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Asthma cohort definitions
1. M A R I O N S I L L S
J A N U A R Y 3 1 , 2 0 1 1
Asthma Cohort Definitions
2. What Research Design Says
“a longitudinal cohort…with persistent asthma will be
selected”
“We will define asthma as a physician-documented
diagnosis of asthma using ICD-9-CM diagnosis codes
specified in the AHRQ Pediatric and Adult Asthma
Quality Indicator metric”
“We will define persistent asthma as being present in an
individual who has one or more prescriptions for an
asthma therapy in the past 12 months or for those
without these medications prescribed, two or more
asthma related visits (first code) to the emergency room
or any hospitalization for asthma.”
3. AHRQ Quality Indicators: Asthma
Adult: age 18 years and older
Child: age 2-17 years
ICD-9-CM principal diagnosis code of asthma
Exclude cases:
MDC 14 (pregnancy, childbirth, and puerperium)
Transfer from other institution
With diagnosis code for cystic fibrosis and anomalies of the
respiratory system
(Indicator: asthma admission rate in region)
4. What Research Design Says
Diagnosis of asthma using diagnosis codes* specified
in the AHRQ Asthma Quality Indicator metric
AND
>1 prescriptions for asthma therapy in past 12 months
OR
No meds and >2 ED or inpatient visits for asthma
*inpatient diagnostic code in AHRQ measure—can it
apply to an outpatient setting?
5. What Research Design Says
Inpatient diagnostic code in AHRQ measure—can it
apply to an outpatient setting?
A single 493 code in two years is probably more
representative of a wheezing symptom for another
condition, not asthma (specificity ~60%)
Performs even worse in children less than 5 years (viral
wheezing) and in older adult smokers (COPD)
6. Sources for Outpatient Asthma Cohort Definition
Guidelines relevant to outpatient setting
Studies using EHR/claims data
7. Sources for Outpatient Asthma Cohort Definition
Guidelines relevant to outpatient setting
Studies using EHR/claims data
8. Sources for Outpatient Asthma Cohort Definition
Guidelines relevant to outpatient setting
HEDIS
Studies using EHR/claims data
9. In past 12* months:
> 4 asthma medication dispensing events
OR
> 2 asthma medication dispensing events + 4 asthma-related
outpatient visits
OR
> 1 asthma-related hospitalization
OR
> 1 asthma-related ED visits
*better = 24
HEDIS Definition: “Persistent Asthma”
10. HEDIS Outcome Measures
Ratio of controller to total asthma medications > 0.5
Prescription of > 1 controller medication
Minimize circularity with cohort definition measures
Process measures of healthcare quality, but are they
measures of control?
11. NIH Guideline Definition of Control
Two components:
severity
the intrinsic intensity of the disease,
used only for patient on no meds currently
research design: cohort = persistent asthma: how to define?
control (the degree to which the asthma symptoms are
minimized by meds)
12. Sources for Outpatient Asthma Cohort Definition
Guidelines relevant to outpatient setting
Studies using EHR/claims data
13. Studies Using EHR/Claims Data
>2 visit-associated codes of 493 over 18 months
(visits must be separated by at least 4 weeks)
Additive criterion: > 2 Rx for controller medications over 12
months
Problem list diagnosis of asthma (providers
sometimes use “wheezing” as diagnosis to avoid pre-
existing condition issue)
PFTs with reversibility to near or above normal—
increase of 12% and 200 cc if pre-bronchodilator
FEV1 is <80% (to distinguish from COPD in smokers
>45 years)
14. Exclusions to Consider
Smokers over 65 (most have COPD)
COPD (later consider studying combined COPD and
asthma)
Alpha-1 antitrypsin
Cystic fibrosis
Any chronic lung disease (e.g., arising from
prematurity)
Severe neurological condition (e.g., CP)
15. Outcomes in Prior Studies
Utilization indicative of poor control
ED, inpatient, ICU visits: rare
Outpatient prescriptions for systemic steroids
Clustered outpatient visits for asthma (3 OP/ED visits in 14
days)
Combination of the above
PFTs/FEV1: very rare
Patient reported outcomes
Editor's Notes
(Barbara: definition too restrictive)
A single 493 code in two years is probably more representative of a wheezing symptom for another condition, not asthma (specificity only about 60%)