We examine how parental income and family structure during childhood and adolescence affect adult income, emphasizing the timing of these effects. Using an ordered multinomial probability model with functional covariates, we find that these familial influences are strongest in middle childhood and adolescence. We also uncover a complementary relationship in the effects of income and family structure trajectories during key developmental periods. By flexibly controlling for personal and family characteristics using nonparametric methods, our approach effectively handles high-dimensional covariates. The results advance the understanding of intergenerational income mobility and highlight the long-term importance of familial conditions for adult economic success.

More on this topic

BFI Working Paper·Oct 7, 2025

Tapping Business and Household Surveys to Sharpen Our View of Work from Home

José María Barrero, Nicholas Bloom, Kathryn Bonney, Cory Breaux, Catherine Buffington, Steven J. Davis, Lucia Foster, Brian McKenzie, Keith Savage, and Cristina Tello-Trillo
Topics: Employment & Wages
BFI Working Paper·Sep 18, 2025

The Five Shanghai Themes

Harald Uhlig
Topics: Economic Mobility & Poverty, Energy & Environment, Financial Markets, Health care
BFI Working Paper·Sep 16, 2025

Making the Invisible Hand Visible: Managers and the Allocation of Workers to Jobs

Virginia Minni
Topics: Employment & Wages