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Schutzman DL, Kuter N, Salvador A, Wyatt D, Snijder J, Peregrino M, Basu R, Irigoyen M. Newborn Weight Loss Tool and Readmission for Hyperbilirubinemia. Am J Perinatol 2024; 41:1373-1378. [PMID: 36580979 DOI: 10.1055/s-0042-1759603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
OBJECTIVE The aim of this study was to determine if the Newborn Weight Loss Tool (NEWT) can predict hospital readmission due to hyperbilirubinemia. STUDY DESIGN This is a case-control study of 93 newborns and 186 controls ≥35 weeks' gestation. All were discharged from the Mother-Baby unit of an urban academic center and subsequently readmitted for hyperbilirubinemia. Controls were matched for date of birth, gestational age, and Bhutani risk zone. All infants were screened for hyperbilirubinemia prior to discharge and managed according to American Academy of Pediatrics guidelines in place at the time. Chi-square, Fisher's exact test, and multivariate analysis were utilized as appropriate. RESULTS There was no significant difference between the groups for a NEWT < 50% at discharge. More cases than controls breastfed. A significantly greater percentage of cases had NEWT > 50% at readmission than discharge. NEWT > 90% was moderately associated with readmission for hyperbilirubinemia (p = 0.081). CONCLUSION NEWT provides a more nuanced assessment of weight loss following birth and can aid in highlighting newborns at risk for readmission due to hyperbilirubinemia. KEY POINTS · Weight loss is a risk factor for readmission after birth.. · NEWT is a more nuanced assessment of weight loss.. · NEWT > 90% is associated with readmission for jaundice..
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Affiliation(s)
- David L Schutzman
- Division of Neonatology, Department of Pediatrics, Einstein Medical Center Philadelphia, Philadelphia, Pennsylvania
| | - Nazli Kuter
- Division of Neonatology, Department of Pediatrics, Einstein Medical Center Philadelphia, Philadelphia, Pennsylvania
- Division of Neonatology, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Agnes Salvador
- Division of Neonatology, Department of Pediatrics, Einstein Medical Center Philadelphia, Philadelphia, Pennsylvania
| | - Dorothy Wyatt
- Division of Neonatology, Department of Pediatrics, Einstein Medical Center Philadelphia, Philadelphia, Pennsylvania
| | - Juan Snijder
- Division of Neonatology, Department of Pediatrics, Einstein Medical Center Philadelphia, Philadelphia, Pennsylvania
- Department of Hematology-Oncology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Manuel Peregrino
- Division of Neonatology, Department of Pediatrics, Einstein Medical Center Philadelphia, Philadelphia, Pennsylvania
| | - Rhea Basu
- Division of Neonatology, Department of Pediatrics, Einstein Medical Center Philadelphia, Philadelphia, Pennsylvania
- Division of Neonatology, Department of Pediatrics, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Matilde Irigoyen
- Division of Neonatology, Department of Pediatrics, Einstein Medical Center Philadelphia, Philadelphia, Pennsylvania
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Reingold SM, Yotvat L, Schimmel MS. Neonatologist at the Well-Child Clinic: A High-Risk Infant Follow-up Pilot Study. Am J Perinatol 2024. [PMID: 38754461 DOI: 10.1055/a-2328-6024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/18/2024]
Abstract
OBJECTIVE High-risk infant follow-up (HRIF) is a complex process lacking standardization. We present a simple, single-provider model that proved effective and is well-received by caregivers. STUDY DESIGN In this study, we measured caregiver use and satisfaction with an HRIF visit attended by an experienced neonatologist in a well-care setting, soon after discharge. RESULTS One hundred parents participated in the survey. Among the infants of these parents, 78% of infants were seen in the first 3 months of life and 39% within 1 month of discharge. Nutrition (98%) and development (97%) were the most commonly discussed topics, followed by general health (95%), iron supplementation (93%), and head size (90%). Using a 5-point Likert's scale, with 5 being the highest rating, parents responded that the meeting answered their questions (4.7, n = 93), organized their infants' needs (4.6, n = 90), and increased their confidence in caring for their infants (4.65, n = 92). CONCLUSION HRIF with an experienced neonatologist is an effective means of increasing parents' understanding of their infants' medical needs and confidence in caring for their infants. KEY POINTS · Meeting with a neonatologist after discharge addressed many crucial aspects of patient care.. · Meeting with a neonatologist after discharge was met with a high level of caregiver satisfaction.. · Neonatal consultation in the community may promote caregiver confidence in caring for their infant.. · Neonatal consultation reduced parental anxiety, especially regarding growth and development..
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Affiliation(s)
- Stephen M Reingold
- Department of Public Health, Municipality of Jerusalem, Jerusalem, Israel
| | - Liora Yotvat
- Department of Public Health, Municipality of Jerusalem, Jerusalem, Israel
| | - Michael S Schimmel
- Department of Public Health, Municipality of Jerusalem, Jerusalem, Israel
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
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3
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Daunhawer I, Schumacher K, Badura A, Vogt JE, Michel H, Wellmann S. Validating the early phototherapy prediction tool across cohorts. Front Pediatr 2023; 11:1229462. [PMID: 37876524 PMCID: PMC10593448 DOI: 10.3389/fped.2023.1229462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 09/27/2023] [Indexed: 10/26/2023] Open
Abstract
Background Hyperbilirubinemia of the newborn infant is a common disease worldwide. However, recognized early and treated appropriately, it typically remains innocuous. We recently developed an early phototherapy prediction tool (EPPT) by means of machine learning (ML) utilizing just one bilirubin measurement and few clinical variables. The aim of this study is to test applicability and performance of the EPPT on a new patient cohort from a different population. Materials and methods This work is a retrospective study of prospectively recorded neonatal data from infants born in 2018 in an academic hospital, Regensburg, Germany, meeting the following inclusion criteria: born with 34 completed weeks of gestation or more, at least two total serum bilirubin (TSB) measurement prior to phototherapy. First, the original EPPT-an ensemble of a logistic regression and a random forest-was used in its freely accessible version and evaluated in terms of the area under the receiver operating characteristic curve (AUROC). Second, a new version of the EPPT model was re-trained on the data from the new cohort. Third, the predictive performance, variable importance, sensitivity and specificity were analyzed and compared across the original and re-trained models. Results In total, 1,109 neonates were included with a median (IQR) gestational age of 38.4 (36.6-39.9) and a total of 3,940 bilirubin measurements prior to any phototherapy treatment, which was required in 154 neonates (13.9%). For the phototherapy treatment prediction, the original EPPT achieved a predictive performance of 84.6% AUROC on the new cohort. After re-training the model on a subset of the new dataset, 88.8% AUROC was achieved as evaluated by cross validation. The same five variables as for the original model were found to be most important for the prediction on the new cohort, namely gestational age at birth, birth weight, bilirubin to weight ratio, hours since birth, bilirubin value. Discussion The individual risk for treatment requirement in neonatal hyperbilirubinemia is robustly predictable in different patient cohorts with a previously developed ML tool (EPPT) demanding just one TSB value and only four clinical parameters. Further prospective validation studies are needed to develop an effective and safe clinical decision support system.
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Affiliation(s)
- Imant Daunhawer
- Department of Computer Science, ETH Zurich, Zurich, Switzerland
| | - Kai Schumacher
- Department of Neonatology, Hospital St. Hedwig of the Order of St. John, University Children’s Hospital Regensburg (KUNO), Regensburg, Germany
| | - Anna Badura
- Department of Neonatology, Hospital St. Hedwig of the Order of St. John, University Children’s Hospital Regensburg (KUNO), Regensburg, Germany
| | - Julia E. Vogt
- Department of Computer Science, ETH Zurich, Zurich, Switzerland
| | - Holger Michel
- Department of Neonatology, Hospital St. Hedwig of the Order of St. John, University Children’s Hospital Regensburg (KUNO), Regensburg, Germany
| | - Sven Wellmann
- Department of Neonatology, Hospital St. Hedwig of the Order of St. John, University Children’s Hospital Regensburg (KUNO), Regensburg, Germany
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4
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Abstract
Significant racial and ethnic disparities exist in birth outcomes and complications related to prematurity. However, little is known about racial and ethnic variations in health outcomes after premature infants are discharged from the neonatal intensive care unit (NICU). We propose a novel, equity-focused conceptual model to guide future evaluations of post-discharge outcomes that centers on a multi-dimensional, comprehensive view of health, which we call thriving. We then apply this model to existing literature on post-discharge inequities, revealing a need for rigorous analysis of drivers and strength-based, longitudinal outcomes.
