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Showing papers in "Population Health Management in 2014"


Journal ArticleDOI
TL;DR: The review demonstrated that rates of opioid overdose-related deaths ranged from 5528 deaths in 2002 to 14,800 in 2008, and overdose reportedly results in 830,652 years of potential life lost before age 65.
Abstract: Between 2002 and 2007, the nonmedical use of prescription pain relievers grew from 11.0 million to 12.5 million people in the United States. Societal costs attributable to prescription opioid abuse were estimated at $55.7 billion in 2007. The purpose of this study was to comprehensively review the recent clinical and economic evaluations of prescription opioid abuse. A comprehensive literature search was conducted for studies published from 2002 to 2012. Articles were included if they were original research studies in English that reported the clinical and economic burden associated with prescription opioid abuse. A total of 23 studies (183 unique citations identified, 54 articles subjected to full text review) were included in this review and analysis. Findings from the review demonstrated that rates of opioid overdose-related deaths ranged from 5528 deaths in 2002 to 14,800 in 2008. Furthermore, overdose reportedly results in 830,652 years of potential life lost before age 65. Opioid abusers were generally more likely to utilize medical services, such as emergency department, physician outpatient visits, and inpatient hospital stays, relative to non-abusers. When compared to a matched control group (non-abusers), mean annual excess health care costs for opioid abusers with private insurance ranged from $14,054 to $20,546. Similarly, the mean annual excess health care costs for opioid abusers with Medicaid ranged from $5874 to $15,183. The issue of opioid abuse has significant clinical and economic consequences for patients, health care providers, commercial and government payers, and society as a whole.

171 citations


Journal ArticleDOI
TL;DR: Although CMI had some characteristics of a disease severity marker, it was lower across all strata for public hospitals, Hence, caution is warranted when using CMI to adjust for disease severity across public vs. private hospitals.
Abstract: Case mix index (CMI) has become a standard indicator of hospital disease severity in the United States and internationally. However, CMI was designed to calculate hospital payments, not to track disease severity, and is highly dependent on documentation and coding accuracy. The authors evaluated whether CMI varied by characteristics affecting hospitals' disease severity (eg, trauma center or not). The authors also evaluated whether CMI was lower at public hospitals than private hospitals, given the diminished financial resources to support documentation enhancement at public hospitals. CMI data for a 14-year period from a large public database were analyzed longitudinally and cross-sectionally to define the impact of hospital variables on average CMI within and across hospital groups. Between 1996 and 2007, average CMI declined by 0.4% for public hospitals, while rising significantly for private for-profit (14%) and nonprofit (6%) hospitals. After the introduction of the Medicare Severity Diagnosis Related Group (MS-DRG) system in 2007, average CMI increased for all 3 hospital types but remained lowest in public vs. private for-profit or nonprofit hospitals (1.05 vs. 1.25 vs. 1.20; P<0.0001). By multivariate analysis, teaching hospitals, level 1 trauma centers, and larger hospitals had higher average CMI, consistent with a marker of disease severity, but only for private hospitals. Public hospitals had lower CMI across all subgroups. Although CMI had some characteristics of a disease severity marker, it was lower across all strata for public hospitals. Hence, caution is warranted when using CMI to adjust for disease severity across public vs. private hospitals.

88 citations


Journal ArticleDOI
TL;DR: Assessment of pharmacist-provided medication therapy management services on employees' health and well-being by evaluating their clinical and humanistic outcomes found improved clinical outcomes and quality of life can affect employee productivity and help reduce costs for employers by reducing disease-related missed days of work.
Abstract: The objective of this prospective, pre-post longitudinal study was to assess the impact of pharmacist-provided medication therapy management (MTM) services on employees' health and well-being by evaluating their clinical and humanistic outcomes. City of Toledo employees and/or their spouses and dependents with diabetes with or without comorbid conditions were enrolled in the pharmacist-conducted MTM program. Participants scheduled consultations with the pharmacist at predetermined intervals. Overall health outcomes, such as clinical markers, health-related quality of life (HRQoL), disease knowledge, and social and process measures, were documented at these visits and assessed for improvement. Changes in patient outcomes over time were analyzed using Wilcoxon signed rank and Friedman test at an a priori level of 0.05. Spearman correlation was used to measure the relationship between clinical and humanistic outcomes. A total of 101 patients enrolled in the program. At the end of 1 year, patients' A1c levels decreased on average by 0.27 from their baseline values. Systolic and diastolic blood pressure also decreased on average by 6.0 and 4.2 mmHg, respectively. Patient knowledge of disease conditions and certain aspects or components of HRQoL also improved. Improvements in social and process measures also were also observed. Improved clinical outcomes and quality of life can affect employee productivity and help reduce costs for employers by reducing disease-related missed days of work. Employers seeking to save costs and impact productivity can utilize the services provided by pharmacists.

