Socioeconomic and contextual determinants of biopesticide adoption among Indonesian farmers

Main Article Content

ISTRININGSIH
ASTRINA YULIANTI
YOVITA ANGGITA DEWI
VYTA WAHYU HANIFAH
ANGGITA TRESLIYANA SURYANA
RIESTI TRIYANTI
EKA TRIANA YUNIARSIH
ALFAYANTI
DADANG
RIZKA AMALIA NUGRAHAPSARI

Abstract

Abstract. Istriningsih, Yulianti A, Dewi YA, Hanifah VW, Suryana AT, Triyanti R, Yuniarsih ET, Alfayanti, Dadang, Nugrahapsari RA. 2026. Socioeconomic and contextual determinants of biopesticide adoption among Indonesian farmers. Asian J Agric 10 (1): g100176. https://doi.org/10.13057/asianjagric/g100176. Despite being more environmentally friendly than synthetic pesticides, biopesticides remain underutilized in Indonesia due to socioeconomic and contextual constraints affecting farmers’ adoption decisions. This study employs a Theory of Planned Behavior (TPB)-informed background factor framework to examine the socioeconomic and contextual determinants of biopesticide adoption using survey data from 322 farmers cultivating six major crops across five Indonesian provinces between August and December 2020 and applies a logit regression model. The results indicate that participation in training programs, family size, formal education, and farming experience significantly increase the likelihood of biopesticide adoption, with training emerging as the strongest determinant, raising adoption probability by approximately 18 percentage points. Each additional year of schooling also increases adoption likelihood by about 2.7 percentage points. Adoption is notably higher among shallot farmers than among those cultivating other crops, reflecting crop-specific vulnerability to pest and disease attacks as well as market quality considerations. These findings underline the importance of integrating behavioral insights into agricultural extension policies through targeted training, farmer field schools, and demonstration programs to strengthen farmers’ capacity and promote biopesticide adoption in support of sustainable agriculture.

Article Details

Section

Articles

How to Cite

ISTRININGSIH, I., YULIANTI, A., DEWI, Y. A., HANIFAH, V. W., SURYANA, A. T., TRIYANTI, R., YUNIARSIH, E. T., ALFAYANTI, A., DADANG, D., & NUGRAHAPSARI, R. A. (2026). Socioeconomic and contextual determinants of biopesticide adoption among Indonesian farmers. Asian Journal of Agriculture, 10(1). https://doi.org/10.13057/asianjagric/g100177

References

Abdollahzadeh G, Damalas CA, Sharifzadeh MS, Ahmadi-Gorgi H. 2018. Attitude towards and intention to use biological control among citrus farmers in Iran. Crop Prot 108: 95-101. https://doi.org/10.1016/j.cropro.2018.02.016.

Adusumilli N, Wang H. 2019. Conservation adoption among owners and tenant farmers in the Southern United States. Agriculture 9 (3): 53. https://doi.org/10.3390/agriculture9030053.

Ajzen I. 1991. The theory of planned behavior. Organ Behav Hum Decis Process 50 (2): 179-211. https://doi.org/10.1016/0749-5978(91)90020-T.

Ajzen I. 2005. Attitudes, Personality and Behavior. McGraw-Hill Education, UK.

Baumgart-Getz A, Prokopy LS, Floress K. 2012. Why farmers adopt best management practice in the United States: A meta-analysis of the adoption literature. J Environ Manag 96 (1): 17-25. https://doi.org/10.1016/j.jenvman.2011.10.006.

Bhattacharjee R, Dey U. 2014. An overview of fungal and bacterial biopesticides to control plant pathogens/diseases. Afr J Microbiol Res 8 (17): 1749-1762. https://doi.org/10.5897/AJMR2013.6356.

Constantine KL, Kansiime MK, Mugambi I, Nunda W, Chacha D, Rware H, Makale F, Mulema J, Lamontagne-Godwin J, Williams F, Edgington S, Day R. 2020. Why don’t smallholder farmers in Kenya use more biopesticides?. Pest Manag Sci 76 (11): 3615-3625. https://doi.org/10.1002/ps.5896.

