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1.
Am J Health Promot ; 32(4): 971-978, 2018 May.
Article in English | MEDLINE | ID: mdl-27687615

ABSTRACT

PURPOSE: We evaluated the rate of hyperlipidemia identified during workplace screening in previously undiagnosed individuals, the association between workplace hyperlipidemia screening and use of medical care during follow-up, and changes in lipid profile among individuals with hyperlipidemia at screening. DESIGN: Nonexperimental longitudinal study. SETTING: Employees who participated in a workplace health screening. PARTICIPANTS: A total of 18 993 individuals from 39 self-insured employers in the United States. MEASURES: Total cholesterol, low-density lipoprotein (LDL), high-density lipoprotein (HDL), and triglycerides were measured during screening. A claims-based algorithm was used to identify hyperlipidemia cases. ANALYSIS: Discrete-time survival analysis was used to estimate monthly rates of new hyperlipidemia diagnoses or prescriptions. Paired t tests were used to evaluate 1-year changes in lipid profile. RESULTS: A total of 1872 (9.9%) individuals had hyperlipidemia at screening. Among all individuals, a significantly greater rate of new hyperlipidemia diagnoses was observed during the first month after screening, compared to the 3 months before screening (odds ratio [95% CI]: 2.99 [2.66-3.36]). Among the 987 individuals who were followed up 1 year later, significant improvements were observed in total cholesterol (-8.5% ± 13.6%) and LDL levels (-10.2% ± 19.3%). CONCLUSION: Workplace health screenings in an insured population were associated with a subsequent increase in physician visits and prescriptions for hyperlipidemia. After 1 year, significant improvements in total cholesterol and LDL levels were observed among individuals who screened positive for hyperlipidemia.


Subject(s)
Hyperlipidemias/diagnosis , Mass Screening/methods , Occupational Health Services/methods , Adult , Cholesterol/blood , Female , Humans , Hyperlipidemias/blood , Lipoproteins, HDL/blood , Lipoproteins, LDL/blood , Longitudinal Studies , Male , Program Evaluation , Triglycerides/blood , Workplace
2.
Vasc Med ; 21(1): 33-40, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26608733

ABSTRACT

Despite high morbidity and mortality associated with peripheral artery disease (PAD), it remains under-diagnosed and under-treated. The objective of this study was to develop a screening metric to identify undiagnosed patients at high risk of developing PAD using administrative data. Commercial claims data from 2010 to 2012 were utilized to develop and internally validate a PAD screening metric. Medicare data were used for external validation. The study population included adults, aged 30 years or older, with new cases of PAD identified using the International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) diagnosis/procedure codes or the Healthcare Common Procedure Coding System (HCPCS) codes. Multivariate logistic regression was conducted to determine PAD risk factors used in the development of the screening metric for the identification of at-risk PAD patients. The cumulative incidence of PAD was 6.6%. Sex, age, congestive heart failure, hypertension, chronic renal insufficiency, stroke, diabetes, acute myocardial infarction, transient ischemic attack, hyperlipidemia, and angina were significant risk factors for PAD. A cut-off score of ⩾20 yielded sensitivity, specificity, positive predictive value, negative predictive value, and c-statistics of 83.5%, 60.0%, 12.8%, 98.1%, and 0.78, respectively. By identifying patients at high risk for developing PAD using only administrative data, the use of the current pre-screening metric could reduce the number of diagnostic tests, while still capturing those patients with undiagnosed PAD.


Subject(s)
Administrative Claims, Healthcare , Data Mining/methods , Mass Screening/methods , Peripheral Arterial Disease/epidemiology , Adult , Aged , Aged, 80 and over , Algorithms , Chi-Square Distribution , Databases, Factual , Female , Humans , Logistic Models , Male , Medicare , Middle Aged , Multivariate Analysis , Odds Ratio , Peripheral Arterial Disease/diagnosis , Predictive Value of Tests , Reproducibility of Results , Retrospective Studies , Risk Assessment , Risk Factors , United States/epidemiology , Workflow
3.
J Occup Environ Med ; 57(6): 682-6, 2015 Jun.
Article in English | MEDLINE | ID: mdl-26053367

ABSTRACT

OBJECTIVE: To evaluate the effectiveness of workplace screenings on identification, subsequent follow-up, and treatment of patients with undiagnosed hypertension. METHODS: Claims data and screening values for 31,281 individuals from 21 self-insured employer groups were combined with zip code-level information and analyzed using multilevel logit models. RESULTS: Up to 17.6% of individuals without a previous indication of hypertension in the administrative data exhibited high blood pressure (140/90 or greater) at screening. In the month following workplace screening, significant increases were noted, using administrative claims, in the number of new diagnoses for hypertension (odds ratio: 1.81; P < 0.0001) and new prescriptions for antihypertensive drugs (odds ratio: 2.27; P < 0.0001), primarily among individuals with high blood pressure at screening. CONCLUSIONS: Workplace screening programs offer a potential approach to identify undiagnosed hypertension in employees and ensuing therapeutic management.