70 citations


Journal ArticleDOI
TL;DR: A retrospective cross-sectional review of hospital records for ED visits in 2006 at an urban academic medical center found that the homeless are associated with ED frequent users, a population often blamed for inappropriate ED use.
Abstract: In the United States, patient usage of costly emergency departments (EDs) has been portrayed as a major factor contributing to health care expenditures. The homeless are associated with ED frequent users, a population often blamed for inappropriate ED use. This study examined the characteristics and costs associated with homeless ED frequent users. A retrospective cross-sectional review of hospital records for ED visits in 2006 at an urban academic medical center was performed. Frequent users were defined as having greater than 4 ED visits in one year. Homeless status was determined by self-report and review by an interdisciplinary team. A total of 5440 (8.9%) ED visits were made by 542 frequent users, 74 (13.7%) of whom were homeless and made 845 ED visits. Homeless frequent users had a median age of 47 years (39-56 interquartile range), were predominantly male (85.1%), and insured by Medicaid (59.5%). Most (44.2%) visits by homeless frequent users occurred between 1500-2259 hours and had an Emergency Severity Index of Level 3 (55.5%). Sixty-four percent of visits resulted in homeless patients being discharged back to the street; only 4.0% had a specific discharge plan addressing homelessness. Total charges and payments for all homeless frequent users were $4,812,615 and $802,600, respectively. The single top frequent user accrued charges of $482,928. ED frequent users are disproportionately homeless and their costs are significant. ED discharge planning should address the additional risks faced by homeless individuals. ED-based interventions that specifically target the most expensive homeless frequent users may prove to be cost-effective.

46 citations


Journal ArticleDOI
TL;DR: Results showed the Well-Being 5 score comprehensively captures the known constructs within well-being, demonstrates good reliability and validity, significantly relates to health and performance outcomes, is diagnostic and informative for intervention, and can track and compareWell-being over time and across groups.
Abstract: Building upon extensive research from 2 validated well-being instruments, the objective of this research was to develop and validate a comprehensive and actionable well-being instrument that informs and facilitates improvement of well-being for individuals, communities, and nations. The goals of the measure were comprehensiveness, validity and reliability, significant relationships with health and performance outcomes, and diagnostic capability for intervention. For measure development and validation, questions from the Well-being Assessment and Wellbeing Finder were simultaneously administered as a test item pool to over 13,000 individuals across 3 independent samples. Exploratory factor analysis was conducted on a random selection from the first sample and confirmed in the other samples. Further evidence of validity was established through correlations to the established well-being scores from the Well-Being Assessment and Wellbeing Finder, and individual outcomes capturing health care utilization and productivity. Results showed the Well-Being 5 score comprehensively captures the known constructs within well-being, demonstrates good reliability and validity, significantly relates to health and performance outcomes, is diagnostic and informative for intervention, and can track and compare well-being over time and across groups. With this tool, well-being deficiencies within a population can be effectively identified, prioritized, and addressed, yielding the potential for substantial improvements to the health status, performance, and quality of life for individuals and cost savings for stakeholders.

38 citations


Journal ArticleDOI
TL;DR: By providing targeted care management interventions, aligned with person-centered medical homes, the Community Care of North Carolina program achieved significant savings for a high-risk population in the North Carolina Medicaid program.
Abstract: This study evaluated the financial impact of integrating a systemic care management intervention program (Community Care of North Carolina) with person-centered medical homes throughout North Carolina for non-elderly Medicaid recipients with disabilities during almost 5 years of program history. It examined Medicaid claims for 169,676 non-elderly Medicaid recipients with disabilities from January 2007 through third quarter 2011. Two models were used to estimate the program's impact on cost, within each year. The first employed a mixed model comparing member experiences in enrolled versus unenrolled months, accounting for regional differences as fixed effects and within physician group experience as random effects. The second was a pre-post, intervention/comparison group, difference-in-differences mixed model, which directly matched cohort samples of enrolled and unenrolled members on strata of preenrollment pharmacy use, race, age, year, months in pre-post periods, health status, and behavioral h...

