national hospital discharge survey (nhds) and national survey of ambulatory surgery (nsas) national...
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National Hospital Discharge National Hospital Discharge Survey (NHDS) Survey (NHDS)
and and National Survey of National Survey of
Ambulatory Surgery (NSAS)Ambulatory Surgery (NSAS)
2006 Data Users Conference2006 Data Users Conference
July 10, 2006July 10, 2006
3:30pm-5:00pm3:30pm-5:00pm
Session #15Session #15
NHDS: OverviewNHDS: OverviewCarol DeFrances, PhDCarol DeFrances, PhD
Analytic IssuesAnalytic IssuesKaren Lees, MPHKaren Lees, MPH
Examples of ResearchExamples of ResearchJean Kozak, PhDJean Kozak, PhD
Accessing DataAccessing DataMarni Hall, PhDMarni Hall, PhD
New DirectionsNew DirectionsBob Pokras, MABob Pokras, MA
Session OverviewSession Overview
Overview of the National Hospital Overview of the National Hospital Discharge SurveyDischarge Survey
(NHDS)(NHDS)
Carol DeFrances, PhDCarol DeFrances, PhD
NHDS Survey YearsNHDS Survey Years
Conducted annually 1965-presentConducted annually 1965-present
• Latest data available: 2004Latest data available: 2004
• 2005 will be available this Winter2005 will be available this Winter
NHDS Survey DesignNHDS Survey Design
Scope and coverage:Scope and coverage:
• Short stay, non-Federal hospitalsShort stay, non-Federal hospitals
• ALOS < 30 daysALOS < 30 days
• General and children’s general hospitalsGeneral and children’s general hospitals
NHDS Sampling PlanNHDS Sampling Plan
Three stage design:Three stage design:
• Geographic unitsGeographic units
• HospitalHospital
• DischargeDischarge
NHDS Sample SizeNHDS Sample Size
Hospitals:Hospitals:
• About 500 hospitals sampled per yearAbout 500 hospitals sampled per year
Discharges:Discharges:
• Over 300,000 sampled per yearOver 300,000 sampled per year
NHDS Data CollectionNHDS Data Collection
Manual hospitals - 56%Manual hospitals - 56%
Automated hospitals - 44%Automated hospitals - 44%
Overall response rate for the 2004 NHDS – 92%Overall response rate for the 2004 NHDS – 92%
NHDS Manual Data CollectionNHDS Manual Data Collection
NCHS – Statistical DesignNCHS – Statistical Design
Census Bureau – Field WorkCensus Bureau – Field Work
Contractor – Coding and Data EntryContractor – Coding and Data Entry
NHDS Automated Data CollectionNHDS Automated Data Collection
Electronic files obtained from:Electronic files obtained from:
• StatesStates
• Commercial firmsCommercial firms
• Individual hospitalsIndividual hospitals
NHDS EstimationNHDS Estimation
Weight:Weight:
• Inverse of the probability of selectionInverse of the probability of selection
• Adjustments for non-responseAdjustments for non-response
• Population weighting ratio adjustmentPopulation weighting ratio adjustment
Patient DataPatient Data
AgeAge
SexSex
RaceRace
Expected source of paymentExpected source of payment
Discharge statusDischarge status
Marital statusMarital status
Hospital CharacteristicsHospital Characteristics
Geographic regionGeographic region
Bed size Bed size
Ownership Ownership
Medical DataMedical Data
International Classification of Diseases, 9th International Classification of Diseases, 9th Revision, Clinical Modification (ICD-9-CM)Revision, Clinical Modification (ICD-9-CM)
Diagnoses (up to 7)Diagnoses (up to 7)
Procedures (up to 4)Procedures (up to 4)
Additional VariablesAdditional Variables
Days of careDays of care
Month of dischargeMonth of discharge
Diagnoses Related Group (DRG)Diagnoses Related Group (DRG)
WeightWeight
New Variables for NHDSNew Variables for NHDS
Available beginning in the 2001 NHDS:Available beginning in the 2001 NHDS:
• Source of AdmissionSource of Admission
• Type of AdmissionType of Admission
New Variables for the NHDSNew Variables for the NHDS
Beginning to collect with the 2007 NHDS:Beginning to collect with the 2007 NHDS:
• Admitting DiagnosisAdmitting Diagnosis
