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1.
J Perinatol ; 2024 Jun 28.
Artigo em Inglês | MEDLINE | ID: mdl-38944662

RESUMO

OBJECTIVE: To understand the characteristics of infants admitted to US NICUs. STUDY DESIGN: 2006-2014 linked birth certificate and hospital discharge data for potentially viable deliveries in Pennsylvania and South Carolina were used. NICU admissions were identified using revenue codes. NICU-admitted infants were categorized by gestational age (GA), birthweight, and condition severity (for GA 35+ weeks). We also assessed total patient days and trends over time. RESULTS: 12% of infants were admitted to a NICU; 13.6% were GA < 32 weeks (45.3% of total days); 36.1% were GA 32-36 weeks (31.2% of total days); and 50.4% were GA 37+ weeks (23.5% of total days). 20% of admissions were for infants with GA 35+ weeks and mild conditions. Admissions increased numerically from 11.2% (2006) to 13.0% (2014), with increases among infants 35+ weeks. CONCLUSION: Most NICU admissions are for infants 35+ weeks GA, many with mild conditions who may be accommodated in well-baby units.

2.
Am J Obstet Gynecol MFM ; 5(5): 100917, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36882126

RESUMO

BACKGROUND: In contrast to other high-resource countries, the United States has experienced increases in the rates of severe maternal morbidity. In addition, the United States has pronounced racial and ethnic disparities in severe maternal morbidity, especially for non-Hispanic Black people, who have twice the rate as non-Hispanic White people. OBJECTIVE: This study aimed to examine whether the racial and ethnic disparities in severe maternal morbidity extended beyond the rates of these complications to include disparities in maternal costs and lengths of stay, which could indicate differences in the case severity. STUDY DESIGN: This study used California's linkage of birth certificates to inpatient maternal and infant discharge data for 2009 to 2011. Of the 1.5 million linked records, 250,000 were excluded because of incomplete data, for a final sample of 1,262,862. Cost-to-charge ratios were used to estimate costs from charges (including readmissions) after adjusting for inflation to December 2017. Mean diagnosis-related group-specific reimbursement was used to estimate physician payments. We used the Centers for Disease Control and Prevention definition of severe maternal morbidity, including readmissions up to 42 days after delivery. Adjusted Poisson regression models estimated the differential risk of severe maternal morbidity for each racial or ethnic group, compared with the non-Hispanic White group. Generalized linear models estimated the associations of race and ethnicity with costs and length of stay. RESULTS: Asian or Pacific Islander, Non-Hispanic Black, Hispanic, and other race or ethnicity patients all had higher rates of severe maternal morbidity than non-Hispanic White patients. The largest disparity was between non-Hispanic White and non-Hispanic Black patients, with unadjusted overall rates of severe maternal morbidity of 1.34% and 2.62%, respectively (adjusted risk ratio, 1.61; P<.001). Among patients with severe maternal morbidity, the adjusted regression estimates showed that non-Hispanic Black patients had 23% (P<.001) higher costs (marginal effect of $5023) and 24% (P<.001) longer hospital stays (marginal effect of 1.4 days) than non-Hispanic White patients. These effects changed when cases, such as cases where a blood transfusion was the only indication of severe maternal morbidity, were excluded, with 29% higher costs (P<.001) and 15% longer length of stay (P<.001). For other racial and ethnic groups, the increases in costs and length of stay were smaller than those observed for non-Hispanic Black patients, and many were not significantly different from non-Hispanic White patients. Hispanic patients had higher rates of severe maternal morbidity than non-Hispanic White patients; however, Hispanic patients had significantly lower costs and length of stay than non-Hispanic White patients. CONCLUSION: There were racial and ethnic differences in the costs and length of stay among patients with severe maternal morbidity across the groupings that we examined. The differences were especially large for non-Hispanic Black patients compared with non-Hispanic White patients. Non-Hispanic Black patients experienced twice the rate of severe maternal morbidity; in addition, the higher relative costs and longer lengths of stay for non-Hispanic Black patients with severe maternal morbidity support greater case severity in that population. These findings suggest that efforts to address racial and ethnic inequities in maternal health need to consider differences in case severity in addition to the differences in the rates of severe maternal morbidity and that these differences in case severity merit additional investigation.


Assuntos
Parto Obstétrico , Disparidades em Assistência à Saúde , Morbidade , Mães , Gravidade do Paciente , Grupos Populacionais dos Estados Unidos da América , Feminino , Humanos , Lactente , Recém-Nascido , Gravidez , Nativo Asiático-Americano do Havaí e das Ilhas do Pacífico/estatística & dados numéricos , Declaração de Nascimento , Negro ou Afro-Americano/estatística & dados numéricos , California/epidemiologia , Parto Obstétrico/economia , Parto Obstétrico/estatística & dados numéricos , Minorias Desiguais em Saúde e Populações Vulneráveis/estatística & dados numéricos , Disparidades nos Níveis de Saúde , Disparidades em Assistência à Saúde/economia , Disparidades em Assistência à Saúde/etnologia , Disparidades em Assistência à Saúde/estatística & dados numéricos , Hispânico ou Latino/estatística & dados numéricos , Tempo de Internação/estatística & dados numéricos , Mães/estatística & dados numéricos , Alta do Paciente/estatística & dados numéricos , Grupos Raciais/estatística & dados numéricos , Estados Unidos/epidemiologia , Brancos/estatística & dados numéricos , Grupos Populacionais dos Estados Unidos da América/etnologia , Grupos Populacionais dos Estados Unidos da América/estatística & dados numéricos
3.
Clin Appl Thromb Hemost ; 29: 10760296231152474, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36694957

