Detection of drug related problems in an interdisciplinary health care model for rural areas in Germany.

OBJECTIVE: The disparity between an increasing complexity of patients' treatment and the declining number of general practitioners (GP) require action. The AGnES-concept (general practitioner-relieving, community-based, e-health assisted, systemic intervention) is based on the delegation of original physician-activities to qualified AGnES-practice assistants. Purposes of AGnES part 1 were to determine the feasibility of community-based home medication reviews (HMR) and the establishment of a health professional network to identify drug related problems (DRP) in the domicile of elderly patients. Two consecutive studies (AGNES 2 + 3) were conducted to implement HMR. SETTING: General practices on the isle of Rugia in Mecklenburg-Western Pomerania, a German rural area. Patients who receive regular home visits by their GP were addressed. METHOD: Study-instruments for the feasibility study (AGnES 1) were designed by an expert panel and modified for the implementation (AGnES 2 + 3) studies. HMR were conducted by additionally qualified AGnES-practice assistants regarding DRP like drug-drug interaction (DDI), adverse drug reactions (ADR), and compliance. DRP-selection was inspired by the coding system Pi-Doc. Pharmacists checked DRP and intervened, if necessary. 18 (AGnES 1) and 60 (AGnES 2 + 3) geriatric patients received a minimum of two home visits by an AGnES-practice assistant. MAIN OUTCOME MEASURE: Feasibility was assessed by patients' satisfaction with care provided by the AGnES-practice assistant. For implementation reported DRP and the conducted interventions were evaluated. RESULTS: During AGnES 1 a documentation sheet was developed and tested. 56 potential DDI were identified. 37 of 112 drugs which caused potential interactions were attributed to OTC medication and food components. 84% of respondents judged the systematic evaluation of their pharmacotherapy as helpful. During AGnES 2 + 3 local pharmacists identified DDIs in 45% of patients. Seven patients (11.6%) reported at least one ADR attributable to their current medication. Those patients who received a second HMR (n = 29) during AGnES 2 + 3 rated the HMR as reasonable 65.5% (n = 19), and partly reasonable 24.1% (n = 7). CONCLUSIONS: By comprehensive HMR conducted by AGnES-practice assistants in delegation of the patients' GPs in cooperation with local pharmacists we could identify a considerable prevalence of DRP under real-life conditions. Further studies should recruit more participants including a control group with usual care.

Predictive modeling of health care costs: do cardiovascular risk markers improve prediction?

BACKGROUND: To investigate the ability of multiple cardiovascular disease (CVD) markers to predict future health care costs. CVD markers included traditional risk factors (smoking status, body mass index, waist circumference, alcohol intake, diabetes, total : high-density lipoprotein cholesterol ratio, actual hypertension, physical activity) and newer markers (carotid intima-media thickness, hemoglobin A1c, apolipoprotein B : apolipoprotein A-1 ratio, lipoprotein (a), leukocyte count, high-sensitive C-reactive protein, plasma fibrinogen, estimated glomerular filtration rate, urinary albumin : creatinine ratio). DESIGN AND METHODS: The study sample consisted of 2233 participants without history of myocardial infarction, stroke, heart failure, and angina pectoris at baseline (50.6% women; mean age 60.9 years; age range 45-81 years) from the cohort Study of Health in Pomerania, Germany (median follow-up 5 years). RESULTS: Predictive modeling revealed that a basic model with sex, age, years of school education, insurance status, and income explained 0.9% in baseline total cost variation and 1.5% in total cost variation at 5-year follow-up. The incorporation of a combination of significant CVD markers resulted in an increase in the R2 for total costs of 70% at baseline and 69% after 5 years, with a final R2 of 0.030 at baseline and an R2 of 0.048 at 5-year follow-up. CONCLUSION: Our data suggest that for individuals without history of CVD, the simultaneous addition of several CVD risk markers improves predictive modeling of future health care costs beyond that of a model that is based on established health care predictors.

Extended recruitment efforts minimize attrition but not necessarily bias.

OBJECTIVES: There has been a debate about the effect of extended recruitment efforts on attrition and bias. The aims of the present study are (1) to investigate the effectiveness of extensive multimode recruitment procedures; (2) to study their effect on attrition and bias; and (3) to determine the potential predictors of attrition. STUDY DESIGN AND SETTING: We used data from the longitudinal population-based study of health in Pomerania. RESULTS: Using multimode recruitment methods, we reached a follow-up response proportion of 83.6%. In-person contacts at home turned out to be an effective recruitment tool. Sociodemographic and health characteristics of late respondents and converted nonrespondents were most distinct from early respondents but not necessarily indicative of nonrespondents. Analyzing attrition bias, extended recruitment efforts produced an effect only for sociodemographic characteristics but not for health-related indicators. The strongest predictors for attrition from the regression model were late recruitment at baseline, unemployment, low educational level, female sex, and smoking habit. CONCLUSION: Extended recruitment efforts appeared justified in terms of response maximization. However, enhanced response proportions may not necessarily minimize bias. In our analysis, aiming for a high-response proportion in terms of health-related indicators had no effect, because late respondents did not differ from early respondents.

Impact of fatty liver disease on health care utilization and costs in a general population: a 5-year observation.

