Investigating Factors on R estorative Sleep Quality and its Relationship with Personal Work Performance - An Analysis of Diary Data

Publikation: Arbeits- oder Diskussionspapiere und BerichteArbeits- oder Diskussionspapiere

Authors

Objective: Restorative sleep quality is crucial for an individual’s life quality and mental health. It is potentially influenced by a multitude of psychological factors. Further, personal job performance might be affected by restorative sleep quality and can represent an important factor for an individual’s personal growth and self-esteem. We evaluated how participants of online-based regeneration studies respond to sleep related items. We analyzed the effects of mental detachment from work, sleep effort, positive work reflection, and recreational activities on restorative sleep quality and subsequently its relationship with the individual performance level. Based on self-reported diary data of 432 participants including 13,984 observations, we identify influences of the predictors by using an individualized generalized ordered logit model in a Bayesian framework and estimate the parameters by employing Markov Chain Monte Carlo techniques. Our findings indicate that rumination and high sleep effort influenced restorative sleep quality negatively whereas positive work reflection and recreational activities affected the restorative sleep quality positively. Additionally, the sleep quality had a positive impact on the individual performance. We further demonstrated how individualized ordered logit models can lead to an improved performance in this context. Our findings help to gain deeper insight into the behavior of participants by revealing influences of psychological factors and thereby supporting treatment strategies in order to enhance overall therapy success.
OriginalspracheEnglisch
ErscheinungsortCornell
VerlagPsyArXiv
Anzahl der Seiten14
DOIs
PublikationsstatusErschienen - 24.07.2018

DOI

Zuletzt angesehen

Publikationen

  1. Mapping of Innovation Relations
  2. A practical perspective on repatriate knowledge transfer
  3. Relationship between pH-values and nutrient availability in forest soils - the consequences for the use of ecograms in forest ecology
  4. § 22 Level Playing Field and Sustainable Development
  5. Work availability types and well-being in Germany–a latent class analysis among a nationally representative sample
  6. Implementierung eines Fehlerpräventionsprogramms für gefahrenintensive Arbeitsprozesse
  7. The use of knowledge in inter-organisational knowledge-networks
  8. Optimal grazing management rules in semi-arid rangelands with uncertain rainfall
  9. Methodological and empirical insights from gender vulnerability and adaptation responses to climate change in South Asia–a systematic review
  10. Permeable reactive barrier technologies for groundwater remediation in Germany: Recent progress and new developments
  11. Machine Learning Analysis in the Diagnostics of the Dynamics of Ball Bearing with Different Radial Internal Clearance
  12. Existential insecurity and deference to authority
  13. Functionality or Aesthetics?
  14. Using a Bivariate Polynomial in an EKF for State and Inductance Estimations in the Presence of Saturation Effects to Adaptively Control a PMSM
  15. Editorial: Courts in Context. An Empirical Re-Evaluation of Categorization in the Asylum Regime
  16. Who wants to take an intelligence test? Personality and achievement motivation in the context of ability testing
  17. The State of Multimedia Mass-Balance Modeling in Environmental science and decision-making
  18. The utility of macroecological rules for microbial biogeography
  19. Dem Editor-in-Chief der ZfB, Günter Fandel, zum Fünfundsechzigsten
  20. Pre-service mathematics teachers' modelling processes within model eliciting activity through digital technologies
  21. Gamification and sustainable behaviour
  22. Whose home is it anyway?
  23. Concept Maps in der Hochschullehre
  24. Crop rotation modelling
  25. Manual for Analysis of Soils and Related Materials
  26. Multiple
  27. Solution for spillway chute aeration through bottom aerators