Computer-based versus in-person interventions for preventing and reducing stress in workers
Open accessAbstract
BACKGROUND: Chronic exposure to stress has been linked to several negative physiological and psychological health outcomes. Among employees, stress and its associated effects can also result in productivity losses and higher healthcare costs. In-person (face-to-face) and computer-based (web- and mobile-based) stress management interventions have been shown to be effective in reducing stress in employees compared to no intervention. However, it is unclear if one form of intervention delivery is more effective than the other. It is conceivable that computer-based interventions are more accessible, convenient, and cost-effective. OBJECTIVES: To compare the effects of computer-based interventions versus in-person interventions for preventing and reducing stress in workers. SEARCH METHODS: We searched CENTRAL, MEDLINE, PubMed, Embase, PsycINFO, NIOSHTIC, NIOSHTIC-2, HSELINE, CISDOC, and two trials registers up to February 2017. SELECTION CRITERIA: We included randomised controlled studies that compared the effectiveness of a computer-based stress management intervention (using any technique) with a face-to-face intervention that had the same content. We included studies that measured stress or burnout as an outcome, and used workers from any occupation as participants. DATA COLLECTION AND ANALYSIS: Three authors independently screened and selected 75 unique studies for full-text review from 3431 unique reports identified from the search. We excluded 73 studies based on full-text assessment. We included two studies. Two review authors independently extracted stress outcome data from the two included studies. We contacted study authors to gather additional data. We used standardised mean differences (SMDs) with 95% confidence intervals (CIs) to report study results. We did not perform meta-analyses due to variability in the primary outcome and considerable statistical heterogeneity. We used the GRADE approach to rate the quality of the evidence. MAIN RESULTS: Two studies met the inclusion criteria, including a total of 159 participants in the included arms of the studies (67 participants completed computer-based interventions; 92 participants completed in-person interventions). Workers were primarily white, Caucasian, middle-aged, and college-educated. Both studies delivered education about stress, its causes, and strategies to reduce stress (e.g. relaxation or mindfulness) via a computer in the computer-based arm, and via small group sessions in the in-person arm. Both studies measured stress using different scales at short-term follow-up only (less than one month). Due to considerable heterogeneity in the results, we could not pool the data, and we analysed the results of the studies separately. The SMD of stress levels in the computer-based intervention group was 0.81 standard deviations higher (95% CI 0.21 to 1.41) than the in-person group in one study, and 0.35 standard deviations lower (95% CI -0.76 to 0.05) than the in-person group in another study. We judged both studies as having a high risk of bias. AUTHORS' CONCLUSIONS: We found very low-quality evidence with conflicting results, when comparing the effectiveness of computer-based stress management interventions with in-person stress management interventions in employees. We could include only two studies with small sample sizes. We have very little confidence in the effect estimates. It is very likely that future studies will change these conclusions.
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Web-based mental health interventions are increasingly being used in the work environment.
“Web-based mental health interventions are increasingly being used in the work environment as they have the advantage of being cost-effective, efficient, anonymous, location-independent, flexible, and empowering. They are regularly used for both prevention and intervention [5-10].”
From Acceptability of Web-Based Mental Health Interventions in the Workplace: Systematic Review (2022) · cites this paper as [9]
The Types of interventions section describes web-based stress-management interventions for workers, supporting their use in work settings. The review does not establish that their use is increasing over time. (LLM, conf=0.82)
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Kuster, A. T., Dalsbø, T. K., Thanh, Y. B. L., Agarwal, A., & Durand-Moreau, Q. V. (2015) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd011899 · Cited by 2 · see citing works
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Lower the Cost, Extend the Reach, Expand the Opportunities: a Comment on Morledge et al.
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Pollock, A., Campbell, P., Cheyne, J., Cowie, J., Davis, B., McCallum, J., McGill, K., Elders, A., Hagen, S., McClurg, D., et al. (2020) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd013779 · Cited by 631 · see citing works
Phillips, E. A., Gordeev, V. S., & Schreyögg, J. (2019) · Scandinavian Journal of Work, Environment & Health · doi:10.5271/sjweh.3839 · Cited by 148 · see citing works
“%) are another common problem of e-health intervention studies, and this was reinforced by the present review; more than half of the studies (25) suffered from high attrition rates, while five studies did not report on attrition.”
