SBIR-STTR Award

Computerized Adaptive Assessment of Asthma Impact
Award last edited on: 7/19/10

Sponsored Program
SBIR
Awarding Agency
NIH : NHLBI
Total Award Amount
$2,247,985
Award Phase
2
Solicitation Topic Code
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Principal Investigator
Diane M Turner-Bowker

Company Information

QualityMetric Inc

24 Albion Road Building 400
Lincoln, RI 02865
   (401) 334-8800
   info@qualitymetric.com
   www.qualitymetric.com
Location: Single
Congr. District: 01
County: Providence

Phase I

Contract Number: 1R43HL078252-01
Start Date: 00/00/00    Completed: 00/00/00
Phase I year
2004
Phase I Amount
$99,384
Understanding the functional impact of asthma on health-related quality of life (HRQOL) can be substantially improved using item response theory (IRT) and competing objectives of more practical and more precise assessments can be achieved over a wide range of severity levels using computerized adaptive testing (CAT), which matches questionnaire items to each patient's level. If more available, such information could be useful in enhancing patient-caregiver communication. Among the limiting factors is the impracticality (respondent burden) of today's HRQOL measures. Short-forms (e.g., SF-36", AQLQ) are more practical, however, "ceiling" and "floor" effects limit their ranges and they lack the precision to detect changes in individual patient scores. To address these deficiencies, the aims of Phase I are to use previously developed IRT calibrations for a combined "pool" of items from asthma-specific questionnaires covering major domains of asthma impact to: (1) administer asthma impact, asthma control, and generic HRQOL measures as a "seamless" assessment and display their results in tandem in a single user-friendly aggregate report; (2) obtain preliminary estimates of item usage, respondent burden (number of items required and administration times), range of levels measured (ceiling and floor effects), and score accuracy in comparison with a full length survey; (3) conduct preliminary evaluations of the acceptance of CAT administrations relative to full length questionnaire; and (4) conduct preliminary evaluations of the usefulness of the prototype aggregate report. The product of Phase I will be a prototype comprehensive ASTHMA-CAT with preliminary evidence regarding feasibility, acceptability, and likely empirical performance. In Phase I1, we will "marry" the new asthma-specific CAT with item pools for generic CAT forms (based on SF-36 and other widely-used HRQOL measures) to create a single comprehensive system. A substantial advantage of our approach in Phase II is the ability to utilize IRT models to "cross-calibrate" the new metrics with scores from current widely used asthma-specific and generic impact tools to enable meaningful comparisons of results. ASTHMA-CAT software, programmed to be fully operational on the Internet and PC-compatible in Phase II, will facilitate clinical research and improve assessment methods for use in clinical practice. Output will be evaluated in terms of reliability, validity and precision of scores. By greatly lowering data collection costs, reducing respondent burden, eliminating "ceiling" and "floor" effects and increasing the precision of individual patient scores, routine monitoring of HRQOL may become feasible as a clinical tool among asthma sufferers and patients with other chronic illnesses.

Thesaurus Terms:
asthma, computer program /software, computer system design /evaluation, health survey, method development computer human interaction, disease /disorder prevention /control, functional ability, human therapy evaluation, patient care management, quality of life, questionnaire, respiratory disease /disorder therapy clinical research, data collection, human subject

Phase II

Contract Number: 2R44HL078252-02
Start Date: 00/00/00    Completed: 00/00/00
Phase II year
2007
(last award dollars: 2009)
Phase II Amount
$2,148,601

Several recent initiatives have emphasized the importance of developing and testing new technologies to measure patient-reported outcomes (PRO). PRO measures for asthma can be substantially improved using item response theory (IRT), and competing objectives of more practical and more precise assessments can be achieved over a wide range of severity levels using computerized adaptive testing (CAT), which matches questionnaire items to each patient's level. If more available, such information could complement asthma management plans, enhance patient-caregiver communication, and improve clinical decision-making. Among the limiting factors is the impracticality (respondent burden) of today's HRQOL measures. Short-forms (e.g., SF-36(r), AQLQ) are more practical, however, "ceiling" and "floor" effects limit their ranges and they lack the precision to detect changes in individual patient scores. In Phase I, we developed and piloted a prototype Internet-based assessment (ASTHMA-CAT) that combines asthma impact, asthma control, and generic HRQOL measures in one "seamless" administration, and displays results in tandem in a single user-friendly aggregate (or group-level) report. Results from a pilot test of the ASTHMA-CAT showed that the dynamic assessment achieved almost as precise score estimation with far less respondent burden than the full-length survey, and discriminated well between mild, moderate, and severe asthma. Patients and providers positively evaluated the ASTHMA-CAT assessment and report. The aims for Phase II are to: (1) evaluate items from our current asthma bank for psychometric performance and clinical relevance, and calibrate item enhancements by collecting and analyzing responses from large samples of adults varying in asthma severity; (2) build a completely functional and comprehensive ASTHMA-CAT system with centralized data capture, scoring, and "real time" feedback reports, and evaluate its psychometric performance through data simulation studies; (3) conduct a longitudinal prospective field study of the ASTHMA-CAT to demonstrate its responsiveness, reliability, and construct validity; and to document the comparability of differing modes of administration (e.g., paper and pencil, tablet PC, Internet); (4) evaluate the ASTHMA-CAT's potential for use in remote self- management; and (5) foster the ASTHMA-CAT's integration into clinical practice through comprehensive documentation and development of educational materials. The goal of this effort is an efficient, less burdensome asthma PRO monitoring system with demonstrated evidence of its administrative feasibility, reliability, validity, and responsiveness. If successful, the ASTHMA-CAT system will offer streamlined data capture, processing, and "real time" reporting features; will produce valid and comparable scores across multiple modes of administration; and will provide useful interpretation guidelines to facilitate its routine application in care management. Public Heath Relevance: The ASTHMA-CAT will provide a comprehensive and precise, yet practical, patient-based assessment valid for routine monitoring of asthma impact, asthma control, and generic HRQOL outcomes across a variety of settings. It will yield meaningful and useful results to inform clinical decision-making and improve care management.

Thesaurus Terms:
asthma, computer program /software, computer system design /evaluation, health survey, method development computer human interaction, disease /disorder prevention /control, functional ability, human therapy evaluation, patient care management, quality of life, questionnaire, respiratory disease /disorder therapy clinical research, data collection, human subject