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Comparing Depressive Symptoms, Emotional Exhaustion, and Sleep Disturbances in Self-Employed and Employed Workers: Application of Approximate Bayesian Measurement Invariance
Stockholm University, Faculty of Social Sciences, Department of Psychology, Work and organizational psychology.
Stockholm University, Faculty of Social Sciences, Department of Psychology, Work and organizational psychology.ORCID iD: 0000-0002-8683-115X
Stockholm University, Faculty of Social Sciences, Department of Psychology, Stress Research Institute.
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2021 (English)In: Frontiers in Psychology, E-ISSN 1664-1078, Vol. 11, article id 598303Article in journal (Refereed) Published
Abstract [en]

Studies investigating differences in mental health problems between self-employed and employed workers have provided contradictory results. Many of the studies utilized scales validated for employed workers, without collecting validity evidence for making comparisons with self-employed. The aim of this study was (1) to collect validity evidence for three different scales assessing depressive symptoms, emotional exhaustion, and sleep disturbances for employed workers, and combinators; and (2) to test if these groups differed. We first conducted approximate measurement invariance analysis and found that all scales were invariant at the scalar level. Self-employed workers had least mental health problems and employed workers had most, but differences were small. Though we found the scales invariant, we do not find them optimal for comparison of means. To be more precise in describing differences between groups, we recommend using clinical cut-offs or scales developed with the specific purpose of assessing mental health problems at work.

Place, publisher, year, edition, pages
2021. Vol. 11, article id 598303
Keywords [en]
self-employed, Entrepreneurship, Sweden, emotional exhaustion, depressive symptoms, sleep disturbances, mental health problems, approximate measurement invariance
National Category
Psychology
Research subject
Psychology
Identifiers
URN: urn:nbn:se:su:diva-190593DOI: 10.3389/fpsyg.2020.598303ISI: 000618211800001OAI: oai:DiVA.org:su-190593DiVA, id: diva2:1530927
Note

This research was funded with a grant from the Swedish Research Council for Health, Working Life, and Welfare (FORTE 2017-01063). The Swedish Research Council (Vetenskapsrådet 2013-01645) funded the data collection for the SLOSH-wave used in this study.

Available from: 2021-02-24 Created: 2021-02-24 Last updated: 2025-03-27Bibliographically approved
In thesis
1. Health of self-employed workers: Capturing heterogenity, complexity, and temporal patterns
Open this publication in new window or tab >>Health of self-employed workers: Capturing heterogenity, complexity, and temporal patterns
2025 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

The self-employed are a relatively small, but important group of workers. They contribute to society and its economy through growth, innovation, and job-creation. Self-employed work is characterised by working for oneself; it is associated with high levels of autonomy, but also uncertainty about income, high demands, and sometimes lack of social context at work. This may lead to strenuous work situations and thus impaired health, which over time can affect work negatively, in a reciprocal relationship where health and work affect each other. Despite the importance of self-employed workers, health and the unique circumstances of self-employed work are still understudied. Further, while they are a diverse group, this heterogeneity has seldom been considered in earlier research. 

This thesis investigates health in terms of wellbeing, illbeing, and self-rated health in relationship to work and demographic characteristics, entrance into, and exit out of self-employment, thereby taking the heterogeneity of self-employed workers into account. The thesis comprises three studies based on survey data to: compare mental illbeing in self-employed workers, organisationally-employed workers, and those combining the two types of work (Study I); study the health of workers engaging in self-employment over time (Study II); and compare wellbeing and its relationship to experiences of work in self-employed and organisationally-employed workers (Study III). In all studies, advanced statistical methods using the Bayesian approach were applied to accurately model the complexity of the longitudinal or multilevel data.

In Study I, we found that illbeing in self-employed, organisationally-employed workers and combinators does not substantially differ. In Study II we demonstrate that workers engaging in self-employment belong to four distinct health profiles, which they also mostly maintain over time. Furthermore, entrance into and exit out of self-employed work, and work characteristics, but not demographic characteristics, are related to these health profiles of the self-employed. Lastly, in Study III, we found that experience of self-determination and meaning during the performance of work tasks have stronger associations with wellbeing than employment type (self-employed or organisationally employed).

In summary, this thesis shows that there are few substantial differences in illbeing between organisationally-employed workers, self-employed workers, and combinators. Further, and perhaps explaining some of these results, there is variation in the health of self-employed workers, both between different individuals, and over time, indicating that heterogeneity among self-employed workers is substantial. Lastly, also further explaining why health differences between workers of different employment forms are small, differences in wellbeing between self-employed and employed workers can be explained by the tasks that these workers perform during the day, beyond that of their employment form.

This thesis shows the importance of taking aspects of health, time, heterogeneity of workers, and assessment of these into account to gain more in-depth understanding of the interrelations between health and self-employed work.  

Place, publisher, year, edition, pages
Stockholm: Department of Psychology, Stockholm University, 2025. p. 79
Keywords
Self-employment, entrepreneurship, health, wellbeing, illbeing, self-rated health, work environment, work characteristics
National Category
Public Health, Global Health and Social Medicine
Research subject
Psychology
Identifiers
urn:nbn:se:su:diva-241322 (URN)978-91-8107-188-7 (ISBN)978-91-8107-189-4 (ISBN)
Public defence
2025-05-15, Lärosal 31, hus 4, vån 2, Campus Albano, Albanovägen 12, Stockholm, 10:00 (Swedish)
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Available from: 2025-04-22 Created: 2025-03-27 Last updated: 2025-04-11Bibliographically approved

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Bergman, Louise E.Bernhard-Oettel, ClaudiaLeineweber, Constanze

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