IDEAS home Printed from https://ideas.repec.org/a/pal/palcom/v9y2022i1d10.1057_s41599-022-01347-6.html
   My bibliography  Save this article

Motivating factors behind the public’s use of smart recycling systems: perceived playfulness and environmental concern

Author

Listed:
  • Liyuan Liu

    (Ningbo University)

  • Yen Hsu

    (Tatung University)

Abstract

Smart cities around the world are seeking effective ways to recycle waste. A smart recycling service system is a new recycling method that allows people to engage in environmental protection. Previous studies on recycling have only focused on environmental concerns. Whether public intention to use smart recycling is influenced by environmental concern or perceived playfulness has yet to be explored. Therefore, this study proposes a modified technology acceptance model to discuss the impact of perceived playfulness and environmental concern on public intention to use smart recycling systems. We adopted the maximum likelihood estimation method as the measurement model for this study. The results show that both environmental concern and perceived playfulness motivate people to use smart recycling systems. However, perceived playfulness impacts public intention more than environmental concern and had the most significant impact among the four factors discussed in this study. Therefore, when seeking to improve and promote smart recycling systems, the focus should shift to promoting public intention to use and enhance their environmentally-friendly behavior in a playful way. This study provides new insights into the improvement of smart recycling systems and the implications for promoting them.

Suggested Citation

  • Liyuan Liu & Yen Hsu, 2022. "Motivating factors behind the public’s use of smart recycling systems: perceived playfulness and environmental concern," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-13, December.
    • Handle: RePEc:pal:palcom:v:9:y:2022:i:1:d:10.1057_s41599-022-01347-6
    DOI: 10.1057/s41599-022-01347-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41599-022-01347-6
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1057/s41599-022-01347-6?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. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    2. Poncin, Ingrid & Garnier, Marion & Ben Mimoun, Mohammed Slim & Leclercq, Thomas, 2017. "Smart technologies and shopping experience: Are gamification interfaces effective? The case of the Smartstore," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 320-331.
    3. Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
    4. Jing Ma & Keith W. Hipel & Mark L. Hanson, 2017. "Public participation in municipal solid waste source-separated collection in Guilin, China: status and influencing factors," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 60(12), pages 2174-2191, December.
    5. Koo, Chulmo & Chung, Namho & Nam, Kichan, 2015. "Assessing the impact of intrinsic and extrinsic motivators on smart green IT device use: Reference group perspectives," International Journal of Information Management, Elsevier, vol. 35(1), pages 64-79.
    6. Debora Bettiga & Lucio Lamberti & Emanuele Lettieri, 2020. "Individuals’ adoption of smart technologies for preventive health care: a structural equation modeling approach," Health Care Management Science, Springer, vol. 23(2), pages 203-214, June.
    7. Roland Bénabou & Jean Tirole, 2003. "Intrinsic and Extrinsic Motivation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(3), pages 489-520.
    8. Ching-Wei Ho & Yu-Bing Wang & Neil Y. Yen, 2015. "Does Environmental Sustainability Play a Role in the Adoption of Smart Card Technology at Universities in Taiwan: An Integration of TAM and TRA," Sustainability, MDPI, vol. 7(8), pages 1-16, August.
    9. Lee-Yun Pan & Shih-Chi Chang & Chia-Chi Sun, 2014. "A three-stage model for smart phone use antecedents," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(2), pages 1107-1115, March.
    10. Wang, Mengmeng & Zhou, Tao & Wang, Di, 2020. "Tracking the evolution processes of smart cities in China by assessing performance and efficiency," Technology in Society, Elsevier, vol. 63(C).
    11. Francesco Perrini & Sandro Castaldo & Nicola Misani & Antonio Tencati, 2010. "The impact of corporate social responsibility associations on trust in organic products marketed by mainstream retailers: a study of Italian consumers," Business Strategy and the Environment, Wiley Blackwell, vol. 19(8), pages 512-526, December.
    12. Minton, Ann P. & Rose, Randall L., 1997. "The Effects of Environmental Concern on Environmentally Friendly Consumer Behavior: An Exploratory Study," Journal of Business Research, Elsevier, vol. 40(1), pages 37-48, September.
    13. Shang-Yu Chen & Chung-Cheng Lu, 2016. "A Model of Green Acceptance and Intentions to Use Bike-Sharing: YouBike Users in Taiwan," Networks and Spatial Economics, Springer, vol. 16(4), pages 1103-1124, December.
    14. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    15. Zhang, Suopeng & Zhang, Mingli & Yu, Xueying & Ren, Hao, 2016. "What keeps Chinese from recycling: Accessibility of recycling facilities and the behavior," Resources, Conservation & Recycling, Elsevier, vol. 109(C), pages 176-186.
    Full references (including those not matched with items on IDEAS)

