IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v11y2019i2p321-d196422.html
   My bibliography  Save this article

The Research Topics on E-Grocery: Trends and Existing Gaps

Author

Listed:
  • Juan Carlos Martín

    (Department of Applied Economics, Faculty of Economics, University of Las Palmas de Gran Canaria, 35017 Las Palmas de Gran Canaria, Spain)

  • Francesca Pagliara

    (Department of Civil, Architectural and Environmental Engineering, University of Naples Federico II, 80125 Naples, Italy)

  • Concepción Román

    (Department of Applied Economics, Faculty of Economics, University of Las Palmas de Gran Canaria, 35017 Las Palmas de Gran Canaria, Spain)

Abstract

The aim of this paper is to analyse through a systematic literature review the main topics studied on a relatively new concept: e-grocery. This study examines the existing literature through the use of some interactive Scopus applications with the goal to provide: (1) a better understanding of the main topics that have been analysed up to now; (2) the principal methodologies that have been used; and (3) the challenges that still exist as well as literature gaps. First, we provide a summary of what has been previously researched in the field, analysing the trends regarding time, sources, authors, countries and document types. Then, tokenization, and a natural language process (NLP) that applies the Latent Dirichlet Allocation (LDA) method, is used to extract the main topics in the field. We obtain that the research topics in the discipline have always been linked with technological changes, innovation and diffusion, and environmental effects have been a cornerstone since the origin of the field. In comparison with other fields in transport economics, we notice that experimental design and choice modelling are not very popular. As a step towards future research, we propose an integrative framework for e-grocery consumer behaviour that starts from the Engel–Kollat–Blackwell (EKB) model.

