Wk 2 Discussion Board - Management
Write a 175- to 265-word response to the following:
What are some key identifiers used in health care to determine quality? Explain each one.
Which identifier do you believe is most valuable? Why?
AHRQ Quality IndicatorsTM 
Quality Indicator User Guide: 
Prevention Quality Indicators (PQI)  
Composite Measures, v2021  
Prepared for: 
Agency for Healthcare Research and Quality 
U.S. Department of Health and Human Services  
5600 Fishers Lane 
Rockville, MD 20857  
http://www.qualityindicators.ahrq.gov 
Contract No. HHSA290201800003G 
July 2021 
 
 
http://www.qualityindicators.ahrq.gov/
AHRQ Quality IndicatorsTM 
Quality Indicator User Guide: Prevention Quality Indicators (PQI) Composite Measures, v2021  
 
Version 2021 Page i July 2021 
Table of Contents 
 
1.0 Overview .......................................................................................................................................... 1 
2.0 What Are the Composites? ............................................................................................................ 1 
3.0 How Are the Composites Created?............................................................................................... 3 
4.0 Steps for Creating the Composite ................................................................................................. 3 
5.0 How Have the Composites Changed? .......................................................................................... 3 
6.0 What Are the Current Uses of the Composites? ......................................................................... 3 
7.0 Additional Resources ...................................................................................................................... 4 
Index of Tables 
Table 1. AHRQ PQI Composite Measures, v2021 ........................................................................................ 2 
 
AHRQ Quality IndicatorsTM 
Quality Indicator User Guide: Prevention Quality Indicators (PQI) Composite Measures, v2021 
 
Version 2021 Page 1 July 2021 
1.0 Overview 
The goal in developing the Agency for Healthcare Research and Quality (AHRQ) Quality Indicators™ 
(QI) composite measures was to provide a measure that could be used to monitor performance over time 
or across regions and populations using a method that applied at the national, regional, state or 
provider/area level. Potential benefits of composite measures are to: summarize quality across multiple 
indicators, improve the ability to detect differences, identify important domains and drivers of quality, 
prioritize action for quality improvement, make current decisions about future (unknown) health care 
needs and avoid cognitive “shortcuts”. Despite these potential advantages there are concerns with 
composite measures, such as: masking important differences and relations among components, not being 
actionable, not being representative of parts of the health care system that contribute most to quality or 
detracting from the impact and credibility of reports. In weighing the benefits and concerns of composite 
measures there are also a number of potential uses to consider, such as: consumer use for selecting a 
hospital or health plan, provider use for identifying domains and drivers of quality, purchaser use for 
selection of hospitals or health plans to improve employee health and policymaker use for setting policy 
priorities to improve the health of a population. This document provides a technical overview for AHRQ 
QI users. 
2.0 What Are the Composites? 
The Prevention Quality Indicators (PQI) are measures of potentially avoidable hospitalizations for 
Ambulatory Care Sensitive Conditions (ACSCs), which, though they rely on hospital discharge data, are 
intended to reflect issues of access to, and quality of, ambulatory care in a given geographic area. The 
PQI composites are intended to improve the statistical precision of the individual PQI, allowing for 
greater discrimination in performance among areas and improved ability to identify potentially 
determining factors in performance.  
An overall composite captures the general concept of potentially avoidable hospitalization connecting the 
individual PQI measures, which are all rates at the area level. Separate composite measures were created 
for acute and chronic conditions to investigate different factors influencing hospitalization rates for each 
condition. See Table 1 for the measures that comprise each of the four PQI composites. The PQI 
composites provide the following advantages: 
• Provide assessment of quality and disparity 
• Provide baselines to track progress 
• Identify information gaps 
• Emphasize interdependence of quality and disparities 
• Promote awareness and change 
 
AHRQ Quality IndicatorsTM 
Quality Indicator User Guide: Prevention Quality Indicators (PQI) Composite Measures, v2021 
 
