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Comparative analysis of outcome measures used in examining neurodevelopmental effects of early childhood anesthesia exposure

Ing, Caleb H; DiMaggio, Charles J; Malacova, Eva; Whitehouse, Andrew J; Hegarty, Mary K; Feng, Tianshu; Brady, Joanne E; von Ungern-Sternberg, Britta S; Davidson, Andrew J; Wall, Melanie M; Wood, Alastair J J; Li, Guohua; Sun, Lena S
INTRODUCTION: Immature animals exposed to anesthesia display apoptotic neurodegeneration and neurobehavioral deficits. The safety of anesthetic agents in children has been evaluated using a variety of neurodevelopmental outcome measures with varied results. METHODS: The authors used data from the Western Australian Pregnancy Cohort (Raine) Study to examine the association between exposure to anesthesia in children younger than 3 yr of age and three types of outcomes at age of 10 yr: neuropsychological testing, International Classification of Diseases, 9th Revision, Clinical Modification-coded clinical disorders, and academic achievement. The authors' primary analysis was restricted to children with data for all outcomes and covariates from the total cohort of 2,868 children born from 1989 to 1992. The authors used a modified multivariable Poisson regression model to determine the adjusted association of anesthesia exposure with outcomes. RESULTS: Of 781 children studied, 112 had anesthesia exposure. The incidence of deficit ranged from 5.1 to 7.8% in neuropsychological tests, 14.6 to 29.5% in International Classification of Diseases, 9th Revision, Clinical Modification-coded outcomes, and 4.2 to 11.8% in academic achievement tests. Compared with unexposed peers, exposed children had an increased risk of deficit in neuropsychological language assessments (Clinical Evaluation of Language Fundamentals Total Score: adjusted risk ratio, 2.47; 95% CI, 1.41 to 4.33, Clinical Evaluation of Language Fundamentals Receptive Language Score: adjusted risk ratio, 2.23; 95% CI, 1.19 to 4.18, and Clinical Evaluation of Language Fundamentals Expressive Language Score: adjusted risk ratio, 2.00; 95% CI, 1.08 to 3.68) and International Classification of Diseases, 9th Revision, Clinical Modification-coded language and cognitive disorders (adjusted risk ratio, 1.57; 95% CI, 1.18 to 2.10), but not academic achievement scores. CONCLUSIONS: When assessing cognition in children with early exposure to anesthesia, the results may depend on the outcome measure used. Neuropsychological and International Classification of Diseases, 9th Revision, Clinical Modification-coded clinical outcomes showed an increased risk of deficit in exposed children compared with that in unexposed children, whereas academic achievement scores did not. This may explain some of the variation in the literature and underscores the importance of the outcome measures when interpreting studies of cognitive function.
PMID: 24694922
ISSN: 0003-3022
CID: 1481962

Prescription drug monitoring and dispensing of prescription opioids

Brady, Joanne E; Wunsch, Hannah; DiMaggio, Charles; Lang, Barbara H; Giglio, James; Li, Guohua
OBJECTIVE: In the United States, per-capita opioid dispensing has increased concurrently with analgesic-related mortality and morbidity since the 1990s. To deter diversion and abuse of controlled substances, most states have implemented electronic prescription drug monitoring programs (PDMPs). We evaluated the impact of state PDMPs on opioid dispensing. METHODS: We acquired data on opioids dispensed in a given quarter of the year for each state and the District of Columbia from 1999 to 2008 from the Automation of Reports and Consolidated Orders System and converted them to morphine milligram equivalents (MMEs). We used multivariable linear regression modeling with generalized estimating equations to assess the effect of state PDMPs on per-capita dispensing of MMEs. RESULTS: The annual MMEs dispensed per capita increased progressively until 2007 before stabilizing. Adjusting for temporal trends and demographic characteristics, implementation of state PDMPs was associated with a 3% decrease in MMEs dispensed per capita (p=0.68). The impact of PDMPs on MMEs dispensed per capita varied markedly by state, from a 66% decrease in Colorado to a 61% increase in Connecticut. CONCLUSIONS: Implementation of state PDMPs up to 2008 did not show a significant impact on per-capita opioids dispensed. To control the diversion and abuse of prescription drugs, state PDMPs may need to improve their usability, implement requirements for committee oversight of the PDMP, and increase data sharing with neighboring states.
PMCID:3904893
PMID: 24587548
ISSN: 1468-2877
CID: 1601492

Validating Health Information Exchange (HIE) Data For Quality Measurement Across Four Hospitals