RESUMO

The evidence of direct oral anticoagulants (DOACs) usage for venous thromboembolism (VTE) in patients at extremes of body weight or mass index is limited. In such situations, warfarin may be more frequently used. We investigated warfarin time in the therapeutic international normalized ratio range (TTR) and DOAC adherence based on the calculated proportion of days covered (PDC) by pill coverage from a DOAC prescription in patients with VTE across all body sizes. Using data from the Veterans Health Administration (VA), we identified first-time patients with VTE between 2013 and 2018 treated with warfarin or DOACs. We analyzed 28,245 patients with warfarin TTR (N = 10,167) or DOAC PDC(N = 18,078). For warfarin-treated patients after index VTE, mean TTR was lower over shorter treatment durations (TTR 30 vs TTR 180 [mean ± SD]: 43.8% ± 33.5% vs 58.8% ± 23.5%). Mean TTR over 180 days after VTE was lowest for patients <60 kg (TTR 180 [mean ± SD]: <60kg: 49.3% ± 24.2% vs ≥60 to <100 kg: 57.8% ± 23.4%; P < .0001). For DOAC-treated patients over 180 days after index VTE, mean PDC was lowest for patients <60 kg (PDC 180 [mean ± SD]: < 60kg: 76.9% ± 33.2% vs ≥ 60 to <100 kg: 83.6% ± 27.7%; P < .0001).Most DOAC-treated patients attained sufficient adherence across the body size spectrum while warfarin-treated patients <60kg were at risk for low TTR.


Assuntos
Tromboembolia Venosa , Varfarina , Humanos , Varfarina/farmacologia , Varfarina/uso terapêutico , Anticoagulantes , Coeficiente Internacional Normatizado , Tromboembolia Venosa/tratamento farmacológico , Tromboembolia Venosa/induzido quimicamente , Índice de Massa Corporal , Saúde dos Veteranos , Estudos Retrospectivos , Administração Oral
4.
Clin Cardiol ; 45(9): 960-969, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35946047

RESUMO

BACKGROUND: In patients with atrial fibrillation (AF) treated with direct oral anticoagulants (DOAC), bleeding risk scores provide only modest discrimination for major or intracranial bleeding. However, warfarin experience may impact HAS-BLED  (Hypertension, Abnormal renal/liver function, Stroke, Bleeding history or predisposition, Labile international normalized ratio, Elderly (>65 years), Drugs/alcohol concomitantly) score performance in patients evaluated for DOACs, as HAS-BLED was derived and validated in warfarin cohorts. METHODS: We performed a retrospective cohort study of patients prescribed DOAC for AF in the Veterans Health Administration between 2010 and 2017. We determined modified HAS-BLED score discrimination and calibration for bleeding, for patients treated with DOAC, stratified by prior warfarin exposure. We also determined the association between DOAC-warfarin-naïve status to bleeding (nonintracranial and intracranial) with DOAC-warfarin-experienced patients as reference. RESULTS: The DOAC analysis cohort included 100, 492 patients with AF (age [mean ± SD]: 72.9 ± 9.6 years; 1.7% female; 90.1% White), of which 26, 760 patients (26.6%) and 73, 732 patients (73.4%) were warfarin experienced or naïve, respectively. HAS-BLED discrimination for bleeds was modest for patients treated with DOAC, regardless of prior warfarin experience (concordance statistics: 0.53-0.59). For DOAC-warfarin-naïve patients, as compared to DOAC-warfarin-experienced patients, adjusted risk of intracranial bleeding was lower, while risk of nonintracranial bleeding was higher (intracranial bleeding propensity adjusted with inverse probability of treatment weights [IPTWs]: hazard ratio [HR]: 0.86, 95% confidence interval [CI]: 0.78-0.95, p = .0040) (nonintracranial bleeding propensity adjusted with IPTW: HR: 1.15, 95% CI: 1.11-1.19, p < .0001). CONCLUSION: Patients' modified HAS-BLED score at the time of DOAC initiation, regardless of prior warfarin use, provided only modest discrimination for intracranial and nonintracranial bleeds. These data argue against maintaining DOAC eligible patients on warfarin therapy regardless of modified HAS-BLED score.


Assuntos
Fibrilação Atrial , Acidente Vascular Cerebral , Administração Oral , Idoso , Idoso de 80 Anos ou mais , Anticoagulantes , Fibrilação Atrial/induzido quimicamente , Fibrilação Atrial/complicações , Fibrilação Atrial/tratamento farmacológico , Feminino , Hemorragia/induzido quimicamente , Hemorragia/epidemiologia , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Medição de Risco , Acidente Vascular Cerebral/diagnóstico , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/etiologia , Varfarina
5.
J Perinatol ; 42(5): 611-616, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-35184145

RESUMO

OBJECTIVE: To examine the association between severe maternal morbidity (SMM) and infant health using the additional infant costs and length of stay (LOS) as markers of added clinical complexity. STUDY DESIGN: Secondary data analysis using California linked birth certificate-patient discharge data for 2009-2011 (N = 1,260,457). Regression models were used to estimate the association between SMM and infant costs and LOS. RESULTS: The 16,687 SMM-exposed infants experienced a $6550 (33%) increase in costs and a 0.7 (18%) day increase in LOS. Preterm infants had ($11,258 (18%) added costs and 1.3 days (8.1%) longer LOS) than term infants ($2539 (38%) added costs and 0.5 days (22%) longer LOS). CONCLUSIONS: SMM was associated with increased infant costs and LOS, suggesting that SMM may have adverse health effects for infants, including term infants. The relatively larger effect on costs indicates an increase in treatment intensity (clinical severity) greater than additional LOS.


