. C. (2005) · Archives of General Psychiatry · doi:10.1001/archpsyc.62.6.629 · Cited by 2,695 · see citing works
eHealth Literacy: Essential Skills for Consumer Health in a Networked World.
Norman, C. D., & Skinner, H. A. (2006) · Journal of Medical Internet Research · doi:10.2196/jmir.8.2.e9 · Cited by 2,643 · see citing works
Schwarzer, R. (2008) · Applied Psychology · doi:10.1111/j.1464-0597.2007.00325.x · Cited by 2,569 · see citing works
Psychosocial work environment and mental health—a meta-analytic review
Stansfeld, S., & Candy, B. (2006) · Scandinavian Journal of Work, Environment & Health · doi:10.5271/sjweh.1050 · Cited by 1,875 · see citing works
Yuan, K.-H., & Bentler, P. (2000) · Sociological Methodology · doi:10.1111/0081-1750.00078 · Cited by 1,847 · see citing works
Yardley, L., Morrison, L., Bradbury, K., & Muller, I. (2015) · Journal of Medical Internet Research · doi:10.2196/jmir.4055 · Cited by 1,442 · see citing works
Barak, A., Hen, L., Boniel-Nissim, M., & Shapira, N. (2008) · Journal of Technology in Human Services · doi:10.1080/15228830802094429 · Cited by 1,283 · see citing works
Kontos, E., Blake, K. D., Chou, W.-Y. S., & Prestin, A. (2014) · Journal of Medical Internet Research · doi:10.2196/jmir.3117 · Cited by 917 · see citing works
eHealth Literacy: Extending the Digital Divide to the Realm of Health Information
Neter, E., & Brainin, E. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.1619 · Cited by 863 · see citing works
Boonstra, A., & Broekhuis, M. (2010) · BMC Health Services Research · doi:10.1186/1472-6963-10-231 · Cited by 851 · see citing works
Cuijpers, P., Donker, T., van Straten, A., Li, J., & Andersson, G. (2010) · Psychological Medicine · doi:10.1017/s0033291710000772 · Cited by 832 · see citing works
Promotion of work ability, the quality of work and retirement
Tuomi, K. (2001) · Occupational Medicine · doi:10.1093/occmed/51.5.318 · Cited by 433 · see citing works
Heber, E., Ebert, D. D., Lehr, D., Cuijpers, P., Berking, M., Nobis, S., & Riper, H. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.5774 · Cited by 408 · see citing works
Work and common psychiatric disorders
Henderson, M., Harvey, S. B., Øverland, S. N., Mykletun, A., & Hotopf, M. H. (2011) · Journal of the Royal Society of Medicine · doi:10.1258/jrsm.2011.100231 · Cited by 379 · see citing works
Constantino, M. J., Arnkoff, D. B., Glass, C. R., Ametrano, R. M., & Smith, J. Z. (2011) · Journal of Clinical Psychology · doi:10.1002/jclp.20754 · Cited by 367 · see citing works
Fresé, M. (1999) · Journal of Occupational Health Psychology · doi:10.1037/1076-8998.4.3.179 · Cited by 328 · see citing works
Hennemann, S., Beutel, M. E., & Zwerenz, R. (2017) · Journal of Health Communication · doi:10.1080/10810730.2017.1284286 · Cited by 274 · see citing works
Self-citationEbert, D. D., Berking, M., Cuijpers, P., Lehr, D., Pörtner, M., & Baumeister, H. (2015) · Journal of Affective Disorders · doi:10.1016/j.jad.2015.01.056 · Cited by 268 · cited 4× · see citing works
“Following a short introduction on OEMH interventions and their application to work-related distress, acceptance was measured by two items (see Table 1), which were adapted from previous studies (Baumeister et al. 2014; Ebert et al. 2015; Hennemann et al. 2016).”