Version 2021 Page 2 July 2021 
Table 1. AHRQ PQI Composite Measures, v2021 
PQI 90 PREVENTION QUALITY OVERALL COMPOSITE 
PQI 01 Diabetes Short-Term Complications Admission Rate 
PQI 03 Diabetes Long-Term Complications Admission Rate 
PQI 05 Chronic Obstructive Pulmonary Disease (COPD) or Asthma in Older Adults 
Admission Rate 
PQI 07 Hypertension Admission Rate 
PQI 08 Heart Failure Admission Rate 
PQI 11 Community Acquired Pneumonia Admission Rate 
PQI 12 Urinary Tract Infection Admission Rate 
PQI 14 Uncontrolled Diabetes Admission Rate 
PQI 15 Asthma in Younger Adults Admission Rate 
PQI 16 Lower-Extremity Amputation among Patients with Diabetes Rate 
PQI 91 PREVENTION QUALITY ACUTE COMPOSITE 
PQI 11 Bacterial Pneumonia Admission Rate 
PQI 12 Urinary Tract Infection Admission Rate 
PQI 92 PREVENTION QUALITY CHRONIC COMPOSITE 
PQI 01 Diabetes Short-Term Complications Admission Rate 
PQI 03 Diabetes Long-Term Complications Admission Rate 
PQI 05 Chronic Obstructive Pulmonary Disease (COPD) or Asthma in Older Adults 
Admission Rate 
PQI 07 Hypertension Admission Rate 
PQI 08 Heart Failure Admission Rate 
PQI 14 Uncontrolled Diabetes Admission Rate 
PQI 15 Asthma in Younger Adults Admission Rate 
PQI 16 Lower-Extremity Amputation among Patients with Diabetes Rate 
PQI 93 PREVENTION QUALITY DIABETES COMPOSITE 
PQI 01 Diabetes Short-Term Complications Admission Rate 
PQI 03 Diabetes Long-Term Complications Admission Rate 
PQI 14 Uncontrolled Diabetes Admission Rate 
PQI 16 Lower-Extremity Amputation among Patients with Diabetes Rate 
 
AHRQ Quality IndicatorsTM 
Quality Indicator User Guide: Prevention Quality Indicators (PQI) Composite Measures, v2021 
 
Version 2021 Page 3 July 2021 
3.0 How Are the Composites Created? 
The composites were created through a workgroup1 that included discussion of conceptual issues related 
to the composite (e.g., single composite vs. separate composites) and analyses using 2003 State Inpatient 
Databases (SID) from the AHRQ Healthcare Cost and Utilization Project (HCUP). 
The PQI composites are calculated by summing the number of discharges that meet the inclusion and 
exclusion rules for the numerator in any of a composite’s component measures (i.e., a hospitalization for 
any of the component PQIs), because the components have a common denominator. Beginning in Version 
4.3, PQI 05 Chronic Obstructive Pulmonary Disease (COPD) or Asthma in Older Adults Admission Rate 
and PQI 15 Asthma in Younger Adults Admission Rate have complementary denominators (age greater 
than or equal to 40; age less than 40) so the rationale still applies.  
Descriptive statistics for the PQIs were calculated as hospitalizations per 100,000 persons for the entire 
dataset and by county. Correlations and factor loadings for the county level rates (adjusted for age and 
gender) were examined. The relation between the composite and other area measures potentially related 
to access to care (e.g., hospital beds per population and primary care physician density) were examined. 
4.0 Steps for Creating the Composite 
The composites are constructed by summing the hospitalizations across the component conditions and 
dividing by the population. Rates can optionally be adjusted for age, sex and socio-economic status when 
comparing across regions or demographic groups. 
5.0 How Have the Composites Changed? 
The specifications of the PQI composite measures have changed in two ways since the initial release. 
First, PQI 10 Dehydration Admission Rate and PQI 13 Angina Without Procedure Admission Rate 
measures were retired in Version 2019 and removed from the composites containing them.2 Second, a 
fourth PQI composite measure, PQI 93 Prevention Quality Diabetes Composite, was added. There have 
also been changes to the specifications of component PQIs that constitute the composites, which can be 
found on the AHRQ QI website in the Log of Coding Updates and Revisions 
(https://www.qualityindicators.ahrq.gov/Downloads/Modules/PQI/v2021/ChangeLog_PQI_v2021.pdf).  
6.0 What Are the Current Uses of the Composites? 
The PQI composites are intended to be used to provide national estimates that can be tracked over time 
and to provide State and county level estimates that can be compared with the national estimate and to 
each other. The following two questions were examined in the initial creation of the composite: 
 
1 Agency for Healthcare Research and Quality (2006). Prevention Quality Indicators (PQI) Composite Measure 
Workgroup Final Report. The report is available at 
https://www.qualityindicators.ahrq.gov/Downloads/Modules/PQI/PQI_Composite_Development.pdf 
2 PQI 10 was removed from PQI composites 90 and 91. PQI 13 was removed from PQI composites 90 and 92. 
https://www.qualityindicators.ahrq.gov/Downloads/Modules/PQI/v2021/ChangeLog_PQI_v2021.pdf
https://www.qualityindicators.ahrq.gov/Downloads/Modules/PQI/PQI_Composite_Development.pdf
AHRQ Quality IndicatorsTM 
Quality Indicator User Guide: Prevention Quality Indicators (PQI) Composite Measures, v2021 
 
