IDEAS home Printed from https://ideas.repec.org/p/hhs/huiwps/0106.html
   My bibliography  Save this paper

Measuring CO2 Emissions Induced by Online and Brick-and-mortar Retailing

Author

Listed:
  • Carling, Kenneth

    (Dalarna University)

  • Han, Mengjie

    (Dalarna University)

  • Håkansson, Johan

    (Dalarna University)

  • Meng, Xiangli

    (Dalarna University)

  • Rudholm, Niklas

    (HUI Research)

Abstract

We develop a method for empirically measuring the difference in carbon footprint between traditional and online retailing (“e-tailing”) from entry point to a geographical area to consumer residence. The method only requires data on the locations of brick-and-mortar stores, online delivery points, and residences of the region’s population, and on the goods transportation networks in the studied region. Such data are readily available in most countries, so the method is not country or region specific. The method has been evaluated using data from the Dalecarlia region in Sweden, and is shown to be robust to all assumptions made. In our empirical example, the results indicate that the average distance from consumer residence to a brick-and-mortar retailer is 48.54 km in the studied region, while the average distance to an online delivery point is 6.7 km. The results also indicate that e-tailing increases the average distance traveled from the regional entry point to the delivery point from 47.15 km for a brick-and-mortar store to 122.75 km for the online delivery points. However, as professional carriers transport the products in bulk to stores or online delivery points, which is more efficient than consumers’ transporting the products to their residences, the results indicate that consumers switching from traditional to e-tailing on average reduce their CO2 footprints by 84% when buying standard consumer electronics products.

Suggested Citation

  • Carling, Kenneth & Han, Mengjie & Håkansson, Johan & Meng, Xiangli & Rudholm, Niklas, 2014. "Measuring CO2 Emissions Induced by Online and Brick-and-mortar Retailing," HUI Working Papers 106, HUI Research.
  • Handle: RePEc:hhs:huiwps:0106
    as

    Download full text from publisher

    File URL: http://www.hui.se/BinaryLoader.axd?OwnerID=3a577059-d869-4d1b-bff1-5673eefc3461&OwnerType=0&PropertyName=EmbeddedFile_79c0d8af-38fb-44e3-8585-e812a1ff2bd2&FileName=HUIwp106.pdf&Attachment=True
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jia, Tao & Carling, Kenneth & Håkansson, Johan, 2013. "Trips and Their CO2-Emissions Induced by a Shopping Center," HUI Working Papers 88, HUI Research.
    2. Stead, D., 1999. "Relationships between transport emissions and travel patterns in Britain," Transport Policy, Elsevier, vol. 6(4), pages 247-258, October.
    3. Sharon Cullinane, 2009. "From Bricks to Clicks: The Impact of Online Retailing on Transport and the Environment," Transport Reviews, Taylor & Francis Journals, vol. 29(6), pages 759-776, February.
    4. Drezner, Tammy & Drezner, Zvi, 2007. "The gravity p-median model," European Journal of Operational Research, Elsevier, vol. 179(3), pages 1239-1251, June.
    5. Fernando Chiyoshi & Roberto Galvão, 2000. "A statistical analysis of simulated annealing applied to the p-median problem," Annals of Operations Research, Springer, vol. 96(1), pages 61-74, November.
    6. F. Benjamin Zhan & Charles E. Noon, 1998. "Shortest Path Algorithms: An Evaluation Using Real Road Networks," Transportation Science, INFORMS, vol. 32(1), pages 65-73, February.
    7. S. L. Hakimi, 1964. "Optimum Locations of Switching Centers and the Absolute Centers and Medians of a Graph," Operations Research, INFORMS, vol. 12(3), pages 450-459, June.
    8. S. L. Hakimi, 1965. "Optimum Distribution of Switching Centers in a Communication Network and Some Related Graph Theoretic Problems," Operations Research, INFORMS, vol. 13(3), pages 462-475, June.
    9. Carling, Kenneth & HÃ¥kansson, Johan & Jia, Tao, 2013. "Out-of-town shopping and its induced CO2-emissions," Journal of Retailing and Consumer Services, Elsevier, vol. 20(4), pages 382-388.
    10. Carling, Kenneth & Håkansson, Johan & Jia, Tao, 2013. "Out-of-Town Shopping and Its Induced CO2-Emissions," HUI Working Papers 87, HUI Research.
    Full references (including those not matched with items on IDEAS)

