Intercensal and Postcensal Estimation of Population Size for Small Geographic Areas in the United States.

INTRODUCTION: Population estimation techniques are often used to provide updated data for a current year. However, estimates for small geographic units, such as census tracts in the United States, are typically not available. Yet there are growing demands from local policy making, program planning and evaluation practitioners for such data because small area population estimates are more useful than those for larger geographic areas. OBJECTIVES: To estimate the population sizes at the census block level by subgroups (age, sex, and race/ethnicity) so that the population data can be aggregated up to any target small geographic areas. METHODS: We estimated the population sizes by subgroups at the census block level using an intercensal approach for years between 2000 and 2010 and a postcensal approach for the years following the 2010 decennial census (2011-2017). Then we aggregated the data to the county level (intercensal approach) and incorporated place level (postcensal approach) and compared our estimates to corresponding US Census Bureau (the Census) estimates. RESULTS: Overall, our intercensal estimates were close to the Census' population estimates at the county level for the years 2000-2010; yet there were substantive errors in counties where population sizes experienced sudden changes. Our postcensal estimates were also close to the Census' population estimates at the incorporated place level for years closer to the 2010 decennial census. CONCLUSION: The approaches presented here can be used to estimate population sizes for any small geographic areas based on census blocks. The advantages and disadvantages of their application in public health practice should be considered.

Predicting Periodontitis at State and Local Levels in the United States.

The objective of the study was to estimate the prevalence of periodontitis at state and local levels across the United States by using a novel, small area estimation (SAE) method. Extended multilevel regression and poststratification analyses were used to estimate the prevalence of periodontitis among adults aged 30 to 79 y at state, county, congressional district, and census tract levels by using periodontal data from the National Health and Nutrition Examination Survey (NHANES) 2009-2012, population counts from the 2010 US census, and smoking status estimates from the Behavioral Risk Factor Surveillance System in 2012. The SAE method used age, race, gender, smoking, and poverty variables to estimate the prevalence of periodontitis as defined by the Centers for Disease Control and Prevention/American Academy of Periodontology case definitions at the census block levels and aggregated to larger administrative and geographic areas of interest. Model-based SAEs were validated against national estimates directly from NHANES 2009-2012. Estimated prevalence of periodontitis ranged from 37.7% in Utah to 52.8% in New Mexico among the states (mean, 45.1%; median, 44.9%) and from 33.7% to 68% among counties (mean, 46.6%; median, 45.9%). Severe periodontitis ranged from 7.27% in New Hampshire to 10.26% in Louisiana among the states (mean, 8.9%; median, 8.8%) and from 5.2% to 17.9% among counties (mean, 9.2%; median, 8.8%). Overall, the predicted prevalence of periodontitis was highest for southeastern and southwestern states and for geographic areas in the Southeast along the Mississippi Delta, as well as along the US and Mexico border. Aggregated model-based SAEs were consistent with national prevalence estimates from NHANES 2009-2012. This study is the first-ever estimation of periodontitis prevalence at state and local levels in the United States, and this modeling approach complements public health surveillance efforts to identify areas with a high burden of periodontitis.

Racial/Ethnic and socioeconomic differences in multiple risk factors for heart disease and stroke in women: behavioral risk factor surveillance system, 2003.

OBJECTIVE: To examine racial/ethnic and socioeconomic disparities in multiple risk factors for heart disease and stroke among women. METHODS: Data from 153,466 adult women in the 2003 Behavioral Risk Factor Surveillance System (BRFSS), a telephone survey of U.S. adults, were used to assess the prevalence of multiple (i.e., >or=2 of diabetes, current smoking, high blood pressure, high cholesterol, obesity, or physical inactivity) risk factors for heart disease and stroke. Descriptive and multivariable analyses assessed differences in multiple risk factors among racial/ethnic and socioeconomic groups. RESULTS: More than one third (36.5%) of all women had multiple risk factors. The age-standardized prevalence of multiple risk factors was lowest in whites and Asians. After adjustment for age, income, education, and health coverage, the odds for multiple risk factors was greater in black (OR = 1.53, 95% CI = 1.42-1.64) and Native American women (1.36, 95% CI = 1.11-1.67) and lower for Hispanic women (OR = 0.83, 95% CI = 0.76-0.91) compared with white women. Prevalence estimates and odds of multiple risk factors increased with age; decreased with education, income, and employment; and were lower in those with no health coverage. Smoking was more common in younger women, whereas older women were more likely to have medical conditions (high blood pressure, high cholesterol, or diabetes) and be physically inactive. CONCLUSIONS: Over one third of U.S. women have two or more risk factors for heart disease and stroke. Prevention programs that target risk reduction are especially critical to decrease the burden of heart disease and stroke in these higher-risk U.S. women.

