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BACKGROUND: Behavioral symptoms are common in patients with dementia. However, there is limited evidence of their economic burden. Among commercially insured patients with dementia in the United States, this study assessed the prevalence of diagnosed behavioral symptoms and whether healthcare resources utilization and costs were associated with these symptoms. METHODS: This retrospective observational study was conducted using the IBM® MarketScan® Commercial Claims and Encounters and Medicare Supplemental database from October 1, 2015, to September 30, 2019. Diagnoses of dementia and behavioral symptoms were identified using the International Classification of Diseases, 10th Modification codes. To test differences in patient characteristics among those with and without diagnosed behavioral symptoms, t-tests were used for continuous variables, and chi-square tests were used for categories. Generalized linear models were used to compare healthcare resource utilization and costs between patients with and without diagnosed behavioral symptoms, adjusted for baseline characteristics. RESULTS: Of the 62,901 patients with dementia included in the analysis, 16.5% had diagnosed behavioral symptoms 12 months post dementia diagnosis. Patients with diagnosed behavioral symptoms used more health care resources (mean annual pharmacy visits per patient: 39.83 vs. 33.08, mean annual outpatient visits per patient: 24.20 vs. 16.94, mean annual inpatient visits per patient: 0.98 vs. 0.47, mean annual ER visits per patient: 2.45 vs. 1.21) and incurred higher cost of care than those without diagnosed behavioral symptoms (mean annual total health care costs per patients: $63,268 versus $33,383). Inpatient care was the most significant contributor to total costs (adjusted annual mean cost per patient: $28,195 versus $12,275). CONCLUSION: Behavioral symptoms were significantly associated with higher healthcare resource utilization and costs among patients with dementia. Further research is warranted to address the unmet medical needs of this patient population.
Subject(s)
Dementia , Medicare , Aged , Humans , United States/epidemiology , Delivery of Health Care , Health Care Costs , Patient Acceptance of Health Care , Retrospective Studies , Behavioral Symptoms/diagnosis , Behavioral Symptoms/epidemiology , Behavioral Symptoms/therapy , Dementia/diagnosis , Dementia/epidemiology , Dementia/therapyABSTRACT
OBJECTIVES: Behavioral symptoms are commonly observed in the course of dementia. This study aimed to assess the association of the diagnosis of a cluster of behavioral symptoms (e.g., agitation, aggression, psychotic symptoms, and delirium/wandering) with the likelihood of subsequent institutionalization. METHODS: A retrospective cohort study of adults aged 65 and above diagnosed with dementia identified in the IBM® MarketScan® Multistate Medicaid database between October 01, 2015, and September 30, 2019, was conducted. The index date was defined as the first diagnosis date of dementia. The presence or absence of behavioral symptoms was identified in the 6 months prior to the index date (baseline). Institutionalization was evaluated 12 months (follow-up) post the index date. The association between diagnosed behavioral symptoms during the baseline period and institutionalization in the follow-up period was assessed using a multivariable logistic regression, adjusting for baseline sociodemographic and clinical characteristics. RESULTS: The study cohort included 40,714 patients with dementia. A diagnosis of behavioral symptoms was found among 2,067 (5.1%) patients during the baseline period. An increased likelihood of institutionalization was found during the follow-up among patients with agitation and aggression in baseline (OR = 1.51 (95% CI: 1.18-1.92)) compared to patients without these symptoms at baseline. Patients with psychotic symptoms in baseline had significantly higher odds of getting institutionalized during the follow-up compared to patients without psychotic symptoms in baseline (OR = 1.36 (95% CI: 1.20-1.54)). Similarly, patients with symptoms of delirium and wandering in baseline had a higher likelihood of institutionalization than patients without these symptoms at baseline (OR = 1.61 (95% CI: 1.30-1.99)). CONCLUSION: Several diagnosed behavioral symptoms were associated with a higher risk of institutionalization among older adults with dementia and should be considered when planning treatment strategies for the effective management of the condition.