Subject(s)
Hypertension/diagnosis , Mass Screening , Occupational Health , Adolescent , Adult , Aged , Asymptomatic Diseases , Female , Humans , Male , Middle Aged , Multivariate Analysis , Workplace , Young Adult
4.
J Healthc Qual ; 32(1): 13-21; quiz 21-2, 2010.
Article in English | MEDLINE | ID: mdl-20151587

ABSTRACT

Studies have shown that the lowest performing physicians in pay-for-performance (P4P) programs improved the most; however, it is unclear whether this would occur without the P4P program or be sustained. The objective of this study is to investigate the impact of P4P in a Preferred Provider Organization (PPO) on low performing physicians over a 4-year period. We used administrative claims data from a PPO health plan in Hawaii, which implemented a P4P program, and a PPO plan in the South, which did not implement a P4P program. The difference-indifference model was used to compare the quality scores between the two physician groups in preventive measures, a heart failure measure, and an HbA1c testing measure. We found that P4P programs may be effective in incentivizing low performing physicians to improvement quality of care and sustain improvement, and the positive benefit of the P4P program may not be realized until the 3rd or 4th year of the program.


Subject(s)
Physicians/standards , Quality Assurance, Health Care/economics , Reimbursement, Incentive , Education, Continuing , Hawaii , Humans , Program Evaluation , United States
5.
Am J Manag Care ; 16(1): e11-9, 2010 Jan 01.
Article in English | MEDLINE | ID: mdl-20059287

ABSTRACT

OBJECTIVES: To investigate the effectiveness of a pay-for-performance program (P4P) to increase the receipt of quality care and to decrease hospitalization rates among patients with diabetes mellitus. STUDY DESIGN: Longitudinal study of patients with diabetes enrolled in a preferred provider organization (PPO) between January 1, 1999, and December 31, 2006. METHODS: We used multivariate analyses to assess the effect of seeing P4P-participating physicians on the receipt of quality care (ie, glycosylated hemoglobin and low-density lipoprotein cholesterol testing) and on hospitalization rates, controlling for patient characteristics. RESULTS: Patients with diabetes who saw P4P-participating physicians were more likely to receive quality care than those who did not (odds ratio, 1.16; 95% confidence interval, 1.11-1.22; P <.001). Patients with diabetes who received quality care were less likely to be hospitalized than those who did not (incident rate ratio, 0.80; 95% confidence interval, 0.80-0.85; P <.001). During 1 year, there was no difference in hospitalization rates between patients with diabetes who saw P4P-participating physicians versus those who did not. However, patients with diabetes who saw P4P-participating physicians in 3 consecutive years were less likely to be hospitalized than those who did not (incident rate ratio, 0.75; 95% confidence interval, 0.61-0.93; P <.01). CONCLUSIONS: A P4P can significantly increase the receipt of quality care and decrease hospitalization rates among patients with diabetes in a PPO setting. Although it is possible that the differences observed between P4P-participating physicians and non-P4P-participating physicians were due to selection bias, we found no significant difference in the receipt of quality care between patients with diabetes who saw new P4P-participating physicians versus non-P4P-participating physicians during the baseline year. Further research should focus on defining the effect of P4Ps on intermediate outcomes such as glycosylated hemoglobin and low-density lipoprotein cholesterol levels.


Subject(s)
Diabetes Mellitus/economics , Preferred Provider Organizations/economics , Quality Assurance, Health Care/economics , Reimbursement, Incentive/economics , Aged , Diabetes Complications/diagnosis , Diabetes Complications/economics , Diabetes Complications/prevention & control , Diabetes Mellitus/therapy , Female , Hawaii , Hospitalization/economics , Hospitalization/statistics & numerical data , Hospitalization/trends , Humans , Longitudinal Studies , Male , Middle Aged , Multivariate Analysis , Physician Incentive Plans/economics , Physician Incentive Plans/trends , Practice Patterns, Physicians'/economics , Practice Patterns, Physicians'/trends , Preferred Provider Organizations/trends , Quality Assurance, Health Care/methods , Quality Assurance, Health Care/trends , Reimbursement, Incentive/trends
6.
Article in English | MEDLINE | ID: mdl-20038194

