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National Hospital Discharge Survey (NHDS). National Survey of Ambulatory Surgery (NSAS). Centers for Disease Control and Prevention. Session Overview. NHDS and NSAS: Overview Bob Pokras Analytic Issues Jean Kozak, Ph.D. Examples of Research Marni Hall, Ph.D. Accessing Data
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National Hospital Discharge Survey(NHDS) National Survey of Ambulatory Surgery (NSAS) Centers for Disease Control and Prevention
Session Overview NHDS and NSAS: Overview Bob Pokras Analytic Issues Jean Kozak, Ph.D. Examples of Research Marni Hall, Ph.D. Accessing Data Maria Owings, Ph.D. New Directions
National Health Care Surveys • Visits to • Doctors’ offices (NAMCS) • Emergency rooms (NHAMCS) • Outpatient departments (NHAMCS) • Inpatients (NHDS) • Ambulatory surgery (NSAS) (1994-96) • Long term care • Nursing homes (NNHS) • Home health care (NHHCS) • Hospices (NHHCS)
Handout Internet Resources: Hospital Discharge and Ambulatory Surgery Data For an email of this table of hotlinks, write to: NHDS@cdc.gov
Survey Years • NHDS: Annually 1965-present • Latest data available – 2000 • 2001 will be available this Winter • NSAS: Annually 1994-1996
Survey Design and Operations • NCHS Publications • NSAS – Series 1 No. 37 • NHDS – Series 1 No. 39
Survey Design • Similar designs and methods • National probability samples • Short stay non-Federal hospitals (NHDS/NSAS) • Freestanding ambulatory surgery centers (NSAS)
Survey Design • Three stage design • PSU • Facility • Discharge/visit
Facility Sample Size • 525 NHDS hospitals • 751 NSAS facilities • 418 Hospitals • 333 Freestanding surgery centers
Response Rates • NHDS – over 90 percent 300,000 sampled discharges per year • NSAS -- 80 percent for hospitals -- 70 percent for FSASC 120,000 sampled visits per year
Data Collection • NHDS • Manual; 60% • Automated; 40% • NSAS • All manual
Manual Data Collection • NCHS – Statistical Design • Census Bureau – Field Work • ASI – Coding and Data Entry
Automated Data Collection • Purchase files • States • Commercial firms • Individual hospitals
Data Collection • NCHS • Editing • Estimation
Estimation • Weight • Inverse of the probability of selection • Adjustments for non-response • Population weighting ratio adjustment
Patient Data • Age • Sex • Race • Expected source of payment • Discharge status • Marital status
Facility Characteristics • Geographic region • Bed size (NHDS) • Ownership (NHDS) • Hospital vs. Freestanding (NSAS)
Medical Data • Diagnoses and procedures • International Classification of Diseases, 9th Revision, Clinical Modification (ICD-9-CM)
Additional Variables • NHDS • Days of care • Month of admission/discharge • DRG • NSAS • Month of visit • Type of anesthesia • Anesthesia provider • WEIGHT
New Variables for NHDS • Available for Year 2001 NHDS • Source of Admission • Type of Admission
Source of Admission • Physician Referral • Clinical Referral • HMO Referral • Transfer from a Hospital • Transfer from Skilled Nursing Facility • Transfer from other health facility • Emergency Room • Court/Law Enforcement • Other • Not Available
Type of Admission • Emergent • Urgent • Elective • Newborn • Not available/unknown
Summary • Source of the data • Design • Methods • Variables
Analytic Issues(things you need to know about NHDS data) Lola Jean Kozak, Ph.D.
Topics • Utilization measures • Populations • Medical coding system • Statistical issues
NHDS Provides Data on Hospitalizations Not People
Measures Include: • Discharges • Days of care • Average length of stay • Diagnoses • Surgeries/procedures
Discharges • Include deaths • Include transfers to other hospitals or long-term care facilities • Do not usually include newborn infants
Days of Care • Total number of days discharged patients spend in the hospital • All stays are counted as at least 1 day • The admission day is counted, but not the discharge day
Average Length of Stay • Calculated by dividing the number of days of care by the number of discharges • May want to examine length of stay distributions
Length of stay for women with deliveries: 1995 and 2000 Discharges in thousands
Diagnoses • Disease, injury or other reason for hospitalization • Coded according to US adaptations of the International Classification of Diseases
Diagnoses • Principal diagnosis: chiefly responsible for hospitalization • First-listed diagnosis: principal if specified, otherwise one listed first
Diagnoses • All-listed: total number of times diagnoses appears on record • Any-listed: discharges with diagnosis in any position on record
Hospital discharges with fractures, 2000 1,542,000 1,226,000 982,000 Principal or first listed All listed Any listed
Surgery/Procedures • Surgical (appendectomy) • Diagnostic (spinal tap) • Therapeutic (chemotherapy) procedures • Coded according to US adaptations of the International Classification of Diseases
NHDS Provides Data on Inpatient Procedures Not Total Procedures
Procedures mainly performed in inpatient settings, 1996 Appendectomy Coronary artery bypass graft Hysterectomy Cesarean section Number in thousands
Procedures mainly performed in ambulatory settings, 1996 Arthroscopy Of knee D & C Endoscopy of large intestine Insertion of lens Number in thousands
Population for Rates • Mid-year population estimates from the U.S. Bureau of the Census • Civilian resident population • Adjustments for underenumeration
Versions of the International Classification of Diseases • 8th revision used 1970-78 • 9th revision used 1979-2002 • 10th revision for use in future