IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v203y2023icp753-762.html
   My bibliography  Save this article

When my friends and relatives go solar, should I go solar too? —— Evidence from rural Sichuan province, China

Author

Listed:
  • Li, Yanjiao
  • Qing, Chen
  • Guo, Shili
  • Deng, Xin
  • Song, Jiahao
  • Xu, Dingde

Abstract

Solar energy is vital for solving the problems of rural environmental pollution and energy poverty. Using the sample from China, the study combines the theory of conformity tendencies and the theory of strong-weak ties, and utilizes the Logistic model and propensity score matching (PSM) method to investigate the conformity tendencies in farmers' adoption of solar energy. Inspired by the diffusion of innovation theory and technology acceptance model, the study also provides insights into the mechanism of conformity tendencies. It was found that, when relatives and friends (RF) use solar energy, farmers are also more likely to adopt solar energy, but that the use of solar energy by strong ties (ST) had a more significant effect on farmers than weak ties (WT). Apart from that, farmers' perceptions of the health benefits (PHB) and environmental benefits (PEB) of solar technology played a significant mediating effect in the conformity tendencies, although the magnitude of the effect varied across the strong and weak ties.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:renene:v:203:y:2023:i:c:p:753-762
    DOI: 10.1016/j.renene.2022.12.119
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148122019152
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.renene.2022.12.119?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Bryan S. Graham, 2018. "Identifying and Estimating Neighborhood Effects," Journal of Economic Literature, American Economic Association, vol. 56(2), pages 450-500, June.
    2. Zeng, Yangmei & Zhang, Junbiao & He, Ke, 2019. "Effects of conformity tendencies on households’ willingness to adopt energy utilization of crop straw: Evidence from biogas in rural China," Renewable Energy, Elsevier, vol. 138(C), pages 573-584.
    3. 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.
    4. Awan, Ahmed Bilal & Zubair, Muhammad & Chandra Mouli, Kotturu V.V., 2020. "Design, optimization and performance comparison of solar tower and photovoltaic power plants," Energy, Elsevier, vol. 199(C).
    5. Wang, Chaofan & Shuai, Jing & Ding, Liping & Lu, Yang & Chen, Jia, 2022. "Comprehensive benefit evaluation of solar PV projects based on multi-criteria decision grey relation projection method: Evidence from 5 counties in China," Energy, Elsevier, vol. 238(PB).
    6. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    7. Bruce Sacerdote, 2014. "Experimental and Quasi-Experimental Analysis of Peer Effects: Two Steps Forward?," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 253-272, August.
    8. Jamalludin Sulaiman & Azlinda Azman & Behnaz Saboori, 2014. "Development of Solar Energy in Sabah Malaysia: The Case of Trudgill’s Perception," International Journal of Sustainable Energy and Environmental Research, Conscientia Beam, vol. 3(2), pages 90-99.
    9. Chen, Han & Chen, Wenying, 2021. "Status, trend, economic and environmental impacts of household solar photovoltaic development in China: Modelling from subnational perspective," Applied Energy, Elsevier, vol. 303(C).
    10. Jenny C. Aker, 2011. "Dial “A” for agriculture: a review of information and communication technologies for agricultural extension in developing countries," Agricultural Economics, International Association of Agricultural Economists, vol. 42(6), pages 631-647, November.
    11. Li, Aitong & Xu, Yuan & Shiroyama, Hideaki, 2019. "Solar lobby and energy transition in Japan," Energy Policy, Elsevier, vol. 134(C).
    12. Huaping Sun & Rehmat Ullah Awan & Muhammad Atif Nawaz & Muhammad Mohsin & Abdul Khaliq Rasheed & Nadeem Iqbal, 2021. "Assessing the socio-economic viability of solar commercialization and electrification in south Asian countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(7), pages 9875-9897, July.
