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Social capital and rates of gonorrhea and syphilis in the United States: Spatial regression analyses of state-level associations

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  • Semaan, Salaam
  • Sternberg, Maya
  • Zaidi, Akbar
  • Aral, Sevgi O.

Abstract

We conducted spatial regression analysis to account for spatial clustering of sexually transmitted diseases (STDs) and to examine the state-level association between social capital (using Putnam's public use data set) and rates of gonorrhea and syphilis. We conducted the analysis for the 48 contiguous states of the United States for 1990, 1995, and 2000 and controlled for the effects of regional variation in STD rates, and for state variation in poverty, income inequality, racial composition, and percentage aged 15-34 years. We compared the results of the spatial regression analysis with those of ordinary least squares (OLS) regression. Controlling for all population-level variables, the percentage of variation explained by the OLS regression and by the spatial regression were similar (mid-90s for gonorrhea and low-70s for syphilis), the standardized parameter estimates were similar, and the spatial lag parameter was not statistically significant. Social capital was not associated with STD rates when state variation in racial composition was included in the regression analysis. In this analysis, states with a higher proportion of residents who were African-American had higher STD rates. When we did not control for racial composition, regression analysis showed that states with higher social capital had lower STD rates. We conjecture that sexual networks and sexual mixing drive the association between social capital and STD rates and highlight important measurement and research questions that need elucidation to understand fully the relationship between social capital and STDs.

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  • Semaan, Salaam & Sternberg, Maya & Zaidi, Akbar & Aral, Sevgi O., 2007. "Social capital and rates of gonorrhea and syphilis in the United States: Spatial regression analyses of state-level associations," Social Science & Medicine, Elsevier, vol. 64(11), pages 2324-2341, June.
  • Handle: RePEc:eee:socmed:v:64:y:2007:i:11:p:2324-2341
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    1. Schwartz, S., 1994. "The fallacy of the ecological fallacy: The potential misuse of a concept and the consequences," American Journal of Public Health, American Public Health Association, vol. 84(5), pages 819-824.
    2. Weitzman, E.R. & Kawachi, I., 2000. "Giving means receiving: The protective effect of social capital on binge drinking on college campuses," American Journal of Public Health, American Public Health Association, vol. 90(12), pages 1936-1939.
    3. Kerani, R.P. & Handcock, M.S. & Handsfield, H.H. & Holmes, K.K., 2005. "Comparative geographic concentrations of 4 sexually transmitted infections," American Journal of Public Health, American Public Health Association, vol. 95(2), pages 324-330.
    4. Lomas, Jonathan, 1998. "Social capital and health: Implications for public health and epidemiology," Social Science & Medicine, Elsevier, vol. 47(9), pages 1181-1188, November.
    5. Shortt, S. E. D., 2004. "Making sense of social capital, health and policy," Health Policy, Elsevier, vol. 70(1), pages 11-22, October.
    6. Hean, Sarah & Cowley, Sarah & Forbes, Angus & Griffiths, Peter & Maben, Jill, 2003. "The M-C-M' cycle and social capital," Social Science & Medicine, Elsevier, vol. 56(5), pages 1061-1072, March.
    7. Kawachi, Ichiro & Kennedy, Bruce P. & Wilkinson, Richard G., 1999. "Crime: social disorganization and relative deprivation," Social Science & Medicine, Elsevier, vol. 48(6), pages 719-731, March.
    8. Kawachi, I. & Kennedy, B.P. & Lochner, K. & Prothrow-Stith, D., 1997. "Social capital, income inequality, and mortality," American Journal of Public Health, American Public Health Association, vol. 87(9), pages 1491-1498.
    9. Thomas, James C. & Clark, Michele & Robinson, Jadis & Monnett, Martha & Kilmarx, Peter H. & Peterman, Thomas A., 1999. "The social ecology of syphilis," Social Science & Medicine, Elsevier, vol. 48(8), pages 1081-1094, April.
    10. Cohen, D. & Spear, S. & Scribner, R. & Kissinger, P. & Mason, K. & Wildgen, J., 2000. "'Broken windows' and the risk of gonorrhea," American Journal of Public Health, American Public Health Association, vol. 90(2), pages 230-236.
    11. Anselin, Luc & Hudak, Sheri, 1992. "Spatial econometrics in practice : A review of software options," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 509-536, September.
    12. Susser, M., 1994. "The logic in ecological: I. The logic of analysis," American Journal of Public Health, American Public Health Association, vol. 84(5), pages 825-829.
    13. Krieger, N. & William, D. & Zierler, S. & Bhopal, R.S. & Donaldson, L.J., 1999. "'Whiting out' white privilege will not advance the study of how racism harms health," American Journal of Public Health, American Public Health Association, vol. 89(5), pages 782-785.
    14. Lundborg, Petter, 2005. "Social capital and substance use among Swedish adolescents--an explorative study," Social Science & Medicine, Elsevier, vol. 61(6), pages 1151-1158, September.
    15. Subramanian, S. V. & Kawachi, Ichiro & Kennedy, Bruce P., 2001. "Does the state you live in make a difference? Multilevel analysis of self-rated health in the US," Social Science & Medicine, Elsevier, vol. 53(1), pages 9-19, July.
    16. Poortinga, Wouter, 2006. "Social relations or social capital? Individual and community health effects of bonding social capital," Social Science & Medicine, Elsevier, vol. 63(1), pages 255-270, July.
    17. Caughy, Margaret O'Brien & O'Campo, Patricia J. & Muntaner, Carles, 2003. "When being alone might be better: neighborhood poverty, social capital, and child mental health," Social Science & Medicine, Elsevier, vol. 57(2), pages 227-237, July.
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    4. Porter, Jeremy R. & Purser, Christopher W., 2010. "Social disorganization, marriage, and reported crime: A spatial econometrics examination of family formation and criminal offending," Journal of Criminal Justice, Elsevier, vol. 38(5), pages 942-950, September.

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