Garg, Nupur; Kuperman, Gil; Onyile, Arit; Lowry, Tina; Genes, Nicholas; DiMaggio, Charles; Richardson, Lynne; Husk, Gregg; Shapiro, Jason S
Health information exchange (HIE) provides an essential enhancement to electronic health records (EHR), allowing information to follow patients across provider organizations. There is also an opportunity to improve public health surveillance, quality measurement, and research through secondary use of HIE data, but data quality presents potential barriers. Our objective was to validate the secondary use of HIE data for two emergency department (ED) quality measures: identification of frequent ED users and early (72-hour) ED returns. We compared concordance of various demographic and encounter data from an HIE for four hospitals to data provided by the hospitals from their EHRs over a two year period, and then compared measurement of our two quality measures using both HIE and EHR data. We found that, following data cleaning, there was no significant difference in the total counts for frequent ED users or early ED returns for any of the four hospitals (p<0.001).
PMCID:4419935
PMID: 25954362
ISSN: 1942-597x
CID: 1601502

EFFECTS OF MINIMUM LEGAL DRINKING AGE ON ALCOHOL AND MARIJUANA USE: EVIDENCE FROM TOXICOLOGICAL TESTING DATA FOR FATALLY INJURED DRIVERS AGED 16 TO 25 YEARS [Meeting Abstract]

Li, Guohua; Brady, Joanne; DiMaggio, Charles
ISI:000319870300053
ISSN: 0002-9262
CID: 1601942

TIME TRENDS IN THE PREVALENCE OF ALCOHOL AND DRUGS IN FATALLY INJURED DRIVERS, 1999-2010 [Meeting Abstract]

Brady, Joanne; DiMaggio, Charles; Li, Guohua
ISI:000319870300054
ISSN: 0002-9262
CID: 1601952

Effectiveness of a safe routes to school program in preventing school-aged pedestrian injury

Dimaggio, Charles; Li, Guohua
BACKGROUND: In 2005, the US Congress allocated $612 million for a national Safe Routes to School (SRTS) program to encourage walking and bicycling to schools. We analyzed motor vehicle crash data to assess the effectiveness of SRTS interventions in reducing school-aged pedestrian injury in New York City. METHODS: Using geocoded motor vehicle crash data for 168 806 pedestrian injuries in New York City between 2001 and 2010, annual pedestrian injury rates per 10 000 population were calculated for different age groups and for census tracts with and without SRTS interventions during school-travel hours (defined as 7 am to 9 am and 2 pm to 4 pm, Monday through Friday during September through June). RESULTS: During the study period, the annual rate of pedestrian injury decreased 33% (95% confidence interval [CI]: 30 to 36) among school-aged children (5- to 19-year-olds) and 14% (95% CI: 12 to 16) in other age groups. The annual rate of school-aged pedestrian injury during school-travel hours decreased 44% (95% CI: 17 to 65) from 8.0 injuries per 10 000 population in the preintervention period (2001-2008) to 4.4 injuries per 10 000 population in the postintervention period (2009-2010) in census tracts with SRTS interventions. The rate remained virtually unchanged in census tracts without SRTS interventions (0% [95% CI: -8 to 8]). CONCLUSIONS: Implementation of the SRTS program in New York City has contributed to a marked reduction in pedestrian injury in school-aged children.
PMCID:3557410
PMID: 23319533
ISSN: 1098-4275
CID: 1601512

Emergency department visits for traumatic brain injury in a birth cohort of Medicaid-insured children

DiMaggio, Charles; Li, Guohua
OBJECTIVES: To analyse emergency department-based data on paediatric traumatic brain injury (TBI). METHODS: This study constructed a retrospective cohort of 493,890 children who were born in New York City between 1999-2007 and who were enrolled in the New York Medicaid programme at the time of their birth and followed these children from birth to the end of 2007. RESULTS: There were 62,089 injury-related emergency department visits, of which 1290 had ICD-9 codes consistent with TBI. Children with TBI were more likely to be male (59.4% vs 51.4%) and Hispanic (43.9% vs 26.3%) than those in the underlying birth cohort and were more than twice as likely to be admitted to the hospital for inpatient care (RR = 2.4, 95% CI = 2.2, 2.6). The most commonly listed cause of injury was falls (58.3%). Spatially-smoothed risk estimates indicated that some areas of the city are associated with a greater risk of paediatric TBI than others. CONCLUSIONS: Emergency department data can be used to describe paediatric TBI in ways not easily available through more routinely collected administrative health data. This information can be used to target prevention and control efforts.
PMID: 23909697
ISSN: 1362-301x
CID: 1601522

SAS for epidemiologists : applications and methods

DiMaggio, Charles
New York, NY : Springer, 2013
Extent: XVII, 258 p.
ISBN: 1461448530
CID: 1601972

Feasibility and pilot study of the Pediatric Anesthesia NeuroDevelopment Assessment (PANDA) project