Version 2021 Page 4 July 2021 
1.  Does disease prevalence impact variability? 
As anticipated, areas with higher rates of diabetes and hypertension show higher hospitalizations, 
particularly in the chronic composite. However, for asthma the contrary relation is true suggesting 
other confounding factors.  
2.  Is variability driven by poverty status? 
Areas with low levels of poverty also show lower hospitalization rates for each of the PQI 
composites, which is independent of access to care. 
7.0 Additional Resources 
See the AHRQ QI website for additional PQI resources and downloads 
http://www.qualityindicators.ahrq.gov/modules/pqi_resources.aspx   
Agency for Healthcare Research and Quality (2006). Prevention Quality Indicators (PQI) Composite 
Measure Workgroup Final Report. The report is available at 
https://www.qualityindicators.ahrq.gov/Downloads/Modules/PQI/PQI_Composite_Development.pdf 
 
http://www.qualityindicators.ahrq.gov/modules/pqi_resources.aspx
https://www.qualityindicators.ahrq.gov/Downloads/Modules/PQI/PQI_Composite_Development.pdf
 Prepared for:
1.0 Overview
2.0 What Are the Composites?
3.0 How Are the Composites Created?
4.0 Steps for Creating the Composite
5.0 How Have the Composites Changed?
6.0 What Are the Current Uses of the Composites?
7.0 Additional Resources
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Six Domains of Health Care Quality
A handful of analytic frameworks for quality assessment have guided measure
development initiatives in the public and private sectors. One of the most influential is the
framework put forth by the Institute of Medicine (IOM), which includes the following six
aims for the health care system.
Safe: Avoiding harm to patients from the care that is intended to help them.
Effective: Providing services based on scientific knowledge to all who could benefit
and refraining from providing services to those not likely to benefit (avoiding underuse
and misuse, respectively).
Patient-centered: Providing care that is respectful of and responsive to individual
patient preferences, needs, and values and ensuring that patient values guide all
clinical decisions.
Timely: Reducing waits and sometimes harmful delays for both those who receive
and those who give care.
Efficient: Avoiding waste, including waste of equipment, supplies, ideas, and energy.
Equitable: Providing care that does not vary in quality because of personal
characteristics such as gender, ethnicity, geographic location, and socioeconomic
status.
Existing measures address some domains more extensively than others. The vast
majority of measures address effectiveness and safety, a smaller number examine
timeliness and patient-centeredness, and very few assess the efficiency or equity of care.
Frameworks like the IOM domains also make it easier for consumers to grasp the
meaning and relevance of quality measures. Studies have shown that providing
consumers with a framework for understanding quality helps them value a broader range
of quality indicators. For example, when consumers are given a brief, understandable
explanation of safe, effective, and patient-centered care, they view all three categories as
important. Further, when measures are grouped into user-friendly versions of those three
IOM domains, consumers can see the meaning of the measures more clearly and
understand how they relate to their own concerns about their care.
To learn more about grouping measures into categories, go to Organizing Measures To
Reduce Information Overload.
To learn more about selecting and reporting measures within categories that consumers
understand, refer to:
Hibbard J. Engaging Consumers in Quality Issues: While the road to engaging
consumers is steep, it is fairly well marked. Washington, DC: National Institute for
Health Care Management Foundation; October 2005. Available at
http://www.nihcm.org/pdf/ExpertV9.pdf .
Hibbard JH, Pawlson LG. Why Not Give Consumers a Framework for Understanding
Quality? Joint Commission Journal on Quality Improvement 2004 June. 30(6); 347-
351.
Pillittere D, Bigley MB, Hibbard J, et al. Exploring Consumer Perspectives on Good
Physician Care: A Summary of Focus Group Results. New York: The Commonwealth
Fund; January 2003. Available at
https://www.commonwealthfund.org/sites/default/files/documents/___media_files_publications_fund_report_2003_jan_exploring_consumer_perspectives_on_good_physician_care__a_summary_of_focus_group_results_pillittere_consumerperspectives_578_pdf.pdf 
 Institute of Medicine (IOM). Crossing the Quality Chasm: A New Health System for the
21st Century. Washington, D.C: National Academy Press; 2001.
 Institute of Medicine (IOM). Performance Measurement: Accelerating Improvement.
Washington, D.C: National Academy Press; 2005.
 Hibbard JH, Pawlson LG. Why Not Give Consumers a Framework for Understanding
Quality? Joint Commission Journal on Quality Improvement 2004 June. 30(6); 347-351.
Also in Select Measures to Report
The Six Domains of Health Care Quality
Types of Measures You Can Report
Understanding Data Sources
Selecting the Right Measures for Your Report
Measures of Quality for Different Health Care Settings
Quality Measurement Resources
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Page originally created February 2015
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