38 citations


Journal ArticleDOI
TL;DR: More than half of patients in this study had poor A1c control despite being adherent to their medications, suggesting that physicians, pharmacists, and other providers may need to monitor treatment regimens more carefully, encourage healthy behaviors, and intensify pharmacological treatment as needed.
Abstract: The objectives of this study were to describe patient characteristics and types of medications taken by those with poor glycemic control (A1c>7%) despite being adherent to antidiabetic medications. This is a retrospective analysis of administrative data from adult patients with diabetes enrolled in a large health plan in Hawaii (n=21,267 observations for 11,013 individuals) and adherent to their antidiabetic medications. Multivariable logistic regressions were estimated to determine characteristics and types of medications associated with poor glycemic control. Separate models were estimated to examine category of medication (insulin only, 1 oral medication, multiple oral medications, both oral medications and insulin) and specific therapeutic class of oral antidiabetic medications. Despite being adherent to their medications, 56.1% of patients had poor glycemic control. Compared to patients taking combination sulfonylureas, patients had a higher odds of having A1c>7% for all other oral diabetic medications, with odds ratios ranging from OR=2.07 for sulfonylureas alone to OR=1.33 for combination DPP-4 inhibitors. More than half of patients in this study had poor A1c control despite being adherent to their medications. This suggests that physicians, pharmacists, and other providers may need to monitor treatment regimens more carefully, encourage healthy behaviors, and intensify pharmacological treatment as needed. (Population Health Management 2014;17:218–223)

34 citations


Journal ArticleDOI
TL;DR: A retrospective database analysis of employees' medical, prescription drug, and absence costs and days from sick leave, short- and long-term disability, and workers' compensation (2001–2009) found that patients with nociceptive back or neck pain with a neuropathic component were classified as having or not having prior nocICEptive pain.
Abstract: This was a retrospective database analysis (2001–2009) of employees' medical, prescription drug, and absence costs and days from sick leave, short- and long-term disability, and workers' compensation. Employees with an ICD-9 diagnostic code for back or neck pain and an ICD-9 for a back- or neck-related neuropathic condition (eg, myelopathy, compression of the spinal cord, neuritis, radiculitis) or radiculopathy were considered to have nociceptive back or neck pain with a neuropathic component. Employees with an ICD-9 for back pain or neck pain and no ICD-9 for a back- or neck-related neuropathic condition or radiculopathy were defined to have nociceptive back or neck pain. Patients with nociceptive back or neck pain with a neuropathic component were classified as having or not having prior nociceptive pain. Annual costs (medical and prescription drug costs and absence costs) and days from sick leave, short- and long-term disability, and workers' compensation were evaluated. Mean annual total cost...

34 citations


Journal ArticleDOI
TL;DR: Assessment of the association between obesity and asthma among the elderly and the impact of obesity on asthma-related and total health care costs among elderly individuals with asthma found that obese elderly individuals were more likely to suffer from asthma.
Abstract: The health and economic burden of obesity among elderly individuals with asthma has not been adequately studied. This study assessed the association between obesity and asthma among the elderly and examined the impact of obesity on asthma-related and total health care costs among elderly individuals with asthma. This was a retrospective analysis of the 2006-2010 Medical Expenditure Panel Survey (MEPS) data. Individuals aged 65 years or older were included in the study. Individuals with asthma were identified by an International Classification of Diseases, Ninth Revision code of 493 or a Clinical Classification Code of 128. Individuals with a self-reported body mass index ≥ 30 kg/m(2) were considered to be obese. Logistic regression was used to assess the relationship between obesity and asthma. Generalized linear models with gamma distribution and log link were used to assess the relationship between obesity and asthma-related and total direct medical costs. All analyses were conducted while accounting for the complex survey design of MEPS. In all, 675 elderly individuals were identified as having asthma, 292 of whom were obese. Obese elderly individuals were more likely to suffer from asthma as compared to the nonobese (odds ratio, 1.71; 95% confidence interval [CI],1.37-2.12). Obesity was a significant predictor of asthma-related costs (β: 0.537; 95% CI: 0.18-0.89; P= 0.003) and total health care costs (β: 0.154; 95% CI: 0.08-0.23; P = 0.001) among elderly individuals with asthma after controlling for sociodemographics and comorbidities. Appropriate weight management measures should be recommended to obese elderly individuals with asthma to improve asthma control and reduce health care costs.

