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Neighborhood level risk factors for type 1 diabetes in youth: the SEARCH case-control study
BACKGROUND: European ecologic studies suggest higher socioeconomic status is associated with higher incidence of type 1 diabetes. Using data from a case-control study of diabetes among racially/ethnically diverse youth in the United States (U.S.), we aimed to evaluate the independent impact of neigh...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3269381/ https://www.ncbi.nlm.nih.gov/pubmed/22230476 http://dx.doi.org/10.1186/1476-072X-11-1 |
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author | Liese, Angela D Puett, Robin C Lamichhane, Archana P Nichols, Michele D Dabelea, Dana Lawson, Andrew B Porter, Dwayne E Hibbert, James D D'Agostino, Ralph B Mayer-Davis, Elizabeth J |
author_facet | Liese, Angela D Puett, Robin C Lamichhane, Archana P Nichols, Michele D Dabelea, Dana Lawson, Andrew B Porter, Dwayne E Hibbert, James D D'Agostino, Ralph B Mayer-Davis, Elizabeth J |
author_sort | Liese, Angela D |
collection | PubMed |
description | BACKGROUND: European ecologic studies suggest higher socioeconomic status is associated with higher incidence of type 1 diabetes. Using data from a case-control study of diabetes among racially/ethnically diverse youth in the United States (U.S.), we aimed to evaluate the independent impact of neighborhood characteristics on type 1 diabetes risk. Data were available for 507 youth with type 1 diabetes and 208 healthy controls aged 10-22 years recruited in South Carolina and Colorado in 2003-2006. Home addresses were used to identify Census tracts of residence. Neighborhood-level variables were obtained from 2000 U.S. Census. Multivariate generalized linear mixed models were applied. RESULTS: Controlling for individual risk factors (age, gender, race/ethnicity, infant feeding, birth weight, maternal age, number of household residents, parental education, income, state), higher neighborhood household income (p = 0.005), proportion of population in managerial jobs (p = 0.02), with at least high school education (p = 0.005), working outside the county (p = 0.04) and vehicle ownership (p = 0.03) were each independently associated with increased odds of type 1 diabetes. Conversely, higher percent minority population (p = 0.0003), income from social security (p = 0.002), proportion of crowded households (0.0497) and poverty (p = 0.008) were associated with a decreased odds. CONCLUSIONS: Our study suggests that neighborhood characteristics related to greater affluence, occupation, and education are associated with higher type 1 diabetes risk. Further research is needed to understand mechanisms underlying the influence of neighborhood context. |
format | Online Article Text |
id | pubmed-3269381 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-32693812012-02-01 Neighborhood level risk factors for type 1 diabetes in youth: the SEARCH case-control study Liese, Angela D Puett, Robin C Lamichhane, Archana P Nichols, Michele D Dabelea, Dana Lawson, Andrew B Porter, Dwayne E Hibbert, James D D'Agostino, Ralph B Mayer-Davis, Elizabeth J Int J Health Geogr Research BACKGROUND: European ecologic studies suggest higher socioeconomic status is associated with higher incidence of type 1 diabetes. Using data from a case-control study of diabetes among racially/ethnically diverse youth in the United States (U.S.), we aimed to evaluate the independent impact of neighborhood characteristics on type 1 diabetes risk. Data were available for 507 youth with type 1 diabetes and 208 healthy controls aged 10-22 years recruited in South Carolina and Colorado in 2003-2006. Home addresses were used to identify Census tracts of residence. Neighborhood-level variables were obtained from 2000 U.S. Census. Multivariate generalized linear mixed models were applied. RESULTS: Controlling for individual risk factors (age, gender, race/ethnicity, infant feeding, birth weight, maternal age, number of household residents, parental education, income, state), higher neighborhood household income (p = 0.005), proportion of population in managerial jobs (p = 0.02), with at least high school education (p = 0.005), working outside the county (p = 0.04) and vehicle ownership (p = 0.03) were each independently associated with increased odds of type 1 diabetes. Conversely, higher percent minority population (p = 0.0003), income from social security (p = 0.002), proportion of crowded households (0.0497) and poverty (p = 0.008) were associated with a decreased odds. CONCLUSIONS: Our study suggests that neighborhood characteristics related to greater affluence, occupation, and education are associated with higher type 1 diabetes risk. Further research is needed to understand mechanisms underlying the influence of neighborhood context. BioMed Central 2012-01-09 /pmc/articles/PMC3269381/ /pubmed/22230476 http://dx.doi.org/10.1186/1476-072X-11-1 Text en Copyright ©2012 Liese et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Liese, Angela D Puett, Robin C Lamichhane, Archana P Nichols, Michele D Dabelea, Dana Lawson, Andrew B Porter, Dwayne E Hibbert, James D D'Agostino, Ralph B Mayer-Davis, Elizabeth J Neighborhood level risk factors for type 1 diabetes in youth: the SEARCH case-control study |
title | Neighborhood level risk factors for type 1 diabetes in youth: the SEARCH case-control study |
title_full | Neighborhood level risk factors for type 1 diabetes in youth: the SEARCH case-control study |
title_fullStr | Neighborhood level risk factors for type 1 diabetes in youth: the SEARCH case-control study |
title_full_unstemmed | Neighborhood level risk factors for type 1 diabetes in youth: the SEARCH case-control study |
title_short | Neighborhood level risk factors for type 1 diabetes in youth: the SEARCH case-control study |
title_sort | neighborhood level risk factors for type 1 diabetes in youth: the search case-control study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3269381/ https://www.ncbi.nlm.nih.gov/pubmed/22230476 http://dx.doi.org/10.1186/1476-072X-11-1 |
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