Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 273
Filter
2.
Mult Scler ; 30(6): 696-706, 2024 May.
Article in English | MEDLINE | ID: mdl-38660773

ABSTRACT

BACKGROUND: Effective and safe treatment options for multiple sclerosis (MS) are still needed. Montelukast, a leukotriene receptor antagonist (LTRA) currently indicated for asthma or allergic rhinitis, may provide an additional therapeutic approach. OBJECTIVE: The study aimed to evaluate the effects of montelukast on the relapses of people with MS (pwMS). METHODS: In this retrospective case-control study, two independent longitudinal claims datasets were used to emulate randomized clinical trials (RCTs). We identified pwMS aged 18-65 years, on MS disease-modifying therapies concomitantly, in de-identified claims from Optum's Clinformatics® Data Mart (CDM) and IQVIA PharMetrics® Plus for Academics. Cases included 483 pwMS on montelukast and with medication adherence in CDM and 208 in PharMetrics Plus for Academics. We randomly sampled controls from 35,330 pwMS without montelukast prescriptions in CDM and 10,128 in PharMetrics Plus for Academics. Relapses were measured over a 2-year period through inpatient hospitalization and corticosteroid claims. A doubly robust causal inference model estimated the effects of montelukast, adjusting for confounders and censored patients. RESULTS: pwMS treated with montelukast demonstrated a statistically significant 23.6% reduction in relapses compared to non-users in 67.3% of emulated RCTs. CONCLUSION: Real-world evidence suggested that montelukast reduces MS relapses, warranting future clinical trials and further research on LTRAs' potential mechanism in MS.


Subject(s)
Acetates , Cyclopropanes , Leukotriene Antagonists , Multiple Sclerosis , Quinolines , Sulfides , Humans , Quinolines/therapeutic use , Quinolines/administration & dosage , Acetates/therapeutic use , Adult , Middle Aged , Female , Male , Retrospective Studies , Leukotriene Antagonists/therapeutic use , Multiple Sclerosis/drug therapy , Young Adult , Case-Control Studies , Adolescent , Aged , Administrative Claims, Healthcare/statistics & numerical data , Recurrence
3.
Br J Clin Pharmacol ; 90(5): 1240-1246, 2024 May.
Article in English | MEDLINE | ID: mdl-38320955

ABSTRACT

AIMS: Medication non-adherence is a type of adverse drug event that can lead to untreated and exacerbated chronic illness, and that drives healthcare utilization. Research using medication claims data has attempted to identify instances of medication non-adherence using the proportion of days covered or by examining gaps between medication refills. We sought to validate these measures compared to a gold standard diagnosis of non-adherence made in hospital. METHODS: This was a retrospective analysis of adverse drug events diagnosed during three prospective cohorts in British Columbia between 2008 and 2015 (n = 976). We linked prospectively identified adverse drug events to medication claims data to examine the sensitivity and specificity of typical non-adherence measures. RESULTS: The sensitivity of the non-adherence measures ranged from 22.4% to 37.5%, with a proportion of days covered threshold of 95% performing the best; the non-persistence measures had sensitivities ranging from 10.4% to 58.3%. While a 7-day gap was most sensitive, it classified 61.2% of the sample as non-adherent, whereas only 19.6% were diagnosed as such in hospital. CONCLUSIONS: The methods used to identify non-adherence in administrative databases are not accurate when compared to a gold standard diagnosis by healthcare providers. Research that has relied on administrative data to identify non-adherent patients both underestimates the magnitude of the problem and may label patients as non-adherent who were in fact adherent.


Subject(s)
Databases, Factual , Drug-Related Side Effects and Adverse Reactions , Medication Adherence , Humans , Medication Adherence/statistics & numerical data , Drug-Related Side Effects and Adverse Reactions/epidemiology , Drug-Related Side Effects and Adverse Reactions/diagnosis , British Columbia , Female , Retrospective Studies , Male , Databases, Factual/statistics & numerical data , Middle Aged , Aged , Adult , Sensitivity and Specificity , Prospective Studies , Administrative Claims, Healthcare/statistics & numerical data , Young Adult
4.
Headache ; 62(2): 141-158, 2022 02.
Article in English | MEDLINE | ID: mdl-35156215

ABSTRACT

OBJECTIVE: To quantify and compare healthcare utilization and costs for patients with chronic migraine (CM), episodic migraine (EM), and tension-type headache (TTH) enrolled in US commercial health plans. METHODS: This retrospective cohort study used the Optum Clinformatics® Data Mart database from January 2015 to December 2018. Adult patients with a diagnosis of EM, CM or TTH and at least 12 months of continuous enrollment before and after diagnosis were included. Inverse probability of treatment weighting was used to adjust for baseline differences among the three groups. Patient demographic and clinical characteristics at baseline, and healthcare utilization and costs during follow-up, were described and compared between the three groups. RESULTS: A total of 45,849 patients were included: 8955 with CM, 31,961 with EM, and 4933 with TTH. The total all-cause annual direct medical costs of patients with CM ($17,878) were 1.38 times higher (95% CI: 1.31-1.44) than those with EM ($12,986), and 2.26 times higher (95% CI: 2.08-2.47) than those with TTH ($7902). The annual migraine/TTH-related costs of patients with CM ($1869) were 4.19 times higher (95% CI: 3.92-4.48) than those with EM ($446), and 11.90 times (95% CI: 10.59-13.52) higher than those with TTH ($157). In the adjusted analyses, for all service categories (emergency department, inpatient, outpatient, and prescriptions), the expected costs in the migraine groups were higher than in the TTH group (all p < 0.001), while controlling for covariates. Main findings were consistent in both weighted and unweighted samples, and with both unadjusted and adjusted analyses. CONCLUSION: This study provides an updated assessment of healthcare utilization and expenditures for adult patients with primary headache disorders. Compared to TTH, migraine is associated with higher resource use and direct medical costs, especially for those with a chronic condition. Future studies are needed to understand the indirect medical costs (productivity loss) and humanistic burden (quality of life) between migraine and TTH.