Daniel P. 2024. Pest resistance in plants: The impact of excessive pesticide use. J Plant Biochem Physiol 12 (4): 1000305. https://doi.org/10.35248/2329-9029.24.12.305.

Darabi F, yaseri M, Farahani FK, Maheri A, Kaveh MH. 2017. Effect of socioeconomic factors on the constructs of the modified theory of planned behavior in relation to reproductive health in adolescents: Cross-sectional study. Health Educ Health Promot 5 (3): 21-35.

Despotović J, Rodić V, Caracciolo F. 2019. Factors affecting farmers’ adoption of integrated pest management in Serbia: An application of the theory of planned behavior. J Clean Prod 228: 1196-1205. https://doi.org/10.1016/j.jclepro.2019.04.149.

Diana MIN, Zulkepli NA, Ern LK, Zainol MR. 2024. Factors affecting behavioral intentions of farmers in Southeast Asia to technology adoption: A systematic review analysis. J Environ Manag 367: 122045. https://doi.org/10.1016/j.jenvman.2024.122045.

Dirgayana IW, Febriyanti DAA, Marsadi D. 2026. Predator communities associated with Spodoptera exigua in tropical shallot agroecosystems. Jurnal Ilmiah Pertanian 23 (1): 1-8. https://doi.org/10.31849/jip.v23i1.29660.

Fantaye FT, Damtew SA, Sene KM. 2025. Fertility intention and its correlates with reproductive-aged married women in Ethiopia: An adapted Theory of Planned Behavior (TPB). J Health Popul Nutr 44: 82. https://doi.org/10.1186/s41043-025-00790-w.

He Q, Sun Y, Yi M, Huang H. 2023. How to promote agricultural enterprises to reduce the use of pesticides and fertilizers? An evolutionary game approach. Front Sustain Food Syst 7: 1238683. https://doi.org/10.3389/fsufs.2023.1238683.

Huang Y, Li Z, Luo X, Liu D. 2022. Biopesticides extension and rice farmers’ adoption behavior: A survey from rural Hubei Province, China. Environ Sci Pollut Res 29 (34): 51744-51757. https://doi.org/10.1007/s11356-022-19345-1.

Istriningsih, Dewi YA, Yulianti A, Hanifah VW, Jamal E, Dadang, Sarwani M, Mardiharini M, Anugrah IS, Darwis V, Suib E, Herteddy D, Sutriadi MT, Kurnia A, Harsanti ES. 2022. Farmers’ knowledge and practice regarding Good Agricultural Practices (GAP) on safe pesticide usage in Indonesia. Heliyon 8 (1): e08708. https://doi.org/10.1016/j.heliyon.2021.e08708.

Josue-Canacan DR. 2022. Adoption of Integrated Pest Management (IPM) technologies in Southern Philippines: Constraints and motivations. Intl J Agric Technol 18 (1): 179-192.

Kamardiani DR, Apriani F. 2025. Marketing efficiency of environmentally friendly shallot in Bantul Regency with the Calkin and Wang concept. E3S Web Conf 665: 01042. https://doi.org/10.1051/e3sconf/202566501042.

Kamarulzaman NH, Mazlan N, Rajendran SD, Mohayidin MG. 2012. Role of biopesticides in developing a sustainable vegetable industry in Malaysia. Intl J Green Econ 6 (3): 243-259. https://doi.org/10.1504/IJGE.2012.050973.

Khan FZA, Manzoor SA, Akmal M, Imran MU, Taqi M, Manzoor SA, Lukac M, Gul HT, Joseph SV. 2020. Modeling pesticide use intention in Pakistani farmers using expanded versions of the theory of planned behavior. Hum Ecol Risk Assess Intl J 27 (3): 687-707. https://doi.org/10.1080/10807039.2020.1750345.

Lazarevic-Pašti T, Milankovic V, Tasic T, Petrovic S, Leskovac A. 2025. With or without you?— A critical review of pesticides in food. Foods 14 (7): 1128. https://doi.org/10.3390/foods14071128.