Differences in food habits and cardiovascular disease risk factors among Native Americans with and without diabetes: the Inter-Tribal Heart Project.

OBJECTIVE: To examine differences in food habits among Native Americans with and without diabetes. DESIGN: A cross-sectional epidemiological study in which participants underwent a physical examination and answered an extensive interviewer-administered questionnaire to assess differences in food servings, preparation and eating habits. SETTING/PARTICIPANTS: Participants aged >/=25 years were randomly selected from three reservations in Minnesota and Wisconsin. There were 990 persons without diabetes, 294 with a prior diagnosis of diabetes, and 80 with fasting glucose >125 mg dl(-1) but no prior diabetes diagnosis. RESULTS: Persons with prior diabetes diagnosis were less likely than those without diabetes to report eating fast-food meals two or more times per week, eat visible fat on meat or the skin on poultry, eat fried chicken or fried fish, to add fat to cooked vegetables and drink whole milk. Persons with previously undiagnosed diabetes were more likely than previously diagnosed persons to report eating fast-food meals two or more times per week, eat visible fat on meat and the skin on poultry, drink whole milk and eat fried fish, but were less likely to drink low-fat milk. Previously undiagnosed persons were more likely than either diagnosed persons or persons without diabetes to consume lard from cooked foods and use it when cooking. CONCLUSION: Persons with diagnosed diabetes showed healthier eating patterns than those without diabetes, while undiagnosed persons showed some less favourable patterns. Because virtually all persons with diabetes in these communities receive nutrition education, the results suggest that nutrition education programmes for diabetics may be associated with healthier eating patterns.

Association of education with dietary intake among young adults in the bi-ethnic Coronary Artery Risk Development in Young Adults (CARDIA) cohort.

OBJECTIVE: To examine associations of changes in dietary intake with education in young black and white men and women. DESIGN: The Coronary Artery Risk Development in Young Adults (CARDIA) study, a multi-centre population-based prospective study. Dietary intake data at baseline and year 7 were obtained from an extensive nutritionist-administered diet history questionnaire with 700 items developed for CARDIA. SETTING: Participants were recruited in 1985-1986 from four sites: Birmingham, Alabama; Chicago, Illinois; Minneapolis, Minnesota; and Oakland, California. SUBJECTS: Participants were from a general community sample of 703 black men (BM), 1006 black women (BW), 963 white men (WM) and 1054 white women (WW) who were aged 18-30 years at baseline. Analyses here include data for baseline (1985-1986) and year 7 (1992-1993). RESULTS: Most changes in dietary intake were observed among those with high education (>or=12 years) at both examinations. There was a significant decrease in intake of energy from saturated fat and cholesterol and a significant increase in energy from starch for each race-gender group (P<0.001). Regardless of education, taste was considered an important influence on food choice. CONCLUSION: The inverse relationship of education with changes in saturated fat and cholesterol intakes suggests that national public health campaigns may have a greater impact among those with more education.

Racial/ethnic disparities in mortality by stroke subtype in the United States, 1995-1998.

