ArticleHealthcare (Basel, Switzerland)2021
The Effect of Using Participatory Working Time Scheduling Software on Employee Well-Being and Workability: A Cohort Study Analysed as a Pseudo-Experiment.
Article in Healthcare (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02775331 (The Use of Worktime Planning Tools in the Finnish Public Sector. A Quasi-experimental Study), which is not on this map. Cited by 10 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
The Use of Worktime Planning Tools in the Finnish Public Sector. A Quasi-experimental Study (PLANTOOLS)
Who cites it
10 citing papers in PubMed.
- Working time traffic light recommendations: development, use, and implementation in the Finnish social and healthcare.Industrial health · 2026Article
- Favorable changes in health- and work-related factors and subsequent work ability in midlife and older social and health care employees.International archives of occupational and environmental health · 2026Article
- Shift nurses' work quality and job satisfaction after implementing the Inha University hospital nursing AI scheduling system (IH-NASS).BMC nursing · 2025Article
- Integrating Nurse Preferences Into AI-Based Scheduling Systems: Qualitative Study.JMIR formative research · 2025Article
- The effect of improving psychosocial stressors on psychological distress: a quasi-experiment of Finnish health and social care workers.Scandinavian journal of public health · 2025Article
- General Worker's Sleep Disturbances and the Degree of Cold-Heat Symptoms: a national cross-sectional survey.Journal of pharmacopuncture · 2024Article
- Working hours and health - key research topics in the past and future.Scandinavian journal of work, environment & health · 2024Review
- Managing Sustainable Working Hours within Participatory Working Time Scheduling for Nurses and Assistant Nurses: A Qualitative Interview Study with Managers and Staffing Assistants.Journal of nursing management · 2023Article
- Working Time Control and Variability in Europe Revisited: Correlations with Health, Sleep, and Well-Being.International journal of environmental research and public health · 2022Article
- The Time-Varying Effect of Participatory Shift Scheduling on Working Hour Characteristics and Sickness Absence: Evidence from a Quasi-Experiment in Hospitals.International journal of environmental research and public health · 2022Article
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
Shift workers are at increased risk of health problems. Effective preventive measures are needed to reduce the unfavourable effects of shift work. In this study we explored whether use of digital participatory working time scheduling software improves employee well-being and perceived workability by analysing an observational cohort study as a pseudo-experiment. Participants of the Finnish Public Sector cohort study with payroll records available between 2015 and 2019 were included (N = 2427). After estimating the propensity score of using the participatory working time scheduling software on the baseline characteristics using multilevel mixed-effects logistic regression and assigning inverse probability of treatment weights for each participant, we used generalised linear model to estimate the effect of using the participatory working time scheduling software on employees' control over scheduling of shifts, perceived workability, self-rated health, work-life conflict, psychological distress and short sleep (≤6 h). During a 2-year follow-up, using the participatory working time scheduling software reduced the risk of employees' low control over scheduling of shifts (risk ratio [RR] 0.34; 95% CI 0.25-0.46), short sleep (RR 0.70; 95% CI 0.52-0.95) and poor workability (RR 0.74; 95% CI 0.55-0.99). The use of the software was not associated with changes in psychological distress, self-rated health and work-life conflict. In this observational study, we analysed as a pseudo-experiment, the use of participatory working time scheduling software was associated with increased employees' perceived control over scheduling of shifts and improved sleep and self-rated workability.
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Registered trials
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