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Grocery or @grocery: A stated preference investigation in Rome and Milan

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  • Maltese, Ila
  • Le Pira, Michela
  • Marcucci, Edoardo
  • Gatta, Valerio
  • Evangelinos, Christos

Abstract

Despite the huge growth in online purchases, e-grocery (i.e. ordering grocery online) was still limited in scope in Italy so far. More recently, its growth has been substantial and 2020 witnessed a huge increase due to COVID-19-related mobility restrictions. In principle, e-grocery could reduce the number of shopping trips, yet an exponential increase in shipping and deliveries could have a negative impact on the environment. In order to explore the willingness to e-grocery, and delivery preferences (self-delivery, home delivered grocery or collected in a specific place) - and estimate their market shares - a stated preference survey was carried in Rome and Milan. Respondents were asked about their grocery shopping habits and to choose among different shopping and delivery options. Discrete choice modelling allows investigating preference heterogeneity and estimating willingness to pay measures. Main results indicate that respondents, characterised by distinct socio-economic, attitudinal, and geographical elements, react differently to attribute variations for alternative grocery shopping channels. Scenario simulations can help in defining successful business-strategies and possible solutions to external costs. Under this respect, results suggest that the best strategy to increase e-grocery shares in the two cities should be non-monetary, but rather aimed at expanding the product range available online.