29 citations


Journal ArticleDOI
TL;DR: Using hospital-based specialists interfacing with a community agency to provide a team-based approach to care of consumers with chronic illnesses was found to be feasible.
Abstract: The specific aim of the PEACE pilot study was to determine the feasibility of a fully powered study to test the effectiveness of an in-home geriatrics/palliative care interdisciplinary care management intervention for improving measures of utilization, quality of care, and quality of life in enrollees of Ohio's community-based long-term care Medicaid waiver program, PASSPORT. This was a randomized pilot study (n=40 intervention [IG], n=40 usual care) involving new enrollees into PASSPORT who were >60 years old. This was an in-home interdisciplinary chronic illness care management intervention by PASSPORT care managers collaborating with a hospital-based geriatrics/palliative care specialist team and the consumer's primary care physician. This pilot was not powered to test hypotheses; instead, it was hypothesis generating. Primary outcomes measured symptom control, mood, decision making, spirituality, and quality of life. Little difference was seen in primary outcomes; however, utilization favored...

28 citations


Journal ArticleDOI
TL;DR: The results indicate significant reductions in probability of all-cause admission, 30-day and 90-day readmission, and cost of care, implying that telemonitoring can be an effective add-on tool for managing elderly patients with heart failure.
Abstract: Telemonitoring provides a potentially useful tool for disease and case management of those patients who are likely to benefit from frequent and regular monitoring by health care providers. Since 2008, Geisinger Health Plan (GHP) has implemented a telemonitoring program that specifically targets those members with heart failure. This study assesses the impact of this telemonitoring program by examining claims data of those GHP Medicare Advantage plan members who were enrolled in the program, measuring its impact in terms of all-cause hospital admission rates, readmission rates, and total cost of care. The results indicate significant reductions in probability of all-cause admission (odds ratio [OR] 0.77; P<0.01), 30-day and 90-day readmission (OR 0.56, 0.62; P<0.05), and cost of care (11.3%; P<0.05). The estimated return on investment was 3.3. These findings imply that telemonitoring can be an effective add-on tool for managing elderly patients with heart failure.

Journal ArticleDOI
TL;DR: Recommendations from a recent meeting of experts are summarized to recommend how primary care physicians should approach treatment of chronic pain for addicted patients when an addiction specialist is not available for a referral, creating a foundation for expanding chronic pain guidelines in the area of treating the addicted population.
Abstract: Clinicians may face pragmatic, ethical, and legal issues when treating addicted patients. Equal pressures exist for clinicians to always address the health care needs of these patients in addition to their addiction. Although controversial, mainly because of the lack of evidence regarding their long-term efficacy, the use of opioids for the treatment of chronic pain management is widespread. Their use for pain management in the addicted population can present even more challenges, especially when evaluating the likelihood of drug-seeking behavior. As the misuse and abuse of opioids continues to burgeon, clinicians must be particularly vigilant when prescribing chronic opioid therapy. The purpose of this article is to summarize recommendations from a recent meeting of experts convened to recommend how primary care physicians should approach treatment of chronic pain for addicted patients when an addiction specialist is not available for a referral. As there is a significant gap in guidelines and r...

Journal ArticleDOI
TL;DR: The results suggest that youth attenuates the risk engendered in poorWell-being; therefore, methods to maintain or improve well-being as individuals age presents a strong opportunity for reducing hospital events.
Abstract: The goal of this study was to determine the relationship between individual well-being and risk of a hospital event in the subsequent year. The authors hypothesized an inverse relationship in which low well-being predicts higher likelihood of hospital use. The study specifically sought to understand how well-being segments and demographic variables interact in defining risk of a hospital event (inpatient admission or emergency room visit) in an employed population. A retrospective study design was conducted with data from 8835 employees who completed a Well-Being Assessment questionnaire based on the Gallup-Healthways Well-Being Index. Cox proportional hazards models were used to examine the impact of Individual Well-Being Score (IWBS) segments and member demographics on hazard ratios (HRs) for a hospital event during the 12 months following assessment completion. Significant main effects were found for the influence of IWBS segments, sex, education, and relationship status on HRs of a hospital event, but not for age. However, further analysis revealed significant interactions between age and IWBS segments (P=0.005) and between age and sex (P<0.0001), indicating that the effects for IWBS segments and sex on HRs of a hospital event are mediated through their relationship with age. Overall, the strong relationship between low well-being and higher risk of an event in employees ages 44 years and older is mitigated in younger age groups. These results suggest that youth attenuates the risk engendered in poor well-being; therefore, methods to maintain or improve well-being as individuals age presents a strong opportunity for reducing hospital events.