Subject(s)
Administrative Claims, Healthcare/statistics & numerical data , Health Expenditures/statistics & numerical data , Insurance, Health/statistics & numerical data , Migraine Disorders/therapy , Patient Acceptance of Health Care/statistics & numerical data , Tension-Type Headache/therapy , Adult , Chronic Disease , Emergency Service, Hospital , Female , Humans , Male , Retrospective Studies
5.
J Am Geriatr Soc ; 70(2): 568-578, 2022 02.
Article in English | MEDLINE | ID: mdl-34642950

ABSTRACT

BACKGROUND: Homebound status is associated with an increased risk of morbidity and mortality in older adults, yet little is known about homebound older adults in Canada. Our objectives were to describe time trends in the prevalence of homebound status among community-dwelling long-term home care recipients and the characteristics associated with homebound status. METHODS: This was a retrospective cross-sectional and cohort study using linked health administrative data in Canada's most populous province, Ontario. We included adults aged 65 years and older who received at least one long-term home care assessment from 2006 to 2017 (N = 666,514). Homebound individuals were those who exited the home an average of 0-1 days/week over the previous 30 days; not homebound comparators exited the home 2-7 days per week. We compared baseline characteristics between groups and estimated the association between these characteristics and homebound status at baseline and over time. RESULTS: From 2006 to 2017, the annual proportion of long-term home care recipients who were homebound increased from 48% to 65%. At first assessment, 50% of the cohort (331,836 of 666,514) were homebound. Among those with a 4-12 month repeat assessment, homebound status persisted over time for 80%, and developed anew in 24%. Dependency on others for locomotion, use of an assistive device, poor access to dwelling, older age, and female sex were most strongly associated with homebound status at baseline, as well as its development and persistence over time. CONCLUSIONS: We found that half of Ontario older adult long-stay home care clients were homebound at the time of their first assessment, and that the prevalence of homebound status among home care recipients rose steadily from 2006 to 2017. This informs further research and policy development to ensure the adequacy of supports for older homebound persons.


Subject(s)
Home Care Services , Homebound Persons/statistics & numerical data , Independent Living/statistics & numerical data , Administrative Claims, Healthcare/statistics & numerical data , Aged , Aged, 80 and over , Cross-Sectional Studies , Female , Humans , Male , Ontario , Prevalence , Retrospective Studies , Time Factors
6.
Surgery ; 171(1): 8-16, 2022 01.
Article in English | MEDLINE | ID: mdl-34229901

ABSTRACT

BACKGROUND: Among patients with primary hyperparathyroidism, parathyroidectomy offers a chance of cure and mitigation of disease-related complications. The impact of race/ethnicity on referral and utilization of parathyroidectomy has not been fully explored. METHODS: Population-based, retrospective cohort study using 100% Medicare claims from beneficiaries with primary hyperparathyroidism from 2006 to 2016. Associations of race/ethnicity with disease severity, surgeon evaluation, and subsequent parathyroidectomy were analyzed using adjusted multivariable logistic regression models. RESULTS: Among 210,206 beneficiaries with primary hyperparathyroidism, 63,136 (30.0%) underwent parathyroidectomy within 1 year of diagnosis. Black patients were more likely than other races/ethnicities to have stage 3 chronic kidney disease (10.8%) but had lower prevalence of osteoporosis and nephrolithiasis compared to White patients, Black and Hispanic patients were more likely to have been hospitalized for primary hyperparathyroidism-associated conditions (White 4.8%, Black 8.1%, Hispanic 5.8%; P < .001). Patients who were White and met operative criteria were more likely to undergo parathyroidectomy than Black, Hispanic, or Asian patients (White 30.5%, Black 23.0%, Hispanic 21.4%, Asian 18.7%; P < .001). Black and Hispanic patients had lower adjusted odds of being evaluated by a surgeon (odds ratios 0.71 [95% confidence interval 0.69-0.74], 0.68 [95% confidence interval 0.61-0.74], respectively) and undergoing parathyroidectomy if evaluated by a surgeon (odds ratios 0.72 [95% confidence interval 0.68-0.77], 0.82 [95% confidence interval 0.67-0.99]). Asian race was associated with lower adjusted odds of being evaluated by a surgeon (odds ratio 0.64 [95% confidence interval 0.57-0.71]), but no difference in odds of parathyroidectomy. CONCLUSION: Racial/ethnic disparities exist in the management of primary hyperparathyroidism among older adults. Determining the factors that account for this disparity require urgent attention to achieve parity in the management of primary hyperparathyroidism.


