First name
Yuan
Middle name
S
Last name
Huang

Title

Resource Utilization in Pediatric Patients Supported With Ventricular Assist Devices in the United States: A Multicenter Study From the Pediatric Interagency Registry for Mechanically Assisted Circulatory Support and the PHIS

Year of Publication

2018

Date Published

2018 Jun 01

ISSN Number

2047-9980

Abstract

<p><strong>BACKGROUND: </strong>Few data exist on resource utilization with pediatric ventricular assist devices (VADs). We tested the hypothesis that device type and adverse events are associated with increased resource utilization in pediatric patients supported with VADs.</p>

<p><strong>METHODS AND RESULTS: </strong>The Pediatric Interagency Registry for Mechanically Assisted Circulatory Support, a national registry of VADs in patients &lt;19&nbsp;years old, and the Pediatric Health Information System, an administrative database, were merged. Univariate analysis was performed assessing the association of all factors with the total cost and length of stay first. Significant variables (&lt;0.05) were subjected to multivariable analysis. The study included 142 patients from 19 centers with VAD implants from October 2012 to June 2016. The median age was 9&nbsp;years (interquartile range [IQR] 2-15), 84 (59%) supported with a continuous-flow VAD. Overall median hospital costs were $750&nbsp;000 (IQR $539&nbsp;000 to $1&nbsp;100&nbsp;000) with a median hospital length of stay of 81&nbsp;days (IQR 54-128). On multivariable analysis, device type and postoperative complications were not associated with resource utilization. Factors associated with increased costs included patient age, lower-volume VAD center, being intubated, being on extracorporeal membrane oxygenation, number of complex chronic medical conditions, and length of stay. Among continuous-flow VAD patients, discharge to home before transplant versus remaining hospitalized was associated with lower hospital costs (median $600&nbsp;000 [IQR $400&nbsp;000 to $820&nbsp;000] versus median $680&nbsp;000 [IQR $500&nbsp;000 to $970&nbsp;000], =0.03).</p>

<p><strong>CONCLUSION: </strong>VADs in pediatric patients are associated with high resource utilization. Increased resource utilization was associated with lower-volume VAD centers, disease severity at VAD implantation, and the presence of complex chronic medical conditions. Further study is needed to develop cost-effective strategies in this complex population.</p>

DOI

10.1161/JAHA.117.008380

Alternate Title

J Am Heart Assoc

PMID

29858364

Title

Predictors of antiemetic alteration in pediatric acute myeloid leukemia.

Year of Publication

2014

Number of Pages

1798-805

Date Published

2014 Oct

ISSN Number

1545-5017

Abstract

<p><strong>BACKGROUND: </strong>Better knowledge of patient and cancer treatment factors associated with nausea/vomiting (NV) in pediatric oncology patients could enhance prophylaxis. We aimed to describe such factors in children receiving treatment for acute myeloid leukemia (AML).</p>

<p><strong>METHODS: </strong>Retrospective longitudinal cohort study of 1,668 hospitalized children undergoing treatment for AML from the Pediatric Health Information System database (39 hospitals, 1999-2010). Antiemetic alteration, which included switch (a change in prescribed 5-HT₃ receptor antagonists) and rescue (receipt of an adjunct antiemetic), were first validated and then used as surrogates of problematic NV. Logistic and negative binomial regression modeling were used to test whether patient characteristics were associated with problematic NV.</p>

<p><strong>RESULTS: </strong>Increasing age is associated with greater odds of experiencing antiemetic switch and higher relative rate of antiemetic rescue. Within a treatment cycle, each consecutive inpatient chemotherapy day decreased the likelihood of requiring antiemetic alteration. Each consecutive inpatient-day post-chemotherapy was associated with decreased need for switch, but increased need for rescue. Subsequent cycles of AML therapy were associated with lower odds of antiemetic switch on both chemotherapy and non-chemotherapy days, a lower rate of antiemetic rescue on chemotherapy days, and an increased rate of rescue on non-chemotherapy days.</p>

<p><strong>CONCLUSION: </strong>In pediatric patients with AML, increasing age is strongly associated with greater antiemetic alteration. Antiemetic alteration occurs early in treatment overall, and early within each admission. While additional cycles of therapy are associated with less alteration overall, there is persistent rescue in the days after chemotherapy, suggesting additional etiologies of NV in pediatric cancer patients.</p>

DOI

10.1002/pbc.25108

Alternate Title

Pediatr Blood Cancer

PMID

24939039

Title

Growth in the concurrent use of antipsychotics with other psychotropic medications in Medicaid-enrolled children.