Journal ArticleDOI
TL;DR: Fall-related medical costs by age, sex, and different geographic regions based on admission status of 2,937,579 hospital discharges reported in 2011 are documents, with special attention to trends over time.
Abstract: In the United States, 30% of older adults suffer a fall annually with tremendous personal and societal burden. Although estimates of national-level costs are available, most of these often cited estimates are dated, and less has been published about statewide estimates. This article documents fall-related medical costs by age, sex, and different geographic regions based on admission status of 2,937,579 hospital discharges reported in 2011, with special attention to trends over time. There were 77,086 fall-related hospitalizations in 2011, of which 78.4% represent those aged 50 and older. Among this same age group, total fall-related costs rose to $3.1 billion in 2011, from $1.9 billion in 2007. Those aged 75 and older experienced the highest cost, while average cost was lower in nonmetropolitan areas. Understanding the distribution of fall-related burden across groups and rurality allows researchers to identify social and environmental circumstances of falls and identify community resources neces...

Journal ArticleDOI
TL;DR: There were no statistically significant differences in productivity losses among persons undergoing any of the 3 diabetes management interventions and no evidence was found that the chronic disease management programs examined in this trial affect indirect productivity losses.
Abstract: The objective was to assess the impacts of diabetes self-management programs on productivity-related indirect costs of the disease. Using an employer's perspective, this study estimated the productivity losses associated with: (1) employee absence on the job, (2) diabetes-related disability, (3) employee presence on the job, and (4) early mortality. Data were obtained from electronic medical records and survey responses of 376 adults aged ≥18 years who were enrolled in a randomized controlled trial of type 2 diabetes self-management programs. All study participants had uncontrolled diabetes and were randomized into one of 4 study arms: personal digital assistant (PDA), chronic disease self-management program (CDSMP), combined PDA and CDSMP, and usual care (UC). The human-capital approach was used to estimate lost productivity resulting from 1, 2, 3, and 4 above, which are summed to obtain total productivity loss. Using robust regression, total productivity loss was modeled as a function of the diabetes self-management programs and other identified demographic and clinical characteristics. Compared to subjects in the UC arm, there were no statistically significant differences in productivity losses among persons undergoing any of the 3 diabetes management interventions. Males were associated with higher productivity losses (+$708/year; P<0.001) and persons with greater than high school education were associated with additional productivity losses (+$758/year; P<0.001). Persons with more than 1 comorbid condition were marginally associated with lower productivity losses (-$326/year; P=0.055). No evidence was found that the chronic disease management programs examined in this trial affect indirect productivity losses. (Population Health Management 2014;17:112–120)


Journal ArticleDOI
TL;DR: The research team found that effective registries were successful in 1 or more of 6 key areas: data standardization, transparency, accuracy/completeness of data, participation by providers, financial sustainability, and/or providing feedback to providers.
Abstract: Policy makers, payers, and the general public are increasingly focused on health care quality improvement. Measuring quality requires robust data systems that collect data over time, can be integrated with other systems, and can be analyzed easily for trends. The goal of this project was to study effective tools and strategies in the design and use of clinical registries with the potential to facilitate quality improvement, value-based purchasing, and public reporting on the quality of care. The research team worked with an expert panel to define characteristics of effectiveness, and studied examples of effective registries in cancer, cardiovascular care, maternity, and joint replacement. The research team found that effective registries were successful in 1 or more of 6 key areas: data standardization, transparency, accuracy/completeness of data, participation by providers, financial sustainability, and/or providing feedback to providers. The findings from this work can assist registry designers, sponsors, and researchers in implementing strategies to increase the use of clinical registries to improve patient care and outcomes.

Journal ArticleDOI
TL;DR: Online assessment of tobacco use status is as accurate as a paper questionnaire, and both methods have greater than 97% observed agreement with a face-to-face structured interview.
Abstract: Identifying tobacco use status is essential to address use and provide resources to help patients quit. Being able to collect this information in an electronic format will become increasingly important, as the Centers for Medicare and Medicaid Services has included the assessment of tobacco use as part of its Stage 1 Meaningful Use criteria. The objective was to compare the accuracy of online vs. paper assessment methods to ascertain cigarette smoking status using a face-to-face structured interview as the gold standard. This was a retrospective analysis of a stratified opportunity sample of consecutive patients, reporting in 2010 for a periodic health evaluation, who completed either a scannable paper-based form or an online questionnaire and underwent a standardized rooming interview. Compared with face-to-face structured interview, the overall observed agreement and kappa coefficient for both methods combined (paper and online) were 97.7% and 0.69 (95% confidence interval (CI) 0.51–0.86) . For...

