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Adoption intentions of home-refill delivery service for fast-moving consumer goods

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  • Yu, Vincent F.
  • Aloina, Grace
  • Eccarius, Timo

Abstract

Plastic waste from fast-moving consumer goods packaging has become a global concern. One solution is home-refill delivery service (HRDS) that offer the distribution of consumable products, including to environmentally conscious customers. This research thus employs an extended Technology Acceptance Model (TAM) with environmental concerns, green perceived value, and trust to explore the factors involved in the adoption intentions of HRDS among Indonesian consumers. From hypotheses empirically evaluated using partial least square structural equation modelling and multi-group analysis, we show a strong relationship between attitudes and adoption intentions of HRDS. Environmental concern relates significantly to green perceived value, perceived ease of use, and trust in forming positive attitudes toward HRDS. We further identify heterogeneity in relationships across socio-demographic characteristics, levels of trust, and stages of behavioral change. The findings herein provide useful insights into zero waste delivery services for consumer goods and empirical support for the important roles of consumer trust and environmental concern when adopting such services.

Suggested Citation

  • Yu, Vincent F. & Aloina, Grace & Eccarius, Timo, 2023. "Adoption intentions of home-refill delivery service for fast-moving consumer goods," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 171(C).
    • Handle: RePEc:eee:transe:v:171:y:2023:i:c:s1366554523000297
    DOI: 10.1016/j.tre.2023.103041
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    as
    1. Syed Abdul Rehman Khan & Asif Razzaq & Zhang Yu & Sharon Miller, 2021. "Retracted: Industry 4.0 and circular economy practices: A new era business strategies for environmental sustainability," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 4001-4014, December.
    2. Dirsehan, Taşkın & Can, Ceren, 2020. "Examination of trust and sustainability concerns in autonomous vehicle adoption," Technology in Society, Elsevier, vol. 63(C).
    3. Luthra, Sunil & Sharma, Manu & Kumar, Anil & Joshi, Sudhanshu & Collins, Eva & Mangla, Sachin, 2022. "Overcoming barriers to cross-sector collaboration in circular supply chain management: a multi-method approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 157(C).
    4. Fenna Blomsma & Geraldine Brennan, 2017. "The Emergence of Circular Economy: A New Framing Around Prolonging Resource Productivity," Journal of Industrial Ecology, Yale University, vol. 21(3), pages 603-614, June.
    5. Choi, Tsan-Ming & Chen, Yue, 2021. "Circular supply chain management with large scale group decision making in the big data era: The macro-micro model," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    6. Lin, Zhibin & Filieri, Raffaele, 2015. "Airline passengers’ continuance intention towards online check-in services: The role of personal innovativeness and subjective knowledge," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 81(C), pages 158-168.
    7. Idrees Waris & Rashid Ali & Anand Nayyar & Mohammed Baz & Ran Liu & Irfan Hameed, 2022. "An Empirical Evaluation of Customers’ Adoption of Drone Food Delivery Services: An Extended Technology Acceptance Model," Sustainability, MDPI, vol. 14(5), pages 1-18, March.
    8. Kyung Hwa Seo & Jee Hye Lee, 2021. "The Emergence of Service Robots at Restaurants: Integrating Trust, Perceived Risk, and Satisfaction," Sustainability, MDPI, vol. 13(8), pages 1-16, April.
    9. Paul Hart & Carol Saunders, 1997. "Power and Trust: Critical Factors in the Adoption and Use of Electronic Data Interchange," Organization Science, INFORMS, vol. 8(1), pages 23-42, February.
    10. Lee Cronbach, 1951. "Coefficient alpha and the internal structure of tests," Psychometrika, Springer;The Psychometric Society, vol. 16(3), pages 297-334, September.
    11. Farag, Sendy & Schwanen, Tim & Dijst, Martin & Faber, Jan, 2007. "Shopping online and/or in-store? A structural equation model of the relationships between e-shopping and in-store shopping," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(2), pages 125-141, February.
    12. Ray, Arghya & Dhir, Amandeep & Bala, Pradip Kumar & Kaur, Puneet, 2019. "Why do people use food delivery apps (FDA)? A uses and gratification theory perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 221-230.