Healthy People 2010 objectives for improving health include a goal to eliminate racial disparities in stroke mortality. Age-specific death rates by stroke subtype are not well documented among racial/ethnic minority populations in the United States. This report examines mortality rates by race/ethnicity for three stroke subtypes during 1995-1998. National Vital Statistics' death certificate data were used to calculate death rates for ischemic stroke (n = 507,256), intracerebral hemorrhage (n = 97,709), and subarachnoid hemorrhage (n = 27,334) among Hispanics, Blacks, American Indians/Alaska Natives, Asians/Pacific Islanders, and Whites by age and sex. Comparisons with Whites as the referent were made using age-standardized risk ratios and age-specific risk ratios. Age-standardized mortality rates for the three stroke subtypes were higher among Blacks than Whites. Death rates from intracerebral hemorrhage were also higher among Asians/Pacific Islanders than Whites. All minority populations had higher death rates from subarachnoid hemorrhage than did Whites. Among adults aged 25-44 years, Blacks and American Indians/Alaska Natives had higher risk ratios than did Whites for all three stroke subtypes. Increased public health attention is needed to reduce incidence and mortality for stroke, the third leading cause of death. Particular attention should be given to increasing awareness of stroke symptoms among young minority groups.

Disparities in cholesterol screening: falling short of a national health objective.

BACKGROUND: The objective of this study was to determine whether the Year 2000 national health objective for cholesterol screening was attained and to identify disparities in cholesterol screening across racial or ethnic and socioeconomic groups. METHODS: Using data from 149,692 persons interviewed by the 1999 Behavioral Risk Factor Surveillance System, we estimated the proportion of adults age > or =20 years who were screened for high blood cholesterol within the preceding 5 years. RESULTS: Overall, an estimated 70.8% of the U.S. population was screened for cholesterol, falling short of the Year 2000 objective of 75%. Screening prevalence was lowest at ages 20-44 years (58.2%), in contrast to ages 45-64 years (81.9%) and > or =65 years (87.1%). Screening prevalence was also low among Asian or Pacific Islanders (62.7%) and Hispanics (60.7%), particularly Hispanic men (55.3%). After multivariate adjustment, Asian Pacific Islanders were significantly less likely to be screened compared with white non-Hispanics (OR = 0.76, 95% CI 0.65, 0.89). The likelihood of screening decreased with decreasing income level (P < 0.05) and persons with health insurance were 1.6 times more likely to have been screened during the past 5 years than adults with no insurance (P < 0.05). CONCLUSIONS: Significant disparities in cholesterol screening exist across age, gender, racial or ethnic, and socioeconomic groups in the United States. As we look to attain the objectives of Healthy People 2010, state and local health officials and policy makers should be aware of these disparities in order to design and target effective cholesterol screening programs and cardiovascular disease prevention programs to those most in need.

Impaired fasting glucose, diabetes mellitus, and cardiovascular disease risk factors are associated with prolonged QTc duration. Results from the Third National Health and Nutrition Examination Survey.

BACKGROUND: Impaired glucose tolerance and diabetes mellitus have been associated with a prolonged QT interval among select populations. However, these associations remain unclear among the general population. METHODS: We examined these relationships using data from 5833 adults aged 40-90 years from NHANES III (1988-1994). Univariate differences in cardiovascular disease (CVD) risk factors were examined across tertiles of heart rate corrected QT (QTc). The association between glucose intolerance, CVD risk factors and a prolonged QTc (> or = 0.440 s) was also assessed with logistic regression adjusting for age, race, gender, education, and heart rate. RESULTS: Prolonged QTc was observed among 22.0% of persons with normal glucose tolerance (NGT), 29.9% of those with impaired fasting glucose (IFG), and among 42.2% of persons with diabetes. Hypertension, serum cholesterol, obesity, heart rate, and fasting C-peptide and serum insulin levels were associated with prolonged QTc (all: P < or = 0.05). After multivariate adjustment, persons with IFG were 1.2 times (95% CI=0.7-2.0) as likely and persons with diabetes 1.6 times (95% CI=1.1-2.3) as likely to have a prolonged QTc as persons with NGT. In addition, persons with diabetes and two or more additional CVD risk factors were 2.3 times (95% CI=1.3-4.0) as likely to have a prolonged QTc as persons with NGT and no CVD risk factors after multivariate adjustment. CONCLUSION: Diabetes was associated with an increased likelihood of prolonged QTc independent of age, race, gender, education, and heart rate. In addition, persons with diabetes and multiple CVD risk factors were more likely to have a prolonged QTc than those with NGT and no additional risk factors, suggesting that these persons may be at increased risk for cardiac arrhythmia and sudden death.