    13. Xiao-Liang Shen & Kem Z.K. Zhang & Sesia J. Zhao, 2016. "Herd behavior in consumers’ adoption of online reviews," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 67(11), pages 2754-2765, November.
    14. Sindhu, Sonal & Nehra, Vijay & Luthra, Sunil, 2016. "Identification and analysis of barriers in implementation of solar energy in Indian rural sector using integrated ISM and fuzzy MICMAC approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 70-88.
    15. Kimberly S. Wolske & Kenneth T. Gillingham & P. Wesley Schultz, 2020. "Peer influence on household energy behaviours," Nature Energy, Nature, vol. 5(3), pages 202-212, March.
    16. Laura K. Gee & Jason Jones & Moira Burke, 2017. "Social Networks and Labor Markets: How Strong Ties Relate to Job Finding on Facebook’s Social Network," Journal of Labor Economics, University of Chicago Press, vol. 35(2), pages 485-518.
    17. Mengistu, Mulu Getachew & Simane, Belay & Eshete, Getachew & Workneh, Tilahun Seyoum, 2016. "Factors affecting households' decisions in biogas technology adoption, the case of Ofla and Mecha Districts, northern Ethiopia," Renewable Energy, Elsevier, vol. 93(C), pages 215-227.
    18. Ramirez, Sebastian & Dwivedi, Puneet & Ghilardi, Adrian & Bailis, Robert, 2014. "Diffusion of non-traditional cookstoves across western Honduras: A social network analysis," Energy Policy, Elsevier, vol. 66(C), pages 379-389.
    19. Ketlogetswe, C. & Mothudi, T.H., 2009. "Solar home systems in Botswana--Opportunities and constraints," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(6-7), pages 1675-1678, August.
    20. Jenny C. Aker, 2011. "Dial “A” for Agriculture: A Review of Information and Communication Technologies for Agricultural Extension in Developing Countries - Working Paper 269," Working Papers 269, Center for Global Development.
    21. Manju, S. & Sagar, Netramani, 2017. "Progressing towards the development of sustainable energy: A critical review on the current status, applications, developmental barriers and prospects of solar photovoltaic systems in India," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 298-313.
    22. Brown, Patrick R. & O'Sullivan, Francis M., 2020. "Spatial and temporal variation in the value of solar power across United States electricity markets," Renewable and Sustainable Energy Reviews, Elsevier, vol. 121(C).
    23. Hunecke, Claudia & Engler, Alejandra & Jara-Rojas, Roberto & Poortvliet, P. Marijn, 2017. "Understanding the role of social capital in adoption decisions: An application to irrigation technology," Agricultural Systems, Elsevier, vol. 153(C), pages 221-231.
    24. Zhong, Qing & Tong, Daoqin, 2020. "Spatial layout optimization for solar photovoltaic (PV) panel installation," Renewable Energy, Elsevier, vol. 150(C), pages 1-11.
    25. Hooman Farzaneh & Mehrnoosh Dashti & Eric Zusman & So-Young Lee & Damdin Dagvadorj & Zifei Nie, 2022. "Assessing the Environmental-Health-Economic Co-Benefits from Solar Electricity and Thermal Heating in Ulaanbaatar, Mongolia," IJERPH, MDPI, vol. 19(11), pages 1-19, June.
    26. Jamalludin Sulaiman & Azlinda Azman & Behnaz Saboori, 2014. "Development of Solar Energy in Sabah Malaysia: The Case of Trudgill’s Perception," International Journal of Sustainable Energy and Environmental Research, Conscientia Beam, vol. 3(2), pages 90-99.
    27. 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).
    28. 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.
    29. Krishnan, Pramila & Patnam, Manasa, 2013. "Neighbours and Extension Agents in Ethiopia: Who matters more for technology diffusion?," CEPR Discussion Papers 9539, C.E.P.R. Discussion Papers.
    30. Abhijit V. Banerjee, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 797-817.
    31. 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.
