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The Effect of Non-Cognitive Ability on Farmer’s Ecological Protection of Farmland: Evidence from Major Tea Producing Areas in China

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  • Xiaohuan Wang

    (College of Economics and Management, Northwest A&F University, Xianyang 712100, China)

  • Yifei Ma

    (College of Economics and Management, Northwest A&F University, Xianyang 712100, China
    Rotterdam School of Management, Erasmus University Rotterdam, 3062 PA Rotterdam, The Netherlands)

  • Hua Li

    (College of Economics and Management, Northwest A&F University, Xianyang 712100, China)

  • Caixia Xue

    (College of Economics and Management, Northwest A&F University, Xianyang 712100, China)

Abstract

Ecological protection of farmland is an important means to reduce agricultural non-point source pollution and improve the quality of agricultural products. As the main body of current agricultural production and operation, the aging labor force has insufficient cognitive ability and low ability to learn actively, which is not conducive to transforming the green output. However, non-cognitive abilities closely related to the acquired environment can promote the elderly farmers’ farmland ecological protection behavior by improving life satisfaction and social adaptability. Based on the above background, using the survey data of 964 farmers in China, the bivariate Probit model was used to empirically test the influence mechanism of non-cognitive ability on the ecological protection behavior of farmland. The study found that non-cognitive ability significantly promoted farmer’s ecological protection of farmland in China. Specifically, the variables of non-cognitive ability, social communication ability, active learning ability, self-efficacy, stress resistance, altruistic tendency and individual resilience were found to significantly promote ecological protection of farmland. Mechanism analysis showed that non-cognitive ability promoted the ecological protection behavior of farmland by expanding social capital, information channels and improving technical value perception. A heterogeneity analysis revealed that non-cognitive ability had a greater impact on ecological protection behavior of farmland in the elderly and low-income groups. Therefore, government should attach importance to improving farmers’ non-cognitive abilities, further increase technical publicity, and build a communication platform for farmers in order to promote the ecological protection of farmland.

Suggested Citation

  • Xiaohuan Wang & Yifei Ma & Hua Li & Caixia Xue, 2022. "The Effect of Non-Cognitive Ability on Farmer’s Ecological Protection of Farmland: Evidence from Major Tea Producing Areas in China," IJERPH, MDPI, vol. 19(13), pages 1-15, June.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:13:p:7598-:d:844255
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    as
    1. Gianpaolo Parise & Kim Peijnenburg, 2019. "Noncognitive Abilities and Financial Distress: Evidence from a Representative Household Panel," The Review of Financial Studies, Society for Financial Studies, vol. 32(10), pages 3884-3919.
    2. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    3. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    4. Anke Becker & Thomas Deckers & Thomas Dohmen & Armin Falk & Fabian Kosse, 2012. "The Relationship Between Economic Preferences and Psychological Personality Measures," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 453-478, July.
    5. Oriana Bandiera & Imran Rasul, 2006. "Social Networks and Technology Adoption in Northern Mozambique," Economic Journal, Royal Economic Society, vol. 116(514), pages 869-902, October.
    6. Marco Caliendo & Frank Fossen & Alexander Kritikos, 2014. "Personality characteristics and the decisions to become and stay self-employed," Small Business Economics, Springer, vol. 42(4), pages 787-814, April.
    7. Herbert Gintis & Samuel Bowles & Melissa Osborne, 2001. "Incentive-Enhancing Preferences: Personality, Behavior, and Earnings," American Economic Review, American Economic Association, vol. 91(2), pages 155-158, May.
    8. Amir K. Abadi Ghadim & David J. Pannell & Michael P. Burton, 2005. "Risk, uncertainty, and learning in adoption of a crop innovation," Agricultural Economics, International Association of Agricultural Economists, vol. 33(1), pages 1-9, July.
    9. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    10. Yingchao Li & Zhiyuan Fan & Guanghui Jiang & Zhuo Quan, 2021. "Addressing the Differences in Farmers’ Willingness and Behavior Regarding Developing Green Agriculture—A Case Study in Xichuan County, China," Land, MDPI, vol. 10(3), pages 1-12, March.
    11. Iddisah Sulemana, 2016. "Are Happier People More Willing to Make Income Sacrifices to Protect the Environment?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 127(1), pages 447-467, May.
    12. Xie, Hualin & Huang, Yingqian, 2021. "Influencing factors of farmers' adoption of pro-environmental agricultural technologies in China: Meta-analysis," Land Use Policy, Elsevier, vol. 109(C).
    13. Luthans, Fred & Luthans, Kyle W. & Luthans, Brett C., 2004. "Positive psychological capital: beyond human and social capital," Business Horizons, Elsevier, vol. 47(1), pages 45-50.
    14. Tesfamicheal Wossen & Thomas Berger & Salvatore Di Falco, 2015. "Social capital, risk preference and adoption of improved farm land management practices in Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 46(1), pages 81-97, January.
    15. Wan, Bingyue & Tian, Lixin & Zhu, Naiping & Gu, Liqin & Zhang, Guangyong, 2018. "A new endogenous growth model for green low-carbon behavior and its comprehensive effects," Applied Energy, Elsevier, vol. 230(C), pages 1332-1346.
    16. Timothy G. Conley & Christopher R. Udry, 2010. "Learning about a New Technology: Pineapple in Ghana," American Economic Review, American Economic Association, vol. 100(1), pages 35-69, March.
    17. Lex Borghans & Bart H. H. Golsteyn & James J. Heckman & Huub Meijers, 2009. "Gender Differences in Risk Aversion and Ambiguity Aversion," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 649-658, 04-05.
    18. Flavio Cunha & James J. Heckman, 2008. "Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    19. Evans, David S & Leighton, Linda S, 1989. "Some Empirical Aspects of Entrepreneurship," American Economic Review, American Economic Association, vol. 79(3), pages 519-535, June.
    20. Yan Gao & Lilin Zou & Alastair M. Morrison & Fanglin Wu, 2021. "Do Situations Influence the Environmentally Responsible Behaviors of National Park Visitors? Survey from Shennongjia National Park, Hubei Province, China," Land, MDPI, vol. 10(9), pages 1-15, August.
    21. Lex Borghans & Bart H.H. Golsteyn & James J. Heckman & Huub Meijers, 2009. "Gender Differences in Risk Aversion and Ambiguity," Working Papers 200903, Geary Institute, University College Dublin.
    22. Hao Zhu & Yibin Ao & Hong Xu & Zhongli Zhou & Yan Wang & Linchuan Yang, 2021. "Determinants of Farmers’ Intention of Straw Recycling: A Comparison Analysis Based on Different Pro-Environmental Publicity Modes," IJERPH, MDPI, vol. 18(21), pages 1-17, October.
    23. Sulemana, Iddisah & James, Harvey S., 2014. "Farmer identity, ethical attitudes and environmental practices," Ecological Economics, Elsevier, vol. 98(C), pages 49-61.
    24. Liu, Elaine M. & Huang, JiKun, 2013. "Risk preferences and pesticide use by cotton farmers in China," Journal of Development Economics, Elsevier, vol. 103(C), pages 202-215.
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    2. Xinyan Wei & Ying Liu & Yang Liu, 2023. "Study on the Impact of Internet Usage, Aging on Farm Household Income," Sustainability, MDPI, vol. 15(19), pages 1-16, September.

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