IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i18p13961-d1243932.html
   My bibliography  Save this article

Unraveling the Multifaceted Nexus of Artificial Intelligence Sports and User Willingness: A Focus on Technology Readiness, Perceived Usefulness, and Green Consciousness

Author

Listed:
  • Liqian Gao

    (Graduate School, Kyonggi University, Suwon 16227, Republic of Korea)

  • Ziyang Liu

    (Graduate School, Kyonggi University, Suwon 16227, Republic of Korea)

Abstract

The adoption of artificial intelligence (AI) in the sports domain, known as AI Sports, has gained considerable attention, while the increasing importance of environmental sustainability further necessitates exploring green-conscious behaviors. This study aims to investigate the impacts of technology readiness, perceived usefulness, and green consciousness on users’ willingness to adopt AI Sports. Utilizing a cross-sectional survey and structural equation modeling, data from 670 valid questionnaires were analyzed. The results revealed that technology readiness directly influences users’ perceived usefulness of AI Sports, while green awareness significantly affects perceived usefulness, highlighting the relative scarcity of research on green consciousness in this context. Moreover, perceived usefulness plays a crucial role in predicting users’ willingness to use AI Sports, contributing to its sustainable development and widespread adoption. This study fills a research gap by exploring the importance of green consciousness in the field of artificial intelligence sports, and provides important insights for the development and promotion of sustainable artificial intelligence sports.

