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Erschienen in: Journal of Community Health 4/2014

01.08.2014 | Original Paper

The Effect of Neighborhood and Individual Characteristics on Pediatric Critical Illness

verfasst von: David Epstein, Michael Reibel, Jennifer B. Unger, Myles Cockburn, Loraine A. Escobedo, David C. Kale, Jennifer C. Chang, Jeffrey I. Gold

Erschienen in: Journal of Community Health | Ausgabe 4/2014

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Abstract

The relationship between neighborhood/individual characteristics and pediatric intensive care unit (PICU) outcomes is largely unexplored. We hypothesized that individual-level racial/ethnic minority status and neighborhood-level low socioeconomic status and minority concentration would adversely affect children’s severity of illness on admission to the PICU. Retrospective analyses (1/1/2007–5/23/2011) of clinical, geographic, and demographic data were conducted at an academic, tertiary children’s hospital PICU. Clinical data included age, diagnosis, insurance, race/ethnicity, Pediatric Index of Mortality 2 score on presentation to the PICU (PIM2), and mortality. Residential addresses were geocoded and linked with 2010 US Census tract data using geographic information systems geocoding techniques. Repeated measures models to predict PIM2 and mortality were constructed using three successive models with theorized covariates including the patient’s race/ethnicity, the predominant neighborhood racial/ethnic group, interactions between patient race/ethnicity and neighborhood race/ethnicity, neighborhood socioeconomic status, and insurance type. Of the 5,390 children, 57.8 % were Latino and 70.1 % possessed government insurance. Latino children (β = 0.31; p < 0.01), especially Latino children living in a Latino ethnic enclave (β = 1.13; p < 0.05), had higher PIM2 scores compared with non-Latinos. Children with government insurance (β = 0.29; p < 0.01) had higher PIM2 scores compared to children with other payment types and median neighborhood income was inversely associated with PIM2 scores (β = −0.04 per $10,000/year of income; p < 0.05). Lower median neighborhood income, Latino ethnicity, Latino children living in a predominantly Latino neighborhood, and children possessing government insurance were associated with a higher severity of illness on PICU admission. The reasons why these factors affect critical illness severity require further exploration.
Literatur
1.
Zurück zum Zitat Institute of Medicine (U.S.). (2003). Committee on understanding and eliminating racial and ethnic disparities in health care. In B. D. Smedley, A. Y. Stith, & A. R. Nelson (Eds.), Unequal treatment confronting racial and ethnic disparities in health care. Washington, DC: The National Academies Press. Institute of Medicine (U.S.). (2003). Committee on understanding and eliminating racial and ethnic disparities in health care. In B. D. Smedley, A. Y. Stith, & A. R. Nelson (Eds.), Unequal treatment confronting racial and ethnic disparities in health care. Washington, DC: The National Academies Press.
2.
Zurück zum Zitat Epstein, A. M., Ayanian, J. Z., Keogh, J. H., et al. (2000). Racial disparities in access to renal transplantation–clinically appropriate or due to underuse or overuse? The New England Journal of Medicine, 343(21), 1537–1544, 1532 p preceding 1537. Epstein, A. M., Ayanian, J. Z., Keogh, J. H., et al. (2000). Racial disparities in access to renal transplantation–clinically appropriate or due to underuse or overuse? The New England Journal of Medicine, 343(21), 1537–1544, 1532 p preceding 1537.
3.
Zurück zum Zitat Bach, P. B., Cramer, L. D., Warren, J. L., & Begg, C. B. (1999). Racial differences in the treatment of early-stage lung cancer. The New England Journal of Medicine, 341(16), 1198–1205.PubMedCrossRef Bach, P. B., Cramer, L. D., Warren, J. L., & Begg, C. B. (1999). Racial differences in the treatment of early-stage lung cancer. The New England Journal of Medicine, 341(16), 1198–1205.PubMedCrossRef
4.
