IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v16y2019i15p2788-d254744.html
   My bibliography  Save this article

Application of the Theory of Planned Behavior in Environmental Science: A Comprehensive Bibliometric Analysis

Author

Listed:
  • Hongyun Si

    (School of Economics and Management, Tongji University, Shanghai 200092, China
    These authors contributed equally to this work.)

  • Jian-gang Shi

    (School of Economics and Management, Tongji University, Shanghai 200092, China)

  • Daizhong Tang

    (School of Economics and Management, Tongji University, Shanghai 200092, China
    These authors contributed equally to this work.)

  • Shiping Wen

    (School of Economics and Management, Tongji University, Shanghai 200092, China)

  • Wei Miao

    (School of Economics and Management, Tongji University, Shanghai 200092, China)

  • Kaifeng Duan

    (School of Economics and Management, Tongji University, Shanghai 200092, China)

Abstract

Since the theory of planned behavior (TPB) was proposed by Ajzen in 1985, it has attracted extensive interest and been widely applied worldwide. Although an increasing number of studies have employed the TPB in the domain of environmental science, there have been no attempts to retrospectively analyze existing articles. The current study aimed to holistically understand the application status of the TPB in environmental science from a knowledge domain visualization perspective. A total of 531 journal articles were obtained through the Scopus database to perform a bibliometric analysis and content analysis. The results showed that waste management, green consumption, climate and environment, saving and conservation, and sustainable transportation are the primary research topics; the United States (U.S.), Mainland China, the United Kingdom (UK), and Malaysia are the most productive countries/regions. Moreover, the cross-disciplinary situations, main source journals, and key articles were revealed. Furthermore, the extended factors, integrated theories, major methods, specific groups, and control variables of environmental science research using the TPB were elaborated and integrated into a comprehensive application framework. Constructive criticisms were ultimately discussed. The findings contribute in several ways to help relevant researchers learn about the application of TPB to environmental science and provide new insights and holistic references for further research on environment-related behavior.

