Healthcare Statistics Formulas

Hospital Mortality Rates

RateNumeratorDenominatorFactor
Gross Death RateTotal deaths (including NB) in a periodTotal discharges (including deaths) in same periodx 100
Net Death Rate (Institutional)Total deaths minus deaths < 48 hours after admissionTotal discharges (including deaths) minus deaths < 48 hoursx 100
Newborn Death RateNewborn deaths in a periodNewborn discharges (including deaths) in same periodx 100
Fetal Death RateIntermediate and late fetal deaths in a periodTotal births (live births + intermediate and late fetal deaths)x 100
Maternal Death RateMaternal deaths in a periodTotal obstetrical discharges (including deaths) in same periodx 100
Anesthesia Death RateDeaths caused by anesthesia in a periodNumber of anesthetics administered in same periodx 100
Postoperative Death RateDeaths within 10 days of surgery in a periodTotal patients operated on in same periodx 100

Autopsy Rates

RateNumeratorDenominatorFactor
Gross Autopsy RateTotal inpatient autopsies in a periodTotal inpatient deaths in same periodx 100
Net Autopsy RateTotal inpatient autopsies in a periodTotal inpatient deaths minus unautopsied coroner/ME casesx 100
Hospital Autopsy Rate (Adjusted)Hospital autopsies (inpatient + outpatient + former patients)Deaths of hospital patients whose bodies are available for autopsyx 100

Hospital Infection Rates

RateNumeratorDenominatorFactor
Hospital-Acquired Infection RateTotal number of hospital-acquired infections in a periodTotal discharges (including deaths) in same periodx 100
Postoperative Infection RateNumber of infections in clean surgical casesTotal number of surgical operations in same periodx 100

Bed Occupancy and Utilization

MeasureFormula
Bed Occupancy Rate (% of Occupancy)(Total inpatient service days in a period / (Total bed count x Number of days in the period)) x 100
Bed Turnover RateTotal discharges (including deaths) in a period / Average bed count
Average Daily Census (ADC)Total inpatient service days in a period / Number of days in the period
Average Length of Stay (ALOS)Total length of stay (discharge days) / Total discharges (including deaths)
Inpatient Service DaysSum of daily inpatient census counts for a given period (each day a patient is present at census-taking time counts as one inpatient service day)

Consultation and Cesarean Section Rates

RateNumeratorDenominatorFactor
Consultation RateTotal consultations provided in a periodTotal discharges (including deaths) in same periodx 100
Cesarean Section RateTotal C-sections performed in a periodTotal deliveries (including C-sections) in same periodx 100

Vital Statistics

RateNumeratorDenominatorFactor
Crude Birth RateNumber of live births in a yearEstimated midyear populationx 1,000
Crude Death RateNumber of deaths in a yearEstimated midyear populationx 1,000
Infant Mortality RateDeaths of infants under 1 year in a yearNumber of live births in same yearx 1,000
Neonatal Mortality RateDeaths of infants under 28 days in a yearNumber of live births in same yearx 1,000
Cause-Specific Mortality RateDeaths from a specific cause in a yearEstimated midyear populationx 100,000
Case Fatality RateDeaths from a specific disease in a periodNumber of cases of that disease in same periodx 100

Descriptive Statistics Basics

  • Mean: Sum of all values divided by the number of values (arithmetic average)
  • Median: The middle value when data are arranged in order; not affected by outliers
  • Mode: The most frequently occurring value in a dataset
  • Range: Difference between the highest and lowest values
  • Standard deviation: Measures the spread of data around the mean; a larger value indicates greater variability
  • Variance: The square of the standard deviation

Measures of Frequency

  • Incidence rate: Number of NEW cases of a disease in a specified time period divided by the population at risk
  • Prevalence rate: Number of EXISTING cases (new and old) of a disease at a point in time divided by the population at that time
  • Ratio: Comparison of two quantities (A:B) - the numerator is not included in the denominator
  • Proportion: A type of ratio where the numerator is included in the denominator
  • Rate: A proportion with a time component

Key Exam Tips

  • Hospital rates typically use discharges (including deaths) as the denominator, not admissions
  • Community/vital statistics rates use population as the denominator
  • Know the difference between incidence (new cases) and prevalence (existing cases)
  • Average length of stay uses discharge days, not calendar days of the period

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