    32. Moon-Hyun Kim & Tae-Hyoung Tommy Gim, 2021. "Spatial Characteristics of the Diffusion of Residential Solar Photovoltaics in Urban Areas: A Case of Seoul, South Korea," IJERPH, MDPI, vol. 18(2), pages 1-16, January.
    33. 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.
    34. Robert Bailis & Rudi Drigo & Adrian Ghilardi & Omar Masera, 2015. "The carbon footprint of traditional woodfuels," Nature Climate Change, Nature, vol. 5(3), pages 266-272, March.
    35. Espinoza, Vicente Sebastian & Fontalvo, Javier & Martí-Herrero, Jaime & Miguel, Luis Javier & Mediavilla, Margarita, 2022. "Analysis of energy future pathways for Ecuador facing the prospects of oil availability using a system dynamics model. Is degrowth inevitable?," Energy, Elsevier, vol. 259(C).
    36. Ab Kadir, Mohd Zainal Abidin & Rafeeu, Yaaseen & Adam, Nor Mariah, 2010. "Prospective scenarios for the full solar energy development in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 3023-3031, December.
    37. Shahsavari, Amir & Akbari, Morteza, 2018. "Potential of solar energy in developing countries for reducing energy-related emissions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 90(C), pages 275-291.
    38. Annemie Maertens, 2017. "Who Cares What Others Think (or Do)? Social Learning and Social Pressures in Cotton Farming in India," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(4), pages 988-1007.
    39. Heiman, Amir & Lowengart, Oded, 2008. "The effect of information about health hazards on demand for frequently purchased commodities," International Journal of Research in Marketing, Elsevier, vol. 25(4), pages 310-318.
    40. Pereira, Géssica Michelle dos Santos & Weigert, Gabriela Rosalee & Macedo, Pablo Lopes & Silva, Kiane Alves e & Segura Salas, Cresencio Silvio & Gonçalves, Antônio Maurício de Matos & Nascimento, Hebe, 2022. "Quasi-dynamic operation and maintenance plan for photovoltaic systems in remote areas: The framework of Pantanal-MS," Renewable Energy, Elsevier, vol. 181(C), pages 404-416.
    41. Surendra, K.C. & Takara, Devin & Hashimoto, Andrew G. & Khanal, Samir Kumar, 2014. "Biogas as a sustainable energy source for developing countries: Opportunities and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 846-859.
    42. Tanko, Mohammed, 2022. "Nexus of risk preference, culture and religion in the adoption of improved rice varieties: Evidence from Northern Ghana," Land Use Policy, Elsevier, vol. 115(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wenfeng Zhou & Jia He & Shaoquan Liu & Dingde Xu, 2023. "How Does Trust Influence Farmers’ Low-Carbon Agricultural Technology Adoption? Evidence from Rural Southwest, China," Land, MDPI, vol. 12(2), pages 1-14, February.
    2. 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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Zeng, Yangmei & Zhang, Junbiao & He, Ke, 2019. "Effects of conformity tendencies on households’ willingness to adopt energy utilization of crop straw: Evidence from biogas in rural China," Renewable Energy, Elsevier, vol. 138(C), pages 573-584.
    2. Bonan, Jacopo & Battiston, Pietro & Bleck, Jaimie & LeMay-Boucher, Philippe & Pareglio, Stefano & Sarr, Bassirou & Tavoni, Massimo, 2021. "Social interaction and technology adoption: Experimental evidence from improved cookstoves in Mali," World Development, Elsevier, vol. 144(C).
    3. Fisher, Monica & Holden, Stein T. & Katengeza, Samson P., 2017. "Adoption of CA technologies among Followers of Lead Farmers: How Strong is the Influence from Lead Farmers?," CLTS Working Papers 7/17, Norwegian University of Life Sciences, Centre for Land Tenure Studies, revised 21 Oct 2019.
    4. Emmanuel Olatunbosun Benjamin & Oreoluwa Ola & Hannes Lang & Gertrud Buchenrieder, 2021. "Public-private cooperation and agricultural development in Sub-Saharan Africa: a review of Nigerian growth enhancement scheme and e-voucher program," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(1), pages 129-140, February.
