Family Planning Program Effects

Working Paper: NBER ID: w20586

Authors: Grant Miller; Kimberly Singer Babiarz

Abstract: This paper reviews empirical evidence on the micro-level consequences of family planning programs in middle- and low-income countries. In doing so, it focuses on fertility outcomes (the number and timing of births), women’s health and socio-economic outcomes (mortality, human capital, and labor force participation), and children’s health and socio-economic outcomes throughout the life cycle. Although effect sizes are heterogeneous, long-term studies imply that in practice, family planning programs may only explain a modest share of fertility decline in real-world settings (explaining 4-20% of fertility decline among studies finding significant effects). Family planning programs may also have quantitatively modest - but practically meaningful - effects on the socio-economic welfare of individuals and families.

Keywords: Family Planning; Fertility; Socioeconomic Outcomes; Women; Children

JEL Codes: I15; J12; J13; J18; N3; O15


Causal Claims Network Graph

Edges that are evidenced by causal inference methods are in orange, and the rest are in light blue.


Causal Claims

CauseEffect
Family planning programs (J13)Women's educational attainment (I24)
Family planning programs (J13)Children's educational outcomes (I21)
Demand-side factors (R22)Fertility decline (J19)
Supply factors + Demand-side factors (J23)Fertility changes (J13)
Family planning programs (J13)Fertility decline (J19)

Back to index