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The efficiency of health and education expenditures in the Philippines

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  • Rouselle Lavado
  • Emilyn Cabanda

Abstract

This paper attempts to measure the efficiency of provinces in the Philippines in utilizing public resources for health and education where only 1% of the total budget is spent for health and 3% is allocated for education. With such budget constraints, it is important to examine the efficiency of spending on social services as small changes can have a major impact in achieving the Millennium Development Goals. Efficiency is defined as the deviation from the frontier which represents the maximum output attainable from each input level. This efficiency frontier is estimated using the data envelopment analysis, free disposal hull and Malmquist-DEA. We use expenditures for social services for input and primary and secondary enrollment rates, literacy rate per province, and life expectancy for outputs. An analysis of efficiency scores shows that provinces where the level of inequality is higher (as measured by the Gini coefficient) as well as those who receive a larger portion of their budget as grants are among the least efficient. This research can help in the budget allocation and rationalization among Philippine provinces. Copyright Springer-Verlag 2009

Suggested Citation

  • Rouselle Lavado & Emilyn Cabanda, 2009. "The efficiency of health and education expenditures in the Philippines," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 17(3), pages 275-291, September.
    • Handle: RePEc:spr:cejnor:v:17:y:2009:i:3:p:275-291
    DOI: 10.1007/s10100-009-0095-1
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    References listed on IDEAS

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    Cited by:

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    2. Anup Kumar Yadava & Yadawananda Neog, 2022. "Public Sector Performance and Efficiency Assessment of Indian States," Global Business Review, International Management Institute, vol. 23(2), pages 493-511, April.
    3. World Bank, 2011. "Philippines," World Bank Publications - Reports 27384, The World Bank Group.
    4. Babak Daneshvar Rouyendegh & Asil Oztekin & Joseph Ekong & Ali Dag, 2019. "Measuring the efficiency of hospitals: a fully-ranking DEA–FAHP approach," Annals of Operations Research, Springer, vol. 278(1), pages 361-378, July.
    5. Sona Stikarova, 2014. "Economic growth, inequality and efficiency," Department of Economic Policy Working Paper Series 006, Department of Economic Policy, Faculty of National Economy, University of Economics in Bratislava.
    6. Diogo Cunha Ferreira & Rui Cunha Marques, 2020. "A step forward on order-α robust nonparametric method: inclusion of weight restrictions, convexity and non-variable returns to scale," Operational Research, Springer, vol. 20(2), pages 1011-1046, June.
    7. Campoli, Jessica Suárez & Alves Júnior, Paulo Nocera & Rossato, Fabrícia Gladys Fernandes da Silva & Rebelatto, Daisy Aparecida do Nascimento, 2020. "The efficiency of Bolsa Familia Program to advance toward the Millennium Development Goals (MDGs): A human development indicator to Brazil," Socio-Economic Planning Sciences, Elsevier, vol. 71(C).
    8. Yanghong Wu & Xiaoliang Zhou, 2021. "Research on the Efficiency of China’s Fiscal Expenditure Structure under the Goal of Inclusive Green Growth," Sustainability, MDPI, vol. 13(17), pages 1-24, August.
    9. Mahdi Moeini & Zied Jemai & Evren Sahin, 2015. "Location and relocation problems in the context of the emergency medical service systems: a case study," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 23(3), pages 641-658, September.
    10. Malgorzata Klaudia Guzowska & Barbara Kryk, 2021. "Efficiency of Implementing Climate/Energy Targets of the Europe 2020 Strategy and the Structural Diversity between Old and New Member States," Energies, MDPI, vol. 14(24), pages 1-18, December.

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