ABSTRACT

BACKGROUND: Generic ciclosporin A modified (CsA) does not have an equivalent pharmacokinetic profile to branded CsA in some transplant populations, potentially leading to negative clinical consequences and increased long-term costs. OBJECTIVE: To assess direct healthcare costs for de novo renal transplant recipients in the US receiving branded versus generic CsA in the first month after transplantation. METHODS: Administrative claims data from eight private US health plans were linked to the Organ Procurement and Transplantation Network data. A total of 227 renal transplant cases between 1996 and 2004 were included: 183 were dispensed branded CsA and 44 received generic CsA. Log transformed multiple linear regression was used to model total first-year healthcare costs after the initial CsA claim, controlling for both patient demographics and clinical characteristics and clustering at the transplant centre level. RESULTS: After controlling for patient factors and pre-CsA costs, total healthcare costs were significantly higher (p = 0.04) for patients receiving generic CsA versus branded CsA. The main driver for the difference was the cost associated with immunosuppressants other than CsA (p = 0.01). CONCLUSION: Despite initial perceived cost savings associated with generic CsA, de novo renal transplant recipients incurred greater total healthcare costs than those treated with branded CsA. Patients receiving generic CsA may need higher doses or other immunosuppressants to maintain the transplanted kidney than patients receiving branded CsA. Providers and payers need to be aware of potential differences in total healthcare costs between formulations of bioequivalent critical-dose drugs to make the best choice for patient care.


Subject(s)
Cyclosporine/economics , Health Care Costs , Kidney Transplantation/economics , Adult , Cost Savings/methods , Cyclosporine/pharmacokinetics , Cyclosporine/therapeutic use , Drugs, Generic/economics , Drugs, Generic/pharmacokinetics , Drugs, Generic/therapeutic use , Female , Humans , Insurance Claim Review , Male , Middle Aged , Therapeutic Equivalency , United States
7.
Radiology ; 249(1): 62-70, 2008 Oct.
Article in English | MEDLINE | ID: mdl-18796668

ABSTRACT

PURPOSE: To assess costs and clinical outcomes in individuals without known coronary artery disease (CAD) who underwent multidetector computed tomographic (CT) angiography compared with those in matched patients who underwent myocardial perfusion single photon emission computed tomography (SPECT). MATERIALS AND METHODS: Data were captured from a deidentified, HIPAA-compliant data warehouse. We examined 1-year CAD costs (additional diagnostic coronary testing, CAD hospitalization, and coronary procedural and revascularization costs) and clinical outcomes in individuals without known CAD who underwent multidetector CT (n = 1647) compared with those in a matched cohort of patients who underwent myocardial perfusion SPECT (n = 6588). Cox proportional hazards models were employed for clinical outcome measures, including CAD hospitalization, myocardial infarction, and angina. RESULTS: Adjusted CAD costs in the multidetector CT group were 25.9% lower than in the myocardial perfusion SPECT group, by an average of $1075 (95% confidence interval [CI]: $243, $2570) per patient. Those in the multidetector CT group were more likely to undergo downstream testing with myocardial perfusion SPECT (odds ratio, 6.65; 95% CI: 5.05, 8.75; P < .001), while those in the myocardial perfusion SPECT group were more likely to undergo downstream testing with invasive angiography (odds ratio, 6.25; 95% CI: 4.35, 9.09; P < .001). The multidetector CT group was less likely to undergo coronary revascularization (hazard ratio, 0.76; 95% CI: 0.75, 0.77; P < .001) than the myocardial perfusion SPECT group. There was no significant difference between multidetector CT and myocardial perfusion SPECT groups for rates of myocardial infarction (0.4% for both) or CAD hospitalization (0.7% vs 1.1%, respectively), while rates of angina were significantly lower in the multidetector CT group (4.3% vs 6.4%, P < .001). CONCLUSION: Individuals without known CAD who underwent multidetector CT as an initial diagnostic test, compared with those who underwent myocardial perfusion SPECT, incurred lower health care costs with similar rates of myocardial infarction and CAD-related hospitalization.


Subject(s)
Coronary Angiography/economics , Coronary Angiography/methods , Tomography, Emission-Computed, Single-Photon/economics , Tomography, X-Ray Computed/economics , Coronary Disease/economics , Costs and Cost Analysis , Humans
8.
J Med Econ ; 11(2): 327-40, 2008.
Article in English | MEDLINE | ID: mdl-19450089

ABSTRACT

BACKGROUND: Multidetector computed tomography (MDCT) is a novel method for diagnosis and prognosis of coronary artery disease (CAD). The opportunity costs that favour MDCT over other CAD diagnostic methods is currently unknown. METHODS: This study used an episodes of care cost model based on epidemiologic and economic data evaluating individuals without known CAD undergoing MDCT or myocardial perfusion scintigraphy (MPS). It was a multicenter retrospective database review of medical and pharmacy-related claims linked by episodes of care from 2002 to 2005. CAD-related episodes of care costs were examined 1-year downstream for patients after initial MDCT that were matched to patients who underwent MPS. RESULTS: After adjustment for patient factors, 1-year total CAD-related episodes of care costs for MDCT were 16.4% lower than MPS, by an average of $682 (95% confidence interval $14, $1,350) per patient. While costs per CAD-related episode were similar between MDCT and MPS groups ($4,284 vs. $4,277, p=0.08). CONCLUSIONS: Patients without known CAD who undergo MDCT as an initial diagnostic test, compared to MPS, incurred fewer CAD-related episodes of care and lower overall CAD-related costs.