Subject(s)
Healthcare Disparities/statistics & numerical data , Hyperparathyroidism, Primary/surgery , Parathyroidectomy/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Administrative Claims, Healthcare/statistics & numerical data , Black or African American/statistics & numerical data , Aged , Aged, 80 and over , Female , Hispanic or Latino/statistics & numerical data , Humans , Hyperparathyroidism, Primary/economics , Male , Medicare/economics , Medicare/statistics & numerical data , Parathyroidectomy/economics , Retrospective Studies , United States , White People/statistics & numerical data
7.
Medicine (Baltimore) ; 100(51): e28356, 2021 Dec 23.
Article in English | MEDLINE | ID: mdl-34941150

ABSTRACT

ABSTRACT: Implantable cardiac monitors (ICMs) provide long-term electrocardiographic monitoring for a number of indications. However, frequencies of use by indication and temporal changes have not been characterized on a national scale. We sought to characterize overall use and changes between 2011 and 2018. We used generalized linear models to characterize the incidence rate per 1,000,000 patient-quarters at risk and an autoregressive integrated moving average model to account for autocorrelation in this time series data. We studied commercially-insured patients and their insured dependents in the IBM MarketScan Commercial Database who had an ICM placed. We described the characteristics of individuals who received ICMs and the frequency of placements into 3 guideline concordance groups. We estimated the mean change per quarter in ICM placements (mean quarterly change in incidence rate per 1,000,000 patient-quarters at risk) for quarter (Q)1 2011 through Q1 2014, Q1 2014 to Q2 2014, and Q2 2014 through Q4 2018 for each guideline concordance group. The most common indications for categorizable ICM placement were syncope (24%), atrial fibrillation (11%), and stroke (11%). For each of the 3 guideline concordance groups except guideline unaddressed inpatient ICM placements, there was a significant increase in use either during the Q1 2014 to Q2 2014 or the Q2 2014 through Q4 2018 periods. A significant portion of ICM placements were for indications that lack strong evidence, such as established atrial fibrillation. The incidence of ICM placement for most of the indications and settings increased after miniaturization and technical improvements.


Subject(s)
Administrative Claims, Healthcare/statistics & numerical data , Atrial Fibrillation/diagnostic imaging , Electrocardiography, Ambulatory/instrumentation , Syncope/diagnosis , Adolescent , Adult , Aged , Atrial Fibrillation/diagnosis , Atrial Fibrillation/epidemiology , Electrocardiography , Electrocardiography, Ambulatory/economics , Female , Humans , Male , Medical Overuse/trends , Medicare , Middle Aged , Stroke/diagnosis , United States , Young Adult
8.
Pancreas ; 50(9): 1287-1292, 2021 10 01.
Article in English | MEDLINE | ID: mdl-34860813

ABSTRACT

OBJECTIVES: Using large-sample, real-world administrative claims data, we evaluated the prevalence of putatively asymptomatic pancreatic cysts, the historical growth in their incident diagnosis, and their risk of malignant progression. METHODS: Data were sourced from IBM MarketScan administrative claims databases of more than 200 million patients. Period prevalence was assessed using 700,000 individuals without conditions that predispose to pancreatic cyst. The standardized cumulative incidence was compared with the cross-sectional abdominal imaging rate from 2010-2017. The risk of progression to pancreatic cancer for 14,279 newly diagnosed patients with a cyst was estimated using Kaplan-Meier analysis. RESULTS: Standardized prevalence increased exponentially with age and was 1.84% (95% confidence interval, 1.80%-1.87%) for patients older than 45. Standardized incidence nearly doubled from 2010-2017 (6.3 to 11.4 per 10,000), whereas the imaging rate changed from only 8.0% to 9.4%. The cumulative risk of pancreatic cancer at 7 years was 3.0% (95% confidence interval, 2.4%-3.5%), increasing linearly (R2 = 0.991) with an annual progression risk of 0.47%. CONCLUSIONS: Using large-sample data, we show a significant burden of asymptomatic pancreatic cysts, with an annual risk of progression to cancer of 0.47% for 7 years. Rapid growth in cyst diagnosis over the last decade far outpaced increases in the imaging rate.


Subject(s)
Administrative Claims, Healthcare/statistics & numerical data , Databases, Factual/statistics & numerical data , Pancreatic Cyst/epidemiology , Pancreatic Neoplasms/epidemiology , Adolescent , Adult , Aged , Aged, 80 and over , Disease Progression , Female , Humans , Incidence , Kaplan-Meier Estimate , Male , Middle Aged , Pancreatic Cyst/diagnosis , Pancreatic Neoplasms/diagnosis , Prevalence , Risk Factors , Young Adult
9.
Biol Pharm Bull ; 44(10): 1499-1505, 2021.
Article in English | MEDLINE | ID: mdl-34602558

ABSTRACT

A major adverse effect of benzbromarone is hepatotoxicity. Therefore, periodic liver function tests are required at least for the first 6 months of benzbromarone administration. However, it is not clear whether the relevant blood tests are implemented appropriately. Here, we performed a cross-sectional survey of the implementation status of liver function tests in patients who were newly prescribed benzbromarone, using the Japanese large claims database. Male patients who were newly prescribed benzbromarone from January 2010 to December 2016 were included. We targeted patients who continued benzbromarone during the observation period (up to 180 d from the start of administration). The primary endpoint was the proportion of patients in whom periodic liver function tests were implemented. A periodic liver function test was defined as one or more liver function tests performed during both 1-90 and 91-180 d of initial benzbromarone administration. We labeled the tests as a "periodic test" or "non-periodic test" based on whether periodic liver function tests were performed or not, respectively. Furthermore, factors influencing non-periodic test were analyzed. Periodic testing was implemented only in 28.7% of patients. Additionally, factors such as number of hospital beds ≤19 (compared to 100-199 beds) and duration of the first prescription of benzbromarone were associated with non-periodic testing. Our study revealed that periodic liver function tests are not performed sufficiently in Japan. Thus, clinicians prescribing benzbromarone should be educated about the test. Our blood-test-based approach should be applied to other drugs and countries in future research.


