We study a new and unique data set of daily aggregate transfers of funds between mutual funds held in 401(k) accounts. We find that 401(k) transfers correlate strongly and positively with contemporaneous daily returns in the corresponding asset class. GMM estimation based on the...

We study nearly 7,000 retirement accounts during the April 1994-August 1998 period. Several interesting patterns emerge. Most asset allocations are extreme (either 100 percent or zero percent in equities) and there is inertia in asset allocations. Equity allocations are higher for males, married...

This paper investigates two methods for improving participants’ asset allocations in their 401(k) plans: personalized online advice and managed account services. This paper uses a unique new dataset of individual-level administrative data from one 401(k) plan and recommendation data from an...

Using a unique dataset of 401(k) trades, this paper’s results suggest that in most cases only equity fund outflows, not inflows, are significantly related to their own past fund returns. Also, the strong correlation between flows and lagged returns is only significant when fund returns are...

At three large firms offering 401(k) plans, we assess the impact of financial literacy and trust on 401(k) savings behavior in voluntary and automatic enrollment 401(k) plans. Financial literacy plays a critical role in improving 401(k) savings behavior — it reduces both the proportion of...

Australia’s retirement income system is regarded by some as among the best in the world. It has achieved high individual saving rates and broad coverage at reasonably low cost to the government. Australia’s system does have shortcomings. It is heavily dependent on defined contribution plans...

This paper investigates three common differences among DC plans that may lead to varying degrees of information overload. We hypothesize that information overload is one reason DC participants often choose the default options. In two experiments, we manipulate the display of the investment...

This paper considers two alternative formulations of the linear factor model (LFM) with nontraded factors. The first formulation is the traditional LFM, where the estimation of risk premia and alphas is performed by means of a cross-sectional regression of average returns on betas. The second...