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Affiliation(s)
- Daria C Murosko
- Division of Neonatology, Children's Hospital of Philadelphia, Philadelphia PA.
| | - Michelle-Marie Peña
- Division of Neonatology, Children's Hospital of Philadelphia, Philadelphia PA; Department of Pediatrics, Division of Neonatology, Emory University School of Medicine and Children's Healthcare of Atlanta
| | - Scott A Lorch
- Division of Neonatology, Children's Hospital of Philadelphia, Philadelphia PA; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; Leonard Davis Institute of Health Economics, University of Pennsylvania; Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia, PA
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5
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Gosdin L, Wallace B, Lanzieri TM, O’Malley Olsen E, Lewis EL, Chang DJ, Khuwaja S, Chicchelly S, Ojo KD, Lush M, Heitner D, Longcore ND, Delgado-López C, Humphries BK, Sizemore L, Mbotha D, Hall AJ, Ellington S, Gilboa SM, Tong VT, Woodworth K. Six-Month Outcomes of Infants Born to People With SARS-CoV-2 in Pregnancy. Pediatrics 2022; 150:e2022059009. [PMID: 36317478 PMCID: PMC9761394 DOI: 10.1542/peds.2022-059009] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/29/2022] [Indexed: 12/04/2022] Open
Abstract
OBJECTIVES To assess the 6-month incidence of laboratory-confirmed severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, postnatal care, hospitalization, and mortality among infants born to people with laboratory-confirmed SARS-CoV-2 infection during pregnancy by timing of maternal infection. METHODS Using a cohort of liveborn infants from pregnancies with SARS-CoV-2 infections in the year 2020 from 10 United States jurisdictions in the Surveillance for Emerging Threats to Mother and Babies Network, we describe weighted estimates of infant outcomes from birth through 6 months of age from electronic health and laboratory records. RESULTS Of 6601 exposed infants with laboratory information through 6 months of age, 1.0% (95% confidence interval: 0.8-1.1) tested positive, 19.1% (17.5-20.6) tested negative, and 80.0% (78.4-81.6) were not known to be tested for SARS-CoV-2. Among those ≤14 days of age, SARS-CoV-2 infection occurred only with maternal infection ≤14 days before delivery. Of 3967 infants with medical record abstraction, breastmilk feeding initiation was lower when maternal infection occurred ≤14 days before delivery compared with >14 days (77.6% [72.5-82.6] versus 88.3% [84.7-92.0]). Six-month all-cause hospitalization was 4.1% (2.0-6.2). All-cause mortality was higher among infants born to people with infection ≤14 days (1.0% [0.4-1.6]) than >14 days (0.3% [0.1-0.5]) before delivery. CONCLUSIONS Results are reassuring, with low incidences of most health outcomes examined. Incidence of infant SARS-CoV-2, breastmilk feeding initiation, and all-cause mortality differed by timing of maternal infection. Strategies to prevent infections and support pregnant people with coronavirus disease 2019 may improve infant outcomes.
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Affiliation(s)
- Lucas Gosdin
- COVID-19 Emergency Response, Centers for Disease Control and Prevention, Atlanta, Georgia
- Epidemic Intelligence Service, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Bailey Wallace
- COVID-19 Emergency Response, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Tatiana M. Lanzieri
- COVID-19 Emergency Response, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Emily O’Malley Olsen
- COVID-19 Emergency Response, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Elizabeth L. Lewis
- COVID-19 Emergency Response, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Daniel J. Chang
- COVID-19 Emergency Response, Centers for Disease Control and Prevention, Atlanta, Georgia
- Oak Ridge Institute for Science and Education, U.S. Department of Energy, Oak Ridge, Tennessee
| | | | | | | | - Mamie Lush
- Nebraska Department of Health and Human Services, Lincoln, Nebraska
| | | | | | | | - Brian K. Humphries
- South Carolina Department of Health and Environmental Control Columbia, South Carolina
| | | | - Deborah Mbotha
- Washington State Department of Health, Olympia, Washington
| | - Aron J. Hall
- COVID-19 Emergency Response, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Sascha Ellington
- COVID-19 Emergency Response, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Suzanne M. Gilboa
- COVID-19 Emergency Response, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Van T. Tong
- COVID-19 Emergency Response, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Kate Woodworth
- COVID-19 Emergency Response, Centers for Disease Control and Prevention, Atlanta, Georgia
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6
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Milliren CE, Melvin P, Ozonoff A. A Comparison of Methods Examining Time-to-Readmission in the First Year of Life. Hosp Pediatr 2022; 12:988-994. [PMID: 36257991 DOI: 10.1542/hpeds.2021-006406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
BACKGROUND AND OBJECTIVES Readmissions analyses typically calculate time-to-readmission relative to hospital discharge. For newborns, this definition can be challenging when comparing groups with disparate birth stays. We compare 2 approaches to calculate readmissions and examine 1 year readmissions for newborns with versus without neonatal opioid withdrawal syndrome (NOWS; mean length of stay = 17 vs 2 days). METHODS Using birth discharge data from the Pediatric Health Information System (PHIS), we compared crude and adjusted 1 year readmissions by NOWS diagnosis using Cox regression models predicting time-to-readmission from: (1) birth discharge; and (2) birth (day-of-life), with left truncation allowing for delayed entry into the at-risk period at birth discharge. RESULTS We included N = 155 885 birth discharges (n = 1467 with NOWS). At 1 year, 10% of infants with NOWS versus 6% without had been readmitted. Readmission risk was highest within 1 week since discharge or birth for newborns without NOWS, whereas those with NOWS were at higher risk later into infancy. NOWS was associated with a higher adjusted hazard of 1 year readmissions since discharge (adjusted hazard ratio [aHR]=1.58; 95% CI: 1.20-2.08) and a higher adjusted hazard of 1 year readmissions since birth (aHR = 1.56; 95% CI: 1.21-2.03). Estimates vary by choice of index date, particularly at early time-points, converging later into infancy. CONCLUSIONS Our findings underscore the importance of methodological decisions for newborn readmissions. Although results were similar at 1 year with nearly identical adjusted hazards, approaches differed substantially through the neonatal period.
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Affiliation(s)
| | | | - Al Ozonoff
- Division of Infectious Diseases, Boston Children's Hospital, Boston, Massachusetts; and.,Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
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7
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Koch G, Wilbaux M, Kasser S, Schumacher K, Steffens B, Wellmann S, Pfister M. Leveraging Predictive Pharmacometrics-Based Algorithms to Enhance Perinatal Care-Application to Neonatal Jaundice. Front Pharmacol 2022; 13:842548. [PMID: 36034866 PMCID: PMC9402995 DOI: 10.3389/fphar.2022.842548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 06/16/2022] [Indexed: 11/24/2022] Open
Abstract
The field of medicine is undergoing a fundamental change, transforming towards a modern data-driven patient-oriented approach. This paradigm shift also affects perinatal medicine as predictive algorithms and artificial intelligence are applied to enhance and individualize maternal, neonatal and perinatal care. Here, we introduce a pharmacometrics-based mathematical-statistical computer program (PMX-based algorithm) focusing on hyperbilirubinemia, a medical condition affecting half of all newborns. Independent datasets from two different centers consisting of total serum bilirubin measurements were utilized for model development (342 neonates, 1,478 bilirubin measurements) and validation (1,101 neonates, 3,081 bilirubin measurements), respectively. The mathematical-statistical structure of the PMX-based algorithm is a differential equation in the context of non-linear mixed effects modeling, together with Empirical Bayesian Estimation to predict bilirubin kinetics for a new patient. Several clinically relevant prediction scenarios were validated, i.e., prediction up to 24 h based on one bilirubin measurement, and prediction up to 48 h based on two bilirubin measurements. The PMX-based algorithm can be applied in two different clinical scenarios. First, bilirubin kinetics can be predicted up to 24 h based on one single bilirubin measurement with a median relative (absolute) prediction difference of 8.5% (median absolute prediction difference 17.4 μmol/l), and sensitivity and specificity of 95.7 and 96.3%, respectively. Second, bilirubin kinetics can be predicted up to 48 h based on two bilirubin measurements with a median relative (absolute) prediction difference of 9.2% (median absolute prediction difference 21.5 μmol/l), and sensitivity and specificity of 93.0 and 92.1%, respectively. In contrast to currently available nomogram-based static bilirubin stratification, the PMX-based algorithm presented here is a dynamic approach predicting individual bilirubin kinetics up to 48 h, an intelligent, predictive algorithm that can be incorporated in a clinical decision support tool. Such clinical decision support tools have the potential to benefit perinatal medicine facilitating personalized care of mothers and their born and unborn infants.
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Affiliation(s)
- Gilbert Koch
- Pediatric Pharmacology and Pharmacometrics, University Children’s Hospital Basel (UKBB), University of Basel, Basel, Switzerland
- NeoPrediX AG, Basel, Switzerland
| | - Melanie Wilbaux
- Pediatric Pharmacology and Pharmacometrics, University Children’s Hospital Basel (UKBB), University of Basel, Basel, Switzerland
| | - Severin Kasser
- Division of Neonatology, University Children’s Hospital Basel (UKBB), University of Basel, Basel, Switzerland
| | - Kai Schumacher
- Department of Neonatology, Hospital St. Hedwig of the Order of St. John of God, University Children’s Hospital Regensburg (KUNO), University of Regensburg, Regensburg, Germany
| | - Britta Steffens
- Pediatric Pharmacology and Pharmacometrics, University Children’s Hospital Basel (UKBB), University of Basel, Basel, Switzerland
- NeoPrediX AG, Basel, Switzerland
| | - Sven Wellmann
- NeoPrediX AG, Basel, Switzerland
- Division of Neonatology, University Children’s Hospital Basel (UKBB), University of Basel, Basel, Switzerland
- Department of Neonatology, Hospital St. Hedwig of the Order of St. John of God, University Children’s Hospital Regensburg (KUNO), University of Regensburg, Regensburg, Germany
| | - Marc Pfister
- Pediatric Pharmacology and Pharmacometrics, University Children’s Hospital Basel (UKBB), University of Basel, Basel, Switzerland
- NeoPrediX AG, Basel, Switzerland
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8
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Weimer KED, Bidegain M, Shaikh SK, Couchet P, Tanaka DT, Athavale K. Comparison of short-term outcomes of 35-weeks' gestation infants cared for in a level II NICU vs mother-baby, a retrospective study. J Neonatal Perinatal Med 2022; 15:643-651. [PMID: 35661024 DOI: 10.3233/npm-221015] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Late preterm infants are at high risk for medical complications and represent a growing NICU population. While 34-weeks' gestation infants are generally admitted to the NICU and 36-weeks'gestation infants stay in mother-baby, there is wide practice variation for 35-weeks'gestation infants. The objective of this study was to compare short-term outcomes of 35-weeks' gestation infants born at two hospitals within the same health system (DUHS), where one (DRH) admits all 35-weeks' gestation infants to their level II NICU and the other (DUH) admits all 35-weeks' gestation infants to mother-baby, unless clinical concern. METHODS We conducted a retrospective cohort analysis of 35-weeks' gestation infants born at DUHS from 2014-2019. Infant specific data were collected for birth, demographics, medications, medical therapies, LOS, ED visits and readmissions. 35-weeks' gestation infants at each hospital (DRH vs DUH) that met inclusion criteria were compared, regardless of unit(s) of care. RESULTS 726 infants of 35-weeks' gestation were identified, 591 met our inclusion criteria (DUH -462, DRH -129). Infants discharged from DRH were more likely to receive medical therapies (caffeine, antibiotics, blood culture, phototherapy, NGT), had a 4 day longer LOS, but were more likely to feed exclusively MBM at discharge. There were no differences in ED visits; however, more infants from DUH were readmitted within 30 days of discharge. CONCLUSIONS Our findings suggest admitting 35-weeks' gestation infants directly to the NICU increases medical interventions and LOS, but might reduce hospital readmissions.