Suggested Citation

  • 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.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:2:p:321-:d:196422
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/11/2/321/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/11/2/321/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Michael Hall, C., 2011. "Publish and perish? Bibliometric analysis, journal ranking and the assessment of research quality in tourism," Tourism Management, Elsevier, vol. 32(1), pages 16-27.
    2. Marcia Mkansi & Chukuakadibia Eresia-Eke & Oyetola Emmanuel-Ebikake, 2018. "E-grocery challenges and remedies: Global market leaders perspective," Cogent Business & Management, Taylor & Francis Journals, vol. 5(1), pages 1459338-145, January.
    3. Lim, Stanley Frederick W. T. & Rabinovich, Elliot & Rogers, Dale S. & Lasester, Timothy M., 2016. "Last-mile Supply Network Distribution in Omni-Channel Retailing: A Configuration-Based Typology," Foundations and Trends(R) in Technology, Information and Operations Management, now publishers, vol. 10(1), pages 1-87, November.
    4. Verhoef, Peter C. & Kannan, P.K. & Inman, J. Jeffrey, 2015. "From Multi-Channel Retailing to Omni-Channel Retailing," Journal of Retailing, Elsevier, vol. 91(2), pages 174-181.
    5. Wang, Linyuan & Zhao, Lin & Mao, Guozhu & Zuo, Jian & Du, Huibin, 2017. "Way to accomplish low carbon development transformation: A bibliometric analysis during 1995–2014," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P1), pages 57-69.
    6. Rohm, Andrew J. & Swaminathan, Vanitha, 2004. "A typology of online shoppers based on shopping motivations," Journal of Business Research, Elsevier, vol. 57(7), pages 748-757, July.
    7. Nicolas Haber & Mario Fargnoli, 2017. "Design for product-service systems: a procedure to enhance functional integration of product-service offerings," International Journal of Product Development, Inderscience Enterprises Ltd, vol. 22(2), pages 135-164.
    8. Patricia Mokhtarian, 2004. "A conceptual analysis of the transportation impacts of B2C e-commerce," Transportation, Springer, vol. 31(3), pages 257-284, August.
    9. Nunkoo, Robin & Hall, C. Michael & Ladsawut, Jeynakshi, 2017. "Gender and choice of methodology in tourism social science research," Annals of Tourism Research, Elsevier, vol. 63(C), pages 207-210.
    10. Glenn Ellison & Sara Fisher Ellison, 2009. "Tax Sensitivity and Home State Preferences in Internet Purchasing," American Economic Journal: Economic Policy, American Economic Association, vol. 1(2), pages 53-71, August.
    11. Jiang Tan & Hui-Zhen Fu & Yuh-Shan Ho, 2014. "A bibliometric analysis of research on proteomics in Science Citation Index Expanded," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(2), pages 1473-1490, February.
    12. Niels Agatz & Ann Campbell & Moritz Fleischmann & Martin Savelsbergh, 2011. "Time Slot Management in Attended Home Delivery," Transportation Science, INFORMS, vol. 45(3), pages 435-449, August.
    13. 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.
    14. Orit Rotem-Mindali & Ilan Salomon, 2009. "Modeling Consumers' Purchase and Delivery Choices in the Face of the Information Age," Environment and Planning B, , vol. 36(2), pages 245-261, April.
    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. Haili Yang & Yueyue Luo & Yunhua Qiu & Jiantao Zou & Mohammad Masukujjaman & Abdullah Mohammed Ibrahim, 2023. "Modeling the Enablers of Consumers’ E-Shopping Behavior: A Multi-Analytic Approach," Sustainability, MDPI, vol. 15(8), pages 1-28, April.
    2. Ligorio, Lorenzo & Venturelli, Andrea & Caputo, Fabio, 2022. "Tracing the boundaries between sustainable cities and cities for sustainable development. An LDA analysis of management studies," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    3. Magalhães, David José Ahouagi Vaz de, 2021. "Analysis of critical factors affecting the final decision-making for online grocery shopping," Research in Transportation Economics, Elsevier, vol. 87(C).
    4. Xinhai Lu & Yanwei Zhang & Chaoran Lin & Feng Wu, 2021. "Evolutionary Overview and Prediction of Themes in the Field of Land Degradation," Land, MDPI, vol. 10(3), pages 1-23, March.
    5. 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.
    6. Lukas Hardi & Ulrich Wagner, 2019. "Grocery Delivery or Customer Pickup—Influences on Energy Consumption and CO 2 Emissions in Munich," Sustainability, MDPI, vol. 11(3), pages 1-20, January.
    7. Mkansi, Marcia & Nsakanda, Aaron Luntala, 2021. "Leveraging the physical network of stores in e-grocery order fulfilment for sustainable competitive advantage," Research in Transportation Economics, Elsevier, vol. 87(C).
    8. Ellen Van Droogenbroeck & Léon Van Hove, 2021. "Adoption and usage of E-grocery shopping: A context-specific UTAUT2 model," ULB Institutional Repository 2013/324918, ULB -- Universite Libre de Bruxelles.
    9. Ellen Van Droogenbroeck & Leo Van Hove, 2021. "Adoption and Usage of E-Grocery Shopping: A Context-Specific UTAUT2 Model," Sustainability, MDPI, vol. 13(8), pages 1-27, April.
    10. Mar Vazquez-Noguerol & Jose Comesaña-Benavides & Raul Poler & J. Carlos Prado-Prado, 2022. "An optimisation approach for the e-grocery order picking and delivery problem," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 30(3), pages 961-990, September.
    11. Marcucci, Edoardo & Gatta, Valerio & de Oliveira Leite Nascimento, Carla & Aziz, Soukaina & Ayagah, Prince & Montero, Tania, 2024. "The environmental impact of buying groceries online/offline pre and during COVID-19. Any changes?," Transport Policy, Elsevier, vol. 149(C), pages 222-233.
    12. Nils Engelbrecht & Tim-Benjamin Lembcke & Alfred Benedikt Brendel & Kilian Bizer & Lutz M. Kolbe, 2021. "The Virtual Online Supermarket: An Open-Source Research Platform for Experimental Consumer Research," Sustainability, MDPI, vol. 13(8), pages 1-25, April.
    13. Veronica S Ülgen & Maria Björklund & Niklas Simm & Helena Forslund, 2019. "Inter-Organizational Supply Chain Interaction for Sustainability: A Systematic Literature Review," Sustainability, MDPI, vol. 11(19), pages 1-25, October.
    14. 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).
    15. Luyi Qiu & Aro I & Timothy J. Lee & Jinok Susanna Kim, 2021. "How Sustainable Social Media Advertising Affect Visitors’ Decision to Attend a Festival Event?," Sustainability, MDPI, vol. 13(17), pages 1-16, August.
    16. Ronan de Kervenoael & Alexandre Schwob & Careen Chandra, 2020. "E-retailers and the engagement of delivery workers in urban last-mile delivery for sustainable logistics value creation: Leveraging legitimate concerns under time-based marketing promise," Post-Print hal-02780647, HAL.
    17. Maren Schnieder & Chris Hinde & Andrew West, 2023. "Land Efficient Mobility and Emissions: Click and Collect vs. Grocery Deliveries in Switzerland," Sustainability, MDPI, vol. 15(11), pages 1-24, May.
    18. Budziński, Wiktor & Daziano, Ricardo, 2023. "Preferences for online grocery shopping during the COVID-19 pandemic — the role of fear-related attitudes," Journal of choice modelling, Elsevier, vol. 47(C).
    19. de Kervenoael, Ronan & Schwob, Alexandre & Chandra, Careen, 2020. "E-retailers and the engagement of delivery workers in urban last-mile delivery for sustainable logistics value creation: Leveraging legitimate concerns under time-based marketing promise," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
    20. Soukaina Aziz & Ila Maltese & Edoardo Marcucci & Valerio Gatta & Rachid Benmoussa & El Hassan Irhirane, 2022. "Energy Consumption and Environmental Impact of E-Grocery: A Systematic Literature Review," Energies, MDPI, vol. 15(19), pages 1-16, October.
    21. Kathy-Ann Fletcher & Ayantunji Gbadamosi, 2024. "Examining social media live stream’s influence on the consumer decision-making: a thematic analysis," Electronic Commerce Research, Springer, vol. 24(3), pages 2175-2205, September.

