@article {1429, title = {Temporal patterns of antihypertensive medication use among elderly patients. The Cardiovascular Health Study.}, journal = {JAMA}, volume = {270}, year = {1993}, month = {1993 Oct 20}, pages = {1837-41}, abstract = {

OBJECTIVES: To estimate the incidence of newly treated hypertension and to describe the patterns of antihypertensive medication use among those aged 65 years and older.

DESIGN: Medicare eligibility lists from four US communities (Forsyth County, North Carolina; Washington County, Maryland; Sacramento County, California; and Pittsburgh, Pa) were used to obtain a representative sample of 5201 community-dwelling elderly for the Cardiovascular Health Study, a prospective cohort study of risk factors for coronary heart disease and stroke. Participants were examined at baseline and again 1 year later. The two examinations included standardized questionnaires, blood pressure measurements, and the assessment of medication use by medication inventory. In this cohort analysis, we excluded 231 subjects (4.4\%) who did not return for follow-up, 69 (1.3\%) who had missing data for medications, and another 495 (9.5\%) who were taking "antihypertensive" medications for an indication other than high blood pressure.

INTERVENTIONS: None.

RESULTS: Among the 4406 participants, 1613 used antihypertensive medications at both visits. Between the two visits, 144 started and 115 stopped antihypertensive therapy. Among nonusers at baseline, the annual incidence of newly treated hypertension was 5.2\% in women and 5.6\% in men. Due to the number of participants who stopped therapy, the overall prevalence of antihypertensive treatment increased only slightly, from 40.7\% to 41.1\% in women and from 37.1\% to 38.2\% in men, during 1 year of follow-up. After adjustment for age, systolic blood pressure, number of antihypertensive drugs, diabetes, and cardiovascular disease, the newly treated hypertensives were about half as likely as the previously treated hypertensives to receive diuretics (odds ratio [OR], 0.59; P = .008) or beta-blockers (OR, 0.52; P = .01); and they were about twice as likely to receive calcium channel blockers (OR, 1.88; P < .004) or angiotensin converting enzyme inhibitors (OR, 2.40; P < .001). A similar pattern of within-person changes over time was apparent among the continuous users.

CONCLUSIONS: Between June 1990 and June 1991, physicians were increasingly prescribing angiotensin converting enzyme inhibitors and calcium channel blockers in place of diuretics and beta-blockers for the treatment of hypertension in elderly patients, especially for those just starting therapy.

}, keywords = {Adrenergic beta-Antagonists, Aged, Analysis of Variance, Angiotensin-Converting Enzyme Inhibitors, Antihypertensive Agents, Calcium Channel Blockers, Cohort Studies, Diuretics, Drug Utilization, Female, Follow-Up Studies, Humans, Hypertension, Linear Models, Logistic Models, Male, Medicare, Practice Patterns, Physicians{\textquoteright}, Recurrence, United States, Vasodilator Agents}, issn = {0098-7484}, author = {Psaty, B M and Savage, P J and Tell, G S and Polak, J F and Hirsch, C H and Gardin, J M and McDonald, R H} } @article {799, title = {The association of personal and neighborhood socioeconomic indicators with subclinical cardiovascular disease in an elderly cohort. The cardiovascular health study.}, journal = {Soc Sci Med}, volume = {59}, year = {2004}, month = {2004 Nov}, pages = {2139-47}, abstract = {

There has been recent interest in determining whether neighborhood characteristics are related to the cardiovascular health of residents. However, there are no data regarding the relationship between neighborhood socioeconomic status (SES) and prevalence of subclinical cardiovascular disease (CVD) in the elderly. We related personal SES (education, income, and occupation type) and neighborhood socioeconomic characteristics (a block-group score summing six variables reflecting neighborhood income and wealth, education, and occupation) to the prevalence of subclinical CVD (asymptomatic peripheral vascular disease or carotid atherosclerosis, electrocardiogram or echocardiogram abnormalities, and/or positive responses to Rose Questionnaire claudication or angina pectoris) among 3545 persons aged 65 and over, without prevalent CVD, in the Cardiovascular Health Study. Sixty percent of participants had at least one indicator of subclinical disease. Compared to those without, those with subclinical disease had significantly lower education, income, and neighborhood scores and were more likely to have blue-collar jobs. After adjustment for age, gender, and race, those in the lowest SES groups had increased prevalence of subclinical disease compared with those in the highest SES groups (OR = 1.50; 95\% CI 1.21, 1.86 for income; OR = 1.41; 95\% CI 1.18, 1.69 for education; OR = 1.39; 95\% CI 1.16, 1.67 for block-group score). Those reporting a blue-collar lifetime occupation had greater prevalence of subclinical disease relative to those reporting a white-collar occupation (OR = 1.29; 95\% CI 1.02-1.59). After adjustment for behavioral and biomedical risk factors, all of these associations were reduced. Neighborhood score tended to remain inversely associated with subclinical disease after adjustment for personal socioeconomic indicators but associations were not statistically significant. Personal income and blue-collar occupation remained significantly associated with subclinical disease after simultaneous adjustment for neighborhood score and education. Personal and neighborhood socioeconomic indicators were associated with subclinical disease prevalence in this elderly cohort. These relationships were reduced after controlling for traditional CVD risk factors.