    13. Yuen, Kum Fai & Wang, Xueqin & Wong, Yiik Diew & Zhou, Qingji, 2018. "The effect of sustainable shipping practices on shippers’ loyalty: The mediating role of perceived value, trust and transaction cost," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 116(C), pages 123-135.
    14. Purani, Keyoor & Kumar, Deepak S. & Sahadev, Sunil, 2019. "e-Loyalty among millennials: Personal characteristics and social influences," Journal of Retailing and Consumer Services, Elsevier, vol. 48(C), pages 215-223.
    15. Jesse W.J. Weltevreden & Ton Van Rietbergen, 2007. "E‐Shopping Versus City Centre Shopping: The Role Of Perceived City Centre Attractiveness," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 98(1), pages 68-85, February.
    16. Zimmer, Mary R. & Stafford, Thomas F. & Stafford, Marla Royne, 1994. "Green issues: Dimensions of environmental concern," Journal of Business Research, Elsevier, vol. 30(1), pages 63-74, May.
    17. Zhang, Abraham & Wang, Jason X. & Farooque, Muhammad & Wang, Yulan & Choi, Tsan-Ming, 2021. "Multi-dimensional circular supply chain management: A comparative review of the state-of-the-art practices and research," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 155(C).
    18. Basco, Rodrigo & Hernández-Perlines, Felipe & Rodríguez-García, María, 2020. "The effect of entrepreneurial orientation on firm performance: A multigroup analysis comparing China, Mexico, and Spain," Journal of Business Research, Elsevier, vol. 113(C), pages 409-421.
    19. Yuen, Kum Fai & Wang, Xueqin & Ng, Li Ting Wendy & Wong, Yiik Diew, 2018. "An investigation of customers’ intention to use self-collection services for last-mile delivery," Transport Policy, Elsevier, vol. 66(C), pages 1-8.
    20. Patrick Klein & Bastian Popp, 2022. "Last-Mile Delivery Methods in E-Commerce: Does Perceived Sustainability Matter for Consumer Acceptance and Usage?," Sustainability, MDPI, vol. 14(24), pages 1-27, December.
    21. Kock, Ned, 2019. "Factor-based structural equation modeling with WarpPLS," Australasian marketing journal, Elsevier, vol. 27(1), pages 57-63.
    22. Krittinee Nuttavuthisit & John Thøgersen, 2017. "The Importance of Consumer Trust for the Emergence of a Market for Green Products: The Case of Organic Food," Journal of Business Ethics, Springer, vol. 140(2), pages 323-337, January.
    23. Jabbour, Charbel Jose Chiappetta & Jabbour, Ana Beatriz Lopes de Sousa & Sarkis, Joseph & Filho, Moacir Godinho, 2019. "Unlocking the circular economy through new business models based on large-scale data: An integrative framework and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 546-552.
    24. Hélène Bouscasse & Iragaël Joly & Patrick Bonnel, 2018. "How does environmental concern influence mode choice habits? A mediation analysis," Post-Print hal-01868333, HAL.
    25. Kenesei, Zsófia & Ásványi, Katalin & Kökény, László & Jászberényi, Melinda & Miskolczi, Márk & Gyulavári, Tamás & Syahrivar, Jhanghiz, 2022. "Trust and perceived risk: How different manifestations affect the adoption of autonomous vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 164(C), pages 379-393.
    26. Liu, Junjun & Hu, Houbao & Tong, Xun & Zhu, Qinghua, 2020. "Behavioral and technical perspectives of green supply chain management practices: Empirical evidence from an emerging market," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 140(C).
    27. Żaneta Muranko & Catriona Tassell & Anouk Zeeuw van der Laan & Marco Aurisicchio, 2021. "Characterisation and Environmental Value Proposition of Reuse Models for Fast-Moving Consumer Goods: Reusable Packaging and Products," Sustainability, MDPI, vol. 13(5), pages 1-35, March.
    28. Pourakbar, Morteza & Sleptchenko, Andrei & Dekker, Rommert, 2009. "The floating stock policy in fast moving consumer goods supply chains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(1), pages 39-49, January.
    29. Liang, Jyun-Kai & Eccarius, Timo & Lu, Chung-Cheng, 2019. "Investigating factors that affect the intention to use shared parking: A case study of Taipei City," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 799-812.
    30. Queiroz, Maciel M. & Fosso Wamba, Samuel & Chiappetta Jabbour, Charbel Jose & Machado, Marcio C., 2022. "Supply chain resilience in the UK during the coronavirus pandemic: A resource orchestration perspective," International Journal of Production Economics, Elsevier, vol. 245(C).
    31. Xi, Guangliang & Cao, Xinyu & Zhen, Feng, 2020. "The impacts of same day delivery online shopping on local store shopping in Nanjing, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 136(C), pages 35-47.