Subject(s)
Delirium , Dementia , Humans , Aged , Dementia/diagnosis , Dementia/epidemiology , Dementia/therapy , Retrospective Studies , Medicaid , Institutionalization , Behavioral Symptoms/diagnosis , Behavioral Symptoms/epidemiology , Delirium/diagnosis , Delirium/epidemiologyABSTRACT
BACKGROUND: A requirement of the Arkansas Medicaid Section 1115 demonstration waiver was to evaluate the level of care received for Medicaid expansion eligible beneficiaries enrolled in commercial Qualified Health Plans (QHPs) in the Health Care Independence "Private Option" Program. This allowed for a direct comparison of Medicaid and commercial system performance serving similar newly covered adults. RESEARCH DESIGN: In 2014, assignment to either Medicaid or a QHP was made based upon a psychometrically derived continuous composite score to exceptional health care needs assessment screener using a sharp a priori threshold cutpoint. Using a regression discontinuity design we compared preventive care (flu vaccination and screening rates) services in the 2 programs over 3 years. RESULTS: Compared with Medicaid enrollees, a higher percentage of QHP enrollees consistently received eligible preventive care screenings with 15.3, and 6.9% more receiving at least 1 or all eligible screenings, respectively. For individual preventive care outcomes and compared with Medicaid enrollees over the 3 years under study, a higher percentage of eligible QHP enrollees received a flu shot, cholesterol screenings, glycated hemoglobin assessment, and cervical and breast cancer periodic assessments. No differences were found for colorectal periodic assessments. CONCLUSIONS: These findings suggest that at least for preventive services, the Medicaid federal equal access requirement is not being met for those within Medicaid fee-for-service coverage. This persisted across all 3 years of the program. Differential payment rates for services between Medicaid and QHPs are likely a major contributing factor.
Subject(s)
Health Services Accessibility/statistics & numerical data , Insurance Coverage/statistics & numerical data , Insurance, Health/statistics & numerical data , Medicaid/statistics & numerical data , Preventive Health Services/statistics & numerical data , Adolescent , Adult , Arkansas , Female , Humans , Male , Middle Aged , Needs Assessment , Patient Protection and Affordable Care Act/legislation & jurisprudence , Quality of Health Care , United States , Young AdultABSTRACT
BACKGROUND: "Rules of thumb" for the replacement of electrolytes, including magnesium, in critical care settings are used, despite minimal empirical validation of their ability to achieve a target serum concentration. This study's purpose was to evaluate the effectiveness and safety surrounding magnesium replacement in medically, critically ill patients with mild-to-moderate hypomagnesemia. METHODS: This was a single-center, retrospective, observational evaluation of episodes of intravenous magnesium replacement ordered for patients with mild-to-moderate hypomagnesemia (1.0-1.9 mEq/L) admitted to a medical intensive care unit from May 2014 to April 2016. The primary effectiveness outcome, achievement of target serum magnesium concentration (≥2 mEq/L) compared to expected achievement using a "rule of thumb" estimation that 1 g intravenous magnesium sulfate raises the magnesium concentration 0.15 mEq/L, was tested using 1-sample z test. Logistic regression analysis was conducted to assess the effect of infusion rate on target achievement. RESULTS: Of 152 days on which magnesium replacements were provided for 72 patients, a follow-up serum magnesium concentration was checked within 24 hours in 89 (58.6%) episodes. Of these 89 episodes, serum magnesium concentration reached target in only 49 (59.8%) episodes compared to an expected 89 (100%; P < .0001). There was no significant association between infusion rate and achievement of the target serum magnesium concentration (odds ratio: 0.962, 95% confidence interval: 0.411-2.256). CONCLUSIONS: Medically, critically ill patients who received nonprotocolized magnesium replacement achieved the target serum magnesium concentration less frequently than the "rule of thumb" estimation predicted.