Cardiovascular health interventions in women: What works?

Women's Cardiovascular Health Network members representing 10 Prevention Research Centers completed a literature review of approximately 65 population-based studies focused on improving women's cardiovascular health through behavior change for tobacco use, physical inactivity, or diet. A framework was developed for conducting the search. Databases (Medline, Psychlit, Smoking and Health, Cumulative Index to Nursing and Allied Health Literature) of studies published from 1980 to 1998 were searched. The review was presented at a meeting of experts held in Atlanta, Georgia. Output from the meeting included identification of what has worked to improve cardiovascular health in women and recommendations for future behavioral research. Additional information is available at www.hsc.wvu.edu/womens-cvh. Cardiovascular health interventions geared toward women are scant. Based on the available studies, program components that emerged as effective included personalized advice on diet and physical activity behaviors and tobacco cessation, multiple staff contacts with skill building, daily self-monitoring, and combinations of strategies. Recommendations for community-based tobacco, physical activity, and diet interventions are discussed. A few overarching recommendations were to (1) conduct qualitative research to determine the kinds of interventions women want, (2) examine relapse prevention, motivation, and maintenance of behavior change, (3) tailor programs to the stage of the life cycle, a woman's readiness to change, and subgroups, that is, minority, low socioeconomic, and obese women, and (4) evaluate policy and environmental interventions. The effects of cardiovascular interventions in women have been inappropriately understudied in women. Our review found that few studies on cardiovascular risk factor modification have actually targeted women. Hence, adoption and maintenance of behavior change in women are elusive. Intervention research to improve women's cardiovascular health is sorely needed.

Does provider prevention orientation influence female patients' preventive practices?

BACKGROUND: Health care provider encouragement for particular preventive behaviors is associated with patient adherence, but it is unclear whether a provider's overall prevention approach influences whether patients engage in recommended preventive measures. We examined whether older women who perceived that their health care provider encouraged a particular preventive behavior were more likely to follow that recommendation if they also perceived that the provider encouraged other preventive behaviors. DATA AND METHODS: The sample included 1119 women aged 50 to 79 enrolled in a health maintenance organization. We examined associations of reported provider encouragement for post-menopausal hormone use, physical activity, fecal occult blood testing (FOBT), and flexible sigmoidoscopy with one another and with adherence to these measures according to recommended guidelines. RESULTS: Among women reporting provider encouragement for physical activity, the likelihood of reporting regular physical activity was greater among women who reported encouragement for one other (odds ratio [OR]=1.99; confidence interval [CI]=1.35 to 2.95) and at least two other (OR=2. 38; 95% CI=1.62 to 3.48) preventive measures compared with women who reported no other encouragement. The likelihood of reporting adequate counseling for post-menopausal hormone use was greater among women reporting encouragement for at least two other preventive measures compared with those reporting no other encouragement. The likelihood of having had an FOBT or sigmoidoscopic examination was related to encouragement for those procedures, but not with greater encouragement for other preventive measures. CONCLUSIONS: Patient perceptions of a provider's overall preventive practice approach may influence whether patients engage in recommended preventive practices, particularly for lifestyle factors.

The pattern of dyslipidemia among urban African-Americans with type 2 diabetes.

