RT info:eu-repo/semantics/article T1 Influence of Cushioning Variables in the Workplace and in the Family on the Probability of Suffering Stress A1 Cárdenas Gonzalo, David K1 Bayesian networks K1 Cushioning variables K1 European survey K1 Stress K1 Working conditions K1 Trabajo-Organización K1 Work design K1 Salud K1 Health K1 Mathematical statistics K1 Estadística matemática AB Stress at work and in the family is a very common issue in our society that generates many health-related problems. During recent years, numerous studies have sought to define the term stress, raising many contradictions that various authors have studied. Other authors have attempted to establish some criteria, in subjective and not very quantitative ways, in an attempt to reduce and even to eliminate stressors and their effects at work and in the family context. The purpose of this study was to quantify so-called cushioning variables, such as control, social support, home/work life conciliation, and even sports and leisure activities, with the purpose of, as much as possible, reducing the negative effects of stress, which seriously affects the health of workers. The study employs data from the Fifth European Working Conditions Survey, in which nearly 44,000 interviewees from 34 countries in the European Union participated. We constructed a probabilistic model based on a Bayesian network, using variables from both the workplace and the family, the aforementioned cushioning variables, as well as the variable stress. If action is taken on the above variables, then the probabilities of suffering high levels of stress may be reduced. Such action may improve the quality of life of people at work and in the family. PB Elsevier SN 2093-7911 YR 2016 FD 2016-09 LK http://hdl.handle.net/10259/8141 UL http://hdl.handle.net/10259/8141 LA eng DS Repositorio Institucional de la Universidad de Burgos RD 13-may-2024