Leveraging Free-Form Comments to Assess and Improve Patient Satisfaction

R Terpend, C Rossetti, J Kroes… - The Annals of Family …, 2022 - Annals Family Med
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 …

Perfect ratings with negative comments: Learning from contradictory patient survey responses

AS Gallan, M Girju, R Girju - Patient Experience Journal, 2017 - pxjournal.org
This research explores why patients give perfect domain scores yet provide negative
comments on surveys. In order to explore this phenomenon, vendor-supplied in-patient …

Feasibility of real-time satisfaction surveys through automated analysis of patients' unstructured comments and sentiments

F Alemi, M Torii, L Clementz… - Quality Management in …, 2012 - journals.lww.com
This article shows how sentiment analysis (an artificial intelligence procedure that classifies
opinions expressed within the text) can be used to design real-time satisfaction surveys. To …

Beyond HCAHPS: Analysis of patients' comments provides an expanded view of their hospital experiences

AS Gallan, R Niraj, A Singh - Patient Experience Journal, 2022 - pxjournal.org
An important concern for health care professionals is that standardized patient surveys may
not fully capture all the topics that are important to patients. As a result, health care …

Using sentiment analysis to review patient satisfaction data located on the internet

AM Hopper, M Uriyo - Journal of health organization and …, 2015 - emerald.com
Purpose–The purpose of this paper is to test the usefulness of sentiment analysis and time-
to-next-complaint methods in quantifying text-based information located on the internet. As …

Automated analysis of free-text comments and dashboard representations in patient experience surveys: a multimethod co-design study

C Rivas, D Tkacz, L Antao, E Mentzakis, M Gordon… - 2019 - discovery.ucl.ac.uk
BACKGROUND: Patient experience surveys (PESs) often include informative free-text
comments, but with no way of systematically, efficiently and usefully analysing and reporting …

[HTML][HTML] Does what we write matter? Determining the features of high-and low-quality summative written comments of students on the internal medicine clerkship using …

L Gulbas, W Guerin, HF Ryder - BMC medical education, 2016 - Springer
Background Written comments by medical student supervisors provide written foundation for
grade narratives and deans' letters and play an important role in student's professional …

Multisource feedback and narrative comments: polarity, specificity, actionability, and CanMEDS roles

JM Lockyer, J Sargeant, SH Richards… - Journal of Continuing …, 2018 - journals.lww.com
Methods: Two sets of questions were tested with family physicians, medical and surgical
specialists, and their medical colleague and coworker respondents. One set asked …

Patient satisfaction report paves way to improved care.

JE Turnbull, KM Luther - QRC advisor, 1996 - europepmc.org
In this article, the second in a two-part series, we show how a data-driven clinical model was
implemented to improve care using patient satisfaction reports. Last month, we outlined the …

[HTML][HTML] Understanding patient satisfaction with received healthcare services: a natural language processing approach

K Doing-Harris, DL Mowery, C Daniels… - AMIA annual …, 2016 - ncbi.nlm.nih.gov
Important information is encoded in free-text patient comments. We determine the most
common topics in patient comments, design automatic topic classifiers, identify comments' …