Zurück zum Zitat Schulman, K. A., Berlin, J. A., Harless, W., et al. (1999). The effect of race and sex on physicians’ recommendations for cardiac catheterization. The New England Journal of Medicine, 340(8), 618–626.PubMedCrossRef Schulman, K. A., Berlin, J. A., Harless, W., et al. (1999). The effect of race and sex on physicians’ recommendations for cardiac catheterization. The New England Journal of Medicine, 340(8), 618–626.PubMedCrossRef
5.
Zurück zum Zitat Chan, P. S., Nichol, G., Krumholz, H. M., et al. (2009). Racial differences in survival after in-hospital cardiac arrest. JAMA, 302(11), 1195–1201.PubMedCentralPubMedCrossRef Chan, P. S., Nichol, G., Krumholz, H. M., et al. (2009). Racial differences in survival after in-hospital cardiac arrest. JAMA, 302(11), 1195–1201.PubMedCentralPubMedCrossRef
6.
Zurück zum Zitat Flores, G. (2010). Technical report–racial and ethnic disparities in the health and health care of children. Pediatrics, 125(4), e979–e1020.PubMedCrossRef Flores, G. (2010). Technical report–racial and ethnic disparities in the health and health care of children. Pediatrics, 125(4), e979–e1020.PubMedCrossRef
7.
Zurück zum Zitat Haider, A. H., Efron, D. T., Haut, E. R., DiRusso, S. M., Sullivan, T., Cornwell, E. E., III. (2007). Black children experience worse clinical and functional outcomes after traumatic brain injury: an analysis of the National Pediatric Trauma Registry. Journal of Trauma, 62(5), 1259–1262; discussion 1262–1253. Haider, A. H., Efron, D. T., Haut, E. R., DiRusso, S. M., Sullivan, T., Cornwell, E. E., III. (2007). Black children experience worse clinical and functional outcomes after traumatic brain injury: an analysis of the National Pediatric Trauma Registry. Journal of Trauma, 62(5), 1259–1262; discussion 1262–1253.
8.
Zurück zum Zitat Falcone, R. A, Jr, Martin, C., Brown, R. L., & Garcia, V. F. (2008). Despite overall low pediatric head injury mortality, disparities exist between races. Journal of Pediatric Surgery, 43(10), 1858–1864.PubMedCrossRef Falcone, R. A, Jr, Martin, C., Brown, R. L., & Garcia, V. F. (2008). Despite overall low pediatric head injury mortality, disparities exist between races. Journal of Pediatric Surgery, 43(10), 1858–1864.PubMedCrossRef
9.
Zurück zum Zitat Lopez, A. M., Tilford, J. M., Anand, K. J., et al. (2006). Variation in pediatric intensive care therapies and outcomes by race, gender, and insurance status. Pediatric Critical Care Medicine, 7(1), 2–6.PubMedCrossRef Lopez, A. M., Tilford, J. M., Anand, K. J., et al. (2006). Variation in pediatric intensive care therapies and outcomes by race, gender, and insurance status. Pediatric Critical Care Medicine, 7(1), 2–6.PubMedCrossRef
10.
Zurück zum Zitat Epstein, D., Wong, C. F., Khemani, R. G., et al. (2011). Race/Ethnicity is not associated with mortality in the PICU. Pediatrics, 127(3), e588–e597.PubMedCrossRef Epstein, D., Wong, C. F., Khemani, R. G., et al. (2011). Race/Ethnicity is not associated with mortality in the PICU. Pediatrics, 127(3), e588–e597.PubMedCrossRef
11.
Zurück zum Zitat Berkman, N. D., Sheridan, S. L., Donahue, K. E., Halpern, D. J., & Crotty, K. (2011). Low health literacy and health outcomes: an updated systematic review. Annals of Internal Medicine, 155(2), 97–107.PubMedCrossRef Berkman, N. D., Sheridan, S. L., Donahue, K. E., Halpern, D. J., & Crotty, K. (2011). Low health literacy and health outcomes: an updated systematic review. Annals of Internal Medicine, 155(2), 97–107.PubMedCrossRef
12.