}, keywords = {Aged, California, Cardiovascular Diseases, Cohort Studies, Female, Geography, Humans, Male, Maryland, Medicare, North Carolina, Pennsylvania, Residence Characteristics, Risk Factors, Social Class, Socioeconomic Factors, Surveys and Questionnaires}, issn = {0277-9536}, doi = {10.1016/j.socscimed.2004.03.017}, author = {Nordstrom, Cheryl K and Diez Roux, Ana V and Jackson, Sharon A and Gardin, Julius M} } @article {805, title = {Barriers to health care access among the elderly and who perceives them.}, journal = {Am J Public Health}, volume = {94}, year = {2004}, month = {2004 Oct}, pages = {1788-94}, abstract = {

OBJECTIVES: We evaluated self-perceived access to health care in a cohort of Medicare beneficiaries.

METHODS: We identified patterns of use and barriers to health care from self-administered questionnaires collected during the 1993-1994 annual examination of the Cardiovascular Health Study.

RESULTS: The questionnaires were completed by 4889 (91.1\%) participants, with a mean age of 76.0 years. The most common barriers to seeing a physician were the doctor{\textquoteright}s lack of responsiveness to patient concerns, medical bills, transportation, and street safety. Low income, no supplemental insurance, older age, and female gender were independently related to perceptions of barriers. Race was not significant after adjustment for other factors.

CONCLUSIONS: Psychological and physical barriers affect access to care among the elderly; these may be influenced by poverty more than by race.

}, keywords = {Aged, Aged, 80 and over, Chi-Square Distribution, Female, Health Behavior, Health Services Accessibility, Humans, Logistic Models, Male, Medicare, Patients, Surveys and Questionnaires, United States}, issn = {0090-0036}, doi = {10.2105/ajph.94.10.1788}, author = {Fitzpatrick, Annette L and Powe, Neil R and Cooper, Lawton S and Ives, Diane G and Robbins, John A} } @article {787, title = {Predictors of falling cholesterol levels in older adults: the Cardiovascular Health Study.}, journal = {Ann Epidemiol}, volume = {14}, year = {2004}, month = {2004 May}, pages = {325-31}, abstract = {

PURPOSE: To estimate 4-year change in serum total cholesterol levels in a population-based sample of older adults and identify independent predictors of cholesterol decline.

METHODS: Prospective study of 2837 adults aged 65 years and older with serum cholesterol measured in 1992-1993 and 1996-1997.

RESULTS: Mean serum cholesterol levels declined 6.3 mg/dl between the two examinations. Declines were greater in white (-7.3 mg/dl) than black (-1.4 mg/dl) participants and in those in good/excellent health (-0.9 mg/dl) vs. fair/poor health (-3.1 mg/dl; both p < 0.01). Factors associated with greater decline on multivariate analysis included age, male gender, and higher white cell count, albumin, and baseline cholesterol. Cholesterol levels declined 2.0 mg/dl per 6 year increment in baseline age and 6.8 mg/dl more in men than women after adjustment for other factors. C-reactive protein levels were unrelated to cholesterol change.

CONCLUSION: Declining cholesterol levels were associated with male gender, advanced age, weight loss, and white blood cell count but not with C-reactive protein levels. The role of declining cholesterol synthesis, due to as yet undefined age-related changes or to cytokine-mediated reductions related to illness, should be examined to help clarify the mechanisms of the sometimes marked declines in cholesterol levels observed at advanced ages.