Assuntos
Recém-Nascido Prematuro , Alta do Paciente , Declaração de Nascimento , Feminino , Humanos , Lactente , Recém-Nascido , Tempo de Internação , Gravidez , Estudos Retrospectivos
6.
Womens Health Issues ; 32(4): 411-417, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35074265

RESUMO

INTRODUCTION: Little is known about access to and use of prenatal care by veterans using U.S. Department of Veterans Affairs (VA) maternity benefits. We compared the timeliness and adequacy of prenatal care by veteran status and payor. STUDY DESIGN: We used VA clinical and admistrative data linked with California vital statistics patient discharge data to identify all births to VA-enrolled veterans and non-veterans between 2000 and 2012. Births were categorized based on veteran status and payor (non-veterans with Medicaid, non-veterans with private insurance, VA-enrolled veterans using VA maternity care benefits, and VA-enrolled veterans with other payor). Outcomes were timeliness of prenatal care (initiation before the end of the first trimester) and adequacy of prenatal care as measured by the Kotelchuck Index (inadequate, intermediate, adequate). Covariates included demographic, health, and pregnancy characteristics. We used generalized linear models and multinomial logistic regression to analyze the association of veteran status and payor with timeliness of prenatal care and adequacy of prenatal care, respectively. RESULTS: We identified 6,196,432 births among VA-enrolled veterans (n = 17,495) and non-veterans (n = 6,178,937). Non-veterans using Medicaid had the lowest percentage of timely prenatal care (78.1%; n = 2,240,326), followed by VA-enrolled veterans using VA maternity care benefits (82.8%; n = 1,248). VA-enrolled veterans using VA maternity care benefits were the most likely to receive adequate prenatal care (92.0%; n = 1,365). Results remained consistent after adjustment. CONCLUSIONS: This study provides key baseline data regarding access to and use of prenatal care by veterans using VA maternity benefits. Longitudinal studies including more recent data are needed to understand the impact of changing VA policy.


Assuntos
Serviços de Saúde Materna , Veteranos , Feminino , Humanos , Medicaid , Gravidez , Cuidado Pré-Natal , Estados Unidos , United States Department of Veterans Affairs
7.
J Perinatol ; 42(5): 569-573, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-35034095

RESUMO

OBJECTIVE: To examine the relative contributions of preterm delivery and congenital anomalies to neonatal mortality. STUDY DESIGN: Retrospective analysis of 2009-2011 linked birth cohort-hospital discharge files for California, Missouri, Pennsylvania and South Carolina. Deaths were classified by gestational age and three definitions of congenital anomaly: any ICD-9 code for an anomaly, any anomaly with a significant mortality risk, and anomalies recorded on the death certificate. RESULT: In total, 59% of the deaths had an ICD-9 code for an anomaly, only 43% had a potentially fatal anomaly, and only 34% had a death certificate anomaly. Preterm infants (<37 weeks GA) accounted for 80% of deaths; those preterm infants without a potentially fatal anomaly diagnosis comprised 53% of all neonatal deaths. The share of preterm deaths with a potentially fatal anomaly decreases with GA. CONCLUSION: Congenital anomalies are responsible for about 40% of neonatal deaths while preterm without anomalies are responsible for over 50%.


Assuntos
Doenças do Recém-Nascido , Doenças do Prematuro , Morte Perinatal , Feminino , Idade Gestacional , Humanos , Lactente , Mortalidade Infantil , Recém-Nascido de Baixo Peso , Recém-Nascido , Recém-Nascido Prematuro , Estudos Retrospectivos
8.
Womens Health Issues ; 32(4): 362-368, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35031196

RESUMO

INTRODUCTION: The objectives of this study were to include readmissions and physician costs in the estimates of total costs of severe maternal morbidity (SMM), to consider the effect of SMM on maternal length of stay (LOS), and to examine these for the more restricted definition of SMM that excludes transfusion-only cases. METHODS: California linked birth certificate-patient discharge data for 2009 through 2011 (n = 1,262,862) with complete costs and LOS were used in a secondary data analysis. Cost-to-charge ratios were used to estimate costs from charges, adjusting for inflation. Physician payments were estimated from the mean payments for specific diagnosis-related groups. Generalized linear models estimated the association between SMM and costs and LOS. RESULTS: Excluding readmissions and physician costs, SMM was associated with a 60% increase in hospital costs (marginal effect [ME] $3,550) and a 33% increase in LOS (ME 0.9 days). These increased to 70% (ME $5,806) and 46% (ME 1.3 days) when physician costs and readmissions were included. The effects of SMM were roughly one-half as large for patients who only required a blood transfusion (49% [ME $4,056] and 31% [ME 0.9 days]) as for patients who had another indicator for SMM (93% [ME $7,664] and 62% [ME 1.7 days]). CONCLUSIONS: Postpartum hospital readmissions and physician costs are important and previously unreported contributors to the costs of SMM. Excess costs and LOS associated with SMM vary considerably by indication. Cost effects were larger than the LOS effects, indicating that SMM increases treatment intensity beyond increasing LOS, and decreasing SMM may have broader health and cost benefits than previously understood.


