IntroductionPsychological health at work, a multidimensional concept grasped by the absence of negative states and by the presence of positive states, is here approximated in terms of distress and well-being.ObjectiveThis study was aimed at examining the extent to which job demands, individual resources (optimism), and organizational resources (climate) are linked to well-being and distress at work. We looked at whether these links are mediated in satisfaction of the three basic psychological needs posited in self-determination theory (competence, relatedness, and autonomy).MethodThe participants were 298 French elementary, middle, and high school teachers who were asked to answer a questionnaire. The data was analyzed using Hayes and Preacher's method for testing multiple mediations.ResultsSatisfaction of the psychological needs for competence and relatedness fully mediated the links between job climate and psychological health at work (well-being and distress). Optimism turned out to be an important factor of health, not only because it had a strong impact on well-being and distress, but also because its effects were partially mediated by satisfaction of the need for competence.ConclusionThe present results confirm the relevance of the variables used to predict psychological health (particularly optimism). Job demands directly affected well-being and distress levels. The climate — by way of satisfaction of the need for competence and for relatedness — plays a critical role in matters of occupational health. 相似文献
In this article, data from the 2005 European Working Conditions Survey are used to examine the relationship between contemporary employment arrangements and the work-related well-being of European employees. By means of a Latent Class Cluster Analysis, several features of the employment conditions and relations characterizing jobs are combined in a typology of five employment arrangements: SER-like, instrumental, precarious unsustainable, precarious intensive and portfolio jobs. These job types show clear relationships with separate indicators of job satisfaction, perceived safety climate and the ability to stay in employment, as well as with an overall indicator for work-related well-being. The findings from this multifaceted approach towards employment quality raise questions about the long-term sustainability of highly flexible and de-standardized employment arrangements. 相似文献
The use of empirical prior information about participants has been shown to substantially improve the efficiency of computerized adaptive tests (CATs) in educational settings. However, it is unclear how these results translate to clinical settings, where small item banks with highly informative polytomous items often lead to very short CATs. We explored the risks and rewards of using prior information in CAT in two simulation studies, rooted in applied clinical examples. In the first simulation, prior precision and bias in the prior location were manipulated independently. Our results show that a precise personalized prior can meaningfully increase CAT efficiency. However, this reward comes with the potential risk of overconfidence in wrong empirical information (i.e., using a precise severely biased prior), which can lead to unnecessarily long tests, or severely biased estimates. The latter risk can be mitigated by setting a minimum number of items that are to be administered during the CAT, or by setting a less precise prior; be it at the expense of canceling out any efficiency gains. The second simulation, with more realistic bias and precision combinations in the empirical prior, places the prevalence of the potential risks in context. With similar estimation bias, an empirical prior reduced CAT test length, compared to a standard normal prior, in 68% of cases, by a median of 20%; while test length increased in only 3% of cases. The use of prior information in CAT seems to be a feasible and simple method to reduce test burden for patients and clinical practitioners alike. 相似文献