IDEAS home Printed from https://ideas.repec.org/a/wly/emetrp/v89y2021i6p2679-2715.html
   My bibliography  Save this article

Are Poor Cities Cheap for Everyone? Non‐Homotheticity and the Cost of Living Across U.S. Cities

Author

Listed:
  • Jessie Handbury

Abstract

This paper shows that the products and prices offered in markets are correlated with local income‐specific tastes. To quantify the welfare impact of this variation, I calculate local price indexes micro‐founded by a model of non‐homothetic demand over thousands of grocery products. These indexes reveal large differences in how wealthy and poor households perceive the choice sets available in wealthy and poor cities. Relative to low‐income households, high‐income households enjoy 40 percent higher utility per dollar expenditure in wealthy cities, relative to poor cities. Similar patterns are observed across stores in different neighborhoods. Most of this variation is explained by differences in the product assortment offered, rather than the relative prices charged, by chains that operate in different markets.

Suggested Citation

  • Jessie Handbury, 2021. "Are Poor Cities Cheap for Everyone? Non‐Homotheticity and the Cost of Living Across U.S. Cities," Econometrica, Econometric Society, vol. 89(6), pages 2679-2715, November.
  • Handle: RePEc:wly:emetrp:v:89:y:2021:i:6:p:2679-2715
    DOI: 10.3982/ECTA11738
    as

    Download full text from publisher

    File URL: https://doi.org/10.3982/ECTA11738
    Download Restriction: no

    File URL: https://libkey.io/10.3982/ECTA11738?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
    ---><---

