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Cooper HLF, West B, Linton S, Hunter-Jones J, Zlotorzynska M, Stall R, Wolfe ME, Williams L, Hall HI, Cleland C, Tempalski B, Friedman SR. Contextual Predictors of Injection Drug Use Among Black Adolescents and Adults in US Metropolitan Areas, 1993-2007. Am J Public Health 2015; 106:517-26. [PMID: 26691126 DOI: 10.2105/ajph.2015.302911] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVES We sought to determine whether contextual factors shape injection drug use among Black adolescents and adults. METHODS For this longitudinal study of 95 US metropolitan statistical areas (MSAs), we drew annual MSA-specific estimates of the prevalence of injection drug use (IDU) among Black adolescents and adults in 1993 through 2007 from 3 surveillance databases. We used existing administrative data to measure MSA-level socioeconomic status; criminal justice activities; expenditures on social welfare, health, and policing; and histories of Black uprisings (1960-1969) and urban renewal funding (1949-1974). We regressed Black IDU prevalence on these predictors by using hierarchical linear models. RESULTS Black IDU prevalence was lower in MSAs with declining Black high-school dropout rates, a history of Black uprisings, higher percentages of Black residents, and, in MSAs where 1992 White income was high, higher 1992 Black income. Incarceration rates were unrelated. CONCLUSIONS Contextual factors shape patterns of drug use among Black individuals. Structural interventions, especially those that improve Black socioeconomic security and political strength, may help reduce IDU among Black adolescents and adults.
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Affiliation(s)
- Hannah L F Cooper
- Hannah L. F. Cooper, Sabriya Linton, Josalin Hunter-Jones, Maria Zlotorzynska, and Mary E. Wolfe are with the Department of Behavioral Sciences and Health Education, Rollins School of Public Health, Emory University, Atlanta, GA. Brooke West is with the Division of Global Public Health, University of California at San Diego, La Jolla. Leslie Williams, Barbara Tempalski, and Samuel R. Friedman are with National Development and Research Institutes Inc, New York, NY. Ron Stall is with the Department of Behavioral and Community Health Sciences and Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA. H. Irene Hall is with the HIV Incidence and Case Surveillance Branch, Centers for Disease Control and Prevention, Atlanta. Charles Cleland is at the School of Nursing, New York University, New York, NY
| | - Brooke West
- Hannah L. F. Cooper, Sabriya Linton, Josalin Hunter-Jones, Maria Zlotorzynska, and Mary E. Wolfe are with the Department of Behavioral Sciences and Health Education, Rollins School of Public Health, Emory University, Atlanta, GA. Brooke West is with the Division of Global Public Health, University of California at San Diego, La Jolla. Leslie Williams, Barbara Tempalski, and Samuel R. Friedman are with National Development and Research Institutes Inc, New York, NY. Ron Stall is with the Department of Behavioral and Community Health Sciences and Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA. H. Irene Hall is with the HIV Incidence and Case Surveillance Branch, Centers for Disease Control and Prevention, Atlanta. Charles Cleland is at the School of Nursing, New York University, New York, NY
| | - Sabriya Linton
- Hannah L. F. Cooper, Sabriya Linton, Josalin Hunter-Jones, Maria Zlotorzynska, and Mary E. Wolfe are with the Department of Behavioral Sciences and Health Education, Rollins School of Public Health, Emory University, Atlanta, GA. Brooke West is with the Division of Global Public Health, University of California at San Diego, La Jolla. Leslie Williams, Barbara Tempalski, and Samuel R. Friedman are with National Development and Research Institutes Inc, New York, NY. Ron Stall is with the Department of Behavioral and Community Health Sciences and Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA. H. Irene Hall is with the HIV Incidence and Case Surveillance Branch, Centers for Disease Control and Prevention, Atlanta. Charles Cleland is at the School of Nursing, New York University, New York, NY
| | - Josalin Hunter-Jones
- Hannah L. F. Cooper, Sabriya Linton, Josalin Hunter-Jones, Maria Zlotorzynska, and Mary E. Wolfe are with the Department of Behavioral Sciences and Health Education, Rollins School of Public Health, Emory University, Atlanta, GA. Brooke West is with the Division of Global Public Health, University of California at San Diego, La Jolla. Leslie Williams, Barbara Tempalski, and Samuel R. Friedman are with National Development and Research Institutes Inc, New York, NY. Ron Stall is with the Department of Behavioral and Community Health Sciences and Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA. H. Irene Hall is with the HIV Incidence and Case Surveillance Branch, Centers for Disease Control and Prevention, Atlanta. Charles Cleland is at the School of Nursing, New York University, New York, NY