Zurück zum Zitat Joshi, S., Gaynor, J. J., Bayers, S., et al. (2013). Disparities among Blacks, Hispanics, and Whites in time from starting dialysis to kidney transplant waitlisting. Transplantation, 95(2), 309–318.PubMedCrossRef Joshi, S., Gaynor, J. J., Bayers, S., et al. (2013). Disparities among Blacks, Hispanics, and Whites in time from starting dialysis to kidney transplant waitlisting. Transplantation, 95(2), 309–318.PubMedCrossRef
13.
Zurück zum Zitat Reitzel, L. R., Nguyen, N., Zafereo, M. E., Li, G., Wei, Q., & Sturgis, E. M. (2012). Neighborhood deprivation and clinical outcomes among head and neck cancer patients. Health Place, 18(4), 861–868.PubMedCentralPubMedCrossRef Reitzel, L. R., Nguyen, N., Zafereo, M. E., Li, G., Wei, Q., & Sturgis, E. M. (2012). Neighborhood deprivation and clinical outcomes among head and neck cancer patients. Health Place, 18(4), 861–868.PubMedCentralPubMedCrossRef
14.
Zurück zum Zitat Cerda, M., Buka, S. L., & Rich-Edwards, J. W. (2008). Neighborhood influences on the association between maternal age and birthweight: a multilevel investigation of age-related disparities in health. Social Science and Medicine, 66(9), 2048–2060.PubMedCentralPubMedCrossRef Cerda, M., Buka, S. L., & Rich-Edwards, J. W. (2008). Neighborhood influences on the association between maternal age and birthweight: a multilevel investigation of age-related disparities in health. Social Science and Medicine, 66(9), 2048–2060.PubMedCentralPubMedCrossRef
15.
Zurück zum Zitat Wisnivesky, J. P., Krauskopf, K., Wolf, M. S., et al. (2012). The association between language proficiency and outcomes of elderly patients with asthma. Annals of Allergy, Asthma & Immunology, 109(3), 179–184.CrossRef Wisnivesky, J. P., Krauskopf, K., Wolf, M. S., et al. (2012). The association between language proficiency and outcomes of elderly patients with asthma. Annals of Allergy, Asthma & Immunology, 109(3), 179–184.CrossRef
16.
Zurück zum Zitat Peterson, P. N., Campagna, E. J., Maravi, M., et al. (2012). Acculturation and outcomes among patients with heart failure. Circulation Heart Failure, 5(2), 160–166.PubMedCentralPubMedCrossRef Peterson, P. N., Campagna, E. J., Maravi, M., et al. (2012). Acculturation and outcomes among patients with heart failure. Circulation Heart Failure, 5(2), 160–166.PubMedCentralPubMedCrossRef
17.
Zurück zum Zitat Reibel, M. (2007). Geographic information systems and spatial data processing in demography: a review. Population Research and Policy Review, 26, 601–618.CrossRef Reibel, M. (2007). Geographic information systems and spatial data processing in demography: a review. Population Research and Policy Review, 26, 601–618.CrossRef
18.
Zurück zum Zitat Comer, K. F., Grannis, S., Dixon, B. E., Bodenhamer, D. J., & Wiehe, S. E. (2011). Incorporating geospatial capacity within clinical data systems to address social determinants of health. Public Health Reports, 126(Suppl 3), 54–61.PubMedCentralPubMed Comer, K. F., Grannis, S., Dixon, B. E., Bodenhamer, D. J., & Wiehe, S. E. (2011). Incorporating geospatial capacity within clinical data systems to address social determinants of health. Public Health Reports, 126(Suppl 3), 54–61.PubMedCentralPubMed
19.
Zurück zum Zitat Guttmann, A., Shipman, S. A., Lam, K., Goodman, D. C., & Stukel, T. A. (2010). Primary care physician supply and children’s health care use, access, and outcomes: findings from Canada. Pediatrics, 125(6), 1119–1126.PubMedCrossRef Guttmann, A., Shipman, S. A., Lam, K., Goodman, D. C., & Stukel, T. A. (2010). Primary care physician supply and children’s health care use, access, and outcomes: findings from Canada. Pediatrics, 125(6), 1119–1126.PubMedCrossRef
20.
