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1.
Pediatrics ; 131 Suppl 1: S75-80, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23457153

ABSTRACT

OBJECTIVES: Central line-associated bloodstream infections (CLABSIs) are a significant source of morbidity and mortality in the NICU. In 2010, Medicaid was mandated not to pay hospitals for treatment of CLABSI; however, the source of CLABSI data for this policy was not specified. Our objective was to evaluate the accuracy of hospital administrative data compared with CLABSI confirmed by an infection control service. METHODS: We evaluated hospital administrative and infection control data for newborns admitted consecutively from January 1, 2008, to December 31, 2010. Clinical and demographic data were collected through chart review. We compared cases of CLABSI identified by administrative data (International Classification of Diseases, Ninth Revision, Clinical Modification 999.31) with infection control data that use national criteria from the Centers for Disease Control and Prevention as the gold standard. To ascertain the nature possible deficiencies in the administrative data, each patient's medical record was searched to determine if clinical phrases that commonly refer to CLABSI appeared. RESULTS: Of 2920 infants admitted to the NICU during our study period, 52 were identified as having a CLABSI: 42 by infection control data only, 7 through hospital administrative data only, and 3 appearing in both. Against the gold standard, hospital administrative data were 6.7% sensitive and 99.7% specific, with a positive predictive value of 30.0% and a negative predictive value of 98.6%. Only 48% of medical records indicated a CLABSI. CONCLUSIONS: Our findings from a major children's hospital NICU indicate that International Classification of Diseases, Ninth Revision, Clinical Modification code 993.31 is presently not accurate and cannot be used reliably to compare CLABSI rates in NICUs.


Subject(s)
Bacteremia/epidemiology , Catheter-Related Infections/epidemiology , Cross Infection/epidemiology , Intensive Care Units, Neonatal , International Classification of Diseases , Databases, Factual , Female , Humans , Infant, Newborn , Male , Medical Audit , Predictive Value of Tests , Sensitivity and Specificity , United States
2.
J Am Med Inform Assoc ; 13(3): 302-8, 2006.
Article in English | MEDLINE | ID: mdl-16501182

ABSTRACT

Electronic health record (EHR) systems are increasingly being adopted in pediatric practices; however, requirements for integrated growth charts are poorly described and are not standardized in current systems. The authors integrated growth chart functionality into an EHR system being developed and installed in a multispecialty pediatric clinic in an academic medical center. During a three-year observation period, rates of electronically documented values for weight, stature, and head circumference increased from fewer than ten total per weekday, up to 488 weight values, 293 stature values, and 74 head circumference values (p<0.001 for each measure). By the end of the observation period, users accessed the growth charts an average 175 times per weekday, compared to 127 patient visits per weekday to the sites that most closely monitored pediatric growth. Because EHR systems and integrated growth charts can manipulate data, perform calculations, and adapt to user preferences and patient characteristics, users may expect greater functionality from electronic growth charts than from paper-based growth charts.


Subject(s)
Growth , Medical Records Systems, Computerized/statistics & numerical data , Adolescent , Adult , Body Size , Child , Child, Preschool , Hospitals, Pediatric/organization & administration , Humans , Organizational Innovation , Pediatrics , Reference Values , Tennessee
3.
Pediatrics ; 114(4): 965-9, 2004 Oct.
Article in English | MEDLINE | ID: mdl-15466092