OBJECTIVE: To analyze lipid profiles from a large sample of African-American patients with type 2 diabetes who receive care at an urban outpatient diabetes clinic. RESEARCH DESIGN AND METHODS: Fasting serum lipid profiles of 4,014 African-Americans and 328 Caucasians with type 2 diabetes were retrieved from a computerized registry. American Diabetes Association criteria were applied to classify LDL cholesterol, HDL cholesterol, and triglyceride (TG) levels into risk categories. The proportion of patients who had none, one, two, and three lipoprotein concentrations outside of recommended clinical targets was examined. Multiple logistical regression analyses were performed to determine the influence of sex and race on the probability of having a lipid level outside of the recommended target. RESULTS: The percentages of African-Americans with high-, borderline-, and low-risk LDL cholesterol concentrations were 58, 26, and 16%, respectively, and the percentages for Caucasians were 54, 29, and 16%, respectively (P = 0.51). For HDL cholesterol, 41, 33, and 26% of African-Americans were in the high-, borderline-, and low-risk categories, respectively, compared with 73, 18, and 9% of Caucasians, respectively (P < 0.0001). Nearly 81% of African-Americans had TG concentrations that were in the low-risk category compared with only 50% of Caucasians. More women than men had high-risk LDL and HDL cholesterol profiles. The most common pattern of dyslipidemia was an LDL cholesterol level above target combined with an HDL cholesterol level below target, which was detected in nearly 50% of African-Americans and 42% of Caucasians. African-Americans had lower odds of having an HDL cholesterol or TG level outside of target. African-American women, compared to men, had greater probabilities of having abnormal levels of LDL and HDL, but a lower likelihood of having a TG level above goal. CONCLUSIONS: In a large sample of urban type 2 diabetic patients receiving care at a diabetes treatment program, race and sex differences in serum lipid profiles were present. Because hypertriglyceridemia was rare among African-American subjects, interventions will need to focus primarily on improving their LDL and HDL cholesterol levels. Further studies are required regarding how to best adapt these observed differences into more effective strategies to optimize lipid levels for this population of diabetic patients and to determine whether similar patterns of dyslipidemia occur in other clinical settings.

Association between total homocyst(e)ine and the likelihood for a history of acute myocardial infarction by race and ethnicity: Results from the Third National Health and Nutrition Examination Survey.

BACKGROUND: Few studies examining the association between total homocyst(e)ine and coronary heart disease have included blacks or Hispanics. METHODS: Data from the third National Health and Nutrition Examination Survey (3173 patients), a nationally representative survey of US adults, were used to examine the relation between total homocyst(e)ine and an electrocardiogram or a physician's diagnosis of acute myocardial infarction (259 patients) among whites, blacks, and Mexican Americans >/=40 years old. RESULTS: Vitamin B(12) and serum folate concentrations were significantly lower among persons with a total homocyst(e)ine concentration >/=15 micromol/L than among those with a total homocyst(e)ine concentration /=15 micromol/L were also older and more likely to be hypertensive, have a higher cholesterol concentration, and smoke. Compared with persons with a total homocyst(e)ine concentration /=15 micromol/L had an odds ratio (OR) for myocardial infarction of 1.8 (95% confidence interval [CI], 1.2-2.9) after adjustment for cardiovascular disease risk factors. Similar associations were noted among whites (OR 1.8, 95% CI, 1.1-3.1) and blacks (OR 1.9, 95% CI, 0.8-4.2); a more modest association was noted among Mexican Americans (OR 1.2, 95% CI, 0.3-5.0). The association between total homocyst(e)ine and myocardial infarction was also more pronounced in persons without hypertension or diabetes. CONCLUSIONS: Almost a 2-fold increased likelihood of myocardial infarction among persons with a total homocyst(e)ine concentration >/=15 micromol/L was noted in this nationally representative survey. The magnitude of the association did not differ by race or ethnicity.

Secular trend of earlier onset of menarche with increasing obesity in black and white girls: the Bogalusa Heart Study.

Secular trends in onset of menarche and obesity were examined 14 years apart in two biracial (black-white) cohorts of girls aged 8 to 17 under study for cardiovascular risk. The first cohort (N=1,190, 64% white) was examined in 1978-1979, the second (N=1,164, 57% white) in 1992-1994. The second cohort was heavier in terms of body weight and Rohrer index (weight/height3) than the first (P<0.001), except among black girls aged 12 to 13 years. Subscapular skinfold thickness increased in the second cohort of all ages (P<0.0001), while increases in triceps skinfold were less marked. The onset of menarche occurred at an earlier age in the second cohort compared with the first cohort (P<0.0001), both in black girls (11.4+/-1.3 vs 12.3+/-1.4 years) and white girls (11.5+/-1.3 vs 12.3+/-1.3 years). Furthermore, twice as many girls in the second cohort had reached menarche by ages younger than 12 years (P<0.001). All of these obesity measures were significantly associated with the age of menarche in both cohorts (P<0.001) adjusting for height, race and age at examination. These results suggest that this secular trend toward increasing frequency of early onset of menarche may be the result of increasing obesity noted in girls of both races. Since increases in body fatness and related early onset of menarche are risk factors for disorders in adult life including cardiovascular disease and breast cancer, the secular trend in the increasing incidence of obesity throughout the United States is becoming a major public health problem.