Subject(s)
Benzbromarone/adverse effects , Chemical and Drug Induced Liver Injury/diagnosis , Drug Monitoring/statistics & numerical data , Liver Function Tests/statistics & numerical data , Uricosuric Agents/adverse effects , Administrative Claims, Healthcare/statistics & numerical data , Adolescent , Adult , Aged , Chemical and Drug Induced Liver Injury/blood , Chemical and Drug Induced Liver Injury/epidemiology , Chemical and Drug Induced Liver Injury/etiology , Cross-Sectional Studies , Drug Monitoring/methods , Female , Gout/blood , Gout/drug therapy , Health Plan Implementation/statistics & numerical data , Humans , Japan/epidemiology , Liver/drug effects , Male , Middle Aged , Young Adult
10.
Gynecol Oncol ; 163(2): 378-384, 2021 11.
Article in English | MEDLINE | ID: mdl-34507826

ABSTRACT

OBJECTIVE: To examine trends in the use of cervical cancer screening tests during 2013-2019 among commercially insured women. METHODS: The study population included women of all ages with continuous enrollment each year in the IBM MarketScan commercial or Medicare supplemental databases and without known history of cervical cancer or precancer (range = 6.9-9.8 million women per year). Annual cervical cancer screening test use was examined by three modalities: cytology alone, cytology plus HPV testing (cotesting), and HPV testing alone. Trends were assessed using 2-sided Poisson regression. RESULTS: Use of cytology alone decreased from 34.2% in 2013 to 26.4% in 2019 among women aged 21-29 years (P < .0001). Among women aged 30-64 years, use of cytology alone decreased from 18.9% in 2013 to 8.6% in 2019 (P < .0001), whereas cotesting use increased from 14.9% in 2013 to 19.3% in 2019 (P < .0001). Annual test use for HPV testing alone was below 0.5% in all age groups throughout the study period. Annually, 8.7%-13.6% of women aged 18-20 years received cervical cancer screening. There were persistent differences in screening test use by metropolitan residence and census regions despite similar temporal trends. CONCLUSIONS: Temporal changes in the use of cervical cancer screening tests among commercially insured women track changes in clinical guidelines. Screening test use among individuals younger than 21 years shows that many young women are inappropriately screened for cervical cancer.


Subject(s)
Early Detection of Cancer/trends , Medicare/trends , Papillomavirus Infections/diagnosis , Patient Acceptance of Health Care/statistics & numerical data , Uterine Cervical Neoplasms/prevention & control , Administrative Claims, Healthcare/statistics & numerical data , Adult , Age Factors , Aged , Alphapapillomavirus/isolation & purification , Cervix Uteri/pathology , Cervix Uteri/virology , Databases, Factual/statistics & numerical data , Early Detection of Cancer/standards , Early Detection of Cancer/statistics & numerical data , Female , Humans , Medicare/statistics & numerical data , Middle Aged , Papanicolaou Test/standards , Papanicolaou Test/statistics & numerical data , Papanicolaou Test/trends , Papillomavirus Infections/pathology , Papillomavirus Infections/virology , Practice Guidelines as Topic , United States , Uterine Cervical Neoplasms/diagnosis , Uterine Cervical Neoplasms/pathology , Uterine Cervical Neoplasms/virology , Vaginal Smears/standards , Vaginal Smears/statistics & numerical data , Vaginal Smears/trends , Young Adult
11.
Biol Pharm Bull ; 44(9): 1294-1302, 2021.
Article in English | MEDLINE | ID: mdl-34471057

ABSTRACT

Direct oral anticoagulants (DOACs) are widely used for the prevention of ischemic stroke and systemic embolism in patients with nonvalvular atrial fibrillation (NVAF). However, the differences in safety and effectiveness among four DOACs, dabigatran, rivaroxaban, apixaban, and edoxaban, in Japanese patients have not been clarified. Therefore, we conducted a retrospective cohort study to directly compare the safety and effectiveness among the four DOACs using the Japan Medical Data Center (JMDC) claims database. We identified 3823 patients with NVAF who started receiving a DOAC between March 2011 and June 2017. The safety outcome was major bleeding (a composite outcome of intracranial, gastrointestinal, respiratory, or renal/urinary tract bleeding) and the effectiveness outcome was the composite of ischemic stroke including transient ischemic attack (TIA) or systemic embolism. We constructed a Cox proportional hazard model to calculate the hazard ratio (HR) for all four DOAC combinations. The risk of major bleeding was significantly lower in the dabigatran group than in the apixaban group (HR, 0.55; 95% confidence interval (CI), 0.31-0.93; p = 0.03). In contrast, there was no significant difference in the risk of major bleeding among the other DOACs. In the composite risk of ischemic stroke including TIA or systemic embolism, there was no significant difference among the four DOACs. This study suggested that in the current use of DOACs in Japanese patients with NVAF, dabigatran had a significantly lower risk of major bleeding than apixaban, but there was no significant difference in effectiveness among the four DOACs.