Subject(s)
Critical Care/methods , Critical Illness/therapy , Magnesium Deficiency/drug therapy , Magnesium Sulfate/administration & dosage , Magnesium/blood , Academic Medical Centers , Administration, Intravenous , Adolescent , Adult , Aged , Clinical Protocols , Critical Care/standards , Female , Humans , Intensive Care Units , Magnesium Deficiency/blood , Male , Middle Aged , Retrospective Studies , Treatment Outcome , Young AdultABSTRACT
OBJECTIVES: To validate the Medical Outcomes Study Short Form version 2 (SF-12v2) in diabetic patients. METHODS: Adults with self-reported diabetes from the Medical Expenditure Panel Survey (2011-2013) were identified. Reliability (internal consistency and test-retest) and validity (construct, concurrent, criterion, and predictive) of the SF-12v2 were assessed. The SF-12v2 consists of two normalized composite scores: the physical component summary score (PCS12) and the mental component summary score (MCS12). Confirmatory factor analysis was conducted to assess the instrument structure. Concurrent (convergent and discriminant) validity was assessed by a multitrait-multimethod matrix using the Patient Health Questionnaire, the Kessler Scale, and perceived health and mental health questions. The predictive validity was assessed by estimating future limitations. The concurrent validity was tested by comparing the MCS12, PCS12, and utility scores (six-dimensional health state short form) across comorbidity scores. RESULTS: The final sample comprised 2214 diabetic patients with mean normalized (population mean 50; range 0-100) PCS12 and MCS12 scores of 40.81 (standard error 0.33) and 49.82 (standard error 0.26), respectively. The PCS12 and MCS12 scores showed good internal consistency (Cronbach α: PCS12 0.85; MCS12 0.83) and acceptable test-retest reliability (intraclass correlation coefficient: PCS12 0.72; MCS12 0.63) and produced acceptable goodness-of-fit indices (normed fit index 0.95; comparative fit index 0.95; root mean square error of approximation 0.11 [95% confidence interval 0.1017-0.1188]). The PCS12 and MCS12 were moderately correlated with perceived health and perceived mental health. The MCS12 was highly correlated with the Patient Health Questionnaire and the Kessler Scale. Both the PCS12 and the MCS12 could predict the future health limitations. The PCS12, MCS12, and utility scores demonstrated sensitivity to the presence of comorbidity scores. CONCLUSIONS: The SF-12v2 is a valid generic instrument for measuring quality of life in diabetic patients.
Subject(s)
Diabetes Mellitus/therapy , Health Status Indicators , Patient Health Questionnaire , Process Assessment, Health Care , Quality of Life , Aged , Comorbidity , Diabetes Mellitus/diagnosis , Diabetes Mellitus/psychology , Female , Health Status , Humans , Longitudinal Studies , Male , Mental Health , Middle Aged , Predictive Value of Tests , Psychometrics , Reproducibility of Results , Retrospective Studies , Risk Factors , Treatment OutcomeABSTRACT
Solid lipid nanoparticles (SLNs) are gaining importance due to numerous advantages they offer as a drug delivery system. SLN incorporate poorly soluble drugs, proteins, biologicals, etc. SLN are prepared by techniques like high-pressure homogenization, sonication and employs a wide range of lipids and surfactants. Physicochemical characterization techniques include particle size analysis, zeta potential and determination of crystallinity/polymorphism. Furthermore, drug loading and drug entrapment efficiency are common parameters used to test the efficiency of SLN. Most importantly, the functionality assay of SLN is essential to predict the activity and performance in vivo. The review presented discusses the importance of SLN in drug delivery with emphasis on principles and limitations associated with their physicochemical characterization.
Subject(s)
Drug Delivery Systems/methods , Lipids/chemistry , Nanoparticles/chemistry , Particle Size , Animals , Chemical Phenomena , Chemistry, Pharmaceutical/methods , Humans , Lipids/administration & dosage , Nanoparticles/administration & dosageSubject(s)
Magnesium Deficiency , Myocardial Infarction , Critical Illness , Humans , Magnesium , Thrombolytic TherapyABSTRACT
In 2019, the United States (US) Advisory Committee on Immunization Practices (ACIP) recommended that healthcare providers engage in shared clinical decision making for adults aged 27-45 who may benefit from HPV vaccination. However, it is difficult to assess these benefits as there is a lack of data on HPV burden on young and mid-adult women. This analysis estimates the incidence of conization and the burden associated with treating pre-cancerous states related to HPV with a loop electrosurgical excision procedure (LEEP) or a cold knife conization (CKC) among commercially insured women aged 18-45. This retrospective cohort study used the IBM MarketScan commercial claims encounter database for women aged 18-45 treated with conization. We assessed the annual incidence of conization (2016-2019) and adjusted the two-year health care costs post-conization using a multivariable Generalized Linear Model (GLM)-accounting for follow-up time and other characteristics-stratified by the age groups, namely 18-26 and 27-45. The inclusion criteria were met by 6735 women, with a mean age of 33.9 years (SD = 6.2). Conization incidence was lowest for women aged 18-26 (41/100,000 to 62/100,000 women-years) and highest for women aged 31-35 (243/100,000 to 269/100,000). The GLM-adjusted, all-cause healthcare costs per patient per year were USD 7279 and USD 9249 in the 18-26 and 27-45 age groups, respectively. The adjusted costs for disease-specific care were USD 3609 and USD 4557 for women ages 18-26 and 27-45, respectively. The burden of conization and the associated costs were significant, indicating a potential healthcare benefit of HPV vaccination among young and middle-aged women.
