Wal‐Mart and County‐Wide Poverty†
*Direct correspondence to Stephan J. Goetz, Department of Agricultural Economics and Rural Sociology, 7E Armsby Bldg., The Pennsylvania State University, University Park, PA 16802‐5602 〈sgoetz@psu.edu〉. The research underlying this article was supported in part by USDA/CSREES‐National Research Initiative Competitive Grants Program 2003‐35401‐12936. Earlier versions of this article were presented at the American Agricultural Economics Association Annual Meeting, Denver, Colorado, August 1–3, 2004 and at the Rural Sociological Society Annual Meeting in Sacramento, California, August 12–15, 2004. The authors thank session participants and Martin Shields for their comments. Opinions expressed are those of the authors, and their affiliation appears for informational purposes only. Goetz will supply data and coding information used in this work for those wishing to replicate the study.
Abstract
Objectives. This study seeks to identify the independent effect of Wal‐Mart stores on changes in U.S. family‐poverty rates at the county level. We draw on the contributions of a number of disciplines to enhance our understanding of the broader forces that influence poverty.
Methods. A key innovation is that we estimate a two‐stage regression model, in which an instrument is created for new Wal‐Mart stores from a location equation; this reduces any potential endogeneity bias in the poverty‐change equation. In addition, we use spatial econometric methods to correct for spatial dependence bias.
Results. After controlling for other factors determining changes in the poverty rate over time, we find that counties with more initial (1987) Wal‐Mart stores and counties with more additions of stores between 1987 and 1998 experienced greater increases (or smaller decreases) in family‐poverty rates during the 1990s economic boom period.
Conclusions. Wal‐Mart creates both benefits and costs to communities in which the chain locates. These benefits and costs need to be weighed carefully by community decisionmakers in deciding whether to provide public subsidies to the chain.
Citing Literature
Number of times cited according to CrossRef: 64
- Hahn Shik Lee, Jinhwa Chung, Woohyoung Kim, Economic Effect of Zoning Regulations on Korea's Small and Medium‐Sized Retailers*, Asian Economic Journal, 10.1111/asej.12208, 34, 2, (185-211), (2020).
- Jamie R. McCall, Austin Bussing, Michele M. Hoyman, Laurie E. Paarlberg, Place matters: government capacity, community characteristics, and social capital across United States counties, Journal of Public Policy, 10.1017/S0143814X20000227, (1), (2020).
- Lee-Ann Sutherland, Virtualizing the ‘good life’: reworking narratives of agrarianism and the rural idyll in a computer game, Agriculture and Human Values, 10.1007/s10460-020-10121-w, (2020).
- Martha Crowley, Kevin Stainback, Retail Sector Concentration, Local Economic Structure, and Community Well-Being, Annual Review of Sociology, 10.1146/annurev-soc-073018-022449, 45, 1, (321-343), (2019).
- Denis Peralta, Man‐Keun Kim, BIG‐BOX RETAILERS, RETAIL EMPLOYMENT, AND WAGES IN THE US, Review of Urban & Regional Development Studies, 10.1111/rurd.12092, 31, 1-2, (102-117), (2019).
- Maria Kamenetsky, Guangqing Chi, Donghui Wang, Jun Zhu, Spatial Regression Analysis of Poverty in R, Spatial Demography, 10.1007/s40980-019-00048-0, (2019).
- Joseph Tokosh, Is the Macy's in my mall going to close? Uncovering the factors associated with the closures of Macy's, Sears, and J.C. Penney stores, Growth and Change, 10.1111/grow.12269, 50, 1, (403-423), (2018).
- Jessica Crowe, Constance Lacy, Yolanda Columbus, Barriers to Food Security and Community Stress in an Urban Food Desert, Urban Science, 10.3390/urbansci2020046, 2, 2, (46), (2018).
- Barrett A. Slade, Big‐Box Stores and Urban Land Prices: Friend or Foe?, Real Estate Economics, 10.1111/1540-6229.12209, 46, 1, (7-58), (2017).
- undefined Kim, Woo-Hyoung, undefined kim, hyun, Empirical Analysis of the Trading-Hour Restriction on Consumer Behaviors in Korea, Journal of Distribution and Management Research, 10.17961/jdmr.20.2.201704.64, 20, 2, (64-73), (2017).
