[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/a/aea/aejmac/v15y2023i1p342-70.html
   My bibliography  Save this article

Assessing the Gains from E-Commerce

Author

Listed:
  • Paul Dolfen
  • Liran Einav
  • Peter J. Klenow
  • Benjamin Klopack
  • Jonathan D. Levin
  • Larry Levin
  • Wayne Best
Abstract
E-commerce represents a rapidly growing share of consumer spending in the United States. We use transactions-level data on credit and debit cards from Visa, Inc. between 2007 and 2017 to quantify the resulting consumer surplus. We estimate e-commerce reached 8 percent of consumption by 2017, yielding the equivalent of a 1 percent boost to their consumption, or over $1,000 per household per year. While some of the gains arose from avoiding travel costs to local merchants, most of the gains stemmed from substituting to merchants available online but not locally. Higher income consumers gained more, as did consumers in more densely populated counties.

Suggested Citation

  • Paul Dolfen & Liran Einav & Peter J. Klenow & Benjamin Klopack & Jonathan D. Levin & Larry Levin & Wayne Best, 2023. "Assessing the Gains from E-Commerce," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(1), pages 342-370, January.
  • Handle: RePEc:aea:aejmac:v:15:y:2023:i:1:p:342-70
    DOI: 10.1257/mac.20210049
    as

    Download full text from publisher

    File URL: https://www.aeaweb.org/doi/10.1257/mac.20210049
    Download Restriction: no

    File URL: https://doi.org/10.3886/E154121V1
    Download Restriction: no

    File URL: https://www.aeaweb.org/doi/10.1257/mac.20210049.appx
    Download Restriction: no

    File URL: https://www.aeaweb.org/doi/10.1257/mac.20210049.ds
    Download Restriction: Access to full text is restricted to AEA members and institutional subscribers.