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Affiliation(s)
- K E D Weimer
- Department of Pediatrics, Duke University, Durham, NC, USA
| | - M Bidegain
- Department of Pediatrics, Duke University, Durham, NC, USA
| | - S K Shaikh
- Department of Pediatrics, Duke University, Durham, NC, USA
| | - P Couchet
- Department of Pediatrics, Duke University, Durham, NC, USA.,Hospital de Clínicas, Departamento de Neonatología, UDELAR, Montevideo, Uruguay
| | - D T Tanaka
- Department of Pediatrics, Duke University, Durham, NC, USA
| | - K Athavale
- Department of Pediatrics, Duke University, Durham, NC, USA
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9
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Risk factors for hospital readmission among infants with prolonged neonatal intensive care stays. J Perinatol 2022; 42:624-630. [PMID: 34815520 DOI: 10.1038/s41372-021-01276-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 08/31/2021] [Accepted: 11/10/2021] [Indexed: 11/08/2022]
Abstract
OBJECTIVE To assess risk factors associated with 30-day hospital readmission after a prolonged neonatal intensive care stay. STUDY DESIGN Retrospective analysis of 57,035 infants discharged >14 days from the NICU between 2013 and 2016. Primary outcome was 30-day, all-cause hospital readmission. Adjusted likelihood of readmission accounting for demographic and clinical characteristics, including chronic conditions was also estimated. RESULTS The 30-day readmission rate was 10.7%. Respiratory problems accounted for most (31.0%) readmissions. In multivariable analysis, shunted hydrocephalus [OR 2.2 (95%CI 1.8-2.7)], gastrostomy tube [OR 2.0 (95%CI 1.8-2.3)], tracheostomy [OR 1.5 (95%CI 1.2-1.8)], and use of public insurance [OR 1.3 (95%CI 1.2-1.4)] had the highest likelihood of readmission. Adjusted hospital readmission rates varied significantly (p < 0.001) across hospitals. CONCLUSIONS The likelihood of hospital readmission was highest for infants with indwelling medical devices and public insurance. These findings will inform future initiatives to reduce readmission for high risk infants with medical and social complexity.
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10
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Schuh TL, Mithal LB, Naureckas S, Miller ES, Garfield CF, Shah MD. Outcomes from birth to 6 months of publicly insured infants born to mothers with severe acute respiratory syndrome coronavirus 2 infection in the United States. J Perinat Med 2022; 50:334-342. [PMID: 34882359 PMCID: PMC8997689 DOI: 10.1515/jpm-2021-0251] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 11/29/2021] [Indexed: 12/23/2022]
Abstract
OBJECTIVES We evaluated inpatient management, transition to home, breastfeeding, growth, and clinical outcomes of infants born to mothers diagnosed with SARS-CoV-2 infection in pregnancy and followed in a Federally Qualified Health Center (FQHC), that serves a diverse and low-income patient population, from birth through 6 months of life. METHODS Infants born between 4/3/20 and 7/26/20 at Prentice Women's Hospital with mothers who received prenatal care at Erie Family Health Center (Erie), the second largest FQHC in Illinois, and had confirmed SARS-CoV-2 during pregnancy were included. Data were abstracted from delivery hospital admission and outpatient follow-up appointments between 4/8/20 and 2/4/21. RESULTS Thirty-three infants met inclusion criteria. Average gestational age was 38.9 weeks (IQR 37.6-40.4), 3 (10%) were premature and 5 (15%) required NICU admission. Nearly all (97%) mothers expressed intent to breastfeed. Outpatient follow-up rates were similar to historical cohorts and 82% (23/28) of infants were vaccination compliant. Growth parameters showed normal distributions at all time points. At 6 months, any and exclusive breast milk feeding rates were lower compared to historic cohorts (18 vs. 36%, p<0.05, 0 vs. 21%, p<0.01). Three infants (10%) received development-related referrals, one carried an underlying genetic diagnosis. Outpatient visits were predominantly face-to-face with telemedicine use comprising only 6% of visits (11/182). CONCLUSIONS Longitudinal follow-up of 33 publicly insured infants born to mothers with SARS-CoV-2 infection in pregnancy followed in an FQHC showed high rates of follow-up and vaccination compliance, normal growth patterns and reassuring clinical status, and lower than expected rates of breastfeeding.
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Affiliation(s)
| | - Leena B. Mithal
- Northwestern University, Feinberg School of Medicine, Chicago, IL, USA,Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, USA
| | - Sara Naureckas
- Erie Family Health Centers, Chicago, IL, USA,Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | - Emily S. Miller
- Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | - Craig F. Garfield
- Northwestern University, Feinberg School of Medicine, Chicago, IL, USA,Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, USA
| | - Malika D. Shah
- Northwestern University, Feinberg School of Medicine, Chicago, IL, USA,Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, USA
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11
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Nelin T, Burris HH. In Utero Exposure to Air Pollution May Increase the Risk of Neonatal Hyperbilirubinemia. J Pediatr 2022; 242:8-9. [PMID: 34838580 DOI: 10.1016/j.jpeds.2021.11.057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 11/22/2021] [Indexed: 10/19/2022]
Affiliation(s)
- Timothy Nelin
- Division of Neonatology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Heather H Burris
- Division of Neonatology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; Department of Pediatrics, Center of Excellence in Environmental Toxicology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania.
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12
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Hanin EA, Rayan H, Hani T, Taleb J, Dany AH, Lama C. Breastfeeding and Readmission for Hyperbilirubinemia in Late Preterm and Term Infants in Beirut, Lebanon. Indian Pediatr 2021. [DOI: 10.1007/s13312-022-2472-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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13
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Lin C, Hsu S, Lu HF, Pan LF, Yan YH. Comparison of Back-Propagation Neural Network, LACE Index and HOSPITAL Score in Predicting All-Cause Risk of 30-Day Readmission. Risk Manag Healthc Policy 2021; 14:3853-3864. [PMID: 34548831 PMCID: PMC8449689 DOI: 10.2147/rmhp.s318806] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 08/27/2021] [Indexed: 11/30/2022] Open
Abstract
Background The main purpose of this study is to predict the all-cause risk of 30-day readmission by employing the back-propagation neural network (BPNN) in comparison with traditional risk assessment tools of LACE index and HOSPITAL scores. Methods This was a retrospective cohort study from January 1st, 2018 to December 31st, 2019. A total of 55,688 hospitalizations from a medical center in Taiwan were examined. The LACE index (length of stay, acute admission, Charlson comorbidity index score, emergency department visits in previous 6 months) and HOSPITAL score (hemoglobin level at discharge, discharge from an Oncology service, sodium level at discharge, procedure during hospital stay, Index admission type, number of hospital admissions during the previous year, length of stay) are calculated. We employed variables from LACE index and HOSPITAL score as the input vector of BPNN for comparison purposes. Results The BPNN constructed in the current study has a considerably better ability with a C statistics achieved 0.74 (95% CI 0.73 to 0.75), which is statistically significant larger than that of the other two models using DeLong’s test. Also, it was possible to achieve higher sensitivity (70.32%) without penalizing the specificity (71.76%) and accuracy (71.68%) at its optimal threshold, which is at the 20% of patients with the highest predicted risk. Moreover, it is much more informative than the other two methods because of a considerably higher LR+ and a lower LR-. Conclusion Our findings suggest that more attention should be paid to methods based on non-linear classification systems, as they lead to substantial differences in risk-scores.
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Affiliation(s)
- Chaohsin Lin
- Department of Risk Management and Insurance, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan
| | - Shuofen Hsu
- Department of Risk Management and Insurance, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan
| | - Hsiao-Feng Lu
- Department of Anesthesiology, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan.,College of Medicine, Chang Gung University, Kaohsiung, Taiwan
| | - Li-Fei Pan
- Department of Medical Affair Administration, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - Yu-Hua Yan
- Department of Medical Research, Tainan Municipal Hospital (Managed by Show Chwan Medical Care Corporation), Tainan, Taiwan
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Milliren CE, Melvin P, Ozonoff A. Pediatric Hospital Readmissions for Infants With Neonatal Opioid Withdrawal Syndrome, 2016-2019. Hosp Pediatr 2021; 11:979-988. [PMID: 34417200 DOI: 10.1542/hpeds.2021-005904] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
BACKGROUND AND OBJECTIVES Neonatal opioid withdrawal syndrome (NOWS) is associated with long and costly birth hospitalization and increased readmission risk. Our objective was to examine readmissions in the first year of life for infants diagnosed with NOWS compared with infants without NOWS, adjusting for sociodemographic and clinical factors, and to describe use during readmissions in this population. METHODS Using data from the Pediatric Health Information System, we identified singleton term infants with NOWS and without NOWS or other major condition (by diagnosis codes and All Patient Refined Diagnosis Related Groups coding, respectively) discharged from 2016 to 2019. We predicted time to first readmission within the first year of life using Cox regression analysis. Predictors included NOWS diagnosis, sociodemographic factors, birth NICU use, and birth weight. RESULTS We included 155 885 birth discharges from 17 hospitals (n = 1467 NOWS) with 10 087 readmissions. Unadjusted 1-year readmission rates were 9.9% among NOWS infants versus 6.2% among those without NOWS. The adjusted hazard ratio for readmission within the first year was 1.76 (95% confidence interval: 1.40-2.22) for infants with NOWS versus those without. Readmissions for infants with NOWS were longer and costlier and more likely to require intensive care and mechanical ventilation. Readmissions among infants without NOWS were most commonly for jaundice and respiratory and other infections, whereas respiratory infections were the leading cause of readmissions among NOWS infants. CONCLUSIONS Infants with a NOWS diagnosis were more likely to be readmitted within the first year of life. In future work, researchers should explore potential interventions to prevent readmissions and provide resources to families affected by opioid dependence.