• Present on Admission checkbox for all seven Present on Admission checkbox for all seven diagnoses collecteddiagnoses collected
TopicsTopics
Utilization measuresUtilization measures
Medical coding systemMedical coding system
Statistical issuesStatistical issues
Measures IncludeMeasures Include
DischargesDischarges
Days of careDays of care
Average length of stayAverage length of stay
DiagnosesDiagnoses
Surgeries/proceduresSurgeries/procedures
DischargesDischarges
Include deathsInclude deaths
Include transfers to other hospitals or long-term Include transfers to other hospitals or long-term care facilitiescare facilities
Do not usually include newborn infantsDo not usually include newborn infants
Days of CareDays of Care
Total number of days discharged patients spend in Total number of days discharged patients spend in the hospitalthe hospital
All stays are counted as at least 1 dayAll stays are counted as at least 1 day
The admission day is counted, but not the The admission day is counted, but not the discharge daydischarge day
The number of days divided by the number of The number of days divided by the number of discharges is the average length of staydischarges is the average length of stay
DiagnosesDiagnoses
Disease, injury or other reason for hospitalizationDisease, injury or other reason for hospitalization
Coded according to US adaptations of the Coded according to US adaptations of the International Classification of Diseases (ICD-9-CM)International Classification of Diseases (ICD-9-CM)
DiagnosesDiagnoses
Principal diagnosis: chiefly responsible for Principal diagnosis: chiefly responsible for hospitalizationhospitalization
First-listed diagnosis: principal if specified, First-listed diagnosis: principal if specified, otherwise one listed firstotherwise one listed first
DiagnosesDiagnoses
All-listed: total number of times diagnoses appears All-listed: total number of times diagnoses appears on recordon record
Any-listed: discharges with diagnosis in any Any-listed: discharges with diagnosis in any position on record position on record
Hospital discharges with Hospital discharges with fractures, 2004fractures, 2004
1,039,000
1,300,000
1,661,000
Principal or firstlisted
Any listed All listed
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
Surgery / ProceduresSurgery / Procedures
Surgical (appendectomy)Surgical (appendectomy) Diagnostic (spinal tap)Diagnostic (spinal tap) Therapeutic (chemotherapy) proceduresTherapeutic (chemotherapy) procedures
Coded according to US adaptations of the Coded according to US adaptations of the International Classification of DiseasesInternational Classification of Diseases
NHDS providesNHDS provides data on data on
inpatient proceduresinpatient procedures
not total proceduresnot total procedures
Versions of the International Versions of the International Classification of DiseasesClassification of Diseases
88thth revision used 1970-78 revision used 1970-78
99thth revision used 1979-present revision used 1979-present
1010thth revision for use in future revision for use in future
ICD 8ICD 8thth Revision Revision
Some codes different than in 9Some codes different than in 9 th th Revision Revision
Did not use E-codes Did not use E-codes
Made modifications in coding to accommodate Made modifications in coding to accommodate available dataavailable data
ICD 9ICD 9thth Revision Revision
Addenda added annually since 1986 Addenda added annually since 1986
Codes added, deleted, expanded, and revisedCodes added, deleted, expanded, and revised
Lists of changes available in annual summary Lists of changes available in annual summary reports, file documentationreports, file documentation
WeightsWeights
Must use weighted data to obtain unbiased Must use weighted data to obtain unbiased national estimatesnational estimates
Each record has a weight Each record has a weight
