IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i13p7842-d849081.html
   My bibliography  Save this article

Consumer Behavior in Online-to-Offline (O2O) Commerce: A Thematic Review

Author

Listed:
  • Pinyi Yao

    (Faculty of Human Ecology, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia)

  • Syuhaily Osman

    (Faculty of Human Ecology, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia)

  • Mohamad Fazli Sabri

    (Faculty of Human Ecology, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia)

  • Norzalina Zainudin

    (Faculty of Human Ecology, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia)

Abstract

Online-to-offline (O2O) commerce is a popular business model which links offline business activities with online channels. Consumer behavior in O2O commerce is more complex than in other traditional business models as both online and offline channels are involved. Despite the growing number of publications focused on this issue, no review paper has discussed the current research trends and factors influencing consumer behavior in O2O commerce. Therefore, this review aimed to synthesize literature on O2O commerce from 2015 to April 2022, focusing on consumer behavior. A set of inclusion and exclusion criteria was developed for searching and screening articles from two dominant databases (i.e., WOS and Scopus), and 53 eligible articles were included in this review. A thematic review approach using ATLAS.ti 9 software was conducted. Quantitative results presented the research trends of O2O commerce. Qualitative analyses generated eight main clusters of factors which influence consumers’ O2O behavior: (1) service and product quality, (2) technical and utilitarian factors, (3) emotional and hedonic factors, (4) trust and risk, (5) price and cost (6), social factors, (7) online content, and (8) habit. This paper also highlighted promising future research directions. The findings are expected to benefit the sustainable management and the future research of O2O commerce.