| | - Maria Zlotorzynska
- Hannah L. F. Cooper, Sabriya Linton, Josalin Hunter-Jones, Maria Zlotorzynska, and Mary E. Wolfe are with the Department of Behavioral Sciences and Health Education, Rollins School of Public Health, Emory University, Atlanta, GA. Brooke West is with the Division of Global Public Health, University of California at San Diego, La Jolla. Leslie Williams, Barbara Tempalski, and Samuel R. Friedman are with National Development and Research Institutes Inc, New York, NY. Ron Stall is with the Department of Behavioral and Community Health Sciences and Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA. H. Irene Hall is with the HIV Incidence and Case Surveillance Branch, Centers for Disease Control and Prevention, Atlanta. Charles Cleland is at the School of Nursing, New York University, New York, NY
| | - Ron Stall
- Hannah L. F. Cooper, Sabriya Linton, Josalin Hunter-Jones, Maria Zlotorzynska, and Mary E. Wolfe are with the Department of Behavioral Sciences and Health Education, Rollins School of Public Health, Emory University, Atlanta, GA. Brooke West is with the Division of Global Public Health, University of California at San Diego, La Jolla. Leslie Williams, Barbara Tempalski, and Samuel R. Friedman are with National Development and Research Institutes Inc, New York, NY. Ron Stall is with the Department of Behavioral and Community Health Sciences and Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA. H. Irene Hall is with the HIV Incidence and Case Surveillance Branch, Centers for Disease Control and Prevention, Atlanta. Charles Cleland is at the School of Nursing, New York University, New York, NY
| | - Mary E Wolfe
- Hannah L. F. Cooper, Sabriya Linton, Josalin Hunter-Jones, Maria Zlotorzynska, and Mary E. Wolfe are with the Department of Behavioral Sciences and Health Education, Rollins School of Public Health, Emory University, Atlanta, GA. Brooke West is with the Division of Global Public Health, University of California at San Diego, La Jolla. Leslie Williams, Barbara Tempalski, and Samuel R. Friedman are with National Development and Research Institutes Inc, New York, NY. Ron Stall is with the Department of Behavioral and Community Health Sciences and Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA. H. Irene Hall is with the HIV Incidence and Case Surveillance Branch, Centers for Disease Control and Prevention, Atlanta. Charles Cleland is at the School of Nursing, New York University, New York, NY
| | - Leslie Williams
- Hannah L. F. Cooper, Sabriya Linton, Josalin Hunter-Jones, Maria Zlotorzynska, and Mary E. Wolfe are with the Department of Behavioral Sciences and Health Education, Rollins School of Public Health, Emory University, Atlanta, GA. Brooke West is with the Division of Global Public Health, University of California at San Diego, La Jolla. Leslie Williams, Barbara Tempalski, and Samuel R. Friedman are with National Development and Research Institutes Inc, New York, NY. Ron Stall is with the Department of Behavioral and Community Health Sciences and Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA. H. Irene Hall is with the HIV Incidence and Case Surveillance Branch, Centers for Disease Control and Prevention, Atlanta. Charles Cleland is at the School of Nursing, New York University, New York, NY
| | - H Irene Hall
- Hannah L. F. Cooper, Sabriya Linton, Josalin Hunter-Jones, Maria Zlotorzynska, and Mary E. Wolfe are with the Department of Behavioral Sciences and Health Education, Rollins School of Public Health, Emory University, Atlanta, GA. Brooke West is with the Division of Global Public Health, University of California at San Diego, La Jolla. Leslie Williams, Barbara Tempalski, and Samuel R. Friedman are with National Development and Research Institutes Inc, New York, NY. Ron Stall is with the Department of Behavioral and Community Health Sciences and Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA. H. Irene Hall is with the HIV Incidence and Case Surveillance Branch, Centers for Disease Control and Prevention, Atlanta. Charles Cleland is at the School of Nursing, New York University, New York, NY
| | - Charles Cleland
- Hannah L. F. Cooper, Sabriya Linton, Josalin Hunter-Jones, Maria Zlotorzynska, and Mary E. Wolfe are with the Department of Behavioral Sciences and Health Education, Rollins School of Public Health, Emory University, Atlanta, GA. Brooke West is with the Division of Global Public Health, University of California at San Diego, La Jolla. Leslie Williams, Barbara Tempalski, and Samuel R. Friedman are with National Development and Research Institutes Inc, New York, NY. Ron Stall is with the Department of Behavioral and Community Health Sciences and Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA. H. Irene Hall is with the HIV Incidence and Case Surveillance Branch, Centers for Disease Control and Prevention, Atlanta. Charles Cleland is at the School of Nursing, New York University, New York, NY
| | - Barbara Tempalski
