References
- Acimovic, J.; and Graves, S.C. Making better fulfillment decisions on the fly in an online retail environment. Manufacturing & Service Operations Management, 17, 1 (2015), 34–51.
- Albrecht, A.K.; Walsh, G.; and Beatty, S.E. Perceptions of group versus individual service failures and their effects on customer outcomes: The role of attributions and customer entitlement. Journal of Service Research, 20, 2 (2017), 188–203.
- Baymard Institute. New e-commerce checkout research—Why 68% of users abandon their cart. https://baymard.com/blog/ecommerce-checkout-usability-report-and-benchmark (accessed on August 31, 2021).
- Berthene, A. Target quietly rolls out order consolidation. https://www.digitalcommerce360.com/2019/04/11/target-quietly-rolls-out-order-consolidation (accessed on September 20, 2021).
- Bianchessi, N.; Drexl, M.; and Irnich, S. The split delivery vehicle routing problem with time windows and customer inconvenience constraints. Transportation Science, 53, 4 (2019), 1067–1084.
- Blacker, A. Package tracking and delivery company apps experience unprecedented April. https://blog.apptopia.com/delivery-tracking-unprecedented-april (accessed on August 21, 2021).
- Booker, B. Sustainability fails: 10 Brands that got it wrong. https://www.askattest.com/blog/innovation/sustainability-fails (accessed on August 21, 2021).
- Brügger, A.; Morton, T.A., and Dessai, S.“Proximising” climate change reconsidered: A construal level theory perspective. Journal of Environmental Psychology, 46 (2016), 125–142.
- Capgemini. The last-mile delivery challenge: Giving retail and consumer product customers a superior delivery experience without impacting profitability. https://www.capgemini.com/wp-content/uploads/2019/01/Report-Digital-–Last-Mile-Delivery-Challenge1.pdf (accessed on August 2, 2021).
- Carmi, N.; and Kimhi, S. Further than the eye can see: Psychological distance and perception of environmental threats. Journal of Environmental Psychology, 73, 8 (2015), 2239–2257.
- Chao, L. Online shoppers want delivery faster, cheaper, survey shows. https://www.wsj.com/articles/online-shoppers-want-delivery-faster-cheaper-survey-shows-1465851072 (accessed on July 28, 2021).
- Chen, H. (A.); Ng, S.; and Rao, A.R. Cultural differences in consumer impatience. Journal of Marketing Research, 42, 3 (2005), 291–301.
- Chen, X.; Sun, X.; Yan, D.; and Wen, D. Perceived sustainability and customer engagement in the online shopping environment: The rational and emotional perspectives. Sustainability, 12, 7 (2020), 2674.
- Chen, Y.; Zha, Y.; Wang, D.; Li, H.; and Bi, G. Optimal pricing strategy of a bike-sharing firm in the presence of customers with convenience perceptions. Journal of Cleaner Production, 253 (2020), 119905.
- Chiu, C.-M.; Wang, E.T.G.; Fang, Y.-H.; and Huang, H.-Y. Understanding customers’ repeat purchase intentions in B2C e-commerce: The roles of utilitarian value, hedonic value and perceived risk. Information Systems Journal, 24, 1 (2014), 85–114.
- Cui, M.; Li, X.; and Kamoche, K. Transforming from traditional to e-intermediary: A resource orchestration perspective. International Journal of Electronic Commerce, 25, 3 (2021), 338–363.
- Statista. How important in general is a quick delivery of an online order to you. https://www.statista.com/forecasts/961973/importance-of-a-quick-delivery-of-an-online-order-for-us-consumers (accessed on August 18, 2021).
- Cui, R.; Lu, Z.; Sun, T.; and Golden, J.M. Sooner or later? Promising delivery speed in online retail. In International Conference on Information Systems 2021 Proceedings (ICIS 2021).
- De Groot, J.I.M.; and Steg, L. Morality and prosocial behavior: The role of awareness, responsibility, and norms in the norm activation model. Journal of Social Psychology, 149, 4 (2009), 425–449.