Subject(s)
Coronary Angiography/economics , Coronary Artery Disease/diagnosis , Episode of Care , Perfusion Imaging/economics , Tomography, X-Ray Computed/methods , Comorbidity , Coronary Circulation , Diagnostic Imaging/economics , Female , Humans , Male , Middle Aged , Retrospective Studies , Tomography, X-Ray Computed/economics
9.
Health Serv Res ; 42(6 Pt 1): 2140-59; discussion 2294-323, 2007 Dec.
Article in English | MEDLINE | ID: mdl-17995557

ABSTRACT

OBJECTIVE: To determine whether health plan members who saw physicians participating in a quality-based incentive program in a preferred provider organization (PPO) setting received recommended care over time compared with patients who saw physicians who did not participate in the incentive program, as per 11 evidence-based quality indicators. DATA SOURCES/STUDY SETTING: Administrative claims data for PPO members of a large nonprofit health plan in Hawaii collected over a 6-year period after the program was first implemented. STUDY DESIGN: An observational study allowing for multiple member records within and across years. Levels of recommended care received by members who visited physicians who did or did not participate in a quality incentive program were compared, after controlling for other member characteristics and the member's total number of annual office visits. DATA COLLECTION: Data for all PPO enrollees eligible for at least one of the 11 quality indicators in at least 1 year were collected. PRINCIPAL FINDINGS: We found a consistent, positive association between having seen only program-participating providers and receiving recommended care for all 6 years with odds ratios ranging from 1.06 to 1.27 (95 percent confidence interval: 1.03-1.08, 1.09-1.40). CONCLUSIONS: Physician reimbursement models built upon evidence-based quality of care metrics may positively affect whether or not a patient receives high quality, recommended care.


Subject(s)
Evidence-Based Medicine , Outcome Assessment, Health Care , Physician Incentive Plans , Preferred Provider Organizations/standards , Quality Indicators, Health Care , Reimbursement, Incentive , Blue Cross Blue Shield Insurance Plans , Female , Hawaii , Health Services Research , Humans , Male , Organizational Case Studies , Physician Incentive Plans/economics , Preferred Provider Organizations/economics , Quality Assurance, Health Care , Time Factors
10.
Am J Health Syst Pharm ; 64(10): 1054-61, 2007 May 15.
Article in English | MEDLINE | ID: mdl-17494905

ABSTRACT

PURPOSE: To evaluate the effectiveness of budesonide inhalation suspension relative to other common asthma therapies in a high-risk population, a study was conducted to compare the risk of having a repeat asthma-related hospitalization or emergency department (ED) visit in a Medicaid population of children; the relationship between asthma medication adherence level and repeat asthma hospitalizations or ED visits was also evaluated. METHODS: Children eight years of age or younger, with a hospitalization or ED visit for asthma between January 1999 and June 2001 (index event), were identified in a Florida Medicaid database. Claims data for each child were examined 12 months before and after the index event. Cox proportional hazards regression was used to model the risk of subsequent asthma exacerbation according to the asthma medication received during the first 30 days after the index event. Logistic regression was used to model the relationship between medication adherence as measured by the medication possession ratio (MPR) and the likelihood of a subsequent asthma exacerbation. RESULTS: There were 10,976 children in the study. Patients who had a claim for budesonide inhalation suspension had a lower risk of a subsequent hospitalization or ED visit (hazard ratio, 0.55; 95% confidence interval, 0.41-0.76; p < 0.001) than patients who did not have budesonide inhalation suspension claims. Other controller medications were not associated with a reduction in the risk of subsequent asthma exacerbations. Adherence to medication was poor (a median MPR of 0.08 for budesonide inhalation suspension and a median MPR of 0.16 for any asthma controller medication). The odds of a repeat hospitalization or ED visit were significantly lower for children who were adherent to their asthma controller medication. CONCLUSION: Children with asthma and insured by Medicaid were at a high risk of repeat exacerbations leading to increased hospitalizations and ED visits. Treatment with budesonide inhalation suspension in the first 30 days after a hospitalization or ED visit for asthma was associated with a significant reduction in the risk of repeat asthma-related hospitalizations or ED visits during the following year. Children who were adherent to their asthma controller medication had significantly lower odds of having a subsequent asthma exacerbation.


Subject(s)
Asthma/drug therapy , Budesonide/therapeutic use , Administration, Inhalation , Bronchodilator Agents/administration & dosage , Bronchodilator Agents/therapeutic use , Budesonide/administration & dosage , Child , Child, Preschool , Emergency Service, Hospital/statistics & numerical data , Female , Hospitalization/statistics & numerical data , Humans , Male , Medicaid , Patient Compliance , Recurrence , Severity of Illness Index
11.
Med Care ; 45(6): 529-36, 2007 Jun.
Article in English | MEDLINE | ID: mdl-17515780

