Identifying Key Hospital Service Quality Factors in Online Health Communities
Journal of Medical Internet ResearchPublished 7 April 2015Open access
Yuchul Jung, Cinyoung Hur, Dain Jung, Minki Kim
Citations47
SJR quartileQ1
SJR score1.99
SNIP1.96
Generate an AI Snapshot to get a quick, structured summary of this paper.
Study Snapshot
ObjectiveStudy objective
MethodsResearch methodology
PopulationPopulation studied
Sample sizeSample sizes
OutcomesStudy outcomes here
ResultsStudy results comes here
LimitationsResearch study limitations comes here
A concise AI-generated summary of the paper will appear here once you click Generate AI Snapshot.
TL;DR
A novel approach to identify hospital service quality factors and overtime trends automatically from online health communities, especially hospital-related questions and answers is proposed, which could be used to provide timely information to caregivers, hospital officials, and medical officials for health care policies.
Abstract
These findings could be used to provide timely information to caregivers, hospital officials, and medical officials for health care policies.
Keywords
Social SciencesDecision SciencesBusiness, Management and Accounting
Journal of MarketingA Conceptual Model of Service Quality and Its Implications for Future Research
17,152 Citations1985A. Parasuraman, Valarie A. Zeithaml +1 more
now publishers, Inc. eBooksOpinion Mining and Sentiment Analysis
6,745 Citations2008Bo Pang, Lillian Lee
Foundations and Trends® in Information RetrievalOpinion Mining and Sentiment Analysis
6,204 Citations2008Bo Pang, Lillian Lee
This survey covers techniques and approaches that promise to directly enable opinion-oriented information-seeking systems and focuses on methods that seek to address the new challenges raised by sentiment-aware applications, as compared to those that are already present in more traditional fact-based analysis.
Journal of Marketing ResearchThe Effect of Word of Mouth on Sales: Online Book Reviews
5,939 Citations2006Judith A. Chevalier, Dina Mayzlin
Decision Support SystemsDo online reviews matter? — An empirical investigation of panel data
1,663 Citations2008Wenjing Duan, Bin Gu +1 more
The result shows that the rating of online user reviews has no significant impact on movies' box office revenues after accounting for the endogeneity, indicating that online user Reviews have little persuasive effect on consumer purchase decisions.
SSRN Electronic JournalDo Online Reviews Matter? - an Empirical Investigation of Panel Data
1,032 Citations2005Wenjing Duan, Bin Gu +1 more
Marketing ScienceMine Your Own Business: Market-Structure Surveillance Through Text Mining
704 Citations2012Oded Netzer, Ronen Feldman +2 more
This paper proposes an approach for firms to explore online user-generated content and “listen” to what customers write about their and their competitors' products and demonstrates this approach using two cases---sedan cars and diabetes drugs---generating market-structure perceptual maps and meaningful insights without interviewing a single consumer.
Health Care Management ReviewWhat attributes determine quality and satisfaction with health care delivery?
363 Citations1994Michael R. Bowers, John E. Swan +1 more
Five attributes of health care delivery that define patients' perceptions of quality and satisfaction are identified and managerial implications for diagnosing quality concerns of patients are discussed.
Journal of Medical Internet ResearchUse of Sentiment Analysis for Capturing Patient Experience From Free-Text Comments Posted Online
332 Citations2013Felix Greaves, Daniel Ramirez-Cano +3 more
Journal of Medical SystemsThe Impact of CyberHealthcare on the Physician–Patient Relationship
265 Citations2003James G. Anderson, Michelle Rainey +1 more
The issues that this paper addresses include the following: What are the major factors that are leading to the increased use of the Internet by consumers to obtain health-related information and services?
Journal of Medical Internet ResearchCancer Survivorship in the Age of YouTube and Social Media: A Narrative Analysis
227 Citations2011Wen‐Ying Sylvia Chou, Yvonne Hunt +2 more
The analytic results of this descriptive study point to the common characteristics of authentic cancer survivorship stories online, which may inform development of narrative-based communication, particularly in maintaining authenticity and emotional engagement.
Health Services ResearchMeasuring Hospital Care from the Patients' Perspective: An Overview of the CAHPS<sup>®</sup> Hospital Survey Development Process
227 Citations2005Elizabeth Goldstein, Marybeth Farquhar +3 more
The current version of the CAHPS Hospital Survey has survey items in seven domains, two overall ratings of the hospital and five items used for adjusting for the mix of patients across hospitals and for analytical purposes.
Exploiting dictionaries in named entity extraction
224 Citations2004William W. Cohen, Sunita Sarawagi
A semi-Markov extraction process is formalized, which is based on sequentially classifying segments of several adjacent words, rather than single words, and provides a more natural formulation of the NER problem than sequential word classification.