}, keywords = {African Americans, Age Factors, Aged, Cardiovascular Diseases, Cholesterol, European Continental Ancestry Group, Female, Forecasting, Health Status, Humans, Male, Medicare, Prospective Studies, Risk Factors, Sex Distribution, Sex Factors, United States}, issn = {1047-2797}, doi = {10.1016/j.annepidem.2003.09.006}, author = {Manolio, Teri A and Cushman, Mary and Gottdiener, John S and Dobs, Adrian and Kuller, Lewis H and Kronmal, Richard A} } @article {941, title = {Alcohol consumption in older adults and Medicare costs.}, journal = {Health Care Financ Rev}, volume = {27}, year = {2006}, month = {2006 Spring}, pages = {49-61}, abstract = {

We determined the relationship of alcohol consumption and Medicare costs among 4,392 participants in the Cardiovascular Health Study (CHS), a longitudinal, population-based cohort study of adults age 65 or over in four U.S. communities. We assessed 5-year Parts A and B costs and self-reported intake of beer, wine, and liquor at baseline. Among both sexes, total costs were approximately $2,000 lower among consumers of > 1-6 drinks per week than abstainers. The lower costs associated with moderate drinking were most apparent among participants with cardiovascular disease (CVD) and for hospitalization costs for CVD among healthy participants. Former drinkers had the highest costs.

}, keywords = {Aged, Alcohol Drinking, Cardiovascular Diseases, Female, Health Expenditures, Hospitalization, Humans, Longitudinal Studies, Male, Medicare, United States}, issn = {0195-8631}, author = {Mukamal, Kenneth J and Lumley, Thomas and Luepker, Russell V and Lapin, Pauline and Mittleman, Murray A and McBean, A Marshall and Crum, Rosa M and Siscovick, David S} } @article {879, title = {Costs for heart failure with normal vs reduced ejection fraction.}, journal = {Arch Intern Med}, volume = {166}, year = {2006}, month = {2006 Jan 09}, pages = {112-8}, abstract = {

BACKGROUND: Among the elderly population, heart failure (HF) with normal ejection fraction (EF) is more common than classic HF with low EF. However, there are few data regarding the costs of HF with normal EF. In a prospective, population-based cohort of elderly participants, we compared the costs and resource use of patients with HF and normal and reduced EF.

METHODS: A total of 4549 participants (84.5\% white; 40.6\% male) in the National Heart, Lung, and Blood Institute Cardiovascular Health Study were linked to Medicare claims from 1992 through 1998. By protocol echo examinations or clinical EF assessments, 881 participants with HF were characterized as having abnormal or normal EF. We applied semiparametric estimators to calculate mean costs per subject for a 5-year period.

RESULTS: There were 495 HF participants with normal EF (186 prevalent at study entry and 309 incident during the study period) and 386 participants with abnormal EF (166 prevalent and 220 incident). Participants with abnormal EF had more cardiology encounters and cardiac procedures. However, compared with abnormal EF participants, the 5-year costs for normal EF participants were similar in both the prevalent ($33,023 with abnormal EF and $32,580 with normal EF; P=.93) and incident ($49,128 with abnormal EF and $45,604 with normal EF; P=.55) groups. In models accounting for comorbid conditions, the costs with normal and abnormal EF remained similar.

CONCLUSIONS: Over a 5-year period, patients with HF and normal EF consume as many health care resources as those with reduced EF. These data highlight the substantial financial burden of HF with normal EF among the elderly population.

}, keywords = {Aged, Aged, 80 and over, Comorbidity, Echocardiography, Health Care Costs, Heart Failure, Humans, Incidence, Medicare, Prevalence, Prospective Studies, Regression Analysis, Statistics, Nonparametric, Stroke Volume, Systole, United States, Ventricular Function, Left}, issn = {0003-9926}, doi = {10.1001/archinte.166.1.112}, author = {Liao, Lawrence and Jollis, James G and Anstrom, Kevin J and Whellan, David J and Kitzman, Dalane W and Aurigemma, Gerard P and Mark, Daniel B and Schulman, Kevin A and Gottdiener, John S} } @article {971, title = {Alcohol consumption and type 2 diabetes among older adults: the Cardiovascular Health Study.}, journal = {Obesity (Silver Spring)}, volume = {15}, year = {2007}, month = {2007 Jul}, pages = {1758-65}, abstract = {

OBJECTIVE: The objective was to examine the role of total and beverage-specific alcohol consumption on the incidence of type 2 diabetes mellitus (DM) among elderly men and women.

RESEARCH METHODS AND PROCEDURES: We studied prospectively 4655 participants of the Cardiovascular Health Study who were free of DM at baseline. Alcohol consumption was obtained at baseline and during follow-up examinations. DM was defined using fasting glucose and/or use of hypoglycemic medications. We used Cox proportional hazard models to estimate adjusted relative risks of diabetes across alcohol categories.

