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Customer‐employee substitution: Evidence from gasoline stations

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  • Emek Basker
  • Lucia Foster
  • Shawn Klimek

Abstract

We document the adoption of self‐service pumps in U.S. gasoline stations from 1977 to 1992. Using establishment‐level data from the Census of Retail Trade over this period, we show that self‐service stations employ approximately one quarter fewer attendants per pump, all else equal. The work done by these attendants has shifted to customers, biasing upward conventional measures of productivity growth.

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  • Emek Basker & Lucia Foster & Shawn Klimek, 2017. "Customer‐employee substitution: Evidence from gasoline stations," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(4), pages 876-896, December.
  • Handle: RePEc:bla:jemstr:v:26:y:2017:i:4:p:876-896
    DOI: 10.1111/jems.12215
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    1. Justine S. Hastings, 2004. "Vertical Relationships and Competition in Retail Gasoline Markets: Empirical Evidence from Contract Changes in Southern California," American Economic Review, American Economic Association, vol. 94(1), pages 317-328, March.
    2. Maris Goldmanis & Ali Hortaçsu & Chad Syverson & Önsel Emre, 2010. "E-Commerce and the Market Structure of Retail Industries," Economic Journal, Royal Economic Society, vol. 120(545), pages 651-682, June.
    3. Deacon, Robert T & Sonstelie, Jon, 1985. "Rationing by Waiting and the Value of Time: Results from a Natural Experiment," Journal of Political Economy, University of Chicago Press, vol. 93(4), pages 627-647, August.
    4. Emek Basker, 2007. "When Good Instruments Go Bad," Working Papers 0706, Department of Economics, University of Missouri.
    5. I.P.L. Png & David Reitman, 1994. "Service Time Competition," RAND Journal of Economics, The RAND Corporation, vol. 25(4), pages 619-634, Winter.
    6. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    7. Emek Basker, 2012. "Raising the Barcode Scanner: Technology and Productivity in the Retail Sector," American Economic Journal: Applied Economics, American Economic Association, vol. 4(3), pages 1-27, July.
    8. Georg Graetz & Guy Michaels, 2018. "Robots at Work," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 753-768, December.
    9. Choi, Chi-Young & Choi, Horag, 2016. "The role of two frictions in geographic price dispersion: When market friction meets nominal rigidity," Journal of International Money and Finance, Elsevier, vol. 63(C), pages 1-27.
    10. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    11. Soetevent, Adriaan R. & Bružikas, Tadas, 2018. "The impact of process innovation on prices: Evidence from automated fuel retailing in The Netherlands," European Economic Review, Elsevier, vol. 110(C), pages 181-196.
    12. Chi-Young Choi & Anthony Murphy & Jyh-Lin Wu, 2017. "Segmentation of consumer markets in the US: What do intercity price differences tell us?," Canadian Journal of Economics, Canadian Economics Association, vol. 50(3), pages 738-777, August.
    13. Shepard, Andrea, 1991. "Price Discrimination and Retail Configuration," Journal of Political Economy, University of Chicago Press, vol. 99(1), pages 30-53, February.
    14. John Haltiwanger, 2016. "Firm Dynamics and Productivity: TFPQ, TFPR, and Demand Side Factors," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Fall 2016), pages 3-26, October.
    15. Lucia Foster & John Haltiwanger & Chad Syverson, 2008. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," American Economic Review, American Economic Association, vol. 98(1), pages 394-425, March.
    16. Ronald N. Johnson & Charles J. Romeo, 2000. "The Impact Of Self-Service Bans In The Retail Gasoline Market," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 625-633, November.
    17. Blass, Asher A & Carlton, Dennis W, 2001. "The Choice of Organizational Form in Gasoline Retailing and the Cost of Laws That Limit That Choice," Journal of Law and Economics, University of Chicago Press, vol. 44(2), pages 511-524, October.
    18. Roger R. Betancourt, 2004. "The Economics of Retailing and Distribution," Books, Edward Elgar Publishing, number 3511.
    19. Cragg, John G. & Donald, Stephen G., 1993. "Testing Identifiability and Specification in Instrumental Variable Models," Econometric Theory, Cambridge University Press, vol. 9(2), pages 222-240, April.
    20. Png, I P L & Reitman, David, 1995. "Why Are Some Products Branded and Others Not?," Journal of Law and Economics, University of Chicago Press, vol. 38(1), pages 207-224, April.
    21. Assar Lindbeck & Solveig Wikström, 2003. "E‐exchange and the Boundary between Households and Organizations," Kyklos, Wiley Blackwell, vol. 56(3), pages 315-340, August.
    22. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    23. David H. Autor, 2015. "Why Are There Still So Many Jobs? The History and Future of Workplace Automation," Journal of Economic Perspectives, American Economic Association, vol. 29(3), pages 3-30, Summer.
    24. Lucia Foster & John Haltiwanger & C. J. Krizan, 2006. "Market Selection, Reallocation, and Restructuring in the U.S. Retail Trade Sector in the 1990s," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 748-758, November.
    25. Daniel Aaronson & Eric French & Isaac Sorkin, 2013. "Firm Dynamics and the Minimum Wage: A Putty-Clay Approach," Working Paper Series WP-2013-26, Federal Reserve Bank of Chicago.
    26. Andrea Shepard, 1993. "Contractual Form, Retail Price, and Asset Characteristics in Gasoline Retailing," RAND Journal of Economics, The RAND Corporation, vol. 24(1), pages 58-77, Spring.
    27. Severin Borenstein, 1991. "Selling Costs and Switching Costs: Explaining Retail Gasoline Margins," RAND Journal of Economics, The RAND Corporation, vol. 22(3), pages 354-369, Autumn.
    28. David H. Autor & Frank Levy & Richard J. Murnane, 2002. "Upstairs, Downstairs: Computers and Skills on Two Floors of a Large Bank," ILR Review, Cornell University, ILR School, vol. 55(3), pages 432-447, April.
    29. Ron S Jarmin & Javier Miranda, 2002. "The Longitudinal Business Database," Working Papers 02-17, Center for Economic Studies, U.S. Census Bureau.
    30. Aaronson, Daniel & French, Eric Baird & Sorkin, Isaac, 2016. "Industry Dynamics and the Minimum Wage: A Putty-Clay Approach," CEPR Discussion Papers 11097, C.E.P.R. Discussion Papers.
    31. Lucia Foster & Cheryl Grim & John Haltiwanger & Zoltan Wolf, 2016. "Firm-Level Dispersion in Productivity: Is the Devil in the Details?," American Economic Review, American Economic Association, vol. 106(5), pages 95-98, May.
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    Cited by:

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    2. Susan N. Houseman & Brad J. Hershbein, 2018. "Understanding the Decline of U.S. Manufacturing Employment," Upjohn Working Papers and Journal Articles 18-287, W.E. Upjohn Institute for Employment Research.
    3. Lucas W. Davis, Shaun Mcrae, and Enrique Seira Bejarano, 2019. "An Economic Perspective on Mexico's Nascent Deregulation of Retail Petroleum Markets," Economics of Energy & Environmental Policy, International Association for Energy Economics, vol. 0(Number 2).
    4. Nikolas Zolas & Zachary Kroff & Erik Brynjolfsson & Kristina McElheran & David N. Beede & Cathy Buffington & Nathan Goldschlag & Lucia Foster & Emin Dinlersoz, 2020. "Advanced Technologies Adoption and Use by U.S. Firms: Evidence from the Annual Business Survey," NBER Working Papers 28290, National Bureau of Economic Research, Inc.
    5. Taehwan Kim, 2018. "Price Competition and Market Segmentation in Retail Gasoline: New Evidence from South Korea," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 53(3), pages 507-534, November.
    6. Daniel Aaronson & Brian J Phelan, 2019. "Wage Shocks and the Technological Substitution of Low‐wage Jobs," Economic Journal, Royal Economic Society, vol. 129(617), pages 1-34.
    7. Emin Dinlersoz & Zoltan Wolf, 2018. "Automation, Labor Share, and Productivity: Plant-Level Evidence from U.S. Manufacturing," Working Papers 18-39, Center for Economic Studies, U.S. Census Bureau.
    8. Berger, Thor & Chen, Chinchih & Frey, Carl Benedikt, 2018. "Drivers of disruption? Estimating the Uber effect," European Economic Review, Elsevier, vol. 110(C), pages 197-210.
    9. Soetevent, Adriaan R. & Bružikas, Tadas, 2018. "The impact of process innovation on prices: Evidence from automated fuel retailing in The Netherlands," European Economic Review, Elsevier, vol. 110(C), pages 181-196.
    10. Baensch Laura & Lanzalot Maria Laura & Stucchi Rodolfo & Lotti Giulia, 2019. "Do Labor Market Regulations Affect the Link between Innovation and Employment? Evidence from Latin America," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 19(3), pages 1-13, July.
    11. Emek Basker & Randy A. Becker & Lucia Foster & T. Kirk White & Alice Zawacki, 2019. "Addressing Data Gaps: Four New Lines of Inquiry in the 2017 Economic Census," Working Papers 19-28, Center for Economic Studies, U.S. Census Bureau.
    12. Ahlin, Christian & Kim, In Kyung & Kim, Kyoo il, 2021. "Who commits fraud? evidence from korean gas stations," International Journal of Industrial Organization, Elsevier, vol. 76(C).
    13. Jeffrey Clemens & Lisa B. Kahn & Jonathan Meer, 2021. "Dropouts Need Not Apply? The Minimum Wage and Skill Upgrading," Journal of Labor Economics, University of Chicago Press, vol. 39(S1), pages 107-149.
    14. Koch, Andreas & Kirchmann, Andrea & Reiner, Marcel & Scheu, Tobias & Zühlke, Anne & Bonin, Holger, 2020. "Verhaltensmuster von Betrieben und Beschäftigten im Kontext des gesetzlichen Mindestlohns," IZA Research Reports 97, Institute of Labor Economics (IZA).

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    More about this item

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • L81 - Industrial Organization - - Industry Studies: Services - - - Retail and Wholesale Trade; e-Commerce

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