Impact of credit access on farm performance: Does source of credit matter?

Tri Haryanto, Wahyu Wisnu Wardana, Iqram Ramadhan Jamil, Annisaa Rizky Dwi Brintanti, Kabiru Hannafi Ibrahim

Research output: Contribution to journalArticlepeer-review

1 Citation (Scopus)


Access to credit is crucial to improve farm performance as it allows farmers to procure inputs and technology. However, on the empirical front, evidence of the impact of agricultural credit access remains scanty. This study examines how access to credit from formal and informal sources influences the productivity and technical efficiency of maize farming in ten major maize-producing provinces in Indonesia. Secondary Food Crops Survey data by Statistics Indonesia were employed and analyzed using a quasi-experimental approach, i.e., the propensity score matching (PSM). The estimation shows that agricultural credit access improves farm performance. In fact, the ability to obtain credit from institutions increased productivity and technical efficiency more effectively than from informal sources. This study suggests that agricultural credit access remains relevant in Indonesia and needs to be improved continuously.

Original languageEnglish
Article numbere19720
Issue number9
Publication statusPublished - Sept 2023


  • Agricultural credit
  • Agricultural development
  • Formal and informal sources
  • Indonesia
  • Maize productivity
  • Technical efficiency


Dive into the research topics of 'Impact of credit access on farm performance: Does source of credit matter?'. Together they form a unique fingerprint.

Cite this