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Hierarchical Condition Categories (HCCs) are a common risk adjustment tool that may support alignment of care management resources with the clinical needs of a population. The authors examined the association between HCC scores and physician-determined clinical risk (CR) scores, annual charges, and utilization of medical care. CR score was defined as the anticipated risk for "ED or a hospital admission" within the following year. For each of the top 50 high-risk patients identified by total HCC score, the patient's primary care physician (PCP) entered a CR score based on their judgement. A total of 128 PCPs entered scores on 6167 patients of all ages across 31 primary care practices in the Finger Lakes Region of New York. Multiple correlation between HCC scores and physician CR scores was 44.0% (P < 0.001); only 18.5% of PCPs had a correlation >60%. There was a positive association between CR score and charges (slope 19.7K; P < 0.001) and between HCC score and charges (slope 25.7K; P < 0.001). Both HCC and CR scores were positively correlated (P < 0.001) with medical/surgical admissions, emergency department (ED) visits, and utilization of advanced imaging. Across a broad range of patients, HCC scores had a moderate-to-weak correlation with physician-determined CR scores for patients' risk of an ED visit or hospital admission. Both CR scores and HCCs scores were positively associated with charges and utilization. HCCs may assist in the allocation of health resources, but the relatively weak correlation with physician-determined CR scores warrants caution.

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The objective was to evaluate the long-term impact that the University of Rochester Employee Wellness program has made in reducing cardiovascular disease risk. The authors conducted a 5-year retrospective study to measure change in health outcomes for more than 16,000 employees who participated in the program for more than 1 year between January 2013 and December 2017. A logistic regression model was applied to estimate the impact of participation on improvement in cardiovascular disease risk. Statistically significant improvement was found in the health of participants. Almost 50% of all program participants, having moderate-to-high risk at baseline, improved their 10-year cardiovascular disease risk. Moreover, about a third of participants improved by a full risk category. Engagement in a condition management program also was found to increase the odds of improvement by 36%. The integrated approach to wellness can improve the long-term health of participants and reduce their risk of developing cardiovascular disease by achieving long-term improved lifestyle behaviors. Employers, employee benefits brokers, and insurance companies need to assess wellness programs by their performance and by their design, specifically as it relates to long-term outcomes.

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INTRODUCTION: Low back pain (LBP) is among the leading indications for the prescription of opioid analgesics in clinical practice. There is increasing evidence suggesting that these agents may have diminished efficacy in the treatment of LBP. OBJECTIVES: We evaluated the relationship between depression, the probability of receiving an opioid prescription, and the amount of morphine equivalent amounts prescribed per year among patients with LBP using nationwide data. METHODS: A cross-sectional analysis was performed on existing data from the Medical Expenditure Panel Survey data set from the period 2004 to 2009. Demographic, medical condition, Patient Health Questionnaire-2 responses, and prescription drug information were obtained on 56,811,864 weighted person-years of data from individuals aged 18 to 65 with an ICD-9 code specific to LBP. RESULTS: Increases in PHQ-2 score, as well a positive screen for depression, were associated with an increased probability of being prescribed opioid therapy and more morphine equivalents per year. CONCLUSION: Analysis of a nationwide sample of patients with LBP shows an association between depression and higher rates of opioid prescribing after controlling for several known cofounders. Clinicians prescribing opioids in LBP populations that rely on clinical trial results that exclude depressed patients may misjudge the risks and benefits of this class of therapy.

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OBJECTIVES: We investigated how quality of care affects choosing a nursing home. METHODS: We examined nursing home choice in California, Ohio, New York, and Texas in 2001, a period before the federal Nursing Home Compare report card was published. Thus, consumers were less able to observe clinical quality or clinical quality was masked. We modeled nursing home choice by estimating a conditional multinomial logit model. RESULTS: In all states, consumers were more likely to choose nursing homes of high hotel services quality but not clinical care quality. Nursing home choice was also significantly associated with shorter distance from prior residence, not-for-profit status, and larger facility size. CONCLUSIONS: In the absence of quality report cards, consumers choose a nursing home on the basis of the quality dimensions that are easy for them to observe, evaluate, and apply to their situation. Future research should focus on identifying the quality information that offers the most value added to consumers.

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Early clues of change in heart failure (HF) status, such as weight gain or reduced exercise tolerance, may be missed by caregivers in nursing homes (NHs) since daily weight measurement and functional assessments may not be performed routinely. These factors are likely to contribute to a delay in non-emergent care for the resident. The purpose of this study was to examine patterns of care activities provided in the NH setting to residents with HF and document variations in these care patterns across a random national sample of NHs. Care activities performed daily within a large proportion of NHs for residents with HF were assessment for changes in HF symptoms (94%), changes in mental status (91%), and changes in swelling/edema (85%). There was wide variation in care patterns. Not all evidence-based guidelines for HF care and monitoring were followed in the NH setting, which could affect hospitalizations and other outcomes.

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The peer-led team learning (PLTL) model was introduced into a graduate-level course in health economics at our school of nursing. We believed this collaborative learning program, emphasizing peer-to-peer interaction to solve complex problems, would increase student engagement and mastery of course content. The course was redesigned to accommodate a weekly 1-hour workshop conducted by peer leaders. To gain better understanding of the effect of the PLTL model, focus groups were conducted at the end of the course. Evaluation of the focus group discussions showed that peer-led workshops helped students understand the subject matter. The opportunity to discuss concepts taught during lecture with their peers helped deepen students' understanding of the material and apply this knowledge in the classroom. These findings support continuation of the PLTL model in future health economics classes and suggest that this approach may be beneficial in other graduate level-nursing courses.