Organizational interventions and occupational burnout: a meta-analysis with focus on exhaustion
Isabelle, B., Shoman, Y., Al‐Gobari, M., Rousson, V., & Canu, I. G. (2023) · International Archives of Occupational and Environmental Health · doi:10.1007/s00420-023-02009-z · Cited by 62 · see citing works
“Individual-level interventions aim help workers to cope with stress at the workplace using mainly behavioral and cognitive approaches or target individual knowledge (Dijxhoorn et al. 2021; Hepburn et al. 2021; Kuster et al. 2017).”
BackgroundWaddell, A., Kunstler, B., Lennox, A., Pattuwage, L., Grundy, E. A. C., Tsering, D., Olivier, P. L., & Bragge, P. (2023) · Scandinavian Journal of Work Environment & Health · doi:10.5271/sjweh.4087 · Cited by 49 · see citing works
Stächele, T., Domes, G., Wekenborg, M., Penz, M. S., Kirschbaum, C., & Heinrichs, M. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.00463 · Cited by 37 · see citing works
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Validity of Data Collected from Randomized Behavioral Clinical Trials During the COVID-19 Pandemic
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Acceptability 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
Effectiveness of workplace health promotion programs for industrial workers: a systematic review
Javanmardi, S., Rappelt, L., Zangenberg, S., Heinke, L. N., Baumgart, C., Niederer, D., & Freiwald, J. (2025) · BMC Public Health · doi:10.1186/s12889-025-21365-8 · Cited by 25 · see citing works
Digital Wellness Programs in the Workplace: Meta-Review
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“However, 5 non–meta-analyses [39,41,43,44,46] reported conflicting findings.”
Lifestyle interventions in the maritime settings: a systematic review
Baygi, F., Djalalinia, S., Qorbani, M., Dejman, M., & Nielsen, J. B. (2020) · Environmental Health and Preventive Medicine · doi:10.1186/s12199-020-00848-7 · Cited by 18 · see citing works
Manning, J. B., BLANDFORD, A. E., Edbrooke-Childs, J. H., & Marshall, P. (2019) · JMIR Mental Health · doi:10.2196/15416 · Cited by 13 · see citing works
“Technology has enabled stress reduction techniques to become digitized with digital health interventions (DHIs), generally known as electronic health (eHealth), and arguably more accessible, self-administered, and connected [33].”
BackgroundAmanvermez, Y., Karyotaki, E., Cuijpers, P. J., Čihařová, M., Donker, M. H., Hurks, P. P. M., Salemink, E., Spinhoven, P., Struijs, S. Y., & de Wit, L. M. (2023) · JMIR Formative Research · doi:10.2196/45725 · Cited by 14 · see citing works
“Such interventions often focus on improving the so-called stress management skills, which are defined as psychological, physiological, and behavioral strategies to cope with stressful situations and alleviate the negative impact of stress [15,16].”
Raine, G., Thomas, S., Rodgers, M., Wright, K., & Eastwood, A. (2020) · Health Services and Delivery Research · doi:10.3310/hsdr08180 · Cited by 10 · see citing works
Evaluation of two study demands-resources-based interventions: a randomized controlled trial
Körner, L. S., Kortsch, T., Rieder, K., & Rigotti, T. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1368267 · Cited by 8 · see citing works
Fasthoff, R. M., Nolte, L., & Kortsch, T. (2023) · Merits · doi:10.3390/merits3040037 · Cited by 9 · see citing works
“In our current era of digitalization, digital formats have become increasingly more attractive as they are more accessible, available at any time, and are cost saving [16].”
BackgroundResultInfluentialManning, J. B., BLANDFORD, A. E., & Edbrooke-Childs, J. H. (2021) · JMIR Formative Research · doi:10.2196/32312 · Cited by 10 · see citing works
Digital Health Technology Implementation: Is It Effective in a Healthy Healthcare Perspective?