Suggested Citation

  • Liqian Gao & Ziyang Liu, 2023. "Unraveling the Multifaceted Nexus of Artificial Intelligence Sports and User Willingness: A Focus on Technology Readiness, Perceived Usefulness, and Green Consciousness," Sustainability, MDPI, vol. 15(18), pages 1-16, September.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:18:p:13961-:d:1243932
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/18/13961/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/18/13961/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Luzar, E. Jane & Diagne, Assane & Gan, Christopher E.C. & Henning, Brenda R., 1995. "Evaluating Nature-Based Tourism Using The New Environmental Paradigm," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 27(2), pages 1-12, December.
    3. Francisco Liébana-Cabanillas & Iviane Ramos de Luna & Francisco Montoro-Ríos, 2017. "Intention to use new mobile payment systems: a comparative analysis of SMS and NFC payments," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 30(1), pages 892-910, January.
    4. Yu-Sheng Kao & Kazumitsu Nawata & Chi-Yo Huang, 2019. "An Exploration and Confirmation of the Factors Influencing Adoption of IoT-Based Wearable Fitness Trackers," IJERPH, MDPI, vol. 16(18), pages 1-31, September.
    5. Jane Luzar, E. & Diagne, Assane & Gan, Christopher & Henning, Brenda R., 1995. "Evaluating Nature-based Tourism Using the New Environmental Paradigm," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 27(2), pages 544-555, December.
    6. 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.
    7. Hsiu‐Yi Lin & Meng‐Hsiang Hsu, 2015. "Using Social Cognitive Theory to Investigate Green Consumer Behavior," Business Strategy and the Environment, Wiley Blackwell, vol. 24(5), pages 326-343, July.
    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. 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.
    2. Torgler, Benno & Garcã A-Valiã‘As, Marã A A. & Macintyre, Alison, 2011. "Participation in environmental organizations: an empirical analysis," Environment and Development Economics, Cambridge University Press, vol. 16(5), pages 591-620, October.
    3. Halkos, George & Matsiori, Steriani, 2017. "Environmental attitude, motivations and values for marine biodiversity protection," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 69(C), pages 61-70.
    4. Kanokkarn Snae Namahoot & Ekkarat Boonchieng, 2023. "UTAUT Determinants of Cashless Payment System Adoption in Thailand: A Hybrid SEM-Neural Network Approach," SAGE Open, , vol. 13(4), pages 21582440231, December.
    5. Kotchen, Matthew J. & Reiling, Stephen D., 2000. "Environmental attitudes, motivations, and contingent valuation of nonuse values: a case study involving endangered species," Ecological Economics, Elsevier, vol. 32(1), pages 93-107, January.
    6. Meleddu, Marta & Pulina, Manuela, 2016. "Evaluation of individuals’ intention to pay a premium price for ecotourism: An exploratory study," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 65(C), pages 67-78.
    7. Abdullah Tarinc & Gozde Seval Ergun & Arif Aytekin & Ali Keles & Ozlem Ozbek & Huseyin Keles & Ozgur Yayla, 2023. "Effect of Climate Change Belief and the New Environmental Paradigm (NEP) on Eco-Tourism Attitudes of Tourists: Moderator Role of Green Self-Identity," IJERPH, MDPI, vol. 20(6), pages 1-27, March.
    8. Kim, Aise KyoungJin & Weiler, Betty, 2013. "Visitors' attitudes towards responsible fossil collecting behaviour: An environmental attitude-based segmentation approach," Tourism Management, Elsevier, vol. 36(C), pages 602-612.
    9. Benno Torgler & Maria A. Garcia-Valiñas, 2006. "Participation in Environmental Organizations: Political Interest and State Capacity," CREMA Working Paper Series 2006-14, Center for Research in Economics, Management and the Arts (CREMA).
    10. Heesup Han & Hossein G.T. Olya & Jinkyung (Jenny) Kim & Wansoo Kim, 2018. "Model of sustainable behavior: Assessing cognitive, emotional and normative influence in the cruise context," Business Strategy and the Environment, Wiley Blackwell, vol. 27(7), pages 789-800, November.
    11. Wenzel, Stefan, 2014. "App'ification of Enterprise Software - Evaluating Mobile App Characteristics Enabling Online Purchase And Their Portability To Enterprise Application Software," EconStor Preprints 146785, ZBW - Leibniz Information Centre for Economics.
    12. Zhihui Wang & Liangzhen Nie & Eila Jeronen & Lihua Xu & Meiai Chen, 2023. "Understanding the Environmentally Sustainable Behavior of Chinese University Students as Tourists: An Integrative Framework," IJERPH, MDPI, vol. 20(4), pages 1-17, February.
    13. Nicole D. Sintov & P. Wesley Schultz, 2017. "Adjustable Green Defaults Can Help Make Smart Homes More Sustainable," Sustainability, MDPI, vol. 9(4), pages 1-12, April.
    14. Jingze Jiang, 2016. "Peer Pressure in Voluntary Environmental Programs: a Case of the Bag Rewards Program," Journal of Industry, Competition and Trade, Springer, vol. 16(2), pages 155-190, June.
    15. Irina Heimbach & Oliver Hinz, 2018. "The Impact of Sharing Mechanism Design on Content Sharing in Online Social Networks," Information Systems Research, INFORMS, vol. 29(3), pages 592-611, September.
    16. Yu Wang & Shanyong Wang & Jing Wang & Jiuchang Wei & Chenglin Wang, 2020. "An empirical study of consumers’ intention to use ride-sharing services: using an extended technology acceptance model," Transportation, Springer, vol. 47(1), pages 397-415, February.
    17. Quinn, Martin & Feeney, Orla, 2022. "Domestic Waste Management in Ireland - the Journey Towards Financialization," QBS Working Paper Series 271266, Queen's University Belfast, Queen's Business School.
    18. 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.
    19. Arne K. Albrecht & Gianfranco Walsh & Simon Brach & Dwayne D. Gremler & Erica Herpen, 2017. "The influence of service employees and other customers on customer unfriendliness: a social norms perspective," Journal of the Academy of Marketing Science, Springer, vol. 45(6), pages 827-847, November.
    20. Bilgihan, Anil & Barreda, Albert & Okumus, Fevzi & Nusair, Khaldoon, 2016. "Consumer perception of knowledge-sharing in travel-related Online Social Networks," Tourism Management, Elsevier, vol. 52(C), pages 287-296.

    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:jsusta:v:15:y:2023:i:18:p:13961-:d:1243932. 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.