ABSTRACT

OBJECTIVE: In the United States, data on transplanted and waitlisted patients collected by the Organ Procurement and Transplantation Network (OPTN) have been widely used in transplantation research. Administrative claims data, collected by health plans for reimbursement purposes, are also commonly used in health-services research. This study linked OPTN and private payer claims data to assess the relationship between data elements common to both sources. METHODS: All transplanted or waitlisted patients in the registry were considered for inclusion. A multistep match algorithm was employed to link OPTN and payer data from years 1995 to 2004. Variables common to both datasets that contained relevant information for similar time periods were compared. RESULTS: A total of 21,419 solid organ transplant recipients and 8808 waitlist patients were included in the final linked database. Organ type and demographic variable distributions in the linked dataset were similar to the overall OPTN database. Using claims as the reference group, sensitivity and specificity values were on average 0.72 and 0.69, respectively, and were highest for the indicators of immunosuppression use at discharge and follow-up. CONCLUSION: This comparison of payer data with information reported by transplant centers to the OPTN provides important insight into the value of both data sources. Using administrative claims to augment the registry data with utilization and cost information will be useful for evaluation of both economic and clinical endpoints in solid organ transplantation.


Subject(s)
Data Collection/methods , Databases, Factual/statistics & numerical data , Organ Transplantation , Research/statistics & numerical data , Adolescent , Adult , Aged , Child , Child, Preschool , Drug Utilization , Female , Humans , Immunosuppressive Agents , Infant , Infant, Newborn , Insurance Claim Review/statistics & numerical data , Male , Middle Aged , Organ Transplantation/economics , Organ Transplantation/statistics & numerical data , Registries/statistics & numerical data , Sensitivity and Specificity , Tissue and Organ Procurement/statistics & numerical data , United States , Waiting Lists
12.
J Healthc Qual ; 28(2): 36-44, 51, 2006.
Article in English | MEDLINE | ID: mdl-16749298

ABSTRACT

This article describes the structure, implementation, and early results of a performance-based hospital incentive program designed by a large nonprofit health plan. The Hospital Quality Service and Recognition program, developed by the Hawaii Medical Service Association, was launched in 2001 to reward high-quality medical care at the hospital level. This pay-for-performance program used administrative claims data, survey data, and hospital-reported information to assess hospital performance in risk-adjusted complications and risk-adjusted length of stay (LOS), patient satisfaction, and hospital processes of care measures. Financial incentives were provided to participating hospitals based on their performance on these measures. Preliminary outcomes of the program evaluated over a 4-year period after implementation revealed improvements in aggregated rates of risk-adjusted surgical complications and efficiency of care as evidenced by a substantial decrease in risk-adjusted average LOS for several surgical procedures. Quality improvement was demonstrated in several other program components including emergency department satisfaction. This quality incentive program offers an innovative approach for encouraging delivery of high-quality and service-oriented care in a statewide network of participating hospitals.


Subject(s)
Hospitals, General , Motivation , Quality of Health Care , Hawaii , Humans , Program Development , Program Evaluation
13.
Curr Med Res Opin ; 22(3): 453-61, 2006 Mar.
Article in English | MEDLINE | ID: mdl-16574029

ABSTRACT

OBJECTIVE: Clinical trials have demonstrated improved efficacy of fluticasone propionate/salmeterol (100/50 mcg) in a single device (FSC) compared with montelukast (10 mg) (MON). This study was designed to assess asthma control, asthma-related quality of life, asthma-related emergency department (ED) visit/hospitalization, treatment-related satisfaction, and productivity losses in patients newly started on FSC or MON. RESEARCH DESIGN AND METHODS: Patients who were newly prescribed FSC or MON during a regularly scheduled office visit were enrolled in a prospective observational study by nearly 500 physicians from eight managed care plans. Patient survey data were collected at baseline and at months 1, 3, 6, and 12, to measure study outcomes. ED visits/inpatient stays were reported from commercial claims data. Multivariate analyses assessed 12-month outcomes, controlling for several baseline patient characteristics. RESULTS: A total of 1414 patients >or= 15 years old were enrolled in the registry (FSC, n = 1061; MON, n = 353), 90% of which completed a 12-month survey. FSC patients had significantly greater improvement in both asthma control and quality of life, and reported significantly higher satisfaction with their medication (p = 0.003) and fewer days at work/school with asthma symptoms (p = 0.04) than MON. Other parameters of productivity losses such as missed work/school days due to asthma were not significantly different between the two groups. FSC use was also significantly associated with a lower risk of an asthma-related ED visit/hospitalization compared with MON (odds ratio = 0.35, 95% confidence interval: 0.15-0.92). CONCLUSION: In a 12-month office-based observational study, patients age 15 and older with persistent asthma, newly started on FSC, improved in symptom, quality of life, treatment, and utilization-related outcomes compared with patients newly started on MON. These results should be interpreted in light of the inherent limitations of non-randomized, uncontrolled studies.


