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Adoption of Renewable Energy Technology on Farms for Sustainable and Efficient Production: Exploring the Role of Entrepreneurial Orientation, Farmer Perception and Government Policies

Author

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  • Jinxing Wang

    (School of Economics and Management, Shihezi University, Shihezi 832000, China)

  • Wanming Li

    (School of Economics and Management, Shihezi University, Shihezi 832000, China)

  • Shamsheer ul Haq

    (Department of Economics, Division of Management and Administrative Science, University of Education, Lahore 54770, Pakistan)

  • Pomi Shahbaz

    (Department of Economics, Division of Management and Administrative Science, University of Education, Lahore 54770, Pakistan)

Abstract

Traditional energy consumption raises greenhouse gas emissions, which is a major concern in China. Agricultural energy consumption accounts for one third of China’s greenhouse gas emissions. Thus, current patterns of energy consumption on farms are both unsustainable and inadequate since rural communities in emerging nations have limited access to energy sources. This study explores the factors affecting the adoption of renewable energy on farms and examines the effect of such adoption on technical efficiency. The data were collected from 801 farmers selected through a multistage random and purposive sampling method in a face-to-face survey in China. Logistic regression, data envelopment analysis and propensity score matching were used to analyze the data. The descriptive statistics depicted that renewable energy technology was adopted by more than 25% of the total farmers. The logistic regression results depicted that education, farm size, government financial support, perceptions of renewable energy (usefulness, cost effectiveness, environmental friendliness and information availability) and farmer entrepreneurial orientation dimensions (risk-taking, innovativeness and pro-activeness) all significantly affected the adoption of renewable energy technology on farms. Farmers who perceived renewable energy as more useful and cost-effective than conventional energy technology were 1.89 and 2.13 times more likely to adopt it on their farms, respectively. Farmers who perceived renewable energy as more environmentally friendly than traditional energy technology were 1.54 times more likely to use it on their farms. The findings also showed that innovative farmers were 2.24 times more likely to adopt renewable energy technology on their farms. The propensity score matching results showed that the technical efficiency of adopters of renewable energy was 10% higher than that of nonadopters. The study suggests that agriculture must be transformed to fulfill the existing and forthcoming demand for food and energy in an impartial and ecologically sustainable manner.

Suggested Citation

  • Jinxing Wang & Wanming Li & Shamsheer ul Haq & Pomi Shahbaz, 2023. "Adoption of Renewable Energy Technology on Farms for Sustainable and Efficient Production: Exploring the Role of Entrepreneurial Orientation, Farmer Perception and Government Policies," Sustainability, MDPI, vol. 15(7), pages 1-20, March.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:7:p:5611-:d:1104750
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    References listed on IDEAS