RESULTS: During a mean follow-up of 6.3 years, 234 incident cases of DM were documented. Compared with never drinkers, hazard ratios [95\% confidence interval (CI)] for DM were 0.7 (0.3 to 1.4), 0.5 (0.3 to 0.9), 0.6 (0.4 to 1.1), and 0.8 (0.4 to 1.3) for former drinkers and current drinkers of <1, 1 to 6, and 7+ drinks per week, respectively, for men after adjustment for age, BMI, education, and smoking. Corresponding values for women were 1.2 (0.6 to 2.3), 0.7 (0.4 to 1.1), 0.6 (0.3 to 1.1), and 0.4 (0.2 to 1.0), respectively. A reduced risk of DM was observed with all types of beverage consumed. Similar findings were observed when we repeated the above analyses using simple or weighted cumulative alcohol update and covariates over time.

DISCUSSION: Light to moderate alcohol consumption was associated with a lower incidence of DM among elderly people, irrespective of the type of beverage consumed.

}, keywords = {Aged, Aged, 80 and over, Alcohol Drinking, Diabetes Mellitus, Type 2, Female, Follow-Up Studies, Humans, Incidence, Longitudinal Studies, Male, Medicare, Middle Aged, Risk, Smoking, Temperance, United States}, issn = {1930-7381}, doi = {10.1038/oby.2007.209}, author = {Djouss{\'e}, Luc and Biggs, Mary L and Mukamal, Kenneth J and Siscovick, David S} } @article {969, title = {Costs of the metabolic syndrome in elderly individuals: findings from the Cardiovascular Health Study.}, journal = {Diabetes Care}, volume = {30}, year = {2007}, month = {2007 Oct}, pages = {2553-8}, abstract = {

OBJECTIVE: The cardiovascular consequences of the metabolic syndrome and its component risk factors have been documented in elderly individuals. Little is known about how the metabolic syndrome and its individual components translate into long-term medical costs.

RESEARCH DESIGN AND METHODS: We used log-linear regression models to assess the independent contributions of the metabolic syndrome and its individual components to 10-year medical costs among 3,789 individuals aged > or = 65 years in the Cardiovascular Health Study.

RESULTS: As defined by the National Cholesterol Education Program Third Adult Treatment Panel report, the metabolic syndrome was present in 47\% of the sample. Total costs to Medicare were 20\% higher among participants with the metabolic syndrome ($40,873 vs. $33,010; P < 0.001). Controlling for age, sex, race/ethnicity, and other covariates, we found that abdominal obesity, low HDL cholesterol, and elevated blood pressure were associated with 15\% (95\% CI 4.3-26.7), 16\% (1.7-31.8), and 20\% (10.1-31.7) higher costs, respectively. When added to the model, the metabolic syndrome composite variable did not contribute significantly (P = 0.32).

CONCLUSIONS: Abdominal obesity, low HDL cholesterol, and hypertension but not the metabolic syndrome per se are important predictors of long-term costs in the Medicare population.

}, keywords = {Aged, Aged, 80 and over, Cholesterol, HDL, Continental Population Groups, Cost of Illness, Diabetic Angiopathies, Female, Humans, Hypertension, Interviews as Topic, Male, Medicare, Metabolic Syndrome, Multivariate Analysis, Obesity, Patient Education as Topic, Prospective Studies, Regression Analysis, United States}, issn = {1935-5548}, doi = {10.2337/dc07-0460}, author = {Curtis, Lesley H and Hammill, Bradley G and Bethel, M Angelyn and Anstrom, Kevin J and Gottdiener, John S and Schulman, Kevin A} } @article {953, title = {The effect of different public health interventions on longevity, morbidity, and years of healthy life.}, journal = {BMC Public Health}, volume = {7}, year = {2007}, month = {2007 Apr 05}, pages = {52}, abstract = {

BACKGROUND: Choosing cost-effective strategies for improving the health of the public is difficult because the relative effects of different types of interventions are not well understood. The benefits of one-shot interventions may be different from the benefits of interventions that permanently change the probability of getting sick, recovering, or dying. Here, we compare the benefits of such types of public health interventions.

METHODS: We used multi-state life table methods to estimate the impact of five types of interventions on mortality, morbidity (years of life in fair or poor health), and years of healthy life (years in excellent, very good, or good health).

RESULTS: A one-shot intervention that makes all the sick persons healthy at baseline would increase life expectancy by 3 months and increase years of healthy life by 6 months, in a cohort beginning at age 65. An equivalent amount of improvement can be obtained from an intervention that either decreases the probability of getting sick each year by 12\%, increases the probability of a sick person recovering by 16\%, decreases the probability that a sick person dies by 15\%, or decreases the probability that a healthy person dies by 14\%. Interventions aimed at keeping persons healthy increased longevity and years of healthy life, while decreasing morbidity and medical expenditures. Interventions focused on preventing mortality had a greater effect on longevity, but had higher future morbidity and medical expenditures. Results differed for older and younger cohorts and depended on the value to society of an additional year of sick life.