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Affiliation(s)
| | | | - Al Ozonoff
- Division of Infectious Diseases, Boston Children's Hospital, Boston, Massachusetts
- Department of Pediatrics, Harvard Medical School, Harvard University, Boston, Massachusetts
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Kardum D, Serdarušić I, Biljan B, Šantić K, Živković V, Kos M. Cord blood bilirubin and prediction of neonatal hyperbilirubinemia and perinatal infection in newborns at risk of hemolysis. J Pediatr (Rio J) 2021; 97:440-444. [PMID: 33049218 PMCID: PMC9432075 DOI: 10.1016/j.jped.2020.08.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 08/17/2020] [Accepted: 08/18/2020] [Indexed: 12/02/2022] Open
Abstract
OBJECTIVE To assess the accuracy of umbilical cord bilirubin values to predict jaundice in the first 48h of life and neonatal infection. METHOD Newborn infants treated at a regional well-baby nursery born at ≥36 weeks of gestation were included in this retrospective cohort study. All infants born in a 3-year period from mothers with O blood type and/or Rh-negative were included and had the umbilical cord bilirubin levels measured. Hyperbilirubinemia in the first 48h was defined as bilirubin levels above the phototherapy threshold. Neonatal infection was defined as any antibiotic treatment before discharge. RESULTS A total of 1360 newborn infants were included. Two hundred and three (14.9%) newborn infants developed hyperbilirubinemia in the first 48h of life. Hyperbilirubinemic infants had smaller birth weight, higher levels of umbilical cord bilirubin, a higher rate of infection and were more often direct antiglobulin test positive. Umbilical cord bilirubin had a sensitivity of 76.85% and a specificity of 69.58% in detecting hyperbilirubinemia in the first 48h, with the cut-off value at 34μmol/L. The area under the receiver operating characteristic curve was 0.80 (95% CI: 0.78-0.82). Umbilical cord bilirubin had a sensitivity of 27.03% and specificity of 91.31% in detecting perinatal infection. The area under the receiver operating characteristic (ROC) curve was 0.59 (95% CI: 0.57-0.63). CONCLUSIONS A positive correlation was found between umbilical cord bilirubin and hyperbilirubinemia in the first 48h of life. Umbilical cord bilirubin is a poor marker for predicting neonatal infection.
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Affiliation(s)
- Darjan Kardum
- University Hospital Osijek, Department of Pediatrics, Osijek, Croatia; J. J. Strossmayer University of Osijek, School of Medicine, Osijek, Croatia.
| | - Ivana Serdarušić
- University Hospital Osijek, Department of Pediatrics, Osijek, Croatia; J. J. Strossmayer University of Osijek, School of Medicine, Osijek, Croatia
| | - Borna Biljan
- University Hospital Osijek, Department of Pediatrics, Osijek, Croatia; J. J. Strossmayer University of Osijek, School of Medicine, Osijek, Croatia
| | - Krešimir Šantić
- University Hospital Osijek, Department of Pediatrics, Osijek, Croatia; J. J. Strossmayer University of Osijek, School of Medicine, Osijek, Croatia
| | - Vinko Živković
- University Hospital Osijek, Department of Pediatrics, Osijek, Croatia
| | - Martina Kos
- University Hospital Osijek, Department of Pediatrics, Osijek, Croatia; J. J. Strossmayer University of Osijek, School of Medicine, Osijek, Croatia
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Liu SY, Lim S. Difference in Hospital Utilization Within the First 12 Months Among Low-Birth-Weight Infants in Medicaid Managed Care Versus Fee-for-Service: A Regression Discontinuity Study. Matern Child Health J 2021; 25:1410-1419. [PMID: 34138454 DOI: 10.1007/s10995-021-03185-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/09/2021] [Indexed: 11/27/2022]
Abstract
OBJECTIVE To examine the effect of Medicaid managed care (MMC) versus Medicaid fee-for-service (FFS) on emergency department (ED) use and hospitalization during the first 6 and 12 months of life among low-birth-weight (LBW) infants. METHODS We used the New York City Office of Vital Statistics-Statewide Planning and Research Cooperative System (OVS-SPARCS) dataset to identify 9135 LBW infants born to female Medicaid beneficiaries in New York City from January 2008-March 2012. We applied a robust regression discontinuity framework using a New York State Medicaid policy in effect at that time. This policy automatically enrolled infants born to female Medicaid beneficiaries to Medicaid managed care (MMC) or Medicaid fee-for-service (FFS) based on their birth weight (less than 1200 g vs. 1200-2500 g) during the first 6 months of their lives. RESULTS LBW infants in MMC had an average 0.16% points higher probability of being hospitalized within the first year of their lives than those in Medicaid FFS (p-value = 0.04). CONCLUSIONS FOR PRACTICE More research is necessary to understand possible differences in healthcare utilization between MMC and FFS participants with high health risks.
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Affiliation(s)
- Sze Yan Liu
- Department of Public Health, Montclair State University, Montclair, NJ, USA.
- Division of Epidemiological Services, New York City Department of Health and Mental Hygiene, Long Island City, NY, USA.
| | - Sungwoo Lim
- Division of Epidemiological Services, New York City Department of Health and Mental Hygiene, Long Island City, NY, USA
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Shrestha S, Roberts MH, Maxwell JR, Leeman LM, Bakhireva LN. Post-discharge healthcare utilization in infants with neonatal opioid withdrawal syndrome. Neurotoxicol Teratol 2021; 86:106975. [PMID: 33766722 DOI: 10.1016/j.ntt.2021.106975] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 03/10/2021] [Accepted: 03/15/2021] [Indexed: 12/15/2022]
Abstract
The opioid epidemic in the United States has led to a significant increase in the incidence of neonatal opioid withdrawal syndrome (NOWS); however, the understanding of long-term consequences of NOWS is limited. The objective of this study was to evaluate post-discharge healthcare utilization in infants with NOWS and examine the association between NOWS severity and healthcare utilization. A retrospective cohort design was used to ascertain healthcare utilization in the first year after birth-related discharge using the CERNER Health Facts® database. ICD-9/ICD-10 diagnostic codes were used to identify live births and to classify infants into two study groups: NOWS and uncomplicated births (a 25% random sample). Evaluated outcomes included rehospitalization, emergency department (ED) visits within 30-days and one-year after discharge, and a composite one-year utilization event (either hospitalization or emergency department visit during that year). NOWS severity was operationalized as pharmacologic treatment, length of hospitalization, and medical conditions often associated with NOWS. In 3,526 infants with NOWS (restricted to gestational age ≥ 33 weeks), NOWS severity was associated with an increase in composite one-year utilization (OR: 1.1; 95% CI: 1.04-1.2) after adjusting for prematurity, sepsis, jaundice, use of antibiotics, infant sex, insurance status, race, hospital bed size, year of birth, and census division. In a subset of full-term infants (3008 with NOWS and 88,452 uncomplicated births), having a NOWS diagnosis was associated with higher odds of a 30-day (OR: 1.6; 95% CI: 1.03-2.4) and one-year rehospitalization (OR: 1.6; 95% CI: 1.1-2.4) after adjusting for infant sex, race, type of medical insurance, hospital location, census division, year of primary encounter, hospital bed size, and medical conditions. This study found higher healthcare utilization during the first year of life in infants diagnosed with NOWS, especially those with severe NOWS. Findings suggest a need for closer post-discharge follow-up and management of infants with NOWS.