Liu R, Hou B, Sun P, Li H, Wang J. 2016. Vegetable farmers’ use intention towards biopesticides and its influencing factors: Based on the survey in Jiangsu Province, China. Carpathian J Food Sci Technol 8 (1): 14-22. https://doi.org/10.2174/187407070140801030.

Liu Y, Shi R, Peng Y, Wang W, Fu X. 2022. Impacts of technology training provided by agricultural cooperatives on farmers’ adoption of biopesticides in China. Agriculture 12 (3): 316. https://doi.org/10.3390/agriculture12030316.

Macharia I, Mithöfer D, Waibel H. 2013. Pesticide handling practices by vegetable farmers in Kenya. Environ Dev Sustain 15: 887-902. https://doi.org/10.1007/s10668-012-9417-x.

Mahfudz M, Saleh S, Antara M, Anshary A, Bachri S, Made U, Hasanah U, Rauf RA. 2019. Adoption and advantages of eco-friendly technology application in the shallot farming system in Indonesia. Agron Res 17 (4): 1679-1687. https://doi.org/10.15159/AR.19.188.

Mariyono J, Kuntariningsih A, Kompas T. 2018. Pesticide use in Indonesian vegetable farming and its determinants. Manag Environ Qual Intl J 29 (2): 305-323. https://doi.org/10.1108/MEQ-12-2016-0088.

Mrema EJ, Ngowi AV, Kishinhi SS, Mamuya SH. 2017. Pesticide exposure and health problems among female horticulture workers in Tanzania. Environ Health Insights 11. https://doi.org/10.1177/1178630217715237.

Mulugeta T, Ilomo M, Mueke A, Onyango C, Matsaunyane L, Kritzinger Q, Alexandersson E. 2024. Smallholder farmers’ Knowledge, Attitudes, and Practices (KAP) regarding agricultural inputs with a focus on agricultural biologicals. Heliyon 10 (4): e26719. https://doi.org/10.1016/j.heliyon.2024.e26719.

Mulyaningsih A, Hubeis AVS, Sadono D, Susanto D. 2018. Partisipasi petani pada usaha tani padi, jagung, dan kedelai perspektif gender. Jurnal Penyuluhan 14 (1): 145-158. https://doi.org/10.25015/penyuluhan.v14i1.18546. [Indonesian]

Nguyen C. 2018. Demographic factors, family background and prior self-employment on entrepreneurial intention – Vietnamese business students are different: Why? J Glob Entrep Res 8: 10. https://doi.org/10.1186/s40497-018-0097-3.

Nyangau P, Muriithi B, Diiro G, Akutse KS, Subramanian S. 2020. Farmers’ knowledge and management practices of cereal, legume, and vegetable insect pests, and willingness to pay for biopesticides. Intl J Pest Manag 68 (3): 204-216. https://doi.org/10.1080/09670874.2020.1817621.

Oguh CE, Okpaka CO, Ubani CS, Okekeaji U, Joseph PS, Amadi EU. 2019. Natural pesticides (biopesticides) and uses in pest management- A critical review. Asian J Biotechnol Genet Eng 2 (3): 126-143.

Pengpan R, Kopolrat KY, Srichaijaroonpong S, Taneepanichskul N, Yasaka P, Kammoolkon R. 2024. Relationship between pesticide exposure factors and health symptoms among chili farmers in Northeast Thailand. J Prev Med Public Health 57 (1): 73-82. https://doi.org/10.3961/jpmph.23.353.

Pingali PL. 2001. Environmental consequences of agricultural commercialization in Asia. Environ Dev Econ 6 (4): 483-502. https://doi.org/10.1017/S1355770X01000274.

Praneetvatakul S, Schreinemachers P, Vijitsrikamol K, Potchanasin C. 2024. Policy options for promoting wider use of biopesticides in Thai agriculture. Heliyon 10 (2): e24486. https://doi.org/10.1016/j.heliyon.2024.e24486.

