Association of refill adherence and health care use among adults with hypertension in an urban health care system.

STUDY OBJECTIVES: To determine the rates of undersupply, appropriate supply, and oversupply of antihypertensive drugs, as measured by refill adherence, among patients with complicated and uncomplicated hypertension (i.e., patients who have and have not, respectively, experienced hypertension-related target organ damage), and to examine the association of refill adherence with hospitalization and health care costs among these patients. DESIGN: Retrospective analysis of electronic medical records. SETTING: An urban, public health care system. PATIENTS: A total of 15,206 patients aged 18 years or older whose electronic medical records indicated a clinical diagnosis of hypertension based on the International Classification of Diseases, Ninth Revision, Clinical Modification codes, and who had received at least one prescription of an antihypertensive drug from 1995-2001. MEASUREMENTS AND MAIN RESULTS: We used multivariable analyses to investigate the association of refill adherence with hospitalization and costs. On average, 53% of patients had appropriate supplies (80-120% of supplies needed), 7% had undersupplies, and 40% had oversupplies of drug annually. For patients with complicated hypertension, an undersupply of drug was associated with a 15% greater probability (p=0.009) and an oversupply with a 16% greater probability (p<0.0001) of hospitalization. Among those with uncomplicated hypertension, oversupply was associated with an 11% greater probability (p=0.0002) of hospitalization; undersupply was not associated with greater probability of hospitalization. Total health care costs were lower for patients with undersupplies and higher for those with oversupplies of drug. CONCLUSION: Among adults in an urban health care system with complicated hypertension, both undersupply and oversupply of drug were associated with increased hospitalization rates. Monitoring refill adherence of patients, particularly those with low income, minority status, and complicated hypertension, may be useful for targeting patients with undersupplies of drug to encourage refill adherence and identifying patients with oversupplies, who are at high risk of hospitalization.

Health care and medication costs and use among older adults with heart failure.

BACKGROUND: Heart failure disproportionately affects older adults for whom multiple medications are prescribed to prevent exacerbations and hospitalization. To target interventions effectively, it is important to understand the association of medication acquisition with health care utilization and costs. METHODS: We used electronic medical records from an urban public health care system to identify patients aged >/=50 years who had a diagnosis of heart failure. We assessed the association between inappropriate or appropriate medication supplies and hospitalization and costs using multivariable analyses that adjusted for demographic characteristics, prior health care use, health status, and insurance status. RESULTS: Total health care costs for treating 1554 patients with heart failure from 1996 to 2000 were 36.6 million dollars (in 2000 dollars). Less than a third of patients received appropriate medication supplies (between 90% and 110% of the supplies needed) annually. Compared with patients with appropriate supplies, the odds of hospitalization were greater among those with undersupplies (odds ratio [OR] = 3.1; 95% confidence interval [CI]: 2.3 to 4.2; P <0.0001) or oversupplies (OR = 2.0; 95% CI: 1.7 to 2.4; P <0.0001). Total costs were 25% higher for patients with undersupplies (95% CI: 8% to 46%; P = 0.004) and 18% higher for those with oversupplies (95% CI: 7% to 30%; P = 0.0009) than for those with appropriate supplies. CONCLUSION: Among adults with heart failure, inappropriate medication supplies were associated with increased hospitalization and higher costs. Monitoring medication supplies from electronic medical records may be a useful component of programs aiming to improve care while managing costs.

Structure, functions, and activities of a research support informatics section.

The authors describe a research group that supports the needs of investigators seeking data from an electronic medical record system. Since its creation in 1972, the Regenstrief Medical Records System has captured and stored more than 350 million discrete coded observations on two million patients. This repository has become a central data source for prospective and retrospective research. It is accessed by six data analysts--working closely with the institutional review board--who provide investigators with timely and accurate data while protecting patient and provider privacy and confidentiality. From January 1, 1999, to July 31, 2002, data analysts tracked their activities involving 47,559 hours of work predominantly for physicians (54%). While data retrieval (36%) and analysis (25%) were primary activities, data analysts also actively collaborated with researchers. Primary objectives of data provided to investigators were to address disease-specific (35.4%) and drug-related (12.2%) questions, support guideline implementation (13.1%), and probe various aspects of clinical epidemiology (5.7%). Outcomes of these endeavors included 117 grants (including 300,000 US dollars per year salary support for data analysts) and 139 papers in peer-reviewed journals by investigators who rated the support provided by data analysts as extremely valuable.