IDEAS home Printed from https://ideas.repec.org/a/eee/joreco/v72y2023ics0969698923000231.html
   My bibliography  Save this article

Exploring the factors that drive consumers to use contactless delivery services in the context of the continued COVID-19 pandemic

Author

Listed:
  • Jiang, Yi
  • Lai, Po-Lin
  • Yang, Ching-Chiao
  • Wang, Xinchen

Abstract

The spread of the COVID-19 pandemic has resulted in the launch of contactless delivery services. This research integrates resource matching, service quality evaluation, and perceived value theories to explore the factors that promote the use contactless delivery services. The data was obtained through questionnaire surveys, and research hypotheses were verified through the structural equation modelling approach. With the exception of convenience, the results show that privacy, reliability, security, and flexibility have a significantly positive effect on consumers' intention to use “contactless†delivery services through consumers' perceived value. This study contributes to the literature by introducing theoretical frameworks from various paradigms and enriches the academic research on existing theoretical structure models. It also helps optimize resource allocation and realize the social environment related to coexisting with the COVID-19 pandemic.

Suggested Citation

  • Jiang, Yi & Lai, Po-Lin & Yang, Ching-Chiao & Wang, Xinchen, 2023. "Exploring the factors that drive consumers to use contactless delivery services in the context of the continued COVID-19 pandemic," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
  • Handle: RePEc:eee:joreco:v:72:y:2023:i:c:s0969698923000231
    DOI: 10.1016/j.jretconser.2023.103276
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0969698923000231
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jretconser.2023.103276?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. Florence Charton-Vachet & Cindy Lombart & Didier Louis, 2020. "Impact of attitude towards a region on purchase intention of regional products: the mediating effects of perceived value and preference," Post-Print hal-02887294, HAL.
    2. Jiang, Yi & Wang, Xueqin & Yuen, Kum Fai, 2021. "Augmented reality shopping application usage: The influence of attitude, value, and characteristics of innovation," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    3. Shiu, Edward & Walsh, Gianfranco & Hassan, Louise M. & Parry, Sara, 2015. "The direct and moderating influences of individual-level cultural values within web engagement: A multi-country analysis of a public information website," Journal of Business Research, Elsevier, vol. 68(3), pages 534-541.
    4. Sheth, Jagdish, 2020. "Impact of Covid-19 on consumer behavior: Will the old habits return or die?," Journal of Business Research, Elsevier, vol. 117(C), pages 280-283.
    5. Magdalena Mucowska, 2021. "Trends of Environmentally Sustainable Solutions of Urban Last-Mile Deliveries on the E-Commerce Market—A Literature Review," Sustainability, MDPI, vol. 13(11), pages 1-26, May.
    6. Tsai, Yao-Te & Tiwasing, Praewwanit, 2021. "Customers’ intention to adopt smart lockers in last-mile delivery service: A multi-theory perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    7. Candace Young-Ybarra & Margarethe Wiersema, 1999. "Strategic Flexibility in Information Technology Alliances: The Influence of Transaction Cost Economics and Social Exchange Theory," Organization Science, INFORMS, vol. 10(4), pages 439-459, August.
    8. Krishnamurthy, Sandeep, 2020. "The future of business education: A commentary in the shadow of the Covid-19 pandemic," Journal of Business Research, Elsevier, vol. 117(C), pages 1-5.
    9. Meena, Purushottam & Kumar, Gopal, 2022. "Online food delivery companies' performance and consumers expectations during Covid-19: An investigation using machine learning approach," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    10. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    11. Yan Jin & Ngozi Oriaku, 2013. "E-service flexibility: meeting new customer demands online," Management Research Review, Emerald Group Publishing Limited, vol. 36(11), pages 1123-1136, October.
