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The Effects of Improved Cassava Variety Adoption on Farmers’ Technical Efficiency in Indonesia

Author

Listed:
  • Syafrial
  • Hery Toiba
  • Moh Shadiqur Rahman
  • Dwi Retnoningsih

Abstract

The adoption of technological innovations, such as an improved variety, has been widely promoted worldwide to improve agricultural productivity. This study aimed to examine factors affecting farmers’ decision to adopt a new improved cassava varieties (NICV), and to estimate the effects of NICV adoption on farmers’ technical efficiency. This research used cross-sectional data from 300 cassava farmers in East Java, Indonesia. Furthermore, the data were analyzed by probit regression to examine factors affecting farmers’ decision to adopt NICV. Propensity score matching (PSM) procedures and stochastic frontier analysis were applied to evaluate the impact of NICV adoption on farmers’ technical efficiency. The results indicated that adoption was highly influenced by cooperative membership, access to credit, internet access, certified land, and off-farm work. The stochastic frontier analysis, by controlling the matched sample using PSM procedures, demonstrated that NICV adoption positively and significantly impacted farmers’ technical efficiency. Those who adopted NICV showed a higher technical efficiency level than those who did not. This finding implies that improved varieties could be further promoted to increase productivity. The research suggests that there is a need to improve NICV adoption to increase the levels of technical efficiency and productivity.

Suggested Citation

  • Syafrial & Hery Toiba & Moh Shadiqur Rahman & Dwi Retnoningsih, 2021. "The Effects of Improved Cassava Variety Adoption on Farmers’ Technical Efficiency in Indonesia," Asian Journal of Agriculture and Rural Development, Asian Economic and Social Society, vol. 11(4), pages 269-278.
    • Handle: RePEc:asi:ajosrd:v:11:y:2021:i:4:p:269-278:id:4347
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    Citations

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    Cited by:

    1. Diro, Samuel & Mohammed, Ali & Getahun, Wudineh & Mamo, Tadele, 2024. "Technical Efficiency of Smallholder Wheat Farmers in Ethiopia: A Panel Data Approach," IAAE 2024 Conference, August 2-7, 2024, New Delhi, India 344277, International Association of Agricultural Economists (IAAE).
    2. Hari Wahyu Wijayanto & Kai-An Lo & Hery Toiba & Moh Shadiqur Rahman, 2022. "Does Agroforestry Adoption Affect Subjective Well-Being? Empirical Evidence from Smallholder Farmers in East Java, Indonesia," Sustainability, MDPI, vol. 14(16), pages 1-10, August.
    3. Campina Illa Prihantini & Nuhfil Hanani & Syafrial & Rosihan Asmara, 2024. "Environmental–Socioeconomic Factors and Technology Adoption: Empirical Evidence from Small-Scale Salt Farmers in Improving Technical Efficiency in the Madurese Coastal Area, East Java, Indonesia," Sustainability, MDPI, vol. 16(14), pages 1-16, July.
    4. Hanani AR, Nuhfil & Asmara, Rosihan & Fahriyah, Fahriyah, 2023. "Technology gap ratio decomposition in sugarcane farming in Indonesia," Asian Journal of Agriculture and Rural Development, Asian Economic and Social Society (AESS), vol. 13(01), January.

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