Year of Publication

2014

Number of Pages

960-970.e2

Date Published

2014 Sep

ISSN Number

1527-5418

Abstract

<p><strong>OBJECTIVE: </strong>Second-generation antipsychotics (SGAs) have increasingly been prescribed to Medicaid-enrolled children; however, there is limited understanding of the frequency of concurrent SGA prescribing with other psychotropic medications. This study describes the epidemiology of concurrent SGA use with 4 psychotropic classes (stimulants, antidepressants, mood stabilizers, and α-agonists) among a national sample of Medicaid-enrolled children and adolescents 6 to 18 years old between 2004 and 2008.</p>

<p><strong>METHOD: </strong>Repeated cross-sectional design was used, with national Medicaid Analytic eXtract data (10.6 million children annually). Logit and Poisson regression, standardized for year, demographics, and Medicaid eligibility group, estimated the probability and duration of concurrent SGA use with each medication class over time and examined concurrent SGAs in relation to clinical and demographic characteristics.</p>

<p><strong>RESULTS: </strong>While SGA use overall increased by 22%, 85% of such use occurred concurrently. By 2008, the probability of concurrent SGA use ranged from 0.22 for stimulant users to 0.52 for mood stabilizer users. Concurrent SGA use occurred for long durations (69%-89% of annual medication days). Although the highest users of concurrent SGA were participants in foster care and disability Medicaid programs or those with behavioral hospitalizations, the most significant increases over time occurred among participants who were income-eligible for Medicaid (+13%), without comorbid ADHD (+15%), were not hospitalized (+13%), and did not have comorbid intellectual disability (+45%).</p>

<p><strong>CONCLUSION: </strong>Concurrent SGA use with other psychotropic classes increased over time, and the duration of concurrent therapy was consistently long term. Concurrent SGA regimens will require further research to determine efficacy and potential drug-drug interactions, given a practice trend toward more complex regimens in less-impaired children/adolescents.</p>

DOI

10.1016/j.jaac.2014.05.010

Alternate Title

J Am Acad Child Adolesc Psychiatry

PMID

25151419

Title

Establishing a high-risk neuroblastoma cohort using the Pediatric Health Information System Database.

Year of Publication

2014

Number of Pages

1129-31

Date Published

2014 Jun

ISSN Number

1545-5017

Abstract

<p>International Classification of Diseases, 9th Revision (ICD-9) code(s) for neuroblastoma do not exist, preventing identification of these patients in administrative databases. To overcome this challenge, a three-step algorithm, using ICD-9 codes, exclusion criteria, and manual review of chemotherapy billing data, was utilized to assemble a high-risk neuroblastoma cohort (n = 952) from the Pediatric Health Information System (PHIS) Database and validated at a single institution [sensitivity 89.1%; positive predictive value (PPV) 96.1%]. This cohort provides a data source for future comparative effectiveness and clinical epidemiology studies in high-risk neuroblastoma patients.</p>

DOI

10.1002/pbc.24930

Alternate Title

Pediatr Blood Cancer

PMID

24616331

Title

Patient and hospital factors associated with induction mortality in acute lymphoblastic leukemia.

Year of Publication

2014

Number of Pages

846-52

Date Published

2014 May

ISSN Number

1545-5017

Abstract

<p><strong>BACKGROUND: </strong>Deaths during induction chemotherapy for pediatric acute lymphoblastic leukemia (ALL) account for one-tenth of ALL-associated mortality and half of ALL treatment-related mortality. We sought to ascertain patient- and hospital-level factors associated with induction mortality.</p>

<p><strong>PROCEDURE: </strong>We performed a retrospective cohort analysis of 8,516 children ages 0 to &lt;19 years with newly diagnosed ALL admitted to freestanding US children's hospitals from 1999 to 2009 using the Pediatric Health Information System database. Induction mortality risk was modeled accounting for demographics, intensive care unit-level interventions, and socioeconomic status (SES) using Cox regression. The association of ALL induction mortality with hospital-level factors including volume, hospital-wide mortality and payer mix was analyzed with multiple linear regression.</p>