CONCLUSION: Interventions that promote health and prevent disease performed well, but other types of intervention were sometimes better. The value to society of interventions that increase longevity but also increase morbidity needs further research. More comprehensive screening and treatment of new Medicare enrollees might improve their health and longevity without increasing future medical expenditures.

}, keywords = {Actuarial Analysis, Cost-Benefit Analysis, Disease Management, Health Priorities, Health Promotion, Health Services, Health Status, Humans, Life Expectancy, Medicare, Models, Biological, Morbidity, United States, United States Public Health Service}, issn = {1471-2458}, doi = {10.1186/1471-2458-7-52}, author = {Diehr, Paula and Derleth, Ann and Cai, Liming and Newman, Anne B} } @article {938, title = {Long-term costs and resource use in elderly participants with congestive heart failure in the Cardiovascular Health Study.}, journal = {Am Heart J}, volume = {153}, year = {2007}, month = {2007 Feb}, pages = {245-52}, abstract = {

BACKGROUND: Although heart failure (HF) afflicts nearly 5 million Americans, the long-term cost of HF care has not been described previously. In a prospective, longitudinal cohort of community-dwelling elderly from 4 regions, we examined the long-term costs and resource use of elderly patients with HF.

METHODS: We linked 4860 elderly participants in the National Heart, Lung, and Blood Institute Cardiovascular Health Study to Medicare part A and part B claims from 1992 to 2003. Costs were calculated from Medicare payments and discounted at 3\% annually. We applied nonparametric estimators to calculate mean costs and resource use per patient for a 10-year period. To describe the relationship between patient characteristics and long-term costs, we constructed censoring-adjusted regression models.

RESULTS: There were 343 participants (84.8\% white; 50.1\% men; mean age, 78.2 years) with prevalent HF and 4517 participants without HF at study entry. Mean follow-up was 6.7 years (median, 6.4 years). The 10-year survival rates were 33\% and 63\% for the prevalent HF and nonprevalent HF groups (P < .001), respectively. The mean 10-year medical costs were significantly higher for the prevalent HF cohort (54,704 dollars vs 41 dollars,780, P < .001). The higher costs associated with HF were also reflected in greater resource use with more hospitalizations (P < .05) and more intensive care unit days (P < .05). Participants with HF had more physician visits (P < .05), with most of these encounters involving noncardiology physicians. However, in multivariate models, prevalent HF was not an independent predictor of higher costs.

CONCLUSION: Patients with HF consume substantially more health care resources than their elderly peers, and these higher costs persist through 10 years of follow-up. Many of these costs may be related to other comorbid conditions.

}, keywords = {Aged, Costs and Cost Analysis, Female, Health Resources, Heart Failure, Humans, Male, Medicare, Prospective Studies, Time Factors}, issn = {1097-6744}, doi = {10.1016/j.ahj.2006.11.010}, author = {Liao, Lawrence and Anstrom, Kevin J and Gottdiener, John S and Pappas, Paul A and Whellan, David J and Kitzman, Dalane W and Aurigemma, Gerard P and Mark, Daniel B and Schulman, Kevin A and Jollis, James G} } @article {978, title = {Potential interactions between complementary/alternative products and conventional medicines in a Medicare population.}, journal = {Ann Pharmacother}, volume = {41}, year = {2007}, month = {2007 Oct}, pages = {1617-24}, abstract = {

BACKGROUND: Despite the high prevalence of complementary and alternative medicine (CAM) product use among the elderly, little is known about the extent of concurrent CAM-conventional medicine use and the potential for adverse reactions.

OBJECTIVE: To determine the prevalence of CAM product use concurrent with conventional medications, prescription and nonprescription, in a Medicare population and assess the risk for adverse interactions.

METHODS: Retrospective analysis was performed on Cardiovascular Health Study interview data from 1994, 1995, 1997, and 1999. The prevalence of concurrent combinations of CAM products and conventional drugs was tabulated. The adverse interaction risks were categorized as unknown, theoretical, and significant.