- Chris J. Bardenhagen, Courtney A. Pinard, Rich Pirog, Amy Lazarus Yaroch, Characterizing Rural Food Access in Remote Areas, Journal of Community Health, 10.1007/s10900-017-0348-1, 42, 5, (1008-1019), (2017).
- Kevin Stainback, Emily Ekl, The spread of “big box” retail firms and spatial stratification, Sociology Compass, 10.1111/soc4.12462, 11, 4, (2017).
- Art Carden, Charles Courtemanche, Jeremy Meiners, Walmart and Values: Painting the Town Red?, Business and Politics, 10.2202/1469-3569.1271, 11, 2, (1-16), (2017).
- Dev Narayan Sarkar, Kaushik Kundu, Himadri Roy Chaudhuri, Purchase Preference Factors for Traditional Rural Retailers: A Cross-sectional Conceptual Study, Vikalpa: The Journal for Decision Makers, 10.1177/0256090916634223, 41, 1, (9-27), (2016).
- Murray D. Rice, Anthony Ostrander, Chetan Tiwari, Decoding the Development Strategy of a Major Retailer: Wal-Mart's Expansion in the United States, The Professional Geographer, 10.1080/00330124.2016.1140494, 68, 4, (640-649), (2016).
- Lazarus Adua, Linda Lobao, Business Attraction and Redistribution by U.S. Local Governments, State and Local Government Review, 10.1177/0160323X15624743, 47, 4, (223-239), (2016).
- Lindsey Smith Taillie, Shu Wen Ng, Barry M. Popkin, Global growth of “big box” stores and the potential impact on human health and nutrition, Nutrition Reviews, 10.1093/nutrit/nuv062, 74, 2, (83-97), (2015).
- Donald Vandegrift, The effect of Walmart and Target on property tax rates, Letters in Spatial and Resource Sciences, 10.1007/s12076-015-0159-x, 9, 3, (309-327), (2015).
- Michael Hicks, Does Wal‐Mart Cause an Increase in Anti‐Poverty Expenditures?*, Social Science Quarterly, 10.1111/ssqu.12170, 96, 4, (1136-1152), (2015).
- Emily Rauscher, Educational Expansion and Occupational Change: US Compulsory Schooling Laws and the Occupational Structure 1850–1930, Social Forces, 10.1093/sf/sou127, 93, 4, (1397-1422), (2015).
- Devin G. Pope, Jaren C. Pope, When Walmart comes to town: Always low housing prices? Always?, Journal of Urban Economics, 10.1016/j.jue.2014.10.004, 87, (1-13), (2015).
- Fredrik Kopsch, Winners, Losers and Optimal Re-location of a Mining Town: An Approach Using Alonso Bid-Rent Functions, European Planning Studies, 10.1080/09654313.2015.1006123, 23, 12, (2483-2496), (2015).
- Justin Sean Myers, Joshua Sbicca, Bridging good food and good jobs: From secession to confrontation within alternative food movement politics, Geoforum, 10.1016/j.geoforum.2015.02.003, 61, (17-26), (2015).
- David A. Cleveland, Allison Carruth, Daniella Niki Mazaroli, Operationalizing local food: goals, actions, and indicators for alternative food systems, Agriculture and Human Values, 10.1007/s10460-014-9556-9, 32, 2, (281-297), (2014).
- Donald Vandegrift, John Loyer, THE EFFECT OF WALMART AND TARGET ON THE TAX BASE: EVIDENCE FROM NEW JERSEY, Journal of Regional Science, 10.1111/jors.12122, 55, 2, (159-187), (2014).
- J. Dara Bloom, Subsidizing Sustainability: The Role of the State and Civil Society in Implementing Wal-Mart’s Local Produce Sourcing Program, Law and the Transition to Business Sustainability, 10.1007/978-3-319-04723-2, (57-83), (2014).
- Phillip Gordon, The Two Walmarts, Corporate Social Responsibility in the Global Business World, 10.1007/978-3-642-37620-7, (207-217), (2014).
