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“Space Obesity”: The Effect of Remoteness on County Obesity

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  • Mouhcine Guettabi
  • Abdul Munasib

Abstract

We test if remoteness of a county is one of the environmental factors that contribute to obesity. First, we employ geographically weighted regressions (GWRs) that allow us to observe local or regional patterns. We find that county obesity rate is spatially non-stationary, remoteness affects county obesity rates, and there are spatial heterogeneities in how distance affects county obesity rates. Next, we refine our estimates of the effect of remoteness on county obesity rate using a random effect model that accounts for county-level unobserved heterogeneity. Even after accounting for these heterogeneities and state fixed effects, we find measurable impact of remoteness on county obesity rate. Splitting the sample into metro and non-metro counties, we find that remoteness matters more for the obesity rates in the metro counties.

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  • Mouhcine Guettabi & Abdul Munasib, 2014. "“Space Obesity”: The Effect of Remoteness on County Obesity," Growth and Change, Wiley Blackwell, vol. 45(4), pages 518-548, December.
    • Handle: RePEc:bla:growch:v:45:y:2014:i:4:p:518-548
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    1. Mark D. Partridge & Dan S. Rickman & Kamar Ali & M. Rose Olfert, 2008. "The Geographic Diversity of U.S. Nonmetropolitan Growth Dynamics: A Geographically Weighted Regression Approach," Land Economics, University of Wisconsin Press, vol. 84(2), pages 241-266.
    2. Mark D. Partridge & Dan S. Rickman & Kamar Ali & M. Rose Olfert, 2007. "The Landscape of Urban Influence on U.S. County Job Growth ," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 29(3), pages 381-389.
    3. Giordano Mion & Paolo Naticchioni, 2009. "The spatial sorting and matching of skills and firms," Canadian Journal of Economics, Canadian Economics Association, vol. 42(1), pages 28-55, February.
    4. Betsy Cadwell & James Boyle & Edward Tierney & Theodore Thompson, 2007. "A Bayesian approach to assess heart disease mortality among persons with diabetes in the presence of missing data," Health Care Management Science, Springer, vol. 10(3), pages 231-238, September.
    5. Seong-Hoon Cho & Dayton Lambert & Zhuo Chen, 2010. "Geographically weighted regression bandwidth selection and spatial autocorrelation: an empirical example using Chinese agriculture data," Applied Economics Letters, Taylor & Francis Journals, vol. 17(8), pages 767-772.
    6. Saelens, B.E. & Sallis, J.F. & Black, J.B. & Chen, D., 2003. "Neighborhood-Based Differences in Physical Activity: An Environment Scale Evaluation," American Journal of Public Health, American Public Health Association, vol. 93(9), pages 1552-1558.
    7. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 48, pages 2063-2117, Elsevier.
    8. Janet Currie & Stefano DellaVigna & Enrico Moretti & Vikram Pathania, 2010. "The Effect of Fast Food Restaurants on Obesity and Weight Gain," American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 32-63, August.
    9. Cohen-Cole, Ethan & Fletcher, Jason M., 2008. "Is obesity contagious? Social networks vs. environmental factors in the obesity epidemic," Journal of Health Economics, Elsevier, vol. 27(5), pages 1382-1387, September.
    10. Michael L. Anderson & David A. Matsa, 2011. "Are Restaurants Really Supersizing America?," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 152-188, January.
    11. Shin-Yi Chou & Inas Rashad & Michael Grossman, 2008. "Fast-Food Restaurant Advertising on Television and Its Influence on Childhood Obesity," Journal of Law and Economics, University of Chicago Press, vol. 51(4), pages 599-618, November.
    12. Jan K. Brueckner, 2000. "Urban Sprawl: Diagnosis and Remedies," International Regional Science Review, , vol. 23(2), pages 160-171, April.
    13. Eid, Jean & Overman, Henry G. & Puga, Diego & Turner, Matthew A., 2008. "Fat city: Questioning the relationship between urban sprawl and obesity," Journal of Urban Economics, Elsevier, vol. 63(2), pages 385-404, March.
    14. Amnon Frenkel & Maya Ashkenazi, 2008. "Measuring Urban Sprawl: How Can We Deal with It?," Environment and Planning B, , vol. 35(1), pages 56-79, February.
    15. Trogdon, Justin G. & Nonnemaker, James & Pais, Joanne, 2008. "Peer effects in adolescent overweight," Journal of Health Economics, Elsevier, vol. 27(5), pages 1388-1399, September.
    16. Darius Lakdawalla & Tomas Philipson, 2007. "Labor Supply and Weight," Journal of Human Resources, University of Wisconsin Press, vol. 42(1).
    17. Susan Chen & Raymond J. G. M. Florax & Samantha Snyder & Christopher C. Miller, 2010. "Obesity and Access to Chain Grocers," Economic Geography, Clark University, vol. 86(4), pages 431-452, October.
    18. Andrew J. Plantinga & Stephanie Bernell, 2005. "A Spatial Economic Analysis of Urban Land Use and Obesity," Journal of Regional Science, Wiley Blackwell, vol. 45(3), pages 473-492, August.
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    1. Mouhcine Guettabi & Abdul Munasib, 2018. "Is there a Trade-off between Remote Living and Healthy Living? The Impact of Remoteness on Body Weight," The Review of Regional Studies, Southern Regional Science Association, vol. 48(2), pages 173-192, Summer.
    2. Mouhcine Guettabi & Abdul Munasib, 2014. "Urban Sprawl, Obesogenic Environment, And Child Weight," Journal of Regional Science, Wiley Blackwell, vol. 54(3), pages 378-401, June.
    3. Antonio Pacifico, 2023. "Obesity and labour market outcomes in Italy: a dynamic panel data evidence with correlated random effects," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(4), pages 557-574, June.
    4. Hee-Jung Jun & Mi Namgung, 2018. "Gender Difference and Spatial Heterogeneity in Local Obesity," IJERPH, MDPI, vol. 15(2), pages 1-17, February.

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