Assuntos
Custos Hospitalares , Readmissão do Paciente , Análise Custo-Benefício , Feminino , Humanos , Tempo de Internação , Alta do Paciente , Gravidez , Estudos Retrospectivos
9.
J Am Heart Assoc ; 10(23): e020904, 2021 12 07.
Artigo em Inglês | MEDLINE | ID: mdl-34779243

RESUMO

Background Reduced time in international normalized ratio therapeutic range (TTR) limits warfarin safety and effectiveness. In patients switched from warfarin to direct oral anticoagulants (DOACs), patient factors associated with low TTR could also increase risk of DOAC nonadherence. We investigated the relationship between warfarin TTR and DOAC adherence in warfarin-treated patients with atrial fibrillation switched to DOAC. Methods and Results Using data from the Veterans Health Administration, we identified patients with atrial fibrillation switched from warfarin to DOAC (switchers) or treated with warfarin alone (non-switchers). Logistic regression was used to evaluate association between warfarin TTR and DOAC adherence. We analyzed 128 605 patients (age, 71±9; 1.6% women; CHA2DS2-VASc 3.5±1.6); 32 377 switchers and 96 228 non-switchers. In 8016 switchers with international normalized ratio data to calculate 180-day TTR before switch, TTR was low (median 0.45; IQR, 0.26-0.64). Patients with TTR <0.5 were more likely to be switched to DOAC (odds ratio [OR],1.68 [95% CI,1.62-1.74], P<0.0001), as were those with TTR <0.6 or TTR <0.7. Proportion of days covered ≥0.8 was achieved by 76% of switchers at 365 days. In low-TTR individuals, proportion of days covered ≥0.8 was achieved by 70%, 72%, and 73% of switchers with TTR <0.5, 0.6, and 0.7, respectively. After multivariable adjustment, TTR <0.5 decreased odds of achieving 365-day proportion of days covered ≥0.8 (OR, 0.49; 0.43-0.57, P<0.0001), with similar relationships for TTR <0.6 and TTR <0.7. In non-switchers with TTR <0.5, long-term TTR remained low. Conclusions In patients with atrial fibrillation switched from warfarin to DOAC, most achieved adequate DOAC adherence despite low pre-switch TTRs. However, TTR trajectories remained low in non-switchers. Patients with low warfarin TTR more consistently achieved treatment targets after switching to DOACs, although adherence-oriented interventions may be beneficial.


Assuntos
Anticoagulantes , Fibrilação Atrial , Adesão à Medicação , Administração Oral , Idoso , Idoso de 80 Anos ou mais , Anticoagulantes/administração & dosagem , Fibrilação Atrial/tratamento farmacológico , Feminino , Humanos , Masculino , Adesão à Medicação/estatística & dados numéricos , Pessoa de Meia-Idade , Varfarina/uso terapêutico
10.
Circ Cardiovasc Qual Outcomes ; 14(11): e008005, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34724801

RESUMO

BACKGROUND: Consensus statements have recommended against the use of direct oral anticoagulants (DOACs) in venous thromboembolism (VTE) for patients ≥120 kg and ≥40 kg/m2. We sought to determine use and outcomes of DOACs for VTE across weight and body mass index (BMI). METHODS: We performed a retrospective cohort study of patients with first-time VTE 2013 to 2018 that were treated with DOAC or warfarin in the Veterans Health Administration. The Veterans Health Administration has implemented system-wide guidance for patient selection and shared decision-making for use of DOACs in VTE at extremes of weight. We stratified patients by weight and BMI and assessed (1) association of weight and BMI category to outcomes in those prescribed DOAC; and (2) association of DOAC, as compared to warfarin, to outcomes by weight and BMI categories. Outcomes of interest included major bleeding, clinically relevant nonmajor bleeding, and recurrent VTE. RESULTS: The analysis cohort included 51 871 patients prescribed DOAC or warfarin within 30 days of index VTE diagnosis (age 64.5±13.1 years; 6.0% female; median weight 93.4 kg [25th-75th: 80.5-108.6 kg]). For patients ≥120 kg (N=6934 patients), 38.4% were treated with DOAC, as compared to 45.4% of those ≥60 to <100 kg (N=30 645; P<0.0001). DOAC prescription was not associated with major bleeds, clinically relevant nonmajor bleeds, or recurrent VTE for those in higher weight and BMI categories as compared to those in average weight and BMI categories. DOAC prescription, as compared to warfarin, was not associated with increased recurrent VTE in any weight or BMI category. CONCLUSIONS: Patients ≥120 kg and ≥40 kg/m2 with VTE are frequently prescribed DOAC by the Veterans Health Administration, without an increase in bleeding or recurrent VTE. These findings suggest DOACs can be safe and effective in this population and may argue for broader adoption of pharmacy policies that promote careful patient selection and shared decision making.