Zurück zum Zitat Shipman, S. A., Lan, J., Chang, C. H., & Goodman, D. C. (2011). Geographic maldistribution of primary care for children. Pediatrics, 127(1), 19–27.PubMedCentralPubMedCrossRef Shipman, S. A., Lan, J., Chang, C. H., & Goodman, D. C. (2011). Geographic maldistribution of primary care for children. Pediatrics, 127(1), 19–27.PubMedCentralPubMedCrossRef
21.
Zurück zum Zitat Rodriguez, R. A., Sen, S., Mehta, K., Moody-Ayers, S., Bacchetti, P., & O’Hare, A. M. (2007). Geography matters: relationships among urban residential segregation, dialysis facilities, and patient outcomes. Annals of Internal Medicine, 146(7), 493–501.PubMedCrossRef Rodriguez, R. A., Sen, S., Mehta, K., Moody-Ayers, S., Bacchetti, P., & O’Hare, A. M. (2007). Geography matters: relationships among urban residential segregation, dialysis facilities, and patient outcomes. Annals of Internal Medicine, 146(7), 493–501.PubMedCrossRef
22.
Zurück zum Zitat Colvin, J. D., Zaniletti, I., Fieldston, E. S., et al. (2013). Socioeconomic status and in-hospital pediatric mortality. Pediatrics, 131(1), e182–e190.PubMedCrossRef Colvin, J. D., Zaniletti, I., Fieldston, E. S., et al. (2013). Socioeconomic status and in-hospital pediatric mortality. Pediatrics, 131(1), e182–e190.PubMedCrossRef
23.
Zurück zum Zitat Mendu, M. L., Zager, S., Gibbons, F. K., & Christopher, K. B. (2012). Relationship between neighborhood poverty rate and bloodstream infections in the critically ill*. Critical Care Medicine, 40(5), 1427–1436.PubMedCrossRef Mendu, M. L., Zager, S., Gibbons, F. K., & Christopher, K. B. (2012). Relationship between neighborhood poverty rate and bloodstream infections in the critically ill*. Critical Care Medicine, 40(5), 1427–1436.PubMedCrossRef
24.
Zurück zum Zitat Pitblado, J. R., & Pong, R. W. (1999). Geographic distribution of physicians in Canada. Sudbury: Laurentian University Centre for Rural and Northern Health Research. Pitblado, J. R., & Pong, R. W. (1999). Geographic distribution of physicians in Canada. Sudbury: Laurentian University Centre for Rural and Northern Health Research.
25.
Zurück zum Zitat Watson, D., Black, C., & Reid, R. (2006). Primary health care in BC: Physician supply, distribution and practice collocation (1996/97 to 2004/05). Vancouver: UBC Centre for Health Services and Policy Research. Watson, D., Black, C., & Reid, R. (2006). Primary health care in BC: Physician supply, distribution and practice collocation (1996/97 to 2004/05). Vancouver: UBC Centre for Health Services and Policy Research.
26.
Zurück zum Zitat Slater, A., Shann, F., & Pearson, G. (2003). PIM2: a revised version of the paediatric index of mortality. Intensive Care Medicine, 29(2), 278–285.PubMed Slater, A., Shann, F., & Pearson, G. (2003). PIM2: a revised version of the paediatric index of mortality. Intensive Care Medicine, 29(2), 278–285.PubMed
30.
Zurück zum Zitat Osypuk, T. L., Diez Roux, A. V., Hadley, C., & Kandula, N. R. (2009). Are immigrant enclaves healthy places to live? The multi-ethnic study of atherosclerosis. Social Science and Medicine, 69(1), 110–120.PubMedCentralPubMedCrossRef Osypuk, T. L., Diez Roux, A. V., Hadley, C., & Kandula, N. R. (2009). Are immigrant enclaves healthy places to live? The multi-ethnic study of atherosclerosis. Social Science and Medicine, 69(1), 110–120.PubMedCentralPubMedCrossRef
31.