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Affiliation(s)
- Shikhar Shrestha
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA (Current Affiliation), United States of America; Department of Pharmacy Practice and Administrative Sciences, College of Pharmacy, University of New Mexico, Albuquerque, NM (Institution where the research was carried out), United States of America.
| | - Melissa H Roberts
- Department of Pharmacy Practice and Administrative Sciences, College of Pharmacy, University of New Mexico, Albuquerque, NM (Institution where the research was carried out), United States of America
| | - Jessie R Maxwell
- Department of Pediatrics, University of New Mexico, Albuquerque, NM, United States of America
| | - Lawrence M Leeman
- Department of Family and Community Medicine, University of New Mexico, Albuquerque, NM, United States of America
| | - Ludmila N Bakhireva
- Department of Pharmacy Practice and Administrative Sciences, College of Pharmacy, University of New Mexico, Albuquerque, NM (Institution where the research was carried out), United States of America; Department of Family and Community Medicine, University of New Mexico, Albuquerque, NM, United States of America; Division of Epidemiology, Biostatistics and Preventive Medicine, Department of Internal Medicine, University of New Mexico, Albuquerque, NM, United States of America
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du Plessis-Faurie AS, Poggenpoel M, Myburgh CPH, Jacobs WO. Towards community-based nursing: Mothers' experiences caring for their preterm infants in an informal settlement, Gauteng. Health SA 2021; 25:1437. [PMID: 33391826 PMCID: PMC7756596 DOI: 10.4102/hsag.v25i0.1437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2020] [Accepted: 09/29/2020] [Indexed: 11/15/2022] Open
Abstract
Background Pregnant women who experience preterm labour rush to public hospitals closest to the informal settlement in which they reside. Preterm infants are discharged when they reach a certain weight. Mothers take their preterm infants to their homes inside the informal settlements. Yet, preterm infants have special needs and require specific management. Research confirmed that nurses working in community clinics near informal settlements are unaware of the challenges faced by such mothers. Community nurses are at the heart of nursing, they work closest to the community and have a distinct opportunity to provide contextual, community-based care and support to these mothers, to promote good health and prevent diseases. Aim This article aims to enhance community nurses’ insight about the mothers’ experiences in caring for their preterm infants post-hospitalisation. Setting The study was conducted in an informal settlement in Midvaal, Gauteng. Methods A qualitative, exploratory, descriptive and contextual research design was used. In-depth, phenomenological interviews were conducted with 10 purposefully sampled mothers to explore their experiences in caring for their preterm infants in an informal settlement. Data were analysed using Giorgi’s coding method. Ethical approval was received from the University of Johannesburg. Measures were applied to ensure trustworthiness. Results Three themes emerged: mothers experienced intrapersonal responses, interpersonal responses and numerous physical challenges in taking care of their preterm infants. Conclusion Study findings revealed that mothers experienced several responses in caring for their preterm infants. Sharing their experiences can enhance community clinic nurses’ insight to provide contextual health education.
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Affiliation(s)
- Alida S du Plessis-Faurie
- Department of Nursing Sciences, Faculty of Health, University of Johannesburg, Johannesburg, South Africa
| | - Marie Poggenpoel
- Department of Nursing Sciences, Faculty of Health, University of Johannesburg, Johannesburg, South Africa
| | - Chris P H Myburgh
- Department of Nursing Sciences, Faculty of Health, University of Johannesburg, Johannesburg, South Africa
| | - Wanda O Jacobs
- Department of Nursing Sciences, Faculty of Health, University of Johannesburg, Johannesburg, South Africa
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Abdulla L, McGowan EC, Tucker RJ, Vohr BR. Disparities in Preterm Infant Emergency Room Utilization and Rehospitalization by Maternal Immigrant Status. J Pediatr 2020; 220:27-33. [PMID: 32111378 DOI: 10.1016/j.jpeds.2020.01.052] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 01/22/2020] [Accepted: 01/22/2020] [Indexed: 11/30/2022]
Abstract
OBJECTIVE To evaluate the effects of immigrant mother status and risk factors on the rates of emergency room (ER) visits and rehospitalizations of preterm infants within 90 days after discharge. STUDY DESIGN This was a retrospective cohort study of 732 mothers of 866 preterm infants (<37 weeks of gestational age) cared for in a neonatal intensive care unit (NICU) for >5 days. Medical and demographic data and number of ER visits and rehospitalizations were collected. The primary outcomes were the numbers of ER visits and rehospitalizations. Analysis included bivariate comparisons of immigrant and native mother-infant dyads. Regression models were run to estimate the effects of immigrant mother status and risk factors. RESULTS Compared with native mothers, immigrant mothers (176 of 732; 24%) were more likely to be older, to be gravida >1, to be nonwhite, to have a non-English primary language, to have less than a high school education, and to have Medicaid insurance but less likely to have child protective services, substance abuse, and a mental health disorder. Infants of immigrant mothers (203 of 866; 23%) had higher rates of ER visits and more days of hospitalization compared with infants of native mothers. Among immigrant mothers only, >5 years living in the US, non-English primary language, and bronchopulmonary dysplasia (BPD) were predictive of ER visits, whereas Medicaid and BPD were predictive of rehospitalization. For the total cohort, after an interaction between Medicaid and immigrant status was added to the model, immigrant status became nonsignificant and immigrant mothers with Medicaid emerged as a strong predictor of hospitalization and a borderline predictor for ER visits. CONCLUSIONS Among immigrant mothers, non-English primary language, >5 years living in the US, and BPD increased the odds of an ER visit. For the total cohort, however, the interaction of immigrant mother with Medicaid as a marker of poverty provided a significant modifying effect on increased rehospitalization and ER use.
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Affiliation(s)
- Layla Abdulla
- Division of Biology and Medicine, Undergraduate Program, Brown University, Providence, RI
| | - Elisabeth C McGowan
- Division of Biology and Medicine, Undergraduate Program, Brown University, Providence, RI; Division of Neonatology, Women & Infants Hospital of Rhode Island, Providence, RI; Department of Pediatrics, Alpert Medical School of Brown University, Providence, RI
| | - Richard J Tucker
- Division of Neonatology, Women & Infants Hospital of Rhode Island, Providence, RI
| | - Betty R Vohr
- Division of Biology and Medicine, Undergraduate Program, Brown University, Providence, RI; Division of Neonatology, Women & Infants Hospital of Rhode Island, Providence, RI; Department of Pediatrics, Alpert Medical School of Brown University, Providence, RI.
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Wehrmeister FC, Victora CG, Horta BL, Menezes AMB, Santos IS, Bertoldi AD, da Silva BGC, Barros FC. Hospital admissions in the first year of life: inequalities over three decades in a southern Brazilian city. Int J Epidemiol 2019; 48:i63-i71. [PMID: 30883660 PMCID: PMC6422058 DOI: 10.1093/ije/dyy228] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/08/2018] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Hospital admissions in infancy are declining in several countries. We describe admissions to neonatal intensive care units (NICU) and other hospitalizations over a 33-year period in the Brazilian city of Pelotas. METHODS We analysed data from four population-based birth cohorts launched in 1982, 1993, 2004 and 2015, each including all hospital births in the calendar year. NICU and other hospital admissions during infancy were reported by the mothers in the perinatal interview and at the 12-month visit, respectively. We describe these outcomes by sex of the child, family income and maternal skin colour. RESULTS In 1982, NICUs did not exist in the city; admissions into NICUs increased from 2.7% of all newborns in 1993 to 6.7% in 2015, and admission rates were similar in all income groups. Hospitalizations during the first year of life fell by 29%, from 23.7% in 1982 to 16.8% in 2015, and diarrhoea admissions fell by 95.2%. Pneumonia admissions fell by 46.3% from 1993 to 2015 (no data available for 1982). Admissions due to perinatal causes increased during the period. In the poorest income quintile, total admissions fell by 33% (from 35.7% to 23.9%), but in the richest quintile these remained stable at around 10%, leading to a reduction in inequalities. Over the whole period, children born to women with black or brown skin were 30% more likely to be admitted than those of white-skinned mothers. CONCLUSIONS Whereas NICU admissions increased, total admissions in the first year of life declined by nearly one-third. Socioeconomic disparities were reduced, but important gaps remain.
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Affiliation(s)
| | - Cesar G Victora
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil
| | - Bernardo L Horta
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil
| | - Ana M B Menezes
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil
| | - Iná S Santos
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil
| | | | - Bruna G C da Silva
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil
| | - Fernando C Barros
- Postgraduate Program in Health and Behavior, Catholic University of Pelotas, Pelotas, Brazil
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Pauly V, Mendizabal H, Gentile S, Auquier P, Boyer L. Predictive risk score for unplanned 30-day rehospitalizations in the French universal health care system based on a medico-administrative database. PLoS One 2019; 14:e0210714. [PMID: 30861004 PMCID: PMC6414180 DOI: 10.1371/journal.pone.0210714] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 12/31/2018] [Indexed: 11/18/2022] Open
Abstract
Background Reducing unplanned rehospitalizations is one of the priorities of health care policies in France and other Western countries. An easy-to-use algorithm for identifying patients at higher risk of rehospitalizations would help clinicians prioritize actions and care concerning discharge transitions. Our objective was to develop a predictive unplanned 30-day all-cause rehospitalization risk score based on the French hospital medico-administrative database. Methods This was a retrospective cohort study of all 2015 discharges from acute-care inpatient hospitalizations in a tertiary-care university center comprising four hospitals. The study endpoint was unplanned 30-day all-cause rehospitalization via emergency departments, and we collected sociodemographic, clinical, and hospital characteristics based on hospitalization database computed for reimbursement of fees. We derived a predictive rehospitalization risk score using a split-sample design and multivariate logistic regression, and we compared the discriminative properties with the LACE index risk-score. Result Our analysis included 118,650 hospitalizations, of which 4,127 (3.5%) led to rehospitalizations via emergency departments. Variables independently associated with rehospitalization were age, gender, state-funded medical assistance, as well as disease category and severity, Charlson comorbidity index, hospitalization via emergency departments, length of stay (LOS), and previous hospitalizations 6 months before. The predictive rehospitalization risk score yielded satisfactory discriminant properties (C statistic: 0.74) exceeding the LACE index (0.66). Conclusion Our findings indicate that the possibility of unplanned rehospitalization remains high for some patient characteristics, indicating that targeted interventions could be beneficial for patients at the greatest risk. We developed an easy-to-use predictive rehospitalization risk-score of unplanned 30-day all-cause rehospitalizations with satisfactory discriminant properties. Future works should, however, explore if other data from electronic medical records and other databases could improve the accuracy of our predictive rehospitalization risk score based on medico-administrative data.