    References listed on IDEAS

    as
    1. David Hummels & Volodymyr Lugovskyy, 2009. "International Pricing in a Generalized Model of Ideal Variety," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(s1), pages 3-33, February.
    2. repec:pri:rpdevs:deaton_price_indexes_inequality_and_the_measurement_of_world_poverty_aer. is not listed on IDEAS
    3. Bai, Jushan & Ng, Serena, 2010. "Instrumental Variable Estimation In A Data Rich Environment," Econometric Theory, Cambridge University Press, vol. 26(6), pages 1577-1606, December.
    4. Eric A. Verhoogen, 2008. "Trade, Quality Upgrading, and Wage Inequality in the Mexican Manufacturing Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 489-530.
    5. David Atkin & Benjamin Faber & Thibault Fally & Marco Gonzalez-Navarro, 2024. "Measuring Welfare and Inequality with Incomplete Price Information," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(1), pages 419-475.
    6. Jerry Hausman & Gregory Leonard & J. Douglas Zona, 1994. "Competitive Analysis with Differentiated Products," Annals of Economics and Statistics, GENES, issue 34, pages 143-157.
    7. repec:adr:anecst:y:1994:i:34:p:06 is not listed on IDEAS
    8. Pablo Fajgelbaum & Gene M. Grossman & Elhanan Helpman, 2011. "Income Distribution, Product Quality, and International Trade," Journal of Political Economy, University of Chicago Press, vol. 119(4), pages 721-765.
    9. Dan Black & Natalia Kolesnikova & Lowell Taylor, 2009. "Earnings Functions When Wages and Prices Vary by Location," Journal of Labor Economics, University of Chicago Press, vol. 27(1), pages 21-47, January.
    10. Rebecca Diamond, 2016. "The Determinants and Welfare Implications of US Workers' Diverging Location Choices by Skill: 1980-2000," American Economic Review, American Economic Association, vol. 106(3), pages 479-524, March.
    11. Aviv Nevo, 2000. "Mergers with Differentiated Products: The Case of the Ready-to-Eat Cereal Industry," RAND Journal of Economics, The RAND Corporation, vol. 31(3), pages 395-421, Autumn.
    12. Feenstra, Robert C, 1994. "New Product Varieties and the Measurement of International Prices," American Economic Review, American Economic Association, vol. 84(1), pages 157-177, March.
    13. Ingvild Almas, 2012. "International Income Inequality: Measuring PPP Bias by Estimating Engel Curves for Food," American Economic Review, American Economic Association, vol. 102(2), pages 1093-1117, April.
    14. Benjamin Faber & Thibault Fally, 2022. "Firm Heterogeneity in Consumption Baskets: Evidence from Home and Store Scanner Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(3), pages 1420-1459.
    15. Steven Berry & James Levinsohn & Ariel Pakes, 2004. "Differentiated Products Demand Systems from a Combination of Micro and Macro Data: The New Car Market," Journal of Political Economy, University of Chicago Press, vol. 112(1), pages 68-105, February.
    16. Couture, Victor & Handbury, Jessie, 2020. "Urban revival in America," Journal of Urban Economics, Elsevier, vol. 119(C).
    17. Ina Simonovska, 2015. "Income Differences and Prices of Tradables: Insights from an Online Retailer," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(4), pages 1612-1656.
    18. Donald W. K. Andrews, 1999. "Consistent Moment Selection Procedures for Generalized Method of Moments Estimation," Econometrica, Econometric Society, vol. 67(3), pages 543-564, May.
    19. Brian Adams & Kevin R. Williams, 2019. "Zone Pricing in Retail Oligopoly," American Economic Journal: Microeconomics, American Economic Association, vol. 11(1), pages 124-156, February.
    20. Hallak, Juan Carlos, 2006. "Product quality and the direction of trade," Journal of International Economics, Elsevier, vol. 68(1), pages 238-265, January.
    21. David Albouy, 2009. "The Unequal Geographic Burden of Federal Taxation," Journal of Political Economy, University of Chicago Press, vol. 117(4), pages 635-667, August.
    22. Eleanor M. Page Snyder, 1961. "Cost of Living Indexes for Special Classes of Consumers," NBER Chapters, in: The Price Statistics of the Federal Goverment, pages 337-372, National Bureau of Economic Research, Inc.
    23. Angus Deaton, 2010. "Price Indexes, Inequality, and the Measurement of World Poverty," American Economic Review, American Economic Association, vol. 100(1), pages 5-34, March.
    24. Jean-Pierre Dubé, 2004. "Multiple Discreteness and Product Differentiation: Demand for Carbonated Soft Drinks," Marketing Science, INFORMS, vol. 23(1), pages 66-81, September.
    25. Günter J. Hitsch & Ali Hortaçsu & Xiliang Lin, 2019. "Prices and Promotions in U.S. Retail Markets: Evidence from Big Data," NBER Working Papers 26306, National Bureau of Economic Research, Inc.
    26. repec:pri:rpdevs:presidential%20address%2017january%202010%20all.pdf is not listed on IDEAS
    27. Pinjari, Abdul Rawoof & Bhat, Chandra, 2010. "A multiple discrete-continuous nested extreme value (MDCNEV) model: Formulation and application to non-worker activity time-use and timing behavior on weekdays," Transportation Research Part B: Methodological, Elsevier, vol. 44(4), pages 562-583, May.
    28. Stefano DellaVigna & Matthew Gentzkow, 2019. "Uniform Pricing in U.S. Retail Chains," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 2011-2084.
    29. Deaton,Angus & Muellbauer,John, 1980. "Economics and Consumer Behavior," Cambridge Books, Cambridge University Press, number 9780521296762, October.
    30. Christian Broda & Ephraim Leibtag & David E. Weinstein, 2009. "The Role of Prices in Measuring the Poor's Living Standards," Journal of Economic Perspectives, American Economic Association, vol. 23(2), pages 77-97, Spring.
    31. Ina Simonovska, 2009. "Income Differences and Prices of Tradables," 2009 Meeting Papers 692, Society for Economic Dynamics.
    32. Waldfogel, Joel, 2003. "Preference Externalities: An Empirical Study of Who Benefits Whom in Differentiated-Product Markets," RAND Journal of Economics, The RAND Corporation, vol. 34(3), pages 557-568, Autumn.
    33. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    34. Igal Hendel, 1999. "Estimating Multiple-Discrete Choice Models: An Application to Computerization Returns," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(2), pages 423-446.
    35. Nicholas Li, 2021. "An Engel Curve for Variety," The Review of Economics and Statistics, MIT Press, vol. 103(1), pages 72-87, March.
    36. Pablo D. Fajgelbaum, 2011. "Income Distribution, Product Quality and International Trade," 2011 Meeting Papers 415, Society for Economic Dynamics.
    37. Winkelried, D. & Smith, R.J., 2011. "Principal Components Instrumental Variable Estimation," Cambridge Working Papers in Economics 1119, Faculty of Economics, University of Cambridge.
    38. Mark Aguiar & Erik Hurst, 2005. "Consumption versus Expenditure," Journal of Political Economy, University of Chicago Press, vol. 113(5), pages 919-948, October.
    39. Jonathan I. Dingel, 2017. "The Determinants of Quality Specialization," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(4), pages 1551-1582.
    40. Andrews, Donald W. K. & Lu, Biao, 2001. "Consistent model and moment selection procedures for GMM estimation with application to dynamic panel data models," Journal of Econometrics, Elsevier, vol. 101(1), pages 123-164, March.
    41. Raphael A. Auer, 2010. "Consumer Heterogeneity and the Impact of Trade Liberalization: How Representative is the Representative Agent Framework?," Working Papers 2010-13, Swiss National Bank.
    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. Jaimovich, Esteban & Madzharova, Boryana & Merella, Vincenzo, 2023. "Inside the white box: Unpacking the determinants of quality and vertical specialization," European Economic Review, Elsevier, vol. 152(C).
    2. Takeda, Kohei, 2022. "The geography of structural transformation: effects on inequality and mobility," LSE Research Online Documents on Economics 118050, London School of Economics and Political Science, LSE Library.
    3. Colicev, Anatoli & Hoste, Joris & Konings, Jozef, 2022. "The Impact of a Large Depreciation on the Cost of Living of Rich and Poor Consumers," CEPR Discussion Papers 16869, C.E.P.R. Discussion Papers.
    4. Fally, Thibault, 2022. "Generalized separability and integrability: Consumer demand with a price aggregator," Journal of Economic Theory, Elsevier, vol. 203(C).
    5. Nicoletta Berardi, 2023. "The Elusive Law of One Retail Chain Price," Journal of Industry, Competition and Trade, Springer, vol. 23(3), pages 261-281, December.
    6. Su, Yichen, 2022. "Measuring the Value of Urban Consumption Amenities: A Time-Use Approach," Journal of Urban Economics, Elsevier, vol. 132(C).
    7. Mahajan, Avichal, 2024. "Highways and segregation," Journal of Urban Economics, Elsevier, vol. 141(C).
    8. Messner, Teresa & Rumler, Fabio & Strasser, Georg, 2022. "Cross-country price and inflation dispersion: Retail network or national border," Single Market Economics Papers WP2022/11, Directorate-General for Internal Market, Industry, Entrepreneurship and SMEs (European Commission), Chief Economist Team.
    9. Andrea Batch & Benjamin R. Bridgman & Abe C. Dunn & Mahsa Gholizadeh, 2023. "Consumption Zones," BEA Papers 0114, Bureau of Economic Analysis.
    10. Murphy, Daniel, 2024. "Housing cycles and gentrification," Journal of Monetary Economics, Elsevier, vol. 144(C).
    11. repec:bea:wpaper:0208 is not listed on IDEAS
    12. Bhardwaj,Abhishek & Ghose,Devaki & Mukherjee,Saptarshi & Singh,Manpreet, 2022. "Million Dollar Plants and Retail Prices," Policy Research Working Paper Series 9995, The World Bank.