Plasma homocysteine distribution and its association with parental history of coronary artery disease in black and white children: the Bogalusa Heart Study.

BACKGROUND: Elevated homocysteine is associated with increased risk for coronary artery disease (CAD) in adults, but its distribution in children is not well documented. We examined the distribution of homocysteine in children and its relation to parental history of CAD. METHODS AND RESULTS: A subsample of 1137 children (53% white, 47% black) aged 5 to 17 years in 1992 to 1994 examined in the Bogalusa Heart Study (n=3135), including all with a positive parental history of CAD (n=154), had plasma homocysteine levels measured. Homocysteine correlated positively with age (r=0.16, P=0.001). No race or sex differences in homocysteine levels were observed; geometric mean (GM) levels were 5.8 micromol/L (95% CI, 5.6 to 6.1) among white males, 5.8 micromol/L (95% CI, 5.5 to 6.0) among white females, 5.6 micromol/L (95% CI, 5.4 to 5.8) among black males, and 5.6 micromol/L (95% CI, 5.4 to 5.9) among black females. Children with a positive parental history of CAD had a significantly greater age-adjusted GM homocysteine level (GM, 6.7 micromol/L; 95% CI, 6.4 to 7.1) than those without a positive history (GM, 5.6 micromol/L; 95% CI, 5.4 to 5.7); this relation was observed in each race-sex group. CONCLUSIONS: Higher homocysteine levels were observed among children with a positive family history of CAD. Additional studies should elucidate the contribution of genetic, dietary, and other factors to homocysteine levels in children.

Prevalence and correlates of the insulin resistance syndrome among Native Americans. The Inter-Tribal Heart Project.

OBJECTIVE: The clustering of factors characterizing the insulin resistance syndrome has not been assessed among Native Americans, a population at high risk for diabetes and cardiovascular disease. We examined the distribution and correlates of the insulin resistance syndrome among individuals in three Chippewa and Menominee communities in Wisconsin and Minnesota. RESEARCH DESIGN AND METHODS: Cross-sectional data from 488 men and 822 women ages > or = 25 years in the Inter-Tribal Heart Project (1992-1994) were included. The clustering of each individual trait (hypertension, diabetes, high triglycerides, and low HDL cholesterol) with the other traits and the association of the number of traits with measures of adiposity and insulin levels were examined. RESULTS: Among the men, 40.4, 32.6, 17.4, and 9.6% had none, one, two, or at least three of the four traits, respectively; among the women, the respective percentages were 53.2, 25.6, 15.3, and 6.0%. The percentage of individuals with each particular trait significantly increased (P < 0.01) among those with none, one, or at least two other syndrome traits. Having more syndrome traits was significantly related (P < 0.001) to higher BMI, conicity index, waist circumference, and waist-to-hip and waist-to-thigh ratios. Among individuals with normal glucose levels, having more syndrome traits was significantly related (P < or = 0.05) to higher fasting insulin levels after adjusting for age and measures of adiposity, although associations were attenuated with adjustment for either BMI or waist circumference. CONCLUSIONS: Traits characterizing the insulin resistance syndrome were found to be clustered to a significant degree among Native Americans in this study. Comprehensive public health efforts are needed to reduce adverse levels of these risk factors in this high-risk population.

Total homocyst(e)ine concentration and the likelihood of nonfatal stroke: results from the Third National Health and Nutrition Examination Survey, 1988-1994.