Journal ArticleDOI
TL;DR: CCI is a useful addition to GRPI when predicting future cardiac-related events or mortality after an ACS event and is an acceptable alternative to the GRPI model if data to construct GRPI are not available.
Abstract: Patients with cardiovascular disease have increased risk of poor outcomes when coexisting illnesses are present. Clinicians, administrators, and health services researchers utilize risk adjustment indices to stratify patients for various outcomes. The GRACE Risk Prediction Index (GRPI) was developed to risk stratify patients who experienced an acute coronary syndrome (ACS) event. GRPI does not account for the presence of comorbid conditions. The objective of this study was to compare the ability of the GRPI and the Charlson Comorbidity Index (CCI), used independently or combined, to predict mortality or secondary coronary events in patients admitted for ACS. Data were obtained from an academic health system's ACS registry. Outcomes included inpatient and 6-month postdischarge mortality and occurrence of secondary cardiovascular events or revascularization procedures. Logistic regression derived C statistics for CCI, GRPI, and CCI-GRPI predictive models for each outcome. Likelihood ratio tests det...

Journal ArticleDOI
TL;DR: In this article, a 5% national Medicare fee-for-service sample from 2003-2007 was followed for 1-6 years, and the authors analyzed service utilization and Medicare payments for all services except prescription drugs.
Abstract: Medicare beneficiaries diagnosed with non-schizoaffective schizophrenia (MBS) in a 5% national Medicare fee-for-service sample from 2003–2007 were followed for 1–6 years. Medicare population and cost estimates also were made from 2001–2009. Service utilization and Medicare (and beneficiary share) payments for all services except prescription drugs were analyzed. Although adults with schizophrenia make up approximately 1% of the US adult population, they represent about 1.5% of Medicare beneficiaries. MBSs are disproportionately male and minority compared to national data describing the overall schizophrenia population. They also are younger than the general Medicare population (GMB): males are 9 years younger than females on average, and most enter Medicare long before age 65 through eligibility for social security disability, remaining in the program until death. The cost of care for MBSs in 2009 was, on average, 80% higher than for the average GMB per patient year (2010 dollars), and more than ...

Journal ArticleDOI
TL;DR: The results suggest that self-rated illness-related absenteeism may be a reasonable way to assess various program outcomes meaningful to employers, particularly if administratively recorded measures are unavailable or too time consuming or expensive to analyze.
Abstract: The present study uses a focused approach to compare self-reported versus administratively recorded measures of absences related to health or illness. To date, the few studies that focus on this topic produced mixed results. To help shed light on this issue, the present research has 2 related objectives: (1) examine how highly correlated self-reported and administratively recorded measures of absences related to health or illness might be, and (2) how each measure predicts various aspects of health. Using data from the 2012 StayWell® Health Management health risk appraisal (HRA) and 1 year (2011) of administratively recorded timekeeping data, bivariate analyses for continuous variables and generalized linear modeling for variables with greater than 2 response categories were used. For the multivariate analyses, linear regression models controlling for sex, age, race, income, job status, and campus location were calculated for the continuous outcomes (ie, self-rated health and chronic conditions). Results indicate that self-reported and administratively recorded absences related to health or illness were moderately correlated (correlation coefficient of 0.47). In addition, each measure functioned similarly (in direction and magnitude) to predict health outcomes. Both greater self-reported and recorded illness-related absenteeism was associated with poorer self-rated health and greater numbers of chronic conditions. These results suggest that self-rated illness-related absenteeism may be a reasonable way to assess various program outcomes meaningful to employers, particularly if administratively recorded measures are unavailable or too time consuming or expensive to analyze.

Journal ArticleDOI
TL;DR: For most health care organizations, the return on investment for developing behavior change programs appears highest when addressing treatment adherence and disease self-management, and lowest when promoting healthy lifestyles.
Abstract: Many Americans are failing to engage in both the behaviors that prevent and those that effectively manage chronic health conditions, including pulmonary disorders, cardiovascular conditions, diabetes, and cancer. Expectations that health care providers are responsible for changing patients' health behaviors often do not stand up against the realities of clinical care that include large patient loads, limited time, increasing co-pays, and restricted access. Organizations and systems that might share a stake in changing health behavior include employers, insurance payers, health care delivery systems, and public sector programs. However, although the costs of unhealthy behaviors are evident, financial resources to address the problem are not readily available. For most health care organizations, the return on investment for developing behavior change programs appears highest when addressing treatment adherence and disease self-management, and lowest when promoting healthy lifestyles. Organizational...