RESULTS: Of 5052 participants, the median age was 75, 60.2\% were female, 16.6\% were African American, and 83.4\% were white. The percent using CAM products during the 4 time periods was 6.3\%, 6.7\%, 12.8\%, and 15.1\%. The percent using both CAM products and conventional drugs was 6.0\%, 6.2\%, 11.7\%, and 14.4\%. Of these, 294 (5.8\%) individuals took combinations considered to have a significant risk for an adverse interaction. Combinations with risk were observed on 393 separate interviews. Most (379) involved a risk of bleeding due to use of ginkgo, garlic, or ginseng together with aspirin, warfarin, ticlopidine, or pentoxifylline. An additional 786 observations of combinations were considered to have some, albeit theoretical or uncertain, risk for an adverse interaction.

CONCLUSIONS: Concurrent use of CAM products and conventional medicines in a Medicare population was found to be common. Research to define the risks of combining ginkgo and garlic supplements with aspirin should be of high priority.

}, keywords = {Aged, Complementary Therapies, Drug Interactions, Drug-Related Side Effects and Adverse Reactions, Female, Hemorrhage, Herb-Drug Interactions, Humans, Male, Medicare, Pharmaceutical Preparations, Phytotherapy, Plant Extracts, Plant Preparations, Retrospective Studies, Risk Factors, Washington}, issn = {1542-6270}, doi = {10.1345/aph.1K221}, author = {Elmer, Gary W and Lafferty, William E and Tyree, Patrick T and Lind, Bonnie K} } @article {1113, title = {External validity of the cardiovascular health study: a comparison with the Medicare population.}, journal = {Med Care}, volume = {47}, year = {2009}, month = {2009 Aug}, pages = {916-23}, abstract = {

BACKGROUND: The Cardiovascular Health Study (CHS), a population-based prospective cohort study, has been used to identify major risk factors associated with cardiovascular disease and stroke in the elderly.

OBJECTIVE: To assess the external validity of the CHS.

RESEARCH DESIGN: Comparison of the CHS cohort to a national cohort of Medicare beneficiaries and to Medicare beneficiaries residing in the CHS geographic regions.

SUBJECTS: CHS participants and a 5\% sample of Medicare beneficiaries.

MEASURES: Demographic and administrative characteristics, comorbid conditions, resource use, and mortality.

RESULTS: Compared with both Medicare cohorts, the CHS cohort was older and included more men and African American participants. CHS participants were more likely to be enrolled in Medicare managed care than beneficiaries in the national Medicare cohort. Compared with the Medicare cohorts, mortality in the CHS was more than 40\% lower at 1 year, approximately 25\% lower at 5 years, and approximately 15\% lower at 10 years. There were minimal differences in comorbid conditions and health care resource use.

CONCLUSION: The CHS cohort is comparable with the Medicare population, particularly with regard to comorbid conditions and resource use, but had lower mortality. The difference in mortality may reflect the CHS recruitment strategy or volunteer bias. These findings suggest it may not be appropriate to project absolute rates of disease and outcomes based on CHS data to the entire Medicare population. However, there is no reason to expect that the relative risks associated with physiologic processes identified by CHS data would differ for nonparticipants.

}, keywords = {Aged, Cardiovascular Diseases, Cohort Studies, Comorbidity, Female, Humans, Male, Medicare, Randomized Controlled Trials as Topic, Reproducibility of Results, Socioeconomic Factors, United States}, issn = {1537-1948}, doi = {10.1097/MLR.0b013e318197b104}, author = {DiMartino, Lisa D and Hammill, Bradley G and Curtis, Lesley H and Gottdiener, John S and Manolio, Teri A and Powe, Neil R and Schulman, Kevin A} } @article {6188, title = {Enhancing case ascertainment of Parkinson{\textquoteright}s disease using Medicare claims data in a population-based cohort: the Cardiovascular Health Study.}, journal = {Pharmacoepidemiol Drug Saf}, volume = {23}, year = {2014}, month = {2014 Feb}, pages = {119-27}, abstract = {

PURPOSE: We sought to improve a previous algorithm to ascertain Parkinson{\textquoteright}s disease (PD) in the Cardiovascular Health Study by incorporating additional data from Medicare outpatient claims. We compared our results to the previous algorithm in terms of baseline prevalence and incidence of PD, as well as associations with baseline smoking characteristics.

METHODS: Our original case ascertainment used self-reported diagnosis, antiparkinsonian medication, and hospitalization discharge International Classification of Diseases-Ninth version code. In this study, we incorporated additional data from fee-for-service Medicare claims, extended follow-up time, review of hospitalization records, and adjudicated cause of death. Two movement disorders specialists adjudicated final PD status. We used logistic regression models and controlled for age, sex, African American race, and education.

