The Effect of Cash Assistance Programs on Children's Involvement in Domestic and Economic Activities in Indonesia
DOI:
https://doi.org/10.37385/ijedr.v6i6.9765Keywords:
cash assistance, bivariate probit model, work duration, labor participation, child laborAbstract
This study examines the impact of conditional (PKH) and unconditional (UCT/BLT and BLSM) cash assistance programs on children’s participation in work and their working hours in Indonesia using IFLS Wave 5 data, focusing on 2,530 working children aged 5–14 years. Since beneficiary and non-beneficiary households differ in observable characteristics, the analysis addresses potential selection bias and endogeneity through a bivariate probit model that jointly estimates child labor participation and program receipt. The findings indicate that PKH reduces children’s involvement in household chores; however, both PKH and UCT increase the likelihood of children engaging in economic activities, suggesting a shift rather than a reduction in child labor. Cash assistance is also positively associated with longer working hours, particularly among UCT recipients in economic and combined work sectors and PKH recipients in domestic and combined sectors. These effects are more pronounced among girls, older children, and those living in rural or non-Java regions. Overall, the results show that current cash transfer schemes have not fully alleviated household dependence on child labor. Enhancing program effectiveness requires adjustments to benefit adequacy, integration with family economic empowerment initiatives, and regionally responsive policy designs.
References
Basu, K., & Van, P. H. (1998). The economics of child labor. American Economic Review, 88(3), 412–427.
Benedetti, F., Ibarrarán, P., & McEwan, P. J. (2016). Do education and health conditions matter in a large cash transfer? Evidence from a Honduran experiment. Economic Development and Cultural Change, 64(4), 759–793. https://doi.org/10.1086/686583
Dake, F., Natali, L., Angeles, G., de Hoop, J., & Handa, S. (2020). The impact of unconditional cash transfer on school attendance and child labor: Evidence from Zimbabwe. Children and Youth Services Review, 108, 104576.
Dammert, A. C., de Hoop, J., Mvukiyehe, E., & Rosati, F. C. (2018). Effects of public policy on child labor: Current knowledge, gaps, and implications for program design. World Development, 110, 104–123. https://doi.org/10.1016/j.worlddev.2018.05.001
Del Carpio, X. V., Loayza, N. V., & Wada, T. (2016). The impact of conditional cash transfers on the amount and type of child labor. World Development, 80, 33–47. https://doi.org/10.1016/j.worlddev.2015.11.013
Edmonds, E. V., & Schady, N. (2012). Poverty alleviation and child labor. American Economic Journal: Economic Policy, 4(4), 100–124. https://doi.org/10.1257/pol.4.4.100
Fiszbein, A., & Schady, N. R. (2009). Conditional cash transfers. The World Bank. https://doi.org/10.1596/978-0-8213-7352-1
Greene, W. H. (2012). Econometric analysis (7th ed.). Pearson.
Hidayatina, A., & Garces-Ozanne, A. (2019). Can cash transfers mitigate child labour? Evidence from Indonesia’s cash transfer programme for poor students in Java. World Development Perspectives, 15, 100129. https://doi.org/10.1016/j.wdp.2019.100129
International Labour Organization. (2017). World employment social outlook: Trends for youth 2017. ILO.
International Labour Organization & UNICEF. (2021). Child labour: Global estimates 2020, trends and the road forward. ILO.
Indonesian Data. (2024). Data on the number and percentage of child labor in Indonesia in 2016–2023.
Miller, C., & Tsoka, M. (2012). Cash transfers and children’s education and labour among Malawi’s poor. Development Policy Review, 30(4), 499–522. https://doi.org/10.1111/j.1467-7679.2012.00586.x
Ministry of Social Affairs of the Republic of Indonesia. (2021). Guidelines for the implementation of the Family Hope Program in 2021. Ministry of Social Affairs.
Strauss, J., Witoelar, F., & Sikoki, B. (2016). The fifth wave of the Indonesia Family Life Survey (IFLS5): Overview and field report.
United Nations Children’s Fund. (2020). Situasi Anak di Indonesia: Tren, peluang, dan tantangan dalam memenuhi hak-hak anak. UNICEF Indonesia.
Wooldridge, J. M. (2010). Econometric analysis of cross-section and panel data. MIT Press.
World Bank. (2005). Gender issues in child labor (PREM Notes No. 100). World Bank.