Journal ArticleDOI
TL;DR: The theoretical foundation for a person-focused model of care that addresses a number of challenges of the US health care system is presented, and it is believed that the model creates not only survival value (health) but also purposeful value.
Abstract: The US health care system is challenged to provide high-quality care and is burdened with unsustainable expenditures, making it difficult for health care participants (patients, payers, providers, caregivers) to create value. This communication presents the theoretical foundation for a person-focused model of care that addresses a number of these challenges. The model integrates aspects of prior models of chronic care with new empiric findings and complex adaptive system (CAS) theory. The model emphasizes the relationship among all health care stakeholders. The health care delivery process is examined in terms of the role of each stakeholder and the value each adds to and receives from the process. The authors present pilot results illustrating the implications of CAS theory in regard to multi-morbidity, disease management programs, multi-morbid households, and person- and household-focused care. The model incorporates the physical, mental, and social dimensions of health, and operationalizes an ...

Journal ArticleDOI
TL;DR: The decrease in ER visits and hospital admissions and the increase in office visits may indicate the program helped individuals to seek the appropriate levels of care.
Abstract: The objective of this study was to evaluate an Emergency Room having a Decision-Support (ERDS) program designed to appropriately reduce ER use among frequent users, defined as 3 or more visits within a 12-month period. To achieve this, adults with an AARP Medicare Supplement Insurance plan insured by UnitedHealthcare Insurance Company (for New York residents, UnitedHealthcare Insurance Company of New York) were eligible to participate in the program. These included 7070 individuals who elected to enroll in the ERDS program and an equal number of matched nonparticipants who were eligible but either declined or were unreachable. Program-related benefits were estimated by comparing the difference in downstream health care utilization and expenditures between engaged and not engaged individuals after using propensity score matching to adjust for case mix differences between these groups. As a result, compared with the not engaged, engaged individuals experienced better care coordination, evidenced by a greater reduction in ER visits (P=0.033) and hospital admissions (P=0.002) and an increase in office visits (P<0.001). The program was cost-effective, with a return on investment (ROI) of 1.24, which was calculated by dividing the total program savings ($3.41 million) by the total program costs ($2.75 million). The ROI implies that for every dollar invested in this program, $1.24 was saved, most of which was for the federal Medicare program. In conclusion, the decrease in ER visits and hospital admissions and the increase in office visits may indicate the program helped individuals to seek the appropriate levels of care.

Journal ArticleDOI
TL;DR: The results suggest that medication compliance may be important in curtailing the rise of health care/disability costs in the workplace and employers concerned with the total costs associated with diabetes should not overlook the impact of compliance on short-term disability.
Abstract: This study evaluated the relationships between compliance with oral hypoglycemic agents and health care/short-term disability costs in a large manufacturing company. The retrospective analysis used an observational cohort drawn from active employees of Ford Motor Company. The study population consisted of 4978 individuals who were continuously eligible for 3 years (between 2001–2007) and who received a prescription for an oral hypoglycemic agent during that time. Medical, pharmacy, and short-term disability claims data were obtained from the University of Michigan Health Management Research Center data warehouse. Pharmacy claims/refill data were used to calculate the proportion of days covered (PDC); an individual was classified as compliant if his/her PDC was ≥80%. Model covariates included age, sex, work type, and Charlson comorbidity scores. The impact of compliance on disability and health care costs was measured by comparing the costs of the compliant with those of the noncompliant during a ...

Journal ArticleDOI
TL;DR: A comparative analysis of SMAs at 3 geographically distinct, semiautonomous divisions of the medical group based on qualitative themes identified in audio recorded key informant interviews with medical and administrative staff involved with the implementation ofSMAs.
Abstract: Although research has shown many benefits of Shared Medical Appointments (SMAs) or group visits, uptake by physicians has been quite limited. The objective of this study was to explore the facilitators and barriers to implementing SMAs in a large multispecialty medical group. This was a comparative analysis of SMAs at 3 geographically distinct, semiautonomous divisions of the medical group based on qualitative themes identified in audio recorded key informant interviews with medical and administrative staff (n=12) involved with the implementation of SMAs. Data were collected by conducting key informant interviews focusing on the SMA implementation process, including motivations, history, barriers, and facilitators. Uptake at the 3 divisions was predicated by differing motivations, facilitators, and barriers. Divisions 1 and 2 allocated necessary resources including management support, a physician champion, expert consults, and support staff. These divisions also overcame physician reluctance and ...