BACKGROUND AND PURPOSE: Elevated serum total homocyst(e)ine [H(e)] is an independent risk factor for stroke. Few studies, however, have examined this association in blacks. METHODS: Data from the Third National Health and Nutrition Examination Survey (n=4534), a nationally representative sample of US adults, were used to examine the relationship between H(e) and a physician diagnosis of stroke (n=185) in both black and white adults. Multivariate-adjusted logistic regression analyses were used to examine this relationship. RESULTS: Serum vitamin B12 and folate concentrations were significantly lower among participants in the highest H(e) quartile (>/=12.1 micromol/L) than among participants in the lowest quartile (

Prevalence of multiple cardiovascular disease risk factors among women in the United States, 1992 and 1995: the Behavioral Risk Factor Surveillance System.

We sought to examine the prevalence of self-reported multiple cardiovascular disease (CVD) risk factors (hypertension, high blood cholesterol, diabetes, overweight, and current smoking) among women in 1992 and 1995 in the United States using data from the Behavioral Risk Factor Surveillance System. In 1992, 37.5%, 34.4%, and 28.1% of women had zero, one, and two or more of the five risk factors, respectively. In 1995, the respective estimates were 35.5%, 34.3%, and 30%. In both years, the prevalence of two or more risk factors increased with age, decreased with educational level, was higher among black women (lowest among Hispanic women and women of other ethnic groups), and higher among women reporting cost as a barrier to healthcare. The percentage of women with two or more risk factors was higher in 1995 than in 1992 for 35 of 48 states, being statistically significant for 7 states. The percentage of women with at least two risk factors was not significantly lower in 1995 than in 1992 for any state. A higher percentage of women reported having multiple CVD risk factors in 1995 compared with 1992. A multifactorial approach to primary prevention and risk factor reduction should be encouraged to help reduce the prevalence and burden of CVD among women.

Health care access and seven-year change in cigarette smoking. The CARDIA Study.

OBJECTIVES: To determine associations among health care access, cigarette smoking, and change in cigarette smoking status over 7 years. METHODS: A cohort of 4,086 healthy young adults was followed from 1985-1986 through 1992-1993. Participants were recruited from four urban sites balanced on gender, race (African Americans and whites), education (high school or less, and more than high school), and age (18-23 and 24-30). Outcome measures were smoking status at Year 7, as well as 7-year rates of smoking cessation and initiation. RESULTS: For each of three access barriers reported at Year 7 (lack of health insurance, lack of regular source of medical care, and expense), participants experiencing the barrier had a higher prevalence of smoking, quit smoking less frequently, and started smoking more frequently; e.g., only 15% of participants with health insurance lapses quit smoking over the 7-year period, compared with 26% of those with insurance (P < 0.001). Results were similar for each race/gender stratum, and persisted after adjustment for usual markers of socioeconomic status: education, income, employment, and marital status. CONCLUSIONS: Health care access was associated with lower prevalence of smoking and beneficial 7-year changes in smoking, independent of socioeconomic status. The possibility that this is a causal relationship has implications in the prevention of cardiovascular disease, cancer and multiple other smoking-related diseases, and deserves further exploration.

Differences in cardiovascular disease risk factors in black and white young adults: comparisons among five communities of the CARDIA and the Bogalusa heart studies. Coronary Artery Risk Development In Young Adults.

PURPOSE: To examine community differences in cardiovascular disease (CVD) risk factors among black and white young adults by combining data from two large epidemiologic studies. METHODS: Data are from participants aged 20-31 years in the Coronary Artery Risk Development In Young Adults (CARDIA) study (1987-1988; N = 4129) and the Bogalusa Heart study (1988-1991; N = 1884), adjusting for data collection differences prior to analysis. CARDIA includes four urban sites: Birmingham, Alabama; Chicago, Illinois; Minneapolis, Minnesota; and Oakland, California. Bogalusa is a semi-rural town in Southeastern Louisiana. CVD risk factors examined were smoking status, body habitus, and blood pressure. RESULTS: In Birmingham and Bogalusa, more white than black women were current smokers; no ethnic differences were observed among men. In Chicago, Minneapolis, and Oakland, more blacks were current smokers than were whites. For all sites, educational level was strongly inversely related to current smoking status; ethnic differences were more apparent among those with up to a high school education. Among white men and women, prevalence of obesity (body mass index > 31.1 kg/m2 in men and 32.3 kg/m2 in women) was greater in Birmingham and Bogalusa than in Chicago. Minneapolis, and Oakland. Mean systolic blood pressures were highest in Bogalusa, and the proportion of black men with elevated blood pressure (> or = 130/85 mmHg) was higher in Bogalusa and Birmingham. CONCLUSIONS: Community and ethnic differences in CVD risk factors were observed among young adults in two large epidemiologic studies. Further studies may enhance our understanding of the relationship of geographic differences in CVD risk to subsequent disease.

