دورية أكاديمية
أعرض في EDS

A respiratory alert model for the Shenandoah Valley, Virginia, USA.

التفاصيل البيبلوغرافية
العنوان: A respiratory alert model for the Shenandoah Valley, Virginia, USA.
المؤلفون: Hondula DM; Department of Environmental Sciences, University of Virginia, Charlottesville, VA 22904, USA. dmh4j@virginia.edu, Davis RE, Knight DB, Sitka LJ, Enfield K, Gawtry SB, Stenger PJ, Deaton ML, Normile CP, Lee TR
المصدر: International journal of biometeorology [Int J Biometeorol] 2013 Jan; Vol. 57 (1), pp. 91-105. Date of Electronic Publication: 2012 Mar 22.
نوع المنشور: Journal Article; Research Support, Non-U.S. Gov't; Research Support, U.S. Gov't, Non-P.H.S.
اللغة: English
بيانات الدورية: Publisher: Springer Verlag Country of Publication: United States NLM ID: 0374716 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1254 (Electronic) Linking ISSN: 00207128 NLM ISO Abbreviation: Int J Biometeorol Subsets: MEDLINE
أسماء مطبوعة: Publication: New York, NY : Springer Verlag
Original Publication: Leiden.
مواضيع طبية MeSH: Models, Theoretical*, Hospitalization/*statistics & numerical data , Respiratory Tract Diseases/*epidemiology, Humans ; Respiratory Tract Diseases/prevention & control ; Seasons ; Virginia/epidemiology ; Weather
مستخلص: Respiratory morbidity (particularly COPD and asthma) can be influenced by short-term weather fluctuations that affect air quality and lung function. We developed a model to evaluate meteorological conditions associated with respiratory hospital admissions in the Shenandoah Valley of Virginia, USA. We generated ensembles of classification trees based on six years of respiratory-related hospital admissions (64,620 cases) and a suite of 83 potential environmental predictor variables. As our goal was to identify short-term weather linkages to high admission periods, the dependent variable was formulated as a binary classification of five-day moving average respiratory admission departures from the seasonal mean value. Accounting for seasonality removed the long-term apparent inverse relationship between temperature and admissions. We generated eight total models specific to the northern and southern portions of the valley for each season. All eight models demonstrate predictive skill (mean odds ratio = 3.635) when evaluated using a randomization procedure. The predictor variables selected by the ensembling algorithm vary across models, and both meteorological and air quality variables are included. In general, the models indicate complex linkages between respiratory health and environmental conditions that may be difficult to identify using more traditional approaches.
References: Am J Respir Crit Care Med. 1996 Aug;154(2 Pt 1):300-7. (PMID: 8756798)
Am J Respir Crit Care Med. 1997 Jan;155(1):122-9. (PMID: 9001300)
Int J Epidemiol. 2003 Dec;32(6):1064-70. (PMID: 14681275)
Am J Epidemiol. 2006 Sep 15;164(6):505-17. (PMID: 16798793)
Eur Respir J. 1997 May;10(5):1064-71. (PMID: 9163648)
Eur Respir J. 1998 Mar;11(3):694-701. (PMID: 9596123)
BMJ. 1996 Mar 9;312(7031):604-7. (PMID: 8595333)
Aust N Z J Public Health. 2009 Dec;33(6):521-6. (PMID: 20078568)
Int J Biometeorol. 2005 Sep;50(1):48-56. (PMID: 15846521)
Am J Respir Crit Care Med. 1997 Feb;155(2):568-76. (PMID: 9032196)
PLoS Biol. 2010 Feb 23;8(2):e1000316. (PMID: 20186267)
PLoS One. 2012;7(3):e34091. (PMID: 22470518)
Nature. 1975 Sep 4;257(5521):50-1. (PMID: 1161004)
Pediatr Int. 2004 Feb;46(1):48-52. (PMID: 15043664)
Am J Respir Crit Care Med. 2009 Mar 1;179(5):383-9. (PMID: 19060232)
Int J Biometeorol. 2012 Jan;56(1):137-43. (PMID: 21301889)
Epidemiology. 2009 Sep;20(5):738-46. (PMID: 19593155)
J Appl Physiol (1985). 1999 Mar;86(3):1032-9. (PMID: 10066720)
Eur J Epidemiol. 2004;19(10):959-68. (PMID: 15575355)
Am J Epidemiol. 1994 Jun 1;139(11):1088-99. (PMID: 8192141)
Environ Int. 2005 Apr;31(3):343-9. (PMID: 15734187)
Am J Respir Crit Care Med. 2004 Oct 1;170(7):725-9. (PMID: 15256393)
J Asthma. 2002 Dec;39(8):711-7. (PMID: 12507191)
Eur Respir J. 2002 Apr;19(4):699-705. (PMID: 11999000)
Environ Res. 1998 Feb;76(2):67-77. (PMID: 9515061)
Allergy. 1998 Apr;53(4):394-401. (PMID: 9574882)
N Engl J Med. 1997 May 8;336(19):1356-63. (PMID: 9134876)
Am J Respir Crit Care Med. 1995 Jan;151(1):27-32. (PMID: 7812568)
Environ Health Perspect. 2002 Sep;110(9):859-63. (PMID: 12204818)
J Epidemiol Community Health. 1996 Apr;50 Suppl 1:s59-62. (PMID: 8758226)
Arch Environ Health. 1998 Jan-Feb;53(1):54-64. (PMID: 9570309)
J Expo Anal Environ Epidemiol. 2005 Mar;15(2):153-9. (PMID: 15187986)
Am J Respir Crit Care Med. 1994 Nov;150(5 Pt 1):1234-42. (PMID: 7952546)
Lancet. 2000 Sep 16;356(9234):982-7. (PMID: 11041399)
Pediatr Int. 2000 Jun;42(3):272-4. (PMID: 10881584)
Int J Epidemiol. 2002 Aug;31(4):825-30. (PMID: 12177030)
J Investig Allergol Clin Immunol. 2005;15(2):117-23. (PMID: 16047712)
Ann Allergy Asthma Immunol. 1998 Dec;81(6):563-70. (PMID: 9892028)
J Asthma. 2006 May;43(4):287-92. (PMID: 16809242)
Int J Biometeorol. 2006 Jul;50(6):358-69. (PMID: 16596366)
Am J Respir Crit Care Med. 1997 Mar;155(3):1042-9. (PMID: 9116984)
Eur Respir J. 2002 Oct;20(4):899-906. (PMID: 12412681)
Am J Epidemiol. 2008 Dec 1;168(11):1301-10. (PMID: 18854492)
J Epidemiol Community Health. 2010 Sep;64(9):814-20. (PMID: 19854743)
Eur Respir J. 2001 Jun;17(6):1143-50. (PMID: 11491157)
J Epidemiol Community Health. 2009 Oct;63(10):777-83. (PMID: 19468016)
Thorax. 2008 Jul;63(7):635-41. (PMID: 18267984)
Acta Paediatr. 2010 Aug;99(8):1180-5. (PMID: 20219045)
JAMA. 2003 Oct 8;290(14):1859-67. (PMID: 14532314)
تواريخ الأحداث: Date Created: 20120323 Date Completed: 20131112 Latest Revision: 20211021
رمز التحديث: 20240628
DOI: 10.1007/s00484-012-0537-7
PMID: 22438053
قاعدة البيانات: MEDLINE
الوصف
تدمد:1432-1254
DOI:10.1007/s00484-012-0537-7