IDEAS home Printed from https://ideas.repec.org/a/wly/corsem/v28y2021i1p184-195.html
   My bibliography  Save this article

Exploring consumer participation in environment management: Findings from two‐staged structural equation modelling‐artificial neural network approach

Author

Listed:
  • Arsalan Najmi
  • Kanagi Kanapathy
  • Azmin A. Aziz

Abstract

A manufacturer's extended producer responsibility for environment management cannot be fulfilled without the participation of end consumers. Therefore, the present study aims to explore the role of consumers in recycling programs of end of life mobile phones. Based on the theory of planned behavior, hypotheses were developed for which data was collected from 746 respondents and a two staged structural equation modelling‐artificial neural network was applied. Both techniques generated similar results which provides validation of the hypothesized relationships. Based on the findings, results are discussed and accordingly policy implications are recommended.

Suggested Citation

  • Arsalan Najmi & Kanagi Kanapathy & Azmin A. Aziz, 2021. "Exploring consumer participation in environment management: Findings from two‐staged structural equation modelling‐artificial neural network approach," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(1), pages 184-195, January.
    • Handle: RePEc:wly:corsem:v:28:y:2021:i:1:p:184-195
    DOI: 10.1002/csr.2041
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/csr.2041
    Download Restriction: no
    File URL: https://libkey.io/10.1002/csr.2041?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
    ---><---

    References listed on IDEAS

    as
    1. Ching‐Hsun Chang, 2018. "How to Enhance Green Service and Green Product Innovation Performance? The Roles of Inward and Outward Capabilities," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(4), pages 411-425, July.
    2. Davood Andalib Ardakani & Asieh Soltanmohammadi, 2019. "Investigating and analysing the factors affecting the development of sustainable supply chain model in the industrial sectors," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(1), pages 199-212, January.
    3. Arsalan Najmi & Huma Maqbool & Waqar Ahmed & Syed Aziz Ur Rehman, 2020. "The influence of greening the suppliers on environmental and economic performance," International Journal of Business Performance and Supply Chain Modelling, Inderscience Enterprises Ltd, vol. 11(1), pages 69-90.
    4. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    5. Ali, Faizan & Kim, Woo Gon & Ryu, Kisang, 2016. "The effect of physical environment on passenger delight and satisfaction: Moderating effect of national identity," Tourism Management, Elsevier, vol. 57(C), pages 213-224.
    6. Urša Golob & Klement Podnar & Mateja Kos Koklič & Vesna Zabkar, 2019. "The importance of corporate social responsibility for responsible consumption: Exploring moral motivations of consumers," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(2), pages 416-423, March.
    7. Abdulrahman, Muhammad D. & Gunasekaran, Angappa & Subramanian, Nachiappan, 2014. "Critical barriers in implementing reverse logistics in the Chinese manufacturing sectors," International Journal of Production Economics, Elsevier, vol. 147(PB), pages 460-471.
    8. Helen Borland & Yohan Bhatti & Adam Lindgreen, 2019. "Sustainability and sustainable development strategies in the U.K. plastic electronics industry," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(4), pages 805-818, July.
    9. Ibrahim Al-Jubari & Arif Hassan & Francisco Liñán, 2019. "Entrepreneurial intention among University students in Malaysia: integrating self-determination theory and the theory of planned behavior," International Entrepreneurship and Management Journal, Springer, vol. 15(4), pages 1323-1342, December.
