The “Care Penalty” and Gender Asymmetry in the Philippine Labor Market: A Fairlie Decomposition Analysis of Labor Force Inactivity

Abstract

Despite structural human capital gains, a persistent gender gap in labor force participation (LFP) defines the Philippine economy. Utilizing individual microdata from the November 2025 Philippine Statistics Authority Labor Force Survey (n = 32,258), this paper investigates the mechanisms driving this disparity, focusing on translating findings into municipal extension frameworks at the Pamantasan ng Lungsod ng Maynila (PLM). Descriptive analysis confirms a 20.5 percentage point participation wedge, heavily underpinned by domestic asymmetry: 19.0% of women report full-time inactivity due to household duties, compared to just 1.5% of men.  We implement a binary probit model and a Fairlie non-linear decomposition across 100 replications. Probit marginal effects reveal that women are 19.7% less likely to enter the labor force than identical men. The decomposition highlights a paradox: while higher female educational endowments compress the gap, this equalizing force is entirely overwhelmed by the unexplained coefficient effect, which accounts for 88.29% of the divide. This dominant residual isolates the domestic "Care Penalty". Bridging this gap requires shifting toward targeted demand-side interventions. We outline localized strategies mapped to PLM extension agendas, leveraging Manila’s existing programs like “Serbisyong Yorme” and “Threads of Life” to build sustainable grassroots interventions.