Journal ArticleDOI
TL;DR: Faced with rising health benefit costs and suboptimal workforce health amid economic downturn, concerned US employers have implemented innovative payment and health care delivery strategies such as consumer-driven health plans and targeted prevention programs.
Abstract: Despite levels of health spending that are higher per capita and as share of gross domestic product than any country worldwide, the US health care system is fragmented, technology and administration heavy, and primary care deficient. Studies of regional variations in US health care show similar "disconnects" between higher spending and better health outcomes. Faced with rising health benefit costs and suboptimal workforce health amid economic downturn, concerned US employers have implemented innovative payment and health care delivery strategies such as consumer-driven health plans and targeted prevention programs. The former may impose undue cost shifting, prohibitive out-of-pocket expenses, and health literacy challenges, while the latter have shown inconsistent near-term economic returns and long-term clinical efficacy. Employers have begun exploring more comprehensive health delivery platforms such as integrated worksite primary care clinics that have potential to cost-effectively address several pressing problems with current US health care: the growing primary care physician shortage, poor access to routine care, lack of coordinated and patient-centered treatment models, low rates of childhood immunizations, and "quality-blind" fee-for-service payment mechanisms. Such on-site medical clinics exploit one of the rare comparative strengths of the US health care system-its plentiful supply of highly skilled registered nurses-to offer workers and their dependents convenient, high-quality, affordable care. A relatively recent health care paradigm, worksite clinics must yet develop consistent reporting strategies and credible demonstration of outcomes. This review explores available evidence regarding worksite primary care clinics, including current rationale, historical trends, prevalence and projected growth, expected health and financial benefits, challenges, and future research directions.

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TL;DR: The study team conducted a formative evaluation of the Congregational Health Network using propensity matching and Cox proportional hazard models to examine health outcomes and readmission rates.
Abstract: Electronic medical records (EMRs) can be a valuable tool in evaluating interventions involving faith-based institutions. Working with EMRs is complex. Methodological designs that can be used by public health and health administrators to assess the effectiveness of interventions are lacking. The study team conducted a formative evaluation of the Congregational Health Network (CHN) using propensity matching and Cox proportional hazard models to examine health outcomes and readmission rates. Along with CHN's relevance in addressing the needs of the most vulnerable population, factors are discussed that must be taken into consideration when designing such methodologies as well as limitations that merit attention from public health researchers and hospital administrators interested in conducting a formative evaluation using existing data to track the effectiveness of an intervention. (Population Health Management 2014;17:279–286)

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TL;DR: This article profiles 6 Beacon Communities' health IT-enabled care management programs, highlighting the influence of local context on program strategy and design, and describing challenges, lessons learned, and policy implications for care delivery and payment reform.
Abstract: Care management aims to provide cost-effective, coordinated, non-duplicative care to improve care quality, population health, and reduce costs. The 17 communities receiving funding from the Office of the National Coordinator for Health Information Technology through the Beacon Community Cooperative Agreement Program are leaders in building and strengthening their health information technology (health IT) infrastructure to provide more effective and efficient care management. This article profiles 6 Beacon Communities' health IT-enabled care management programs, highlighting the influence of local context on program strategy and design, and describing challenges, lessons learned, and policy implications for care delivery and payment reform. The unique needs (eg, disease burden, demographics), community partnerships, and existing resources and infrastructure all exerted significant influence on the overall priorities and design of each community's care management program. Though each Beacon Community needed to engage in a similar set of care management tasks--including patient identification, stratification, and prioritization; intervention; patient engagement; and evaluation--the contextual factors helped shape the specific strategies and tools used to carry out these tasks and achieve their objectives. Although providers across the country are striving to deliver standardized, high-quality care, the diverse contexts in which this care is delivered significantly influence the priorities, strategies, and design of community-based care management interventions. Gaps and challenges in implementing effective community-based care management programs include: optimizing allocation of care management services; lack of available technology tailored to care management needs; lack of standards and interoperability; integrating care management into care settings; evaluating impact; and funding and sustainability.

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TL;DR: It is suggested that employer worksite-based programs may have an important role in improving the health of an employee population, which is of particular interest given the high prevalence of obesity and its attendant costs.
Abstract: The objective of this study was to examine the efficacy of a worksite weight management program on the reduction of weight and lipid levels in employees and their dependents. This retrospective study examined the impact of a one-on-one worksite weight management program. Patients with a body mass index (BMI)>30, or a BMI>25 and 2 or more risk factors were eligible for inclusion. Laboratory and biometric readings at study end were compared to those at baseline. In addition, the percentage change of patients reaching recommended guideline levels was reported. Of the 310 employees enrolled, 157 completed the program (50.6%) with an average weight loss of 5.6%. Improvement was realized for pre-post weight (−6.0 lbs.; P≤.0001), BMI (−0.9; P≤.0001), blood pressure (systolic: −2.6; P≤.0001; diastolic: −1.9; P≤.0001), total cholesterol (−5.9; P=.0485), low-density lipoprotein cholesterol (LDL; −4.7; P=.0004), and triglycerides (−7.6; P=.0060). The proportion moving to within guideline levels increased fo...