Related Experiment Video
Updated: Jul 16, 2026

Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills
Published on: September 17, 2019
Socio-economic status, permanent income, and fertility: a latent-variable approach
Kenneth A Bollen1, Jennifer L Glanville, Guy Stecklov
1University of North Carolina at Chapel Hill, USA.
Abstract:
This paper examines how permanent income and other components of socio-economic status (SES) are related to fertility in less developed countries. Because permanent income cannot be measured directly, we employ a latent-variable method. We compare our results with those of the more common proxy-variable method and investigate the consequences of not accounting for measurement error. Using data from Ghana and Peru, we find that permanent income has a large, negative influence on fertility and that research must take the latent nature of permanent income into account to uncover its influence. Controlling for measurement error in the proxies for permanent income can also lead to substantial changes in the estimated effects of control variables. Finally, we examine which of the common proxies for permanent income most closely capture the concept. The results have implications beyond this specific dependent variable, providing evidence on the sensitivity of microanalyses to the treatment of long-term economic status.
Related Concept Videos
Applications of Life Tables
Longitudinal Studies
Life Histories
Regression Toward the Mean
Population Growth
Longitudinal Research