Applying natural language processing and machine learning techniques to patient experience feedback: a systematic review

M Khanbhai, P Anyadi, J Symons… - BMJ Health & Care …, 2021 - pmc.ncbi.nlm.nih.gov
Objectives Unstructured free-text patient feedback contains rich information, and analysing
these data manually would require a lot of personnel resources which are not available in …

[HTML][HTML] Sentiment analysis of health care tweets: review of the methods used

S Gohil, S Vuik, A Darzi - JMIR public health and …, 2018 - publichealth.jmir.org
Background: Twitter is a microblogging service where users can send and read short 140-
character messages called “tweets.” There are several unstructured, free-text tweets relating …

The role played by government communication on the level of public fear in social media: An investigation into the Covid-19 crisis in Italy

R Lerouge, MD Lema, M Arnaboldi - Government Information Quarterly, 2023 - Elsevier
In situations of crisis, governments must acknowledge that communication is a major
weapon in their armoury, and can be used to convince the public to accept sometimes …

Yelp reviews of hospital care can supplement and inform traditional surveys of the patient experience of care

BL Ranard, RM Werner, T Antanavicius… - Health …, 2016 - healthaffairs.org
Little is known about how real-time online rating platforms such as Yelp may complement
the Hospital Consumer Assessment of Healthcare Providers and Systems (HCAHPS) …

[HTML][HTML] Use of social media for e-Government in the public health sector: A systematic review of published studies

A Tursunbayeva, M Franco, C Pagliari - Government Information Quarterly, 2017 - Elsevier
Although the intersection between social media and health has received considerable
research attention, little is known about how public sector health organizations are using …

Social media as a resource for sentiment analysis of Airport Service Quality (ASQ)

L Martin-Domingo, JC Martín, G Mandsberg - Journal of Air Transport …, 2019 - Elsevier
User generated content (UGC) is providing new broad information datasets about airport
service quality (ASQ) that are more easily available to researchers than information …

Measuring patient-perceived quality of care in US hospitals using Twitter

JB Hawkins, JS Brownstein, G Tuli… - BMJ quality & …, 2016 - qualitysafety.bmj.com
Background Patients routinely use Twitter to share feedback about their experience
receiving healthcare. Identifying and analysing the content of posts sent to hospitals may …

[HTML][HTML] Patient satisfaction and hospital quality of care evaluation in malaysia using servqual and facebook

AIA Rahim, MI Ibrahim, KI Musa, SL Chua, NM Yaacob - Healthcare, 2021 - mdpi.com
Social media sites, dubbed patient online reviews (POR), have been proposed as new
methods for assessing patient satisfaction and monitoring quality of care. However, the …

Using social media for support and feedback by mental health service users: thematic analysis of a twitter conversation

A Shepherd, C Sanders, M Doyle, J Shaw - BMC psychiatry, 2015 - Springer
Background Internet based social media websites represent a growing space for
interpersonal interaction. Research has been conducted in relation to the potential role of …

Hospital evaluations by social media: a comparative analysis of Facebook ratings among performance outliers

MK Glover, O Khalilzadeh, G Choy… - Journal of general …, 2015 - Springer
BACKGROUND An increasing number of hospitals and health systems utilize social media
to allow users to provide feedback and ratings. The correlation between ratings on social …