Purwar C. 2017. An eco-friendly approach to biopesticides. In: Pant H, Singh K, Singh MK, Swaroop D (eds.). Emerging Trends in Agricultural, Environmental, and Rural Developmental Challenges and Solutions: An Overview. Society of Biological Sciences and Rural Development, Allahabad, India.

Ravikumar R, Kumar SR, Anbarasan P. 2015. An economic inquiry into the adoption of non-conventional biopesticides and fungicides. Res Environ Life Sci 8 (1): 21-26.

Resiani N, Suryathi N, Iswara P. 2025. Effectiveness of local materials and varieties in suppressing main pest and disease attacks on shallots and increasing harvest yield. IOP Conf Ser Earth Environ Sci 1572 (1): 012052. https://doi.org/10.1088/1755-1315/1572/1/012052.

Rogers MA, Ownley BH, Avery PB, Wszelaki AL. 2017. Toxicity and efficacy of novel biopesticides for organic management of cucumber beetles on Galia muskmelons. Org Agric 7 (4): 365-377. https://doi.org/10.1007/s13165-016-0161-7.

Sahara D, Yaumidin UK, Suhendrata T, Setiani C, Beti JA, Dewi T, Fadwiwati AY, Idaryani, Atman, Yardha, Waas E, Asnawi R, Syam A. 2025. Sustainability of the shallot farming system in lowland Central Java Province, Indonesia: MICMAC analysis approach. Environ Challenges 20: 101212. https://doi.org/10.1016/j.envc.2025.101212.

Sajjad MK, Bilal A, Iftikhar A, Awais M, Asif I, Shaheen F, Zahoor G. 2024. Examining the association between pesticide exposures and chronic diseases in agricultural workers. Remit Rev 9 (2): 2153-2176.

Saragih F. 2023. Pengaruh background factor terhadap pembentukan niat berwirausaha: Theory planned behavior. Jurnal Bisnis dan Kewirausahaan 19 (3): 173-183. https://doi.org/10.31940/jbk.v19i3.173-183. Indonesian

Senthil-Nathan S. 2015. A review of biopesticides and their mode of action against insect pests. In: Thangavel P, Sridevi G (eds.). Environmental Sustainability. Springer, New Delhi. https://doi.org/10.1007/978-81-322-2056-5.

Sklenicka P, Molnarova KJ, Salek M, Simova P, Vlasak J, Sekac P, Janovska V. 2015. Owner or tenant: Who adopts better soil conservation practices?. Land Use Policy 47: 253-261. https://doi.org/10.1016/j.landusepol.2015.04.017.

Stock JH, Watson MW. 2020. Introduction to Econometrics. Pearson Education Limited, Boston.

Thapa S, Hasnine MDT, Zoungrana A, Thakur S, Yuan Q. 2021. Knowledge on pesticide handling practices and factors affecting adoption of personal protective equipment: A case of farmers from Nepal. Adv Agric 2021 (1): 5569835. https://doi.org/10.1155/2021/5569835.

Thomas N, Thilagavath M, Ashok KR, Raguchander TR. 2018. An economic analysis of biopesticides use in paddy farms of Kerala. Indian J Econ Dev 14 (1a): 41-45. https://doi.org/10.5958/2322-0430.2018.00033.1.

Tsegaye W, LaRovere R, Mwabu G, Kassie GT. 2017. Adoption and farm-level impact of conservation agriculture in Central Ethiopia. Environ Dev Sustain 19 (6): 2517-2533. https://doi.org/10.1007/s10668-016-9869-5.

Usman B, Rianto H, Aujirapongpan S. 2025. Digital payment adoption: A revisit on the theory of planned behavior among the young generation. Intl J Inf Manag Data Insights 5: 100319. https://doi.org/10.1016/j.jjimei.2025.100319.

Wang F, Cang Y, Chen S, Ke Y. 2023. Aging, land fragmentation, and banana farmers’ adoption of biopesticides in China. Environ Sci Pollut Res 30 (35): 84742-84757. https://doi.org/10.1007/s11356-023-28358-3.