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Limitations of CQI Scientific Research

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Hawthorne Effect. Secular Trends. Statistical Power. Generalizability. CQI Methods Research ... What is Needed vs What Can be Funded. Efficacy vs Effectiveness ... – PowerPoint PPT presentation

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Title: Limitations of CQI Scientific Research


1
Limitations of CQI Scientific Research
  • William E. Golden, MD FACP
  • Professor Of Medicine, UAMS
  • Past President, AHQA
  • PCC, Arkansas Foundation for Medical Care

2
HCQIP - Challenges
  • Efficient Project Dissemination
  • Motivating Local Project Adoption
  • Effecting Local Behavior Change
  • Multiple Projects at Multiple Sites
  • Measuring Impact of Projects
  • Measuring Impact of Interventions

3
COOPERATIVE CARDIOVASCULAR PROJECT
Aspirin Given At Discharge
Beta Blockers Given At Discharge
Timing Of Aspirin
Aspirin Given
INDICATORS
P-Valuelt.01
4
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5
Changing Clinical Behavior
  • Exposure, Learning, Clinical Change
  • What Motivates Change?
  • What Methods are Effective, Efficient?
  • Local Education, Ownership of Project

6
MetaAnalyses
  • Rand, CDC - Prevention Study
  • Literature Not Robust
  • Mulitple Interventions Better

7
CQI Research
  • Targets
  • Providers
  • Institutions
  • Patients
  • Interventions (Macro, Micro)
  • Efficacy vs Effectiveness Assessment
  • Process vs Outcome
  • Environmental Factors

8
Barriers
  • Control Groups
  • Contamination
  • Hawthorne Effect
  • Secular Trends
  • Statistical Power
  • Generalizability

9
CQI Methods Research
  • Small Target, Limited Sites (Efficacy?)
  • Control of Variables
  • Limited Generalizability
  • Community Projects (Effectiveness?)
  • Contamination, Secular Trends
  • Control Group Differences

10
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11
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12
HRSA Asthma Project
  • Different Interventions in Regions
  • What is Unit of Measure
  • Change in Provider Behavior
  • Need s of Providers with s of Patients
  • Formative Analysis vs Outcomes

13
Public Education
  • Focus Groups
  • Exposure Data
  • Measuring Impact of Materials
  • Awareness vs Motivation
  • Measuring Behavior Change
  • Secular Trends

14
Wish List
  • Methodology Summit
  • CQI- Research Community Dialogue
  • What is Needed vs What Can be Funded
  • Efficacy vs Effectiveness in CQI Research
  • Assessing Community Interventions
  • Emphasis on Portability, Efficiency
  • Minimal Criteria for Credibility
  • Controls, Power, Timeframe
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