Methods for estimation of disparities in medication use in an observational cohort study: results from the Multi-Ethnic Study of Atherosclerosis

被引:9
作者
McClelland, Robyn L. [1 ]
Jorgensen, Neal W. [1 ]
Post, Wendy S. [2 ,3 ]
Szklo, Moyses [3 ]
Kronmal, Richard A. [1 ]
机构
[1] Univ Washington, Dept Biostat, Seattle, WA 98115 USA
[2] Johns Hopkins Univ, Sch Med, Dept Med, Div Cardiol, Baltimore, MD 21205 USA
[3] Johns Hopkins Univ, Bloomberg Sch Publ Hlth, Dept Epidemiol, Baltimore, MD USA
关键词
disparities; medication; statistical methods; statins; anti-hypertensives; pharmacoepidemiology; DENSITY-LIPOPROTEIN CHOLESTEROL; UNITED-STATES; ADULTS; PREVALENCE; DYSLIPIDEMIA; IMPUTATION; ETHNICITY; TRENDS; RISK;
D O I
10.1002/pds.3406
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Purpose Evaluating disparities in health care is an important aspect of understanding differences in disease risk. The purpose of this study is to describe the methodology for estimating such disparities, with application to a large multi-ethnic cohort study. Methods The Multi-Ethnic Study of Atherosclerosis includes 6814 participants aged 4584years free of cardiovascular disease. Prevalence ratio (PR) regression was used to model baseline lipid lowering medication (LLM) or anti-hypertensive medication use at baseline as a function of gender, race, risk factors, and estimated pre-treatment biomarker values. Results Hispanics and African Americans had lower prevalence of medication use than did non-Hispanic whites, even at the same risk factor profile. This became non-significant after adjusting for socioeconomic status. Although gender did not influence the prevalence of LLM use (PR=1.09, 95%CI 0.951.25), there were differences in the association of diabetes and HDL with LLM use by gender. Men were significantly less likely to be on anti-hypertensive medications than women (PR=0.86, 95%CI 0.800.92, p<0.001), and this was not explained by risk factors or socioeconomic status. Lack of health insurance strongly influenced medication use, controlling for risk factors and other markers of socioeconomic status. Conclusions Disparities exist in the treatment of cholesterol and hypertension. Hispanics and African Americans had less use of LLM; men had less use of anti-hypertensives. Risk factors have differential associations with medication use depending on gender. Methods described in this paper can provide improved disparity estimation in observational cohort studies. Copyright (c) 2013 John Wiley & Sons, Ltd.
引用
收藏
页码:533 / 541
页数:9
相关论文
共 18 条
[1]   Multi-ethnic study of atherosclerosis: Objectives and design [J].
Bild, DE ;
Bluemke, DA ;
Burke, GL ;
Detrano, R ;
Roux, AVD ;
Folsom, AR ;
Greenland, P ;
Jacobs, DR ;
Kronmal, R ;
Liu, K ;
Nelson, JC ;
O'Leary, D ;
Saad, MF ;
Shea, S ;
Szklo, M ;
Tracy, RP .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2002, 156 (09) :871-881
[2]   Trends in Hypertension Prevalence, Awareness, Treatment, and Control Rates in United States Adults Between 1988-1994 and 1999-2004 [J].
Cutler, Jeffrey A. ;
Sorlie, Paul D. ;
Wolz, Michael ;
Thom, Thomas ;
Fields, Larry E. ;
Roccella, Edward J. .
HYPERTENSION, 2008, 52 (05) :818-827
[3]  
Ferdinand KC, 2005, J NATL MED ASSOC, V97, P459
[4]   Trends in hypercholesterolemia, treatment and control among United States adults [J].
Ford, Earl S. ;
Li, Chaoyang ;
Pearson, William S. ;
Zhao, Guixiang ;
Mokdad, Ali H. .
INTERNATIONAL JOURNAL OF CARDIOLOGY, 2010, 140 (02) :226-235
[5]  
FRIEDEWALD WT, 1972, CLIN CHEM, V18, P499
[6]   Dyslipidemia prevalence, treatment, and control in the Multi-Ethnic Study of Atherosclerosis (MESA) - Gender, ethnicity, and coronary artery calcium [J].
Goff, DC ;
Bertoni, AG ;
Kramer, H ;
Bonds, D ;
Blumenthal, RS ;
Tsai, MY ;
Psaty, BM .
CIRCULATION, 2006, 113 (05) :647-656
[7]   Differences in medical care and disease outcomes among black and white women with heart disease [J].
Jha, AK ;
Varosy, PD ;
Kanaya, AM ;
Hunninghake, DB ;
Hlatky, MA ;
Waters, DD ;
Furberg, CD ;
Shlipak, MG .
CIRCULATION, 2003, 108 (09) :1089-1094
[8]   Trends in statin use and low-density lipoprotein cholesterol levels among US adults: Impact of the 2001 National Cholesterol Education Program guidelines [J].
Mann, Devin ;
Reynolds, Kristi ;
Smith, Donald ;
Muntner, Paul .
ANNALS OF PHARMACOTHERAPY, 2008, 42 (09) :1208-1215
[9]   Estimation of risk factor associations when the response is influenced by medication use: An imputation approach [J].
McClelland, Robyn L. ;
Kronmal, Richard A. ;
Haessler, Jeffrey ;
Blumenthal, Roger S. ;
Goff, David C., Jr. .
STATISTICS IN MEDICINE, 2008, 27 (24) :5039-5053
[10]   Disparities in the diagnosis and pharmacologic treatment of high serum cholesterol by race and ethnicity - Data from the third national health and nutrition examination survey [J].
Nelson, K ;
Norris, K ;
Mangione, CM .
ARCHIVES OF INTERNAL MEDICINE, 2002, 162 (08) :929-935