Stein, A. T., Ben, Â. J., Pachito, D. V., Cazella, S. C., van Dongen, J. M., & Bosmans, J. E. (2020) · Springer eBooks · doi:10.1007/978-3-030-59467-1_9 · Cited by 8 · see citing works
Burnout: Definition, Prevalence, Risk Factors, Prevention, and Interventions Literature Reviews
Bouskill, K., Danz, M., Meredith, L. S., Chen, C., Chang, J., Baxi, S. M., Huynh, D., Al-Ibrahim, H., Motala, A., Larkin, J., et al. (2022) · RAND Corporation eBooks · doi:10.7249/rr-a428-1 · Cited by 5 · see citing works
Silva, F. M., Ferreira, J. P., Teixeira, A. M., Massart, A. G. M., & Duarte‐Mendes, P. (2025) · Frontiers in Aging · doi:10.3389/fragi.2025.1603635 · Cited by 4 · see citing works
Kwon, C., Lee, B., Chung, S.-Y., & Kim, J. W. (2020) · EXPLORE · doi:10.1016/j.explore.2020.05.016 · Cited by 3 · 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
“found very low evidence with conflicting results, when comparing the effectiveness of computer-based stress management interventions with in-person stress management interventions (6).”
ResultErmolaeva, A., & Vershinkina, E. V. (2024) · Bulletin of Psychological Practice in Education · doi:10.17759/bppe.2024210105 · Cited by 1 · see citing works
Gidlow, C. J., Mankoo, A. S., Jolly, K. B., & Retzer, A. (2025) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph22060851 · Cited by 2 · see citing works
Evaluating the Requirements of Digital Stress Management Systems: A Modified Delphi Study
Blankenhagel, K. J., Linker, M., & Zarnekow, R. (2020) · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · doi:10.1007/978-3-030-49289-2_18
For employees, how do computer-based stress management programs compare with in-person programs?
Tort, S., & Burch, J. (2020) · Cochrane Clinical Answers · doi:10.1002/cca.3411
(2022) · Elsevier eBooks · doi:10.1016/b978-2-294-77735-6.00014-8
Herold, M., Rodríguez‐Muñoz, A., Antino, M., & Simbula, S. (2026) · Stress and Health · doi:10.1002/smi.70203
- Authors
- Kuster, A. T., Dalsbø, T. K., Luong Thanh, B. Y., Agarwal, A., Durand-Moreau, Q. V., & Kirkehei, I.
- Affiliations
- Khon Kaen University (TH)
- Norwegian Institute of Public Health (NO)
- Faculty of Public Health, Hue University of Medicine and Pharmacy; Department of Biostatistics - Demography - Reproductive Health; 06 Ngo Quyen Hue Thua Thien Hue Vietnam 47000
- University of Toronto (CA)
- Centre Hospitalier Régional Universitaire de Brest (FR)
- Venue
- Cochrane Database of Systematic Reviews
- Publisher
- Wiley
- Published
- 2017-08-30
- Volume
- 2017
- Issue
- 8
- Pages
- CD011899-CD011899
- ISSN
- 1361-6137 (ISSN-L)
- 1465-1858
- PMC
- PMC6483691
- OpenAlex
- W2750984264
- Semantic Scholar
- 8422a8fe344c423784b266f5eac138dc616079d1
- Cited by
- 28
- References
- 119
- Citations by year
- 2026: 1 · 2025: 4 · 2024: 2 · 2023: 4 · 2022: 4 · 2021: 2 · 2020: 9 · 2019: 2
- FWCI
- 0.34
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Cochrane Database of Systematic Reviews (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Health Sciences › Health Professions › General Health Professions › Workplace Health and Well-being
- Social Sciences › Psychology › Social Psychology › Stress and Burnout Research
- Keywords
- occupational stress, stress management interventions, computer-based intervention, online intervention, mobile-based interventions, in-person intervention, burnout, workplace stress prevention, relaxation training, mindfulness training, intervention delivery mode, workers' mental health, productivity loss, health care costs, cost-effectiveness, small group sessions, workplace health promotion, small sample size, short-term follow-up
- MeSH terms
- Humans, Occupational Diseases, Patient Education as Topic, Stress, Psychological, Therapy, Computer-Assisted, Randomized Controlled Trials as Topic, Workplace, Sample Size
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