    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. Carling, Kenneth & Håkansson, Johan & Meng, Xiangli & Rudholm, Niklas, 2017. "The effect on CO2 emissions of taxing truck distance in retail transports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 97(C), pages 47-54.
    2. Xiaoyun Zhao & Kenneth Carling & Johan Håkansson, 2017. "Residential planning, driver mobility and CO emission: a microscopic look at Borlänge in Sweden," European Planning Studies, Taylor & Francis Journals, vol. 25(9), pages 1597-1614, September.
    3. Jing Li & Pingyu Zhang & Kevin Lo & Meng Guo & Mark Wang, 2015. "Reducing Carbon Emissions from Shopping Trips: Evidence from China," Energies, MDPI, vol. 8(9), pages 1-15, September.
    4. Haase, Knut & Hoppe, Mirko, 2008. "Standortplanung unter Wettbewerb - Teil 1: Grundlagen," Discussion Papers 2/2008, Technische Universität Dresden, "Friedrich List" Faculty of Transport and Traffic Sciences, Institute of Transport and Economics.
    5. Zhao, Pengxiang & Kwan, Mei-Po & Qin, Kun, 2017. "Uncovering the spatiotemporal patterns of CO2 emissions by taxis based on Individuals' daily travel," Journal of Transport Geography, Elsevier, vol. 62(C), pages 122-135.
    6. Kenneth Carling & Xiangli Meng, 2016. "On statistical bounds of heuristic solutions to location problems," Journal of Combinatorial Optimization, Springer, vol. 31(4), pages 1518-1549, May.
    7. Jia, Tao & Håkansson, Johan, 2016. "To what extent are CO2 emissions from intra-urban shopping trips by cars affected by drivers’ travel behaviour and store location?," HUI Working Papers 117, HUI Research.
    8. Vladimir Marianov & Daniel Serra, 2009. "Median problems in networks," Economics Working Papers 1151, Department of Economics and Business, Universitat Pompeu Fabra.
    9. Jia, Tao & Carling, Kenneth & Håkansson, Johan, 2013. "Trips and their CO2 emissions to and from a shopping center," Journal of Transport Geography, Elsevier, vol. 33(C), pages 135-145.
    10. Carling, Kenneth & Håkansson, Johan & Meng, Xiangli & Rudholm, Niklas, 2015. "The effects of taxing truck distance on CO2 emissions from transports in retailing," HUI Working Papers 111, HUI Research.
    11. Antiopi Panteli & Basilis Boutsinas & Ioannis Giannikos, 2021. "On solving the multiple p-median problem based on biclustering," Operational Research, Springer, vol. 21(1), pages 775-799, March.
    12. James F. Campbell & Morton E. O'Kelly, 2012. "Twenty-Five Years of Hub Location Research," Transportation Science, INFORMS, vol. 46(2), pages 153-169, May.
    13. Prieto, Marc & Caemmerer, Barbara & Baltas, George, 2015. "Using a hedonic price model to test prospect theory assertions: The asymmetrical and nonlinear effect of reliability on used car prices," Journal of Retailing and Consumer Services, Elsevier, vol. 22(C), pages 206-212.
    14. Daoqin Tong & Alan T. Murray, 2009. "Maximising coverage of spatial demand for service," Papers in Regional Science, Wiley Blackwell, vol. 88(1), pages 85-97, March.
    15. Michael Brusco & J Dennis Cradit & Douglas Steinley, 2021. "A comparison of 71 binary similarity coefficients: The effect of base rates," PLOS ONE, Public Library of Science, vol. 16(4), pages 1-19, April.
    16. Wen, Meilin & Iwamura, Kakuzo, 2008. "Fuzzy facility location-allocation problem under the Hurwicz criterion," European Journal of Operational Research, Elsevier, vol. 184(2), pages 627-635, January.
    17. Kenneth Carling & Mengjie Han & Johan Håkansson, 2012. "Does Euclidean distance work well when the p-median model is applied in rural areas?," Annals of Operations Research, Springer, vol. 201(1), pages 83-97, December.
    18. Xin Feng & Alan T. Murray, 2018. "Allocation using a heterogeneous space Voronoi diagram," Journal of Geographical Systems, Springer, vol. 20(3), pages 207-226, July.
    19. Wei Ding & Ke Qiu, 2020. "Approximating the asymmetric p-center problem in parameterized complete digraphs," Journal of Combinatorial Optimization, Springer, vol. 40(1), pages 21-35, July.
    20. Averbakh, Igor & Berman, Oded, 1996. "Locating flow-capturing units on a network with multi-counting and diminishing returns to scale," European Journal of Operational Research, Elsevier, vol. 91(3), pages 495-506, June.

    More about this item

    Keywords

    e-tailing; spatial distribution of firms and consumers; p-median model; emission measurement; emission reduction;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • L13 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Oligopoly and Other Imperfect Markets
    • L81 - Industrial Organization - - Industry Studies: Services - - - Retail and Wholesale Trade; e-Commerce
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

    Statistics

    Access and download statistics

    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:hhs:huiwps:0106. 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: Hans Seerar Westerberg (email available below). General contact details of provider: https://edirc.repec.org/data/huistse.html .

    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.