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Syahdar Baba
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Agriculture, Biological Sciences & Forestry Humanities Biochemistry, Genetics & Molecular Biology Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Engineering Environmental Science Immunology & microbiology Industrial & Manufacturing Engineering Public Health Social Sciences Transportation Veterinary Other

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Ordinal regression of rice technology adoption in Pinrang, Indonesia HASNAL, HASNAL; BDR, MUH. FARID; AKHSAN, AKHSAN; JAMIL, MUHAMMAD HATTA; BABA, SYAHDAR
Asian Journal of Agriculture Vol. 10 No. 1 (2026)
Publisher : Smujo International

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.13057/asianjagric/g100146

Abstract

Abstract. Hasnal, BDR MF, Akhsan, Jamil MH, Baba S. 2026. Ordinal regression of rice technology adoption in Pinrang, Indonesia. Asian J Agric 10 (1): g100146. https://doi.org/10.13057/asianjagric/g100146. The agricultural sector continues to play a vital role in sustaining livelihoods in Indonesia, contributing significantly to national food security and rural economic development, with rice as the staple food. However, the decline in rice cultivation area and productivity in Pinrang District highlights the need to enhance the adoption of agricultural technology. Optimizing rice production requires intensive management, including the use of modern equipment, high-yielding varieties, and the implementation of sustainable agricultural practices. This study examines the socioeconomic factors influencing the adoption of rice farming technology amid increasing agricultural digitalisation. The results indicate that most farmers are at a moderate level of technology adoption, suggesting uneven diffusion across farmer groups. Formal education, distance from home to farmland, extension intensity, and household income emerged as key positive predictors of adoption. In contrast, participation in non-formal education had a negative effect, particularly among farmers who had never attended non-formal training. These findings provide important insights for policymakers and stakeholders in designing targeted interventions, strengthening extension services, and improving access to education and resources to promote wider adoption of agricultural technologies and ultimately enhance rice productivity and farmers’ welfare.
Co-Authors A. Abdullah Abd. Rahim Abd. Rasyid Syamsuri Afsitin Joan Tatra Ahmad Ramadhan Siregar Akhsan Akhsan Al-Gazali, Al-Gazali Ali, Hikmah M. Aminah Aminah Andi Amidah Amrawati Andi Dagong, Muhammad Ihsan Annisa, Aulisani Arizal Arizal Mangka Arizal Hatam Asmuddin Natsir Asnawi, Aslina Aulia Nurul Hikmah Aulia Uswa Noor Aulia Uswa Noor Khasanah Aulisani Annisa Bdr, Muh. Farid Dagong, Muh. Ihsan A. Dagong, Muhammad Andi Ihsan Dariyatmo, Iin Mulyawati Doddy Ismunandar Bahari Eka Hardiyani Fadlirrahman Latief Firdayanti, Firdayanti Gustia Hajriani, Sri Hargiani, Fransisca Xaveria Hasbi Hasman, Hasman HASNAL, HASNAL Hasrin Hastang, Hastang Hatta Muhammad Husnaeni Husnaeni Idrus, Izdin Ikra, Ikra Ilham Syarif Indrawirawan Indrawirawan Irsan Rahman, Irsan Jamil, Muhammad Hatta jamila Jamila Kamarulzaman, Nitty Hirawaty Khasanah, Aulia Uswa Noor La Sisi Mashuri Masri Mashuri Masri Mohammad Saleh, Ikrar Muh. Darwis Muhammad Erik Kurniawan Muhammad Hatta Muhammad Ihsan Andi Dagong Muhammad Risal, Muhammad Nasir, Muh. Satrya Neks Triani Nur Afni Nur, Aprisal Nurlaelah, Siti Purbaningsih, Yuli Putra Astaman Qadaruddin Fajri Adi Rahim, Lellah Rahmat Ari. F Raodatul Jannah Rusny Rusny Sagista, Aminah Salam, La Ode Muh. Aswad Siti Nurlaelah Sitti Nurani Sirajuddin Sitti Sohrah Sitti Sohrah Sitti Sohrah Sohrah, Sitti Sri Lestari, Veronica Sudirman Baco, Sudirman Utamy, Renny Fatmyah Yudu, Syahida Zulkhar Naim Zulkharnaim Zulkharnaim