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

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  • 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
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    as
    1. Ina Simonovska, 2009. "Income Differences and Prices of Tradables," 2009 Meeting Papers 692, Society for Economic Dynamics.
    2. 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.
    3. 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.
    4. repec:pri:rpdevs:deaton_price_indexes_inequality_and_the_measurement_of_world_poverty_aer. is not listed on IDEAS
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Jerry Hausman & Gregory Leonard & J. Douglas Zona, 1994. "Competitive Analysis with Differentiated Products," Annals of Economics and Statistics, GENES, issue 34, pages 143-157.
    11. repec:adr:anecst:y:1994:i:34:p:06 is not listed on IDEAS
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    23. 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.
    24. Nicholas Li, 2021. "An Engel Curve for Variety," The Review of Economics and Statistics, MIT Press, vol. 103(1), pages 72-87, March.
    25. 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.
    26. Pablo D. Fajgelbaum, 2011. "Income Distribution, Product Quality and International Trade," 2011 Meeting Papers 415, Society for Economic Dynamics.
    27. Couture, Victor & Handbury, Jessie, 2020. "Urban revival in America," Journal of Urban Economics, Elsevier, vol. 119(C).
    28. 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.
    29. Winkelried, D. & Smith, R.J., 2011. "Principal Components Instrumental Variable Estimation," Cambridge Working Papers in Economics 1119, Faculty of Economics, University of Cambridge.
    30. Mark Aguiar & Erik Hurst, 2005. "Consumption versus Expenditure," Journal of Political Economy, University of Chicago Press, vol. 113(5), pages 919-948, October.
    31. 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.
    32. Hallak, Juan Carlos, 2006. "Product quality and the direction of trade," Journal of International Economics, Elsevier, vol. 68(1), pages 238-265, January.
    33. 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.
    34. 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.
    35. Jean-Pierre Dubé, 2004. "Multiple Discreteness and Product Differentiation: Demand for Carbonated Soft Drinks," Marketing Science, INFORMS, vol. 23(1), pages 66-81, September.
    36. 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.
    37. repec:pri:rpdevs:presidential%20address%2017january%202010%20all.pdf is not listed on IDEAS
    38. 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.
    39. 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.
    40. Deaton,Angus & Muellbauer,John, 1980. "Economics and Consumer Behavior," Cambridge Books, Cambridge University Press, number 9780521296762, September.
    41. 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.
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    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.

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