IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i24p10960-d1543520.html
   My bibliography  Save this article

The Impact of Big Data-Driven Strategies on Sustainable Consumer Behaviour in E-Commerce: A Green Economy Perspective

Author

Listed:
  • Jiawei Shao

    (Department of Global Business Graduate School, Kyonggi University, Suwon City 16227, Republic of Korea)

  • Yi Feng

    (Department of Global Business Graduate School, Kyonggi University, Suwon City 16227, Republic of Korea)

  • Ziyang Liu

    (Department of Global Business Graduate School, Kyonggi University, Suwon City 16227, Republic of Korea)

Abstract

The significance of big data in modern industry is the core theme of this study. The chosen industry is e-commerce, and how big data has introduced new dynamics in sustainable purchasing was examined in this study. The development of the green economy depends on whether green products are being increasingly purchased or overconsumption is being reduced. E-commerce players tackle this issue with personalized recommendations, pricing, and target marketing strategies. Considerable data-enabled user experience has also recently become a significant development area. This study collected data from Alibaba users through a close-ended questionnaire. The model revealed that personalized recommendation, user experience, and target marketing strategies are significant predictors of consumer green satisfaction, and green purchase behaviour recommendations, user experience, and target marketing strategies are significant predictors of consumer green satisfaction and green purchase behaviour. Although targeted pricing could not find any significant relation with green purchase behaviour, it is mediated through green satisfaction. Overall, consumer green purchase behaviour can be enhanced through big data and its implications through targeted marketing, personalized recommendations, and user experience.