ABSTRACT

OBJECTIVE: Clinical redesign of processes in hospitals that care for children has been limited by a paucity of severity-adjusted indicators that are sensitive enough to identify areas of concern. This is especially true of hospitals that analyze pediatric patient care using standard Centers for Medicare and Medicaid Services (CMS) diagnosis-related groups (DRGs). The objectives of this study were to determine whether 1) utilization of all-patient refined (APR)-DRG severity-adjusted indicators (length of stay, cost per case, readmission rate) from the National Association of Children's Hospitals and Related Institutions (NACHRI) database could identify areas for improvement at University of Michigan Mott Children's Hospital (UMMCH) and 2) hospital staff could use the information to implement successful clinical redesign. METHODS: The APR-DRG Classification System (version 20) was used with the NACHRI Case Mix Comparative Database by severity level comparison from 1999 to 2002. Indicators include average length of stay (ALOS), case mix index, cost per case, and readmission rate for low acuity asthma (APR-DRG 141.1). UMMCH cases of 141.1 (n = 511) were compared with NACHRI 141.1 (n = 64,312). Although not part of the standard report, mortality rates were calculated by NACHRI for UMMCH and an aggregate of NACHRI member children's hospitals. RESULTS: Data from 1999 revealed that in noncomplicated asthma cases (level 1 severity), the UMMCH ALOS versus NACHRI ALOS was slightly longer (UMMCH 2.16 days vs NACHRI 2.14 days), and the cost per case was higher (UMMCH $2824 vs NACHRI 2738 dollars), whereas levels 2, 3, and 4 cases (moderate, major, and extreme severity) indicated the ALOS and cost per case were lower than the national aggregate. This showed that the APR-DRG system was sensitive enough to distinguish variances of care within a diagnosis according to severity level. After analysis of internal data and meeting with clinicians to review the indicators, 3 separate clinical processes were targeted: 1) correct documentation of comorbidities and complications, 2) standardized preprinted orders were created with the involvement of the pediatric pulmonologists, and 3) standardized automatic education for parents was started on the first day of admission. Yearly data were reviewed and appropriate adjustments made in the education of both residents and staff. In 2002, the UMMCH ALOS dropped to 1.75 +/- .08 days from 2.16 +/- .09. In 2002, the NACHRI ALOS was 2.00 days +/- 0.01 versus the UMMCH ALOS of 1.75 days +/- 0.0845, indicating that the UMMCH ALOS dropped significantly lower than the NACHRI aggregate database over the 3-year period. Cost per case of UMMCH compared with NACHRI after the 3 years indicated that UMMCH increased 12%, whereas the NACHRI aggregate increased 18%. These data show that length of stay and cost per case relative to the national database improved after clinical redesign. Improvements have been sustained throughout the 3-year period. Readmission rates ranged from 2.97% to 0.80% and were less than the national cohort by the third year. There were no mortalities in the UMMCH inpatient asthma program. This demonstrates that clinicians believed that the data from the APR-DRG acuity-adjusted system was useful and that they were then able to apply classical clinical redesign strategies to improve cost-effectiveness and quality that was sustained over 3 years. CONCLUSIONS: Severity-adjusted indicators were useful for identifying areas appropriate for clinical redesign and contributed to the improvement in cost-effective patient care without a detriment in quality indicators. This method of using a large comparative database, having measures of severity, and using internal analysis is generalizable for pediatric hospitals and can contribute to ongoing attempts to improve cost-effectiveness and quality in medical care.


Subject(s)
Asthma/classification , Diagnosis-Related Groups , Hospitals, Pediatric/organization & administration , Hospitals, University/organization & administration , Length of Stay/statistics & numerical data , Patient Care Management/organization & administration , Asthma/economics , Asthma/therapy , Cost-Benefit Analysis , Hospital Costs , Hospital Mortality , Humans , Michigan , Patient Readmission , Personnel, Hospital , Quality of Health Care , Risk Adjustment , Severity of Illness Index , United States
5.
J Am Soc Nephrol ; 12(11): 2418-2426, 2001 Nov.
Article in English | MEDLINE | ID: mdl-11675418

ABSTRACT

Growth in children with chronic renal failure caused by polyuric, salt-wasting diseases may be hampered if ongoing sodium and water losses are not corrected. Twenty-four children were treated with polyuric chronic renal insufficiency (CRI; creatinine clearance <65 ml/min per 1.73 m(2)) with low-caloric-density, high-volume, sodium-supplemented feedings. Subsequent growth was compared with that of children in two control groups: a national historic population control from the US Renal Data System database (n = 42), and a literature control (n = 12). Members of the three groups were 81 to 96% white, and 58 to 70% were boys. Obstructive uropathy and dysplasia were the cause of CRI in 92% of the treatment group, 75% of the literature control group, and 30% of the population control group. Treatment effect was assessed in a multivariate, retrospective analysis of the height standard deviation score (SDS), simultaneously controlling for the severity of disease by renal replacement therapy, primary cause of CRI, and initial height SDS. The change in SDS (Delta SDS) for height by regression analysis at 1 yr was significantly greater by +1.37 in the treatment group versus the population control (P = 0.017). The 2-yr height Delta SDS by regression analysis adjusted for creatinine clearance was significantly greater by +1.83 in the treatment group versus the literature control (P = 0.003). Nutritional support with sodium and water supplementation can maintain or improve the growth of children with polyuric, salt-wasting CRI. This inexpensive intervention may delay the need for renal replacement therapy, growth hormone treatment, or both in many of these children and may be used in any clinical setting.


Subject(s)
Child Development , Enteral Nutrition , Kidney Failure, Chronic/physiopathology , Kidney Failure, Chronic/therapy , Body Height , Female , Growth , Humans , Infant , Kidney Failure, Chronic/urine , Male , Nutritional Status , Polyuria/etiology , Retrospective Studies , Sodium/administration & dosage , Sodium/therapeutic use , Water/administration & dosage
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