Sum the weights of the recordsSum the weights of the records
ReliabilityReliability
To be reliable, estimates must be based on at least To be reliable, estimates must be based on at least 30 records30 records
And have a relative standard error of less than 30 And have a relative standard error of less than 30 percentpercent
Estimates based on 30-59 records should be used Estimates based on 30-59 records should be used with cautionwith caution
Standard ErrorsStandard Errors
Some standard errors are in Advance Data Some standard errors are in Advance Data summariessummaries
Generalized error curves are in the Series 13 Generalized error curves are in the Series 13 Annual Summaries and data documentationAnnual Summaries and data documentation
Use SUDAAN for specific standard errors - need Use SUDAAN for specific standard errors - need access to confidential dataaccess to confidential data
Discharges Days of care
0-4
5-14
15-24
25-34
35-44
45-54
55-64
65-74
75-84
85 and over
Ag
e in
yea
rs
10 10020 20Percent distribution
Percent distribution of discharges Percent distribution of discharges and days of care by age, 2004and days of care by age, 2004
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
Average length of hospital stay by age, Average length of hospital stay by age, 1980-20041980-2004
0
2
4
6
8
10
12
1980 1985 1990 1995 2000 2004
Day
s
85+ years
75-84 years
65-75 years
Under 65 years
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
Percent of hospital inpatients Percent of hospital inpatients transferred to long-term care facilities, transferred to long-term care facilities,
by age, 1990-2004by age, 1990-2004
0
5
10
15
20
25
30
35
Under 65 yearsold
65-74 years old 75-84 years old 85 years old andover
Per
cen
t
1990 1995 2000 2004
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
0 50 100 150 200 250 300
Injury and poisoning
Respiratory diseases
Digestive diseases
Circulatory diseases
Childbirth
Mental disorders
Injury and poisoning
Digestive diseases
Respiratory diseases
Circulatory diseases
Rate per 10,000 Population
Males
Females
Hospitalization rates for major Hospitalization rates for major diagnostic categories by sex, 2004diagnostic categories by sex, 2004
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
Percent distribution of patients Percent distribution of patients hospitalized for heart disease, 2003hospitalized for heart disease, 2003
All other conditions
Cardiacdysrhythmias
18%
Acute myocardial infarction
17%
Other heartdiseases
17%Congestive heart failure
24%
Coronary atherosclerosis
23%
Heartdisease
13%
All other diagnoses 87%
Hospitalization rate for cancer,Hospitalization rate for cancer,1990-20041990-2004
0
10
20
30
40
50
60
70
1990 1995 2000 2004
Year
Rat
e p
er 1
00,0
00 p
op
ula
tio
n 199063.0
200441.2
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
0
50
100
150
200
250
1995 2000 2004
Nu
mb
er
in t
ho
us
an
ds
40+ yrs
35-39 yrs
30-34 yrs
Under 30 yrs
Number of discharges with HIV Number of discharges with HIV diagnoses by age, 1995, 2000 and 2004diagnoses by age, 1995, 2000 and 2004
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
11.2
14.515.4
27.8
0
5
10
15
20
25
30
1990-92 2002-04
Rat
e p
er 1
0,00
0 p
op
ula
tio
n Boys Girls
Hospitalization rates for depression Hospitalization rates for depression for boys and girls 5-19 years of age,for boys and girls 5-19 years of age,
1990-92 and 2002-04 1990-92 and 2002-04
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
0
50
100
150
200
250
300
350
400
450
1996 1997 1998 1999 2000 2001 2002 2003
Year
Dis
char
ges
per
100
,000
Po
pu
lati
on
65 years and over
45-64 years
15-44 years
Hospitalization rates for inpatients Hospitalization rates for inpatients with with Clostridium difficileClostridium difficile by age, by age,
1996-20031996-2003
Source: McDonald LC, et al. Emerg Infect Dis. 2006;12(3): 410-5.