Subject(s)
Acetates/therapeutic use , Albuterol/analogs & derivatives , Androstadienes/therapeutic use , Anti-Asthmatic Agents/therapeutic use , Asthma/drug therapy , Bronchodilator Agents/therapeutic use , Quinolines/therapeutic use , Adolescent , Adult , Aged , Albuterol/therapeutic use , Cyclopropanes , Drug Therapy, Combination , Emergency Service, Hospital/statistics & numerical data , Female , Fluticasone , Humans , Male , Middle Aged , Multivariate Analysis , Patient Satisfaction , Prospective Studies , Quality of Life , Registries , Salmeterol Xinafoate , Sulfides , Surveys and Questionnaires , Treatment Outcome
14.
Ann Allergy Asthma Immunol ; 95(6): 535-40, 2005 Dec.
Article in English | MEDLINE | ID: mdl-16400892

ABSTRACT

BACKGROUND: Asthma control is the goal of therapeutic interventions. In observational studies, the use of short-acting beta-agonists (SABAs) is a surrogate for symptoms and emergency department or hospital events for exacerbations. OBJECTIVE: To compare asthma exacerbations, medication switch, and use of SABAs among 3 treatment cohorts: fluticasone propionate and salmeterol as a single inhaler (FSC), fluticasone and salmeterol as separate inhalers (FP + SAL), and fluticasone propionate alone (FP). METHODS: Administrative claims data from approximately 10 million individuals from April 2000 to December 2002 were examined. Patients 15 years or older with claims for asthma, SABAs, and study medications were included in the study. Asthma-related medical and pharmacy claims were evaluated. Multivariate regression techniques were used to model the outcomes of interest, controlling for patient characteristics. RESULTS: The odds of a hospitalization or emergency department event were significantly lower for the patients receiving FSC (n=1013) compared with those receiving FP (n=1130) (odds ratio, 0.75; 95% confidence interval, 0.61-0.93) and those receiving FP + SAL (n=271) (odds ratio, 0.69; 95% confidence interval, 0.51-0.95). Patients receiving FSC also had a significantly lower risk of switch or discontinuation of index medication and lower rates of postindex SABA use. CONCLUSION: In this analysis, patients receiving FSC had lower rates of asthma-related symptoms and exacerbations as measured by SABA refills and hospitalization, respectively, when compared with patients receiving either FP or FP + SAL. This observational examination of medical and pharmacy claims data adds to the clinical reports that demonstrate the increased effectiveness of FSC when compared with FP or FP + SAL.


Subject(s)
Albuterol/analogs & derivatives , Androstadienes/therapeutic use , Asthma/drug therapy , Bronchodilator Agents/therapeutic use , Administration, Inhalation , Adolescent , Adult , Albuterol/administration & dosage , Albuterol/therapeutic use , Androstadienes/administration & dosage , Asthma/physiopathology , Bronchodilator Agents/administration & dosage , Clinical Trials as Topic , Drug Administration Schedule , Drug Therapy, Combination , Female , Fluticasone , Humans , Insurance, Health/classification , Insurance, Health/statistics & numerical data , Male , Medicaid/statistics & numerical data , Nebulizers and Vaporizers , Salmeterol Xinafoate , Treatment Outcome
15.
Ann Allergy Asthma Immunol ; 93(6): 538-45, 2004 Dec.
Article in English | MEDLINE | ID: mdl-15609762

ABSTRACT

BACKGROUND: The Health Plan Employer Data and Information Set (HEDIS) measures are used extensively to measure quality of care. OBJECTIVE: To evaluate selected aspects of the HEDIS measure of appropriate use of asthma medications. METHODS: Claims data were analyzed for commercial health plan members who met HEDIS criteria for persistent asthma in 1999. The use of asthma medications was evaluated in the subsequent year with stratification by controller medication and a measure of adherence (days' supply). Multivariate logistic regressions were used to evaluate the association among long-term controller therapy for persistent asthma, adherence to therapy, and asthma-related hospitalizations or emergency department (ED) visits, controlling for demographic, preindex utilization, and other confounding characteristics. RESULTS: Of the 49,637 persistent asthma patients, approximately 35.7% were using 1 class of long-term controller medications, 18.4% were using more than 1 class, and 45.9% were not using such medication. More than 25% of the persistent asthma patients did not use any asthma medication in the subsequent year. Patients with low adherence to controller medication had a significantly higher risk (odds ratio [OR], 1.72; 95% confidence interval [CI], 1.42-2.08) of ED visit or hospitalization relative to patients not using any controllers compared with persons with moderate (OR, 0.84; 95% CI, 0.57-1.23) or high (OR, 0.70; 95% CI, 0.34-1.44) adherence. Patients receiving a high days' supply of inhaled corticosteroids had the lowest risk of ED visit or hospitalization (OR, 0.37; 95% CI, 0.05-2.69). CONCLUSIONS: Our findings suggest that refinements to the HEDIS measure method for identifying patients with persistent asthma may be needed.


