The purpose of this study is to explore the demand for robo-advising services by analyzing the participants’ behavioral characteristics and investment patterns. With the 2015 Financial Industry Regulatory Authority Investor data, we found that robo-advisor users were younger investors with...

We survey retail investors at an online bank to study beliefs about the autocorrelation of aggregate stock returns, and how these beliefs shape investment decisions measured in administrative account data. Individuals' beliefs exhibit substantial heterogeneity and predict trading responses to...

We study the relationship between saving choices and a key psychological characteristic such as locus of control using data from a longitudinal survey representative of the Dutch population. Locus of control measures the extent to which individuals perceive their life outcomes to be determined...

Planning for retirement and subsequent execution of the plan are difficult, but essential for financial security in old age. To formally analyse the interplay between planning and self-control, I introduce cognitive costs of formulating a plan into the dual-self model of impulse control. The...

A number of studies show that there is a link between social comparison and high levels of household debt. However, the exact mechanisms behind this link are not yet well understood. In this paper, we disentangle two mechanisms by performing a lab experiment designed to study the effects of...

The COVID-19 pandemic has shown how important it is to prepare one's own financial budget for the unexpected loss of income. In this dimension, the financial education of the society plays an invaluable role. It allows us to account for events that may adversely affect personal finances in our...

We establish 16 good practice principles for modelling defined contribution pension plans. These principles cover the following issues: model specification and calibration; modelling quantifiable uncertainty; modelling member choices; modelling member characteristics, such as occupation and...

We exploit inheritance episodes to provide novel causal evidence on long-run saving dynamics. For identification, we combine a panel of administrative wealth reports with the unexpected timing of sudden parental deaths. After inheritance, net worth converges towards the path established before...

We survey a representative sample of US households to study how exposure to the COVID-19 stock market crash affects expectations and planned behavior. Wealth shocks are associated with upward adjustments of expectations about retirement age, desired working hours, and household debt, but have...

We survey retail investors at an online bank to study beliefs about the autocorrelation of aggregate stock returns, and how these beliefs shape investment decisions measured in administrative account data. Individuals' beliefs exhibit substantial heterogeneity and predict trading responses to...