    12. Yi Jiang & Polin Lai & Chia-Hsun Chang & Kum Fai Yuen & Sihang Li & Xinchen Wang, 2021. "Sustainable Management for Fresh Food E-Commerce Logistics Services," Sustainability, MDPI, vol. 13(6), pages 1-19, March.
    13. García-Fernández, Jerónimo & Gálvez-Ruíz, Pablo & Fernández-Gavira, Jesús & Vélez-Colón, Luisa & Pitts, Brenda & Bernal-García, Ainara, 2018. "The effects of service convenience and perceived quality on perceived value, satisfaction and loyalty in low-cost fitness centers," Sport Management Review, Elsevier, vol. 21(3), pages 250-262.
    14. Shaw, Norman & Sergueeva, Ksenia, 2019. "The non-monetary benefits of mobile commerce: Extending UTAUT2 with perceived value," International Journal of Information Management, Elsevier, vol. 45(C), pages 44-55.
    15. Roy, Sanjit Kumar & Shekhar, Vaibhav & Lassar, Walfried M. & Chen, Tom, 2018. "Customer engagement behaviors: The role of service convenience, fairness and quality," Journal of Retailing and Consumer Services, Elsevier, vol. 44(C), pages 293-304.
    16. Kuo, Ren-Zong, 2020. "Why do people switch mobile payment service platforms? An empirical study in Taiwan," Technology in Society, Elsevier, vol. 62(C).
    17. Barbara Buraczyńska & Dariusz Majerek, 2021. "E-Commerce Flexibility Measurement Model Based on Empirical Research of Polish Enterprises," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 2), pages 112-126.
    18. Zhou, Min & Zhao, Lindu & Kong, Nan & Campy, Kathryn S. & Xu, Ge & Zhu, Guiju & Cao, Xianye & Wang, Song, 2020. "Understanding consumers’ behavior to adopt self-service parcel services for last-mile delivery," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    19. Yuen, Kum Fai & Wang, Xueqin & Ma, Fei & Wong, Yiik Diew, 2019. "The determinants of customers’ intention to use smart lockers for last-mile deliveries," Journal of Retailing and Consumer Services, Elsevier, vol. 49(C), pages 316-326.
    20. Dariusz Milewski & Beata Milewska, 2021. "The Energy Efficiency of the Last Mile in the E-Commerce Distribution in the Context the COVID-19 Pandemic," Energies, MDPI, vol. 14(23), pages 1-13, November.
    21. Osakwe, Christian Nedu & Hudik, Marek & Říha, David & Stros, Michael & Ramayah, T., 2022. "Critical factors characterizing consumers’ intentions to use drones for last-mile delivery: Does delivery risk matter?," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    22. Gulzari, Adeela & Wang, Yuchen & Prybutok, Victor, 2022. "A green experience with eco-friendly cars: A young consumer electric vehicle rental behavioral model," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    23. Yan Jin & Ngozi Oriaku, 2013. "E-service flexibility: meeting new customer demands online," Management Research Review, Emerald Group Publishing Limited, vol. 36(11), pages 1123-1136, October.
    24. Prassida, Grandys Frieska & Hsu, Ping-Yu, 2022. "The harmonious role of channel integration and logistics service in Omnichannel retailing: The case of IKEA," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    25. Astrachan, Claudia Binz & Patel, Vijay K. & Wanzenried, Gabrielle, 2014. "A comparative study of CB-SEM and PLS-SEM for theory development in family firm research," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 116-128.
    26. Kapser, Sebastian & Abdelrahman, Mahmoud & Bernecker, Tobias, 2021. "Autonomous delivery vehicles to fight the spread of Covid-19 – How do men and women differ in their acceptance?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 148(C), pages 183-198.
    27. Pantano, Eleonora & Vannucci, Virginia, 2019. "Who is innovating? An exploratory research of digital technologies diffusion in retail industry," Journal of Retailing and Consumer Services, Elsevier, vol. 49(C), pages 297-304.