    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. Jessie Handbury, 2019. "Are Poor Cities Cheap for Everyone? Non-Homotheticity and the Cost of Living Across U.S. Cities," NBER Working Papers 26574, National Bureau of Economic Research, Inc.
    2. Jonathan I. Dingel, 2017. "The Determinants of Quality Specialization," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(4), pages 1551-1582.
    3. Andrea Ciani, 2021. "Income inequality and the quality of imports," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 157(2), pages 375-416, May.
    4. Jaimovich, Esteban & Madzharova, Boryana & Merella, Vincenzo, 2023. "Inside the white box: Unpacking the determinants of quality and vertical specialization," European Economic Review, Elsevier, vol. 152(C).
    5. Chen, Natalie & Juvenal, Luciana, 2022. "Markups, quality, and trade costs," Journal of International Economics, Elsevier, vol. 137(C).
    6. Latzer, Hélène & Mayneris, Florian, 2021. "Average income, income inequality and export unit values," Journal of Economic Behavior & Organization, Elsevier, vol. 185(C), pages 625-646.
    7. Vincenzo Merella & Josef Tauser, 2022. "Import Quality in Former Centrally Planned EU Countries," Carlo Alberto Notebooks 684 JEL Classification: F, Collegio Carlo Alberto.
    8. Zhang, Qi, 2017. "The Balassa–Samuelson relationship: Services, manufacturing and product quality," Journal of International Economics, Elsevier, vol. 106(C), pages 55-82.
    9. Benjamin Faber & Thibault Fally, 2022. "Firm Heterogeneity in Consumption Baskets: Evidence from Home and Store Scanner Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(3), pages 1420-1459.
    10. Jaimovich, Esteban & Merella, Vincenzo, 2015. "Love for quality, comparative advantage, and trade," Journal of International Economics, Elsevier, vol. 97(2), pages 376-391.
    11. A. Auer, Raphael & Chaney, Thomas & Sauré, Philip, 2018. "Quality pricing-to-market," Journal of International Economics, Elsevier, vol. 110(C), pages 87-102.
    12. Dorothee Hillrichs & Gonzague Vannoorenberghe, 2021. "Recovering Within-Country Inequality From Trade Data," LIDAM Discussion Papers IRES 2021014, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    13. Fabien Candau & Florent Deisting & Julie Schlick, 2017. "How Income and Crowding Effects Influence the World Market for French Wines," The World Economy, Wiley Blackwell, vol. 40(5), pages 963-977, May.
    14. Hélène Latzer & Florian Mayneris, 2011. "Trade in quality and income distribution: an analysis of the enlarged EU market," Working Papers of BETA 2011-21, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    15. Lisandra Flach & Eckhard Janeba, 2017. "Income inequality and export prices across countries," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 50(1), pages 162-200, February.
    16. Victor Aguirregabiria & Margaret Slade, 2017. "Empirical models of firms and industries," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 50(5), pages 1445-1488, December.
    17. Julien MARTIN & Florian MAYNERIS, 2013. "High-End Variety Exporters Defying Distance: Micro Facts and Macroeconomic Implications," LIDAM Discussion Papers IRES 2013027, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    18. Eddy Bekkers & Joseph Francois & Miriam Manchin, 2016. "Trade costs, quality and the skill premium," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 49(3), pages 1153-1178, August.
    19. James R. Markusen, 2021. "Putting per-capita income back into trade theory," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 10, pages 187-197, World Scientific Publishing Co. Pte. Ltd..
    20. Lashkaripour, Ahmad, 2020. "Discrete trade," Journal of International Economics, Elsevier, vol. 126(C).

    More about this item

    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:wly:emetrp:v:89:y:2021:i:6:p:2679-2715. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/essssea.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.