- Deshpande, V.; and Pendem, P. K. Logistics performance, ratings, and its impact on customer purchasing behavior and sales in e-commerce platforms. Manufacturing & Service Operations Management, advance online publication, doi:10.1287/msom.2021.1045 (2022).
- Droesch, B. US ecommerce by category. 2021. https://www.emarketer.com/content/us-ecommerce-by-category-2021 (accessed on March 25, 2022).
- Elgaaïed-Gambier, L.; Bertrandias, L.; and Bernard, Y. Cutting the Internet’s environmental footprint: An analysis of consumers’ self-attribution of responsibility. Journal of Interactive Marketing, 50 (2020), 120–135.
- ElHaffar, G.; Durif, F.; and Dubé, L. Towards closing the attitude-intention-behavior gap in green consumption: A narrative review of the literature and an overview of future research directions. Journal of Cleaner Production, 275 (2020), 122556.
- European Parliament. Parliament seals ban on throwaway plastics by 2021. 2021. https://www.europarl.europa.eu/news/en/press-room/20190321IPR32111/parliament-seals-ban-on-throwaway-plastics-by-2021 (accessed on June 29, 2021).
- European Parliament. Reducing car emissions: New CO2 targets for cars explained. https://www.europarl.europa.eu/news/en/headlines/society/20180920STO14027/reducing-car-emissions-new-co2-targets-for-cars-explained (accessed on July 28, 2021).
- European Parliament. CO2 emissions from cars: Facts and figures. https://www.europarl.europa.eu/news/en/headlines/priorities/climate-change/20190313STO31218/co2-emissions-from-cars-facts-and-figures-infographics (accessed on August 21, 2021).
- Eyal, T.; Liberman, N.; Trope, Y.; and Walther, E. The pros and cons of temporally near and distant action. Journal of Personality and Social Psychology, 86, 6 (2004), 781–795.
- Fader, P.S.; Hardie, B.G.; and Lee, K.L. RFM and CLV: Using iso-value curves for customer base analysis. Journal of Marketing Research, 42, 4 (2005), 415–430.
- Frederick, S.; Loewenstein, G.; and O’Donoghue, T. Time discounting and time preference: A critical review. Journal of Economic Literature, 40, 2 (2002), 351–401.
- Fu, J.-R.; Ju, P.-H.; and Hsu, C.-W. Understanding why consumers engage in electronic word-of-mouth communication: Perspectives from theory of planned behavior and justice theory. Electronic Commerce Research and Applications, 14, 6 (2015), 616–630.
- Gallino, S. and Moreno, A. Integration of online and offline channels in retail: The impact of sharing reliable inventory availability information. Management Science, 60, 6 (2014), 1434–1451.
- Gao, F.; and Su, X. Omnichannel retail operations with buy-online-and-pick-up-in-store. Management Science, 63, 8 (2017), 2478–2492.
- Gawor, T.; and Hoberg, K. Customers’ valuation of time and convenience in e-fulfillment. International Journal of Physical Distribution & Logistics Management, 49, 1 (2019), 75–98.
- Grimmer, M.; and Bingham, T. Company environmental performance and consumer purchase intentions. Journal of Business Research, 66, 10 (2013), 1945–1953.
- Groth, M.; and Gilliland, S.W. Having to wait for service: Customer reactions to delays in service delivery. Applied Psychology, 55, 1 (2006), 107–129.
- Hantula, D.A.; and Bryant, K. Delay discounting determines delivery fees in an e-commerce simulation: A behavioral economic perspective. Psychology & Marketing, 22, 2 (2005), 153–161.
- Harris, C.R. Feelings of dread and intertemporal choice. Journal of Behavioral Decision Making, 25, 1 (2012), 13–28.
- Harrison, G.W.; and List, J.A. Field experiments. Journal of Economic Literature, 42, 4 (2004), 1009–1055.
- Hayes, A.F. Introduction to mediation, moderation, and conditional process analysis: A regression-based approach. New York: Guilford Press, 2017.
- Herbes, C.; Beuthner, C.; and Ramme, I. Consumer attitudes towards biobased packaging: A cross-cultural comparative study. Journal of Cleaner Production, 194 (2018), 203–218.