0
20
40
60
80
100
120
140
1990 1995 2000 2004
Rat
e p
er 1
0,00
0 p
op
ula
tio
n Black patients
White patients
Hospitalization rates for avoidable Hospitalization rates for avoidable conditions by race, patients under 65 conditions by race, patients under 65
years of age, 1990-2004years of age, 1990-2004
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
2.6
4.6
4.8
5.6
5.5
6.6
7.9
0 1 2 3 4 5 6 7 8 9
Childbirth
Heart disease
All diagnoses
Fractures
Pneumonia
Malignant neoplasms
Psychoses
Days
Average length of stay for selected Average length of stay for selected diagnostic categories, 2004diagnostic categories, 2004
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
0
2
4
6
8
10
12
14
1990 1992 1994 1996 1998 2000 2002 2004
Year
Day
s
1990
6.4 days
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
12.8 days
2004
Average length of stay for hip Average length of stay for hip fractures, 1990-2004fractures, 1990-2004
0
20
40
60
80
100
1980 1985 1990 1995 2000 2004
Year
Pe
rce
nt
of
de
live
rie
s
3+ days
2 days
1 day or less
Length of hospitalization for childbirth, Length of hospitalization for childbirth, 1980-20041980-2004
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
0 50 100 150 200 250
WestSouth
MidwestNortheast
85 years and over75-84 years65-74 years45-64 years
Under 45 years
FemaleMale
All
Rate per 10,000 population
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
Rate of cardiac catheterizations by Rate of cardiac catheterizations by sex, age, and geographic region, 2004sex, age, and geographic region, 2004
PCI
CABG
0
5
10
15
20
25
1980 1985 1990 1995 2000 2004
Year
Ra
te p
er
10
,00
0 p
op
ula
tio
n
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
Coronary artery bypass grafts (CABGs) Coronary artery bypass grafts (CABGs) and percutaneous coronary and percutaneous coronary
interventions (PCIs),1980-2004interventions (PCIs),1980-2004
No Stent
Drug-elutingstent
Non-drugelutingstent
30.5%22.0%
White patients Black patients
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
Percent distribution of white and black Percent distribution of white and black discharges with coronary angioplasty discharges with coronary angioplasty
according to stent use, 2003according to stent use, 2003
0
10
20
30
40
1998 1999 2000 2001 2002 2003
Year
Ra
te p
er
10
0,0
00
po
pu
lati
on
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
Hospitalization rates for obese Hospitalization rates for obese patients with gastric bypass, patients with gastric bypass,
1998-20031998-2003
0
5
10
15
20
25
30
35
1970 1975 1980 1985 1990 1995 2000 2004
Ra
te p
er
10
0 d
eli
ve
rie
s
1970 5.5
200429.9
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
Rate of cesarean delivery, 1970-2004Rate of cesarean delivery, 1970-2004
0
5
10
15
20
25
30
35
40
1990 1995 2000 2004
Ra
te p
er
10
0 d
eli
ve
rie
s w
ith
pre
vio
us
ce
sa
rea
n d
eli
ve
ry
1990 20.4
200410.9
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
Rate of vaginal birth after cesarean Rate of vaginal birth after cesarean (VBAC), 1990-2004(VBAC), 1990-2004
0
2
4
6
8
10
1990 1992 1994 1996 1998 2000 2002 2004
Year
Ra
te p
er
10
0 v
ag
ina
l de
live
rie
s
Forceps
Vacuum
Source: CDC/NCHS, National Hospital Discharge Survey (NHDS)
Rate of forceps and vacuum Rate of forceps and vacuum extraction, 1990-2004extraction, 1990-2004
Data usersData users
HospitalsHospitals
Universities and medical schoolsUniversities and medical schools
Professional organizations, such as AMA, AHA, WHOProfessional organizations, such as AMA, AHA, WHO
Government agencies, such as NIH, CMS, CDC, IHSGovernment agencies, such as NIH, CMS, CDC, IHS
Medical research organizations, pharmaceutical and Medical research organizations, pharmaceutical and medical supply manufacturers, insurance companiesmedical supply manufacturers, insurance companies
News mediaNews media
Other users such as publishing houses, market research Other users such as publishing houses, market research groups, free lance writersgroups, free lance writers
Accessing Data from the Accessing Data from the National Hospital National Hospital Discharge SurveyDischarge Survey
Marni Hall, Ph.D.Marni Hall, Ph.D.
