JICA and BSP Propel SME Financial Inclusion with Risk-Based Lending Approach

JICA and BSP Propel SME Financial Inclusion with Risk-Based Lending Approach | Daily Tribune

The Japan International Cooperation Agency (JICA) and the Bangko Sentral ng Pilipinas are accelerating the promotion of financial inclusion of SMEs through the adoption of a risk-based lending approach, instead of the conventional bank assessment requiring an adequate collateral, which SMEs may find difficult to provide.

While data from the 2023 List of Establishments by the Philippine Statistics Authority reveal that 99.63 percent of the over 1.2 million business organizations in the country are classified as micro, small and medium enterprises, according to 2020 PSA data, they only contribute 35.7 percent of total value-added in 2020.

The CRD scoring model is based on various data points from anonymized financial statements submitted by participating financial institutions.

It is developed by JICA and BSP with the technical support of CRD Association Japan1, to assist financial institutions effectively evaluate the creditworthiness of SMEs and calculate their probability of default.

The model takes from Japan’s CRD, which holds anonymized data of more than 3 million SMEs in Japan and is used by more than 165 institutions to analyze the credit score of SMEs.

The Philippines is the first country to adopt Japan CRD’s approach or model where the database is composed of anonymous financial information that does not contain individual information.

Following the success of the initial batch of 17 pioneering financial institutions during the beginning of the first phase, the project gathered enough anonymized data points, which were used to develop the statistical scoring model.

As the CRD was rolled out and its merits became evident, 16 additional institutions to date have joined subsequently, and responded to the call for sustainable financing for SMEs.

Inclusion of more participating financial institutions and further service development are also some of the objectives of the second phase of the project.

The JICA-BSP project is significantly aligned with the Philippine government’s push for digital transformation, as it utilizes and stores the bank records and financial statements into a digital database.