Subject(s)
Anticoagulants/adverse effects , Atrial Fibrillation/drug therapy , Hemorrhage/epidemiology , Ischemic Attack, Transient/epidemiology , Ischemic Stroke/epidemiology , Administration, Oral , Administrative Claims, Healthcare/statistics & numerical data , Aged , Anticoagulants/administration & dosage , Atrial Fibrillation/complications , Dabigatran/administration & dosage , Dabigatran/adverse effects , Female , Hemorrhage/chemically induced , Humans , Ischemic Attack, Transient/etiology , Ischemic Attack, Transient/prevention & control , Ischemic Stroke/etiology , Ischemic Stroke/prevention & control , Japan/epidemiology , Male , Middle Aged , Pyrazoles/administration & dosage , Pyrazoles/adverse effects , Pyridines/administration & dosage , Pyridines/adverse effects , Pyridones/administration & dosage , Pyridones/adverse effects , Retrospective Studies , Rivaroxaban/administration & dosage , Rivaroxaban/adverse effects , Thiazoles/administration & dosage , Thiazoles/adverse effects
12.
PLoS One ; 16(9): e0256856, 2021.
Article in English | MEDLINE | ID: mdl-34469441

ABSTRACT

BACKGROUND: Pneumonia is a significant cause of morbidity and mortality among adults globally. This retrospective cohort analysis assessed the pneumonia burden and related healthcare resource utilization and costs in the at-risk (low, medium, and high-risk) adult patients in Dubai, United Arab Emirates (UAE). METHODS: The claims data from January 1, 2014 to June 30, 2019 were extracted from the Dubai Real-World Claims Database for patients, aged ≥18 year, having at least 1 pneumonia claim. Data for the inpatient, outpatient and emergency visits were assessed for 12-months, before (pre-index) and after (follow-up) a pneumonia episode. Healthcare costs were calculated based on dollar value of 2020. RESULTS: Total 48,562 records of eligible patients were analyzed (mean age = 39.9 years; low [62.1%], medium [36.2%] and high [1.7%] risk cohorts). Mean all-cause healthcare costs were approximately >45% higher in the follow-up period (1,947 USD/patient) versus pre-index period (1,327 USD/patient). During follow-up period, the mean annual pneumonia incidence rate was 1.3 episodes, with a similar pattern across all cohorts. Overall, mean claims and costs (USD) per patient (all-cause) were highest in the high-risk cohort in the follow-up period (claims: overall, 11.6; high-risk, 22.0; medium-risk, 13.9; low-risk, 9.9; costs: high-risk, 14,184; medium-risk, 2,240; low-risk, 1,388). Similarly, the mean pneumonia-related costs (USD) per patient were highest for the high-risk cohort (overall: 1,305; high-risk, 10,207; medium-risk, 1,283; low-risk, 882), however, the claims were similar across cohorts (claims/patient: overall: 2.0; high-risk, 1.9; medium-risk, 2.2; low-risk, 1.9). Most all-cause and pneumonia-related costs were due to inpatient visits (4,901 and 4,818 USD respectively), while outpatient (1,232 and 166 USD respectively) and emergency visits (347 and 206 USD respectively) contributed significantly lesser. CONCLUSIONS: Pneumonia imposes a significant healthcare burden in the UAE, especially in the high-risk patients with severe comorbidities. These findings would guide clinicians and policy makers to make informed decisions.


Subject(s)
Administrative Claims, Healthcare/statistics & numerical data , Cost of Illness , Health Care Costs/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Pneumonia/economics , Adolescent , Adult , Databases, Factual/statistics & numerical data , Female , Follow-Up Studies , Humans , Male , Middle Aged , Pneumonia/epidemiology , Pneumonia/therapy , Retrospective Studies , United Arab Emirates/epidemiology , Young Adult
13.
Health Serv Res ; 56(6): 1262-1270, 2021 12.
Article in English | MEDLINE | ID: mdl-34378181

ABSTRACT

OBJECTIVE: To examine how estimates of the association between nurse staffing and patient length of stay (LOS) change with data aggregation over varying time periods and settings, and statistical controls for unobserved heterogeneity. DATA SOURCES/STUDY SETTING: Longitudinal secondary data from October 2002 to September 2006 for 215 intensive care units and 438 general acute care units at 143 facilities in the Veterans Affairs (VA) health care system. RESEARCH DESIGN: This retrospective observational study used unit-level panel data to analyze the association between nurse staffing and LOS. This association was measured over both a month-long and a year-long period, with and without fixed effects. DATA COLLECTION: We used VA administrative data to obtain patient data on the severity of illness and LOS, as well as labor hours and wages for each unit by month. PRINCIPAL FINDINGS: Overall, shorter LOS was associated with higher nurse staffing hours and lower proportions of hours provided by licensed professional nurses (LPNs), unlicensed personnel, and contract staff. Estimates of the association between nurse staffing and LOS changed in magnitude when aggregating data over years instead of months, in different settings, and when controlling for unobserved heterogeneity. CONCLUSIONS: Estimating the association between nurse staffing and LOS is contingent on the time period of analysis and specific methodology. In future studies, researchers should be aware of these differences when exploring nurse staffing and patient outcomes.