    5. Nicholas Magnan & David J Spielman & Travis J. Lybbert & Kajal Gulati, 2013. "Leveling with Friends: Social Networks and Indian Farmers’ Demand for Agricultural Custom Hire Services," Working Papers id:5591, eSocialSciences.
    6. 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.
    7. Islam, Asadul & Ushchev, Philip & Zenou, Yves & Zhang, Xin, 2019. "The Value of Information in Technology Adoption," IZA Discussion Papers 12672, Institute of Labor Economics (IZA).
    8. Evita Pangaribowo & Nicolas Gerber & Pascal Tillie, 2013. "Assessing the FNS impacts of technological and institutional innovations and future innovation trends," FOODSECURE Working papers 11, LEI Wageningen UR.
    9. Arslan, Cansın & Wollni, Meike & Oduol, Judith & Hughes, Karl, 2022. "Who communicates the information matters for technology adoption," World Development, Elsevier, vol. 158(C).
    10. Bjorn Van Campenhout, 2022. "ICTs to address information inefficiencies in food supply chains," Agricultural Economics, International Association of Agricultural Economists, vol. 53(6), pages 968-975, November.
    11. Kazushi Takahashi & Rie Muraoka & Keijiro Otsuka, 2020. "Technology adoption, impact, and extension in developing countries’ agriculture: A review of the recent literature," Agricultural Economics, International Association of Agricultural Economists, vol. 51(1), pages 31-45, January.
    12. Salvatore Di Falco & Angela Doku & Avichal Mahajan, 2020. "Peer effects and the choice of adaptation strategies," Agricultural Economics, International Association of Agricultural Economists, vol. 51(1), pages 17-30, January.
    13. Di Fang & Timothy J. Richards, 2018. "New Maize Variety Adoption in Mozambique: A Spatial Approach," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 66(3), pages 469-488, September.
    14. SHIMAMOTO Daichi & Yu Ri KIM & TODO Yasuyuki, 2019. "The Effect of Social Interactions on Exporting Activities: Evidence from Micro, Small, and Medium-Sized Enterprises in rural Vietnam," Discussion papers 19020, Research Institute of Economy, Trade and Industry (RIETI).
    15. Kondylis, Florence & Mueller, Valerie, 2012. "Seeing is Believing? Evidence from a Demonstration Plot Experiment in Mozambique:," MSSP working papers 1, International Food Policy Research Institute (IFPRI).
    16. Morgan, Stephen N. & Mason, Nicole M. & Maredia, Mywish K., 2020. "Lead-farmer extension and smallholder valuation of new agricultural technologies in Tanzania," Food Policy, Elsevier, vol. 97(C).
    17. D’Exelle, Ben & Verschoor, Arjan, 2023. "Village networks and entrepreneurial farming in Uganda," World Development, Elsevier, vol. 167(C).
    18. Xueling Bao & Fengwan Zhang & Shili Guo & Xin Deng & Jiahao Song & Dingde Xu, 2022. "Peer Effects on Farmers’ Purchases of Policy-Based Planting Farming Agricultural Insurance: Evidence from Sichuan Province, China," IJERPH, MDPI, vol. 19(12), pages 1-18, June.
    19. Lim, Krisha & Wichmann, Bruno & Luckert, Martin, 2021. "Adaptation, spatial effects, and targeting: Evidence from Africa and Asia," World Development, Elsevier, vol. 139(C).
    20. Dirk Landmann & Carl-Johan Lagerkvist & Verena Otter, 2021. "Determinants of Small-Scale Farmers’ Intention to Use Smartphones for Generating Agricultural Knowledge in Developing Countries: Evidence from Rural India," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 33(6), pages 1435-1454, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:renene:v:203:y:2023:i:c:p:753-762. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/renewable-energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.