    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. Sebald, Anna Kathrin & Jacob, Frank, 2020. "What help do you need for your fashion shopping? A typology of curated fashion shoppers based on shopping motivations," European Management Journal, Elsevier, vol. 38(2), pages 319-334.
    2. Özarık, Sami Serkan & Lurkin, Virginie & Veelenturf, Lucas P. & Van Woensel, Tom & Laporte, Gilbert, 2023. "An Adaptive Large Neighborhood Search heuristic for last-mile deliveries under stochastic customer availability and multiple visits," Transportation Research Part B: Methodological, Elsevier, vol. 170(C), pages 194-220.
    3. Marco Melacini & Elena Tappia, 2018. "A Critical Comparison of Alternative Distribution Configurations in Omni-Channel Retailing in Terms of Cost and Greenhouse Gas Emissions," Sustainability, MDPI, vol. 10(2), pages 1-15, January.
    4. Valeria Belvedere & Elisa Martina Martinelli & Annalisa Tunisini, 2021. "Getting the most from E-commerce in the context of omnichannel strategies," Italian Journal of Marketing, Springer, vol. 2021(4), pages 331-349, December.
    5. Rotem-Mindali, Orit, 2010. "E-tail versus retail: The effects on shopping related travel empirical evidence from Israel," Transport Policy, Elsevier, vol. 17(5), pages 312-322, September.
    6. Magalhães, David José Ahouagi Vaz de, 2021. "Analysis of critical factors affecting the final decision-making for online grocery shopping," Research in Transportation Economics, Elsevier, vol. 87(C).
    7. Xu, Xun & Jackson, Jonathan E., 2019. "Examining customer channel selection intention in the omni-channel retail environment," International Journal of Production Economics, Elsevier, vol. 208(C), pages 434-445.
    8. Kim, Jikyung (Jeanne) & Song, Hyeasinn & Choi, Jeonghye & Kim, Yongseob & Hong, Jeonghan, 2021. "Channel stickiness in the shopping journey for electronics: Evidence from China and South Korea," Journal of Business Research, Elsevier, vol. 130(C), pages 506-516.
    9. T. Prabhuram & M. Rajmohan & Youchao Tan & R. Robert Johnson, 2020. "Performance evaluation of Omni channel distribution network configurations using multi criteria decision making techniques," Annals of Operations Research, Springer, vol. 288(1), pages 435-456, May.
    10. Wang, Xueqin & Wong, Yiik Diew & Shi, Wenming & Yuen, Kum Fai, 2022. "Shoppers’ logistics activities in omni-channel retailing: A conceptualisation and an exploration on perceptual differences in effort valuation," Transport Policy, Elsevier, vol. 115(C), pages 195-208.
    11. Alexander Rossolov & Halyna Rossolova & José Holguín-Veras, 2021. "Online and in-store purchase behavior: shopping channel choice in a developing economy," Transportation, Springer, vol. 48(6), pages 3143-3179, December.
    12. Mar Vazquez-Noguerol & Jose Comesaña-Benavides & Raul Poler & J. Carlos Prado-Prado, 2022. "An optimisation approach for the e-grocery order picking and delivery problem," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 30(3), pages 961-990, September.
    13. Nguyen, Anh Thi Van & McClelland, Robert & Thuan, Nguyen Hoang, 2022. "Exploring customer experience during channel switching in omnichannel retailing context: A qualitative assessment," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    14. Schmid, Basil & Axhausen, Kay W., 2019. "In-store or online shopping of search and experience goods: A hybrid choice approach," Journal of choice modelling, Elsevier, vol. 31(C), pages 156-180.
    15. Lim, Boram & Xie, Ying & Haruvy, Ernan, 2022. "The impact of mobile app adoption on physical and online channels," Journal of Retailing, Elsevier, vol. 98(3), pages 453-470.
    16. Schneider, Patricia J. & Zielke, Stephan, 2020. "Searching offline and buying online – An analysis of showrooming forms and segments," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    17. Tahirov, Nail & Glock, Christoph H., 2022. "Manufacturer encroachment and channel conflicts: A systematic review of the literature," European Journal of Operational Research, Elsevier, vol. 302(2), pages 403-426.
    18. 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).
    19. Tueanrat, Yanika & Papagiannidis, Savvas & Alamanos, Eleftherios, 2021. "A conceptual framework of the antecedents of customer journey satisfaction in omnichannel retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    20. Harris, Patricia & Dall’Olmo Riley, Francesca & Hand, Chris, 2018. "Understanding multichannel shopper journey configuration: An application of goal theory," Journal of Retailing and Consumer Services, Elsevier, vol. 44(C), pages 108-117.

    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:11:y:2019:i:2:p:321-:d:196422. 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.