Subject(s)
Data Aggregation , Length of Stay/statistics & numerical data , Nursing Staff, Hospital/statistics & numerical data , Personnel Staffing and Scheduling/statistics & numerical data , Administrative Claims, Healthcare/statistics & numerical data , Aged , Female , Humans , Longitudinal Studies , Male , Retrospective Studies , Severity of Illness Index , Time Factors , United States , United States Department of Veterans Affairs
14.
PLoS One ; 16(7): e0253580, 2021.
Article in English | MEDLINE | ID: mdl-34197488

ABSTRACT

BACKGROUND: Healthcare administrative claims data hold value for monitoring drug safety and assessing drug effectiveness. The U.S. Food and Drug Administration Biologics Effectiveness and Safety Initiative (BEST) is expanding its analytical capacity by developing claims-based definitions-referred to as algorithms-for populations and outcomes of interest. Acute myocardial infarction (AMI) was of interest due to its potential association with select biologics and the lack of an externally validated International Classification of Diseases, 10th Revision, Clinical Modification (ICD-10-CM) algorithm. OBJECTIVE: Develop and apply an ICD-10-CM-based algorithm in a U.S. administrative claims database to identify and characterize AMI populations. METHODS: A comprehensive literature review was conducted to identify validated AMI algorithms. Building on prior published methodology and consistent application of ICD-9-CM codes, an ICD-10-CM algorithm was developed via forward-backward mapping using General Equivalence Mappings and refined with clinical input. An AMI population was then identified in the IBM® MarketScan® Research Databases and characterized using descriptive statistics. RESULTS AND DISCUSSION: Between 2014-2017, 2.83-3.16 individuals/1,000 enrollees/year received ≥1 AMI diagnosis in any healthcare setting. The 2015 transition to ICD-10-CM did not result in a substantial change in the proportion of patients identified. Average patient age at first AMI diagnosis was 64.9 years, and 61.4% of individuals were male. Unspecified chest pain, hypertension, and coronary atherosclerosis of native coronary vessel/artery were most commonly reported within one day of AMI diagnosis. Electrocardiograms were the most common medical procedure and beta-blockers were the most commonly ordered cardiac medication in the one day before to 14 days following AMI diagnosis. The mean length of inpatient stay was 5.6 days (median 3 days; standard deviation 7.9 days). Findings from this ICD-10-CM-based AMI study were internally consistent with ICD-9-CM-based findings and externally consistent with ICD-9-CM-based studies, suggesting that this algorithm is ready for validation in future studies.


Subject(s)
Administrative Claims, Healthcare/statistics & numerical data , Algorithms , Biological Products/adverse effects , Myocardial Infarction/epidemiology , Adolescent , Adult , Aged , Aged, 80 and over , Data Interpretation, Statistical , Databases, Factual/statistics & numerical data , Electrocardiography/statistics & numerical data , Female , Humans , International Classification of Diseases , Male , Middle Aged , Myocardial Infarction/chemically induced , Myocardial Infarction/diagnosis , United States , Young Adult
15.
PLoS One ; 16(6): e0253336, 2021.
Article in English | MEDLINE | ID: mdl-34191827

ABSTRACT

PURPOSE: The cumulative effect of medication inhibiting acetylcholine activity-also known as anticholinergic burden (AB)-can lead to functional and cognitive decline, falls, and death. Given that studies on the population prevalence of AB are rare, we aimed to describe it in a large and unselected population sample. METHODS: Using the German Pharmacoepidemiological Research Database (GePaRD) with claims data from ~20% of the German population we analyzed outpatient drug dispensations in 2016. Based on the Anticholinergic Cognitive Burden (ACB) scale, we classified persons into four categories and determined the cumulative AB as continuous variable. RESULTS: Among 16,470,946 persons (54% female), the prevalence of clinically relevant AB (ACB≥3) was 10% (women) and 7% (men). Below age 40 it was highest in persons ≤18 years (6% both sexes). At older ages (50-59 vs. 90-99 years), prevalence of ACB≥3 increased from 7% to 26% (men) and from 10% to 32% (women). Medication classes contributing to the cumulative AB differed by age: antihistamines, antibiotics, glucocorticoids (≤19 years), antidepressants (20-49 years), antidepressants, cardiovascular medication, antidiabetics (50-64 years), and additionally medication for urinary incontinence/overactive bladder (≥65 years). Medication dispensed by general physicians contributed most to the cumulative AB. CONCLUSION: Although a clinically relevant AB is particularly common in older persons, prevalence in younger age groups was up to 7%. Given the risks associated with AB in older persons, targeted interventions at the prescriber level are needed. Furthermore, risks associated with AB in younger persons should be explored.


Subject(s)
Accidental Falls/statistics & numerical data , Administrative Claims, Healthcare/statistics & numerical data , Cholinergic Antagonists/adverse effects , Cognitive Dysfunction/epidemiology , Adolescent , Adult , Aged , Aged, 80 and over , Cognitive Dysfunction/chemically induced , Drug Prescriptions/statistics & numerical data , Female , Germany/epidemiology , Humans , Male , Middle Aged , Pharmacoepidemiology/statistics & numerical data , Prevalence , Risk Assessment/statistics & numerical data , Young Adult
16.
Health Serv Res ; 56(6): 1126-1136, 2021 12.
Article in English | MEDLINE | ID: mdl-34085283

ABSTRACT

OBJECTIVE: To determine whether the Veterans Health Administration's (VHA) efforts to expand access to home- and community-based services (HCBS) after the 2001 Millennium Act significantly changed Veterans' utilization of institutional, paid home, and unpaid home care relative to a non-VHA user Medicare population that was not exposed to HCBS expansion efforts. DATA SOURCES: We used linkages between the Health and Retirement Study and VHA administrative data from 1998 until 2012. STUDY DESIGN: We conducted a retrospective-matched cohort study using coarsened exact matching to ensure balance on observable characteristics for VHA users (n = 943) and nonusers (n = 6106). We used a difference-in-differences approach with a person fixed-effects estimator. DATA COLLECTION/EXTRACTION METHODS: Individuals were eligible for inclusion in the analysis if they were age 65 or older and indicated that they were covered by Medicare insurance in 1998. Individuals were excluded if they were covered by Medicaid insurance at baseline. Individuals were considered exposed to VHA HCBS expansion efforts if they were enrolled in the VHA and used VHA services. PRINCIPAL FINDINGS: Theory predicts that an increase in the public allocation of HCBS will decrease the utilization of its substitutes (e.g., institutional care and unpaid caregiving). We found that after the Millennium Act was passed, there were no observed differences between VHA users and nonusers in the probability of using institutional long-term care (0.7% points, 95% CI: -0.009, 0.022) or in receiving paid help with activities of daily living (0.06% points, 95% CI: -0.011, 0.0125). VHA users received more hours of unpaid care post-Millennium Act (1.48, 95% CI: -0.232, 3.187), though this effect was not significant once we introduced controls for mental health. CONCLUSIONS: Our findings indicate that mandating access to HCBS services does not necessarily imply that access to these services will follow suit.


