RESUMO
The neonatal intensive care unit (NICU) is a setting with high nurse-to-patient ratios. Little is known about the factors that determine nurse workload and assignment. The goals of this study were to (1) develop a measure of NICU infant acuity; (2) describe the acuity distribution of NICU infants; (3) describe the nurse/infant ratio at each acuity level, and examine the factors other than acuity, including nurse qualifications and the availability of physicians and other providers, that determined staffing ratios; and (4) explore whether nurse qualifications were related to the acuity of assigned infants. In a two-stage cohort study, data were collected in 104 NICUs in 2008 by nurse survey (6,038 nurses and 15,191 infants assigned to them) and administrators reported on unit-level staffing of non-nurse providers; in a subset of 70 NICUs in 2009-2010, census data were collected on four selected shifts (3,871 nurses and 9,276 infants assigned to them). Most NICU infants (62%) were low-acuity (Levels 1 and 2); 12% of infants were high-acuity (Levels 4 and 5). The nurse-to-infant ratio ranged from 0.33 for the lowest-acuity infants to 0.95 for the highest-acuity infants. The staffing ratio was significantly related to the acuity of assigned infants but not to nurse education, experience, certification, or availability of other providers. There was a significant but small difference in the percentage of high-acuity (Levels 4 and 5) infants assigned to nurses with specialty certification (15% vs. 12% for nurses without certification). These staffing patterns may not optimize patient outcomes in this highly intensive pediatric care setting.
Assuntos
Unidades de Terapia Intensiva Neonatal/organização & administração , Enfermagem Neonatal/organização & administração , Recursos Humanos de Enfermagem Hospitalar/provisão & distribuição , Admissão e Escalonamento de Pessoal/organização & administração , Carga de Trabalho/estatística & dados numéricos , Competência Clínica , Estudos de Coortes , Humanos , Recém-Nascido , Relações Enfermeiro-Paciente , Gravidade do Paciente , Estados UnidosRESUMO
OBJECTIVE: To determine if hospital-level disparities in very low birth weight (VLBW) infant outcomes are explained by poorer hospital nursing characteristics. DATA SOURCES: Nurse survey and VLBW infant registry data. STUDY DESIGN: Retrospective study of 8,252 VLBW infants in 98 Vermont Oxford Network hospital neonatal intensive care units (NICUs) nationally. NICUs were classified into three groups based on their percent of infants of black race. Two nurse-sensitive perinatal quality standards were studied: nosocomial infection and breast milk. DATA COLLECTION: Primary nurse survey (N = 5,773, 77 percent response rate). PRINCIPAL FINDINGS: VLBW infants born in high-black concentration hospitals had higher rates of infection and discharge without breast milk than VLBW infants born in low-black concentration hospitals. Nurse understaffing was higher and practice environments were worse in high-black as compared to low-black hospitals. NICU nursing features accounted for one-third to one-half of the hospital-level health disparities. CONCLUSIONS: Poorer nursing characteristics contribute to disparities in VLBW infant outcomes in two nurse-sensitive perinatal quality standards. Improvements in nursing have potential to improve the quality of care for seven out of ten black VLBW infants who are born in high-black hospitals in this country.