BackgroundMethodResultInfluentialAttitudes towards digital treatment for depression: A European stakeholder survey
Topooco, N., Riper, H., Araya, R., Berking, M., Brunn, M., Chevreul, K., Cieslak, R., Ebert, D. D., Etchmendy, E., Herrero, R., et al. (2017) · Internet Interventions · doi:10.1016/j.invent.2017.01.001 · Cited by 262 · see citing works
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
Mykletun, A. (2006) · American Journal of Psychiatry · doi:10.1176/appi.ajp.163.8.1412 · Cited by 237 · see citing works
Liu, L., Miguel Cruz, A., Rios Rincon, A., Buttar, V., Ranson, Q., & Goertzen, D. (2015) · Disability and Rehabilitation · doi:10.3109/09638288.2014.923529 · Cited by 229 · see citing works
The Concept of eHealth Literacy and Its Measurement: German Translation of the eHEALS
Soellner, R., Huber, S., & Reder, M. (2014) · Journal of Media Psychology · doi:10.1027/1864-1105/a000104 · Cited by 184 · see citing works
Hedman, E., Andersson, E., Ljótsson, B., Andersson, G., Rück, C., & Lindefors, N. (2011) · Behaviour Research and Therapy · doi:10.1016/j.brat.2011.07.009 · Cited by 183 · see citing works
Ebert, D. D., Heber, E., Berking, M., Riper, H., Cuijpers, P., Funk, B., & Lehr, D. (2016) · Occupational and Environmental Medicine · doi:10.1136/oemed-2015-103269 · Cited by 176 · see citing works
Acceptability of Internet Treatment of Anxiety and Depression
Gun, S. Y., Titov, N., & Andrews, G. (2011) · Australasian Psychiatry · doi:10.3109/10398562.2011.562295 · Cited by 174 · cited 3× · see citing works
“Further evidence points to an even lower acceptance in representative surveys in the general population, ranging from 9% in an Australian (Gun et al. 2011) to 8% in a German sample (Eichenberg et al.”
BackgroundResultThiart, H., Lehr, D., Ebert, D. D., Berking, M., & Riper, H. (2015) · Scandinavian Journal of Work, Environment & Health · doi:10.5271/sjweh.3478 · Cited by 168 · cited 1× · see citing works
“2017), self-help for employees with sleep-problems (Thiart et al. 2015), stress management (Ebert et al.”
BackgroundThe intention–behaviour gap in technology usage: the moderating role of attitude strength
Bhattacherjee, A., & Sanford, C. (2009) · Behaviour and Information Technology · doi:10.1080/01449290802121230 · Cited by 158 · see citing works
The internet as a mental health advisor in Germany—results of a national survey
Eichenberg, C., Wolters, C., & Brähler, E. (2013) · PLoS ONE · doi:10.1371/journal.pone.0079206 · Cited by 157 · see citing works
Schröder, J., Sautier, L., Kriston, L., Berger, T., Meyer, B., Späth, C., Köther, U., Nestoriuc, Y., Klein, J. P., & Moritz, S. (2015) · Journal of Affective Disorders · doi:10.1016/j.jad.2015.08.044 · Cited by 149 · see citing works
Nordgren, L. B., Hedman, E., Etienne, J., Bodin, J., Kadowaki, Å., Eriksson, S., Lindkvist, E., Andersson, G., & Carlbring, P. (2014) · Behaviour Research and Therapy · doi:10.1016/j.brat.2014.05.007 · Cited by 145 · cited 1× · see citing works
“Since Internet access and use advance constantly (Internet Society 2016), Internet-delivered interventions may be widely accessible and can be administered costeffectively, with less organizational or local limitations (Hedman et al. 2011; Nordgren et al. 2014).”
BackgroundGjesdal, S. (2004) · European Journal of Public Health · doi:10.1093/eurpub/14.4.398 · Cited by 141 · see citing works
Wallin, E. E. K., Mattsson, S., & Olsson, E. M. G. (2016) · JMIR Mental Health · doi:10.2196/mental.5324 · Cited by 136 · see citing works
Perceived health as a predictor of early retirement
Karpansalo, M., Manninen, P., Kauhanen, J., Lakka, T. A., & Salonen, J. T. (2004) · Scandinavian Journal of Work Environment & Health · doi:10.5271/sjweh.796 · Cited by 131 · see citing works
Baumeister, H., Nowoczin, L., Lin, J., Seifferth, H., Seufert, J., Laubner, K., & Ebert, D. D. (2014) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2014.04.031 · Cited by 125 · cited 1× · see citing works
“Following a short introduction on OEMH interventions and their application to work-related distress, acceptance was measured by two items (see Table 1), which were adapted from previous studies (Baumeister et al. 2014; Ebert et al. 2015; Hennemann et al. 2016).”