    28. Molinillo, Sebastian & Aguilar-Illescas, Rocío & Anaya-Sánchez, Rafael & Liébana-Cabanillas, Francisco, 2021. "Social commerce website design, perceived value and loyalty behavior intentions: The moderating roles of gender, age and frequency of use," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    29. Grimmer, Louise, 2022. "Lessons from the COVID19 pandemic: The case of retail and consumer service firms," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    30. Tang, Yuk Ming & Chau, Ka Yin & Xu, Duo & Liu, Xiaoyun, 2021. "Consumer perceptions to support IoT based smart parcel locker logistics in China," Journal of Retailing and Consumer Services, Elsevier, vol. 62(C).
    31. Huilin Li & Ke Xiong & Xiuming Xie, 2021. "Multiobjective Contactless Delivery on Medical Supplies under Open-Loop Distribution," Mathematical Problems in Engineering, Hindawi, vol. 2021, pages 1-7, June.
    32. Yan Jin & Ngozi Oriaku, 2013. "E-service flexibility: meeting new customer demands online," Management Research Review, Emerald Group Publishing Limited, vol. 36(11), pages 1123-1136, October.
    33. Jerónimo García-Fernández & Pablo Gálvez-Ruíz & Jesús Fernández-Gavira & Luisa Vélez-Colón & Brenda Pitts & Ainara Bernal-García, 2018. "The effects of service convenience and perceived quality on perceived value, satisfaction and loyalty in low-cost fitness centers," Sport Management Review, Taylor & Francis Journals, vol. 21(3), pages 250-262, July.
    34. Zapan Barua & Wang Aimin & Xu Hongyi, 2018. "A perceived reliability-based customer satisfaction model in self-service technology," The Service Industries Journal, Taylor & Francis Journals, vol. 38(7-8), pages 446-466, June.
    35. Kum Fai Yuen & Xueqin Wang & Fei Ma & Kevin X. Li, 2020. "The Psychological Causes of Panic Buying Following a Health Crisis," IJERPH, MDPI, vol. 17(10), pages 1-14, May.
    36. Mombeuil, Claudel & Uhde, Helena, 2021. "Relative convenience, relative advantage, perceived security, perceived privacy, and continuous use intention of China’s WeChat Pay: A mixed-method two-phase design study," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    37. Kim, Kyuree & Chung, Te-Lin (Doreen) & Fiore, Ann Marie, 2023. "The role of interactivity from Instagram advertisements in shaping young female fashion consumers’ perceived value and behavioral intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    38. Nathalie Demoulin & Souad Djelassi, 2016. "An integrated model of self-service technology (SST) usage in a retail context," Post-Print hal-01563001, HAL.
    39. Erjavec, Jure & Manfreda, Anton, 2022. "Online shopping adoption during COVID-19 and social isolation: Extending the UTAUT model with herd behavior," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    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. Yuen, Kum Fai & Chua, Jie Ying & Li, Xue & Wang, Xueqin, 2023. "The determinants of users’ intention to adopt telehealth: Health belief, perceived value and self-determination perspectives," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    2. Sun, Yuting & Zhang, Jianting & Li, Yixuan, 2024. "Realisation that online advertisements are misleading: Involvement of middle-aged and older adults with botanical dietary supplements," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    3. Li, Xue & Tan, Alexander Jun Hao & Wang, Xueqin & Yuen, Kum Fai, 2023. "Investigating gig workers’ commitment to crowdsourced logistics platforms: Fair employment and social exchange perspectives," Technology in Society, Elsevier, vol. 74(C).
    4. Akhtar, Naeem & Ittefaq, Huma & Siddiqi, Umar Iqbal & Islam, Tahir & Hameed, Zahid & Kuzior, Aleksandra, 2024. "Zero-COVID and retail: Using multi-wave data to examine the role of perceived risk and psychological factors in shopping abandonment," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).