How can you get the data?How can you get the data?
In publications, including annual reportsIn publications, including annual reports
From data tabulations on selected topicsFrom data tabulations on selected topics
Using public-use data files (micro-data)Using public-use data files (micro-data)
Calling NCHS to request tabulationsCalling NCHS to request tabulations
On the NHDS/NSAS homepageOn the NHDS/NSAS homepage www.cdc.gov/nchswww.cdc.gov/nchs/about/major/hdasd/nhds.htm/about/major/hdasd/nhds.htm
You’ll find:You’ll find:
• A Description and Methodology of NHDS (and A Description and Methodology of NHDS (and NSAS)NSAS)
• Downloadable Publications from NCHSDownloadable Publications from NCHS
• List of other publications using NHDS or NSAS dataList of other publications using NHDS or NSAS data
• Public Use Files – micro dataPublic Use Files – micro data
How to get to the NHDS/NSAS How to get to the NHDS/NSAS webpage from the NCHS homepagewebpage from the NCHS homepage
www.cdc.gov/nchswww.cdc.gov/nchs
Under Surveys & Data Collection Systems on the Under Surveys & Data Collection Systems on the far left of the screen far left of the screen
Select NHCS which stands for National Health Select NHCS which stands for National Health Care SurveyCare Survey
When a pop-up list of surveys appears, select When a pop-up list of surveys appears, select National Hospital Discharge SurveyNational Hospital Discharge Survey
Annual Publications using NHDSAnnual Publications using NHDS
Advance Data reportsAdvance Data reports
• 2004 available on the website2004 available on the website
Annual Summary with Detailed Diagnosis and Annual Summary with Detailed Diagnosis and Procedure DataProcedure Data
• 2003 available on the website2003 available on the website
• 2004 available later this summer2004 available later this summer
How to download publicationsHow to download publications
Publications, data tables, and data file Publications, data tables, and data file documentation are in Adobe Acrobat PDF formatdocumentation are in Adobe Acrobat PDF format
Require use of the free Adobe Acrobat Reader Require use of the free Adobe Acrobat Reader software, available for download at: software, available for download at: www.adobe.comwww.adobe.com
Public-Use Files Available on the WebPublic-Use Files Available on the Web
Data files and documentation available for free Data files and documentation available for free from the NHDS webpagefrom the NHDS webpage
NHDS: 1996 through 2004NHDS: 1996 through 2004
• NSAS: 1994, 1995, 1996* NSAS: 1994, 1995, 1996*
*2006 NSAS data will be available early in *2006 NSAS data will be available early in 20082008
Obtaining and using data filesObtaining and using data files
Data files are in ASCII format and must be Data files are in ASCII format and must be downloaded via FTP server.downloaded via FTP server.
Downloadable public-use data files are “zipped” for Downloadable public-use data files are “zipped” for a speedier download a speedier download
““Unzip” these files with free data extraction Unzip” these files with free data extraction software such as:software such as:
• WinZip (WinZip (www.winzip.comwww.winzip.com) )
• PKunzip (PKunzip (www.pkware.comwww.pkware.com))
Analyzing Public Use DataAnalyzing Public Use Data
Files require the use of standard statistical Files require the use of standard statistical software packages, such as SAS, SPSS, Stata, software packages, such as SAS, SPSS, Stata, etc. etc.
Multi-year data filesMulti-year data files
Two separate multi-year files on CD-ROM are Two separate multi-year files on CD-ROM are available for free from NCHS:available for free from NCHS:
1970-1978 data years (ICD-8 coding) 1970-1978 data years (ICD-8 coding)
1979-2004 data years (ICD-9-CM coding)1979-2004 data years (ICD-9-CM coding)
DRG’s are not included on the multi-year files.DRG’s are not included on the multi-year files.