MethodBaumeister, H., Seifferth, H., Lin, J., Nowoczin, L., Lüking, M., & Ebert, D. (2015) · The Clinical Journal of Pain · doi:10.1097/ajp.0000000000000118 · Cited by 124 · cited 1× · see citing works
“Previous research has demonstrated the efficacy of short video- or text-based introductory courses about application, usability, effectiveness or security of eHealth interventions in increasing acceptance and positive attitudes in patients (Baumeister et al. 2015; Ebert et al. 2015) as well as in health professionals…”
BackgroundHennemann, S., Beutel, M. E., & Zwerenz, R. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.6003 · Cited by 122 · see citing works
Self-citationGuided internet-based CBT for common mental disorders
Andersson, G., Carlbring, P., Ljótsson, B., & Hedman, E. (2013) · Journal of Contemporary Psychotherapy · doi:10.1007/s10879-013-9237-9 · Cited by 119 · see citing works
Ebert, D., Tarnowski, T., Gollwitzer, M., Sieland, B., & Berking, M. (2013) · Psychotherapy and Psychosomatics · doi:10.1159/000345967 · Cited by 93 · see citing works
Donovan, C., Poole, C., Boyes, N., Redgate, J., & March, S. (2015) · Internet Interventions · doi:10.1016/j.invent.2015.09.001 · Cited by 83 · see citing works
EHR and other IT adoption among physicians: results of a large-scale statewide analysis.
Menachemi, N., & Brooks, R. G. (2006) · PubMed · Cited by 75 · see citing works
Internetbasierte Interventionen in der Behandlung psychischer Störungen
Klein, J. P., Gerlinger, G., Knaevelsrud, C., Bohus, M., Meisenzahl, E., Kersting, A., Röhr, S., Riedel-Heller, S. G., Sprick, U., Dirmaier, J., et al. (2016) · Der Nervenarzt · doi:10.1007/s00115-016-0217-7 · Cited by 65 · see citing works
Bethge, M., Radoschewski, F., & Müller-Fahrnow, W. (2009) · Disability and Rehabilitation · doi:10.1080/09638280902751949 · Cited by 54 · see citing works
Self-citationThe Use of Information Technologies Among Rural and Urban Physicians in Florida
Menachemi, N., Langley, A., & Brooks, R. G. (2007) · Journal of Medical Systems · doi:10.1007/s10916-007-9088-6 · Cited by 51 · see citing works
Zwerenz, R., Becker, J., Gerzymisch, K., Siepmann, M., Holme, M., Kiwus, U., Spörl-Dönch, S., & Beutel, M. E. (2017) · PLoS ONE · doi:10.1371/journal.pone.0176513 · Cited by 45 · see citing works
Self-citationBethge, M., Spanier, K., Peters, E., Michel, E., & Radoschewski, M. (2017) · Journal of Occupational Rehabilitation · doi:10.1007/s10926-017-9733-y · Cited by 37 · see citing works
Self-citationBethge, M., & Radoschewski, F. M. (2009) · International Archives of Occupational and Environmental Health · doi:10.1007/s00420-009-0442-5 · Cited by 33 · see citing works
Self-citationPsychosomatische Rehabilitation: Quo vadis?
Petermann, F., & Koch, U. (2009) · Die Rehabilitation · doi:10.1055/s-0029-1239550 · Cited by 31 · see citing works
„Occupational eMental Health“ in der Lehrergesundheit
Lehr, D., Heber, E., Sieland, B., Hillert, A., Funk, B., & Ebert, D. D. (2016) · Prävention und Gesundheitsförderung · doi:10.1007/s11553-016-0541-6 · Cited by 25 · see citing works
Zwerenz, R., Knickenberg, R. J., Schattenburg, L., & Beutel, M. E. (2004) · Die Rehabilitation · doi:10.1055/s-2004-818547 · Cited by 20 · see citing works
Self-citationHennemann, S., Beutel, M. E., & Zwerenz, R. (2017) · Die Rehabilitation · doi:10.1055/s-0043-102150 · Cited by 16 · see citing works
Self-citationWerden psychisch Kranke zu schnell in die Rente „abgeschoben”?