Subject(s)
Anti-Asthmatic Agents/therapeutic use , Asthma/drug therapy , Outcome and Process Assessment, Health Care , Adult , Asthma/classification , Female , Hospitalization/statistics & numerical data , Humans , Male , Patient Compliance
16.
Arch Intern Med ; 164(18): 1985-92, 2004 Oct 11.
Article in English | MEDLINE | ID: mdl-15477432

ABSTRACT

BACKGROUND: Back pain accounts for more than $100 billion in annual US health care costs and is the second leading cause of physician visits and hospitalizations. This study ascertains the effect of systematic access to chiropractic care on the overall and neuromusculoskeletal-specific consumption of health care resources within a large managed-care system. METHODS: A 4-year retrospective claims data analysis comparing more than 700 000 health plan members with an additional chiropractic coverage benefit and 1 million members of the same health plan without the chiropractic benefit. RESULTS: Members with chiropractic insurance coverage, compared with those without coverage, had lower annual total health care expenditures ($1463 vs $1671 per member per year, P<.001). Having chiropractic coverage was associated with a 1.6% decrease (P = .001) in total annual health care costs at the health plan level. Back pain patients with chiropractic coverage, compared with those without coverage, had lower utilization (per 1000 episodes) of plain radiographs (17.5 vs 22.7, P<.001), low back surgery (3.3 vs 4.8, P<.001), hospitalizations (9.3 vs 15.6, P<.001), and magnetic resonance imaging (43.2 vs 68.9, P<.001). Patients with chiropractic coverage, compared with those without coverage, also had lower average back pain episode-related costs ($289 vs $399, P<.001). CONCLUSIONS: Access to managed chiropractic care may reduce overall health care expenditures through several effects, including (1) positive risk selection; (2) substitution of chiropractic for traditional medical care, particularly for spine conditions; (3) more conservative, less invasive treatment profiles; and (4) lower health service costs associated with managed chiropractic care. Systematic access to managed chiropractic care not only may prove to be clinically beneficial but also may reduce overall health care costs.


Subject(s)
Back Pain/therapy , Chiropractic/economics , Insurance Benefits/economics , Managed Care Programs/economics , Adolescent , Adult , Aged , Back Pain/economics , California , Child , Child, Preschool , Chiropractic/statistics & numerical data , Cost-Benefit Analysis/economics , Female , Health Services Accessibility/economics , Humans , Infant , Infant, Newborn , Longitudinal Studies , Male , Managed Care Programs/statistics & numerical data , Middle Aged , Retrospective Studies
17.
Am J Clin Oncol ; 27(2): 185-90, 2004 Apr.
Article in English | MEDLINE | ID: mdl-15057159

ABSTRACT

This study compares diagnosis, staging, and treatment of newly diagnosed breast cancer cases over a several-year period. The study design was a retrospective, multiyear comparison between new breast cancer cases diagnosed in 1995 (n = 827) and 1997 (n = 815). Cases were identified through claims data, and medical record abstraction was used to verify each case and to identify clinical staging and type of treatment. All medical records were reviewed by one physician to maximize internal reliability. Both cohorts were predominantly 40 and older, white, married, and postmenopausal. The latter cohort (1997) had a higher proportion of women aged 70 to 79 and a lower proportion of women aged 40 to 49. In both cohorts, women age 40 and older were likely to be diagnosed with breast cancer at the time of mammographic screening, while women younger than 40 were more likely to be diagnosed by clinical breast examination. In logistic regression analyses, controlling for confounding factors such as age, undergoing mammographic screening increased the likelihood of having a low cancer stage at diagnosis by more than three and a half times. Mammographic screening was statistically significantly positively associated with having eligibility for breast-conserving treatment (BCT); however, although an increase in BCT eligibility was observed, actual use of BCT did not change. Mammography leads to a lower clinical stage as well as a greater likelihood of BCT eligibility at time of breast cancer diagnosis, but may not have a substantial effect on treatment choice (lumpectomy vs. mastectomy). Between 1995 and 1997, a trend was observed toward downstaging of disease at diagnosis; further research is warranted to observe whether this trend continues over time.


Subject(s)
Breast Neoplasms/diagnosis , Breast Neoplasms/therapy , Mammography , Mastectomy, Segmental , Adult , Aged , Aged, 80 and over , Breast Neoplasms/epidemiology , Breast Neoplasms/pathology , Female , Humans , Mammography/trends , Mastectomy, Segmental/trends , Middle Aged , Neoplasm Staging , Retrospective Studies , United States/epidemiology
18.
J Healthc Qual ; 25(6): 31-7, 2003.
Article in English | MEDLINE | ID: mdl-14671855

ABSTRACT

This case report describes a qualitative and preliminary quantitative assessment of a quality-based physician compensation program. The Hawaii Medical Service Association's Physician Quality and Service Recognition program offers an innovative and effective approach for improving delivery of high-quality and cost-effective care to patients enrolled in preferred provider organizations. Support for the program is demonstrated through increasing numbers of voluntarily participating physicians. Preliminary assessment of population outcomes reveals sustained improvements in many clinical areas and mixed findings in others. This study contributes to the body of knowledge available to payers and policy makers considering alternative payment methods to reward improved performance.