BACKGROUND & AIMS: Fatty liver disease is a common condition in the Western world. Fatty liver may progress to steatohepatitis and cirrhosis. It is not yet known whether fatty liver disease results in higher health care utilization and costs. METHODS: We used data from the Study of Health in Pomerania (SHIP), Germany, to assess the relation of fatty liver disease to self-reported health care utilization and costs at baseline and 5 years. The SHIP is a general population cohort study of 4310 adults aged 20 to 79 years at baseline in Pomerania. Fatty liver disease was defined as the presence of a hyperechogenic pattern of the liver and elevated serum alanine aminotransferase (ALT) levels. RESULTS: In multivariable analyses, average annual overall health care costs at baseline and follow-up measurement were significantly higher for individuals with sonographic fatty liver and increased serum ALT levels. For example, controlling for comorbid conditions, subjects with sonographic fatty liver disease and increased serum ALT levels had 26% higher overall health care costs at 5-year follow-up. Analyses also suggest that diabetes and cardiovascular disease might mediate the relation of fatty liver disease and health care utilization and costs. CONCLUSIONS: Policies seeking to minimize costs associated with fatty liver disease might want to consider addressing behavioral risk factors of fatty liver disease.

Effects of smoking cessation on health care use: is elevated risk of hospitalization among former smokers attributable to smoking-related morbidity?

BACKGROUND: Although the association between smoking status and health services use is well established, this relation is not well-studied for the comparison of current and former smokers. Some studies showed higher utilization of health services among former smokers compared to continuing smokers. This study investigates the relation between smoking status, time since smoking cessation and hospitalization in a general population sample. We hypothesized that elevated risk of hospitalization among former smokers compared with continuing smokers is related to higher smoking-related morbidity among former smokers. METHODS: Data from a cross-sectional sample of 4310 adults aged 20-79 in Pomerania, Germany was used (response proportion 68.8%). Smoking status, time since smoking cessation (in years), and date of diagnosis of smoking-related diseases were determined from self-reports. We used fractional polynomials to determine the dose-response relation of time since cessation and risk of hospitalization. Confounding was investigated allowing for different sets of confounding variables. RESULTS: We found that the probability of hospitalization was highest among those who quit 1-3 years ago and decreased thereafter. Adjustment for health status and socio-economic variables revealed that this association is attenuated by current diagnosis of smoking-related diseases. CONCLUSION: Short-term excess health care utilization among former smokers might result from smoking-related conditions that may have led to smoking cessation. Findings suggest that smoking cessation has long-term health benefits resulting in lower health care needs.

Alcohol consumption and out-patient services utilization by abstainers and drinkers.

AIMS: Previous studies have found that abstainers utilize out-patient health services more than alcohol consumers. The aim of this study was to investigate this relationship further by including several confounding variables and effect modifiers. It was hypothesized that abstainers utilize more health services because they have less social resources, practice more risky health behaviours, have poorer self-reported health and suffer more from chronic diseases. DESIGN AND PARTICIPANTS: Cross-sectional health survey of a random sample of adults aged 20-64 in Pomerania, Germany. The response rate was 68.8%. Alcohol consumption was assessed using a quantity-frequency measure and categorized into past-year abstainers, low-risk, medium-risk and high-risk drinkers. Confounders and effect modifiers included socio-demographic and health-related variables. FINDINGS: Abstainers had a 43% higher rate (rate ratio = 1.43, 95% CI = 1.24, 1.63) of physician visits compared to low-risk drinkers, adjusting for age and gender. Medium-risk and high-risk drinkers did not differ from low-risk drinkers in terms of out-patient visits. Further regression adjustment for socio-economic covariates, self-reported health status and chronic diseases suggested that abstainers used more out-patient services because they were more ill than drinkers. The effect of mental health status and the number of chronic diseases on out-patient visits was greater for abstainers than drinkers. CONCLUSIONS: The relation between alcohol consumption and out-patient services is explained partly by poorer health among the abstainers. Further research is needed to affirm these results, such as transferring this evidence to the utilization of in-patient health services.

[Mental distress and the use of psychiatric and psychotherapeutic treatments services: results of the Study of Health in Pomerania]. / Seelische Belastung und Inanspruchnahme psychiatrischer und psychotherapeutischer Versorgung--Ergebnisse der Study of Health in Pomerania (SHIP).

OBJECTIVE: Due to the lack of adequate data on the need of psychiatric and psychotherapeutic care in the community, an evidence-based goal directed development of treatment systems in socioeconomically poorer regions in former Eastern Germany is not feasible. METHOD: A community sample from the Study of Health in Pomerania (N = 4310) was investigated with the "Beschwerdenliste" from von Zerssen. The met and the unmet need of care were estimated. RESULTS: 3.1 % of all subjects were treated at least once by a mental health professional during the last 12 months. 12 % of the subjects, currently not in treatment, were estimated to be highly distressed by psychopathological symptoms and were considered to be potentially in need of mental health care. From this follows a treatment rate of 20 %. Subjects with high mental stress consulted their GP's, internists, orthopedics and neurologists significantly more often than subjects with low mental stress. CONCLUSION: A considerable need of psychiatric and psychotherapeutic treatment facilities has to be faced. Besides the improvement of psychiatric and psychotherapeutic treatment facilities, psychosocial networks should be established in order to provide an integrative and interdisciplinary approach to mental problems in the community.