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Understanding nonresponse to the 2007 Medicare CAHPS survey
David J Klein1, Marc N Elliott, Amelia M Haviland
1General Pediatrics, Children's Hospital Boston, Harvard Medical School, Massachusetts, USA.
Medicare Consumer Assessments of Healthcare Providers and Systems (MCAHPS) survey response rates are lower for racial/ethnic minorities and older adults. Targeted outreach and tailored communication strategies are needed to improve survey representation and capture diverse healthcare experiences.
Area of Science:
- Health Services Research
- Survey Methodology
- Gerontology
Background:
- The Medicare Consumer Assessments of Healthcare Providers and Systems (MCAHPS) survey is crucial for evaluating healthcare experiences among American seniors.
- This survey primarily uses English mailings with English and Spanish telephone follow-ups.
- Understanding nonresponse patterns is key to improving data quality and representation.
Purpose of the Study:
- To examine unit (whole survey) and item nonresponse within the MCAHPS survey.
- To identify predictors of nonresponse among Medicare beneficiaries.
- To explore challenges in surveying older adults about their healthcare.
Main Methods:
- Analysis of unit and item nonresponse data from 695,197 Medicare beneficiaries in the 2007 MCAHPS survey.
- Calculation of overall response rates (49%).
- Statistical analysis of demographic predictors for nonresponse and item missingness.
Main Results:
- Racial and ethnic minorities (Asians, African Americans, Hispanics) showed significantly lower response rates (7-17 percentage points lower) than non-Hispanic Whites.
- Response rates decreased with age, particularly after 75.
- Older beneficiaries and Asians preferred mail, while African Americans and Hispanics favored phone; phone survey breakoff was higher among African Americans and older individuals.
- Older age was the strongest predictor of item missingness; Non-Hispanic Whites had lower item missingness rates than other groups.
Conclusions:
- Improving survey response rates is essential for research on older adults and healthcare disparities.
- Strategies such as targeted prenotification, tailored follow-up, and language-specific mailings/calls can enhance representation.
- Adjustments to telephone survey protocols may also improve data collection from diverse senior populations.
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