Assuntos
Tromboembolia Venosa , Administração Oral , Idoso , Anticoagulantes/efeitos adversos , Índice de Massa Corporal , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Resultado do Tratamento , Tromboembolia Venosa/diagnóstico , Tromboembolia Venosa/tratamento farmacológico , Tromboembolia Venosa/epidemiologia , Saúde dos Veteranos
11.
Health Serv Res ; 56(6): 1262-1270, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34378181

RESUMO

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.


Assuntos
Agregação de Dados , Tempo de Internação/estatística & dados numéricos , Recursos Humanos de Enfermagem Hospitalar/estatística & dados numéricos , Admissão e Escalonamento de Pessoal/estatística & dados numéricos , Demandas Administrativas em Assistência à Saúde/estatística & dados numéricos , Idoso , Feminino , Humanos , Estudos Longitudinais , Masculino , Estudos Retrospectivos , Índice de Gravidade de Doença , Fatores de Tempo , Estados Unidos , United States Department of Veterans Affairs
12.
Emerg Infect Dis ; 27(1): 214-222, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-33350919

RESUMO

Foodborne illness source attribution is foundational to a risk-based food safety system. We describe a method for attributing US foodborne illnesses caused by nontyphoidal Salmonella enterica, Escherichia coli O157, Listeria monocytogenes, and Campylobacter to 17 food categories using statistical modeling of outbreak data. This method adjusts for epidemiologic factors associated with outbreak size, down-weights older outbreaks, and estimates credibility intervals. On the basis of 952 reported outbreaks and 32,802 illnesses during 1998-2012, we attribute 77% of foodborne Salmonella illnesses to 7 food categories (seeded vegetables, eggs, chicken, other produce, pork, beef, and fruits), 82% of E. coli O157 illnesses to beef and vegetable row crops, 81% of L. monocytogenes illnesses to fruits and dairy, and 74% of Campylobacter illnesses to dairy and chicken. However, because Campylobacter outbreaks probably overrepresent dairy as a source of nonoutbreak campylobacteriosis, we caution against using these Campylobacter attribution estimates without further adjustment.


Assuntos
Infecções por Campylobacter , Doenças Transmitidas por Alimentos , Gastroenterite , Listeria monocytogenes , Animais , Infecções por Campylobacter/epidemiologia , Bovinos , Surtos de Doenças , Microbiologia de Alimentos , Doenças Transmitidas por Alimentos/epidemiologia , Estados Unidos/epidemiologia
13.
J Interv Card Electrophysiol ; 62(1): 133-142, 2021 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-32986177

RESUMO

PURPOSE: Optimal stroke prevention strategies for patients with atrial fibrillation (AF) who experience a major bleed are poorly defined. We sought to estimate the effectiveness and safety of oral anticoagulation (OAC) represcription after an OAC contraindication. METHODS: TREAT-AF is a retrospective cohort study of patients with newly diagnosed AF (2004-2012), treated in the Veterans Health Administration. From this cohort, we identified patients with a contraindication to OAC after AF diagnoses, defined as incident intracranial bleeding, non-intracranial bleeding requiring hospitalization, or unrepaired cerebral aneurysm or aortic dissection. We used multivariate Cox proportional hazards to estimate the association of OAC prescription in the 90 days following OAC contraindication to ischemic stroke and rebleeding. RESULTS: Among 167,190 patients with newly diagnosed AF (70 ± 11 years, 1.7% female, CHA2DS2-VASc 2.7 ± 1.7), 19,285 patients (11.5%) had an incident bleed (n = 18,342) or an unrepaired cerebral aneurysm or aortic dissection (n = 943). For OAC-contraindicated patients with a CHA2DS2-VASc ≥2 (N = 16,194), OAC was represcribed in 4075 patients (25%) and was associated with a higher risk of non-intracranial bleeding (HR 1.49; 95% CI 1.37-1.61; p < 0.0001) but no difference in intracranial bleeding. There was a trend toward decreased stroke risk (HR 0.85; 95% CI 0.71-1.02; p 0.09). CONCLUSIONS: Development of contraindication to OAC after diagnosis of AF is common (11.5%), with most events requiring hospitalization. OAC reinitiation was associated with non-intracranial bleeding risk, with a trend toward reduced stroke risk. These data suggest that stroke prevention approaches after major bleeding events could be beneficial if bleeding risk can be successfully mitigated.


Assuntos
Fibrilação Atrial , Acidente Vascular Cerebral , Administração Oral , Anticoagulantes/efeitos adversos , Fibrilação Atrial/tratamento farmacológico , Fibrilação Atrial/epidemiologia , Feminino , Hemorragia/induzido quimicamente , Hemorragia/epidemiologia , Humanos , Incidência , Masculino , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/prevenção & controle
14.
Circ Cardiovasc Qual Outcomes ; 12(10): e005595, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31610712

