Computing risk ratios from data with complex survey design

Health Services and Outcomes Research Methodology

Volumn 14, Issue 1-2, 2014, Pages 3-14

  Norton, Edward C ^a,b   Carroll, Nathan W ^a   Miller, Morgen M ^a   Coyne, Kasey ^c   Wang, Jason J ^c   Kleinman, Lawrence C ^c  

^a UNIVERSITY OF MICHIGAN   (United States)

^b NATIONAL BUREAU OF ECONOMIC RESEARCH   (United States)

^c MOUNT SINAI SCHOOL OF MEDICINE   (United States)

Author keywords

Complex survey design; Econometrics; Logistic regression; Regression risk analysis; Risk ratios

Indexed keywords

ADJUSTED RISK DIFFERENCE; ADJUSTED RISK RATIO; ARTICLE; CLUSTER ANALYSIS; COMPUTER PROGRAM; DATA PROCESSING; HEALTH SURVEY; HUMAN; LOGISTIC REGRESSION ANALYSIS; MATHEMATICAL VARIABLE; MONTE CARLO METHOD; NATIONAL HEALTH AND NUTRITION EXAMINATION SURVEY; POPULATION STRUCTURE; PRIORITY JOURNAL; RISK ASSESSMENT; SIMULATION; STANDARD; STATISTICAL ANALYSIS; STRATIFICATION; VALIDATION STUDY;

EID: 84902360473     PISSN: 13873741     EISSN: 15729400     Source Type: Journal    
DOI: 10.1007/s10742-014-0114-0     Document Type: Article

References (13)

1. Altman, D.G., Deeks, J.J., Sackett, D.L.: Odds ratios should be avoided when events are common. Br. Med. J. 317, 1318 (1998)
2. Botman, S.L., Moore, T.F., Moriarity, C.L., Parsons, V.L.: Design and estimation for the National Health Interview Survey, 1995-2004. National Center for Health Statistics. Vital Health Stat. 2(130), 1-31 (2000)
3. Greenland, S.: Interpretation and choice of effect measures in epidemiologic analyses. Am. J. Epidemiol. 125(5), 761-768 (1987)
4. Kleinman, L.C., Norton, E.C.: What's the Risk? A simple approach for estimating adjusted risk ratios from nonlinear models including logistic regression. Health Serv. Res. 44(1), 288-302 (2009)
5. Korn, E.L., Graubard, B.I.: Analysis of Health Surveys. Wiley, New York (1999)
6. Levy, P.S., Lemeshow, S.: Sampling of Populations: Methods and Applications, 2nd edn. Wiley, Hoboken (1991)
7. Norton, E.C., Miller, M.M., Kleinman, L.C.: Computing adjusted risk ratios and risk differences in Stata. Stata J. 13(3), 492-509 (2013)
8. Rao, P.: Sampling Methodologies with Applications. Chapman and Hall, New York (2000)
9. Sackett, D.L., Deeks, J.J., Altman, D.G.: Down with odds ratios! Evid. Based Med. 1, 164-166 (1996)
10. Särndal, C.-E., Swensson, B., Wretman, J.: Model Assisted Survey Sampling. Springer, New York (1992)
11. Schwartz, L.M., Woloshin, S., Welch, H.G.: Misunderstandings about the effects of race and sex on physicians' referrals for cardiac catheterization. N. Engl. J. Med. 341(4), 279-283 (1999)
12. Tajeu, G.S., Sen, B., Allison, D.B., Menachemi, N.: Misuse of odds ratios in obesity literature: an empirical analysis of published studies. Obesity 20(8), 1726-1731 (2012)
13. Walter, S.D.: Choice of effect measure for epidemiological data. J. Clin. Epidemiol. 53, 931-939 (2000)