PT - JOURNAL ARTICLE AU - Regis Terpend AU - Christian Rossetti AU - James Kroes AU - Sandy Mudge AU - Justin Glass TI - Leveraging Free-Form Comments to Assess and Improve Patient Satisfaction AID - 10.1370/afm.2888 DP - 2022 Nov 01 TA - The Annals of Family Medicine PG - 551--555 VI - 20 IP - 6 4099 - http://www.annfammed.org/content/20/6/551.short 4100 - http://www.annfammed.org/content/20/6/551.full SO - Ann Fam Med2022 Nov 01; 20 AB - This study employed a text-analysis methodology to identify themes within patient comments and measure the relationship of those themes to patient satisfaction. Using these findings, a spreadsheet tool was created to allow a large sample of comments to be readily analyzed. The tool was validated using patient comment data provided by the Family Medicine Residency of Idaho. The tool gives clinicians the ability to easily analyze patient comments and identify actionable measures of patient satisfaction. Additionally, this tool will allow researchers to reduce vast sets of comment text into numerical data suited for quantitative analyses.