Apfel, T., & Riecher‐Rössler, A. (2005) · Psychiatrische Praxis · doi:10.1055/s-2004-828496 · Cited by 8 · see citing works
Flagged first, then by citations
1 of the 59 references couldn’t be matched to a known paper.
Cited by
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Technology Acceptance in Healthcare: A Systematic Review
AlQudah, A. A., Al‐Emran, M., & Shaalan, K. F. (2021) · Applied Sciences · doi:10.3390/app112210537 · Cited by 404 · see citing works
Factors influencing behavior intentions to telehealth by Chinese elderly: An extended TAM model
Zhou, M., Zhao, L., Kong, N., Campy, K. S., Qu, S., & Wang, S. (2019) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2019.04.001 · Cited by 180 · see citing works
Characterizing Chinese consumers’ intention to use live e-commerce shopping
Zhou, M., Huang, J., Wu, K., Huang, X., Kong, N., & Campy, K. S. (2021) · Technology in Society · doi:10.1016/j.techsoc.2021.101767 · Cited by 188 · see citing works
Determinant Factors of Public Acceptance of Stress Management Apps: Survey Study
Apolinário-Hagen, J., Hennemann, S., Fritsche, L., Drüge, M., & Breil, B. (2019) · JMIR Mental Health · doi:10.2196/15373 · Cited by 63 · see citing works
Self-citationZwerenz, R., Baumgarten, C., Becker, J., Tibubos, A. N., Siepmann, M., Knickenberg, R. J., & Beutel, M. E. (2019) · Journal of Medical Internet Research · doi:10.2196/13655 · Cited by 42 · see citing works
Self-citationAcceptability of Web-Based Mental Health Interventions in the Workplace: Systematic Review
Scheutzow, J., Attoe, C., & Harwood, J. (2022) · JMIR Mental Health · doi:10.2196/34655 · Cited by 30 · see citing works
“06) 1829 Longitudinal cohort study: self-administered questionnaire; recruited employees showing health problems and previous sickness absence Employees’acceptance of organizational eMH interventions focusing on work-related distress Hennemann et al [34], Germany”
BackgroundMethodInfluentialZhang, Q., Zhang, R., Lu, X., & Zhang, X. (2023) · BMC Health Services Research · doi:10.1186/s12913-023-09469-6 · Cited by 34 · see citing works
Lu, X., Zhang, R., & Zhu, X. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16245084 · Cited by 31 · see citing works
Characterizing Wuhan residents’ mask-wearing intention at early stages of the COVID-19 pandemic
Zhou, M., Long, P., Kong, N., & Campy, K. S. (2020) · Patient Education and Counseling · doi:10.1016/j.pec.2020.12.020 · Cited by 33 · see citing works
Apolinário-Hagen, J., Hennemann, S., Kück, C., Wodner, A., Geibel, D., Riebschläger, M., Zeißler, M., & Breil, B. (2020) · Health Services Insights · doi:10.1177/1178632920911061 · Cited by 26 · see citing works
Self-citationLin, X., Li, P., Hou, X., Yu, H., Tang, T., Liu, T., Xiang, S., Wu, X., & Huang, C. (2021) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-021-01625-4 · Cited by 26 · see citing works
Strategies for Implementing Occupational eMental Health Interventions: Scoping Review
Bernard, R. M., Toppo, C., Raggi, A., de Mul, M., de Miquel, C., Pugliese, M. T., Feltz-Cornelis, C. M. V. D., Ortiz-Tallo, A., Salvador‐Carulla, L., Lukersmith, S., et al. (2022) · Journal of Medical Internet Research · doi:10.2196/34479 · Cited by 22 · see citing works
Sora, B., Nieto, R., Montesano, A., & Armayones, M. (2021) · JMIR Mental Health · doi:10.2196/22199 · Cited by 17 · see citing works
Tan, C.-H., Koo, A. C., Rahmat, H., Siew, W. F., Cheang, A. W. O., & Sharji, E. A. (2022) · International Journal of Mental Health Promotion · doi:10.32604/ijmhp.2022.025004 · Cited by 13 · see citing works
Unlocking technology acceptance among South African employees: A psychological perspective
