MDS Medical Data Systems
 

Data Elements and Methodology

The data included within these pages of the website are the result of a focused query that explored the incidence and outcomes of various diagnoses within hospitals using the Neonatal Information System™. The data is categorized by items such as admitting disposition, birthweight, delivery type, APGAR scores, and gestational age.

The patient population is based on all patients admitted within the first five days of life, discharged, transferred, or expired during the corresponding calendar year, and cared for in an intensive care or special care unit during part of their hospital stay (healthy newborns have been excluded from this population).

Query Data Elements

  • Date of Admission
  • Date of Birth
  • Discharge Status
  • NICU/Special Care Nursery Length of Stay
  • Birthweight
  • Inborn/Outborn
  • Delivery Type
  • Sex
  • Race
  • Gestational Age
  • 1 Minute Apgar
  • 5 Minute Apgar
  • Ventilatory Support Days
  • Respiratory Support Days
  • Course of Ventilatory Support Days
  • Respiratory Distress Syndrome (RDS)
  • Persistent Fetal Circulation (PFC)
  • Confirmed Sepsis
  • Late Onset Sepsis
  • Incidences of Sepsis per 1000 Patient Days
  • Pulmonary Interstitial Emphysema (PIE)
  • Retinopathy of Prematurity (ROP) (Grade III and up)
  • Necrotizing Enterocolitis (NEC)
  • Patent Ductus Arteriosus (PDA)
  • Bronchopulmonary Dysplasia (BPD)
  • Pneumothorax
  • Intraventricular Hemorrhage (IVH) (Grade III and up)
  • Periventricular Leukomalacia (PVL)
  • Meconium Aspiration Syndrome
  • Surfactant Usage
  • Enteric Nutrition

Fifty institutions participated in this study representing over 22,000 neonatal intensive care admissions per year.

Methodology

Population

When establishing guidelines for patients to accept as part of this study group, the following criteria was chosen:

Patients must have:

  • been discharged in the corresponding calendar year
  • had a special care stay of at least 1 day (excludes well babies)
  • been admitted within the first 5 days of life
  • had a birthweight recorded

Relational Categories

As you will see, the layout of the booklet portrays information in graphs and tables. The graphs and tables are broken out on the basis of birthweight, and gestational age. The birthweight and gestational age categories were defined as:

Birthweight

  • Less than or equal to 499 grams (<=499)
  • 500 to 749 grams (500-749)
  • 750 to 999 grams (750-999)
  • 1000 to 1499 grams (1000-1499)
  • 1500 to 1999 grams (1500-1599)
  • 2000 to 2499 grams (2000-2499)
  • 2500 to 2999 grams (2500-2999)
  • 3000 grams or greater (>=3000)

Gestational Age

  • Less than or equal to 23weeks (<=23)
  • 24 to 25 weeks (24 - 25)
  • 26 to 27 weeks (26 - 27)
  • 28 to 29 weeks (28 - 29)
  • 30 to 31 weeks (30 - 31)
  • 32 to 33 weeks (32 - 33)
  • 34 to 35 weeks (34 - 35)
  • 36 to 37 weeks (36 - 37)
  • 38 to 39 weeks (38 - 39)
  • 40 weeks or greater (>=40)

For a few of the tables and charts, the birthweight category has been abbreviated and is labeled by a single number which is the top of the birthweight category. Thus, "1499" represents the weight class "1000 to 1499 grams."

Length of Stay Definition

Length of Stay represents the patient's total number in a NICU or Special Care Unit.

Discharge Status

The term discharged refers to discharged to home, transferred refers to transferred to either another unit within the hospital or to another institution.

Multiple Admissions

In the fairly unusual event that the patient has had multiple admissions, we chose to link these admissions if the initial status was transferred. In the event of multiple admissions we include days in special care from all admissions in the length of stay calculations. Total ventilatory and respiratory support days are calculated in a similar manner.

If one of the queried diagnoses was present in either admission, it would count as a single incidence of that diagnosis.

The status of the patient would be the status of the last admission.

Ventilatory Support

Ventilatory support is defined as mechanical ventilation. This would include such things as ventilator, jet ventilator, ECMO, or oscillator. It would exclude CPAP and oxygen hood.

The charts on the course of ventilatory support depict the status for the group of patients with a birthweight less than 1500 gms and on ventilatory support within 2 days of admission. The patients status is shown for hospital days 3, 7, 14, 28 and final status. The four possible status states are expired, discharged/transferred, on ventilatory support and off ventilatory support.

Respiratory Support

Respiratory support includes all types of oxygen support.

Diagnoses

For IVH and ROP, only Grades III and above are included. All other diagnoses are defined by each individual institution.

Late Onset Sepsis is defined as a confirmed sepsis identified on hospital day seven or later.

Incidences of Sepsis per 1000 Patient Days is the number of separate sepsis incidences (could be more than one incidence per patient) per 1000 NICU/Special Care patient days.

25th and 75th Percentiles

To give an indication of the dispersion of the individual hospital results, we have indicated the 25th and 75th percentile on each chart. That is, 25 percent of the hospitals fell below this 25th percentile point and 25 percent of the hospitals exceeded the 75th percentile point.

Standardized Rate

Where appropriate a standardized rate is calculated. This figure is simply the institution's result weighted by the percentage of neonates found in the National Neonatal Database weight categories. This figures yields a composite rate normalized for differences between the institution and national distribution of percentage of admissions in each birthweight category.

Miscellaneous

Here are some other terms used throughout these pages:

  • NND Universe = All units who participated in the study
  • S.D. = Standard Deviation
  • Bwgt = Birthweight
  • GA = Gestational Age
  • Std. Rate = Standardized Rate

The distribution of hospitals and patients by NICU level is as follows:

Patients
Hospitals

   

Data Elements
Population
Relational Categories
Length of Stay Definition
Discharge Status
Multiple Admissions
Ventilatory Support
Respiratory Support
Diagnoses
Percentiles
Standardized Rate
Miscellaneous Definitions

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