    10. Kamyar Kianpour & Ahmad Jusoh & Abbas Mardani & Dalia Streimikiene & Fausto Cavallaro & Khalil Md. Nor & Edmundas Kazimieras Zavadskas, 2017. "Factors Influencing Consumers’ Intention to Return the End of Life Electronic Products through Reverse Supply Chain Management for Reuse, Repair and Recycling," Sustainability, MDPI, vol. 9(9), pages 1-23, September.
    11. Jaime Guerrero‐Villegas & Laura Sierra‐García & Beatriz Palacios‐Florencio, 2018. "The role of sustainable development and innovation on firm performance," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(6), pages 1350-1362, November.
    12. Hew, Jun-Jie & Leong, Lai-Ying & Tan, Garry Wei-Han & Ooi, Keng-Boon & Lee, Voon-Hsien, 2019. "The age of mobile social commerce: An Artificial Neural Network analysis on its resistances," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 311-324.
    13. Raymond J. Jones & Timothy M. Reilly & Marcus Z. Cox & Brooklyn M. Cole, 2017. "Gender Makes a Difference: Investigating Consumer Purchasing Behavior and Attitudes Toward Corporate Social Responsibility Policies," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 24(2), pages 133-144, March.
    14. Waqar Ahmed & Muhammad Saeed Ashraf & Sharfuddin Ahmed Khan & Simonov Kusi-Sarpong & Francis Kow Arhin & Horsten Kusi-Sarpong & Arsalan Najmi, 2020. "Analyzing the impact of environmental collaboration among supply chain stakeholders on a firm’s sustainable performance," Operations Management Research, Springer, vol. 13(1), pages 4-21, June.
    15. Kuan Siew Khor & Benjamin T. Hazen, 2017. "Remanufactured products purchase intentions and behaviour: Evidence from Malaysia," International Journal of Production Research, Taylor & Francis Journals, vol. 55(8), pages 2149-2162, April.
    16. Mei‐Jane Teng & Shih‐Ying Wu, 2018. "Sustainable Development and Competitive Advantages – Utilizing Matching to Overcome Sample Selection Bias," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(4), pages 313-326, July.
    17. Shirish Jeble & Rameshwar Dubey & Stephen J. Childe & Thanos Papadopoulos & David Roubaud & Anand Prakash, 2018. "Impact of big data and predictive analytics capability on supply chain sustainability," Post-Print hal-02061341, HAL.
    18. Evgeniya Yushkova & Yunting Feng, 2017. "What explains the intention to bring mobile phones for recycling? A study on university students in China and Germany," International Economics and Economic Policy, Springer, vol. 14(3), pages 501-516, July.
    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. Yihua Wu & Muhammad Farrukh & Ali Raza & Fanchen Meng & Imtiaz Alam, 2021. "Framing the evolution of the corporate social responsibility and environmental management journal," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(4), pages 1397-1411, July.
    2. Omid Dehghan & Sajjad Shokouhyar & Sasan Nowruzi & Navid Nezafati & Sina Shokoohyar, 2024. "A global perspective for improving recovery and recycling programs: text analysis approaches," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(11), pages 27885-27922, November.
    3. Albahri, A.S. & Alnoor, Alhamzah & Zaidan, A.A. & Albahri, O.S. & Hameed, Hamsa & Zaidan, B.B. & Peh, S.S. & Zain, A.B. & Siraj, S.B. & Alamoodi, A.H. & Yass, A.A., 2021. "Based on the multi-assessment model: Towards a new context of combining the artificial neural network and structural equation modelling: A review," Chaos, Solitons & Fractals, Elsevier, vol. 153(P1).
    4. Sun, Yunpeng & Bao, Qun & Siao-Yun, Wei & Islam, Misbah ul & Razzaq, Asif, 2022. "Renewable energy transition and environmental sustainability through economic complexity in BRICS countries: Fresh insights from novel Method of Moments Quantile regression," Renewable Energy, Elsevier, vol. 184(C), pages 1165-1176.
    5. Md Shah Newaz & Andrea Appolloni, 2024. "Evolution of behavioral research on E‐waste management: Conceptual frameworks and future research directions," Business Strategy and the Environment, Wiley Blackwell, vol. 33(2), pages 477-503, February.

