We study a robo-advising portfolio optimizer that constructs tailored strategies based on investors' holdings and preferences. Adopters are similar to non-adopters in terms of demographics, but have more assets under management, trade more, and have higher risk-adjusted performance. The...

Using a randomized experiment in the auto lending industry, we provide causal evidence of higher loan profitability and lower default rates with algorithmic machine underwriting, relative to human underwriting. We find that machine-underwritten loans generate 10.2% higher profit than...

On the basis of empirical data for the Swiss market this paper confirms the hypothesis that the lower direct costs of online trading (brokerage) are cancelled out by higher indirect costs (in the form of information processing costs). In addition, the report provides evidence that during the...

This paper explores the relationship between risk attitude and asset diversification in household portfolios. We first examine the impact of manifested risk aversion on the total number of distinct assets held in a portfolio (naive diversification). The second part of the paper focuses on a more...

This paper provides a joint analysis of household stockholding participation, stock location among stockholding modes, and participation spillovers, using data from the US Survey of Consumer Finances. Our multivariate choice model matches observed participation rates, conditional and...

We investigate, using the 2002 US Health and Retirement Study, the factors influencing individuals' insecurity and expectations about terrorism, and study the effects these last have on households' portfolio choices and spending patterns. We find that females, the religiously devout, those...

We investigate US households' direct investment in stocks, bonds and liquid accounts and their foreign counterparts, in order to identify the different participation hurdles affecting asset investment domestically and overseas. To this end, we estimate a trivariate probit model with three...

Eine möglichst breite Streuung der Geldanlagen gilt als eine wichtige Strategie der Risikominimierung bei Investitionsentscheidungen. Die Mehrzahl der Haushalte in Deutschland streut auch ihr Geldvermögen über mehrere Anlageformen. Ihr Anlageverhalten stimmt jedoch nur bedingt mit der von...

Whole life insurance plays an important role in household saving. However, empirical evidence on its determinants is scarce. This paper studies two natural experiments to identify the effects of tax incentives and bequest motives on life-insurance demand. An unanticipated tax reform in 2000...

Using life-history survey data from eleven European countries, we investigate whether childhood conditions, such as socioeconomic status, cognitive abilities and health problems influence portfolio choice and risk attitudes later in life. After controlling for the corresponding conditions in...