Suggested Citation

  • Maltese, Ila & Le Pira, Michela & Marcucci, Edoardo & Gatta, Valerio & Evangelinos, Christos, 2021. "Grocery or @grocery: A stated preference investigation in Rome and Milan," Research in Transportation Economics, Elsevier, vol. 87(C).
  • Handle: RePEc:eee:retrec:v:87:y:2021:i:c:s0739885921000688
    DOI: 10.1016/j.retrec.2021.101096
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    as
    1. Marcucci, Edoardo & Gatta, Valerio, 2012. "Dissecting preference heterogeneity in consumer stated choices," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(1), pages 331-339.
    2. Delphine Pernot, 2020. "Internet shopping for Everyday Consumer Goods: An examination of the purchasing and travel practices of click and pickup outlet customers," Post-Print hal-02512133, HAL.
    3. William P. Anderson & Lata Chatterjee & T.R. Lakshmanan, 2003. "E‐commerce, Transportation, and Economic Geography," Growth and Change, Wiley Blackwell, vol. 34(4), pages 415-432, September.
    4. Carlton H. Scott & Judy E. Scott, 2006. "Efficient allocation of online grocery orders," International Journal of Productivity and Quality Management, Inderscience Enterprises Ltd, vol. 1(1/2), pages 88-102.
    5. Mitsunori Hirogaki, 2015. "Key factors in successful online grocery retailing: empirical evidence from Tokyo, Japan," International Journal of Entrepreneurship and Small Business, Inderscience Enterprises Ltd, vol. 26(2), pages 139-153.
    6. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    7. Marta Arce-Urriza & Javier Cebollada & María Fernanda Tarira, 2017. "The effect of price promotions on consumer shopping behavior across online and offline channels: differences between frequent and non-frequent shoppers," Information Systems and e-Business Management, Springer, vol. 15(1), pages 69-87, February.
    8. Ann Melissa Campbell & Martin Savelsbergh, 2006. "Incentive Schemes for Attended Home Delivery Services," Transportation Science, INFORMS, vol. 40(3), pages 327-341, August.
    9. Richard H. Thaler, 2008. "Mental Accounting and Consumer Choice," Marketing Science, INFORMS, vol. 27(1), pages 15-25, 01-02.
    10. Elena Belavina & Karan Girotra & Ashish Kabra, 2017. "Online Grocery Retail: Revenue Models and Environmental Impact," Management Science, INFORMS, vol. 63(6), pages 1781-1799, June.
    11. Nelson, Phillip, 1970. "Information and Consumer Behavior," Journal of Political Economy, University of Chicago Press, vol. 78(2), pages 311-329, March-Apr.
    12. Vyt, Dany & Jara, Magali & Cliquet, Gérard, 2017. "Grocery pickup creation of value: Customers’ benefits vs. spatial dimension," Journal of Retailing and Consumer Services, Elsevier, vol. 39(C), pages 145-153.
    13. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, January.
    14. David Revelt & Kenneth Train, 1998. "Mixed Logit With Repeated Choices: Households' Choices Of Appliance Efficiency Level," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 647-657, November.
    15. Gatta, Valerio & Marcucci, Edoardo & Scaccia, Luisa, 2015. "On finite sample performance of confidence intervals methods for willingness to pay measures," Transportation Research Part A: Policy and Practice, Elsevier, vol. 82(C), pages 169-192.
    16. Valerio Gatta & Edoardo Marcucci & Ila Maltese & Gabriele Iannaccone & Jiarui Fan, 2021. "E-Groceries: A Channel Choice Analysis in Shanghai," Sustainability, MDPI, vol. 13(7), pages 1-18, March.
    17. Donald G. Janelle & David C. Hodge, 2000. "Information, Place, Cyberspace, and Accessibility," Advances in Spatial Science, in: Donald G. Janelle & David C. Hodge (ed.), Information, Place, and Cyberspace, chapter 1, pages 3-11, Springer.
    18. Bikramjit Rishi & H. Pradeep & Manaswini Vishwanathan, 2018. "Hesitation to adoption in the e-grocery retailing in an emerging market," International Journal of Business Innovation and Research, Inderscience Enterprises Ltd, vol. 15(1), pages 99-118.
    19. Kim, Youn-Kyung & Lee, Min-Young & Park, Soo-Hee, 2014. "Shopping value orientation: Conceptualization and measurement," Journal of Business Research, Elsevier, vol. 67(1), pages 2884-2890.
    20. Agatz, Niels A.H. & Fleischmann, Moritz & van Nunen, Jo A.E.E., 2008. "E-fulfillment and multi-channel distribution - A review," European Journal of Operational Research, Elsevier, vol. 187(2), pages 339-356, June.
    21. Juan Carlos Martín & Francesca Pagliara & Concepción Román, 2019. "The Research Topics on E-Grocery: Trends and Existing Gaps," Sustainability, MDPI, vol. 11(2), pages 1-15, January.
    22. Singh, Reema & Rosengren, Sara, 2020. "Why do online grocery shoppers switch? An empirical investigation of drivers of switching in online grocery," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    23. Patricia Mokhtarian, 2004. "A conceptual analysis of the transportation impacts of B2C e-commerce," Transportation, Springer, vol. 31(3), pages 257-284, August.
    24. Hood, Nick & Urquhart, Ryan & Newing, Andy & Heppenstall, Alison, 2020. "Sociodemographic and spatial disaggregation of e-commerce channel use in the grocery market in Great Britain," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    25. Magali Jara & Dany Vyt & Olivier Mevel & Thierry Morvan & Nélida Morvan, 2018. "Measuring customers benefits of click and collect," Post-Print halshs-01806403, HAL.
    26. Ricard Gil & Evsen Korkmaz & Ozge Sahin, 0. "Can free-shipping hurt online retailers?," Quantitative Marketing and Economics (QME), Springer, vol. 0, pages 1-38.
    27. Belk, Russell W, 1975. "Situational Variables and Consumer Behavior," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 2(3), pages 157-164, December.
    28. Luigi Ranieri & Salvatore Digiesi & Bartolomeo Silvestri & Michele Roccotelli, 2018. "A Review of Last Mile Logistics Innovations in an Externalities Cost Reduction Vision," Sustainability, MDPI, vol. 10(3), pages 1-18, March.
    29. Helen Couclelis, 2000. "From Sustainable Transportation to Sustainable Accessibility: Can We Avoid a New Tragedy of the Commons?," Advances in Spatial Science, in: Donald G. Janelle & David C. Hodge (ed.), Information, Place, and Cyberspace, chapter 20, pages 341-356, Springer.
    30. Peter Boxall & Wiktor Adamowicz, 2002. "Understanding Heterogeneous Preferences in Random Utility Models: A Latent Class Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 23(4), pages 421-446, December.
    31. Robert J. Johnston & Kevin J. Boyle & Wiktor (Vic) Adamowicz & Jeff Bennett & Roy Brouwer & Trudy Ann Cameron & W. Michael Hanemann & Nick Hanley & Mandy Ryan & Riccardo Scarpa & Roger Tourangeau & Ch, 2017. "Contemporary Guidance for Stated Preference Studies," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 319-405.
    32. Elms, Jonathan & de Kervenoael, Ronan & Hallsworth, Alan, 2016. "Internet or store? An ethnographic study of consumers' internet and store-based grocery shopping practices," Journal of Retailing and Consumer Services, Elsevier, vol. 32(C), pages 234-243.
    33. Dany Vyt & Magali Jara & Gérard Cliquet, 2017. "Grocery pickup creation of value: Customers’ benefits vs. spatial dimension," Post-Print halshs-02024284, HAL.
    34. Berg, Jessica & Henriksson, Malin, 2020. "In search of the ‘good life’: Understanding online grocery shopping and everyday mobility as social practices," Journal of Transport Geography, Elsevier, vol. 83(C).
    35. Shenle Pan & Vaggelis Giannikas & Yufei Han & Etta Grover-Silva & Bin Qiao, 2017. "Using Customer-related Data to Enhance E-grocery Home Delivery," Post-Print hal-01482901, HAL.
    36. Ricard Gil & Evsen Korkmaz & Ozge Sahin, 2020. "Can free-shipping hurt online retailers?," Quantitative Marketing and Economics (QME), Springer, vol. 18(3), pages 305-342, September.
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    2. Liu, Qiyang & Liu, Zhengying & Kang, Tingting & Zhu, Le & Zhao, Pengjun, 2022. "Transport inequities through the lens of environmental racism: Rural-urban migrants under Covid-19," Transport Policy, Elsevier, vol. 122(C), pages 26-38.
    3. Vyt, Dany & Jara, Magali & Mevel, Olivier & Morvan, Thierry & Morvan, Nélida, 2022. "The impact of convenience in a click and collect retail setting: A consumer-based approach," International Journal of Production Economics, Elsevier, vol. 248(C).
    4. Oleksandr Rossolov & Yusak O. Susilo, 2023. "Are consumers ready to pay extra for crowd-shipping e-groceries and why? A hybrid choice analysis for developing economies," Papers 2303.07044, arXiv.org.
    5. Beckers, Joris & Cardenas, Ivan & Le Pira, Michela & Zhang, Jia, 2023. "Exploring Logistics-as-a-Service to integrate the consumer into urban freight," Research in Transportation Economics, Elsevier, vol. 101(C).

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    More about this item

    Keywords

    e-grocery; Last mile delivery; Home delivery; click&pick; City logistics; Discrete Choice Models; Multinomial Logit; Consumer behaviour;
    All these keywords.

    JEL classification:

    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise
    • R22 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Other Demand

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