Subject(s)
Community Health Services , Health Services Accessibility , Home Care Services , Long-Term Care , Veterans/statistics & numerical data , Administrative Claims, Healthcare/statistics & numerical data , Aged , Female , Humans , Male , Medicare , Retrospective Studies , United States , United States Department of Veterans Affairs
17.
Gynecol Oncol ; 162(2): 308-314, 2021 08.
Article in English | MEDLINE | ID: mdl-34090706

ABSTRACT

OBJECTIVE: To determine eligibility for discontinuation of cervical cancer screening. METHODS: Women aged 64 with employer-sponsored insurance enrolled in a national database between 2016 and 2018, and those aged 64-66 receiving primary care at a safety net health center in 2019 were included. Patients were evaluated for screening exit eligibility by current guidelines: no evidence of cervical cancer or HIV-positive status and no evidence of cervical precancer in the past 25 years, and had evidence of either hysterectomy with removal of the cervix or evidence of fulfilling screening exit criteria, defined as two HPV screening tests or HPV plus Pap co-tests or three Pap tests within the past 10 years without evidence of an abnormal result. RESULTS: Of the 590,901 women in the national claims database, 131,059 (22.2%) were eligible to exit due to hysterectomy (1.6%) or negative screening (20.6%). Of the 1544 women from the safety net health center, 528 (34.2%) were eligible to exit due to hysterectomy (9.3%) or negative screening (24.9%). Most women did not have sufficient data available to fulfill exit criteria: 382,509 (64.7%) in the national database and 875 (56.7%) in the safety net hospital system. Even among women with 10 years of insurance claims data, only 41.5% qualified to discontinue screening. CONCLUSIONS: Examining insurance claims in a national database and electronic medical records at a safety net institution led to remarkably similar findings: two thirds of women fail to qualify for screening exit. Additional steps to ensure eligibility prior to screening exit may be necessary to decrease preventable cervical cancers among women aged >65. CLINICAL TRIAL REGISTRATION: N/A.


Subject(s)
Early Detection of Cancer/standards , Eligibility Determination/standards , Papillomavirus Infections/diagnosis , Uterine Cervical Neoplasms/diagnosis , Administrative Claims, Healthcare/statistics & numerical data , Aged , Cohort Studies , Early Detection of Cancer/statistics & numerical data , Electronic Health Records/statistics & numerical data , Eligibility Determination/statistics & numerical data , Female , Humans , Hysterectomy/statistics & numerical data , Insurance Coverage/standards , Insurance Coverage/statistics & numerical data , Middle Aged , Papanicolaou Test/statistics & numerical data , Papillomavirus Infections/pathology , Papillomavirus Infections/virology , Practice Guidelines as Topic , Safety-net Providers/standards , Safety-net Providers/statistics & numerical data , United States , Uterine Cervical Neoplasms/pathology , Uterine Cervical Neoplasms/prevention & control , Uterine Cervical Neoplasms/virology , Vaginal Smears/statistics & numerical data
18.
Gynecol Oncol ; 162(2): 461-468, 2021 08.
Article in English | MEDLINE | ID: mdl-34090707

ABSTRACT

OBJECTIVES: Research examining survival among people with ovarian cancer following use of statins or ß-blockers has been conflicting. Many studies to date have suffered from immortal time bias and/or had limited power. To address these limitations, we used time-dependent analyses to study the association between statin or ß-blocker use among all people diagnosed with an epithelial ovarian cancer in British Columbia, Canada between 1997 and 2015. METHODS: Population-based administrative data were linked for 4207 people with ovarian cancer. Statin or ß-blocker use was examined using time-dependent variables for any use, cumulative duration of use and by user-group according to whether use was initiated before or after their ovarian cancer diagnosis. Cox proportional hazards models were run to estimate the association between statin or ß-blocker use and survival. RESULTS: Any postdiagnosis use of statins was associated with better ovarian cancer survival in the full cohort (adjusted hazard ratio (aHR) = 0.76, 95% CI 0.64, 0.89) and among women with serous cancers (aHR = 0.80, 95%CI 0.67-0.96). This was primarily driven by new use post-diagnosis (aHR = 0.67, 95%CI, 0.51-0.89), but there was a trend towards better survival among those who continued use from before diagnosis (aHR 0.83, 95%CI, 0.68-1.00). There was no statistically significant association between ß-blocker use and survival. CONCLUSION: Postdiagnosis statin use was associated with improved survival among people with ovarian cancer. Given the consistency of this finding in the literature, we recommend a randomized clinical trial of statin use in people with ovarian cancer.