RESUMO

BACKGROUND: Atrial fibrillation (AF) increases the risk of stroke 5-fold and there is rising interest to determine if AF severity or burden can further risk stratify these patients, particularly for near-term events. Using continuous remote monitoring data from cardiac implantable electronic devices, we sought to evaluate if machine learned signatures of AF burden could provide prognostic information on near-term risk of stroke when compared to conventional risk scores. METHODS AND RESULTS: We retrospectively identified Veterans Health Administration serviced patients with cardiac implantable electronic device remote monitoring data and at least one day of device-registered AF. The first 30 days of remote monitoring in nonstroke controls were compared against the past 30 days of remote monitoring before stroke in cases. We trained 3 types of models on our data: (1) convolutional neural networks, (2) random forest, and (3) L1 regularized logistic regression (LASSO). We calculated the CHA2DS2-VASc score for each patient and compared its performance against machine learned indices based on AF burden in separate test cohorts. Finally, we investigated the effect of combining our AF burden models with CHA2DS2-VASc. We identified 3114 nonstroke controls and 71 stroke cases, with no significant differences in baseline characteristics. Random forest performed the best in the test data set (area under the curve [AUC]=0.662) and convolutional neural network in the validation dataset (AUC=0.702), whereas CHA2DS2-VASc had an AUC of 0.5 or less in both data sets. Combining CHA2DS2-VASc with random forest and convolutional neural network yielded a validation AUC of 0.696 and test AUC of 0.634, yielding the highest average AUC on nontraining data. CONCLUSIONS: This proof-of-concept study found that machine learning and ensemble methods that incorporate daily AF burden signature provided incremental prognostic value for risk stratification beyond CHA2DS2-VASc for near-term risk of stroke.


Assuntos
Fibrilação Atrial/diagnóstico , Diagnóstico por Computador , Aprendizado de Máquina , Redes Neurais de Computação , Acidente Vascular Cerebral/epidemiologia , Telemetria , Demandas Administrativas em Assistência à Saúde , Idoso , Idoso de 80 Anos ou mais , Fibrilação Atrial/epidemiologia , Fibrilação Atrial/fisiopatologia , Registros Eletrônicos de Saúde , Feminino , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Prognóstico , Estudo de Prova de Conceito , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Processamento de Sinais Assistido por Computador , Acidente Vascular Cerebral/diagnóstico , Fatores de Tempo , Estados Unidos/epidemiologia , Serviços de Saúde para Veteranos Militares
15.
J Pediatr ; 204: 118-125.e14, 2019 01.
Artigo em Inglês | MEDLINE | ID: mdl-30297293

RESUMO

OBJECTIVE: To provide population-based estimates of the hospital-related costs of maternal and newborn care, and how these vary by gestational age and birth weight. STUDY DESIGN: We conducted a retrospective analysis of 2009-2011 California in-hospital deliveries at nonfederal hospitals with the infant and maternal discharge data successfully (96%) linked to birth certificates. Cost-to-charge ratios were used to estimate costs from charges. Physician hospital payments were estimated by mean diagnosis related group-specific reimbursement and costs were adjusted for inflation to December 2017 values. After exclusions for incomplete or missing data, the final sample was 1 265 212. RESULTS: The mean maternal costs for all in-hospital deliveries was $8204, increasing to $13 154 for late preterm (32-36 weeks) and $22 702 for very preterm (<32 weeks) mothers. The mean cost for all newborns was $6389: $2433 for term infants, $22 102 for late preterm, $223 931 for very preterm infants, and $317 982 for extremely preterm infants (<28 weeks). Preterm infants were 8.1% of cases but incurred 60.9% of costs; for very preterm and extremely preterm infants, these shares were 1.0% and 36.5%, and 0.4% and 20.0%, respectively. Overall, mothers incurred 56% of the total costs during the delivery hospitalization. CONCLUSIONS: Both maternal and neonatal costs are skewed, with this being much more pronounced for infants. Preterm birth is much more expensive than term delivery, with the additional costs predominately incurred by the infants. The small share of infants who require extensive stays in neonatal intensive care incur a large share of neonatal costs and these costs have increased over time.


Assuntos
Parto Obstétrico/economia , Custos Hospitalares/estatística & dados numéricos , Hospitalização/economia , Assistência Perinatal/economia , California , Feminino , Humanos , Recém-Nascido , Tempo de Internação/economia , Mães , Alta do Paciente , Gravidez , Estudos Retrospectivos
16.
Health Serv Res ; 53 Suppl 3: 5260-5284, 2018 12.
Artigo em Inglês | MEDLINE | ID: mdl-30198185

RESUMO

OBJECTIVE: To describe variation in payer and outcomes in Veterans' births. DATA/SETTING: Secondary data analyses of deliveries in California, 2000-2012. STUDY DESIGN: We performed a retrospective, population-based study of all live births to Veterans (confirmed via U.S. Department of Veterans Affairs (VA) enrollment records), to identify payer and variations in outcomes among: (1) Veterans using VA coverage and (2) Veteran vs. all other births. We calculated odds ratios (aOR) adjusted for age, race, ethnicity, education, and obstetric demographics. METHODS: We anonymously linked VA administrative data for all female VA enrollees with California birth records. PRINCIPAL FINDINGS: From 2000 to 2012, we identified 17,495 births to Veterans. VA covered 8.6 percent (1,508), Medicaid 17.3 percent, and Private insurance 47.6 percent. Veterans who relied on VA health coverage had more preeclampsia (aOR 1.4, CI 1.0-1.8) and more cesarean births (aOR 1.2, CI 1.0-1.3), and, despite similar prematurity, trended toward more neonatal intensive care (NICU) admissions (aOR 1.2, CI 1.0-1.4) compared to Veterans using other (non-Medicaid) coverage. Overall, Veterans' birth outcomes (all-payer) mirrored California's birth outcomes, with the exception of excess NICU care (aOR 1.15, CI 1.1-1.2). CONCLUSIONS: VA covers a higher risk fraction of Veterans' births, justifying maternal care coordination and attention to the maternal-fetal impacts of Veterans' comorbidities.