- Charles Courtemanche, Art Carden, Competing with Costco and Sam's Club: Warehouse Club Entry and Grocery Prices, Southern Economic Journal, 10.4284/0038-4038-2012.135, 80, 3, (565-585), (2014).
- B. J. Newman, J. V. Kane, Backlash against the "Big Box": Local Small Business and Public Opinion toward Business Corporations, Public Opinion Quarterly, 10.1093/poq/nfu045, 78, 4, (984-1002), (2014).
- S. E. Wolfe, D. C. Pyrooz, Rolling Back Prices and Raising Crime Rates? The Walmart Effect on Crime in the United States, British Journal of Criminology, 10.1093/bjc/azt071, 54, 2, (199-221), (2014).
- Linda Lobao, Lazarus Adua, Gregory Hooks, Privatization, Business Attraction, and Social Services across the United States, Social Problems, 10.1525/sp.2014.12180, 61, 4, (644-672), (2014).
- Samuel Stroope, Aaron B. Franzen, Charles M. Tolbert, F. Carson Mencken, College Graduates, Local Retailers, and Community Belonging in the United States, Sociological Spectrum, 10.1080/02732173.2014.878612, 34, 2, (143-162), (2014).
- undefined 조장희, undefined 강형구, undefined 주하연, Analysis of Consumer Buying Behavior: Price Discounts through Consumption Patterns of Instant Ramen, Journal of Economic Research (JER), 10.17256/jer.2013.18.1.002, 18, 1, (35-54), (2013).
- Betsy Breyer, Adriana Voss-Andreae, Food mirages: Geographic and economic barriers to healthful food access in Portland, Oregon, Health & Place, 10.1016/j.healthplace.2013.07.008, 24, (131-139), (2013).
- Carlena Cochi Ficano, Business Churn and the Retail Giant: Establishment Birth and Death from Wal‐Mart's Entry*, Social Science Quarterly, 10.1111/j.1540-6237.2012.00857.x, 94, 1, (263-291), (2012).
- Yvonne Yen Liu, Good Food and Good Jobs for All: Challenges and Opportunities to Advance Racial and Economic Equity in the Food System, SSRN Electronic Journal, 10.2139/ssrn.2594421, (2012).
- Stephan J. Goetz, Anil Rupasingha, Scott Loveridge, Social Capital, Religion, Wal‐Mart, and Hate Groups in America*, Social Science Quarterly, 10.1111/j.1540-6237.2012.00854.x, 93, 2, (379-393), (2012).
- Seong-Hoon Cho, Suhyun Jung, Roland K. Roberts, Seung Gyu Kim, Interrelationship between poverty and the wildland–urban interface in metropolitan areas of the Southern US, Applied Economics, 10.1080/00036846.2010.541392, 44, 11, (1405-1416), (2012).
- Alessandro Bonanno, Stephan J. Goetz, WalMart and Local Economic Development, Economic Development Quarterly, 10.1177/0891242412456738, 26, 4, (285-297), (2012).
- Charles Courtemanche, Art Carden, Competing with Costco and Sam's Club: Warehouse Club Entry and Grocery Prices, SSRN Electronic Journal, 10.2139/ssrn.1772822, (2011).
- Charles Courtemanche, Art Carden, Supersizing supercenters? The impact of Walmart Supercenters on body mass index and obesity, Journal of Urban Economics, 10.1016/j.jue.2010.09.005, 69, 2, (165-181), (2011).
- Gregory Hooks, Linda Lobao, Space and Politics, Handbook of Politics, 10.1007/978-0-387-68930-2_20, (367-384), (2010).
- Charles Courtemanche, Art Carden, Supersizing Supercenters? The Impact of Wal-Mart Supercenters on Body Mass Index and Obesity, SSRN Electronic Journal, 10.2139/ssrn.1263316, (2010).
- Gregory Hooks, Clayton Mosher, Shaun Genter, Thomas Rotolo, Linda Lobao, Revisiting the Impact of Prison Building on Job Growth: Education, Incarceration, and County‐Level Employment, 1976–2004, Social Science Quarterly, 10.1111/j.1540-6237.2010.00690.x, 91, 1, (228-244), (2010).
- Alessandro Bonanno, An empirical investigation of Wal‐Mart's expansion into food retailing, Agribusiness, 10.1002/agr.20215, 26, 2, (220-242), (2010).
