No.212 Are the Operations of Microfinance Institutions Different Across Countries? A Comparative Analysis of Cambodia and the Philippines Using DEA and PCA
Of all the Southeast Asian countries, Cambodia and the Philippines have well-developed microfinance institutions (MFIs). However, the environments in which MFIs operate differ considerably between the two countries. Our study investigates the differences in management characteristics and efficiency of Cambodian and Philippine MFIs during the period of 2009-2015 using Data Envelopment Analysis (DEA) and Principal Component Analysis (PCA) and measures the key management characteristics and efficiency levels of local MFIs.
Our study found that Cambodian MFIs tend to target sustainability (profitability) oriented management, and Philippine MFIs tend to target outreach (financial service to the poor) oriented management. Second, MFIs in the Philippines had a tendency to shift toward more outreach-orientated management over the period of our analysis. Third, while there are no clear differences in the capital-intensity of MFI operations between the two countries, over time capital-intensity improved in both.
We further examined the relationship between country-specific factors, management characteristics and efficiency. We found that overall efficiency, outreach-orientation, and labor-intensive management were associated with the initial conditions of deposit-to-GDP ratio in the period of our analysis. This suggests that the development paths of MFIs are dependent on the development of traditional financial institutions in the early period of MFI development.
Keywords: Cambodia, the Philippines, MFIs, Operational Characteristics, Data Envelopment Analysis, Principle Component Analysis
This working paper was released in March, 2020 but has been removed from the page. We posted an updated version of the paper, which includes a change in order of authors (March, 2021).