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Affiliation(s)
- Vanessa Pauly
- Aix-Marseille University, Public Health, Chronic Diseases and Quality of Life—Research Unit, La Timone Medical University, Boulevard Jean-Moulin, Marseille, France
- Service d’Information Médicale, Public Health Department, La Conception Hospital, Assistance Publique—Hôpitaux de Marseille, Marseille, France
| | - Hélène Mendizabal
- Cellule Évaluation Médicale, Public Health Department, La Conception Hospital, Assistance Publique—Hôpitaux de Marseille, Marseille, France
| | - Stéphanie Gentile
- Aix-Marseille University, Public Health, Chronic Diseases and Quality of Life—Research Unit, La Timone Medical University, Boulevard Jean-Moulin, Marseille, France
- Cellule Évaluation Médicale, Public Health Department, La Conception Hospital, Assistance Publique—Hôpitaux de Marseille, Marseille, France
| | - Pascal Auquier
- Aix-Marseille University, Public Health, Chronic Diseases and Quality of Life—Research Unit, La Timone Medical University, Boulevard Jean-Moulin, Marseille, France
- Service d’Information Médicale, Public Health Department, La Conception Hospital, Assistance Publique—Hôpitaux de Marseille, Marseille, France
| | - Laurent Boyer
- Aix-Marseille University, Public Health, Chronic Diseases and Quality of Life—Research Unit, La Timone Medical University, Boulevard Jean-Moulin, Marseille, France
- Service d’Information Médicale, Public Health Department, La Conception Hospital, Assistance Publique—Hôpitaux de Marseille, Marseille, France
- * E-mail:
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Liu Y, McGowan E, Tucker R, Glasgow L, Kluckman M, Vohr B. Transition Home Plus Program Reduces Medicaid Spending and Health Care Use for High-Risk Infants Admitted to the Neonatal Intensive Care Unit for 5 or More Days. J Pediatr 2018; 200:91-97.e3. [PMID: 29793871 DOI: 10.1016/j.jpeds.2018.04.038] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Revised: 03/27/2018] [Accepted: 04/17/2018] [Indexed: 12/20/2022]
Abstract
OBJECTIVE To evaluate the effects of a transition home intervention on total Medicaid spending, emergency department visits, and unplanned readmissions for preterm infants born at ≤366/7 weeks gestation and high-risk full-term infants. STUDY DESIGN The Transition Home Plus (THP) program incorporated enhanced support services before and after discharge from the neonatal intensive care unit (NICU) provided by social workers and family resource specialists (trained peers) working with the medical team from October 2012 to October 2014. Rhode Island Medicaid claims data were used to study the 321 infants cared for in the NICU for ≥5 days, who were enrolled in the THP program. THP infants were compared with a historical comparison group of 365 high-risk infants born and admitted to the same NICU in 2011 before the full launch of the THP program. Intervention and comparison group outcomes were compared in the eight 3-month quarters after the infant's birth. Propensity score weights were applied in regression models to balance demographic characteristics between groups. RESULTS Infants in the intervention group had significantly lower total Medicaid spending, fewer emergency department visits, and fewer readmissions than the comparison group. Medicaid spending savings for the intervention group were $4591 per infant per quarter in our study period. CONCLUSIONS Transition home support services for high-risk infants provided both in the NICU and for 90 days after discharge by social workers and family resource specialists working with the medical team can reduce Medicaid spending and health care use.
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Affiliation(s)
| | - Elisabeth McGowan
- Division of Neonatology, Department of Pediatrics, Women & Infants Hospital of Rhode Island, Providence, RI; Alpert School of Medicine, Brown University, Providence, RI
| | - Richard Tucker
- Division of Neonatology, Department of Pediatrics, Women & Infants Hospital of Rhode Island, Providence, RI
| | | | | | - Betty Vohr
- Division of Neonatology, Department of Pediatrics, Women & Infants Hospital of Rhode Island, Providence, RI; Alpert School of Medicine, Brown University, Providence, RI
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De Jesus-Rojas W, Mosquera RA, Samuels C, Eapen J, Gonzales T, Harris T, McKay S, Boricha F, Pedroza C, Aneji C, Khan A, Jon C, McBeth K, Stark J, Yadav A, Tyson JE. The Effect of Comprehensive Medical Care on the Long-Term Outcomes of Children Discharged from the NICU with Tracheostomy. Open Respir Med J 2018; 12:39-49. [PMID: 30197702 PMCID: PMC6110063 DOI: 10.2174/1874306401812010039] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Revised: 05/06/2018] [Accepted: 06/21/2018] [Indexed: 11/22/2022] Open
Abstract
Background: Survival of infants with complex care has led to a growing population of technology-dependent children. Medical technology introduces additional complexity to patient care. Outcomes after NICU discharge comparing Usual Care (UC) with Comprehensive Care (CC) remain elusive. Objective: To compare the outcomes of technology-dependent infants discharged from NICU with tracheostomy following UC versus CC. Methods: A single site retrospective study evaluated forty-three (N=43) technology-dependent infants discharged from NICU with tracheostomy over 5½ years (2011-2017). CC provided 24-hour accessible healthcare-providers using an enhanced medical home. Mortality, total hospital admissions, 30-days readmission rate, time-to-mechanical ventilation liberation, and time-to-decannulation were compared between groups. Results: CC group showed significantly lower mortality (3.4%) versus UC (35.7%), RR, 0.09 [95%CI, 0.12-0.75], P=0.025. CC reduced total hospital admissions to 78 per 100 child-years versus 162 for UC; RR, 0.48 [95% CI, 0.25-0.93], P=0.03. The 30-day readmission rate was 21% compared to 36% in UC; RR, 0.58 [95% CI, 0.21-1.58], P=0.29). In competing-risk regression analysis (treating death as a competing-risk), hazard of having mechanical ventilation removal in CC was two times higher than UC; SHR, 2.19 [95% CI, 0.70-6.84]. There was no difference in time-to-decannulation between groups; SHR, 1.09 [95% CI, 0.37-3.15]. Conclusion: CC significantly decreased mortality, total number of hospital admissions and length of time-to-mechanical ventilation liberation.
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Affiliation(s)
- Wilfredo De Jesus-Rojas
- Division of Pulmonary Medicine/Allergy & Immunology/Rheumatology, Department of Pediatrics, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - Ricardo A Mosquera
- Division of Pulmonary Medicine/Allergy & Immunology/Rheumatology, Department of Pediatrics, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - Cheryl Samuels
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - Julie Eapen
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - Traci Gonzales
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - Tomika Harris
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - Sandra McKay
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - Fatima Boricha
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - Claudia Pedroza
- Division of Pulmonary Medicine/Allergy & Immunology/Rheumatology, Department of Pediatrics, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - Chiamaka Aneji
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - Amir Khan
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - Cindy Jon
- Division of Pulmonary Medicine/Allergy & Immunology/Rheumatology, Department of Pediatrics, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - Katrina McBeth
- Division of Pulmonary Medicine/Allergy & Immunology/Rheumatology, Department of Pediatrics, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - James Stark
- Division of Pulmonary Medicine/Allergy & Immunology/Rheumatology, Department of Pediatrics, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - Aravind Yadav
- Division of Pulmonary Medicine/Allergy & Immunology/Rheumatology, Department of Pediatrics, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - Jon E Tyson
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
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Chandrasekharan P, Rawat M, Reynolds AM, Phillips K, Lakshminrusimha S. Apnea, bradycardia and desaturation spells in premature infants: impact of a protocol for the duration of 'spell-free' observation on interprovider variability and readmission rates. J Perinatol 2018; 38:86-91. [PMID: 29120450 PMCID: PMC5775039 DOI: 10.1038/jp.2017.174] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2017] [Revised: 09/02/2017] [Accepted: 09/25/2017] [Indexed: 02/04/2023]
Abstract
OBJECTIVE To study the impact of implementing a protocol to standardize the duration of observation in preterm infants with apnea/bradycardia/desaturation spells before hospital discharge on length of stay (LOS) and readmission rates. STUDY DESIGN A protocol to standardize the duration of in-hospital observation for preterm infants with apnea, bradycardia and desaturation spells who were otherwise ready for discharge was implemented in December 2013. We evaluated the impact of this protocol on the LOS and readmission rates of very low birth weight infants (VLBW). Data on readmission for apnea and an apparent life-threatening event (ALTE) within 30 days of discharge were collected. The pre-implementation epoch (2011 to 2013) was compared to the post-implementation period (2014 to 2016). RESULTS There were 426 and 368 VLBW discharges before and after initiation of the protocol during 2011 to 2013 and 2014 to 2016, respectively. The LOS did not change with protocol implementation (66±42 vs 64±42 days before and after implementation of the protocol, respectively). Interprovider variability on the duration of observation for apneic spells (F-8.8, P=0.04) and bradycardia spells (F-17.4, P<0.001) decreased after implementation of the protocol. The readmission rate for apnea/ALTE after the protocol decreased from 12.1 to 3.4% (P=0.01). CONCLUSION Implementing an institutional protocol for VLBW infants to determine the duration of apnea/bradycardia/ desaturation spell-free observation period as recommended by the American Academy of Pediatrics clinical report did not prolong the LOS but effectively reduced interprovider variability and readmission rates.