- Stephen Halebsky, Chain stores and local economies: a case study of a rural county in New York, Community Development, 10.1080/15575330903503351, 41, 4, (431-452), (2010).
- John Eason, Mapping prison proliferation: Region, rurality, race and disadvantage in prison placement, Social Science Research, 10.1016/j.ssresearch.2010.03.001, 39, 6, (1015-1028), (2010).
- David S. Brown, Discounting Democracy: Wal-Mart, Social Capital, Civic Engagement, and Voter Turnout in the United States, SSRN Electronic Journal, 10.2139/ssrn.1398946, (2009).
- Art Carden, Charles Courtemanche, Jeremy Meiners, Wal-Mart and Values: Painting the Town Red?, SSRN Electronic Journal, 10.2139/ssrn.996164, (2009).
- Srikanth Paruchuri, Joel A. C. Baum, David Potere, The Wal‐Mart Effect: Wave of Destruction or Creative Destruction?, Economic Geography, 10.1111/j.1944-8287.2009.01023.x, 85, 2, (209-236), (2009).
- Stephan J. Goetz, Sundar S. Shrestha, Explaining Self‐Employment Success and Failure: Wal‐Mart Versus Starbucks, or Schumpeter Versus Putnam, Social Science Quarterly, 10.1111/j.1540-6237.2009.00600.x, 90, 1, (22-38), (2009).
- Vincent Amanor‐Boadu, In Search of a Theory of Shopping Value: The Case of Rural Consumers, Applied Economic Perspectives and Policy, 10.1111/j.1467-9353.2009.01455.x, 31, 3, (589-603), (2009).
- ART CARDEN, CHARLES COURTEMANCHE, WAL‐MART, LEISURE, AND CULTURE, Contemporary Economic Policy, 10.1111/j.1465-7287.2009.00167.x, 27, 4, (450-461), (2009).
- Paromita Goswami, Mridula S. Mishra, Would Indian consumers move from kirana stores to organized retailers when shopping for groceries?, Asia Pacific Journal of Marketing and Logistics, 10.1108/13555850910926281, 21, 1, (127-143), (2009).
- Art Carden, Charles Courtemanche, Jeremy Meiners, Does Wal-Mart reduce social capital?, Public Choice, 10.1007/s11127-008-9342-6, 138, 1-2, (109-136), (2008).
- Art Carden, Charles Courtemanche, Wal-Mart, Leisure, and Culture, SSRN Electronic Journal, 10.2139/ssrn.1143454, (2008).
- Richard A. Dunn, Obesity and the Availability of Fast-Food: An Instrumental Variables Approach, SSRN Electronic Journal, 10.2139/ssrn.989363, (2008).
- L. M. Lobao, G. Hooks, A. R. Tickamyer, Poverty and inequality across space: sociological reflections on the missing-middle subnational scale, Cambridge Journal of Regions, Economy and Society, 10.1093/cjres/rsm003, 1, 1, (89-113), (2008).
- David J. Hess, Localism and the Environment, Sociology Compass, 10.1111/j.1751-9020.2007.00082.x, 2, 2, (625-638), (2008).
- Arindrajit Dube, T. William Lester, Barry Eidlin, Firm Entry and Wages: Impact of Wal-Mart Growth on Earnings Throughout the Retail Sector, SSRN Electronic Journal, 10.2139/ssrn.841684, (2007).
- Art Carden, Charles Courtemanche, Jeremy Meiners, Does Wal-Mart Reduce Social Capital?, SSRN Electronic Journal, 10.2139/ssrn.995538, (2007).
- Stephan J. Goetz, The Place-Based Structural Determinants and Effects of Self-Employment, SSRN Electronic Journal, 10.2139/ssrn.934636, (2006).
- Stephan J. Goetz, Anil Rupasingha, Wal‐Mart and Social Capital, American Journal of Agricultural Economics, 10.1111/j.1467-8276.2006.00949.x, 88, 5, (1304-1310), (2006).
- Melissa Hart, Learning from Wal-Mart, SSRN Electronic Journal, 10.2139/ssrn.936771, (2006).




