The common data quality problems in healthcare performance measurement include the limitations of administrative data as most of it lacks the clinical details required to generate credible measures. Medical record data while being detailed about clinical issues often lacks standardization and may vary widely depending on settings. Survey data from patients is expensive to obtain and is unreliable due to site variation in response rates leading to biases.
The common challenges an administrator may face when attempting to measure a physician’s performance are the heterogeneity of scientific processes and the limitations of the measure sets that are in use currently. In particular, managers are concerned about the limited scope of the measures that are in use and the defects that are inherent to these measures. The invalid inferences resulting from these measures can compromise measurement efforts for physicians. Healthcare Performance Assignment Essay