Assuntos
Parto Obstétrico/estatística & dados numéricos , Cobertura do Seguro/estatística & dados numéricos , Seguro Saúde/estatística & dados numéricos , Serviços de Saúde Materna/estatística & dados numéricos , Medicaid/estatística & dados numéricos , United States Department of Veterans Affairs/estatística & dados numéricos , Adulto , California , Cesárea/estatística & dados numéricos , Feminino , Idade Gestacional , Humanos , Unidades de Terapia Intensiva Neonatal/estatística & dados numéricos , Pessoa de Meia-Idade , Gravidez , Complicações na Gravidez/epidemiologia , Resultado da Gravidez/epidemiologia , Estudos Retrospectivos , Medição de Risco , Fatores Socioeconômicos , Estados Unidos , Adulto Jovem
17.
J Cardiovasc Electrophysiol ; 29(8): 1081-1088, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29864193

RESUMO

BACKGROUND: Cost-effectiveness or value of cardiovascular therapies may be undermined by unwarranted cost variation, particularly for heterogeneous procedures such as catheter ablation for atrial fibrillation (AF). We sought to characterize cost variation of AF ablation in the US healthcare system and the relationship between cost and outcomes. METHODS AND RESULTS: We performed a retrospective cohort study using data from the MarketScan® commercial claims and Medicare supplemental databases including patients who received an AF ablation from 2007 to 2011. We aggregated encounter cost, reflecting total payments received for the encounter, to the facility level to calculate median facility cost. We classified procedures as outpatient or inpatient and assessed for association between cost and 30-day and 1-year outcomes. The analysis cohort included 9,415 AF ablations (59±11 years; 28% female; 52% outpatient) occurring at 327 facilities, with large cost variation across facilities (median: $25,100; 25th percentile: $18,900, 75th percentile: $35,600, 95th percentile: $57,800). Among outpatient procedures, there was reduced healthcare utilization in higher cost quintiles with reductions in rehospitalization at 30-days (Quintile 1: 16.1%, Quintile 5: 8.8%, P < 0.001) and 1-year (Quintile 1: 34.8%, Quintile 5: 25.6%, P < 0.001), which remained significant in multivariate analysis. CONCLUSIONS: Although median costs of AF ablation are below amounts used in prior cost-effectiveness studies that demonstrated good value, large facility variation in cost suggests opportunities for cost reduction. However, for outpatient encounters, association of cost to modestly improved outcomes suggests cost containment strategies could have variable effects.


Assuntos
Fibrilação Atrial/economia , Ablação por Cateter/economia , Análise Custo-Benefício/métodos , Hospitalização/economia , Formulário de Reclamação de Seguro/economia , Medicare/economia , Idoso , Fibrilação Atrial/epidemiologia , Fibrilação Atrial/terapia , Estudos de Coortes , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Estados Unidos/epidemiologia
18.
J Am Coll Cardiol ; 70(1): 78-86, 2017 Jul 04.
Artigo em Inglês | MEDLINE | ID: mdl-28662810

RESUMO

BACKGROUND: Atrial fibrillation (AF) occurs in many clinical contexts and is diagnosed and treated by clinicians across many specialties. This approach has resulted in treatment variations. OBJECTIVES: The goal of this study was to evaluate the association between treating specialty and AF outcomes among patients newly diagnosed with AF. METHODS: Using data from the TREAT-AF (Retrospective Evaluation and Assessment of Therapies in AF) study from the Veterans Health Administration, patients with newly diagnosed, nonvalvular AF between 2004 and 2012 were identified who had at least 1 outpatient encounter with primary care or cardiology within 90 days of the AF diagnosis. Cox proportional hazards regression was used to evaluate the association between treating specialty and AF outcomes. RESULTS: Among 184,161 patients with newly diagnosed AF (age 70 ± 11 years; 1.7% women; CHA2DS2-VASc score 2.6 ± 1.7), 40% received cardiology care and 60% received primary care only. After adjustment for covariates, cardiology care was associated with reductions in stroke (hazard ratio [HR]: 0.91; 95% confidence interval [CI]: 0.86 to 0.96; p < 0.001) and death (HR: 0.89; 95% CI: 0.88 to 0.91; p < 0.0001) and increases in hospitalizations for AF/supraventricular tachycardia (HR: 1.38; 95% CI: 1.35 to 1.42; p < 0.0001) and myocardial infarction (HR: 1.03; 95% CI: 1.00 to 1.05; p < 0.04). The propensity-matched cohort had similar results. In mediation analysis, oral anticoagulation prescription within 90 days of diagnosis may have mediated reductions in stroke but did not mediate reductions in survival. CONCLUSIONS: In patients with newly diagnosed AF, cardiology care was associated with improved outcomes, potentially mediated by early prescription of oral anticoagulation therapy. Although hypothesis-generating, these data warrant serious consideration and study of health care system interventions at the time of new AF diagnosis.