Assuntos
Negro ou Afro-Americano/estatística & dados numéricos , Aleitamento Materno/estatística & dados numéricos , Disparidades em Assistência à Saúde/estatística & dados numéricos , Recém-Nascido de muito Baixo Peso , Unidades de Terapia Intensiva Neonatal/estatística & dados numéricos , Recursos Humanos de Enfermagem Hospitalar/estatística & dados numéricos , Aleitamento Materno/etnologia , Protocolos Clínicos , Infecção Hospitalar/epidemiologia , Disparidades em Assistência à Saúde/etnologia , Humanos , Lactente , Recém-Nascido , Admissão e Escalonamento de Pessoal/estatística & dados numéricos , Qualidade da Assistência à Saúde , Estudos Retrospectivos , Vermont , Carga de Trabalho/estatística & dados numéricosRESUMO
BACKGROUND AND OBJECTIVE: Computed tomography (CT) is still used for neuroimaging of infants with known or suspected neurologic disorders. Alternative neuroimaging options that do not expose the immature brain to radiation include MRI and cranial ultrasound. We aim to characterize and compare the use and findings of neuroimaging modalities, especially CT, in infants with neonatal encephalopathy. METHODS: The Vermont Oxford Network Neonatal Encephalopathy Registry enrolled 4171 infants (≥36 weeks' gestation or treated with therapeutic hypothermia) between 2006 and 2010 who were diagnosed with encephalopathy in the first 3 days of life. Demographic, perinatal, and medical conditions were recorded, along with treatments, comorbidities, and outcomes. The modality, timing, and results of neuroimaging were also collected. RESULTS: CT scans were performed on 933 of 4107 (22.7%) infants, and 100 of 921 (10.9%) of those received multiple CT scans. Compared with MRI, CT provided less detailed evaluation of cerebral injury in areas of prognostic significance, but was more sensitive than cranial ultrasound for hemorrhage and deep brain structural abnormalities. CONCLUSIONS: CT is commonly used for neuroimaging in newborn infants with neonatal encephalopathy despite concerns over potential harm from radiation exposure. The diagnostic performance of CT is inferior to MRI in identifying neonatal brain injury. Our data suggest that using cranial ultrasound for screening, followed by MRI would be more appropriate than CT at any stage to evaluate infants with neonatal encephalopathy.
Assuntos
Asfixia Neonatal/diagnóstico , Encéfalo/patologia , Ecoencefalografia , Hipóxia-Isquemia Encefálica/congênito , Hipóxia-Isquemia Encefálica/diagnóstico , Hemorragias Intracranianas/congênito , Hemorragias Intracranianas/diagnóstico , Imageamento por Ressonância Magnética , Tomografia Computadorizada por Raios X , Asfixia Neonatal/terapia , Feminino , Humanos , Hipotermia Induzida , Hipóxia-Isquemia Encefálica/terapia , Recém-Nascido , Masculino , Prognóstico , Sistema de Registros , Fatores de Risco , Sensibilidade e EspecificidadeRESUMO
OBJECTIVE: To identify changes in clinical practices for infants with birth weights of 501 to 1500 g born from 2000 to 2009. METHODS: We used prospectively collected registry data for 355,806 infants born from 2000 to 2009 and cared for at 669 North American hospitals in the Vermont Oxford Network. Main outcome measures included obstetric and neonatal practices, including cesarean delivery, antenatal steroids, delivery room interventions, respiratory practices, neuroimaging, retinal exams, and feeding at discharge. RESULTS: Significant changes in many obstetric, delivery room, and neonatal practices occurred from 2000 to 2009. Use of surfactant treatment in the delivery room increased overall (adjusted difference [AD] 17.0%; 95% confidence interval [CI] 16.4% to 17.6%), as did less-invasive methods of respiratory support, such as nasal continuous positive airway pressure (AD 9.9%; 95% CI 9.1% to 10.6%). Use of any ventilation (AD -7.5%; 95% CI -8.0% to -6.9%) and steroids for chronic lung disease (AD -15.3%; 95% CI -15.8% to -14.8%) decreased significantly overall. Most of the changes in respiratory care were observed within each of 4 birth weight strata (501-750 g, 751-1000 g, 1001-1250 g, 1251-1500 g). CONCLUSIONS: Many obstetric and neonatal care practices used in the management of infants 501 to 1500 g changed between 2000 and 2009. In particular, less-invasive approaches to respiratory support increased.