Subject(s)
Models, Organizational , Physician Incentive Plans , Preferred Provider Organizations/standards , Preventive Health Services/supply & distribution , Total Quality Management/organization & administration , Diagnosis-Related Groups , Follow-Up Studies , Hawaii , Humans , Internal Medicine/economics , Internal Medicine/standards , Organizational Case Studies , Outcome Assessment, Health Care , Preferred Provider Organizations/economics , Preferred Provider Organizations/statistics & numerical data , Preventive Health Services/standards , Program Evaluation , Quality Indicators, Health Care , Total Quality Management/standards
19.
Chest ; 121(4): 1028-35, 2002 Apr.
Article in English | MEDLINE | ID: mdl-11948029

ABSTRACT

OBJECTIVE: To compare asthma-related health-care utilization and expenditures for patients prescribed one of three dual-controller therapies: fluticasone plus salmeterol, inhaled corticosteroids (ICS) [excluding fluticasone] plus salmeterol, and ICS plus a leukotriene modifier (LTM). MATERIALS AND METHODS: Asthma-related medical claims from two major health plans were obtained for the 12 months before and after the initiation of dual therapy. A total of 1,325 patients > or = 12 years old with no claims for COPD or respiratory tract cancer were selected from the approximately 3.5 million lives covered. Multivariable regression was used to assess differences in asthma-related expenditures. To compensate for positive skew, all cost variables were log-transformed. RESULTS: Risk-adjusted total asthma-related costs for the fluticasone-plus-salmeterol cohort (n = 121), the ICS-plus-salmeterol cohort (n = 844), and the ICS-plus-LTM cohort (n = 360) [corrected] were $975, $1,089, and $1,268, respectively. Risk-adjusted pharmacy costs were $813, $841, and $996, respectively. Generalized linear modeling, controlling for baseline covariates, indicated that compared to ICS-plus-LTM therapy, fluticasone-plus-salmeterol therapy was associated with a significant reduction in asthma-related total (p = 0.0014) and pharmacy (p = 0.001) costs. Similar results were found when the ICS-plus-salmeterol group and the ICS-plus-LTM group were compared (p = 0.0001). The number of inpatient, outpatient, and emergency department visits and their corresponding costs were lower for the fluticasone-plus-salmeterol cohort, but were not statistically significant (p > 0.05). CONCLUSION: Results from managed-care practice suggest that treatment with fluticasone plus salmeterol, and more broadly ICS plus salmeterol, yield important cost savings when compared to treatment with ICS plus LTM.


Subject(s)
Albuterol/analogs & derivatives , Albuterol/economics , Androstadienes/economics , Anti-Inflammatory Agents/economics , Asthma/economics , Health Expenditures/statistics & numerical data , Insurance, Physician Services/economics , Leukotriene Antagonists/economics , Administration, Inhalation , Administration, Topical , Adult , Albuterol/adverse effects , Albuterol/therapeutic use , Androstadienes/adverse effects , Androstadienes/therapeutic use , Anti-Inflammatory Agents/administration & dosage , Anti-Inflammatory Agents/adverse effects , Asthma/drug therapy , Cost-Benefit Analysis/statistics & numerical data , Drug Therapy, Combination , Female , Fluticasone , Glucocorticoids , Humans , Leukotriene Antagonists/administration & dosage , Leukotriene Antagonists/adverse effects , Male , Middle Aged , Retrospective Studies , Salmeterol Xinafoate , Utilization Review
20.
J Manag Care Pharm ; 8(5 Suppl): 18-21, 2002.
Article in English | MEDLINE | ID: mdl-14613398

ABSTRACT

OBJECTIVE: To present results of 2 studies assessing the impact of 3 commonly prescribed dual-controller regimens on the cost of treating asthma in several managed care populations. DATA SOURCES: Two previously published cross-sectional and longitudinal retrospective studies of patients aged 12-65 years with asthma, in selected managed care plans, who were taking an inhaled corticosteroid (ICS) and were prescribed an index prescription for salmeterol or a leukotriene modifier. CONCLUSIONS: The cross-sectional study showed that different drug regimens were associated with measurable differences in outcome when both drug costs and use of medical services are taken into account. This stimulated a more rigorous follow-up study controlling for asthma severity by using preindex cost and use measures. The 12-month risk-adjusted total cost for the fluticasone propionate and salmeterol group was the lowest at 975 dollars, followed by 1,089 dollars and 1,268 dollars for the ICS and salmeterol and the ICS and leukotriene modifier groups, respectively. Overall cost per patient of dual-controller therapy consisting of fluticasone propionate and the inhaled long-acting beta2-agonist salmeterol was lower than a regimen consisting of either another inhaled corticosteroid with salmeterol or an inhaled corticosteroid with a leukotriene modifier. The cost of asthma treatment failure (i.e., inpatient and emergency department) was similar between groups.

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