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The US Advisory Committee on Immunization Practice recommends routine human papillomavirus (HPV) vaccination at 11-12 years of age, but states that vaccination may be initiated as early as 9 years. Our primary goal was to assess whether initiating HPV vaccination at 9-10 years of age, compared to 11-12, was associated with a higher rate of series completion by 13 years of age, and to identify factors associated with series completion by age 13. The study used vaccine claims and other data from the IBM MarketScan Commercial Claims and Encounters (privately insured) and IBM MarketScan Multi-State Medicaid (publicly insured) databases. Participants were 9-12 years of age and initiated HPV vaccination between January 2006 and December 2018 (publicly insured) or February 2019 (privately insured). Among 100,117 privately insured individuals, those initiating the HPV vaccination series at 9-10 years of age had a significantly higher series completion rate by 13 years of age than did those initiating at 11-12 years of age (76.2% versus 48.1%; p < .001). The same pattern was observed for 115,863 publicly insured individuals (70.4% versus 40.0%; p < .001). Provider and health care plan type, female sex, race/ethnicity, and wellness checks or non-HPV vaccinations during the baseline period were significantly associated with series completion by 13 years of age. Proactive initiation of HPV vaccination at 9-10 years of age was associated with higher rates of series completion by 13 years of age. These findings can inform provider education and other interventions to encourage timely HPV vaccination series completion.
Subject(s)
Papillomavirus Infections , Papillomavirus Vaccines , United States , Humans , Female , Child , Adolescent , Medicaid , Vaccination , Ethnicity , Papillomavirus Infections/prevention & controlABSTRACT
Background: Dose escalation of biologics may regain treatment response in patients with ulcerative colitis (UC). However, dose escalation rates and associated outcomes and costs are not well characterized in biologic-naïve patients receiving antitumor necrosis factor-alpha (anti-TNF-α) treatments, such as infliximab or adalimumab or vedolizumab. Methods: ODESSA-UC, a retrospective cohort study investigating dose escalation in patients with UC who had received first-line biologics, used data from IBM MarketScan databases. Adults with UC and ≥1 claim for an index drug (adalimumab, infliximab, or vedolizumab) were eligible. A Cox proportional hazards model was used to evaluate the adjusted rate of dose escalation. Logistic regression was used to evaluate the odds of experiencing adverse outcomes (corticosteroid use, infection, sepsis, or inflammatory bowel disease-related hospitalization) and incurring index drug costs. Results: A year after the start of maintenance, a lower proportion of patients experienced dose escalation with vedolizumab (22.3%) than adalimumab (43.0%). The dose escalation risk was significantly higher for infliximab (hazard ratio [HR], 1.894; 95% confidence interval [CI], 1.486-2.413) and adalimumab (HR, 2.120; 95% CI, 1.680-2.675) than for vedolizumab. The odds of experiencing an adverse outcome after dose escalation were higher for anti-TNF-α treatments than for vedolizumab (odds ratio, 2.052; 95% CI, 1.200-3.507). Index drug costs after dose escalation were lowest for vedolizumab. Conclusions: Patients with UC receiving vedolizumab had a lower risk of dose escalation and lower subsequent costs than patients receiving anti-TNF-α treatments. Our study demonstrates the possible clinical and economic implications of dose escalation.
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Background: The United States continues to account for the highest proportion of the global Coronavirus Disease-2019 (COVID-19) cases and deaths. Currently, it is important to contextualize COVID-19 fatality to guide mitigation efforts. Objectives: The objective of this study was to assess the ecological factors (policy, health behaviors, socio-economic, physical environment, and clinical care) associated with COVID-19 case fatality rate (CFR) in the United States. Methods: Data from the New York Times' COVID-19 repository and the Centers for Disease Control and Prevention Data (01/21/2020 - 02/27/2021) were used. County-level CFR was modeled using the Spatial Durbin model (SDM). The SDM estimates were decomposed into direct and indirect impacts. Results: The study found percent positive for COVID-19 (0.057% point), stringency index (0.014% point), percent diabetic (0.011% point), long-term care beds (log) (0.010% point), premature age-adjusted mortality (log) (0.702 % point), income inequality ratio (0.078% point), social association rate (log) (0.014% point), percent 65 years old and over (0.055% point), and percent African Americans (0.016% point) in a given county were positively associated with its COVID-19 CFR. The study also found food insecurity, long-term beds (log), mental health-care provider (log), workforce in construction, social association rate (log), and percent diabetic of a given county as well as neighboring county were associated with given county's COVID-19 CFR, indicating significant externalities. Conclusion: The spatial models identified percent positive for COVID-19, stringency index, elderly, college education, race/ethnicity, residential segregation, premature mortality, income inequality, workforce composition, and rurality as important ecological determinants of the geographic disparities in COVID-19 CFR.