- Hannah L. F. Cooper, Sabriya Linton, Josalin Hunter-Jones, Maria Zlotorzynska, and Mary E. Wolfe are with the Department of Behavioral Sciences and Health Education, Rollins School of Public Health, Emory University, Atlanta, GA. Brooke West is with the Division of Global Public Health, University of California at San Diego, La Jolla. Leslie Williams, Barbara Tempalski, and Samuel R. Friedman are with National Development and Research Institutes Inc, New York, NY. Ron Stall is with the Department of Behavioral and Community Health Sciences and Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA. H. Irene Hall is with the HIV Incidence and Case Surveillance Branch, Centers for Disease Control and Prevention, Atlanta. Charles Cleland is at the School of Nursing, New York University, New York, NY
| | - Samuel R Friedman
- Hannah L. F. Cooper, Sabriya Linton, Josalin Hunter-Jones, Maria Zlotorzynska, and Mary E. Wolfe are with the Department of Behavioral Sciences and Health Education, Rollins School of Public Health, Emory University, Atlanta, GA. Brooke West is with the Division of Global Public Health, University of California at San Diego, La Jolla. Leslie Williams, Barbara Tempalski, and Samuel R. Friedman are with National Development and Research Institutes Inc, New York, NY. Ron Stall is with the Department of Behavioral and Community Health Sciences and Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA. H. Irene Hall is with the HIV Incidence and Case Surveillance Branch, Centers for Disease Control and Prevention, Atlanta. Charles Cleland is at the School of Nursing, New York University, New York, NY
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Nelson EJ, Shacham E, Boutwell BB, Rosenfeld R, Schootman M, Vaughn M, Lewis R. Childhood lead exposure and sexually transmitted infections: New evidence. ENVIRONMENTAL RESEARCH 2015; 143:131-137. [PMID: 26479187 DOI: 10.1016/j.envres.2015.10.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2015] [Revised: 10/08/2015] [Accepted: 10/09/2015] [Indexed: 06/05/2023]
Abstract
INTRODUCTION The adverse health effects of lead exposure in children are well documented and include intellectual and behavioral maladies. Childhood lead exposure has also been linked to impulsive behaviors, which, in turn, are associated with a host of negative health outcomes including an increased risk for sexually transmitted infections (STI). The purpose of this study was to assess the association of lead exposure with STI rates across census tracts in St. Louis City, Missouri. METHODS Incident cases of gonorrhea and chlamydia (GC) during 2011 were identified from the Missouri Department of Health and Senior Services and aggregated by census tract. We also geocoded the home address of 59,645 children >72 months in age who had blood lead level tests performed in St. Louis City from 1996 to 2007. Traditional regression and Bayesian spatial models were used to determine the relationship between GC and lead exposure while accounting for confounders (condom and alcohol availability, crime, and an index of concentrated disadvantage). RESULTS Incident GC rates were found to cluster across census tracts (Moran's I=0.13, p=0.006). After accounting for confounders and their spatial dependence, a linear relationship existed between lead exposure and GC incidence across census tracts, with higher GC rates occurring in the northern part of St. Louis City CONCLUSIONS At the census-tract level, higher lead exposure is associated with higher STI rates. Visualizing these patterns through maps may help deliver targeted interventions to reduce geographic disparities in GC rates.
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Affiliation(s)
- Erik J Nelson
- Department of Epidemiology, College for Public Health & Social Justice, Saint Louis University, 3545 Lafayette Avenue, St. Louis, MO 63104-1399, USA.
| | - Enbal Shacham
- Department of Epidemiology, College for Public Health & Social Justice, Saint Louis University, 3545 Lafayette Avenue, St. Louis, MO 63104-1399, USA
| | - Brian B Boutwell
- Department of Epidemiology, College for Public Health & Social Justice, Saint Louis University, 3545 Lafayette Avenue, St. Louis, MO 63104-1399, USA; School of Social Work, College for Public Health & Social Justice, Saint Louis University, 3550 Lindell Boulevard, St. Louis, MO 63103-1021, USA.
| | - Richard Rosenfeld
- Department of Criminology and Criminal Justice, University of Missouri-St. Louis, One University Blvd., St. Louis, MO 6312, USA.
| | - Mario Schootman
- Department of Epidemiology, College for Public Health & Social Justice, Saint Louis University, 3545 Lafayette Avenue, St. Louis, MO 63104-1399, USA
| | - Michael Vaughn
- School of Social Work, College for Public Health & Social Justice, Saint Louis University, 3550 Lindell Boulevard, St. Louis, MO 63103-1021, USA
| | - Roger Lewis
- Department of Environmental and Occupational Health, College for Public Health & Social Justice, Saint Louis University, 3545 Lafayette Avenue, St. Louis, MO 63104-1399, USA.
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