    as
    1. María-José Prados & Marta Pallarès-Blanch & Ramón García-Marín & Carolina del Valle, 2021. "Renewable Energy Plants and Business Models: A New Rural Development Perspective," Energies, MDPI, vol. 14(17), pages 1-19, September.
    2. Kangogo, Daniel & Dentoni, Domenico & Bijman, Jos, 2021. "Adoption of climate‐smart agriculture among smallholder farmers: Does farmer entrepreneurship matter?," Land Use Policy, Elsevier, vol. 109(C).
    3. Sarah Fitz-Koch & Mattias Nordqvist & Sara Carter & Erik Hunter, 2018. "Entrepreneurship in the Agricultural Sector: A Literature Review and Future Research Opportunities," Entrepreneurship Theory and Practice, , vol. 42(1), pages 129-166, January.
    4. Kardooni, Roozbeh & Yusoff, Sumiani Binti & Kari, Fatimah Binti, 2016. "Renewable energy technology acceptance in Peninsular Malaysia," Energy Policy, Elsevier, vol. 88(C), pages 1-10.
    5. Chowdhury, Sanjeeda & Sumita, Ushio & Islam, Ashraful & Bedja, Idriss, 2014. "Importance of policy for energy system transformation: Diffusion of PV technology in Japan and Germany," Energy Policy, Elsevier, vol. 68(C), pages 285-293.
    6. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    7. Ghorbani, Reza & Mondani, Farzad & Amirmoradi, Shahram & Feizi, Hassan & Khorramdel, Surror & Teimouri, Mozhgan & Sanjani, Sara & Anvarkhah, Sepideh & Aghel, Hassan, 2011. "A case study of energy use and economical analysis of irrigated and dryland wheat production systems," Applied Energy, Elsevier, vol. 88(1), pages 283-288, January.
    8. Seidu Al-hassan, 2008. "Technical Efficiency of Rice Farmers in Northern Ghana," Working Papers 178, African Economic Research Consortium, Research Department.
    9. Lumpkin, G. T. & Dess, Gregory G., 2001. "Linking two dimensions of entrepreneurial orientation to firm performance: The moderating role of environment and industry life cycle," Journal of Business Venturing, Elsevier, vol. 16(5), pages 429-451, September.
    10. Hui Li & Diejun Huang & Qiuzhuo Ma & Wene Qi & Hua Li, 2019. "Factors Influencing the Technology Adoption Behaviours of Litchi Farmers in China," Sustainability, MDPI, vol. 12(1), pages 1-13, December.
    11. Shuddhasattwa Rafiq & Harry Bloch & Ruhul Salim, 2014. "Determinants of renewable energy adoption in China and India: a comparative analysis," Applied Economics, Taylor & Francis Journals, vol. 46(22), pages 2700-2710, August.
    12. Chang, Keh-Chin & Lee, Tsong-Sheng & Lin, Wei-Min & Chung, Kung-Ming, 2008. "Outlook for solar water heaters in Taiwan," Energy Policy, Elsevier, vol. 36(1), pages 66-72, January.
    13. Édson Luis Bolfe & Lúcio André de Castro Jorge & Ieda Del’Arco Sanches & Ariovaldo Luchiari Júnior & Cinthia Cabral da Costa & Daniel de Castro Victoria & Ricardo Yassushi Inamasu & Célia Regina Grego, 2020. "Precision and Digital Agriculture: Adoption of Technologies and Perception of Brazilian Farmers," Agriculture, MDPI, vol. 10(12), pages 1-16, December.
    14. Bola Amoke Awotide & Aziz A. Karimov & Aliou Diagne, 2016. "Agricultural technology adoption, commercialization and smallholder rice farmers’ welfare in rural Nigeria," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 4(1), pages 1-24, December.
    15. Broman Toft, Madeleine & Schuitema, Geertje & Thøgersen, John, 2014. "Responsible technology acceptance: Model development and application to consumer acceptance of Smart Grid technology," Applied Energy, Elsevier, vol. 134(C), pages 392-400.
    16. Johan Jansson, 2011. "Consumer eco‐innovation adoption: assessing attitudinal factors and perceived product characteristics," Business Strategy and the Environment, Wiley Blackwell, vol. 20(3), pages 192-210, March.
    17. Jean‐Paul Chavas & Céline Nauges, 2020. "Uncertainty, Learning, and Technology Adoption in Agriculture," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(1), pages 42-53, March.
    18. Rode, Johannes & Weber, Alexander, 2016. "Does localized imitation drive technology adoption? A case study on rooftop photovoltaic systems in Germany," Journal of Environmental Economics and Management, Elsevier, vol. 78(C), pages 38-48.
    19. Han, Heesup & Hsu, Li-Tzang (Jane) & Sheu, Chwen, 2010. "Application of the Theory of Planned Behavior to green hotel choice: Testing the effect of environmental friendly activities," Tourism Management, Elsevier, vol. 31(3), pages 325-334.
    20. Pérez-Luño, Ana & Wiklund, Johan & Cabrera, Ramón Valle, 2011. "The dual nature of innovative activity: How entrepreneurial orientation influences innovation generation and adoption," Journal of Business Venturing, Elsevier, vol. 26(5), pages 555-571, September.
    21. De Groote, Olivier & Pepermans, Guido & Verboven, Frank, 2016. "Heterogeneity in the adoption of photovoltaic systems in Flanders," Energy Economics, Elsevier, vol. 59(C), pages 45-57.
    22. He, Pan & Lovo, Stefania & Veronesi, Marcella, 2022. "Social networks and renewable energy technology adoption: Empirical evidence from biogas adoption in China," Energy Economics, Elsevier, vol. 106(C).
    23. Henry Kaiser, 1958. "The varimax criterion for analytic rotation in factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 23(3), pages 187-200, September.
    24. Amadu, Festus O. & McNamara, Paul E. & Miller, Daniel C., 2020. "Understanding the adoption of climate-smart agriculture: A farm-level typology with empirical evidence from southern Malawi," World Development, Elsevier, vol. 126(C).