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INTRODUCTION: Human papillomavirus (HPV) cause cancers in a variety of anatomic sites presenting at various stages of disease. Current economic assessments rely on HPV-related cancer cost estimates from data prior to the launch of the nonavalent HPV vaccine (2014). The goal of the present study was to assess and describe the current direct medical care burden of HPV-related cancers in the US. METHODS: Using Clinformatics Data Mart, patients in the US who were newly diagnosed with cervical, vulvar, vaginal, anal, and oropharyngeal cancers between 2012 and 2015 were compared to non-cancer matched (propensity score) controls. Health care resource utilization and direct medical cost (2020 USD) were assessed over a 2-year follow-up period following index diagnosis from a payer perspective. The cost for censored time was estimated using generalized linear model while adjusting for survival probability using cox-proportional hazard model. Confidence intervals were calculated with bootstrapping technique. RESULTS: The analyses included 4128 cervical, 1580 vulvar, 538 vaginal, 1827 anal, and 6106 oropharyngeal cancers and matched controls. Cases and controls had similar baseline clinical characteristics and length of follow-up. The 2-year incremental direct medical costs were $93,272, $81,676, $141,096, $129,366, and $134,045 for cervical, vulvar, vaginal, anal, and oropharyngeal cancers respectively. Outpatient care costs was the biggest driver of the total incremental medical costs. Most cancer costs were incurred during the first 6 months of follow-up and then stabilized during follow-up. CONCLUSION: HPV-related cancers are responsible for substantial health care expenditure each year.
Subject(s)
Oropharyngeal Neoplasms , Papillomavirus Infections , Papillomavirus Vaccines , Vulvar Neoplasms , Cost-Benefit Analysis , Female , Health Care Costs , Humans , Oropharyngeal Neoplasms/therapy , Papillomaviridae , Papillomavirus Infections/epidemiology , United States/epidemiologyABSTRACT
OBJECTIVE: To assess the level of glycemic control among type 2 diabetes patients on sodium-glucose cotransporter 2 inhibitor (SGLT2i) and metformin dual therapy. METHODS: Observational, retrospective database study in adult type 2 diabetes mellitus patients from the IQVIA Electronic Medical Record (EMR) database was conducted. The observation period was June 2015 to June 2018. Patient's earliest encounter in the observation period while on SGLT2i and metformin dual therapy served as the index date. Patients were required to have at least one HbA1c measure in the 12 months prior to the index date and be on SGLT2i and metformin dual therapy and no other antihyperglycemic treatment as of the HbA1c measurement date or any time during the 90 days prior. The associations between sociodemographic factors and clinical burden on achievement of HbA1c <8% were assessed using multivariable logistic regression with backward stepwise selection. RESULTS: Of 3491 patients, 2176 (62.3%) achieved HbA1c <8%, with a median distance to goal of 1.1% (IQR 0.5-2.3%) for those not at glycemic target. Mean age was 56.5 years and 52.6% were male. At baseline, 28.3% of patients had established cardiovascular disease/chronic kidney disease, and of those 63.8% had HbA1c <8%. African American patients had lower odds of attaining HbA1c <8% when compared with white patients [OR 0.69], while older patients had marginally higher odds [OR 1.01]. CONCLUSION: Approximately 3 out of 5 patients on metformin and SGLT2i dual therapy achieved HbA1c <8%, with African Americans having a lower likelihood of achieving this glycemic goal.
Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/administration & dosage , Metformin/administration & dosage , Sodium-Glucose Transporter 2 Inhibitors/administration & dosage , Adult , Aged , Diabetes Mellitus, Type 2/blood , Drug Therapy, Combination , Female , Glycated Hemoglobin/analysis , Glycemic Control , Humans , Male , Middle Aged , Retrospective StudiesABSTRACT
BACKGROUND: Schizophrenia and psychotic disorders (SPDs)-related hospitalizations are the second leading cause of 30-day readmission. This study assessed the effect of patient and hospital-level factors on readmission costs following index hospital discharges for SPDs. METHODS: 2014 Nationwide Readmissions Database was used to identify SPD-related discharges between January 1, 2014, and November 30, 2014. Multivariable logistic regression was used to estimate patient and hospital-level predictors for readmissions. A two part model was used to estimate the predictors of readmission and associated cost for index hospital discharges with SPDs. RESULTS: A total of 77 625 of 343 579 (22%) index hospital discharges for SPDs resulted in readmissions. The average index and readmission costs were $9285 and $8593, respectively. Being 25 to 44 years old (odds ratio: 1.14), with nonmental comorbidities (odds ratio: 1.52), and admitted in private hospitals (odds ratio: 1.24) had significantly higher odds of readmission rates. Being males ($105), 25 to 44 years of age ($99), urban residents ($312), Medicare enrollees ($713 over privately insured), high-income area residents ($393), having multiple comorbidities ($923), and those admitted in large metropolitan ($680) and government-owned hospitals ($417) had higher costs of readmission. CONCLUSION: The high SPD-related readmission rates can be reduced by providing integrated behavioral health services for this high-risk cohort.
Subject(s)
Hospital Costs/trends , Patient Readmission/economics , Psychotic Disorders , Schizophrenia , Adolescent , Adult , Aged , Databases, Factual , Female , Forecasting , Humans , Incidence , Male , Middle Aged , Patient Protection and Affordable Care Act , Risk Factors , Young AdultABSTRACT
BACKGROUND: Rules of thumb for potassium replacement are used in intensive care units despite minimal empirical validation. OBJECTIVE: To evaluate the effectiveness and safety of rule-of-thumb potassium replacement in critically ill patients with mild and moderate hypokalemia. METHODS: A retrospective, observational study was done of patients with mild (potassium, 3-3.9 mEq/L) and moderate (potassium, 2-2.9 mEq/L) hypokalemia admitted to a medical intensive care unit who received potassium replacement. Expected and actual frequencies of replacement that achieved target potassium concentrations (≥ 4 mEq/L) were compared by using a χ2 test. Logistic regression analysis was used to assess whether rule-of-thumb administration affected the probability of target attainment within 24 hours of replacement. RESULTS: Serum potassium concentrations were checked within 24 hours after potassium replacement on 354 of 577 days (61.4%) when replacement was provided. Concentrations were within target range in 82 instances (23.2%). Of 62 episodes of replacement expected to achieve the target according to the rule-of-thumb estimation, 22 did (35%). Rule-of-thumb administration was associated with greater likelihood of target attainment (odds ratio, 2.12; 95% CI, 1.18-3.85; P = .01). This difference in likelihood remained significant after adjustment for covariates (odds ratio, 2.18; 95% CI, 1.04-4.56; P = .04). CONCLUSION: In critically ill patients given potassium replacement without regard to a formal protocol, the target serum potassium concentration was achieved more often than expected according to the rule-of-thumb estimation but less than one-third of the time.
Subject(s)
Critical Illness , Hypokalemia/drug therapy , Potassium/administration & dosage , Arkansas , Female , Humans , Intensive Care Units , Male , Middle Aged , Patient Safety , Potassium/blood , Retrospective StudiesABSTRACT
INTRODUCTION: The risk of rheumatoid arthritis (RA) associated with dipeptidyl peptidase-4 inhibitor (DPP-4i) use is unclear. This study assesses the RA risk associated with DPP-4i use among a diabetic cohort initiating second-line therapy. METHODS: This was a nested case-control study, using the adult diabetic population starting second-line antidiabetic therapy from IMS LifeLink Plus® database (2006-2015). Cases were those with two or more RA diagnosis, at least one prescription, and 180 days enrollment prior to the event date (earliest of the two: first RA diagnosis, first RA prescription). Controls were drawn from the nest after matching (1:15) with cases on index date (± 90 days), age (± 5 years), sex, and event date (imputed to have the same time difference between cohort entry and event date as the matched case). Exposure and covariate information was gathered from the 180-day period prior to event date. Conditional logistic regression was used to assess exposure among cases and controls. Adjusted analysis was carried out after controlling for important medications and comorbidities. RESULTS: The final sample consists of 790 cases and 11,850 controls; of these, 151 cases (19.11%) and 2177 controls (18.37%) had DPP-4i claims during the exposure assessment period. DPP-4i therapy was not significantly associated with the development of RA after adjusting for covariates (OR = 1.156, 95% CI 0.936-1.429). Changing the exposure definition or exposure window to 1 year and subgroup analyses yielded similar results except for the non-insulin-using subgroup (OR = 1.299, 95% CI 1.001-1.985) which showed a significant positive association. CONCLUSION: DPP-4i were not significantly associated with the risk of RA compared with other second-line antidiabetic therapies.