Suggested Citation

  • Pinyi Yao & Syuhaily Osman & Mohamad Fazli Sabri & Norzalina Zainudin, 2022. "Consumer Behavior in Online-to-Offline (O2O) Commerce: A Thematic Review," Sustainability, MDPI, vol. 14(13), pages 1-24, June.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:13:p:7842-:d:849081
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/13/7842/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/13/7842/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Xiao, Lin & Zhang, Yucheng & Fu, Bin, 2019. "Exploring the moderators and causal process of trust transfer in online-to-offline commerce," Journal of Business Research, Elsevier, vol. 98(C), pages 214-226.
    2. Lin Xiao & Chuanmin Mi & Yucheng Zhang & Jing Ma, 2019. "Examining Consumers’ Behavioral Intention in O2O Commerce from a Relational Perspective: an Exploratory Study," Information Systems Frontiers, Springer, vol. 21(5), pages 1045-1068, October.
    3. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    4. Yunji Moon & Deborah J. Armstrong, 2020. "Service quality factors affecting customer attitudes in online-to-offline commerce," Information Systems and e-Business Management, Springer, vol. 18(1), pages 1-34, March.
    5. Brady, Michael K. & Cronin, J. Jr. & Brand, Richard R., 2002. "Performance-only measurement of service quality: a replication and extension," Journal of Business Research, Elsevier, vol. 55(1), pages 17-31, January.
    6. Biswajit Sarkar & Bikash Koli Dey & Mitali Sarkar & Ali AlArjani, 2021. "A Sustainable Online-to-Offline (O2O) Retailing Strategy for a Supply Chain Management under Controllable Lead Time and Variable Demand," Sustainability, MDPI, vol. 13(4), pages 1-26, February.
    7. Ji, Jingna & Zhang, Zhiyong & Yang, Lei, 2017. "Comparisons of initial carbon allowance allocation rules in an O2O retail supply chain with the cap-and-trade regulation," International Journal of Production Economics, Elsevier, vol. 187(C), pages 68-84.
    8. He, Bo & Gupta, Varun & Mirchandani, Prakash, 2021. "Online selling through O2O platform or on your own? Strategic implications for local Brick-and-Mortar stores," Omega, Elsevier, vol. 103(C).
    9. Chin-Lung Hsu & Judy Chuan-Chuan Lin, 2020. "Understanding continuance intention to use online to offline (O2O) apps," Electronic Markets, Springer;IIM University of St. Gallen, vol. 30(4), pages 883-897, December.
    10. Niu, Baozhuang & Mu, Zihao & Li, Baixun, 2019. "O2O results in traffic congestion reduction and sustainability improvement: Analysis of “Online-to-Store” channel and uniform pricing strategy," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 481-505.
    11. Pantano, Eleonora & Viassone, Milena, 2015. "Engaging consumers on new integrated multichannel retail settings: Challenges for retailers," Journal of Retailing and Consumer Services, Elsevier, vol. 25(C), pages 106-114.
    12. Yongrok Choi & Lige Zhang & Jahira Debbarma & Hyoungsuk Lee, 2021. "Sustainable Management of Online to Offline Delivery Apps for Consumers’ Reuse Intention: Focused on the Meituan Apps," Sustainability, MDPI, vol. 13(7), pages 1-14, March.
    13. Rapp, Adam & Baker, Thomas L. & Bachrach, Daniel G. & Ogilvie, Jessica & Beitelspacher, Lauren Skinner, 2015. "Perceived customer showrooming behavior and the effect on retail salesperson self-efficacy and performance," Journal of Retailing, Elsevier, vol. 91(2), pages 358-369.
    14. Fassnacht, Martin & Unterhuber, Sebastian, 2016. "Consumer response to online/offline price differentiation," Journal of Retailing and Consumer Services, Elsevier, vol. 28(C), pages 137-148.
    15. Ryu, Min Ho & Kim, Eunhye & Lee, Sang Yup, 2022. "How offline retailers adopt O2O: Neighboring star shops and their proximity effect," Telecommunications Policy, Elsevier, vol. 46(3).
    16. Yeo, Vincent Cheow Sern & Goh, See-Kwong & Rezaei, Sajad, 2017. "Consumer experiences, attitude and behavioral intention toward online food delivery (OFD) services," Journal of Retailing and Consumer Services, Elsevier, vol. 35(C), pages 150-162.
    17. Talwar, Shalini & Dhir, Amandeep & Scuotto, Veronica & Kaur, Puneet, 2021. "Barriers and paradoxical recommendation behaviour in online to offline (O2O) services. A convergent mixed-method study," Journal of Business Research, Elsevier, vol. 131(C), pages 25-39.
    18. Liao, Shu-Hsien & Yang, Ling-Ling, 2020. "Mobile payment and online to offline retail business models," Journal of Retailing and Consumer Services, Elsevier, vol. 57(C).
    19. Lin Xiao & Zixiu Guo & John D’Ambra, 2019. "Benefit-based O2O commerce segmentation: a means-end chain approach," Electronic Commerce Research, Springer, vol. 19(2), pages 409-449, June.
    20. Rusitha Wijekoon & Mohamad Fazli Sabri, 2021. "Determinants That Influence Green Product Purchase Intention and Behavior: A Literature Review and Guiding Framework," Sustainability, MDPI, vol. 13(11), pages 1-40, May.
    21. Lin Xiao & Bin Fu & Wenlong Liu, 2018. "Understanding consumer repurchase intention on O2O platforms: an integrated model of network externalities and trust transfer theory," Service Business, Springer;Pan-Pacific Business Association, vol. 12(4), pages 731-756, December.
    22. Yilei Pei & Wanxin Xue & Yong Yang & Dandan Li & Yi Li, 2019. "The Impacts of User Experience on User Loyalty Based on O2O Innovation Platform," Journal of Electronic Commerce in Organizations (JECO), IGI Global, vol. 17(2), pages 79-87, April.
    23. Wang, Chong & Wang, Yanqing & Wang, Jixiao & Xiao, Jiuling & Liu, Jian, 2021. "Factors influencing consumers' purchase decision-making in O2O business model: Evidence from consumers' overall evaluation," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    24. He, Bo & Mirchandani, Prakash & Shen, Qichao & Yang, Guang, 2021. "How should local Brick-and-Mortar retailers offer delivery service in a pandemic World? Self-building Vs. O2O platform," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 154(C).
    25. Xinxiang Zhang, 2020. "Ongoing Trust and Tourism O2O Platform Continuance: A Two-Trustee Involved Model With Moderating Variable," SAGE Open, , vol. 10(2), pages 21582440209, May.
    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. Caner Dincer & Banu Dincer, 2023. "Social Commerce and Purchase Intention: A Brief Look at the Last Decade by Bibliometrics," Sustainability, MDPI, vol. 15(1), pages 1-27, January.
    2. Pinyi Yao & Mohamad Fazli Sabri & Syuhaily Osman & Norzalina Zainudin & Yezheng Li, 2023. "Consumers’ Continued Intention to Use Online-to-Offline (O2O) Services in Omnichannel Retail: Differences between To-Shop and To-Home Models," Sustainability, MDPI, vol. 15(2), pages 1-23, January.
    3. Yezheng Li & Pinyi Yao & Syuhaily Osman & Norzalina Zainudin & Mohamad Fazli Sabri, 2022. "A Thematic Review on Using Food Delivery Services during the Pandemic: Insights for the Post-COVID-19 Era," IJERPH, MDPI, vol. 19(22), pages 1-22, November.
    4. Yizhi Liu & Xuan Lu & Chengjiang Li & Gang Zhao, 2022. "The Influence of Content Presentation on Users’ Intention to Adopt mHealth Applications: Based on the S-O-R Theoretical Model," Sustainability, MDPI, vol. 14(16), pages 1-20, August.
    5. Kowoon Kim & Hong-Youl Ha, 2023. "Do Changes in Attribute Weights between Two Platforms Alter Interplay Effects in the O2O Era? Two Time-Lag Intervals in the Tourism Sector," Sustainability, MDPI, vol. 15(14), pages 1-16, July.