Valle, M. N. D., Łaba, K., & Mayer, C. (2024) · SA Journal of Industrial Psychology · doi:10.4102/sajip.v50i0.2177 · Cited by 13 · see citing works
HabITec: A Sociotechnical Space for Promoting the Application of Technology to Rehabilitation
Kendall, E. A., Oh, S., Amsters, D. I., Whitehead, M., Hua, J., Robinson, P., Palipana, D. B., Gall, A., Cheung, M., Potter, L. E., et al. (2019) · Societies · doi:10.3390/soc9040074 · Cited by 13 · see citing works
Li, P., Lin, X., Tang, T., Wu, X., & Huang, C. (2021) · Journal of Medical Internet Research · doi:10.2196/27811 · Cited by 12 · see citing works
Apolinário-Hagen, J., Harrer, M., Dederichs, M., Fritsche, L., Wopperer, J., Wals, F., Loerbroks, A., Lehr, D., Salewski, C., Angerer, P., et al. (2021) · PLoS ONE · doi:10.1371/journal.pone.0252012 · Cited by 10 · see citing works
Apolinário-Hagen, J., Harrer, M., Salewski, C., Lehr, D., & Ebert, D. D. (2023) · Prävention und Gesundheitsförderung · doi:10.1007/s11553-022-00945-1 · Cited by 9 · see citing works
Zwerenz, R., Baumgarten, C., Dahn, I., Labitzke, N., Schwarting, A., Rudolph, M., Ferdinand, P., Dederichs-Masius, U., & Beutel, M. E. (2019) · Journal of Medical Internet Research · doi:10.2196/12285 · Cited by 9 · see citing works
Self-citationFactors influencing Chinese doctors to use medical large language models
Qu, S., Liu, L., Zhou, M., Zhou, C., & Campy, K. S. (2024) · Digital Health · doi:10.1177/20552076241297237 · Cited by 7 · see citing works
Connected Mental Health Solutions: Global Attitudes, Preferences, and Concerns
Drissi, N., Ouhbi, S., Serhani, M. A., Marques, G., & Díez, I. D. L. T. (2022) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2022.0036 · Cited by 7 · see citing works
Cheng, Y.-S., Lin, C., Chen, L. A., Hwang, W.-R., Lin, Y.-C., & Chen, Y. (2024) · Journal of Medical Internet Research · doi:10.2196/53509 · Cited by 5 · see citing works
Tan, C. H., Koo, A. C., Rahmat, H., Siew, W. F., Cheang, A. W. O., & Sharji, E. A. (2022) · F1000Research · doi:10.12688/f1000research.73482.1 · Cited by 5 · 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
Einfluss akzeptanzfördernder Interventionen auf die Nutzung einer Online-Selbsthilfe
Kreis, A., Becker, J., Beutel, M., & Zwerenz, R. (2021) · Psychotherapeut (Berlin) · doi:10.1007/s00278-021-00530-5 · Cited by 5 · see citing works
Self-citationDrissi, N., Ouhbi, S., Amiri, L., Mugaddam, F. A., Jan, R. K., & Isomursu, M. (2022) · JMIR Formative Research · doi:10.2196/27675 · Cited by 5 · see citing works
Zahed, K., Fields, S. A., & Sasangohar, F. (2022) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/1071181322661279 · Cited by 4 · see citing works
Videoconferencing psychotherapy: determining acceptance, drivers and barriers of use
Nurtsch, A., Jahre, L. M., Krakowczyk, J. B., Robitzsch, A., Teufel, M., & Bäuerle, A. (2025) · Frontiers in Digital Health · doi:10.3389/fdgth.2025.1634013 · Cited by 3 · see citing works
Staeck, R., Stüble, M., & Drüge, M. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2024.1296449 · Cited by 4 · see citing works
Persönlichkeitsdiagnostik in der Online-Psychotherapieforschung
Tibubos, A. N., Zwerenz, R., Brähler, E., & Beutel, M. E. (2018) · Zeitschrift für Psychiatrie Psychologie und Psychotherapie · doi:10.1024/1661-4747/a000353 · Cited by 3 · see citing works
Self-citationAhuna, J. K., Becker, K. D., & Chorpita, B. F. (2023) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-023-01295-6 · Cited by 2 · see citing works
Michaelis, M., Burgess, S., Junne, F., Rothermund, E., Gündel, H., Zipfel, S., Wolf, M., & Rieger, M. A. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.508622 · Cited by 2 · see citing works
Patients' Acceptance of Information Published by Physicians in Online Health Communities