For NSAS a 1994-1996 data file is available.For NSAS a 1994-1996 data file is available.
Where to find ICD-9-CM codes for Where to find ICD-9-CM codes for Diagnoses or ProceduresDiagnoses or Procedures
www.cdc.gov/nchs/icd9.htmwww.cdc.gov/nchs/icd9.htm
Full-text ICD-9-CM documents are RTF (Rich Text Full-text ICD-9-CM documents are RTF (Rich Text Format) files and can be handled with any word Format) files and can be handled with any word processing packageprocessing package
Addenda and conversion tables are PDF Addenda and conversion tables are PDF documentsdocuments
Very lengthy documentVery lengthy document
Publications and Information Products Publications and Information Products
http://www.cdc.gov/nchs/products.htmhttp://www.cdc.gov/nchs/products.htm
• Lists electronic productsLists electronic products
• Additional Information about obtaining reports, Additional Information about obtaining reports, data, and other productsdata, and other products
Other sources of tabulated NHDS DataOther sources of tabulated NHDS Data
• FASTATS A to ZFASTATS A to Z
• Aging – Trends in Aging Aging – Trends in Aging Database provides Database provides information on national trends and key variables that information on national trends and key variables that depict the health status of older Americans compiled depict the health status of older Americans compiled from a number of surveys – mostly on persons 50 from a number of surveys – mostly on persons 50 years old and overyears old and over
• Healthy PeopleHealthy People
• Health, United StatesHealth, United States
Restricted Data in NHDSRestricted Data in NHDS
http://www.cdc.gov/nchs/r&d/rdc.htmhttp://www.cdc.gov/nchs/r&d/rdc.htm
HCSB maintains confidential information in files HCSB maintains confidential information in files which are not publicly disseminatedwhich are not publicly disseminated
Restricted data pose disclosure risks to survey Restricted data pose disclosure risks to survey respondentsrespondents
These data are available to researchers through These data are available to researchers through the NCHS Research Data Center (RDC)the NCHS Research Data Center (RDC)
Confidential files for NHDS and NSAS variance Confidential files for NHDS and NSAS variance estimationestimation
NHDS and NSAS analytic files that have been NHDS and NSAS analytic files that have been linked with outside data sourceslinked with outside data sources
Through the RDC Through the RDC Researchers Can Use:Researchers Can Use:
ZIP Codes for residence of patient and for ZIP Codes for residence of patient and for hospitalshospitals
State/County FIPS CODE for both patient and State/County FIPS CODE for both patient and hospitalhospital
AHA ID for hospitalAHA ID for hospital
Design Variables needed to run SUDAANDesign Variables needed to run SUDAAN
NOTENOTE: Identifiers such as patient name, address, : Identifiers such as patient name, address, and SSN are not collected in the NHDSand SSN are not collected in the NHDS
Confidential Variables Available Confidential Variables Available only on Restricted Filesonly on Restricted Files
NHDS Can be Linked with Other Files, NHDS Can be Linked with Other Files, for examplefor example
American Hospital Association File (AHA) which American Hospital Association File (AHA) which has data on hospital characteristicshas data on hospital characteristics
Area Resource File (ARF) which has county level Area Resource File (ARF) which has county level data (e.g. SES variables and health service data (e.g. SES variables and health service availability)availability)
Linkage is with contextual NOT personal / Linkage is with contextual NOT personal / demographic informationdemographic information
NHDS or NSAS Questions?NHDS or NSAS Questions?
