IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this article or follow this journal

The difference-in-difference method: Assessing the selection bias in the effects of neighborhood environment on health

  • Grafova, Irina B.
  • Freedman, Vicki A.
  • Lurie, Nicole
  • Kumar, Rizie
  • Rogowski, Jeannette

This paper uses the difference-in-difference estimation approach to explore the self-selection bias in estimating the effect of neighborhood economic environment on self-assessed health among older adults. The results indicate that there is evidence of downward bias in the conventional estimates of the effect of neighborhood economic disadvantage on self-reported health, representing a lower bound of the true effect.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.sciencedirect.com/science/article/pii/S1570677X13000348
Download Restriction: Full text for ScienceDirect subscribers only

As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.

Article provided by Elsevier in its journal Economics & Human Biology.

Volume (Year): 13 (2014)
Issue (Month): C ()
Pages: 20-33

as
in new window

Handle: RePEc:eee:ehbiol:v:13:y:2014:i:c:p:20-33
Contact details of provider: Web page: http://www.elsevier.com/locate/inca/622964

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. Michael L. Anderson & David A. Matsa, 2011. "Are Restaurants Really Supersizing America?," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 152-88, January.
  2. Gundersen, Craig & Kreider, Brent & Pepper, John V., 2011. "The Impact of the National School Lunch Program on Child Health: A Nonparametric Bounds Analysis," Staff General Research Papers 32720, Iowa State University, Department of Economics.
  3. 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.
  4. Charles F. Manski & John V. Pepper, 1998. "Monotone Instrumental Variables with an Application to the Returns to Schooling," NBER Technical Working Papers 0224, National Bureau of Economic Research, Inc.
  5. Charles F. Manski, 1989. "Anatomy of the Selection Problem," Journal of Human Resources, University of Wisconsin Press, vol. 24(3), pages 343-360.
  6. Cao, Xinyu (Jason) & Xu, Zhiyi & Fan, Yingling, 2010. "Exploring the connections among residential location, self-selection, and driving: Propensity score matching with multiple treatments," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(10), pages 797-805, December.
  7. Ackerson, Leland K. & Kawachi, Ichiro & Barbeau, Elizabeth M. & Subramanian, S.V., 2008. "Geography of underweight and overweight among women in India: A multilevel analysis of 3204 neighborhoods in 26 states," Economics & Human Biology, Elsevier, vol. 6(2), pages 264-280, July.
  8. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
  9. Andrew J. Plantinga & Stephanie Bernell, 2007. "The Association Between Urban Sprawl And Obesity: Is It A Two-Way Street?," Journal of Regional Science, Wiley Blackwell, vol. 47(5), pages 857-879.
  10. Michael Grossman & Robert Kaestner & Sara Markowitz, 2002. "Get High and Get Stupid: The Effect of Alcohol and Marijuana Use on Teen Sexual Behavior," NBER Working Papers 9216, National Bureau of Economic Research, Inc.
  11. Manski, Charles F, 1990. "Nonparametric Bounds on Treatment Effects," American Economic Review, American Economic Association, vol. 80(2), pages 319-23, May.
  12. Douglas Massey, 1996. "The age of extremes: Concentrated affluence and poverty in the twenty-first century," Demography, Springer, vol. 33(4), pages 395-412, November.
  13. Meyer, Bruce D, 1995. "Natural and Quasi-experiments in Economics," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 151-61, April.
  14. Charles M. Tiebout, 1956. "A Pure Theory of Local Expenditures," Journal of Political Economy, University of Chicago Press, vol. 64, pages 416.
  15. repec:att:wimass:9604 is not listed on IDEAS
  16. Courtemanche, Charles & Carden, Art, 2008. "Supersizing Supercenters? The Impact of Wal-Mart Supercenters on Body Mass Index and Obesity," Working Papers 09-3, University of North Carolina at Greensboro, Department of Economics, revised 29 Jan 2009.
  17. Brian Krauth, 2005. "Peer effects and selection effects on smoking among Canadian youth," Canadian Journal of Economics, Canadian Economics Association, vol. 38(3), pages 735-757, August.