Associations of oral contraceptive use with serum lipids and lipoproteins in young women: the Bogalusa Heart Study.

PURPOSE: Cross-sectional and longitudinal associations of serum lipids and lipoproteins with oral contraceptive (OC) use were examined among white and black women aged 18-27 years in 1985-86 and 1988-1991 in the Bogalusa Heart Study, a study of cardiovascular disease in a Southern community. METHODS: Analyses of covariance. RESULTS: In 1985-1986, white OC users had significantly (p < 0.05) higher adjusted mean total and low density lipoprotein (LDL) cholesterols, and lower high density lipoprotein (HDL) cholesterol compared with nonusers; black OC users had higher triglycerides and LDL cholesterol, and lower HDL cholesterol. In 1988-1991, white OC users had higher total cholesterol, triglycerides, and LDL cholesterol, while black OC users had higher triglycerides. OC use was unrelated to mean HDL cholesterol levels in 1988-1991; however, a lower percentage of white OC users than nonusers in 1988-1991 had HDL cholesterol levels < 35 mg/dl. Longitudinally, white OC nonusers at baseline who used OCs at follow-up had significant increases from baseline levels in total cholesterol, triglycerides, and very low density lipoprotein (VLDL) and LDL cholesterols; black women showed an increase only in LDL cholesterol. White women who stopped using OCs by follow-up had a decrease in VLDL and LDL cholesterols, and an increase in HDL cholesterol. White OC users at both exams also had a significant increase in HDL cholesterol, whereas women who began using OCs by follow-up did not. CONCLUSIONS: The unfavorable lipid profile associated with OC use was not apparent upon discontinued use. Lack of an adverse effect of OC use on HDL cholesterol at follow-up may be the result of changing formulations, and requires further examination.

PIP: As part of the longitudinal Bogalusa (Louisiana, US) Heart Study, the associations of serum lipids and lipoproteins with oral contraceptive (OC) use were examined in White and Black women 18-27 years of age in analyses conducted in 1985-86 and 1988-91. In the 1985-86 analysis, White OC users had significantly higher adjusted mean total and low density lipoprotein (LDL) cholesterols and lower high density lipoprotein (HDL) cholesterol compared with White non-users. Black OC users had higher triglycerides and LDL cholesterol and lower HDL cholesterol. In 1988-91, White OC users had higher total cholesterol, triglycerides, and LDL cholesterol, while Black OC users had higher triglycerides. Although OC use was unrelated to mean HDL cholesterol levels in 1988-91, a lower percentage of White OC users than non-users in 1988-91 had HDL cholesterol levels under 35 mg/dl. Longitudinally, White OC non-users at baseline who used OCs at follow up had significant increases from baseline levels in total cholesterol, triglycerides, and very low density lipoprotein (VLDL) and LDL cholesterols; Black women showed an increase only in LDL cholesterol. White women who stopped using OCs by follow up had a decrease in VLDL and LDL cholesterols and an increase in HDL cholesterol. White OC users at both examinations also had a significant increase in HDL cholesterol, while women who began OC use by follow up did not. These findings confirm the adverse effect of OC use on serum lipids and lipoproteins in young women, but indicate these trends are reversed upon discontinuation of OC use. The change in the association of OC use with HDL cholesterol over time may reflect recent decreases in the estrogen component of the pill and changes in progestin types.