Objective: Despite evidence indicating therapeutic benefit for adhering to a prescribed regimen, many patients do not take their medications as prescribed. Non-adherence often leads to morbidity and to higher health care costs. The objective of the study was to assess patient characteristics associated with medication adherence across eight diseases. Design:Retrospective data from a repository within an integrated health system was used to identify patients ≥18 years of age with ICD-9-CM codes for primary or secondary diagnoses for any of eight conditions (depression, hypertension, hyperlipidemia, diabetes, asthma or chronic obstructive pulmonary disease, multiple sclerosis, cancer, or osteoporosis). Electronic pharmacy data was then obtained for 128 medications used for treatment.Methods: Medication possession ratios (MPR) were calculated for those with one condition and one drug (n=15,334) and then for the total population having any of the eight diseases (n=31,636). The proportion of patients adherent (MPR ≥80%) was summarized by patient and living-area (census) characteristics. Bivariate associations between drug adherence and patient characteristics (age, sex, race, education, and comorbidity) were tested using contingency tables and chi-square tests. Logistic regression analysis examined predictors of adherence from patient and living area characteristics. Results:Medication adherence for those with one condition was higher in males, Caucasians, older patients, and those living in areas with higher education rates and higher income. In the total population, adherence increased with lower comorbidity and increased number of medications. Substantial variation in adherence was found by condition with the lowest adherence for diabetes (51%) and asthma (33%). Conclusions:The expectation of high adherence due to a covered pharmacy benefit, and to enhanced medication access did not hold. Differences in medication adherence were found across condition and by patient characteristics. Great room for improvement remains, specifically for diabetes and asthma.
Immunizations are crucial to the prevention of disease, thus, having an accurate measure of vaccination status for a population is an important guide in targeting prevention efforts. In order to comprehensively assess the validity of self-reported adult vaccination status for the eight most common adult vaccines we conducted a survey of vaccination receipt and compared it to the electronic medical record (EMR), which was used as the criterion standard, in a population of community-dwelling patients in a large healthcare system. In addition, we assessed whether validity varied by demographic factors. The vaccines included: pneumococcal (PPSV), influenza (Flu), tetanus diphtheria (Td), tetanus diphtheria pertussis (Tdap), Human PapillomaVirus (HPV), hepatitis A (HepA), hepatitis B (HepB) and herpes zoster (shingles). Telephone surveys were conducted with 11,760 individuals, ≥ 18, half with documented receipt of vaccination and half without. We measured sensitivity, specificity, positive and negative predictive value, net bias and over-and under-reporting of vaccination. Variation was found across vaccines, however, sensitivity and specificity did not vary substantially by either age or race/ethnicity. Sensitivity ranged between 63% for HepA to over 90% (tetanus, HPV, shingles and Flu). Hispanics were 2.7 times more likely to claim receipt of vaccination compared to whites. For PPSV and Flu those 65+ had low specificity compared to patients of younger ages while those in the youngest age group had lowest specificity for HepA and HepB. In addition to racial/ethnic differences, over-reporting was more frequent in those retired and those with household income less than $75,000. Accurate information for vaccination surveillance is important to estimate progress toward vaccination
While the frequency of HCV infection was lower than previous estimates for the US population, the strong correlation with risk factors suggests that using the database risk algorithm for screening is a useful approach. Managed care plans with suitable data on their enrollee populations are in a key position to serve an important public health role in detecting asymptomatic patients who are infected with HCV.
Background: Adherence to prescribed medications is associated with improved health outcomes in many chronic conditions. Measures of adherence typically depend on administrative data from pharmacy dispensing databases and require a minimum of two drug dispensings to calculate (ongoing adherence). Patients who do not pick up the initial prescription (primary non-adherers) or who fill it only once (early non-adherers) are excluded from calculations based on pharmacy databases. Reasons for nonadherence in primary and early non-adherent patients could be different from those in patients with ongoing dispensings who discontinue or who are not fully adherent to their medications and could vary across diseases or drug classes. Aim: To characterize primary and early non-adherers among a population of patients with diabetes, hypertension, and/or hyperlipidemia enrolled in an integrated health system. Methods: We identified Kaiser Permanente Colorado (KPCO) members with a newly-initiated order for a medication of interest in 2007 and 2008. Orders were identified using electronic health record data; these orders were sent to the pharmacy information management system (PIMS). From PIMS we determined if/ when dispensing occurred. We classified patients into ongoing adherence and primary and early non-adherence groups. If patients had new orders for more than one drug of interest, we classified them as early or primary non-adherers only if they were not in the ongoing adherence group for any of the drugs. Patients were also classified according to drug group (antidiabetic, antihypertensive, antihyperlipidemic, or multi-drug). Results: Of 15,417 patients with a newly-initiated order for a drug of interest, 1147 (7.4%) were in the primary non-adherence group and 3355 (21.8%) were early nonadherers. Individuals initiated on more than one drug were most likely to be in the ongoing dispensing group. Almost 10% (754 of 7636) of individuals prescribed an anti-diabetic or antihyperlipidemic drug did not fill their first prescription, twice as many as among those prescribed an antihypertensive drug. Conclusions: Excluding the relatively large proportion of patients who do not receive ongoing dispensings of a newly-initiated drug yields an incomplete picture of medication adherence and thereby the potential factors contributing to non-adherence. For example, we found primary nonadherence differed across therapeutic classes.
An increasing number of vaccines are now designated as maternal vaccines, recommended prior to, during, or immediately following pregnancy. The influenza and pertussis (Tdap) vaccines have the potential to improve the health of women and their offspring. Among privately insured women of reproductive age, goals of this study were to describe influenza and Tdap vaccination coverage and to explore variation in coverage by age and race/ethnicity. This cross-sectional, observational study included women 18-44 years of age with continuous enrollment from 1 January 2007-31 March 2011 in a single, Midwestern health insurance plan and at least one visit to a plan affiliated practice. Data on vaccine coverage came from insurance claims, supplemented by electronic medical record data. Primary outcomes were: receipt of Tdap ever, receipt of Tdap or Tetanus vaccination (Td) in the past 10 years, and receipt of influenza vaccination during the 2010-2011 influenza season. Coverage was compared by race/ethnicity. Among 12,657 women with continuous private insurance, 45.5 % had received Tdap ever, 82.5 % had received Td or Tdap in the past 10 years, and 39.8 % received the influenza vaccine in the 2010-2011 season. Marked disparities in influenza vaccination coverage by race/ethnicity were observed, only 30.0 % of African American women received influenza vaccine compared to 40.7 % of white, non-Hispanic women (p < .0001). Among insured women of reproductive age, there is a need for interventions to increase Tdap and influenza vaccination uptake. Further research is needed to understand and address disparities in influenza vaccination coverage in this population.
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