Alternative sensitivity analyses for regression estimates of treatment effects to unobserved confounding in binary and survival data

Statistical Methods & Applications - Estimates of treatment effects in non-experimental studies are subject to bias owing to unobserved confounding. It is desirable to assess the sensitivity of...     

Do childcare policies and schedule control enhance variable time workers' work–life balance? A gender analysis across European countries

Variable time work is no longer abnormal in the post-industrial economy and is accelerating due to digitisation and the COVID-19 pandemic. Previous studies have revealed a causal relationship between working time variability and work–life balance at the individual level; however, there has been less discussion of the role of the institutional context. This study examines the interplay among childcare policy, schedule control, and its relationship with work–life balance. We conducted a multilevel analysis using the European Working Conditions Survey. The analyses revealed that childcare policy has a U-shaped relationship with work–life balance for female variable time workers without schedule control. In contrast, workers with schedule control and male workers did not have a curvilinear relationship with the outcome. Our analyses imply that sufficient childcare intervention and its interaction with schedule control are necessary to offset the negative effect of childcare services on work–life balance.