- Holloway, B.B.; and Beatty, S.E. Satisfiers and dissatisfiers in the online environment: A critical incident assessment. Journal of Service Research, 10, 4 (2008), 347–364.
- Hui, S.K.; Inman, J.J.; Huang, Y.; and Suher, J. The effect of in-store travel distance on unplanned spending: Applications to mobile promotion strategies. Journal of Marketing, 77, 2 (2013), 1–16.
- Hurst, A. Nearly 1 in 5 consumers experienced package theft since the start of quarantine. https://www.valuepenguin.com/nearly-one-in-five-consumers-experienced-package-theft-since-start-of-quarantine (accessed 15 August 2022).
- Hyken, S. Delivery wars—Is free delivery really free? https://www.forbes.com/sites/shephyken/2022/02/02/delivery-wars-is-free-delivery-really-free (accessed 2 April 2022).
- Ibrahim, N.F.; and Wang, X. A text analytics approach for online retailing service improvement: Evidence from Twitter. Decision Support Systems, 121 (2019), 37–50.
- Ignat, B.; and Chankov, S. Do e-commerce customers change their preferred last-mile delivery based on its sustainability impact? International Journal of Logistics Management, 31, 3 (2020), 521–548.
- Janakiraman, N.; and Ordóñez, L. Effect of effort and deadlines on consumer product returns. Journal of Consumer Psychology, 22, 2 (2012), 260–271.
- Jiang, L. (A.); Yang, Z.; and Jun, M. Measuring consumer perceptions of online shopping convenience. Journal of Service Management, 24, 2 (2013), 191–214.
- Kahneman, D.; Fredrickson, B.L.; Schreiber, C.A.; and Redelmeier, D.A. When more pain is preferred to less: Adding a better end. Psychological Science, 4, 6 (1993), 401–405.
- Kanner, A.D.; Coyne, J.C.; Schaefer, C.; and Lazarus, R.S. Comparison of two modes of stress measurement: Daily hassles and uplifts versus major life events. Journal of Behavioral Medicine, 4, 1 (1981), 1–39.
- Kilbourne, W.; and Pickett, G. How materialism affects environmental beliefs, concern, and environmentally responsible behavior. Journal of Business Research, 61, 9 (2008), 885–893.
- Kim, D.J. A study of the multilevel and dynamic nature of trust in e-commerce from a cross-stage perspective. International Journal of Electronic Commerce, 19, 1 (2014), 11–64.
- Kim, E.; Park, M.C.; and Lee, J. Determinants of the intention to use buy-online, pickup in-store (BOPS): The moderating effects of situational factors and product type. Telematics and Informatics, 34, 8 (2017), 1721–1735.
- Kim, K.Y.; Atwater, L.; Patel, P.C.; and Smither, J.W. Multisource feedback, human capital, and the financial performance of organizations. Journal of Applied Psychology, 101, 11 (2016), 1569–1584.
- Kim, T.Y.; Dekker, R.; and Heij, C. Cross-border electronic commerce: Distance effects and express delivery in European Union markets. International Journal of Electronic Commerce, 21, 2 (2017), 184–218.
- Koufteros, X.; Droge, C.; Heim, G.; Massad, N.; and Vickery, S.K. Encounter satisfaction in e-tailing: Are the relationships of order fulfillment service quality with its antecedents and consequences moderated by historical satisfaction? Decision Sciences, 45, 1 (2014), 5–48.
- Kramer, A.; and Kramer, K.Z. The potential impact of the COVID-19 pandemic on occupational status, work from home, and occupational mobility. Journal of Vocational Behavior, 119 (2020), 1–4.
- Kushwaha, T.; and Shankar, V. Are multichannel customers really more valuable? The moderating role of product category characteristics. Journal of Marketing, 77, 4 (2013), 67–85.
- Lambrecht, A.; and Tucker, C. Paying with money or effort: Pricing when customers anticipate hassle. Journal of Marketing Research, 49, 1 (2012), 66–82.