Assuntos
Recém-Nascido de Peso Extremamente Baixo ao Nascer , Recém-Nascido de Baixo Peso , Neonatologia/tendências , Obstetrícia/tendências , Previsões , Humanos , Recém-Nascido , Terapia Intensiva Neonatal/tendências , Neonatologia/métodos , América do Norte , Obstetrícia/métodos , Estudos Prospectivos , Sistema de RegistrosRESUMO
We introduce a new method for exploratory analysis of large data sets with time-varying features, where the aim is to automatically discover novel relationships between features (over some time period) that are predictive of any of a number of time-varying outcomes (over some other time period). Using a genetic algorithm, we co-evolve (i) a subset of predictive features, (ii) which attribute will be predicted (iii) the time period over which to assess the predictive features, and (iv) the time period over which to assess the predicted attribute. After validating the method on 15 synthetic test problems, we used the approach for exploratory analysis of a large healthcare network data set. We discovered a strong association, with 100% sensitivity, between hospital participation in multi-institutional quality improvement collaboratives during or before 2002, and changes in the risk-adjusted rates of mortality and morbidity observed after a 1-2 year lag. The proposed approach is a potentially powerful and general tool for exploratory analysis of a wide range of time-series data sets.
RESUMO
BACKGROUND: Neonatal encephalopathy (NE) is a major predictor of death and long-term neurologic disability, but there are few studies of antecedents of NE. OBJECTIVES: To identify antecedents in a large registry of infants who had NE. METHODS: This was a maternal and infant record review of 4165 singleton neonates, gestational age of ≥ 36 weeks, meeting criteria for inclusion in the Vermont Oxford Network Neonatal Encephalopathy Registry. RESULTS: Clinically recognized seizures were the most prevalent condition (60%); 49% had a 5-minute Apgar score of ≤ 3 and 18% had a reduced level of consciousness. An abnormal maternal or fetal condition predated labor in 46%; maternal hypertension (16%) or small for gestational age (16%) were the most frequent risk factors. In 8%, birth defects were identified. The most prevalent birth complication was elevated maternal temperature in labor of ≥ 37.5 °C in 27% of mothers with documented temperatures compared with 2% to 3.2% in controls in population-based studies. Clinical chorioamnionitis, prolonged membrane rupture, and maternal hypothyroidism exceeded rates in published controls. Acute asphyxial indicators were reported in 15% (in 35% if fetal bradycardia included) and inflammatory indicators in 24%. Almost one-half had neither asphyxial nor inflammatory indicators. Although most infants with NE were observably ill since the first minutes of life, only 54% of placentas were submitted for examination. CONCLUSIONS: Clinically recognized asphyxial birth events, indicators of intrauterine exposure to inflammation, fetal growth restriction, and birth defects were each observed in term infants with NE, but much of NE in this large registry remained unexplained.
Assuntos
Encefalopatias/epidemiologia , Sistema de Registros , Feminino , Humanos , Recém-Nascido , Masculino , Vermont/epidemiologiaRESUMO
BACKGROUND: In 2006, the Vermont Oxford Network (VON) established the Neonatal Encephalopathy Registry (NER) to characterize infants born with neonatal encephalopathy, describe evaluations and medical treatments, monitor hypothermic therapy (HT) dissemination, define clinical research questions, and identify opportunities for improved care. METHODS: Eligible infants were ≥ 36 weeks with seizures, altered consciousness (stupor, coma) during the first 72 hours of life, a 5 minute Apgar score of ≤ 3, or receiving HT. Infants with central nervous system birth defects were excluded. RESULTS: From 2006-2010, 95 centers registered 4232 infants. Of those, 59% suffered a seizure, 50% had a 5 minute Apgar score of ≤ 3, 38% received HT, and 18% had stupor/coma documented on neurologic exam. Some infants experienced more than one eligibility criterion. Only 53% had a cord gas obtained and only 63% had a blood gas obtained within 24 hours of birth, important components for determining HT eligibility. Sixty-four percent received ventilator support, 65% received anticonvulsants, 66% had a head MRI, 23% had a cranial CT, 67% had a full channel encephalogram (EEG) and 33% amplitude integrated EEG. Of all infants, 87% survived. CONCLUSIONS: The VON NER describes the heterogeneous population of infants with NE, the subset that received HT, their patterns of care, and outcomes. The optimal routine care of infants with neonatal encephalopathy is unknown. The registry method is well suited to identify opportunities for improvement in the care of infants affected by NE and study interventions such as HT as they are implemented in clinical practice.