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BACKGROUND: The SF-12v2 has been validated in general population and other conditions but the evidence is limited in Americans with cancer. OBJECTIVE: To assess reliability and validity of SF-12v2 among adults with self-reported cancer using the Medical Expenditure Panel Survey (MEPS). METHODS: Self-reported cancer participants (SCPs) were identified from 2003 MEPS. SF-12v2 was administered as part of self-administered questionnaires. Physical (PCS12) and mental (MCS12) component scores of SF-12v2 were evaluated for reliability (internal consistency, test-retest) and validity (convergent, discriminant, predictive, concurrent). RESULTS: 420 SCPs were identified with average age of 59.3 years (SEâ¯=â¯0.9). 10.7% had multiple cancers (>1) and 52% had at least one other chronic condition (OCC). Average PCS12 and MCS12 were 45.09 (SEâ¯=â¯0.5) and 50.75 (SEâ¯=â¯0.5). PCS12 and MCS12 demonstrated high internal consistency (αPCS12â¯=â¯0.89; αMCS12â¯=â¯0.88), acceptable test-retest reliability (ICCPCS12â¯=â¯0.82; ICCMCS12â¯=â¯0.73), strongly correlated with most of the expected EQ-5D domains (râ¯=â¯0.51-0.71), and demonstrated strong convergent validity on perceived health (râ¯=â¯0.61) and perceived mental health (râ¯=â¯0.52). PCS12 and MCS12 were able to discriminate between groups with and without physical/cognitive limitations. Only PCS12 was negatively correlated with number of OCCs. CONCLUSION: The SF-12v2 is a reliable and valid instrument to quantify health-related quality of life among adults with self-reported cancer.
Subject(s)
Health Status , Neoplasms/psychology , Quality of Life , Surveys and Questionnaires , Female , Humans , Male , Mental Health , Middle Aged , Neoplasms/pathology , Psychometrics , Reproducibility of Results , Self ReportABSTRACT
BACKGROUND: Quantifying the value of pharmacy services is imperative for the profession as it works to establish an expanded role within evolving health care systems. The literature documents the work that many have contributed toward meeting this goal. To date, however, the preponderance of evidence evaluates the value of pharmacist services to third-party payers; few published studies address the value that consumers place on these services. OBJECTIVES: In 1999, a review of studies that used the contingent valuation method to value pharmacy services was published. The objective of this manuscript is to provide an update of that review. METHODS: Relevant studies published in the English language were identified searching MEDLINE, ECONLIT and International Pharmaceutical Abstracts databases from January 1999 to November 2017. Only studies that specifically elicited willingness to pay for a community pharmacist provided service from actual or potential consumers were included. RESULTS: Thirty-one studies using the contingent valuation method to value pharmacy services were identified using the search strategy outlined. These studies included surveys in different demographic and geographic populations and valuing various pharmacy services. CONCLUSIONS: Improving the quality of studies using contingent valuation to value pharmacy services will aid the profession in marketing pharmacy services to consumers, and may assist practitioners who wish to implement various pharmacy services in their practice settings. A limited number of studies have been conducted, but the quality of contingent valuation studies valuing pharmacist services is improving. Understanding the pharmacy services that consumers value, and understanding the level of their monetary willingness to pay for those services will be crucial as the profession continues to work toward establishing a sustainable and economically viable role within the evolving health care systems.
