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[Problems with Using Hospital Quality Reports as a Secondary Data Source for Health Services Research in Germany].

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German hospital quality reports (QRs) used in health services research contain significant data linkage errors. Inconsistent data and identification issues can distort research findings, limiting their validity.

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Area of Science:

  • Health Services Research
  • Medical Informatics
  • Health Data Analytics

Background:

  • German hospitals are legally mandated to publish structured quality reports (QRs) since 2005.
  • QRs are increasingly utilized for secondary data analyses in health services research due to their detailed data.
  • Methodological challenges in using QRs for analysis have been largely overlooked, potentially distorting research outcomes.

Purpose of the Study:

  • To systematically identify methodological problems in using German hospital quality reports for secondary data analysis.
  • To propose solutions for improving data linkage and ensuring the validity of health services research.

Main Methods:

  • Analysis of German Quality Reports (QRs) from 2006-2012 using a custom data linkage procedure.
  • Correlation analysis between a quality indicator and hospital staffing to exemplify cross-sectional and longitudinal study issues.
  • Qualitative and quantitative description of methodological problems and derivation of solutions from statistical literature.

Main Results:

  • Between 2-15% of hospitals failed to submit QRs annually.
  • 2-16% of QRs had ambiguous network/single-location attribution, with 6-66% of location reports erroneously including network data.
  • 10% of hospitals changed their institution code (IC), and 5% had duplicate IC-location combinations, leading to 10-20% of QRs being unlinkable using IC alone.

Conclusions:

  • Secondary data analyses using German quality reports are prone to significant errors due to inconsistent data and linkage issues.
  • These errors can distort parameters and compromise the validity of research findings.
  • Accurate and unequivocal identification of reporting hospitals is crucial for meaningful results in health services research.