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Explore data analysis from NAMCS and NHAMCS, examining health care practices, prescribing patterns, disparities, & care quality through surveys and methodologies, benefiting various sectors.
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Analyzing Data from theNAMCS and NHAMCS Linda McCaig and David Woodwell 2006 Data Users Conference July 11, 2006
Overview • Background • Data uses • Survey methodology • Current and proposed survey items • User considerations • Methodological studies • Data dissemination • NCHS Research Data Center
National probability sample surveys • National Ambulatory Medical Care Survey (NAMCS) • Patient visits to non-federal office-based physicians • National Hospital Ambulatory Medical Care Survey (NHAMCS) • Patient visits to EDs and OPDs of non-federal short-stay hospitals
Original NAMCS survey goals • National statistics • Professional education • Health policy formulation • Quality assurance
NAMCS history • Survey began in 1973 • Annual data collection through 1981 (NORC) • Conducted in 1985 (NORC) • Annual began again in 1989(Census)
NHAMCS history • Survey began in 1992 • Annual data collection (Census)
Data uses • Understand health care practices • Track certain conditions and prescribing patterns • Find health disparities • Examine the quality of care • Measure Healthy People 2010 objectives • Serve as benchmark for states
Data users • Over 100 journal publications in last 2 years • Medical associations • Government agencies • Institute of Medicine • Health services researchers • University and medical schools • Broadcast and print media
Average length of time for duration of office visits and emergency departments waiting times 60 47.4 50 38 .0 40 Minutes 30 18.7 18.6 20 10 0 1994 2004 1997 2004 Waiting time in emergency Office visit duration departments 1/ 1/ Significant increase since 1997 (p<.01)
Percent of ED visits for transient ischemic attack in which a CT or MRI was ordered or performed Source: National Hospital Ambulatory Medical Care Survey, 1992-2001 Citation: Edlow JA, Kim S, Pelletier AJ, Camargo CA Jr. National study on emergency department visits for Transient Ischemic Attack, 1992-2001. Acad Emer Med 2006;April 11
Percent of pediatric ED visits with analgesic prescription by pain score Drendel AL et al. Arch Intern Med 2006;117(5):1511-16.
Percent of ED visits for attempted suicide according to arrival time Overall Attempted suicide a.m. p.m. Doshi A et al. Ann Emerg Med 2006;46(4):369-75.
Trends in office-based visit rates by children and adolescents that included antipsychotic treatment Olfson M et al. Arch Gen Psyc 2006;63:679-685
Percent of prescriptions for UTI by drug class in physician offices, OPDs, and EDs Kallen AJ et al. Arch Intern Med 2006;116(6):635-639.
NAMCS Scope • Includes non-federal, office-based physicians • Excludes physicians whose main activity is teaching, research, administration, hospital-based care, or who are unclassified as to activity and those in certain specialties
In-Scope NAMCS locations • Freestanding clinic/urgicenter • Federally qualified health center • Neighborhood and mental health centers • Non-federal government clinic • Family planning clinic • HMO • Faculty practice plan • Private solo or group practice
Out-of-Scope NAMCS locations • Hospital EDs and OPDs • Ambulatory surgicenter • Institutional setting (schools, prisons) • Industrial outpatient facility • Federal Government operated clinic • Laser vision surgery
112 geographic PSUs ~ 3,000 physicians ~ 25,000 visits 1 week reporting period NAMCS Sample design
NHAMCS Scope • OPD was intended to be parallel to the NAMCS in the hospital setting • General medicine, surgery, pediatrics, ob/gyn, substance abuse, and “other” clinics are in-scope • Ancillary services are out of scope
112 geographic PSUs ~ 500 hospitals ~ 400 EDs and ~ 250 OPDs ~ 37,000 ED and ~ 35,000 OPD visits 4-week reporting period NHAMCS Sample design
Gaining cooperation • Advance letters • Endorsement letters • Public relations materials • Conversion of refusal
Data collection procedures • Induction visit by Census field representative (FR) • FR training of office/hospital staff • Take every number • Prospective or retrospective method
Items collected on Patient Record form (PRF) • Patient characteristics • age, race, sex • Visit characteristics • reason for visit, diagnosis, medication • Provider characteristics • physician specialty, hospital ownership
Repeating fields • Reason for visit (3) • Cause of injury (3) • Diagnosis (3) • Ambulatory surgical procedures (2) • Medications (8)
Data processing • Data are coded and keyed by Constella Group Inc. • Quality control procedures • Edit checks by NCHS
Coding systems used • A Reason for Visit Classification (NCHS) • ICD-9-CM • diagnoses • external causes of injury • procedures • Drug coding system (NCHS) • National Drug Code Directory
Therapeutic classification system through 2004 • Since 1985, FDA’s NDC therapeutic classification has been used • Limitations • Discontinued by FDA • Only one level of sub-classification
Therapeutic classification system - Multum Lexicon • Starting in 2005 • Advantages • Two levels of sub-classification • Regular updates
Example: Classification of paroxetine • NDC • 0600 central nervous system • 0630 antidepressants • Multum Lexicon • 242 psychotherapeutic agents • 249 antidepressants • 208 SSRI antidepressants
Patient Record form - common items • Patient’s zip code • Date of visit • Date of birth • Sex • Ethnicity
Patient Record form- common items • Race • Source of payment • Temperature and blood pressure • Reason for visit • Diagnosis
Patient Record form –common items • Diagnostic/screening services • Medications and injections • Providers seen • Visit disposition
Injury/poisoning/adverse effect items • External cause – narrative text since 1997 • ED • Intentionality • Work-related
NAMCS and OPD PRF- unique items • Does patient use tobacco • Counseling/education/therapy • Surgical procedures • Time spent with physician (NAMCS only)
NAMCS and OPD PRFcontinuity of care items • Patient’s primary care physician/provider • Was patient referred for visit • Patient seen before • Seen how many times in past 12 months • Major reason for visit • Episode of care • Other physicians share care
ED Patient Record form- unique items • Arrival time • Time seen by physician • Discharge time • Mode of arrival • Immediacy • Pulse and orientation
ED Patient Record form- unique items • Presenting level of pain • Alcohol related visit • Work related visit • Procedure checklist
ED Patient Record form- continuity of care items • Seen ED within last 72 hours • Episode of care • Initial or followup visit
On Patient residence Discharged from any hospital within last 7 days Drug given in ED or prescribed at discharge Reason patient was transferred Off Alcohol related visit Episode of care Modifications to 2005-06 ED PRF
Modifications to 2005-06 ED PRF • Information on patients admitted to from the ED • Type of unit • Admission time • Hospital discharge date • Principal hospital discharge diagnosis • Discharged dead or alive
On Pregnant (LMP) or gestation week Chronic disease checklist Disease management program Height and weight Medications – new or continued Non-medication treatment Off Episode of care Do physicians share care Cause of injury Modifications to 2005-06 NAMCS/OPD PRFs
ED PRF- new items for 2007-08 • Respiratory rate • How many times seen in this ED in last 12 months? • Type of MRI and CT scan • Head or other • Procedure checkboxes – more specific
NHAMCS induction form- new items for 2005-06 • Electronic medical records • Mass casualty preparedness • Drills, exercises • ED staffing, capacity, and ambulance diversion • Percent of ED board certified physicians • Number of hours ED was on ambulance diversion • Plans to expand ED physical space