    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. Pinyi Yao & Mohamad Fazli Sabri & Syuhaily Osman & Norzalina Zainudin & Yezheng Li, 2023. "Consumers’ Continued Intention to Use Online-to-Offline (O2O) Services in Omnichannel Retail: Differences between To-Shop and To-Home Models," Sustainability, MDPI, vol. 15(2), pages 1-23, January.
    2. Yezheng Li & Pinyi Yao & Syuhaily Osman & Norzalina Zainudin & Mohamad Fazli Sabri, 2022. "A Thematic Review on Using Food Delivery Services during the Pandemic: Insights for the Post-COVID-19 Era," IJERPH, MDPI, vol. 19(22), pages 1-22, November.
    3. Cai, Ya-Jun & Lo, Chris K.Y., 2020. "Omni-channel management in the new retailing era: A systematic review and future research agenda," International Journal of Production Economics, Elsevier, vol. 229(C).
    4. Shankar, Amit & Dhir, Amandeep & Talwar, Shalini & Islam, Nazrul & Sharma, Piyush, 2022. "Balancing food waste and sustainability goals in online food delivery: Towards a comprehensive conceptual framework," Technovation, Elsevier, vol. 117(C).
    5. Kim, Yaeri & Roh, Taewoo, 2022. "Preparing an exhibition in the post-pandemic era: Evidence from an O2O-based exhibition of B2B firms," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    6. Du, Zhong & Fan, Zhi-Ping & Sun, Fenghao, 2023. "O2O dual-channel sales: Choices of pricing policy and delivery mode for a restaurant," International Journal of Production Economics, Elsevier, vol. 257(C).
    7. Paula Rodríguez–Torrico & Sonia San–Martín & Rebeca San José Cabezudo, 2020. "Consumer behavior using multiple channels: a review," DOCFRADIS Working Papers 2002, Catedra Fundación Ramón Areces de Distribución Comercial, revised Jul 2020.
    8. Wang, Chong & Wang, Yanqing & Wang, Jixiao & Xiao, Jiuling & Liu, Jian, 2021. "Factors influencing consumers' purchase decision-making in O2O business model: Evidence from consumers' overall evaluation," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    9. Tandon, Anushree & Kaur, Puneet & Bhatt, Yogesh & Mäntymäki, Matti & Dhir, Amandeep, 2021. "Why do people purchase from food delivery apps? A consumer value perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    10. Pei-Ju Wu, 2023. "O2O switching determinants and successful drivers in omnichannel retailing services," Service Business, Springer;Pan-Pacific Business Association, vol. 17(3), pages 771-788, September.
    11. Dey, Bikash Koli & Sarkar, Mitali & Chaudhuri, Kripasindhu & Sarkar, Biswajit, 2023. "Do you think that the home delivery is good for retailing?," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    12. Flavián, Carlos & Gurrea, Raquel & Orús, Carlos, 2020. "Combining channels to make smart purchases: The role of webrooming and showrooming," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    13. Ting-Chung Huang & Chien-Ta Ho, 2023. "Are Customers Always Right? The Importance of Sincerity and Keenness in Creating Retail Sustainable Development," Sustainability, MDPI, vol. 15(6), pages 1-14, March.
    14. Savastano Marco & Anagnoste Sorin, 2020. "Pioneering Strategies in Retail Settings: An Empirical Study of Successful Practices," Management & Marketing, Sciendo, vol. 15(4), pages 643-663, December.
    15. Fan Cheong & Rob Law, 2022. "Will Macau’s Restaurants Survive or Thrive after Entering the O2O Food Delivery Platform in the COVID-19 Pandemic?," IJERPH, MDPI, vol. 19(9), pages 1-19, April.
    16. Han-Shen Chen & Chia-Hsing Liang & Shu-Yi Liao & Hung-Yu Kuo, 2020. "Consumer Attitudes and Purchase Intentions toward Food Delivery Platform Services," Sustainability, MDPI, vol. 12(23), pages 1-18, December.
    17. Sangho Lee & Cheolho Yoon, 2022. "Factors of the Adoption of O2O Service Platforms: Evidence from Small Businesses in Korea," Sustainability, MDPI, vol. 14(23), pages 1-18, November.
    18. Swapan Kumar Saha & Guijun Zhuang & Sihan Li, 2020. "Will Consumers Pay More for Efficient Delivery? An Empirical Study of What Affects E-Customers’ Satisfaction and Willingness to Pay on Online Shopping in Bangladesh," Sustainability, MDPI, vol. 12(3), pages 1-22, February.
    19. Sarah Zafar & Saeed Badghish & Rana Muhammad Shahid Yaqub & Muhammad Zafar Yaqub, 2023. "The Agency of Consumer Value and Behavioral Reasoning Patterns in Shaping Webrooming Behaviors in Omnichannel Retail Environments," Sustainability, MDPI, vol. 15(20), pages 1-21, October.
    20. Lee, Stacy H.N. & Chow, Pui-Sze, 2020. "Investigating consumer attitudes and intentions toward online fashion renting retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).

    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:14:y:2022:i:13:p:7842-:d:849081. 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.