<p><strong>RESULTS: </strong>ALL induction mortality was 1.12%. Race and patient-level SES factors were not associated with induction mortality. Patients receiving both mechanical ventilation and vasoactive infusions experienced nearly 50% mortality (hazard ratio 122.30, 95% CI 66.56-224.80). Institutions in the highest induction mortality quartile contributed 27% of all patients but nearly half of all deaths (47 of 95). Hospital payer mix was associated with ALL induction mortality after adjustment for other hospital-level factors (P = 0.046).</p>

<p><strong>CONCLUSIONS: </strong>The overall risk of induction death is low but substantially increased in patients with cardio-respiratory and other organ failures. Induction mortality varies up to three-fold across hospitals and is correlated with hospital payer mix. Further work is needed to improve induction outcomes in hospitals with higher mortality. These data suggest an induction mortality rate of less than 1% may be an attainable national benchmark.</p>

DOI

10.1002/pbc.24855

Alternate Title

Pediatr Blood Cancer

PMID

24249480

Title

Induction mortality, ATRA administration, and resource utilization in a nationally representative cohort of children with acute promyelocytic leukemia in the United States from 1999 to 2009.

Year of Publication

2014

Number of Pages

68-73

Date Published

2014 Jan

ISSN Number

1545-5017

Abstract

<p><strong>BACKGROUND: </strong>Limited data exist on induction mortality of pediatric patients with acute promyelocytic leukemia in the United States, usage of all-trans retinoic acid (ATRA) during acute promyelocytic leukemia induction, and the resources needed to deliver induction therapy.</p>

<p><strong>PROCEDURE: </strong>Using the Pediatric Health Information System database we established a retrospective cohort of patients treated for newly diagnosed acute promyelocytic leukemia with ATRA between January 1999 and September 2009 in 32 of 43 PHIS contributing free-standing pediatric hospitals in the United States. Standard statistical methods were used to determine in-hospital induction mortality, ATRA administration, and resource utilization during a 60-day observation period.</p>

<p><strong>RESULTS: </strong>A total of 163 children were identified who met eligibility criteria for cohort inclusion; 52% were female and 76% were white with an average age of 12.7 years. A total of 12 patients (7.4%) died, with 7 (58.3%) dying within the first 7 days of first admission. The mean time to first ATRA exposure increased with decreasing age (P = 0.0016). Resource utilization for management of retinoic acid syndrome was higher than anticipated based on prior studies and differed significantly from patients with non-M3 acute myeloid leukemia.</p>

<p><strong>CONCLUSIONS: </strong>The induction mortality for pediatric acute promyelocytic leukemia remains substantial with wide variation in ATRA administration and high rates of resource utilization.</p>

DOI

10.1002/pbc.24585

Alternate Title

Pediatr Blood Cancer

PMID

23868668

Title

Establishment of an 11-year cohort of 8733 pediatric patients hospitalized at United States free-standing children's hospitals with de novo acute lymphoblastic leukemia from health care administrative data.

Year of Publication

2014

Number of Pages

e1-6

Date Published

2014 Jan

ISSN Number

1537-1948

Abstract

<p><strong>BACKGROUND: </strong>Acute lymphoblastic leukemia (ALL) accounts for almost one quarter of pediatric cancer in the United States. Despite cooperative group therapeutic trials, there remains a paucity of large cohort data on which to conduct epidemiology and comparative effectiveness research studies.</p>

<p><strong>RESEARCH DESIGN: </strong>We designed a 3-step process utilizing International Classification of Diseases-9 Clinical Modification (ICD-9) discharge diagnoses codes and chemotherapy exposure data contained in the Pediatric Health Information System administrative database to establish a cohort of children with de novo ALL. This process was validated by chart review at 1 of the pediatric centers.</p>

<p><strong>RESULTS: </strong>An ALL cohort of 8733 patients was identified with a sensitivity of 88% [95% confidence interval (CI), 83%-92%] and a positive predictive value of 93% (95% CI, 89%-96%). The 30-day all cause inpatient case fatality rate using this 3-step process was 0.80% (95% CI, 0.63%-1.01%), which was significantly different than the case fatality rate of 1.40% (95% CI, 1.23%-1.60%) when ICD-9 codes alone were used.</p>

<p><strong>CONCLUSIONS: </strong>This is the first report of assembly and validation of a cohort of de novo ALL patients from a database representative of free-standing children's hospitals across the United States. Our data demonstrate that the use of ICD-9 codes alone to establish cohorts will lead to substantial patient misclassification and result in biased outcome estimates. Systematic methods beyond the use of just ICD-9 codes must be used before analysis to establish accurate cohorts of patients with malignancy. A similar approach should be followed when establishing future cohorts from administrative data.</p>

DOI

10.1097/MLR.0b013e31824deff9

Alternate Title

Med Care

PMID

22410405

Title

Variation in hospital antibiotic prescribing practices for children with acute lymphoblastic leukemia.

