A systematic review of the use of topic models for short text social media analysis
Recently, research on short text topic models has addressed the challenges of social media
datasets. These models are typically evaluated using automated measures. However, recent …
datasets. These models are typically evaluated using automated measures. However, recent …
Research on the identification of medical service quality factors: based on a data-driven method
H Gao, S Lu, X Kou - Internet Research, 2022 - emerald.com
Purpose The purpose of this study is to identify medical service quality factors that patients
care about and establish a medical service quality evaluation index system by analyzing …
care about and establish a medical service quality evaluation index system by analyzing …
COVID-19 contact tracing app reviews reveal concerns and motivations around adoption
Background Google and Apple's Exposure Notifications System (ENS) was developed early
in the COVID-19 pandemic to complement existing contact tracing efforts while protecting …
in the COVID-19 pandemic to complement existing contact tracing efforts while protecting …
State legislators' divergent social media response to the opioid epidemic from 2014 to 2019: longitudinal topic modeling analysis
Background The opioid epidemic is widely recognized as a legislative priority, but there is
substantial variation in state adoption of evidence-based policy. State legislators' use of …
substantial variation in state adoption of evidence-based policy. State legislators' use of …
A data-driven large-scale group decision-making framework for managing ratings and text reviews
Even though the integration of sentiment analysis and decision-making techniques has
become popular in recent years, most of the related studies only consider the obtained …
become popular in recent years, most of the related studies only consider the obtained …
Disparities by Race and Urbanicity in Online Health Care Facility Reviews
NKR Sehgal, AK Agarwal, L Southwick… - JAMA Network …, 2024 - jamanetwork.com
Importance Online review platforms offer valuable insights into patient satisfaction and the
quality of health care services, capturing content and trends that traditional metrics might …
quality of health care services, capturing content and trends that traditional metrics might …
Association between crowdsourced health care facility ratings and mortality in US counties
Importance Mortality across US counties varies considerably, from 252 to 1847 deaths per
100 000 people in 2018. Although patient satisfaction with health care is associated with …
100 000 people in 2018. Although patient satisfaction with health care is associated with …
[HTML][HTML] Machine Learning–Based Asthma Attack Prediction Models From Routinely Collected Electronic Health Records: Systematic Scoping Review
Background An early warning tool to predict attacks could enhance asthma management
and reduce the likelihood of serious consequences. Electronic health records (EHRs) …
and reduce the likelihood of serious consequences. Electronic health records (EHRs) …
Beyond words: unveiling the implications of blank reviews in online rating systems
JP Mellinas, V Leoni - Information Technology & Tourism, 2024 - Springer
This study analyzes how review length relates to numerical scores on online platforms,
conducting separate analyses for positive and negative comments and accounting for non …
conducting separate analyses for positive and negative comments and accounting for non …
Online reviews of mental health treatment facilities: narrative themes associated with positive and negative ratings
DC Stokes, R Kishton, HJ McCalpin… - Psychiatric …, 2021 - Am Psychiatric Assoc
Objective: Previous studies indicate that patients' satisfaction with mental health care is
correlated with both treatment outcomes and quality of life. The aims of this study were to …
correlated with both treatment outcomes and quality of life. The aims of this study were to …