Suggested Citation

  • Hongyun Si & Jian-gang Shi & Daizhong Tang & Shiping Wen & Wei Miao & Kaifeng Duan, 2019. "Application of the Theory of Planned Behavior in Environmental Science: A Comprehensive Bibliometric Analysis," IJERPH, MDPI, vol. 16(15), pages 1-26, August.
    • Handle: RePEc:gam:jijerp:v:16:y:2019:i:15:p:2788-:d:254744
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/16/15/2788/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/16/15/2788/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Zhaohua Wang & Xiaoyang Dong, 2016. "Determinants and policy implications of residents’ new energy vehicle purchases: the evidence from China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 82(1), pages 155-173, May.
    2. Elizabeth S. Vieira & José A. N. F. Gomes, 2009. "A comparison of Scopus and Web of Science for a typical university," Scientometrics, Springer;Akadémiai Kiadó, vol. 81(2), pages 587-600, November.
    3. Yadav, Rambalak & Pathak, Govind S., 2017. "Determinants of Consumers' Green Purchase Behavior in a Developing Nation: Applying and Extending the Theory of Planned Behavior," Ecological Economics, Elsevier, vol. 134(C), pages 114-122.
    4. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    5. Shis-Ping Lin, 2013. "The gap between global issues and personal behaviors: pro-environmental behaviors of citizens toward climate change in Kaohsiung, Taiwan," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 18(6), pages 773-783, August.
    6. Guibo Sun & Ransford A. Acheampong & Hui Lin & Vivian C. Pun, 2015. "Understanding Walking Behavior among University Students Using Theory of Planned Behavior," IJERPH, MDPI, vol. 12(11), pages 1-13, October.
    7. Wang, Bo & Wang, Xiaomeng & Guo, Dongxue & Zhang, Bin & Wang, Zhaohua, 2018. "Analysis of factors influencing residents’ habitual energy-saving behaviour based on NAM and TPB models: Egoism or altruism?," Energy Policy, Elsevier, vol. 116(C), pages 68-77.
    8. Guomin Li & Wei Li & Zihan Jin & Zhihao Wang, 2019. "Influence of Environmental Concern and Knowledge on Households’ Willingness to Purchase Energy-Efficient Appliances: A Case Study in Shanxi, China," Sustainability, MDPI, vol. 11(4), pages 1-18, February.
    9. Jian-gang Shi & Wei Miao & Hongyun Si, 2019. "Visualization and Analysis of Mapping Knowledge Domain of Urban Vitality Research," Sustainability, MDPI, vol. 11(4), pages 1-17, February.
    10. Kamonthip Maichum & Surakiat Parichatnon & Ke-Chung Peng, 2016. "Application of the Extended Theory of Planned Behavior Model to Investigate Purchase Intention of Green Products among Thai Consumers," Sustainability, MDPI, vol. 8(10), pages 1-20, October.
    11. Adnan, Nadia & Nordin, Shahrina Md & Ali, Murad, 2018. "A solution for the sunset industry: Adoption of Green Fertiliser Technology amongst Malaysian paddy farmers," Land Use Policy, Elsevier, vol. 79(C), pages 575-584.
    12. Lin Zhang & Liwen Chen & Zezhou Wu & Hong Xue & Wenlin Dong, 2018. "Key Factors Affecting Informed Consumers’ Willingness to Pay for Green Housing: A Case Study of Jinan, China," Sustainability, MDPI, vol. 10(6), pages 1-16, May.
    13. Sarstedt, Marko & Ringle, Christian M. & Smith, Donna & Reams, Russell & Hair, Joseph F., 2014. "Partial least squares structural equation modeling (PLS-SEM): A useful tool for family business researchers," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 105-115.
    14. Winitra Leelapattana & Shih-Yun Hsu & Weerapon Thongma & Chun Chen & Fu-Mei Chiang, 2019. "Understanding the Impact of Environmental Education on Tourists’ Future Visit Intentions to Leisure Farms in Mountain Regions," Sustainability, MDPI, vol. 11(6), pages 1-13, March.
    15. Yuwei Liu & Hong Sheng & Norbert Mundorf & Colleen Redding & Yinjiao Ye, 2017. "Integrating Norm Activation Model and Theory of Planned Behavior to Understand Sustainable Transport Behavior: Evidence from China," IJERPH, MDPI, vol. 14(12), pages 1-16, December.
    16. Kyungeun Sung & Tim Cooper & Sarah Kettley, 2019. "Factors Influencing Upcycling for UK Makers," Sustainability, MDPI, vol. 11(3), pages 1-26, February.
    17. Ardeshir Raihanian Mashhadi & Sara Behdad, 2018. "Environmental Impact Assessment of the Heterogeneity in Consumers’ Usage Behavior: An Agent‐Based Modeling Approach," Journal of Industrial Ecology, Yale University, vol. 22(4), pages 706-719, August.
    18. Long, Xingle & Chen, Yaqiong & Du, Jianguo & Oh, Keunyeob & Han, Insoo, 2017. "Environmental innovation and its impact on economic and environmental performance: Evidence from Korean-owned firms in China," Energy Policy, Elsevier, vol. 107(C), pages 131-137.
    19. Kai Chen & Ting Deng, 2016. "Research on the Green Purchase Intentions from the Perspective of Product Knowledge," Sustainability, MDPI, vol. 8(9), pages 1-16, September.