- Lechermeier, J.; Fassnacht, M.; and Wagner, T. Testing the influence of real-time performance feedback on employees in digital services. Journal of Service Management, 31, 3 (2020), 345–371.
- Lee, J.; Bhatt, S.; and Suri, R. When consumers penalize not so green products. Psychology & Marketing, 35, 1 (2018), 36–46.
- Lemke, J.; Iwan, S.; and Korczak, J. Usability of the parcel lockers from the customer perspective–the research in Polish Cities. Transportation Research Procedia, 16 (2016), 272–287.
- Leonidou, C.N.; and Skarmeas, D. Gray shades of green: Causes and consequences of green skepticism. Journal of Business Ethics, 144, 2 (2017), 401–415.
- Lewis, M.; Singh, V.; and Fay, S. An empirical study of the impact of nonlinear shipping and handling fees on purchase incidence and expenditure decisions. Marketing Science, 25, 1 (2006), 51–64.
- Li, H.; and Dinlersoz, E. Quality-based price discrimination: Evidence from Internet retailers’ shipping options. Journal of Retailing, 88 (2012), 276–290.
- Liberman, N.; and Trope, Y. The role of feasibility and desirability considerations in near and distant future decisions: A test of temporal construal theory. Journal of Personality and Social Psychology, 75, 1 (1998), 5–18.
- Lopienski, K. Split shipments: Why they’re used & common examples. https://www.shipbob.com/blog/split-shipments (accessed on August 11, 2021).
- Lynch, J.G. Jr.; and Zauberman, G. When do you want it? Time, decisions, and public policy. Journal of Public Policy & Marketing, 25, 1 (2006), 67–78.
- Ma, S. Fast or free shipping options in online and omni-channel retail? The mediating role of uncertainty on satisfaction and purchase intentions. International Journal of Logistics Management, 28, 4 (2017), 1099–1122.
- Mangiaracina, R.; Marchet, G.; Perotti, S.; and Tumino, A. A review of the environmental implications of B2C e-commerce: A logistics perspective. International Journal of Physical Distribution & Logistics Management, 45, 6 (2015), 565–591.
- Maaya, L.; Meulders, M.; and Vandebroek, M. Online consumers’ attribute non-attendance behavior: Effects of information provision. International Journal of Electronic Commerce, 24, 3 (2020), 338–365.
- Mela, C.F. Data selection and procurement. Marketing Science, 30, 6 (2011), 965–976.
- Metapack. Ecommerce delivery benchmark report 2021—Thriving in the all-delivery economy. https://info.metapack.com/Ecommerce-Delivery-Benchmark-Report-2021.html (accessed on August 1, 2021).
- Moghaddam, M.; and Nof, S.Y. Combined demand and capacity sharing with best matching decisions in enterprise collaboration. International Journal of Production Economics, 148 (2014), 93–109.
- Moise, M.S.; Gil-Saura, I.; Šerić, M.; and Molina, M.E.R. Influence of environmental practices on brand equity, satisfaction and word of mouth. Journal of Brand Management, 26, 6 (2019), 646–657.
- Mostafa, M.M. A hierarchical analysis of the green consciousness of the Egyptian consumer. Psychology & Marketing, 24, 5 (2007), 445–473.
- Newton, D.W.; LePine, J.A.; Kim, J.K.; Wellman, N.; and Bush, J.T. Taking engagement to task: The nature and functioning of task engagement across transitions. Journal of Applied Psychology, 105, 1 (2020), 1–18.
- Nguyen, D.H.; de Leeuw, S.; Dullaert, W.; and Foubert, B.P.J. What is the right delivery option for you? Consumer preferences for delivery attributes in online retailing. Journal of Business Logistics, 40, 4 (2019), 299–321.
- Noble, S.M.; Griffith, D.A.; and Weinberger, M.G. Consumer derived utilitarian value and channel utilization in a multi-channel retail context. Journal of Business Research, 58, 12 (2005), 1643–1651.
- Podsakoff, P.M.; and Podsakoff, N.P. Experimental designs in management and leadership research: Strengths, limitations, and recommendations for improving publishability. Leadership Quarterly, 30, 1 (2019), 11–33.