    File URL: https://libkey.io/10.1257/mac.20210049?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Erik Brynjolfsson & Yu (Jeffrey) Hu & Michael D. Smith, 2003. "Consumer Surplus in the Digital Economy: Estimating the Value of Increased Product Variety at Online Booksellers," Management Science, INFORMS, vol. 49(11), pages 1580-1596, November.
    2. Thomas W. Quan & Kevin R. Williams, 2017. "Product Variety, Across-Market Demand Heterogeneity, and the Value of Online Retail," Cowles Foundation Discussion Papers 2054R3, Cowles Foundation for Research in Economics, Yale University, revised Jun 2018.
    3. Austan Goolsbee & Peter J. Klenow, 2006. "Valuing Consumer Products by the Time Spent Using Them: An Application to the Internet," American Economic Review, American Economic Association, vol. 96(2), pages 108-113, May.
    4. Chad Syverson, 2017. "Challenges to Mismeasurement Explanations for the US Productivity Slowdown," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 165-186, Spring.
    5. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains From Variety," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 541-585.
    6. Alberto Cavallo, 2017. "Are Online and Offline Prices Similar? Evidence from Large Multi-channel Retailers," American Economic Review, American Economic Association, vol. 107(1), pages 283-303, January.
    7. Liran Einav & Amy Finkelstein & Heidi Williams, 2016. "Paying on the Margin for Medical Care: Evidence from Breast Cancer Treatments," American Economic Journal: Economic Policy, American Economic Association, vol. 8(1), pages 52-79, February.
    8. Victor Couture & Benjamin Faber & Yizhen Gu & Lizhi Liu, 2021. "Connecting the Countryside via E-Commerce: Evidence from China," American Economic Review: Insights, American Economic Association, vol. 3(1), pages 35-50, March.
    9. Thomas W. Quan & Kevin R. Williams, 2018. "Product variety, across‐market demand heterogeneity, and the value of online retail," RAND Journal of Economics, RAND Corporation, vol. 49(4), pages 877-913, December.
    10. Victor Couture & Benjamin Faber & Yizhen Gu, 2018. "E-Commerce Integration and Economic Development: Evidence from China," 2018 Meeting Papers 114, Society for Economic Dynamics.
    11. Austan D. Goolsbee & Peter J. Klenow, 2018. "Internet Rising, Prices Falling: Measuring Inflation in a World of E-Commerce," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 488-492, May.
    12. Peter Cohen & Robert Hahn & Jonathan Hall & Steven Levitt & Robert Metcalfe, 2016. "Using Big Data to Estimate Consumer Surplus: The Case of Uber," NBER Working Papers 22627, National Bureau of Economic Research, Inc.
    13. Austan D. Goolsbee & Peter J. Klenow, 2018. "Internet Rising, Prices Falling: Measuring Inflation in a World of E-Commerce," NBER Working Papers 24649, National Bureau of Economic Research, Inc.
    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. Zhou Jiang & Maoxia Zeng & Mingming Shi, 2023. "E‐commerce and Consumption Inequality in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 31(5), pages 61-86, September.
    2. Ahmad, Saad & Riker, David, 2020. "Versatility and Specificity of PE Models for Trade Policy Analysis," Conference papers 333160, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    3. Cong Peng, 2019. "Does e-commerce reduce traffic congestion? Evidence from Alibaba Single Day shopping event," CEP Discussion Papers dp1646, Centre for Economic Performance, LSE.
    4. Su, Tong & Tao, Yanyang & Wang, Jingyi, 2024. "FinTech adoption and the clustered development of rural e-commerce: Evidence from Taobao Village," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    5. Redding, Stephen & Nakajima, Kentaro & Miyauchi, Yuhei, 2021. "Consumption access and agglomeration: evidence from smartphone data," LSE Research Online Documents on Economics 114353, London School of Economics and Political Science, LSE Library.
    6. Victor Couture & Cecile Gaubert & Jessie Handbury & Erik Hurst, 2019. "Income Growth and the Distributional Effects of Urban Spatial Sorting," NBER Working Papers 26142, National Bureau of Economic Research, Inc.
    7. Ikuto Aiba, 2024. "Information technology, market congestion, and economic geography," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 73(3), pages 1269-1295, October.
    8. Leonard I. Nakamura, 2020. "Evidence of Accelerating Mismeasurement of Growth and Inflation in the U.S. in the 21st Century," Working Papers 20-41, Federal Reserve Bank of Philadelphia.
    9. Yoon J. Jo & Misaki Matsumura & David E. Weinstein, 2019. "The Impact of E-Commerce on Relative Prices and Consumer Welfare," NBER Working Papers 26506, National Bureau of Economic Research, Inc.
    10. Chun, Hyunbae & Joo, Hailey Hayeon & Kang, Jisoo & Lee, Yoonsoo, 2023. "E-commerce and local labor markets: Is the “Retail Apocalypse” near?," Journal of Urban Economics, Elsevier, vol. 137(C).
    11. Chun, Hyunbae & Kwon, Eunjee & Yang, Dongyun, 2024. "The rise of e-commerce and generational consumption inequality: Evidence from COVID-19 in South Korea," Regional Science and Urban Economics, Elsevier, vol. 104(C).
    12. Santitarn Sathirathai & Voraprapa Nakavachara, 2019. "Connecting Locals to Locals: Market Discovery through E-Commerce," PIER Discussion Papers 118, Puey Ungphakorn Institute for Economic Research.
    13. Barbara Baarsma & Jesse Groenewegen, 2021. "COVID-19 and the Demand for Online Grocery Shopping: Empirical Evidence from the Netherlands," De Economist, Springer, vol. 169(4), pages 407-421, November.
    14. Jeremie Banet & Lucie Lebeau, 2022. "Central Bank Digital Currency: Financial Inclusion vs. Disintermediation," Working Papers 2218, Federal Reserve Bank of Dallas.
    15. Mr. Tidiane Kinda, 2019. "E-commerce as a Potential New Engine for Growth in Asia," IMF Working Papers 2019/135, International Monetary Fund.
    16. David Bounie & Youssouf Camara & John W. Galbraith, 2021. "Consumer Mobility, Online and On-site Commerce and the Geographic Concentration of Economic Activity: Evidence from 20 Billion Transactions," CIRANO Working Papers 2021s-17, CIRANO.
    17. Yufeng Huang & Bart J. Bronnenberg, 2023. "Consumer Transportation Costs and the Value of E-Commerce: Evidence from the Dutch Apparel Industry," Marketing Science, INFORMS, vol. 42(5), pages 984-1003, September.
    18. Gao, Jing & Zeng, Yiwu & Liu, Min, 2024. "Policy interventions and market innovation in rural China: Empirical evidence from Taobao villages," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1411-1429.
    19. Sunita Dhote & Chandan Vichoray & Rupesh Pais & S. Baskar & P. Mohamed Shakeel, 2020. "Hybrid geometric sampling and AdaBoost based deep learning approach for data imbalance in E-commerce," Electronic Commerce Research, Springer, vol. 20(2), pages 259-274, June.
    20. Volpe Martincus, Christian & Sztajerowska, Monika & Santi, Mariana Belén, 2024. "Consumers and Firms in International Trade," IDB Publications (Working Papers) 13558, Inter-American Development Bank.
    21. Peng, Cong, 2019. "Does e-commerce reduce traffic congestion? Evidence from Alibaba Single Day shopping event," LSE Research Online Documents on Economics 103411, London School of Economics and Political Science, LSE Library.
    22. Chung, Jamie, 2023. "The spillover effect of E-commerce on local retail real estate markets," Regional Science and Urban Economics, Elsevier, vol. 101(C).
    23. David Bounie & Youssouf Camara & John Galbraith, 2020. "Online Commerce, Inter-Regional Retail Trade, and the Evolution of Gravity Effects: Evidence from 20 Billion Transactions," Working Papers hal-02864695, HAL.