    25. Zhai, Pei & Williams, Eric D., 2012. "Analyzing consumer acceptance of photovoltaics (PV) using fuzzy logic model," Renewable Energy, Elsevier, vol. 41(C), pages 350-357.
    26. Li, Yanjiao & Qing, Chen & Guo, Shili & Deng, Xin & Song, Jiahao & Xu, Dingde, 2023. "When my friends and relatives go solar, should I go solar too? —— Evidence from rural Sichuan province, China," Renewable Energy, Elsevier, vol. 203(C), pages 753-762.
    27. Pomi Shahbaz & Shamsheer ul Haq & Azhar Abbas & Zahira Batool & Bader Alhafi Alotaibi & Roshan K. Nayak, 2022. "Adoption of Climate Smart Agricultural Practices through Women Involvement in Decision Making Process: Exploring the Role of Empowerment and Innovativeness," Agriculture, MDPI, vol. 12(8), pages 1-16, August.
    28. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    29. Zhu, Bing & Zhang, Wenjun & Du, Jian & Zhou, Wenji & Qiu, Tong & Li, Qiang, 2011. "Adoption of renewable energy technologies (RETs): A survey on rural construction in China," Technology in Society, Elsevier, vol. 33(3), pages 223-230.
    30. Uematsu, Hiroki & Mishra, Ashok K., 2010. "Can Education Be a Barrier to Technology Adoption?," 2010 Annual Meeting, July 25-27, 2010, Denver, Colorado 61630, Agricultural and Applied Economics Association.
    31. Trinh, Thoai Quang & Rañola, Roberto F. & Camacho, Leni D. & Simelton, Elisabeth, 2018. "Determinants of farmers’ adaptation to climate change in agricultural production in the central region of Vietnam," Land Use Policy, Elsevier, vol. 70(C), pages 224-231.
    32. Rana, Jaber & Kamruzzaman, M. & Hosain Oliver, Moinul & Akhi, Kaynath, 2021. "Financial and factors demand analysis of solar powered irrigation system in Boro rice production: A case study in Meherpur district of Bangladesh," Renewable Energy, Elsevier, vol. 167(C), pages 433-439.
    33. Jayaraman, K. & Paramasivan, Lavinsaa & Kiumarsi, Shaian, 2017. "Reasons for low penetration on the purchase of photovoltaic (PV) panel system among Malaysian landed property owners," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 562-571.
    34. Evangelia Karasmanaki & Spyridon Galatsidas & Georgios Tsantopoulos, 2019. "An Investigation of Factors Affecting the Willingness to Invest in Renewables among Environmental Students: A Logistic Regression Approach," Sustainability, MDPI, vol. 11(18), pages 1-18, September.
    35. Vasseur, Véronique & Kemp, René, 2015. "The adoption of PV in the Netherlands: A statistical analysis of adoption factors," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 483-494.
    36. Rode, Johannes & Weber, Alexander, 2016. "Does localized imitation drive technology adoption? A case study on rooftop photovoltaic systems in Germany," Journal of Environmental Economics and Management, Elsevier, vol. 78(C), pages 38-48.
    37. Shamsheer ul Haq & Ismet Boz & Pomi Shahbaz, 2021. "Adoption of climate-smart agriculture practices and differentiated nutritional outcome among rural households: a case of Punjab province, Pakistan," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(4), pages 913-931, August.
    38. Erdal, Gülistan & Esengün, Kemal & Erdal, Hilmi & Gündüz, Orhan, 2007. "Energy use and economical analysis of sugar beet production in Tokat province of Turkey," Energy, Elsevier, vol. 32(1), pages 35-41.
    39. Hu, Yanlong & Huang, Weibin & Wang, Jing & Chen, Shijun & Zhang, Jie, 2016. "Current status, challenges, and perspectives of Sichuan׳s renewable energy development in Southwest China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 1373-1385.
    40. Li, Bo & Ding, Junqi & Wang, Jieqiong & Zhang, Biao & Zhang, Lingxian, 2021. "Key factors affecting the adoption willingness, behavior, and willingness-behavior consistency of farmers regarding photovoltaic agriculture in China," Energy Policy, Elsevier, vol. 149(C).
    41. Junqiao Ma & Wenfeng Zhou & Shili Guo & Xin Deng & Jiahao Song & Dingde Xu, 2022. "The influence of peer effects on farmers’ response to climate change: evidence from Sichuan Province, China," Climatic Change, Springer, vol. 175(1), pages 1-23, November.
    42. He, Pan & Veronesi, Marcella, 2017. "Personality traits and renewable energy technology adoption: A policy case study from China," Energy Policy, Elsevier, vol. 107(C), pages 472-479.
    43. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    44. Alluvione, Francesco & Moretti, Barbara & Sacco, Dario & Grignani, Carlo, 2011. "EUE (energy use efficiency) of cropping systems for a sustainable agriculture," Energy, Elsevier, vol. 36(7), pages 4468-4481.
    45. François J Dessart & Jesús Barreiro-Hurlé & René van Bavel, 2019. "Behavioural factors affecting the adoption of sustainable farming practices: a policy-oriented review," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 46(3), pages 417-471.
    46. Abdul-Hanan Abdallah, 2016. "Does credit market inefficiency affect technology adoption? Evidence from Sub-Saharan Africa," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 76(4), pages 494-511, November.
    47. Zhou, Jiehong & Liu, Qing & Liang, Qiao, 2018. "Cooperative membership, social capital, and chemical input use: Evidence from China," Land Use Policy, Elsevier, vol. 70(C), pages 394-401.
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