- Preacher, K.J.; and Hayes, A.F. Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods, 40, 3 (2008), 879–891.
- Puri, A. The psychology of waiting for a parcel. https://www.livemint.com/Opinion/zHZAxEAvLOvAFncBaaM9eK/The-psychology-of-waiting-for-a-parcel.html (accessed on July 25, 2021).
- Radial. Retailers losing up to 70 percent of order value to fulfillment costs, new study finds. https://www.radial.com/press-room/press-releases/retailers-losing-70-percent-order-value-fulfillment-costs-new-study-finds (accessed on July 15, 2021).
- Rajamma, R.K.; Paswan, A.K.; and Hossai, M.M. Why do shoppers abandon shopping cart? Perceived waiting time, risk, and transaction inconvenience. Journal of Product & Brand Management, 18, 3 (2009), 188–197.
- Reinders, M.J.; Dabholkar, P.A.; and Frambach, R.T. Consequences of forcing consumers to use technology-based self-service. Journal of Service Research, 11, 2 (2008), 107–123.
- Rinehart, C.S.; and McGuire, J.W. Obstacles to takeup: Ecuador’s conditional cash transfer program, the bono de desarrollo humano. World Development, 97 (2017), 165–177.
- Risher, J.J.; Harrison, D.E.; and LeMay, S.A. Last mile non-delivery: Consumer investment in last mile infrastructure. Journal of Marketing Theory and Practice, 28, 4 (2020), 484–496.
- Rushe, D. Amazon profits surge as investment in faster shipping pays off. https://www.theguardian.com/technology/2020/jan/30/amazon-profits-surge-investment-faster-shipping (accessed on July 29, 2021).
- Scheufele, D.A. Agenda-setting, priming, and framing revisited: Another look at cognitive effects of political communication. Mass Communication & Society, 3, 2–3 (2000), 297–316.
- Shah, D.; Kumar, V.; and Kim, K.H. Managing customer profits: The power of habits. Journal of Marketing Research, 51, 6 (2014), 726–741.
- Shahmohammadi, S.; Steinmann, Z.J.N.; Tambjerg, L.; van Loon, P.; King, J.M.H.; and Huijbregts, M.A.J. Comparative greenhouse gas footprinting of online versus traditional shopping for fast-moving consumer goods: A stochastic approach. Environmental Science & Technology, 54, 6 (2020), 3499–3509.
- Shehu, E.; Papies, D.; and Neslin, S.A. Free shipping promotions and product returns. Journal of Marketing Research, 57, 4 (2020), 640–658.
- Snefjella, B.; and Kuperman, V. Concreteness and psychological distance in natural language use. Psychological Science, 26, 9 (2015), 1449–1460.
- Soman, D. The illusion of delayed incentives: Evaluating future effort–money transactions. Journal of Marketing Research, 35, 4 (1998), 427–437.
- Sparkman, G.; Lee, N.R.; and Macdonald, B.N.J. Discounting environmental policy: The effects of psychological distance over time and space. Journal of Environmental Psychology, 73 (2021), 101529.
- Statista. When you shop for clothing, shoes & accessories online, what does an average order contain? If you’re not sure, please estimate. https://www.statista.com/forecasts/961374/items-per-order-for-clothing-online-shopping-of-us-consumers (accessed on March 25, 2022).
- Statista. Average transit time of deliveries in selected European countries in 2020, by month. https://www.statista.com/statistics/1243814/parcel-transit-times-european-countries (accessed on August 3, 2021).
- Statista. Most used methods in package delivery worldwide in 2021. https://www.statista.com/statistics/722366/package-delivery-methods-among-millennials-worldwide (accessed on March 25, 2022).
- Statt, N. Amazon is spending billions on shipping as it makes prime one-day delivery a reality. https://www.theverge.com/2019/10/24/20931055/amazon-prime-one-day-delivery-shipping-q3-2019-earnings-spending (accessed on June 28, 2021).