Subject(s)
Adrenergic beta-Antagonists/therapeutic use , Carcinoma, Ovarian Epithelial/mortality , Cardiovascular Diseases/drug therapy , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Ovarian Neoplasms/mortality , Administrative Claims, Healthcare/statistics & numerical data , Aged , British Columbia/epidemiology , Carcinoma, Ovarian Epithelial/diagnosis , Carcinoma, Ovarian Epithelial/therapy , Drug Prescriptions/statistics & numerical data , Female , Follow-Up Studies , Humans , Middle Aged , Ovarian Neoplasms/diagnosis , Ovarian Neoplasms/therapy , Retrospective Studies , Survival Analysis
19.
BMC Cancer ; 21(1): 557, 2021 May 17.
Article in English | MEDLINE | ID: mdl-34001011

ABSTRACT

BACKGROUND: Comorbidity has been established as one of the important predictors of poor prognosis in lung cancer. In this study, we analyzed the prevalence of main comorbidities and its association with hospital readmission and fatality for lung cancer patients in China. METHODS: The analyses are based on China Urban Employees' Basic Medical insurance (UEBMI) and Urban Residents' Basic Medical Insurance (URBMI) claims database and Hospital Information System (HIS) Database in the Beijing University Cancer Hospital in 2013-2016. We use Elixhauser Comorbidity Index to identify main types of comorbidities. RESULTS: Among 10,175 lung cancer patients, 32.2% had at least one comorbid condition, and the proportion of patients with one, two, and three or more comorbidities was 21.7, 8.3 and 2.2%, respectively. The most prevalent comorbidities identified were other malignancy (7.5%), hypertension (5.4%), pulmonary disease (3.7%), diabetes mellitus (2.5%), cardiovascular disease (2.4%) and liver disease (2.3%). The predicted probability of having comorbidity and the predicted number of comorbidities was higher for middle elderly age groups, and then decreased among patients older than 85 years. Comorbidity was positively associated with increased risk of 31-days readmission and in-hospital death. CONCLUSION: Our study is the first to provide an overview of comorbidity among lung cancer patients in China, underlines the necessity of incorporating comorbidity in the design of screening, treatment and management of lung cancer patients in China.


Subject(s)
Diabetes Mellitus/epidemiology , Hypertension/epidemiology , Liver Diseases/epidemiology , Lung Neoplasms/mortality , Administrative Claims, Healthcare/statistics & numerical data , Adult , Aged , Aged, 80 and over , China/epidemiology , Comorbidity , Cross-Sectional Studies , Female , Hospital Mortality , Humans , Lung Neoplasms/diagnosis , Lung Neoplasms/therapy , Male , Middle Aged , Patient Readmission/statistics & numerical data , Prevalence , Prognosis , Urban Population/statistics & numerical data
20.
Cancer Rep (Hoboken) ; 4(4): e1365, 2021 08.
Article in English | MEDLINE | ID: mdl-33934557

ABSTRACT

BACKGROUND: Given the public health relevance of PSA-based screening, various professional organizations have issued recommendations on the use of the PSA test to screen for prostate cancer in different age groups. AIM: Using a large commercial claims database, we aimed to determine the most recent rates of PSA testing for privately insured men age 30 to 64 in the context of screening recommendations. METHODS AND RESULTS: Data from employer plans were from MarketScan commercial claims database. Annual PSA testing rate was the proportion of men with ≥1 paid test(s) per 12 months of continuous enrollment. Men with diagnosis of any prostate-related condition were excluded. Annual percent change (APC) in PSA test use was estimated using joinpoint regression analysis. In 2011 to 2017, annual testing rate encompassing 5.02 to 5.53 million men was approximately 1.4%, age 30 to 34; 3.4% to 4.1%, age 35 to 39; 11% to 13%, age 40 to 44; 18% to 21%, age 45 to 49; 31% to 33%, age 50 to 54; 35% to 37%, age 55 to 59; and 38% to 41%, age 60 to 64. APC for 2011 to 2017 was -0.5% (P = .11), age 30 to 34; -3.0% (P = .001), age 35-39; -3.1% (P < .001), age 40 to 44; -2.4% (P = .001), age 45 to 49; -0.2% (P = .66), age 50 to 54; 0.0% (P = .997), age 55 to 59; and -3.3% (P = .054) from 2011 to 2013 and 1.2% (P = .045) from 2013 to 2017, age 60 to 64. PSA testing rate decreased from 2011 to 2017 for age groups between 35 and 49 by 13.4% to 16.9%. CONCLUSIONS: Based on these data, PSA testing rate has modestly decreased from 2011 to 2017. These results, however, should be considered in view of the limitation that MarketScan claims data may not be equated to actual PSA testing practices in the entire U.S. population age 30 to 64. Future research should be directed to understand why clinicians continue ordering PSA test for men younger than 50.


Subject(s)
Early Detection of Cancer/statistics & numerical data , Kallikreins/blood , Medical Overuse/statistics & numerical data , Practice Patterns, Physicians'/statistics & numerical data , Prostate-Specific Antigen/blood , Prostatic Neoplasms/diagnosis , Administrative Claims, Healthcare/statistics & numerical data , Adult , Age Factors , Early Detection of Cancer/history , Early Detection of Cancer/standards , Early Detection of Cancer/trends , History, 21st Century , Humans , Male , Medical Overuse/prevention & control , Middle Aged , Practice Guidelines as Topic , Practice Patterns, Physicians'/history , Practice Patterns, Physicians'/standards , Practice Patterns, Physicians'/trends , Prostatic Neoplasms/blood , United States
SELECTION OF CITATIONS
SEARCH DETAIL
...