By telephone: By telephone:
• Hospital Care Statistics Branch: 301-458-4321Hospital Care Statistics Branch: 301-458-4321
• NCHS Information Dissemination Staff (toll free) NCHS Information Dissemination Staff (toll free) 1-866-441-NCHS [1-866-441-6247] 1-866-441-NCHS [1-866-441-6247]
Send an email to: Send an email to: [email protected]@cdc.gov
Future Activities and DirectionsFuture Activities and Directions
Redesigning the NHDSRedesigning the NHDS
Refielding the NSASRefielding the NSAS
Context for Redesigning the NHDSContext for Redesigning the NHDS
Data elements limited to UB 92 (UB 04)Data elements limited to UB 92 (UB 04)
The value of primary data collection to meeting The value of primary data collection to meeting current and future policy and research needscurrent and future policy and research needs
To take a fresh look at current and future policy To take a fresh look at current and future policy and research issues and associated data needs and research issues and associated data needs and gapsand gaps
Meetings and interviewsMeetings and interviews
Working group meeting in March, 2006Working group meeting in March, 2006
Priority IssuesPriority Issues
Cost of care/ use of resourcesCost of care/ use of resources• including efficiency/ wasteincluding efficiency/ waste
Quality of care/ safetyQuality of care/ safety• including disparitiesincluding disparities
Care delivered in the hospitalCare delivered in the hospital Surveillance and public healthSurveillance and public health
• including surge capacityincluding surge capacity
GlobalizationGlobalization• including outsourcingincluding outsourcing
Coordinate with AHRQ data collection Coordinate with AHRQ data collection (HCUP)(HCUP)
Add resource use/ costAdd resource use/ cost/ billings/ payments/ billings/ payments
Add clinical depthAdd clinical depth
• e.g., medications, testse.g., medications, tests
Improve patient demographicsImprove patient demographics
• e.g., ethnicitye.g., ethnicity
Link to health-related outcomesLink to health-related outcomes
• e.g., death indexe.g., death index
Highest Rated Options for RedesignHighest Rated Options for Redesign
Clinical Depth Core Data SetClinical Depth Core Data Set(All Sampled Cases)(All Sampled Cases)
HeightHeight
WeightWeight
Administered drugsAdministered drugs
Clinical DepthClinical DepthDiagnostic/ Procedure/ DemographicDiagnostic/ Procedure/ Demographic
Module (Subsample of Cases)Module (Subsample of Cases)
Lab valuesLab values
Pathology resultsPathology results
Resource Use/ Cost/ EfficiencyResource Use/ Cost/ Efficiency
Billings -- chargesBillings -- charges
Medicare programMedicare program
• Cost-to-charge ratiosCost-to-charge ratios
• DRG hospital-specific paymentsDRG hospital-specific payments
Link to Health-Related OutcomesLink to Health-Related Outcomes
Link with the National Death Index to look at 30-Link with the National Death Index to look at 30-day mortalityday mortality
Additional Aspects of the RedesignAdditional Aspects of the Redesign
Link mother and newborn recordsLink mother and newborn records
Collect data from ED and observation status (for Collect data from ED and observation status (for sampled inpatients)sampled inpatients)
Collect data from last previous admissionCollect data from last previous admission
• Length of stayLength of stay
• Principal diagnosisPrincipal diagnosis
Summer 2006:Summer 2006:
• Final conceptual frameworkFinal conceptual framework
• Strategy and data elementsStrategy and data elements
2006-2007: Feasibility test in 9 hospitals2006-2007: Feasibility test in 9 hospitals
2007: Contract for field test2007: Contract for field test
2008: Field test2008: Field test
2010: New survey fielded2010: New survey fielded
Next StepsNext Steps
Refielding the National Survey of Refielding the National Survey of Ambulatory Surgery (NSAS)Ambulatory Surgery (NSAS)
First fielded in 1994-1996First fielded in 1994-1996
Back in the field for 2006Back in the field for 2006
Data collect ends in March 2007Data collect ends in March 2007
Public Use files will be available in early 2008Public Use files will be available in early 2008
0
50
100
150
200
250
300
350
400
450
500
1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006
Years
Nu
mb
er
of
Pro
ce
du
res
(i
n t
ho
us
an
ds
)
Ambulatory
Inpatient
Total ?
Sources: CDC/NCHS, National Survey of Ambulatory Surgery (NSAS) and National Hospital Discharge Survey (NHDS)
Breast lumpectomy proceduresBreast lumpectomy procedures
... .