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OBJECTIVE: Frequent use of health-care services associated with pediatric asthma places substantial economic burden on families and society. The purpose of this study is to examine the cost-saving effects of a peer-led program through reduction in health-care utilization in comparison to an adult-led program. METHODS: Randomly assigned adolescents (13-17 years) participated in either peer-led (n = 59) or adult-led (n = 53) asthma self-management program. Health-care utilization data were collected at baseline and at 3-, 6-, and 9-months post-intervention. Negative binomial regression models were conducted to examine the effects of the peer-led program on health-care utilization. Net cost savings were estimated based on the differences in program costs and health-care utilization costs between groups. RESULTS: Significant group differences were found in acute office visits and school clinic visits after controlling for race and socioeconomic status. The incidence rate of acute office visits was 80-82% less for the peer-led group during follow-ups. The peer-led group was four to five times more likely to use school clinics due to asthma than the adult-led group during follow-ups. The non-research cost of peer-led program per participant was lower than the adult-led program, $64 versus $99, respectively. The net cost saving from the reduction in acute office visits and the lower program costs of the peer-led program was estimated $51.8 per person for a 3-month period. CONCLUSIONS: An asthma self-management program using peer leaders can potentially yield health-care cost savings through the reduction in acute office visits in comparison to a traditional program led by health-care professionals.

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OBJECTIVES: To evaluate cost-effectiveness of a tobacco dependence intervention based on self-determination theory (SDT) and consistent with the Public Health Service (PHS)-sponsored Clinical Practice Guideline for Treating Tobacco Use and Dependence. STUDY DESIGN: Adult smokers were recruited into a randomized cessation-induction trial of an intensive intervention versus community care. Seven-day point prevalence (7dPP) tobacco abstinence and cost-effectiveness of the intervention were examined using 737 participants with health insurance. METHODS: Community care (CC) participants received smoking-cessation pamphlets and information on local treatment programs. Intervention participants received those materials and were asked to meet 4 times over 6 months with study counselors to discuss their health in a manner that supported autonomy and perceived competence. The third-party payer's perspective was used for this analysis, and the primary outcome was cost-effectiveness using self-reported 7dPP tobacco abstinence at 6 months. Sensitivity analyses were performed using costs of generic medications, biochemically validated tobacco abstinence, actual rates of tobacco abstinence, life-years saved (not adjusted for quality of life), and costs in 2011 US dollars. A subgroup analysis was conducted using smokers who did not want to stop within 30 days. RESULTS: Smokers in the intervention, relative to CC, were more likely to attain 7dPP tobacco abstinence at 6 months. The overall incremental cost-effectiveness ratio was $1258 per quality-adjusted life-year saved, in US dollars. The sensitivity and subgroup analyses yielded similar results. CONCLUSIONS: An intervention based on SDT and consistent with the PHS Guideline facilitated tobacco abstinence among insured smokers and was cost-effective compared with other tobacco dependence and medical interventions.

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The life expectancy of African Americans has been substantially lower than that of white Americans for as long as records are available. The life expectancy of all Americans has been lower than that of all Canadians since the beginning of the 20th century. Until the 1970s this disparity was the result of the low life expectancy of African Americans. Since then, the life expectancy of white Americans has not improved as much as that of all Canadians. This article discusses two issues: racial disparities in the United States, and the difference in life expectancy between all Canadians and white Americans. Each country's political culture and institutions have shaped these differences, especially national health insurance in Canada and its absence in the United States. The American welfare state has contributed to and explains these differences.

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OBJECTIVES: This study aimed to examine current level and historical trends in health resources distribution in the US; to investigate the relationships between both levels and trends of inequality with--geographic location, inequality of income and rates per capita of hospital-beds and physicians. METHODS: The Gini Coefficient was used to measure variations in distribution of physicians and hospital-beds (at the county level) during three decades. RESULTS: Physician distribution has become less equitable, while hospital-beds' equity has increased. physicians' distribution exhibited a geographic trend, becoming more equitable in the West. No association was found between equality in hospital-beds' distribution and rates of hospital-beds per capita. CONCLUSIONS: Rates per capita might not be sufficient in determining availability of resources. Further research is needed to determine implications for health outcomes.

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PURPOSE: This article describes the pattern of change in home-care use and expenditures, the distribution of payments by source, and the mix of skilled versus nonskilled services before and after 1996. DESIGN AND METHODS: The analysis is based on tabulations of the 1987 National Medical Expenditure Survey and the 1996, 1998, and 1999 Medical Expenditure Panel Surveys. Estimates are weighted to represent the U.S. civilian noninstitutionalized population. RESULTS: After increasing dramatically between 1987 and 1996, formal home-care use and expenditures fell between 1996 and 1999. The decline was largely due to a decrease in funding under Medicare, which coincided with changes initiated in the Balanced Budget Act of 1997 (BBA). Declines in total spending were attenuated by increases in expenditures under state and local programs. After the BBA, fewer skilled services were provided to the elderly population and more unskilled services were provided to the nonelderly population. IMPLICATIONS: These findings highlight the increasing role of state governments in funding home care after the BBA. However, more recent pressure on state budgets and the institution of prospective payment under Medicare for home care may alter these trends.

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