    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. Yang, Hye-jeong & Fang, Mingjie & Yao, Jinge & Su, Miao, 2023. "Green cooperation in last-mile logistics and consumer loyalty: An empirical analysis of a theoretical framework," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    2. Zhao, Jinjing & Su, Yiming & Fang, Mingjie & Su, Miao, 2024. "Embracing new energy vehicles: An empirical examination of female consumer perspectives," Journal of Retailing and Consumer Services, Elsevier, vol. 80(C).
    3. Jiang, Yi & Wang, Xueqin & Yuen, Kum Fai, 2021. "Augmented reality shopping application usage: The influence of attitude, value, and characteristics of innovation," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    4. Nguyen Hong Quan & Nguyen Thi Binh & Bui Thi Ly, 2022. "Impact of smart locker use on customer satisfaction of online shoppers in Vietnam," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-11, December.
    5. Koh, Le Yi & Lee, Jia Yi & Wang, Xueqin & Yuen, Kum Fai, 2023. "Urban drone adoption: Addressing technological, privacy and task–technology fit concerns," Technology in Society, Elsevier, vol. 72(C).
    6. Chen, Liuyan & Wu, Pengkun & Dou, Yudan & Wu, Yuanyuan, 2023. "Investigating senders’ switching intention to smart lockers: An extension of push-pull-mooring model," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    7. Chen, Ching-Fu & White, Christopher & Hsieh, Yi-En, 2020. "The role of consumer participation readiness in automated parcel station usage intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
    8. Alrawad, Mahmaod & Lutfi, Abdalwali & Alyatama, Sundus & Al Khattab, Adel & Alsoboa, Sliman S. & Almaiah, Mohammed Amin & Ramadan, Mujtaba Hashim & Arafa, Hussin Mostafa & Ahmed, Nazar Ali & Alsyouf, , 2023. "Assessing customers perception of online shopping risks: A structural equation modeling–based multigroup analysis," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    9. Huang, Yung-Chuan, 2023. "Integrated concepts of the UTAUT and TPB in virtual reality behavioral intention," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    10. Ashutosh Sarkar & Debadyuti Das & Arindam Debroy, 2024. "Panic Buying, Product Substitution and Channel-Shifting Behaviour During Pandemic," IIM Kozhikode Society & Management Review, , vol. 13(1), pages 25-43, January.
    11. Yuen, Kum Fai & Wang, Xueqin & Ma, Fei & Wong, Yiik Diew, 2019. "The determinants of customers’ intention to use smart lockers for last-mile deliveries," Journal of Retailing and Consumer Services, Elsevier, vol. 49(C), pages 316-326.
    12. Li, Zhaotong & Wu, Min & Teo, Chee-Chong & Yuen, Kum Fai, 2024. "An investigation of consumer switching intention on the use of automated courier station from a signaling perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
    13. Schmidt, Sebastian & Saraceni, Adriana, 2024. "Consumer acceptance of drone-based technology for last mile delivery," Research in Transportation Economics, Elsevier, vol. 103(C).
    14. Wang, Xueqin & Wong, Yiik Diew & Sun, Shanshan & Yuen, Kum Fai, 2022. "An investigation of self-service technology usage during the COVID-19 pandemic: The changing perceptions of ‘self’ and technologies," Technology in Society, Elsevier, vol. 70(C).
    15. Wang, Xueqin & Wong, Yiik Diew & Chen, Tianyi & Yuen, Kum Fai, 2022. "An investigation of technology-dependent shopping in the pandemic era: Integrating response efficacy and identity expressiveness into theory of planned behaviour," Journal of Business Research, Elsevier, vol. 142(C), pages 1053-1067.
    16. Xueqin Wang & Yiik Diew Wong & Kum Fai Yuen, 2021. "Does COVID-19 Promote Self-Service Usage among Modern Shoppers? An Exploration of Pandemic-Driven Behavioural Changes in Self-Collection Users," IJERPH, MDPI, vol. 18(16), pages 1-22, August.
    17. Chen, Di & Wang, Chunyan & Liu, Yi, 2023. "How household food shopping behaviors changed during COVID-19 lockdown period: Evidence from Beijing, China," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    18. Adu-Gyamfi, Gibbson & Song, Huaming & Nketiah, Emmanuel & Obuobi, Bright & Wu, Qin & Cudjoe, Dan, 2024. "Refueling convenience and range satisfaction in electric mobility: Investigating consumer willingness to use battery swap services for electric vehicles," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    19. Alzaidi, Maram Saeed & Agag, Gomaa, 2022. "The role of trust and privacy concerns in using social media for e-retail services: The moderating role of COVID-19," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    20. Daniel, Christopher & Hernandez, Tony, 2024. "What retail apocalypse? A Delphi forecast of commercial space demand in the Toronto region," Journal of Retailing and Consumer Services, Elsevier, vol. 77(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:eee:joreco:v:72:y:2023:i:c:s0969698923000231. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/journal-of-retailing-and-consumer-services .

    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.