Solving the many-variables problem in MICE with principal component regression.

Multiple Imputation (MI) is one of the most popular approaches to addressing missing values in questionnaires and surveys. MI with multivariate imputation by chained equations (MICE) allows flexible imputation of many types of data. In MICE, for each variable under imputation, the imputer needs to specify which variables should act as predictors in the imputation model.

Changing attitudes about the impact of women's employment on families: The COVID-19 pandemic effect.

We use representative longitudinal panel data from the Dutch European Values Survey (EVS) to study whether the COVID-19 pandemic shifted opinions about how a woman's full-time employment impacts family life. The data was collected before the COVID-19 pandemic in 2017 and in May 2020. The analysis focuses on groups whose unpaid and paid work situation changed abruptly with the COVID-19 pandemic: parents with coresident children, and those who experienced a change in paid workload that clashes with traditional gender role expectations, namely women whose workload increased and men whose workload decreased or who stopped working.

Are we in this together? Changes in anti-immigrant sentiments during the COVID-19 pandemic.

The COVID-19 pandemic is posing a threat to people all across the globe. According to traditional literature, threat perceptions induce anti-immigrant sentiments, as ingroup identity and self-interest are strengthened at the expense of the outgroup. In this study, we investigate whether the COVID-19 pandemic indeed increases anti-immigrant sentiments, or that this type of threat elicits other or no group related responses.

The perceived deservingness of COVID-19 healthcare in the Netherlands: a conjoint experiment on priority access to intensive care and vaccination.

Background: Amidst the COVID-19 pandemic, governments, health experts, and ethicists have proposed guidelines about ICU triage and priority access to a vaccine. To increase political legitimacy and accountability, public support is important. This study examines what criteria beyond medical need are deemed important to be perceived of priority COVID-19 healthcare access.

Mind over matter. The impact of subjective social status on health outcomes and health behaviors.

Recent insights have shown subjective status to impact health and health behavior. It is however unclear how this exactly happens. In this study we explore two mechanisms: this of a direct, mediating effect of subjective status explaining the impact of material class on health outcomes and behavior and an indirect, moderating impact on the relationship between material class and health outcomes and behavior.

Imagining class: A study into material social class position, subjective identification, and voting behavior across Europe.

The traditional approach to class voting has largely ignored the question whether material class positions coincide with subjective class identification. Following Sosnaud et al. (2013), this study evaluates party preferences when Europeans' material and subjective social class do not coincide.

Hard times and European youth. The effect of economic insecurity on human values, social attitudes and well-being.

While economic downturns have adverse effects on young people's life chances, empirical studies examining whether and to what extent human values, social attitudes and well-being indicators respond to sudden economic shocks are scarce. To assess the claim that human values are less affected by economic shocks than social attitudes and well-being, two distinct yet related studies based on the European Social Survey (ESS) are conducted. The first employs a fixed effects pseudo-panel analysis of the 2008-2014 ESS-waves to detect whether changes over time in the socio-demographic group's unemployment risk and national youth unemployment affect individual dispositions to varying degrees.