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Updated: Oct 21, 2025

Oral Health Assessment by Lay Personnel for Older Adults
Published on: February 2, 2020
Alignment Between Objective and Subjective Assessments of Health System Performance: Findings From a Mixed-Methods
Dmitry Khodyakov1, Christine Buttorff, Lea Xenakis
1RAND Corporation, Santa Monica, California.
Health system executive perceptions of performance often don't align with objective data. Achieving high performance relies on organizational culture, governance, and staff engagement, not just clinical quality.
Area of Science:
- Health Services Research
- Organizational Behavior
- Healthcare Management
Background:
- Assessing health system performance is complex, involving both objective metrics and subjective executive perceptions.
- Discrepancies between subjective and objective performance evaluations may impact strategic decision-making and resource allocation.
Purpose of the Study:
- To evaluate the alignment between health system executives' subjective performance assessments and objective performance measures.
- To qualitatively explore factors contributing to high performance in healthcare organizations.
Main Methods:
- Interviews with 138 C-suite executives from 24 diverse health systems (2017-2019).
- Maximum variation sampling based on objective clinical performance.
- Thematic analysis of executive perceptions and identified drivers of high performance.
Main Results:
- Poor agreement (kappa = 0.082) was found between subjective and objective performance assessments, with executives generally rating their systems higher.
- Subjective assessments often prioritized market competition, financial performance, and customer satisfaction over clinical quality.
- Executives citing clinical quality metrics showed alignment between subjective and objective ratings.
Conclusions:
- Subjective performance assessments by executives may not accurately reflect objective performance, particularly when clinical quality is not the primary focus.
- Organizational culture, governance, and staff engagement are key levers for achieving high health system performance.
- Further research is needed on incorporating subjective assessments into value-based payment models.
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