Lu, X., & Zhang, R. (2019) · International Conference on Information Communication and Management (ICICM) · doi:10.1145/3357419.3357423 · Cited by 1 · see citing works
Haller, R. K. (2024) · Springer proceedings in business and economics · doi:10.1007/978-3-031-49105-4_15 · Cited by 1 · 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
du Prel, J., & Borchart, D. (2026) · BMC Health Services Research · doi:10.1186/s12913-026-14398-1 · Cited by 1 · see citing works
Aydın, G., Kumru, S., & Balin, H. (2026) · Informatics for Health and Social Care · doi:10.1080/17538157.2026.2676934 · Cited by 2 · see citing works
Mental Health Classifier Using Support Vector Machines
Golchha, P., Paul, P., & Saranya, P. (2024) · Communications in computer and information science · doi:10.1007/978-3-031-75957-4_4 · Cited by 1 · see citing works
Efficacy of e-health and smart devices in occupational health and safety: a literature review
Garsi, J., Cousin-Rénié, M.-A., Godon, A.-S., & Dab, W. (2019) · Environnement Risques Santé · doi:10.1684/ers.2019.1369
Der alternde Psychotherapeut und die neuen Medien
Schneider, W. (2023) · Psychotherapie: Praxis · doi:10.1007/978-3-662-65228-2_15
Revolutionizing Mental Health Care: Analysis of an Online Mental Health Platform (EmpowerMindSpace)
Chandak, M., Mithari, R., Tangade, P., Patil, A., & Mulla, T. (2023) · International Journal of Advanced Research in Science Communication and Technology · doi:10.48175/ijarsct-13660
REVOLUTIONIZING MENTAL HEALTH CARE: ANALYSIS OF AN ONLINE MENTAL HEALTH PLATFORM (EMPOWERMINDSPACE
(2024) · International Research Journal of Modernization in Engineering Technology and Science · doi:10.56726/irjmets52058
Auyeung, L., Mak, W. W. S., & Tsang, E. Z. (2024) · JMIR Formative Research · doi:10.2196/55450
Zhang, Q., Zhang, R., Lu, X., & Zhang, X. (2024) · Figshare · doi:10.6084/m9.figshare.26591423
Urrutia, C. F. (2026) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3772363.3799199
Use of Digital Technologies for Occupational Health and Safety
Ouedraogo, N. C., Laroche, É., Mosconi, E. P., & Dutot, V. (2026) · Springer proceedings in business and economics · doi:10.1007/978-3-032-23124-6_17
Boß, L., Grolig, L., Apolinário-Hagen, J., Mallwitz, T., Janneck, M., & Lehr, D. (2026) · doi:10.2196/preprints.110720
- Authors
- Hennemann, S., Witthöft, M., Bethge, M., Spanier, K., Beutel, M. E., & Zwerenz, R.
- Affiliations
- Johannes Gutenberg University Mainz (DE)
- University of Lübeck (DE)
- Corresponding author
- Hennemann, Severin
- ORCID
- Venue
- International Archives of Occupational and Environmental Health
- Published
- 2017-11-30
- Volume
- 91
- Issue
- 3
- Pages
- 305-316
- ISSN
- 0340-0131 (ISSN-L)
- 1432-1246
- OpenAlex
- W2771849147
- Cited by
- 49
- References
- 59
- Citations by year
- 2026: 5 · 2025: 1 · 2024: 10 · 2023: 5 · 2022: 8 · 2021: 9 · 2020: 2 · 2019: 8 · 2018: 1
- FWCI
- 3.44
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- International Archives of Occupational and Environmental Health (publishedVersion)
- PubMed (publishedVersion)
- Funders
- German Pension Insurance Fund
- Topics
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Health Sciences › Health Professions › General Health Professions › Workplace Health and Well-being
- Keywords
- technology acceptance, UTAUT, access barriers, work-related distress, digital health literacy, work ability, sick leave, online health information seeking, employee mental health
- MeSH terms
- Adult, Attitude, Cross-Sectional Studies, Female, Germany, Humans, Male, Mental Health, Middle Aged, Occupational Medicine, Surveys and Questionnaires, Telemedicine, Internet
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