RESULTS: We identified 75 additional cases but reclassified 80 previously identified cases as not having PD. We observed significant inverse association with smoking status (odds ratio = 0.42; 95\% confidence interval (CI) = 0.22, 0.79), and inverse linear trends with pack-years (p = 0.005), and cigarettes per day (p = 0.019) with incident PD. All estimates were stronger than those from the previous algorithm.

CONCLUSIONS: Our enhanced method did not alter prevalence and incidence estimates compared with our previous algorithm. However, our enhanced method provided stronger estimates of association, potentially due to reduced level of disease misclassification.

}, keywords = {Aged, Aged, 80 and over, Algorithms, Antiparkinson Agents, Cohort Studies, Databases, Factual, Female, Hospitalization, Humans, Incidence, Logistic Models, Male, Medicare, Parkinson Disease, Prevalence, Prospective Studies, Smoking, Time Factors, United States}, issn = {1099-1557}, doi = {10.1002/pds.3552}, author = {Ton, Thanh G N and Biggs, Mary Lou and Comer, Diane and Curtis, Lesley and Hu, Shu-Ching and Thacker, Evan L and Searles Nielsen, Susan and Delaney, Joseph A and Landsittel, Douglas and Longstreth, William T and Checkoway, Harvey and Jain, Samay} } @article {7002, title = {Incident Atrial Fibrillation and Disability-Free Survival in the Cardiovascular Health Study.}, journal = {J Am Geriatr Soc}, volume = {64}, year = {2016}, month = {2016 Apr}, pages = {838-43}, abstract = {

OBJECTIVES: To assess the associations between incident atrial fibrillation (AF) and disability-free survival and risk of disability.

DESIGN: Prospective cohort study.

SETTING: Cardiovascular Health Study.

PARTICIPANTS: Individuals aged 65 and older and enrolled in fee-for-service Medicare followed between 1991 and 2009 (MN = 4,046). Individuals with prevalent AF, activity of daily living (ADL) disability, or a history of stroke or heart failure at baseline were excluded.

MEASUREMENTS: Incident AF was identified according to annual study electrocardiogram, hospital discharge diagnosis, or Medicare claims. Disability-free survival was defined as survival free of ADL disability (any difficulty or inability in bathing, dressing, eating, using the toilet, walking around the home, or getting out of a bed or chair). ADLs were assessed at annual study visits or in a telephone interview. Association between incident AF and disability-free survival or risk of disability was estimated using Cox proportional hazards models.

RESULTS: Over an average of 7.0 years of follow-up, 660 individuals (16.3\%) developed incident AF, and 3,112 (77\%) became disabled or died. Incident AF was associated with shorter disability-free survival (hazard ratio (HR) for death or ADL disability = 1.71, 95\% confidence interval (CI) = 1.55-1.90) and a higher risk of ADL disability (HR = 1.36, 95\% CI = 1.18-1.58) than in individuals with no history of AF. This association persisted after adjustment for interim stroke and heart failure.

CONCLUSION: These results suggest that AF is a risk factor for shorter functional longevity in older adults, independent of other risk factors and comorbid conditions.

}, keywords = {Activities of Daily Living, Aged, Aged, 80 and over, Atrial Fibrillation, Disability Evaluation, Electrocardiography, Female, Geriatric Assessment, Humans, Incidence, Longevity, Longitudinal Studies, Male, Medicare, Prevalence, Prospective Studies, Survival Rate, United States}, issn = {1532-5415}, doi = {10.1111/jgs.14037}, author = {Wallace, Erin R and Siscovick, David S and Sitlani, Colleen M and Dublin, Sascha and Mitchell, Pamela H and Odden, Michelle C and Hirsch, Calvin H and Thielke, Stephen and Heckbert, Susan R} } @article {6932, title = {Study of Cardiovascular Health Outcomes in the Era of Claims Data: The Cardiovascular Health Study.}, journal = {Circulation}, volume = {133}, year = {2016}, month = {2016 Jan 12}, pages = {156-64}, abstract = {

BACKGROUND: Increasingly, the diagnostic codes from administrative claims data are being used as clinical outcomes.