    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. Teng Yu & Jian Dai & Chengliang Wang, 2023. "Adoption of blended learning: Chinese university students’ perspectives," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-16, December.
    2. Mäntymäki, Matti & Salo, Jari, 2013. "Purchasing behavior in social virtual worlds: An examination of Habbo Hotel," International Journal of Information Management, Elsevier, vol. 33(2), pages 282-290.
    3. Joan Torrent-Sellens & Cristian Salazar-Concha & Pilar Ficapal-Cusí & Francesc Saigí-Rubió, 2021. "Using Digital Platforms to Promote Blood Donation: Motivational and Preliminary Evidence from Latin America and Spain," IJERPH, MDPI, vol. 18(8), pages 1-17, April.
    4. Zhang, Wenqing & Liu, Liangliang, 2022. "Exploring non-users' intention to adopt ride-sharing services: Taking into account increased risks due to the COVID-19 pandemic among other factors," Transportation Research Part A: Policy and Practice, Elsevier, vol. 158(C), pages 180-195.
    5. Sanjeev Verma, 2015. "Harnessing the Benefit of Social Networking Sites for Intentional Social Action: Determinants and Challenges," Vision, , vol. 19(2), pages 104-111, June.
    6. Sarv Devaraj & Ming Fan & Rajiv Kohli, 2002. "Antecedents of B2C Channel Satisfaction and Preference: Validating e-Commerce Metrics," Information Systems Research, INFORMS, vol. 13(3), pages 316-333, September.
    7. Muhammad Ali & Syed Ali Raza & Chin-Hong Puah & Mohd Zaini Abd Karim, 2017. "Islamic home financing in Pakistan: a SEM-based approach using modified TPB model," Housing Studies, Taylor & Francis Journals, vol. 32(8), pages 1156-1177, November.
    8. Chua Chang Jin & Lim Chee Seong & Aye Aye Khin, 2019. "Factors Affecting the Consumer Acceptance towards Fintech Products and Services in Malaysia," International Journal of Asian Social Science, Asian Economic and Social Society, vol. 9(1), pages 59-65, January.
    9. Hongping Yuan & Yu Yang & Xiaolong Xue, 2019. "Promoting Owners’ BIM Adoption Behaviors to Achieve Sustainable Project Management," Sustainability, MDPI, vol. 11(14), pages 1-18, July.
    10. Yanqing Song & Han Bao & Shan Shen, 2022. "Understanding the Influence of Initial Values of College Students in Shaping Pro-Environmental Behavioral Intention," IJERPH, MDPI, vol. 19(15), pages 1-14, August.
    11. Viswanath Venkatesh, 2000. "Determinants of Perceived Ease of Use: Integrating Control, Intrinsic Motivation, and Emotion into the Technology Acceptance Model," Information Systems Research, INFORMS, vol. 11(4), pages 342-365, December.
    12. Gao, Tao (Tony) & Rohm, Andrew J. & Sultan, Fareena & Pagani, Margherita, 2013. "Consumers un-tethered: A three-market empirical study of consumers' mobile marketing acceptance," Journal of Business Research, Elsevier, vol. 66(12), pages 2536-2544.
    13. Liébana-Cabanillas, Francisco & Marinkovic, Veljko & Ramos de Luna, Iviane & Kalinic, Zoran, 2018. "Predicting the determinants of mobile payment acceptance: A hybrid SEM-neural network approach," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 117-130.
    14. Deborah Compeau & Barbara Marcolin & Helen Kelley & Chris Higgins, 2012. "Research Commentary ---Generalizability of Information Systems Research Using Student Subjects---A Reflection on Our Practices and Recommendations for Future Research," Information Systems Research, INFORMS, vol. 23(4), pages 1093-1109, December.
    15. Chen Wei, 2021. "The influence of Consumers’ Purchase intention on Smart Wearable Device: A study of Consumers in East China," International Journal of Science and Business, IJSAB International, vol. 5(8), pages 46-72.
    16. Mohammad Tipu Sultan & Farzana Sharmin & Alina Badulescu & Darie Gavrilut & Ke Xue, 2021. "Social Media-Based Content towards Image Formation: A New Approach to the Selection of Sustainable Destinations," Sustainability, MDPI, vol. 13(8), pages 1-22, April.
    17. Kamal Abubker Abrahim Sleiman & Lan Juanli & Hongzhen Lei & Ru Liu & Yuanxin Ouyang & Wenge Rong, 2021. "User Trust levels and Adoption of Mobile Payment Systems in China: An Empirical Analysis," SAGE Open, , vol. 11(4), pages 21582440211, November.
    18. Gerli, Paolo & Clement, Jessica & Esposito, Giovanni & Mora, Luca & Crutzen, Nathalie, 2022. "The hidden power of emotions: How psychological factors influence skill development in smart technology adoption," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    19. Kamrath, Carolin & Rajendran, Srinivasulu & Nenguwo, Ngoni & Afari-Sefa, Victor & Broring, Stefanie, 2018. "Adoption behavior of market traders: an analysis based on Technology Acceptance Model and Theory of Planned Behavior," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 21(6), July.
    20. Taneja, Shilpa & Ali, Liaqat, 2021. "Determinants of customers’ intentions towards environmentally sustainable banking: Testing the structural model," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).

    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:pal:palcom:v:9:y:2022:i:1:d:10.1057_s41599-022-01347-6. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: https://www.nature.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.