  18. Dustmann, Christian & Preston, Ian, 1998. "Attitudes to Ethnic Minorities, Ethnic Context and Location Decisions," CEPR Discussion Papers 1942, C.E.P.R. Discussion Papers.
  19. Wight, Richard G. & Cummings, Janet R. & Miller-Martinez, Dana & Karlamangla, Arun S. & Seeman, Teresa E. & Aneshensel, Carol S., 2008. "A multilevel analysis of urban neighborhood socioeconomic disadvantage and health in late life," Social Science & Medicine, Elsevier, vol. 66(4), pages 862-872, February.
  20. Do, D. Phuong & Dubowitz, Tamara & Bird, Chloe E. & Lurie, Nicole & Escarce, Jose J. & Finch, Brian K., 2007. "Neighborhood context and ethnicity differences in body mass index: A multilevel analysis using the NHANES III survey (1988-1994)," Economics & Human Biology, Elsevier, vol. 5(2), pages 179-203, July.
  21. Michael Hurd & F. Thomas Juster & James P. Smith, 2003. "Enhancing the Quality of Data on Income: Recent Innovations from the HRS," Journal of Human Resources, University of Wisconsin Press, vol. 38(3).
  22. Powell, Lisa M. & Bao, Yanjun, 2009. "Food prices, access to food outlets and child weight," Economics & Human Biology, Elsevier, vol. 7(1), pages 64-72, March.
  23. Zhao, Zhenxiang & Kaestner, Robert, 2010. "Effects of urban sprawl on obesity," Journal of Health Economics, Elsevier, vol. 29(6), pages 779-787, December.
  24. H. Spencer Banzhaf & Randall P. Walsh, 2008. "Do People Vote with Their Feet? An Empirical Test of Tiebout," American Economic Review, American Economic Association, vol. 98(3), pages 843-63, June.
  25. Robert, Stephanie A. & Reither, Eric N., 2004. "A multilevel analysis of race, community disadvantage, and body mass index among adults in the US," Social Science & Medicine, Elsevier, vol. 59(12), pages 2421-2434, December.
  26. Xinyu Cao & Susan Handy & Patricia Mokhtarian, 2006. "The Influences of the Built Environment and Residential Self-Selection on Pedestrian Behavior: Evidence from Austin, TX," Transportation, Springer, vol. 33(1), pages 1-20, 01.
  27. Gundersen, Craig & Kreider, Brent, 2008. "Bounding the Effects of Food Insecurity on Children's Health Outcomes," Staff General Research Papers 13008, Iowa State University, Department of Economics.
  28. Charles F. Manski, 1997. "Monotone Treatment Response," Econometrica, Econometric Society, vol. 65(6), pages 1311-1334, November.
  29. Janet Currie & W. Reed Walker, 2009. "Traffic Congestion and Infant Health: Evidence from E-ZPass," NBER Working Papers 15413, National Bureau of Economic Research, Inc.
  30. Oakes, J. Michael, 2004. "The (mis)estimation of neighborhood effects: causal inference for a practicable social epidemiology," Social Science & Medicine, Elsevier, vol. 58(10), pages 1929-1952, May.
  31. Stafford, M. & Cummins, S. & Macintyre, S. & Ellaway, A. & Marmot, M., 2005. "Gender differences in the associations between health and neighbourhood environment," Social Science & Medicine, Elsevier, vol. 60(8), pages 1681-1692, April.
  32. Inagami, Sanae & Cohen, Deborah A. & Finch, Brian K., 2007. "Non-residential neighborhood exposures suppress neighborhood effects on self-rated health," Social Science & Medicine, Elsevier, vol. 65(8), pages 1779-1791, October.
  33. S. V. Subramanian & Laura Kubzansky & Lisa Berkman & Martha Fay & Ichiro Kawachi, 2006. "Neighborhood Effects on the Self-Rated Health of Elders: Uncovering the Relative Importance of Structural and Service-Related Neighborhood Environments," Journals of Gerontology: Series B, Gerontological Society of America, vol. 61(3), pages S153-S160.
  34. Weden, Margaret M. & Carpiano, Richard M. & Robert, Stephanie A., 2008. "Subjective and objective neighborhood characteristics and adult health," Social Science & Medicine, Elsevier, vol. 66(6), pages 1256-1270, March.
  35. Jeremy Pais & Scott South & Kyle Crowder, 2009. "White Flight Revisited: A Multiethnic Perspective on Neighborhood Out-Migration," Population Research and Policy Review, Springer, vol. 28(3), pages 321-346, June.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:eee:ehbiol:v:13:y:2014:i:c:p:20-33. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Zhang, Lei)

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.