Year of Publication

2013

Number of Pages

1633-9

Date Published

2013 Aug

ISSN Number

1029-2403

Abstract

<p>Antibiotic variation among pediatric oncology patients has not been well-described. Identification of significant variability in antibiotic use within this population would warrant evaluation of its clinical impact. We conducted a retrospective cohort study of newly diagnosed patients with pediatric acute lymophoblastic leukemia (ALL) hospitalized from 1999 to 2009 in 39 freestanding US children's hospitals within the Pediatric Health Information System. Medication use data were obtained for the first 30 days from each patient's index ALL admission date. Antibiotic exposure rates were reported as antibiotic days/1000 hospital days. Unadjusted composite broad-spectrum antibiotic exposure rates varied from 577 to 1628 antibiotic days/1000 hospital days. This wide range of antibiotic exposure was unaffected by adjustment for age, gender, race and days of severe illness (adjusted range: 532-1635 days of antibiotic therapy/1000 hospital days). Antibiotic use for children with newly diagnosed ALL varies widely across children's hospitals and is not explained by demographics or illness severity.</p>

DOI

10.3109/10428194.2012.750722

Alternate Title

Leuk. Lymphoma

PMID

23163631

Title

Assembly of a cohort of children treated for acute myeloid leukemia at free-standing children's hospitals in the United States using an administrative database.

Year of Publication

2013

Number of Pages

508-11

Date Published

2013 Mar

ISSN Number

1545-5017

Abstract

<p>Pediatric Health Information System data were used to establish a multi-center cohort of 1,686 children treated for newly diagnosed acute myeloid leukemia (AML). The cohort assembly process, which included myeloid leukemia ICD-9 discharge diagnosis codes and manual review of induction chemotherapy, was validated by chart review at a single institution. The use of ICD-9 codes alone resulted in a poor positive predictive value (PPV; 31%). Inclusion of the results from the chemotherapy review improved the PPV to 100% without compromising sensitivity (95.7%). This cohort provides a reliable source for future comparative effectiveness and clinical epidemiology studies in pediatric AML.</p>

DOI

10.1002/pbc.24402

Alternate Title

Pediatr Blood Cancer

PMID

23192853

Title

A comparison of resource utilization following chemotherapy for acute myeloid leukemia in children discharged versus children that remain hospitalized during neutropenia.

Year of Publication

2015

Number of Pages

1356-64

Date Published

2015 Sep

ISSN Number

2045-7634

Abstract

<p>Comparisons of early discharge and outpatient postchemotherapy supportive care in pediatric acute myeloid leukemia (AML) patients are limited. We used data from the Pediatric Health Information System on a cohort of children treated for newly diagnosed AML to compare course-specific mortality and resource utilization in patients who were discharged after chemotherapy to outpatient management during neutropenia relative to patients who remained hospitalized. Patients were categorized at each course as early or standard discharge. Discharges within 3 days after chemotherapy completion were considered "early". Resource utilization was determined based on daily billing data and reported as days of use per 1000 hospital days. Inpatient mortality, occurrence of intensive care unit (ICU)-level care, and duration of hospitalization were compared using logistic, log-binomial and linear regression methods, respectively. Poisson regression with inpatient days as offset was used to compare resource use by discharge status. The study population included 996 patients contributing 2358 treatment courses. Fewer patients were discharged early following Induction I (7%) than subsequent courses (22-24%). Across courses, patients discharged early experienced high readmission rates (69-84%), yet 9-12 fewer inpatient days (all P &lt; 0.001). Inpatient mortality was low across courses and did not differ significantly by discharge status. The overall risk for ICU-level care was 116% higher for early compared to standard discharge patients (adjusted risk ratio: 2.16, 95% confidence interval: 1.50, 3.11). Rates of antibiotic, vasopressor, and supplemental oxygen use were consistently elevated for early discharge patients. Despite similar inpatient mortality to standard discharge patients, early discharge patients may be at greater risk for life-threatening chemotherapy-related complications, including infections.</p>

DOI

10.1002/cam4.481

Alternate Title

Cancer Med

PMID

26105201

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