Assuntos
Encefalopatias/congênito , Sistema de Registros , Encefalopatias/terapia , Humanos , Hipotermia Induzida , Recém-Nascido , VermontRESUMO
OBJECTIVE: To identify changes in mortality and neonatal morbidities for infants with birth weight 501 to 1500 g born from 2000 to 2009. METHODS: There were 355806 infants weighing 501 to 1500 g who were born in 2000-2009. Mortality during initial hospitalization and major neonatal morbidity in survivors (early and late infection, chronic lung disease, necrotizing enterocolitis, severe retinopathy of prematurity, severe intraventricular hemorrhage, and periventricular leukomalacia) were assessed by using data from 669 North American hospitals in the Vermont Oxford Network. RESULTS: From 2000 to 2009, mortality for infants weighing 501 to 1500 g decreased from 14.3% to 12.4% (difference, -1.9%; 95% confidence interval, -2.3% to -1.5%). Major morbidity in survivors decreased from 46.4% to 41.4% (difference, -4.9%; 95% confidence interval, -5.6% to -4.2%). In 2009, mortality ranged from 36.6% for infants 501 to 750 g to 3.5% for infants 1251 to 1500 g, whereas major morbidity in survivors ranged from 82.7% to 18.7%. In 2009, 49.2% of all very low birth weight infants and 89.2% of infants 501 to 750 g either died or survived with a major neonatal morbidity. CONCLUSIONS: Mortality and major neonatal morbidity in survivors decreased for infants with birth weight 501 to 1500 g between 2000 and 2009. However, at the end of the decade, a high proportion of these infants still either died or survived after experiencing ≥ 1 major neonatal morbidity known to be associated with both short- and long-term adverse consequences.
Assuntos
Mortalidade Infantil/tendências , Doenças do Prematuro/mortalidade , Recém-Nascido de muito Baixo Peso , Feminino , Humanos , Recém-Nascido de Peso Extremamente Baixo ao Nascer , Recém-Nascido , Doenças do Prematuro/diagnóstico , Masculino , Morbidade/tendências , Vermont/epidemiologiaRESUMO
CONTEXT: Infants born at very low birth weight (VLBW) require high levels of nursing intensity. The role of nursing in outcomes for these infants in the United States is not known. OBJECTIVE: To examine the relationships between hospital recognition for nursing excellence (RNE) and VLBW infant outcomes. DESIGN, SETTING, AND PATIENTS: Cohort study of 72,235 inborn VLBW infants weighing 501 to 1500 g born in 558 Vermont Oxford Network hospital neonatal intensive care units between January 1, 2007, and December 31, 2008. Hospital RNE was determined from the American Nurses Credentialing Center. The RNE designation is awarded when nursing care achieves exemplary practice or leadership in 5 areas. MAIN OUTCOME MEASURES: Seven-day, 28-day, and hospital stay mortality; nosocomial infection, defined as an infection in blood or cerebrospinal fluid culture occurring more than 3 days after birth; and severe (grade 3 or 4) intraventricular hemorrhage. RESULTS: Overall, the outcome rates were as follows: for 7-day mortality, 7.3% (5258/71,955); 28-day mortality, 10.4% (7450/71,953); hospital stay mortality, 12.9% (9278/71,936); severe intraventricular hemorrhage, 7.6% (4842/63,525); and infection, 17.9% (11,915/66,496). The 7-day mortality was 7.0% in RNE hospitals and 7.4% in non-RNE hospitals (adjusted odds ratio [OR], 0.87; 95% CI, 0.76-0.99; P = .04). The 28-day mortality was 10.0% in RNE hospitals and 10.5% in non-RNE hospitals (adjusted OR, 0.90; 95% CI, 0.80-1.01; P = .08). Hospital