Suggested Citation

  • Jiawei Shao & Yi Feng & Ziyang Liu, 2024. "The Impact of Big Data-Driven Strategies on Sustainable Consumer Behaviour in E-Commerce: A Green Economy Perspective," Sustainability, MDPI, vol. 16(24), pages 1-19, December.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:24:p:10960-:d:1543520
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/24/10960/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/16/24/10960/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Luyan Dong & Baiyuan Ding, 2022. "Analysis on Influencing Factors of Consumer Trust in E-Commerce Marketing of Green Agricultural Products Based on Big Data Analysis," Mathematical Problems in Engineering, Hindawi, vol. 2022, pages 1-10, August.
    2. Alessandro Acquisti & Hal R. Varian, 2005. "Conditioning Prices on Purchase History," Marketing Science, INFORMS, vol. 24(3), pages 367-381, May.
    3. Mathew Thomas Gil & Jayanth Jacob, 2018. "The relationship between green perceived quality and green purchase intention: a three-path mediation approach using green satisfaction and green trust," International Journal of Business Innovation and Research, Inderscience Enterprises Ltd, vol. 15(3), pages 301-319.
    4. Shahriar Akter & Samuel Fosso Wamba, 2016. "Big data analytics in E-commerce: a systematic review and agenda for future research," Electronic Markets, Springer;IIM University of St. Gallen, vol. 26(2), pages 173-194, May.
    5. Piyanoot Kamalanon & Ja-Shen Chen & Tran-Thien-Y Le, 2022. "“Why Do We Buy Green Products?” An Extended Theory of the Planned Behavior Model for Green Product Purchase Behavior," Sustainability, MDPI, vol. 14(2), pages 1-28, January.
    6. Spencer M. Ross & George R. Milne, 2021. "Price? Quality? Or Sustainability? Segmenting by Disposition Toward Self-other Tradeoffs Predicts Consumers’ Sustainable Decision-Making," Journal of Business Ethics, Springer, vol. 172(2), pages 361-378, August.
    7. Xiaoyun Zhang & Feng Dong, 2020. "Why Do Consumers Make Green Purchase Decisions? Insights from a Systematic Review," IJERPH, MDPI, vol. 17(18), pages 1-25, September.
    8. Yu-Shan Chen, 2010. "The Drivers of Green Brand Equity: Green Brand Image, Green Satisfaction, and Green Trust," Journal of Business Ethics, Springer, vol. 93(2), pages 307-319, May.
    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. Jose Antonio Román-Augusto & Camila Garrido-Lecca-Vera & Manuel Luis Lodeiros-Zubiria & Martin Mauricio-Andia, 2022. "Green Marketing: Drivers in the Process of Buying Green Products—The Role of Green Satisfaction, Green Trust, Green WOM and Green Perceived Value," Sustainability, MDPI, vol. 14(17), pages 1-17, August.
    2. Xiaoxu Dong & Huawei Zhao & Tiancai Li, 2022. "The Role of Live-Streaming E-Commerce on Consumers’ Purchasing Intention regarding Green Agricultural Products," Sustainability, MDPI, vol. 14(7), pages 1-13, April.
    3. Mohammad Nurul Alam & Osarodion Ogiemwonyi & Ibrahim. E. Hago & Noor Azlinna Azizan & Fariza Hashim & Md Sazzad Hossain, 2023. "Understanding Consumer Environmental Ethics and the Willingness to Use Green Products," SAGE Open, , vol. 13(1), pages 21582440221, January.
    4. Xin, Yongrong & Long, Dengjie, 2023. "Linking eco-label knowledge and sustainable consumption of renewable energy: A roadmap towards green revolution," Renewable Energy, Elsevier, vol. 207(C), pages 531-538.
    5. Abdullah Al Mamun & Naeem Hayat & Muhammad Mohiuddin & Anas A. Salameh & Syed Shah Alam, 2023. "Green Gardening Practices Among Urban Botanists: Using the Value-Belief-Norm Model," SAGE Open, , vol. 13(3), pages 21582440231, July.
    6. Jose Antonio Román-Augusto & Camila Garrido-Lecca-Vera & Manuel Luis Lodeiros-Zubiria & Martin Mauricio-Andia, 2023. "How to Reach Green Word of Mouth through Green Trust, Green Perceived Value and Green Satisfaction," Data, MDPI, vol. 8(2), pages 1-8, January.
    7. Abdullah Isam Qubbaj & Angel Peiró-Signes & Mohammad Najjar, 2023. "The Effect of Green Certificates on the Purchasing Decisions of Online Customers in Green Hotels: A Case Study from Saudi Arabia," Sustainability, MDPI, vol. 15(7), pages 1-15, March.
    8. Andreea Barbu & Ștefan-Alexandru Catană & Dana Corina Deselnicu & Lucian-Ionel Cioca & Alexandra Ioanid, 2022. "Factors Influencing Consumer Behavior toward Green Products: A Systematic Literature Review," IJERPH, MDPI, vol. 19(24), pages 1-18, December.
    9. Guan, Dongxiao & Lei, Yunfei & Liu, Yu & Ma, Qinhai, 2024. "The effect of matching promotion type with purchase type on green consumption," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
    10. Jin-Long Chen, 2023. "Effect of Perceived Quality of Green Brands on Road Race Participants’ Green Word of Mouth and Mediating Roles of Satisfaction with and Trust in Green Brands," Sustainability, MDPI, vol. 15(17), pages 1-14, August.
    11. Raja Mazhar Hameed & Abdul Rafae Mazhar Raja, 2023. "The Impact of Green Awareness on Green Purchase Intentions with Mediating Effect of Green Trust: A Consumer Perspective," Journal of Policy Research (JPR), Research Foundation for Humanity (RFH), vol. 9(2), pages 60-67.
    12. Ahmed Hassan Abdou & Thowayeb H. Hassan & Amany E. Salem & Azzam Ibrahem Albakhit & Muhanna Yousef Almakhayitah & Wagih Salama, 2022. "The Nexus between Environmentally Sustainable Practices, Green Satisfaction, and Customer Citizenship Behavior in Eco-Friendly Hotels: Social Exchange Theory Perspective," Sustainability, MDPI, vol. 14(19), pages 1-20, October.
    13. Magdy El-Sayed Hashish & Ahmed Hassan Abdou & Shaimaa Abo Khangar Mohamed & Ahmed Saleh Abo Elenain & Wagih Salama, 2022. "The Nexus between Green Perceived Quality, Green Satisfaction, Green Trust, and Customers’ Green Behavioral Intentions in Eco-Friendly Hotels: A Structural Equation Modeling Approach," IJERPH, MDPI, vol. 19(23), pages 1-21, December.
    14. Jialing (Catherine) Lin & Zhimin Zhou & Fucheng Zheng & Xinru Jiang & Ninh Nguyen, 2023. "How do hotel star ratings affect the relationship between environmental CSR and green word‐of‐mouth?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(5), pages 2651-2663, September.
    15. Jafar Rana Adeel & Shabbir Aiza & Kousar Farzana, 2019. "Impact of Green Practices on Buying Habits in Pakistan’s Food Sector," Economics, Sciendo, vol. 7(2), pages 19-30, December.
    16. Aparna Sundar & James J. Kellaris, 2017. "How Logo Colors Influence Shoppers’ Judgments of Retailer Ethicality: The Mediating Role of Perceived Eco-Friendliness," Journal of Business Ethics, Springer, vol. 146(3), pages 685-701, December.
    17. Potoglou, Dimitris & Palacios, Juan & Feijoo, Claudio & Gómez Barroso, Jose-Luis, 2015. "The supply of personal information: A study on the determinants of information provision in e-commerce scenarios," 26th European Regional ITS Conference, Madrid 2015 127174, International Telecommunications Society (ITS).
    18. Kara, Karahan & Yalçın, Galip Cihan & Akagün Ergin, Elif & Simic, Vladimir & Pamucar, Dragan, 2024. "A neutrosophic WENSLO-ARLON model for measuring sustainable brand equity performance," Socio-Economic Planning Sciences, Elsevier, vol. 94(C).
    19. Xiulan Jiang & Yukun Li & Jun Yang & Sen Wang & Chunjia Han, 2024. "Host–Guest Interaction and Sustainable Consumption Behaviour on Sharing-Accommodation Platforms: Using a Big Data Analytic Approach," Sustainability, MDPI, vol. 16(13), pages 1-22, June.
    20. Mark Armstrong & Jidong Zhou, 2010. "Exploding Offers and Buy-Now Discounts," EERI Research Paper Series EERI_RP_2010_44, Economics and Econometrics Research Institute (EERI), Brussels.

    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:16:y:2024:i:24:p:10960-:d:1543520. 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.