    20. Muhammad Mohiuddin & Abdullah Al Mamun & Fazal Ali Syed & Muhammad Mehedi Masud & Zhan Su, 2018. "Environmental Knowledge, Awareness, and Business School Students’ Intentions to Purchase Green Vehicles in Emerging Countries," Sustainability, MDPI, vol. 10(5), pages 1-18, May.
    21. Mi, Zhifu & Zheng, Jiali & Meng, Jing & Zheng, Heran & Li, Xian & Coffman, D'Maris & Woltjer, Johan & Wang, Shouyang & Guan, Dabo, 2019. "Carbon emissions of cities from a consumption-based perspective," Applied Energy, Elsevier, vol. 235(C), pages 509-518.
    22. Shengqin Zheng & Ye Cheng & Yingjie Ju, 2019. "Understanding the Intention and Behavior of Renting Houses among the Young Generation: Evidence from Jinan, China," Sustainability, MDPI, vol. 11(6), pages 1-18, March.
    23. Vermeir, Iris & Verbeke, Wim, 2008. "Sustainable food consumption among young adults in Belgium: Theory of planned behaviour and the role of confidence and values," Ecological Economics, Elsevier, vol. 64(3), pages 542-553, January.
    24. Lin Zhang & Liwen Chen & Zezhou Wu & Sizhen Zhang & Huanbin Song, 2018. "Investigating Young Consumers’ Purchasing Intention of Green Housing in China," Sustainability, MDPI, vol. 10(4), pages 1-15, April.
    25. Liobikienė, Genovaitė & Mandravickaitė, Justina & Bernatonienė, Jurga, 2016. "Theory of planned behavior approach to understand the green purchasing behavior in the EU: A cross-cultural study," Ecological Economics, Elsevier, vol. 125(C), pages 38-46.
    26. Dresner, Simon & Jackson, Tim & Gilbert, Nigel, 2006. "History and social responses to environmental tax reform in the United Kingdom," Energy Policy, Elsevier, vol. 34(8), pages 930-939, May.
    27. Begum, Rawshan Ara & Siwar, Chamhuri & Pereira, Joy Jacqueline & Jaafar, Abdul Hamid, 2009. "Attitude and behavioral factors in waste management in the construction industry of Malaysia," Resources, Conservation & Recycling, Elsevier, vol. 53(6), pages 321-328.
    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. Lea Marie Heidbreder & Josephine Tröger & Manfred Schmitt, 2023. "Exploring the psychological antecedents of private and public sphere behaviours to reduce household plastic consumption," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(4), pages 3405-3428, April.
    2. Junling Jiang & Zhaoxin He & Changren Ke, 2023. "Construction Contractors’ Carbon Emissions Reduction Intention: A Study Based on Structural Equation Model," Sustainability, MDPI, vol. 15(14), pages 1-21, July.
    3. Hye-Ryoung Kim & Hwa-Mi Yang, 2020. "Facilitators and Inhibitors of Lifestyle Modification and Maintenance of KOREAN Postmenopausal Women: Revealing Conversations from FOCUS Group Interview," IJERPH, MDPI, vol. 17(21), pages 1-20, November.
    4. Liu, Diyi & Qi, Suntong & Xu, Tiantong, 2023. "In the post-subsidy era: How to encourage mere consumers to become prosumers when subsidy reduced?," Energy Policy, Elsevier, vol. 174(C).
    5. Paola Briganti & Concetta Metallo & Maria Margherita Pagliuca & Luisa Varriale, 2023. "Exploring Citizens’ Behavior to Promote Environmental Sustainability: The Role of Information Overload and Urban Sustainable Policies," Sustainability, MDPI, vol. 15(5), pages 1-17, February.
    6. Agnieszka Bitkowska & Joanna Moczydłowska & Krystyna Leszczewska & Karol Karasiewicz & Joanna Sadkowska & Beata Żelazko, 2022. "Young Consumers’ Perceptions of Family Firms and Their Purchase Intentions—The Polish Experience," Sustainability, MDPI, vol. 14(21), pages 1-19, October.
    7. Jonathan Bermúdez-Hernández & Sebastián Cardona-Acevedo & Alejandro Valencia-Arias & Lucía Palacios-Moya & Nelly Dioses Lescano, 2022. "Behavioural Factors for Users of Bicycles as a Transport Alternative: A Case Study," Sustainability, MDPI, vol. 14(24), pages 1-16, December.
    8. Yi Gao & Yinkai Tang, 2023. "A Study on the Mechanism of Digital Technology’s Impact on the Green Transformation of Enterprises: Based on the Theory of Planned Behavior Approach," Sustainability, MDPI, vol. 15(15), pages 1-22, August.
    9. Mukherjee, Debmalya & Lim, Weng Marc & Kumar, Satish & Donthu, Naveen, 2022. "Guidelines for advancing theory and practice through bibliometric research," Journal of Business Research, Elsevier, vol. 148(C), pages 101-115.
    10. Angela Yi Jing Tsai & Alex Yong Kwang Tan, 2022. "The Expanded Theory of Planned Behavior in the Context of Environmental Protection Behaviors for Undergraduates: Roles of Moral Norms and University Class Standings," IJERPH, MDPI, vol. 19(15), pages 1-15, July.
    11. Zhuling Liu & Janet Z. Yang & Susan S. Clark & Michael A. Shelly, 2022. "Recycling as a planned behavior: the moderating role of perceived behavioral control," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(9), pages 11011-11026, September.

