Modeling Technology Acceptance for Agribusiness Education and Practices in East Java
DOI:
10.29303/jppipa.v11i9.12511Published:
2025-09-25Downloads
Abstract
This study develops and validates a model for understanding technology acceptance and use in the agribusiness sector of East Java, Indonesia, using the Unified Theory of Acceptance and Use of Technology (UTAUT) as the foundation. The research analyzed Performance Expectancy, Effort Expectancy, Social Influence, Facilitating Conditions, Behavioral Intention, Use Behavior, Techno Skepticism, and Local Wisdom with data from 207 farmers in Pasuruan Regency, applying PLS-SEM. Results showed that Performance Expectancy and Effort Expectancy were the strongest predictors of Behavioral Intention, while Local Wisdom significantly moderated the relationship between intention and use. Techno Skepticism had a negative effect on intention. The extended UTAUT model thus provides a context-specific framework for agribusiness in developing countries. These findings offer practical implications for education, training, and agricultural policy by aligning digital innovation with local socio-cultural realities.Keywords:
Agribusiness 4.0 Digital agriculture East Java Local wisdom Technology Acceptance Techno skepticism UTAUTReferences
Aberth, W. A. (2024, November 1). Kontribusi Pertanian pada PDB Capai Lebih dari 12%. Retrieved from GoodStats: https://data.goodstats.id/statistic/kontribusi-pertanian-pada-pdb-capai-lebih-dari-12-eskl7
Aubert, B. A., Schroeder, A., & Grimaudo, J. (2012). IT as enabler of sustainable farming: An empirical analysis of farmers' adoption decision of precision agriculture technology. Decision Support Systems Vol. 54, 510-520. doi:https://doi.org/10.1016/j.dss.2012.07.002 DOI: https://doi.org/10.1016/j.dss.2012.07.002
FAO. (2018, December). Guidelines on defining rural areas and compiling indicators for development policy. Retrieved from Report of Food and Agriculture Organization of The United Nations: https://openknowledge.fao.org/server/api/core/bitstreams/5fc6bb8d-32a7-4c5e-ac71-81c1f19d13e4/content
FAO. (2022). The State of Food and Agriculture 2022. Leveraging automation in agriculture for transforming agrifood systems. Rome: FAO. doi:https://doi.org/10.4060/cb9479en DOI: https://doi.org/10.4060/cb9479en
FAO; ITU. (2023). Digital excellence in agriculture report – FAO-ITU regional contest on good practices advancing digital agriculture in Europe and Central Asia. Budapest: FAO. doi:https://doi.org/10.4060/cc4764en DOI: https://doi.org/10.4060/cc4764en
Hair, J. F., Hult, G. T., Ringle, C. M., & Sarstedt, M. (2017). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) (2nd ed.). Amerika: SAGE Publications.
Kurnia, G., Setiawan, I., Tridakusumah, A. C., Jaelani, G., Heryanto, M. A., & Nugraha, A. (2022). Local Wisdom for Ensuring Agriculture Sustainability: A Case from Indonesia. Sustainability Vol. 14, 1-13. doi:https://doi.org/10.3390/su14148823 DOI: https://doi.org/10.3390/su14148823
OECD. (2023, December). PISA 2022 Results (Volume I and II) - Country Notes: Indonesia. Retrieved from https://www.oecd.org/en/publications/pisa-2022-results-volume-i-and-ii-country-notes_ed6fbcc5-en/indonesia_c2e1ae0e-en.html
Parasuraman, A. (2000). Technology Readiness Index (Tri): A Multiple-Item Scale to Measure Readiness to Embrace New Technologies. Sage Journals of Service Research, 2(4), 307-319. doi:https://doi.org/10.1177/109467050024001 DOI: https://doi.org/10.1177/109467050024001
Salem, H. A. (2025). Youth Entrepreneurship and Employment Support Services Programme. Retrieved from Laman IFAD: https://www.ifad.org/en/w/projects/2000001202
Santoso, D. B., Pangestuty, F. W., & Huang, W.-C. (2023). Does Internet Use Lead to an Increase in Farmers’ Income? : Evidence From East Java. RefPress: Review of Economics and Finance, 909-915. Retrieved from RefPress: Review of Economics and Finance: https://refpress.org/ref-vol21-a99/
Satria, D., Maghraby, W., & Setyanti, A. M. (2025). Digital Agricultural Technology for Smallholder Farmers: Barriers and Opportunities in Indonesia. Soca: Jurnal Sosial Ekonomi Pertanian, 267-281. doi:https://doi.org/10.24843/SOCA.2024.v18.i03.p01 DOI: https://doi.org/10.24843/SOCA.2024.v18.i03.p01
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User Acceptance of Information Technology: Toward a Unified View. MIS Quarterly, 425-478. Retrieved from https://doi.org/10.2307/30036540 DOI: https://doi.org/10.2307/30036540
Venkatesh, V., Thong, J. Y., & Xu, X. (2012). Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology. MIS Quarterly, 157-178. Retrieved from https://doi.org/10.2307/41410412 DOI: https://doi.org/10.2307/41410412
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