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Updated: Sep 26, 2026

Automated Measurement of Pulmonary Emphysema and Small Airway Remodeling in Cigarette Smoke-exposed Mice
Published on: January 16, 2015
Developing and testing new smoking measures for the Health Plan Employer Data and Information Set
Lori Pbert1, Nancy Vuckovic, Judith K Ockene
1Division of Preventive and Behavioral Medicine, University of Massachusetts Medical School, Worcester 01655, USA. lori.pbert@umassmed.edu
Objective:
To develop and test items for the Health Plan Employee Data and Information Set (HEDIS) that assess delivery of the full range of provider-delivered tobacco interventions.
Materials And Methods:
The authors identified potential items via literature review; items were reviewed by national experts. Face validity of candidate items was tested in focus groups. The final survey was sent to a random sample of 1711 adult primary care patients; the re-test survey was sent to self-identified smokers.
Results:
The process identified reliable items to capture provider assessment of motivation and provision of assistance and follow-up.
Conclusions:
One can reliably assess patient self-report of provider delivery of the full range of brief tobacco interventions. Such assessment and feedback to health plans and providers may increase use of evidence-based brief interventions.
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