METHODS AND RESULTS: Data from the Cardiovascular Health Study (CHS) were used to compare event rates and risk factor associations between adjudicated hospitalized cardiovascular events and claims-based methods of defining events. The outcomes of myocardial infarction (MI), stroke, and heart failure were defined in 3 ways: the CHS adjudicated event (CHS[adj]), selected International Classification of Diseases, Ninth Edition diagnostic codes only in the primary position for Medicare claims data from the Center for Medicare \& Medicaid Services (CMS[1st]), and the same selected diagnostic codes in any position (CMS[any]). Conventional claims-based methods of defining events had high positive predictive values but low sensitivities. For instance, the positive predictive value of International Classification of Diseases, Ninth Edition code 410.x1 for a new acute MI in the first position was 90.6\%, but this code identified only 53.8\% of incident MIs. The observed event rates for CMS[1st] were low. For MI, the incidence was 14.9 events per 1000 person-years for CHS[adj] MI, 8.6 for CMS[1st] MI, and 12.2 for CMS[any] MI. In general, cardiovascular disease risk factor associations were similar across the 3 methods of defining events. Indeed, traditional cardiovascular disease risk factors were also associated with all first hospitalizations not resulting from an MI.

CONCLUSIONS: The use of diagnostic codes from claims data as clinical events, especially when restricted to primary diagnoses, leads to an underestimation of event rates. Additionally, claims-based events data represent a composite end point that includes the outcome of interest and selected (misclassified) nonevent hospitalizations.

}, keywords = {Blood Glucose, Cardiovascular Diseases, Female, Follow-Up Studies, Health Surveys, Hospitalization, Hospitals, Veterans, Humans, Insurance Claim Review, International Classification of Diseases, Lipids, Male, Managed Care Programs, Medicare, Risk Factors, Sampling Studies, Treatment Outcome, United States}, issn = {1524-4539}, doi = {10.1161/CIRCULATIONAHA.115.018610}, author = {Psaty, Bruce M and Delaney, Joseph A and Arnold, Alice M and Curtis, Lesley H and Fitzpatrick, Annette L and Heckbert, Susan R and McKnight, Barbara and Ives, Diane and Gottdiener, John S and Kuller, Lewis H and Longstreth, W T} } @article {9095, title = {Longitudinal Changes in Hearing and Visual Impairments and Risk of Dementia in Older Adults in the United States.}, journal = {JAMA Netw Open}, volume = {5}, year = {2022}, month = {2022 05 02}, pages = {e2210734}, abstract = {

Importance: Hearing and vision problems are individually associated with increased dementia risk, but the impact of having concurrent hearing and vision deficits, ie, dual sensory impairment (DSI), on risk of dementia, including its major subtypes Alzheimer disease (AD) and vascular dementia (VaD), is not well known.

Objective: To evaluate whether DSI is associated with incident dementia in older adults.

Design, Setting, and Participants: This prospective cohort study from the Cardiovascular Health Study (CHS) was conducted between 1992 and 1999, with as many as 8 years of follow-up. The multicenter, population-based sample was recruited from Medicare eligibility files in 4 US communities with academic medical centers. Of 5888 participants aged 65 years and older in CHS, 3602 underwent cranial magnetic resonance imaging and completed the modified Mini-Mental State Examination in 1992 to 1994 as part of the CHS Cognition Study. A total of 227 participants were excluded due to prevalent dementia, leaving a total of 3375 participants without dementia at study baseline. The study hypothesis was that DSI would be associated with increased risk of dementia compared with no sensory impairment. The association between the duration of DSI with risk of dementia was also evaluated. Data analysis was conducted from November 2019 to February 2020.

Exposures: Hearing and vision impairments were collected via self-report at baseline and as many as 5 follow-up visits.

Main Outcomes and Measures: All-cause dementia, AD, and VaD, classified by a multidisciplinary committee using standardized criteria.

Results: A total of 2927 participants with information on hearing and vision at all available study visits were included in the analysis (mean [SD] age, 74.6 [4.8] years; 1704 [58.2\%] women; 455 [15.5\%] African American or Black; 2472 [85.5\%] White). Compared with no sensory impairment, DSI was associated with increased risk of all-cause dementia (hazard ratio [HR], 2.60; 95\% CI, 1.66-2.06; P < .001), AD (HR, 3.67; 95\% CI, 2.04-6.60; P < .001) but not VaD (HR, 2.03; 95\% CI, 1.00-4.09; P = .05).

Conclusions and Relevance: In this cohort study, DSI was associated with increased risk of dementia, particularly AD. Evaluation of hearing and vision in older adults may help to identify those at high risk of developing dementia.

}, keywords = {Aged, Alzheimer Disease, Cohort Studies, Female, Hearing, Hearing Loss, Humans, Male, Medicare, Prospective Studies, United States, Vision Disorders}, issn = {2574-3805}, doi = {10.1001/jamanetworkopen.2022.10734}, author = {Hwang, Phillip H and Longstreth, W T and Thielke, Stephen M and Francis, Courtney E and Carone, Marco and Kuller, Lewis H and Fitzpatrick, Annette L} }