    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. Alessandro Concari & Gerjo Kok & Pim Martens, 2020. "A Systematic Literature Review of Concepts and Factors Related to Pro-Environmental Consumer Behaviour in Relation to Waste Management Through an Interdisciplinary Approach," Sustainability, MDPI, vol. 12(11), pages 1-50, May.
    2. Wei Zheng & Hongliang Qiu & Alastair M. Morrison & Wei Wei & Xihua Zhang, 2022. "Landscape and Unique Fascination: A Dual-Case Study on the Antecedents of Tourist Pro-Environmental Behavioral Intentions," Land, MDPI, vol. 11(4), pages 1-20, March.
    3. Wang, Guoqiang & Tan, Garry Wei-Han & Yuan, Yunpeng & Ooi, Keng-Boon & Dwivedi, Yogesh K., 2022. "Revisiting TAM2 in behavioral targeting advertising: A deep learning-based dual-stage SEM-ANN analysis," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    4. Nasiri, Mohammad Sadegh & Shokouhyar, Sajjad, 2021. "Actual consumers' response to purchase refurbished smartphones: Exploring perceived value from product reviews in online retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 62(C).
    5. Talwar, Manish & Talwar, Shalini & Kaur, Puneet & Tripathy, Naliniprava & Dhir, Amandeep, 2021. "Has financial attitude impacted the trading activity of retail investors during the COVID-19 pandemic?," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    6. Greeni Maheshwari & Khanh Linh Kha & Anantha Raj A. Arokiasamy, 2023. "Factors affecting students’ entrepreneurial intentions: a systematic review (2005–2022) for future directions in theory and practice," Management Review Quarterly, Springer, vol. 73(4), pages 1903-1970, December.
    7. Zhijian Bai & Yang Zhang, 2021. "Sustainability of Ski Tourism in China: An Integrated Model of Skiing Tourists’ Willingness to Pay for Environmental Protection," Sustainability, MDPI, vol. 13(16), pages 1-16, August.
    8. Zeeshan Ullah & Ahmad Arslan & Vesa Puhakka, 2021. "Corporate social responsibility strategy, sustainable product attributes, and export performance," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(6), pages 1840-1853, November.
    9. Elsy Lediana & Tomy Perdana & Yosini Deliana & Tuhpawana P. Sendjaja, 2023. "Sustainable Entrepreneurial Intention of Youth for Agriculture Start-Up: An Integrated Model," Sustainability, MDPI, vol. 15(3), pages 1-19, January.
    10. Xiuting Wang & Idrees Waris & Muhammad Yaseen Bhutto & Haowei Sun & Irfan Hameed, 2022. "Green Initiatives and Environmental Concern Foster Environmental Sustainability: A Study Based on the Use of Reusable Drink Cups," IJERPH, MDPI, vol. 19(15), pages 1-16, July.
    11. Filippo Corsini & Natalia Marzia Gusmerotti & Marco Frey, 2020. "Consumer’s Circular Behaviors in Relation to the Purchase, Extension of Life, and End of Life Management of Electrical and Electronic Products: A Review," Sustainability, MDPI, vol. 12(24), pages 1-16, December.
    12. Kareem Abdul Waheed & Abhilasha Singh & Ayisha Siddiqua & Maisa El Gamal & Mohammed Laeequddin, 2023. "E-Waste Recycling Behavior in the United Arab Emirates: Investigating the Roles of Environmental Consciousness, Cost, and Infrastructure Support," Sustainability, MDPI, vol. 15(19), pages 1-19, September.
    13. Smith, Kenneth J. & Emerson, David J. & Mauldin, Shawn, 2021. "Online cheating at the intersection of the dark triad and fraud diamond," Journal of Accounting Education, Elsevier, vol. 57(C).
    14. Francisco J. García-Rodríguez & Inés Ruiz-Rosa & Desiderio Gutiérrez-Taño & Esperanza Gil-Soto, 0. "Entrepreneurial intentions in the context of a collectivist economy: a comparison between Cuba and Spain," International Entrepreneurship and Management Journal, Springer, vol. 0, pages 1-19.
    15. Chien-Liang Lin & Yuan Ye & Peng Lin & Xiao-Ling Lai & Yuan-Qing Jin & Xin Wang & Yu-Sheng Su, 2021. "Safe Sexual Behavior Intentions among College Students: The Construction of an Extended Theory of Planned Behavior," IJERPH, MDPI, vol. 18(12), pages 1-14, June.
    16. Maria del García-de los Salmones & Angel Herrero & Patricia Martínez, 2021. "Determinants of Electronic Word-of-Mouth on Social Networking Sites About Negative News on CSR," Journal of Business Ethics, Springer, vol. 171(3), pages 583-597, July.
    17. Mark Anthony Camilleri & Livio Cricelli & Roberto Mauriello & Serena Strazzullo, 2023. "Consumer Perceptions of Sustainable Products: A Systematic Literature Review," Sustainability, MDPI, vol. 15(11), pages 1-18, June.
    18. Heesup Han & Taeyeon Eom & Hyunah Chung & Soyeun Lee & Hyungseo Bobby Ryu & Wansoo Kim, 2019. "Passenger Repurchase Behaviours in the Green Cruise Line Context: Exploring the Role of Quality, Image, and Physical Environment," Sustainability, MDPI, vol. 11(7), pages 1-15, April.
    19. Débora Regina Schneider Locatelli & Paulo Jorge Reis Mourão & Rui Silva, 2021. "Lusophone Entrepreneurship: Analysis of Entrepreneurial Behavioural Characteristics in Brazilian and Portuguese Universities," Sustainability, MDPI, vol. 13(8), pages 1-16, April.
    20. Constanza Bianchi & Valentina Reyes & Veronica Devenin, 2020. "Consumer motivations to purchase from benefit corporations (B Corps)," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(3), pages 1445-1453, May.

    More about this item

    Statistics

    Access and download statistics

    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:wly:corsem:v:28:y:2021:i:1:p:184-195. 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: Wiley Content Delivery (email available below). General contact details of provider: https://doi.org/10.1002/(ISSN)1535-3966 .

    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.