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Affiliation(s)
- Praveen Chandrasekharan
- Division of Neonatology, Department of Pediatrics, UBMD, Women and Children’s Hospital of Buffalo, NY
| | - Munmun Rawat
- Division of Neonatology, Department of Pediatrics, UBMD, Women and Children’s Hospital of Buffalo, NY
| | - Anne Marie Reynolds
- Division of Neonatology, Department of Pediatrics, UBMD, Women and Children’s Hospital of Buffalo, NY
| | | | - Satyan Lakshminrusimha
- Division of Neonatology, Department of Pediatrics, UBMD, Women and Children’s Hospital of Buffalo, NY
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Olusanya BO, Mabogunje CA, Imam ZO, Emokpae AA. Severe neonatal hyperbilirubinaemia is frequently associated with long hospitalisation for emergency care in Nigeria. Acta Paediatr 2017; 106:2031-2037. [PMID: 28833516 DOI: 10.1111/apa.14045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2017] [Accepted: 08/18/2017] [Indexed: 11/28/2022]
Abstract
AIM This study investigated the frequency and predictors of a long hospital stay (LHS) for severe neonatal hyperbilirubinaemia in Nigeria. METHODS Length of stay (LOS) for severe hyperbilirubinaemia was examined among neonates consecutively admitted to the emergency department of a children's hospital in Lagos from January 2013 to December 2014. The median LOS was used as the cut-off for LHS. Multivariate logistic regression determined the independent predictors of LHS based on demographic and clinical factors significantly associated with the log-transformed LOS in the bivariate analyses. RESULTS We enrolled 622 hyperbilirubinaemic infants with a median age of four days (interquartile range 2-6 days) and 276 (44.4%) had LHS based on the median LOS of five days. Regardless of their birth place, infants were significantly more likely to have LHS if they were admitted in the first two days of life (p = 0.008) - especially with birth asphyxia - or had acute bilirubin encephalopathy (p = 0.001) and required one (p = 0.020) or repeat (p = 0.022) exchange transfusions. Infants who required repeat exchange transfusions had the highest odds for LHS (odds ratio 4.98, 95% confidence interval 1.26-19.76). CONCLUSION Severe hyperbilirubinaemia was frequently associated with long hospitalisation in Nigeria, especially if neonates had birth asphyxia or required exchange transfusions.
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Harron K, Gilbert R, Cromwell D, Oddie S, van der Meulen J. Newborn Length of Stay and Risk of Readmission. Paediatr Perinat Epidemiol 2017; 31:221-232. [PMID: 28418622 PMCID: PMC5518288 DOI: 10.1111/ppe.12359] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
BACKGROUND Evidence on the association between newborn length of hospital stay (LOS) and risk of readmission is conflicting. We compared methods for modelling this relationship, by gestational age, using population-level hospital data on births in England between 2005-14. METHODS The association between LOS and unplanned readmission within 30 days of postnatal discharge was explored using four approaches: (i) modelling hospital-level LOS and readmission rates; (ii) comparing trends over time in LOS and readmission; (iii) modelling individual LOS and adjusted risk of readmission; and (iv) instrumental variable analyses (hospital-level mean LOS and number of births on the same day). RESULTS Of 4 667 827 babies, 5.2% were readmitted within 30 days. Aggregated data showed hospitals with longer mean LOS were not associated with lower readmission rates for vaginal (adjusted risk ratio (aRR) 0.87, 95% confidence interval (CI) 0.66, 1.13), or caesarean (aRR 0.89, 95% CI 0.72, 1.12) births. LOS fell by an average 2.0% per year for vaginal births and 3.4% for caesarean births, while readmission rates increased by 4.4 and 5.1% per year respectively. Approaches (iii) and (iv) indicated that longer LOS was associated with a reduced risk of readmission, but only for late preterm, vaginal births (34-36 completed weeks' gestation). CONCLUSIONS Longer newborn LOS may benefit late preterm babies, possibly due to increased medical or psychosocial support for those at greater risk of potentially preventable readmissions after birth. Research based on observational data to evaluate relationships between LOS and readmission should use methods to reduce the impact of unmeasured confounding.
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Affiliation(s)
- Katie Harron
- Department of Health Services Research and PolicyLondon School of Hygiene and Tropical MedicineLondonUK
| | - Ruth Gilbert
- UCL Great Ormond Street Institute of Child HealthLondonUK
| | - David Cromwell
- Department of Health Services Research and PolicyLondon School of Hygiene and Tropical MedicineLondonUK
| | - Sam Oddie
- Bradford NeonatologyBradford Royal InfirmaryBradfordUK
| | - Jan van der Meulen
- Department of Health Services Research and PolicyLondon School of Hygiene and Tropical MedicineLondonUK
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Vohr B, McGowan E, Keszler L, Alksninis B, O'Donnell M, Hawes K, Tucker R. Impact of a Transition Home Program on Rehospitalization Rates of Preterm Infants. J Pediatr 2017; 181:86-92.e1. [PMID: 27817878 DOI: 10.1016/j.jpeds.2016.10.025] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Revised: 09/07/2016] [Accepted: 10/06/2016] [Indexed: 12/29/2022]
Abstract
OBJECTIVES To evaluate the effects of a transition home program on 90-day rehospitalization rates of preterm (PT) infants born at <37 weeks gestational age implemented over 3 years for infants with Medicaid and private insurance, and to identify the impact of social/environmental and medical risk factors on rehospitalization. STUDY DESIGN In this prospective cohort study of 954 early, moderate, and late PT infants, all families received comprehensive transition home services provided by social workers and family resource specialists (trained peers) working with the medical team. Rehospitalization data were obtained from a statewide database and parent reports. Group comparisons were made by insurance type. Regression models were run to identify factors associated with rehospitalization and duration of rehospitalization. RESULTS In bivariable analyses, Medicaid was associated with more infants hospitalized, more than 1 hospitalization, and more days of hospitalization. Early PT infants had more rehospitalizations by 90 days than moderate (P = .05) or late PT infants (P = .01). In regression modeling, year 3 of the transition home program vs year 1 was associated with a lower risk for rehospitalization by 90 days (OR, 0.57; 95% CI, 0.36-0.93; P = .03). Medicaid (P = .04), non-English-speaking (P = .02), multiple pregnancies (P = .05), and bronchopulmonary dysplasia (P = .001) were associated with increased risk. Both bronchopulmonary dysplasia and Medicaid were associated with increased days of rehospitalization in adjusted analyses. The major cause of rehospitalization was respiratory illness (61%). CONCLUSIONS Transition home prevention strategies must be directed at both social/environmental and medical risk factors to decrease the risk of rehospitalization.
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Affiliation(s)
- Betty Vohr
- Division of Neonatology, Department of Pediatrics, Women & Infants Hospital of Rhode Island, Providence, RI; Alpert School of Medicine, Brown University, Providence, RI.
| | - Elisabeth McGowan
- Division of Neonatology, Department of Pediatrics, Women & Infants Hospital of Rhode Island, Providence, RI; Alpert School of Medicine, Brown University, Providence, RI
| | - Lenore Keszler
- Division of Neonatology, Department of Pediatrics, Women & Infants Hospital of Rhode Island, Providence, RI; Alpert School of Medicine, Brown University, Providence, RI
| | - Barbara Alksninis
- Division of Neonatology, Department of Pediatrics, Women & Infants Hospital of Rhode Island, Providence, RI
| | - Melissa O'Donnell
- Division of Neonatology, Department of Pediatrics, Women & Infants Hospital of Rhode Island, Providence, RI
| | - Katheleen Hawes
- Division of Neonatology, Department of Pediatrics, Women & Infants Hospital of Rhode Island, Providence, RI; Alpert School of Medicine, Brown University, Providence, RI; College of Nursing, University of Rhode Island, Kingston, RI
| | - Richard Tucker
- Division of Neonatology, Department of Pediatrics, Women & Infants Hospital of Rhode Island, Providence, RI
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Metcalfe A, Mathai M, Liu S, Leon JA, Joseph KS. Proportion of neonatal readmission attributed to length of stay for childbirth: a population-based cohort study. BMJ Open 2016; 6:e012007. [PMID: 27630070 PMCID: PMC5030571 DOI: 10.1136/bmjopen-2016-012007] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
OBJECTIVE Most literature on length of stay (LOS) for childbirth focuses on 'early' discharge as opposed to 'optimal' time of discharge and has conflicting results due to heterogeneous definitions of 'early' discharge and differing eligibility criteria for these programmes. We aimed to determine the LOS associated with the lowest neonatal readmission rate following childbirth by examining the incidence pattern of neonatal readmission for different LOS using the Kitagawa decomposition. DESIGN Retrospective cohort study using administrative hospitalisation data. SETTING Canada (excluding Quebec) from 2003 to 2010. PATIENTS Term, singleton live births without congenital anomalies. INTERVENTIONS LOS for childbirth. MAIN OUTCOME MEASURE Neonatal readmissions within 30 days of birth. RESULTS 1 875 322 live births were included. Neonatal LOS peaked at day 1 (47.3%) after vaginal birth and day 3 (49.3%) following caesarean section; 4.2% of infants were readmitted following vaginal birth and 2.2% after caesarean section. In 2008-2010, most readmissions occurred among infants discharged in the first 2 days (83.8%) following a vaginal birth and among infants discharged in the first 3 days (81.7%) following a caesarean birth. Readmissions increased from 4.1% in 2003-2005 to 4.6% in 2008-2010 among vaginal births and from 2.0% to 2.4% among caesarean births and occurred mostly due to changes in the day-specific readmission rates and not due to reductions in LOS. CONCLUSIONS Patterns of readmission suggest that readmission rates are lowest following a 1-2-day stay following a vaginal birth and a 2-4-day stay following a caesarean birth given the outpatient support in the community.