Zurück zum Zitat Roy, A. L., Hughes, D., Yoshikawa, H. (2013). Intersections between nativity, ethnic density, and neighborhood SES: Using an ethnic enclave framework to explore variation in Puerto Ricans’ Physical Health. American journal of Community Psychology. (Epub ahead of print). Roy, A. L., Hughes, D., Yoshikawa, H. (2013). Intersections between nativity, ethnic density, and neighborhood SES: Using an ethnic enclave framework to explore variation in Puerto Ricans’ Physical Health. American journal of Community Psychology. (Epub ahead of print).
32.
Zurück zum Zitat Isaacs, S. L., & Schroeder, S. A. (2004). Class—the ignored determinant of the nation’s health. New England Journal of Medicine, 351(11), 1137–1142.PubMedCrossRef Isaacs, S. L., & Schroeder, S. A. (2004). Class—the ignored determinant of the nation’s health. New England Journal of Medicine, 351(11), 1137–1142.PubMedCrossRef
33.
Zurück zum Zitat Mendoza, F. S. (2009). Health disparities and children in immigrant families: a research agenda. Pediatrics, 124(Suppl 3), S187–S195.PubMedCrossRef Mendoza, F. S. (2009). Health disparities and children in immigrant families: a research agenda. Pediatrics, 124(Suppl 3), S187–S195.PubMedCrossRef
34.
Zurück zum Zitat DeWalt, D. A., & Hink, A. (2009). Health literacy and child health outcomes: a systematic review of the literature. Pediatrics, 124(Suppl 3), S265–S274.PubMedCrossRef DeWalt, D. A., & Hink, A. (2009). Health literacy and child health outcomes: a systematic review of the literature. Pediatrics, 124(Suppl 3), S265–S274.PubMedCrossRef
35.
Zurück zum Zitat Sanders, L. M., Federico, S., Klass, P., Abrams, M. A., & Dreyer, B. (2009). Literacy and child health: a systematic review. Archives of Pediatrics and Adolescent Medicine, 163(2), 131–140.PubMedCrossRef Sanders, L. M., Federico, S., Klass, P., Abrams, M. A., & Dreyer, B. (2009). Literacy and child health: a systematic review. Archives of Pediatrics and Adolescent Medicine, 163(2), 131–140.PubMedCrossRef
36.
Zurück zum Zitat van Doorslaer, E., Masseria, C., & Koolman, X. (2006). Inequalities in access to medical care by income in developed countries. CMAJ, 174(2), 177–183.PubMedCentralPubMedCrossRef van Doorslaer, E., Masseria, C., & Koolman, X. (2006). Inequalities in access to medical care by income in developed countries. CMAJ, 174(2), 177–183.PubMedCentralPubMedCrossRef
37.
Zurück zum Zitat Zager, S., Mendu, M. L., Chang, D., et al. (2011). Neighborhood poverty rate and mortality in patients receiving critical care in the academic medical center setting. Chest, 139(6), 1368–1379.PubMedCentralPubMedCrossRef Zager, S., Mendu, M. L., Chang, D., et al. (2011). Neighborhood poverty rate and mortality in patients receiving critical care in the academic medical center setting. Chest, 139(6), 1368–1379.PubMedCentralPubMedCrossRef
Metadaten
Titel
The Effect of Neighborhood and Individual Characteristics on Pediatric Critical Illness
verfasst von
David Epstein
Michael Reibel
Jennifer B. Unger
Myles Cockburn
Loraine A. Escobedo
David C. Kale
Jennifer C. Chang
Jeffrey I. Gold
Publikationsdatum
01.08.2014
Verlag
Springer US
Erschienen in
Journal of Community Health / Ausgabe 4/2014
Print ISSN: 0094-5145
Elektronische ISSN: 1573-3610
DOI
https://doi.org/10.1007/s10900-014-9823-0

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