    32. Alan Murray & Keith Skene & Kathryn Haynes, 2017. "The Circular Economy: An Interdisciplinary Exploration of the Concept and Application in a Global Context," Journal of Business Ethics, Springer, vol. 140(3), pages 369-380, February.
    33. Biehl, Alec & Ermagun, Alireza & Stathopoulos, Amanda, 2019. "Utilizing multi-stage behavior change theory to model the process of bike share adoption," Transport Policy, Elsevier, vol. 77(C), pages 30-45.
    34. Lin, Rui & Wang, Peggy, 2022. "Intention to perform eco-driving and acceptance of eco-driving system," Transportation Research Part A: Policy and Practice, Elsevier, vol. 166(C), pages 444-459.
    35. Paolo Rosa & Claudio Sassanelli & Andrea Urbinati & Davide Chiaroni & Sergio Terzi, 2020. "Assessing relations between Circular Economy and Industry 4.0: a systematic literature review," International Journal of Production Research, Taylor & Francis Journals, vol. 58(6), pages 1662-1687, March.
    36. 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.
    37. Shirley Taylor & Peter A. Todd, 1995. "Understanding Information Technology Usage: A Test of Competing Models," Information Systems Research, INFORMS, vol. 6(2), pages 144-176, June.
    38. Chen, Shang-Yu, 2016. "Using the sustainable modified TAM and TPB to analyze the effects of perceived green value on loyalty to a public bike system," Transportation Research Part A: Policy and Practice, Elsevier, vol. 88(C), pages 58-72.
    39. Chen, Shang-Yu, 2016. "Green helpfulness or fun? Influences of green perceived value on the green loyalty of users and non-users of public bikes," Transport Policy, Elsevier, vol. 47(C), pages 149-159.
    40. Natarajan, Thamaraiselvan & Balasubramanian, Senthil Arasu & Kasilingam, Dharun Lingam, 2017. "Understanding the intention to use mobile shopping applications and its influence on price sensitivity," Journal of Retailing and Consumer Services, Elsevier, vol. 37(C), pages 8-22.
    41. Clemes, Michael D. & Gan, Christopher & Zhang, Junli, 2014. "An empirical analysis of online shopping adoption in Beijing, China," Journal of Retailing and Consumer Services, Elsevier, vol. 21(3), pages 364-375.
    42. Prakash Rao & Sreejith Balasubramanian & Nitin Vihari & Shazi Jabeen & Vinaya Shukla & Janya Chanchaichujit, 2021. "The e-commerce supply chain and environmental sustainability: An empirical investigation on the online retail sector," Cogent Business & Management, Taylor & Francis Journals, vol. 8(1), pages 1938377-193, January.
    43. Farooque, Muhammad & Zhang, Abraham & Liu, Yanping & Hartley, Janet L., 2022. "Circular supply chain management: Performance outcomes and the role of eco-industrial parks in China," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 157(C).
    44. Bjørgen, Astrid & Bjerkan, Kristin Ystmark & Hjelkrem, Odd Andre, 2021. "E-groceries: Sustainable last mile distribution in city planning," Research in Transportation Economics, Elsevier, vol. 87(C).
    45. Hyun Sang An & Arim Park & Ju Myung Song & Christina Chung, 2022. "Consumers’ adoption of parcel locker service: protection and technology perspectives," Cogent Business & Management, Taylor & Francis Journals, vol. 9(1), pages 2144096-214, December.
    46. Shi, Kunbo & Shao, Rui & De Vos, Jonas & Cheng, Long & Witlox, Frank, 2021. "Is e-shopping likely to reduce shopping trips for car owners? A propensity score matching analysis," Journal of Transport Geography, Elsevier, vol. 95(C).
    47. Guevara, C. Angelo & Figueroa, Esteban & Munizaga, Marcela A., 2021. "Paving the road for electric vehicles: Lessons from a randomized experiment in an introduction stage market," Transportation Research Part A: Policy and Practice, Elsevier, vol. 153(C), pages 326-340.
    48. Margareta Friman & Jana Huck & Lars E. Olsson, 2017. "Transtheoretical Model of Change during Travel Behavior Interventions: An Integrative Review," IJERPH, MDPI, vol. 14(6), pages 1-15, May.
    49. Charlie Chen & Steve Leon & Peter Ractham, 2022. "Will customers adopt last-mile drone delivery services? An analysis of drone delivery in the emerging market economy," Cogent Business & Management, Taylor & Francis Journals, vol. 9(1), pages 2074340-207, December.
    50. Yu-Shan Chen & Ching-Ying Lin & Chia-Sui Weng, 2015. "The Influence of Environmental Friendliness on Green Trust: The Mediation Effects of Green Satisfaction and Green Perceived Quality," Sustainability, MDPI, vol. 7(8), pages 1-18, July.
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