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Assessing psychological factors on farmers' intention to apply organic manure: an application of extended theory of planned behavior

Author

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  • Jing Li

    (Nanjing University of Posts and Telecommunications)

  • Rui Jiang

    (Nanjing Agricultural University)

  • Xueyu Tang

    (Nanjing Agricultural University)

Abstract

Different from the previous studies on social and economic impacts, this study focused on the assessment of psychological factors on farmers' application of organic manure. We explored the psychological evaluation based on the extended theory of planned behavior (TPB), which consists of attitude (AT), perceived behavior control (PBC), subjective norm, moral norm (MN), environmental risk perception (ERP), and perceived policy effectiveness (PPE). Further, we explored the moderating effects of PPE. We studied 235 tea growers in China to verify the model and analyzed the psychological factors in their decisions regarding organic manure application. The results showed that by incorporating psychological factors, such as MN, ERP, and PPE, the extended TPB’s ability to explain farmers’ intention to apply organic manure increased by 6%. The results also confirmed that psychological factors (ERP, PPE, AT, PBC, and MN) positively influenced farmers’ inclination to use organic manure. Finally, PPE was found to have a negative mediating effect on attitude and intention. Given the influence of these psychological factors (PBC, ERP, and PPE), we discovered that increasing the policy publicity, raising the policy subsidy, and promoting the popularization of sustainable agriculture and environmental awareness, are essential to encourage farmers' utilization of organic manure.

Suggested Citation

  • Jing Li & Rui Jiang & Xueyu Tang, 2024. "Assessing psychological factors on farmers' intention to apply organic manure: an application of extended theory of planned behavior," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(1), pages 2467-2491, January.
    • Handle: RePEc:spr:endesu:v:26:y:2024:i:1:d:10.1007_s10668-022-02829-y
    DOI: 10.1007/s10668-022-02829-y
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    References listed on IDEAS

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    1. Läpple, Doris & Kelley, Hugh, 2013. "Understanding the uptake of organic farming: Accounting for heterogeneities among Irish farmers," Ecological Economics, Elsevier, vol. 88(C), pages 11-19.
    2. Li, Bowei & Shen, Yueqin, 2021. "Effects of land transfer quality on the application of organic fertilizer by large-scale farmers in China," Land Use Policy, Elsevier, vol. 100(C).
    3. Martin, M. & Williams, I.D. & Clark, M., 2006. "Social, cultural and structural influences on household waste recycling: A case study," Resources, Conservation & Recycling, Elsevier, vol. 48(4), pages 357-395.
    4. Liu, Chang-An & Li, Feng-Rui & Zhou, Li-Min & Zhang, Rong-He & Yu-Jia, & Lin, Shi-Ling & Wang, Li-Jun & Siddique, Kadambot H.M. & Li, Feng-Min, 2013. "Effect of organic manure and fertilizer on soil water and crop yields in newly-built terraces with loess soils in a semi-arid environment," Agricultural Water Management, Elsevier, vol. 117(C), pages 123-132.
    5. Daxini, Amar & O'Donoghue, Cathal & Ryan, Mary & Barnes, Andrew & Buckley, Cathal & Daly, Karen, 2018. "Which factors influence farmers’ intentions to adopt nutrient management planning?," 92nd Annual Conference, April 16-18, 2018, Warwick University, Coventry, UK 273498, Agricultural Economics Society.
    6. Elahi, Ehsan & Zhang, Hongxia & Lirong, Xing & Khalid, Zainab & Xu, Haiyun, 2021. "Understanding cognitive and socio-psychological factors determining farmers’ intentions to use improved grassland: Implications of land use policy for sustainable pasture production," Land Use Policy, Elsevier, vol. 102(C).
    7. Elahi, Ehsan & Weijun, Cui & Zhang, Huiming & Nazeer, Majid, 2019. "Agricultural intensification and damages to human health in relation to agrochemicals: Application of artificial intelligence," Land Use Policy, Elsevier, vol. 83(C), pages 461-474.
    8. Saeed Gholamrezai & Vahid Aliabadi & Pouria Ataei, 2021. "Understanding the pro-environmental behavior among green poultry farmers: Application of behavioral theories," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(11), pages 16100-16118, November.
    9. Elahi, Ehsan & Khalid, Zainab & Zhang, Zhixin, 2022. "Understanding farmers’ intention and willingness to install renewable energy technology: A solution to reduce the environmental emissions of agriculture," Applied Energy, Elsevier, vol. 309(C).
    10. Elahi, Ehsan & Zhang, Zhixin & Khalid, Zainab & Xu, Haiyun, 2022. "Application of an artificial neural network to optimise energy inputs: An energy- and cost-saving strategy for commercial poultry farms," Energy, Elsevier, vol. 244(PB).
    11. Botetzagias, Iosif & Dima, Andora-Fani & Malesios, Chrisovaladis, 2015. "Extending the Theory of Planned Behavior in the context of recycling: The role of moral norms and of demographic predictors," Resources, Conservation & Recycling, Elsevier, vol. 95(C), pages 58-67.
    12. Gao, Lan & Wang, Shanyong & Li, Jun & Li, Haidong, 2017. "Application of the extended theory of planned behavior to understand individual’s energy saving behavior in workplaces," Resources, Conservation & Recycling, Elsevier, vol. 127(C), pages 107-113.
    13. Daxini, Amar & Ryan, Mary & O’Donoghue, Cathal & Barnes, Andrew P., 2019. "Understanding farmers’ intentions to follow a nutrient management plan using the theory of planned behaviour," Land Use Policy, Elsevier, vol. 85(C), pages 428-437.
    14. Daxini, Amar & O’Donoghue, Cathal & Ryan, Mary & Buckley, Cathal & Barnes, Andrew P., 2018. "Factors influencing farmers' intentions to adopt nutrient management planning: accounting for heterogeneity," 166th Seminar, August 30-31, 2018, Galway, West of Ireland 276183, European Association of Agricultural Economists.
    15. Li, Fuduo & Zhang, Kangjie & Ren, Jing & Yin, Changbin & Zhang, Yang & Nie, Jun, 2021. "Driving mechanism for farmers to adopt improved agricultural systems in China: The case of rice-green manure crops rotation system," Agricultural Systems, Elsevier, vol. 192(C).
    16. Daxini, Amar & O'Donoghue, Cathal & Ryan, Mary & Barnes, Andrew & Buckley, Cathal & Daly, Karen, 2018. "Which factors influence farmers’ intentions to adopt nutrient management planning?," 92nd Annual Conference, April 16-18, 2018, Warwick University, Coventry, UK 273494, Agricultural Economics Society.
    17. Thomas, Christine & Sharp, Veronica, 2013. "Understanding the normalisation of recycling behaviour and its implications for other pro-environmental behaviours: A review of social norms and recycling," Resources, Conservation & Recycling, Elsevier, vol. 79(C), pages 11-20.
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