Assuntos
Fibrilação Atrial/terapia , Cardiologia/métodos , Avaliação de Resultados em Cuidados de Saúde , Medição de Risco/métodos , Idoso , Fibrilação Atrial/epidemiologia , Causas de Morte/tendências , Feminino , Seguimentos , Humanos , Incidência , Masculino , Estudos Retrospectivos , Fatores de Risco , Taxa de Sobrevida/tendências , Fatores de Tempo , Estados Unidos/epidemiologia
19.
J Cardiovasc Electrophysiol ; 28(1): 39-48, 2017 01.
Artigo em Inglês | MEDLINE | ID: mdl-27782345

RESUMO

INTRODUCTION: Data regarding catheter ablation of atrial fibrillation (AF) in patients with chronic kidney disease (CKD) is limited. We therefore assessed the association of CKD with common safety and clinical outcomes in a nationwide sample of ablation recipients. METHODS: Using MarketScan® Commercial Claims and Medicare Supplemental Databases, we evaluated 30-day safety and 1-year clinical outcomes in patients who underwent a first AF ablation procedure between 2007 and 2011. We calculated frequency of common 30-day complications and calculated frequencies, incidence rates, and Cox proportional hazards for outcomes at 1-year postablation. RESULTS: Of 21,091 patients included, 1,593 (7.6%) had CKD. Patients with CKD were older (64 years vs. 59 years, P < 0.001) with higher CHA2 DS2 -VASc scores (3.2 vs. 1.8, P < 0.001). At 30 days postablation, patients with CKD had similar rates of stroke/TIA (0.13% vs. 0.13%, P = 0.99), perforation/tamponade (3.2% vs. 3.1%, P = 0.83), and vascular complications (2.4% vs. 2.2%, P = 0.59) as patients without CKD, but were more likely to be hospitalized for heart failure (2.1% vs. 0.4%, P < 0.001). In multivariate analysis, there were no significant differences in hazards of AF hospitalization (adjusted HR: 1.02, 95%CI: 0.87-1.20), cardioversion (adjusted HR: 0.99, 95%CI: 0.87-1.12), or repeat AF ablation (adjusted HR: 0.89, 95%CI: 0.76-1.06) at 1 year. CONCLUSIONS: Among patients selected for AF ablation, those with and without CKD had similar rates of postprocedural complications although they were more likely to be re-admitted for heart failure. CKD was not independently associated with AF hospitalization, cardioversion, and repeat ablation. These findings can inform clinical decision-making in patients with AF and CKD.


Assuntos
Fibrilação Atrial/cirurgia , Ablação por Cateter , Insuficiência Renal Crônica/epidemiologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Fibrilação Atrial/diagnóstico , Fibrilação Atrial/epidemiologia , Fibrilação Atrial/fisiopatologia , Ablação por Cateter/efeitos adversos , Comorbidade , Bases de Dados Factuais , Intervalo Livre de Doença , Feminino , Insuficiência Cardíaca/epidemiologia , Humanos , Incidência , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Readmissão do Paciente , Modelos de Riscos Proporcionais , Recidiva , Insuficiência Renal Crônica/diagnóstico , Fatores de Risco , Fatores de Tempo , Resultado do Tratamento , Estados Unidos/epidemiologia , Adulto Jovem
20.
Heart ; 103(11): 818-826, 2017 06.
Artigo em Inglês | MEDLINE | ID: mdl-27852694

RESUMO

OBJECTIVE: To evaluate warfarin prescription, quality of international normalised ratio (INR) monitoring and of INR control in patients with atrial fibrillation (AF) and chronic kidney disease (CKD). METHODS: We performed a retrospective cohort study of patients with newly diagnosed AF in the Veterans Administration (VA) healthcare system. We evaluated anticoagulation prescription, INR monitoring intensity and time in and outside INR therapeutic range (TTR) stratified by CKD. RESULTS: Of 123 188 patients with newly diagnosed AF, use of warfarin decreased with increasing severity of CKD (57.2%-46.4%), although it was higher among patients on dialysis (62.3%). Although INR monitoring intensity was similar across CKD strata, the proportion with TTR≥60% decreased with CKD severity, with only 21% of patients on dialysis achieving TTR≥60%. After multivariate adjustment, the magnitude of TTR reduction increased with CKD severity. Patients on dialysis had the highest time markedly out of range with INR <1.5 or >3.5 (30%); 12% of INR time was >3.5, and low TTR persisted for up to 3 years. CONCLUSIONS: There is a wide variation in anticoagulation prescription based on CKD severity. Patients with moderate-to-severe CKD, including dialysis, have substantially reduced TTR, despite comparable INR monitoring intensity. These findings have implications for more intensive warfarin management strategies in CKD or alternative therapies such as direct oral anticoagulants.


Assuntos
Fibrilação Atrial/tratamento farmacológico , Insuficiência Renal Crônica/complicações , Acidente Vascular Cerebral/prevenção & controle , Varfarina/administração & dosagem , Idoso , Anticoagulantes/administração & dosagem , Fibrilação Atrial/complicações , Relação Dose-Resposta a Droga , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Insuficiência Renal Crônica/tratamento farmacológico , Estudos Retrospectivos , Acidente Vascular Cerebral/etiologia , Fatores de Tempo , Resultado do Tratamento
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