stay mortality was 12.4% in RNE hospitals and 13.1% in non-RNE hospitals (adjusted OR, 0.90; 95% CI, 0.81-1.01; P = .06). Severe intraventricular hemorrhage was 7.2% in RNE hospitals and 7.8% in non-RNE hospitals (adjusted OR, 0.88; 95% CI, 0.77-1.00; P = .045). Infection was 16.7% in RNE hospitals and 18.3% in non-RNE hospitals (adjusted OR, 0.86; 95% CI, 0.75-0.99; P = .04). Compared with RNE hospitals, the adjusted absolute decrease in risk of outcomes in RNE hospitals ranged from 0.9% to 2.1%. All 5 outcomes were jointly significant (P < .001). The mean effect across all 5 outcomes was OR, 0.88 (95% CI, 0.83-0.94; P < .001). In a subgroup of 68,253 infants with gestational age of 24 weeks or older, the ORs for RNE for all 3 mortality outcomes and infection were statistically significant. CONCLUSION: Among VLBW infants born in RNE hospitals compared with non-RNE hospitals, there was a significantly lower risk-adjusted rate of 7-day mortality, nosocomial infection, and severe intraventricular hemorrhage but not of 28-day mortality or hospital stay mortality.
Assuntos
Credenciamento/normas , Hospitais/classificação , Recém-Nascido de muito Baixo Peso , Unidades de Terapia Intensiva Neonatal/normas , Cuidados de Enfermagem/normas , Avaliação de Resultados em Cuidados de Saúde , Hemorragia Cerebral/epidemiologia , Estudos de Coortes , Infecção Hospitalar/epidemiologia , Feminino , Mortalidade Hospitalar , Hospitais/normas , Humanos , Recém-Nascido , Masculino , Vermont/epidemiologiaRESUMO
OBJECTIVE: To characterize serious congenital heart disease in very low birth weight (VLBW) infants (born at <1500 g or a gestational age of 22-29 weeks) in a large, international database. PATIENTS AND METHODS: We analyzed a database of 99 786 VLBW infants born or treated at 703 NICUs between calendar years 2006 and 2007. We defined serious congenital heart disease as 1 of 14 specific lesions or any other structural congenital heart disease that required surgical or medical treatment by initial hospital discharge or by the age of 1 year. We reviewed records for all infants with cardiac diagnoses and other genetic syndromes and associations to determine which had serious congenital heart disease. We excluded nonstructural disease as well as isolated and untreated atrial or ventricular septal defects. We determined the frequency of serious congenital heart disease, compared overall mortality rates of those with and without serious congenital heart disease, and determined the distribution of specific lesions and mortality for each diagnosis. RESULTS: Of 99 786 VLBW infants studied, 893 had serious congenital heart disease (8.9 per 1000). The most common lesions were tetralogy of Fallot (n = 166 [18.6% of those with serious congenital heart disease]), aortic coarctation (n = 103 [11.5%]), complete atrioventricular canal (n = 81 [9.1%]), pulmonary atresia (n = 73 [8.2%]), and double-outlet right ventricle (n = 68 [7.6%]). The mortality rate of those with serious congenital heart disease was 44%, compared with 12.7% in those without serious congenital heart disease (P < .0001). CONCLUSIONS: Serious congenital heart disease is probably more frequent in VLBW infants treated in NICUs than in the general live-born population, and the distribution reflects lesions associated with extracardiac malformations. VLBW infants with serious congenital heart disease have higher a mortality rate than those without, independent of other risk factors.