- Tobin, L. Why are we waiting? Why delivery anxiety is the latest Christmas trauma. https://www.standard.co.uk/lifestyle/london-life/why-are-we-waiting-why-delivery-anxiety-is-the-latest-christmas-trauma-9930486.html (accessed on July 26, 2021).
- Tokar, T.; Williams, B.D.; and Fugate, B.S. I heart logistics—just don’t ask me to pay for it: Online shopper behavior in response to a delivery carrier upgrade and subsequent shipping charge increase. Journal of Business Logistics, 41, 3 (2020), 182–205.
- Trope, Y.; and Liberman, N. Construal-level theory of psychological distance. Psychological Review, 117, 2 (2010), 440–463.
- UPS. UPS pulse of the online shopper. https://solutions.ups.com/rs/935-KKE-240/images/UPS-Pulse-of-the-Online-Shopper-Report.pdf (accessed on July 23, 2021).
- Vakulenko, Y.; Hellström, D.; and Hjort, K. What’s in the parcel locker? Exploring customer value in e-commerce last mile delivery. Journal of Business Research, 88 (2018), 421–427.
- Van Loon, P.; Deketele, L.; Dewaele, J.; McKinnon, A.; and Rutherford, C. A comparative analysis of carbon emissions from online retailing of fast moving consumer goods. Journal of Cleaner Production, 106 (2015), 478–486.
- Wallis, H.; and Loy, L.S. What drives pro-environmental activism of young people? A survey study on the Fridays for Future movement. Journal of Environmental Psychology, 74 (2021), 101581.
- Wang, X.; Yuen, K.F.; Wong, Y.D.; and Teo, C.-C. It is green, but is it fair? Investigating consumers’ fairness perception of green service offerings. Journal of Cleaner Production, 181 (2018), 235–248.
- Weber, A.; and Maier, E. Reducing competitive research shopping with cross-channel delivery. International Journal of Electronic Commerce, 24, 1 (2020), 78–106.
- Wollenburg, J.; Holzapfel, A.; Hübner, A.; and Kuhn, H. Configuring retail fulfillment processes for omni-channel customer steering. International Journal of Electronic Commerce, 22, 4 (2018), 540–575.
- White, K.; Habib, R.; and Hardisty, D.J. How to SHIFT consumer behaviors to be more sustainable: A literature review and guiding framework. Journal of Marketing, 83, 3 (2019), 22–49.
- White, K.; Hardisty, D.J.; and Habib, R. The elusive green consumer. Harvard Business Review, July–August 2019, 124–133.
- Wilson-Jeanselme, M.; and Reynolds, J. Understanding shoppers’ expectations of online grocery retailing. International Journal of Retail & Distribution Management, 37, 7 (2006), 529–540.
- Xiao, Z.; Wang, J.J.; and Liu, Q. The impacts of final delivery solutions on e-shopping usage behaviour: The case of Shenzhen, China. International Journal of Retail & Distribution Management, 46, 1 (2018), 2–20.
- Xu, X.; Munson, C.L.; and Zeng, S. The impact of e-service offerings on the demand of online customers. International Journal of Production Economics, 184(2017), 231–244.
- Yi, S.; and Baumgartner, H. Coping with negative emotions in purchase-related situations. Journal of Consumer Psychology, 14, 3 (2004), 303–317.
- Yoo, W.; Yu, E.; and Jung, J. Drone delivery: Factors affecting the public’s attitude and intention to adopt. Telematics and Informatics, 35, 6 (2018), 1687–1700.
- Yuen, K.F.; Wang, X.; Ma, F.; and Wong, Y.D. The determinants of customers’ intention to use smart lockers for last-mile deliveries. Journal of Retailing and Consumer Services, 49 (2019), 316–326.
- Zauberman, G.; and Lynch Jr., J.G. Resource slack and propensity to discount delayed investments of time versus money. Journal of Experimental Psychology: General, 134, 1 (2005), 23–37.
- Zhang, Y.; Sun, L.; Hu, X.; and Zhao, C. Order consolidation for the last-mile split delivery in online retailing. Transportation Research Part E: Logistics and Transportation Review, 122 (2019), 309–327.