Subject(s)
Community Pharmacy Services/economics , Patient Acceptance of Health Care , Pharmacists/economics , Community Pharmacy Services/organization & administration , Delivery of Health Care/economics , Delivery of Health Care/organization & administration , Humans , Pharmacists/organization & administration , Professional RoleABSTRACT
OBJECTIVE: Evaluate the association between opioid therapy and health-related quality of life (HRQoL) in participants with chronic, noncancer pain (CNCP). DATA SOURCES: Medical Expenditure Panel Survey Longitudinal, Medical Conditions, and Prescription Files. STUDY DESIGN: Using a retrospective cohort study design, the Mental Health Component (MCS12) and Physical Health Component (PCS12) scores of the Short Form-12 Version 2 were assessed to measure mental and physical HRQoL. DATA COLLECTION: Chronic, noncancer pain participants were classified as chronic, nonchronic, and nonopioid users. One-to-one propensity score matching was employed to match chronic opioid users to nonchronic opioid users plus nonchronic opioid users and chronic opioid users to nonopioid users. PRINCIPAL FINDINGS: A total of 5,876 participants were identified. After matching, PCS12 was not significantly different between nonchronic versus nonopioid users (LSM Diff = -0.98, 95% CI: -2.07, 0.10), chronic versus nonopioid users (LSM Diff = -2.24, 95% CI: -4.58, 0.10), or chronic versus nonchronic opioid users (LSM Diff = -2.23, 95% CI: -4.53, 0.05). Similarly, MCS12 was not significantly different between nonchronic versus nonopioid users (LSM Diff = 0.76, 95% CI: -0.46, 1.98), chronic versus nonopioid users (LSM Diff = 1.08, 95% CI: -1.26, 3.42), or chronic versus nonchronic opioid users (LSM Diff = -0.57, 95% CI: -2.90, 1.77). CONCLUSIONS: Clinicians should evaluate opioid use in participants with CNCP as opioid use is not correlated with better HRQoL.
Subject(s)
Analgesics, Opioid/therapeutic use , Chronic Pain/drug therapy , Quality of Life , Adult , Aged , Chronic Pain/epidemiology , Female , Humans , Longitudinal Studies , Male , Middle Aged , Opioid-Related Disorders/epidemiology , Pain Measurement , Prevalence , Propensity Score , Retrospective Studies , United States/epidemiologyABSTRACT
STUDY OBJECTIVE: To determine the cost-effectiveness of stress ulcer prophylaxis with histamine2 receptor antagonists (H2RAs) versus proton pump inhibitors (PPIs) in critically ill and mechanically ventilated adults. DESIGN: A decision analytic model estimating the costs and effectiveness of stress ulcer prophylaxis (with H2RAs and PPIs) from a health care institutional perspective. PATIENTS: Adult mixed intensive care unit (ICU) population who received an H2RA or PPI for up to 9 days. MEASUREMENTS AND MAIN RESULTS: Effectiveness measures were mortality during the ICU stay and complication rate. Costs (2015 U.S. dollars) were combined to include medication regimens and untoward events associated with stress ulcer prophylaxis (pneumonia, Clostridium difficile infection, and stress-related mucosal bleeding). Costs and probabilities for complications and mortality from complications came from randomized controlled trials and observational studies. A base case scenario was developed with pooled data from an observational study and meta-analysis of randomized controlled trials. Scenarios based on observational and meta-analysis data alone were evaluated. Outcomes were expected and incremental costs, mortalities, and complication rates. Univariate sensitivity analyses were conducted to determine the influence of inputs on cost, mortality, and complication rates. Monte Carlo simulations evaluated second-order uncertainty. In the base case scenario, the costs, complication rates, and mortality rates were $9039, 17.6%, and 2.50%, respectively, for H2RAs and $11,249, 22.0%, and 3.34%, respectively, for PPIs, indicating that H2RAs dominated PPIs. The observational study-based model provided similar results; however, in the meta-analysis-based model, H2RAs had a cost of $8364 and mortality rate of 3.2% compared with $7676 and 2.0%, respectively, for PPIs. At a willingness-to-pay threshold of $100,000/death averted, H2RA therapy was superior or preferred 70.3% in the base case and 97.0% in the observational study-based scenario. PPI therapy was preferred 87.2% in the meta-analysis-based scenario. CONCLUSION: Providing stress ulcer prophylaxis with H2RA therapy may reduce costs, increase survival, and avoid complications compared with PPI therapy. This finding is highly sensitive to the pneumonia and stress-related mucosal bleeding rates and whether observational data are used to inform the model.