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Affiliation(s)
- Amy Metcalfe
- Department of Obstetrics and Gynaecology, University of Calgary, Calgary, Alberta, Canada
| | - Matthews Mathai
- Department of Maternal, Newborn, Child and Adolescent Health, World Health Organization, Geneva, Switzerland
- Liverpool School of Tropical Medicine, Liverpool, UK
| | - Shiliang Liu
- Maternal, Child and Youth Health, Surveillance and Epidemiology Division, Centre for Chronic Disease Prevention, Public Health Agency of Canada, Ottawa, Ontario, Canada
| | - Juan Andres Leon
- Maternal, Child and Youth Health, Surveillance and Epidemiology Division, Centre for Chronic Disease Prevention, Public Health Agency of Canada, Ottawa, Ontario, Canada
| | - K S Joseph
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada
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Paul DA, Agiro A, Hoffman M, Denemark C, Brazen A, Pollack M, Boehmer C, Ehrenthal D. Hospital Admission and Emergency Department Utilization in an Infant Medicaid Population. Hosp Pediatr 2016; 6:587-594. [PMID: 27625388 DOI: 10.1542/hpeds.2015-0254] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
BACKGROUND AND OBJECTIVE In the first year of life, the rate of rehospitalization for infants has been shown to be between 4.4% and 9.5%. Reducing avoidable health care utilization is a population health priority. The goal of this study was to identify maternal and infant factors associated with rehospitalization and emergency department (ED) utilization in a cohort of newborn Medicaid recipients. METHODS A longitudinal database was created by linking mother-infant dyads giving birth at a regional perinatal referral center with Delaware state Medicaid data. Multivariable logistic regression and negative binomial regression were used to examine inpatient hospitalization and ED utilization within 6 months after birth. RESULTS The study cohort included 4112 infants; 452 (11.0%) were rehospitalized, and 1680 (41%) used the ED within 6 months of birth. Variables independently associated with inpatient rehospitalization included NICU admission (odds ratio [OR]: 1.7 [95% confidence interval (CI): 1.3-2.3]), maternal bipolar diagnosis (OR: 1.5 [95% CI: 1.1-2.2]), count of maternal prenatal hospital admissions (OR: 1.3 [95% CI: 1.1-1.5]), and count of maternal ED visits (OR: 1.08 [95% CI: 1.04-1.1]). Black race (incident rate ratio [IRR]: 1.2 [95% CI: 1.1-1.3]), fall birth (IRR: 1.2 [95% CI: 1.01-1.3]), count of maternal ED visits (IRR: 1.1 [95% CI: 1.09-1.12]), number of maternal medications (IRR: 1.02 [95% CI: 1.01-1.03]), and maternal age (IRR: 0.97 [95% CI: 0.96-0.98]) were associated with ED utilization. CONCLUSIONS In this newborn Medicaid population, multiple maternal factors (including age, race, and mental health diagnoses) were associated with health care utilization in the 6 months after initial hospital discharge. Our data provide potential risk factors for targeted intervention and suggest that maternal factors should be considered in identifying a population at risk for rehospitalization and ED utilization.
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Affiliation(s)
- David A Paul
- Pediatrics and Neonatology, Christiana Care Health System, Newark, Delaware; Pediatrics, Sidney Kimmel Medical College at Jefferson University, Philadelphia, Pennsylvania;
| | | | - Matthew Hoffman
- Obstetrics and Gynecology, Christiana Care Health Services, Newark, Delaware
| | - Cynthia Denemark
- Department of Health and Social Services, Division of Medicaid and Medical Assistance, State of Delaware, Dover, Delaware; and
| | - Anthony Brazen
- Department of Health and Social Services, Division of Medicaid and Medical Assistance, State of Delaware, Dover, Delaware; and
| | | | | | - Deborah Ehrenthal
- Obstetrics and Gynecology, University of Wisconsin, Madison, Wisconsin
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Vonderheid SC, Rankin K, Norr K, Vasa R, Hill S, White-Traut R. Health Care Use Outcomes of an Integrated Hospital-to-Home Mother-Preterm Infant Intervention. J Obstet Gynecol Neonatal Nurs 2016; 45:625-38. [PMID: 27505467 DOI: 10.1016/j.jogn.2016.05.007] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/01/2016] [Indexed: 10/21/2022] Open
Abstract
OBJECTIVE To compare health care use from initial hospital discharge through 6 weeks corrected age in two groups of mother-preterm infant dyads: those who received an intervention, Hospital to Home: Optimizing Premature Infant's Environment (H-HOPE), and an attention control group. DESIGN Prospective randomized controlled trial. SETTING Two community hospital NICUs. PARTICIPANTS Mothers (n = 147) with social-environmental risk factors and their stable preterm infants. METHODS Mother-infant dyads were randomly assigned to the H-HOPE or control group. When infants reached 6 weeks corrected age, information about health care visits since their hospital discharges was collected through an interview. RESULTS Only half of all infants received all recommended well-child visits. Infants in H-HOPE were half as likely to have acute care episodes (illness visit to the clinic or emergency department or hospital readmission) as control infants (odds ratio [OR] = 0.46, 95% confidence interval [CI] [0.22, 0.95]). Infants of mothers with high trait anxiety were nearly 3 times more likely to have an acute care episode (OR = 2.78, 95% CI [1.05, 7.26]), and mothers who had low education levels (OR = .22, 95% CI [0.08, 0.60]) were less likely to have acute care episodes. There was a trend toward fewer acute care visits for infants whose mothers preferred an English interview (OR = .47, 95% CI [0.21, 1.06]). CONCLUSION Findings emphasize the importance of reinforcing well-child visits for vulnerable preterm infants. H-HOPE, an integrated mother-infant intervention, reduces acute care episodes (visits to the clinic or emergency department or hospital readmissions) for preterm infants.
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Liu X, Liu Y, Lv Y, Li C, Cui Z, Ma J. Prevalence and temporal pattern of hospital readmissions for patients with type I and type II diabetes. BMJ Open 2015; 5:e007362. [PMID: 26525716 PMCID: PMC4636613 DOI: 10.1136/bmjopen-2014-007362] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
OBJECTIVE Repeated hospitalisation for patients is common and costly, yet partly preventable. However, we know little about readmissions for patients with diabetes in China. The current study aims to assess the frequency and temporal pattern of and risk factors for all-cause readmission among hospitalised patients with diabetes in Tianjin, China. METHOD This retrospective, cohort analysis used the Tianjin Basic Medical Insurance Register System data of 2011. The patterns of and the reasons for all-cause readmissions for patients with diabetes were described. The differences of readmission-free survival (RFS) between newly and previously diagnosed patients were compared. Time-dependent Cox models were established to identify the risk factors for readmission at different time intervals after discharge. RESULTS Readmission rates were approximately 30%, with the most common diagnoses of cerebral infarction (for type I) or diabetes (for type II) for patients with diabetes. The majority of patients were readmitted to the hospital after more than 90 days, followed by 8-30 days (all p=0.002). Approximately 37.2% and 42.8% of readmitted patients with type I and type II diabetes were diagnosed previously, and the RFS rates for previously diagnosed patients were significantly lower than for newly diagnosed patients at any time interval after discharge. Prior history of diabetes (all p<0.05), length of stay (all p<0.01) and reimbursement ratio (90% vs >92%, all p<0.0002) were consistently associated with the RFS for patients readmitted to the hospital at <7, 8-30, 31-60 and 61-90 days. CONCLUSIONS Hospital readmissions among patients with diabetes were affected by the diagnosis status. Patient characteristics and the quality of healthcare might regulate short-interval and long-interval hospital readmission, respectively, after discharge.
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Affiliation(s)
- Xiaoqian Liu
- College of Public Health, Tianjin Medical University, Tianjin, China
| | - Yuanyuan Liu
- College of Public Health, Tianjin Medical University, Tianjin, China
| | - Yuanjun Lv
- Division of General Internal Medicine, Tianjin Hospital, Tianjin, China
| | - Changping Li
- College of Public Health, Tianjin Medical University, Tianjin, China
| | - Zhuang Cui
- College of Public Health, Tianjin Medical University, Tianjin, China
| | - Jun Ma
- College of Public Health, Tianjin Medical University, Tianjin, China
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Patrick SW, Burke JF, Biel TJ, Auger KA, Goyal NK, Cooper WO. Risk of Hospital Readmission Among Infants With Neonatal Abstinence Syndrome. Hosp Pediatr 2015; 5:513-9. [PMID: 26427919 PMCID: PMC5110214 DOI: 10.1542/hpeds.2015-0024] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
OBJECTIVE Neonatal abstinence syndrome (NAS) is a postnatal drug withdrawal syndrome that may last for months. Our objective was to determine if infants with NAS are at increased risk for hospital readmission compared with uncomplicated term and late preterm newborns. METHODS In this longitudinal retrospective cohort study, administrative data were used for all births from 2006 to 2009 in the New York State Inpatient Database. We identified infants with NAS, born late preterm or uncomplicated term, as independent groups using diagnostic codes and determined readmission rates. We fit a multivariable logistic regression model with 30-day readmission after discharge as the outcome and infant characteristics, clinical morbidities, insurance type, and length of birth hospitalization as predictors. RESULTS From 2006 to 2009 in New York State, 700 613 infants were classified as uncomplicated term, 51 748 were born late preterm, and 1643 infants were diagnosed with NAS. After adjusting for confounders, infants with NAS (odds ratio [OR] 2.49, 95% confidence interval [CI] 1.75-3.55) were more likely than uncomplicated term infants to be readmitted within 30 days of birth hospitalizations. The risk of readmission was similar to late preterm infants (OR 2.26, 95% CI 2.09-2.45). Length of birth hospitalization in days was inversely related to odds of being readmitted within 30 days of birth hospitalization (OR 0.94 95% CI 0.92-0.96). CONCLUSIONS When compared with uncomplicated term infants, infants diagnosed with NAS were more than twice as likely to be readmitted to the hospital. Future research and state-level policies should investigate means to mitigate risk of hospital readmission for infants with NAS.
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Affiliation(s)
- Stephen W Patrick
- Departments of Pediatrics, and Mildred Stahlman Division of Neonatology, Vanderbilt University, Nashville, Tennessee; Vanderbilt Center for Health Services Research, Nashville, Tennessee; Health Policy, and
| | | | - Terry J Biel
- School of Medicine, University of Michigan, Ann Arbor, Michigan; and
| | - Katherine A Auger
- Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio
| | - Neera K Goyal
- Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio
| | - William O Cooper
- Departments of Pediatrics, and Vanderbilt Center for Health Services Research, Nashville, Tennessee; Health Policy, and
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