Literature DB >> 23996970

Poisson versus logistic regression in a descriptive epidemiologic analysis of data from a Birth Defects Registry.

Peter H Langlois1, Mark A Canfield, Michael D Swartz.   

Abstract

BACKGROUND: The objective of this study was to compare results from four statistical approaches to describe the epidemiology of a birth defect.
METHODS: Cases of tracheoesophageal fistula and/or esophageal atresia were selected from the Texas Birth Defects Registry, and live births from Texas birth certificate data. All were delivered in 1999 through 2009. Data on infant and maternal characteristics were taken from the vital record. Four approaches were compared: a cohort design using Poisson regression (PR) and three case-control analyses using logistic regression (LR) with 10 controls per case (LR10), four controls per case (LR4), or affected controls having other birth defects. Analyses were conducted for all 11 years and for just 1 year (2009).
RESULTS: Using all 11 years, there were 869 cases of tracheoesophageal fistula and/or esophageal atresia, and results for PR, LR10, and LR4 were similar. Results using only 2009 were more divergent: PR yielded more statistically significant global tests (type III analyses) and narrower 95% confidence intervals, followed closely by LR10. For both time periods, results using affected controls were different from those using PR and LR.
CONCLUSION: For these descriptive epidemiologic analyses, PR yielded the most precise estimates. However, LR provided similar estimates, and using 10 controls per case yielded precision almost as good as PR.
Copyright © 2013 Wiley Periodicals, Inc.

Entities:  

Keywords:  epidemiologic methods; esophageal atresia; logistic regression; regression analysis; tracheoesophageal fistula

Mesh:

Year:  2013        PMID: 23996970     DOI: 10.1002/bdra.23167

Source DB:  PubMed          Journal:  Birth Defects Res A Clin Mol Teratol        ISSN: 1542-0752


  4 in total

1.  Factors associated with high hospital resource use in a population-based study of children with orofacial clefts.

Authors:  Hilda Razzaghi; April Dawson; Scott D Grosse; Alexander C Allori; Russell S Kirby; Richard S Olney; Jane Correia; Cynthia H Cassell
Journal:  Birth Defects Res A Clin Mol Teratol       Date:  2015-02

2.  Hypospadias risk is increased with maternal residential exposure to hormonally active hazardous air pollutants.

Authors:  Kunj R Sheth; Erin Kovar; Jeffrey T White; Tiffany M Chambers; Erin C Peckham-Gregory; Marisol O'Neill; Peter H Langlois; Abhishek Seth; Michael E Scheurer; Philip J Lupo; Carolina J Jorgez
Journal:  Birth Defects Res       Date:  2019-01-29       Impact factor: 2.344

3.  Diabetes mellitus and its impact on mortality rate and outcome in pulmonary embolism.

Authors:  Volker H Schmitt; Lukas Hobohm; Visvakanth Sivanathan; Christoph Brochhausen; Tommaso Gori; Thomas Münzel; Stavros V Konstantinides; Karsten Keller
Journal:  J Diabetes Investig       Date:  2021-12-01       Impact factor: 3.681

4.  Prevalence and Clustering of Congenital Heart Defects Among Boys With Hypospadias.

Authors:  Melissa A Richard; Jenil Patel; Renata H Benjamin; Emine Bircan; Stephen J Canon; Lisa K Marengo; Mark A Canfield; A J Agopian; Philip J Lupo; Wendy N Nembhard
Journal:  JAMA Netw Open       Date:  2022-07-01
  4 in total

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