    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. Samah Ibnou-Laaroussi & Husam Rjoub & Wing-Keung Wong, 2020. "Sustainability of Green Tourism among International Tourists and Its Influence on the Achievement of Green Environment: Evidence from North Cyprus," Sustainability, MDPI, vol. 12(14), pages 1-24, July.
    2. Edwin Chukwuemeka Idoko & Chukwunonso Oraedu & Christian Chidera Ugwuanyi & Stephen Ikechukwu Ukenna, 2021. "Determinants of Smart Meter on Sustainable Energy Consumption Behavior: A Developing Country Perspective," SAGE Open, , vol. 11(3), pages 21582440211, July.
    3. Muhammad Yaseen Bhutto & Xiaohui Liu & Yasir Ali Soomro & Myriam Ertz & Yasser Baeshen, 2020. "Adoption of Energy-Efficient Home Appliances: Extending the Theory of Planned Behavior," Sustainability, MDPI, vol. 13(1), pages 1-25, December.
    4. Khuong, Phuong M. & Scheller, Fabian & McKenna, Russell & Keles, Dogan & Fichtner, Wolf, 2020. "Willingness to pay for residential PV: Reconciling gaps between acceptance and adoption," Working Paper Series in Production and Energy 46, Karlsruhe Institute of Technology (KIT), Institute for Industrial Production (IIP).
    5. Abdullah Al Mamun & Syed Ali Fazal & Muhammad Mehedi Masud & Ganeshsree Selvachandran & Noor Raihani Zainol & Quek Shio Gai, 2020. "The Underlying Drivers of Underprivileged Households’ Intention and Behavior towards Community Forestry Management: A Study Using Structural Equation Modelling and Artificial Neural Network Approach," Sustainability, MDPI, vol. 12(18), pages 1-26, September.
    6. Jana Hojnik & Mitja Ruzzier & Tatiana S. Manolova, 2020. "Sustainable development: Predictors of green consumerism in Slovenia," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(4), pages 1695-1708, July.
    7. Nik Masdek Nik Rozana & Wong Kelly Kai Seng & Mohd Nawi Nolila & Sharifuddin Juwaidah & Wong Wang Li, 2023. "Antecedents of sustainable food waste management behaviour: Empirical evidence from urban households in Malaysia," Management & Marketing, Sciendo, vol. 18(1), pages 53-77, March.
    8. Hsiao-Ping Chang & Chun-Chieh Ma & Han-Shen Chen, 2019. "Climate Change and Consumer’s Attitude toward Insect Food," IJERPH, MDPI, vol. 16(9), pages 1-17, May.
    9. Zaremohzzabieh, Zeinab & Ismail, Normala & Ahrari, Seyedali & Abu Samah, Asnarulkhadi, 2021. "The effects of consumer attitude on green purchase intention: A meta-analytic path analysis," Journal of Business Research, Elsevier, vol. 132(C), pages 732-743.
    10. Chung-Te Ting & Chi-Ming Hsieh & Hsiao-Ping Chang & Han-Shen Chen, 2019. "Environmental Consciousness and Green Customer Behavior: The Moderating Roles of Incentive Mechanisms," Sustainability, MDPI, vol. 11(3), pages 1-16, February.
    11. Adu-Gyamfi, Gibbson & Song, Huaming & Nketiah, Emmanuel & Obuobi, Bright & Adjei, Mavis & Cudjoe, Dan, 2022. "Determinants of adoption intention of battery swap technology for electric vehicles," Energy, Elsevier, vol. 251(C).
    12. Qing He & Haiyang Zhao & Lin Shen & Liuqun Dong & Ye Cheng & Ke Xu, 2019. "Factors Influencing Residents’ Intention toward Green Retrofitting of Existing Residential Buildings," Sustainability, MDPI, vol. 11(15), pages 1-23, August.
    13. Aline Carla Petkowicz & Tatiane Pelegrini & Brian William Bodah & Carlos Daniel Rotini & Leila Dal Moro & Alcindo Neckel & Caroline Pauletto Spanhol & Elton Gean Araújo & Jandir Pauli & Giana de Varga, 2024. "Purchasing Intention of Products with Sustainable Packaging," Sustainability, MDPI, vol. 16(7), pages 1-18, March.
    14. Saeid Karimi & Genovaitė Liobikienė & Heshmatollah Saadi & Fatemeh Sepahvand, 2021. "The Influence of Media Usage on Iranian Students’ Pro-Environmental Behaviors: An Application of the Extended Theory of Planned Behavior," Sustainability, MDPI, vol. 13(15), pages 1-19, July.
    15. Diana Puspita Sari & Nur Aini Masruroh & Anna Maria Sri Asih, 2021. "Consumer Intention to Participate in E-Waste Collection Programs: A Study of Smartphone Waste in Indonesia," Sustainability, MDPI, vol. 13(5), pages 1-28, March.
    16. WeiYu Ji & Edwin H. W. Chan, 2019. "Critical Factors Influencing the Adoption of Smart Home Energy Technology in China: A Guangdong Province Case Study," Energies, MDPI, vol. 12(21), pages 1-24, November.
    17. Lin Shen & Hongyun Si & Lei Yu & Haolun Si, 2019. "Factors Influencing Young People’s Intention toward Municipal Solid Waste Sorting," IJERPH, MDPI, vol. 16(10), pages 1-19, May.
    18. Nekmahmud, Md. & Naz, Farheen & Ramkissoon, Haywantee & Fekete-Farkas, Maria, 2022. "Transforming consumers' intention to purchase green products: Role of social media," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    19. Paul Chibuogwu Ashinze & Jian Tian & Peter Chiedu Ashinze & Mehrab Nazir & Imrab Shaheen, 2021. "A Multidimensional Model of Sustainable Renewable Energy Linking Purchase Intentions, Attitude and User Behavior in Nigeria," Sustainability, MDPI, vol. 13(19), pages 1-16, September.
    20. Andreas Falke & Nadine Schröder & Claudia Hofmann, 2022. "The influence of values in sustainable consumption among millennials," Journal of Business Economics, Springer, vol. 92(6), pages 899-928, August.

    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:gam:jijerp:v:16:y:2019:i:15:p:2788-:d:254744. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.