Sun, Lena S; Li, Guohua; DiMaggio, Charles J; Byrne, Mary W; Ing, Caleb; Miller, Tonya L K; Bellinger, David C; Han, Sena; McGowan, Francis X
BACKGROUND: Animal studies have documented that exposure of the developing brain to commonly used anesthetic agents induces neurotoxicity and late abnormal neurobehavioral functions as adults. Results from clinical studies have all been analyzed using existing data sets, and these studies produced inconsistent results. To provide more definitive evidence to address the clinical relevance of anesthetic neurotoxicity in children, an interdisciplinary team of investigators designed and developed the Pediatric Anesthesia NeuroDevelopment Assessment (PANDA) project. We present pilot study results in 28 sibling pairs recruited and tested at the Columbia University Medical Center (CUMC) and Children's Hospital of Boston (CHB) for the PANDA project. METHODS: The PANDA project uses an ambidirectional cohort design. We performed prospective neuropsychological assessment in 28 exposed-unexposed sibling pairs from 6 to 11 years of age. The exposed siblings were ASA 1 or 2 and had received a single episode of anesthesia for inguinal hernia repair before the age of 36 months and the unexposed siblings had no anesthesia before the age of 36 months. All the sibling pairs were English speaking and were 36 weeks of gestational age or older. Each sibling pair underwent a direct testing using the Wechsler Abbreviated Scale of Intelligence (WASI) and the NEuroPSYchological Assessment, second edition (NEPSY II), and the parents completed questionnaires related to behavior using CBCL and Conners rating. Data are presented as means+/-SD. We conducted descriptive analyses of the demographic data. We compared both the exposed and the unexposed sibling groups on WASI and NEPSY II, and total and T scores from CBCL and Conners rating were analyzed as continuous data using the paired t test between the two groups. A P<0.05 was considered significant. RESULTS: After the Institutional Review Board approval for the study at both CUMC and CHB, the full PANDA study protocol was implemented to perform a pilot feasibility study. Our success rate was 96.7% in obtaining detailed medical and anesthesia records in our historical cohort. The scores for verbal IQ (exposed=106.1+/-16.3, unexposed=109.2+/-17.9), performance IQ (exposed=109.1+/-16.0, unexposed=113.9+/-15.9), and full IQ (exposed=108.2+/-14.0, unexposed=112.8+/-16.8) were comparable between the siblings. There were no differences between the two groups in T scores for any of the NEPSY II subdomains, CBCL, or Conners rating. An abstraction protocol with web-based electronic data capture forms also was developed in conjunction with the International Center for Health Outcomes and Innovation Research (InCHOIR). CONCLUSIONS: The pilot study provided useful information for feasibility to recruit the sample size and to obtain relevant clinical data. For the final study protocol, both the neuropsychological battery and the age range for testing were revised. Our results confirmed the feasibility of our study approach and yielded pilot data from neuropsychological testing.
PMCID:3475987
PMID: 23076226
ISSN: 0898-4921
CID: 1481972

Pediatric anesthesia and neurodevelopmental impairments: a Bayesian meta-analysis

DiMaggio, Charles; Sun, Lena S; Ing, Caleb; Li, Guohua
Experimental evidence of anesthesia-induced neurotoxicity has caused serious concern about the long-term effect of commonly used volatile anesthetic agents on young children. Several observational studies based on existing data have been conducted to address this concern with inconsistent results. We conducted a meta-analysis to synthesize the epidemiologic evidence on the association of anesthesia/surgery with neurodevelopmental outcomes in children. Using Bayesian meta-analytic approaches, we estimated the synthesized odds ratios (OR) and 95% credible interval (CrI) as well as the predictive distribution of a future study given the synthesized evidence. Data on 7 unadjusted and 6 adjusted measures of association were abstracted from 7 studies. The synthesized OR based on the 7 unadjusted measures for the association of anesthesia/surgery with an adverse behavioral or developmental outcome was 1.9 (95% CrI, 1.2-3.0). The most likely unadjusted OR from a future study was estimated to be 2.2 (95% CrI, 0.6-6.1). The synthesized OR based on the 6 adjusted measures for the association of anesthesia/surgery with an adverse behavioral or developmental outcome was 1.4 (95% CrI, 0.9-2.2). The most likely adjusted OR from a future study was estimated to be 1.5 (95% CrI, 0.5-4.0). We conclude that existent epidemiologic evidence suggests a modestly elevated risk of adverse behavioral or developmental outcomes in children who were exposed to anesthesia/surgery during early childhood. The evidence, however, is considerably uncertain.
PMCID:3475986
PMID: 23076225
ISSN: 1537-1921
CID: 1601532