    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. Yoon J. Jo & Misaki Matsumura & David E. Weinstein, 2019. "The Impact of E-Commerce on Relative Prices and Consumer Welfare," NBER Working Papers 26506, National Bureau of Economic Research, Inc.
    2. Peng, Cong, 2019. "Does e-commerce reduce traffic congestion? Evidence from Alibaba Single Day shopping event," LSE Research Online Documents on Economics 103411, London School of Economics and Political Science, LSE Library.
    3. Chung, Jamie, 2023. "The spillover effect of E-commerce on local retail real estate markets," Regional Science and Urban Economics, Elsevier, vol. 101(C).
    4. Cong Peng, 2019. "Does e-commerce reduce traffic congestion? Evidence from Alibaba Single Day shopping event," CEP Discussion Papers dp1646, Centre for Economic Performance, LSE.
    5. Patrick Bajari & Zhihao Cen & Victor Chernozhukov & Manoj Manukonda & Jin Wang & Ramon Huerta & Junbo Li & Ling Leng & George Monokroussos & Suhas Vijaykunar & Shan Wan, 2023. "Hedonic prices and quality adjusted price indices powered by AI," CeMMAP working papers 08/23, Institute for Fiscal Studies.
    6. Alexander Tarasov & Robertas Zubrickas, 2021. "Optimal Income Taxation under Monopolistic Competition," CESifo Working Paper Series 9309, CESifo.
    7. Alexander Tarasov & Robertas Zubrickas, 2023. "Optimal income taxation under monopolistic competition," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 76(2), pages 495-523, August.
    8. Ian Goldin & Pantelis Koutroumpis & François Lafond & Julian Winkler, 2024. "Why Is Productivity Slowing Down?," Journal of Economic Literature, American Economic Association, vol. 62(1), pages 196-268, March.
    9. Yufeng Huang & Bart J. Bronnenberg, 2023. "Consumer Transportation Costs and the Value of E-Commerce: Evidence from the Dutch Apparel Industry," Marketing Science, INFORMS, vol. 42(5), pages 984-1003, September.
    10. Anderton, Robert & Jarvis, Valerie & Labhard, Vincent & Morgan, Julian & Petroulakis, Filippos & Vivian, Lara, 2020. "Virtually everywhere? Digitalisation and the euro area and EU economies," Occasional Paper Series 244, European Central Bank.
    11. Charles Hulten & Leonard I. Nakamura, 2020. "Expanded GDP for Welfare Measurement in the 21st Century," NBER Chapters, in: Measuring and Accounting for Innovation in the Twenty-First Century, pages 19-59, National Bureau of Economic Research, Inc.
    12. Ratchford, Brian & Soysal, Gonca & Zentner, Alejandro, 2023. "Multichannel customer purchase behavior and long tail effects in the fashion goods market," Journal of Retailing, Elsevier, vol. 99(1), pages 46-65.
    13. Néstor Duch-Brown & Lukasz Grzybowski & André Romahn & Frank Verboven, 2023. "Evaluating the Impact of Online Market Integration—Evidence from the EU Portable PC Market," American Economic Journal: Microeconomics, American Economic Association, vol. 15(4), pages 268-305, November.
    14. Jouchi Nakajima & Masato Takahashi & Tomoyuki Yagi, "undated". "An Assessment of Online Consumption Trends in Japan during the COVID-19 Pandemic," Bank of Japan Working Paper Series 22-E-11, Bank of Japan.
    15. Argentesi, Elena & Buccirossi, Paolo & Cervone, Roberto & Duso, Tomaso & Marrazzo, Alessia, 2021. "The effect of mergers on variety in grocery retailing," International Journal of Industrial Organization, Elsevier, vol. 79(C).
    16. Diewert, Erwin & FOX, Kevin J. Fox & SCHREYER, Paul, 2017. "The Digital Economy, New Products and Consumer Welfare," Microeconomics.ca working papers erwin_diewert-2017-12, Vancouver School of Economics, revised 14 Dec 2017.
    17. Argentesi, Elena & Buccirossi, Paolo & Cervone, Roberto & Duso, Tomaso & Marrazzo, Alessia, 2021. "The effect of mergers on variety in grocery retailing," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 79, pages 1-19.
    18. Erik Brynjolfsson & Avinash Collis & Felix Eggers, 2019. "Using massive online choice experiments to measure changes in well-being," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 116(15), pages 7250-7255, April.
    19. Vivian Chu & Tatjana Dahlhaus & Christopher Hajzler, 2023. "Digitalization: Prices of Goods and Services," Discussion Papers 2023-27, Bank of Canada.
    20. Tim Leunig & Joachim Voth, 2011. "Spinning welfare: The gains from process innovation in cotton and car production," Economics Working Papers 1352, Department of Economics and Business, Universitat Pompeu Fabra.

    More about this item

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • G51 - Financial Economics - - Household Finance - - - Household Savings, Borrowing, Debt, and Wealth
    • L81 - Industrial Organization - - Industry Studies: Services - - - Retail and Wholesale Trade; e-Commerce
    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software

    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:aea:aejmac:v:15:y:2023:i:1:p:342-70. 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: Michael P. Albert (email available below). General contact details of provider: https://edirc.repec.org/data/aeaaaea.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.