Managing Service QualityService quality in hospitals: more favourable than you might think
202 Citations2003M. Sadiq Sohail
Patients’ perceived value of the services exceed expectations for all the variables measured, and a comprehensive scale adapted from SERVQUAL is empirically evaluated for its usefulness in the Malaysian hospital environment.
Supportive Care in CancerThe role of the Internet in supporting and informing carers of people with cancer: a literature review
125 Citations2010Nicole Kinnane, Donna Milne
Interactive Internet applications developed specifically for carer use have the potential to prepare, inform and support the carer in their ever-expanding health care role.
Health PolicyWhat do patients say about their physicians? An analysis of 3000 narrative comments posted on a German physician rating website
120 Citations2014Martin Emmert, Florian Meier +3 more
Users of the German PRW, jameda, are mostly satisfied with their physicians, but physicians should focus on the time spent with the patients, waiting time, as well as on taking the patients more seriously.
Health Care Management ReviewThe Dimensions of Service Quality For Hospitals: Development and Use of the KQCAH Scale
115 Citations2001Victor E. Sower, JoAnn Duffy +3 more
This instrument, the Key Quality Characteristics Assessment for Hospitals (KQCAH) scale, was developed using input from 12 hospital administrators, over 100 hospital employees, and 23 recent patients and family members.
Journal of Medical Internet ResearchReasons for Consulting a Doctor on the Internet: Web Survey of Users of an Ask the Doctor Service
112 Citations2003Göran Umefjord, Göran Petersson +1 more
It is found that an Internet based Ask the Doctor service is primarily consulted because it is convenient, but it may also be of value for individuals with needs that regular health care services have not been able to meet.
PLoS ONEHealth-Related Hot Topic Detection in Online Communities Using Text Clustering
112 Citations2013Yingjie Lu, Pengzhu Zhang +3 more
Automatic topic detection based on document clustering is an alternative approach for extracting health-related hot topics in online communities and is integrated into medical domain-specific features to represent the messages posted in online health communities.
Mining expertise and interests from social media
99 Citations2013Ido Guy, Uri Avraham +4 more
This work provides an extensive study that explores the use of social media to infer expertise within a large global organization by evaluating the data they produce through a large user survey, with 670 enterprise social media users.
Journal of Health and Human Services AdministrationIdentifying Health Care Quality Attributes
88 Citations2005Roshnee. Ramsaran-Fowdar
Results from a study described in this paper verify SERVQUAL dimensions, but demonstrate additional dimensions that are specific to health care settings.
BMJ Quality & SafetyTweets about hospital quality: a mixed methods study
88 Citations2014Felix Greaves, Anthony A Laverty +5 more
Only a small proportion of tweets directed at hospitals discuss quality of care and there was no clear relationship between Twitter sentiment and other measures of quality, potentially limiting Twitter as a medium for quality monitoring.
American Journal of Medical QualityDo Patients “Like” Good Care? Measuring Hospital Quality via Facebook
75 Citations2013Alex Timian, Sonia Rupcic +2 more
An exploratory quantitative analysis of hospitals’ Facebook pages showed that Facebook “Likes” have a strong negative association with 30-day mortality rates and are positively associated with patient recommendation, suggesting that the number of Facebook "Likes" for a hospital may serve as an indicator of hospital quality and patient satisfaction.
PLoS MedicineResearch Conducted Using Data Obtained through Online Communities: Ethical Implications of Methodological Limitations
72 Citations2012A. Cecile J.W. Janssens, Peter Kraft
An Essay by Cecile Janssens and Peter Kraft discusses the limitations inherent in research involving collection of self-reported data by self-selected participants, and makes proposals for upfront communication of such limitations to study participants.
Journal of Medical Internet ResearchWhat Are Young Adults Saying About Mental Health? An Analysis of Internet Blogs
65 Citations2012Madalyn Marcus, Henny A. Westra +2 more
One reason young adults do not seek care might be that they view the mental health system negatively and feel disconnected from these services, which suggests efforts should focus on creating and developing resources and services that allow young adults to feel connected and empowered.
Journal of Advanced NursingMeasurement of outpatients' views of service quality in a Finnish university hospital
47 Citations2002Hannele Hiidenhovi, Kaija Nojonen +1 more
The questionnaire, which has not been described in use previously, proved to be a good tool enabling systematic access to patient feedback on service quality in outpatient departments and allowed the detection of strengths of the service provided by a large organization and long-term trends from patients' perspective.
Lecture notes in computer scienceA Hybrid Mood Classification Approach for Blog Text
23 Citations2006Yuchul Jung, Hogun Park +1 more
Lecture notes in computer sciencePhrase Similarity through the Edit Distance
13 Citations2004Jesús Vilares, Francisco J. Ribadas +1 more
This proposal allows us to obtain a more accurate notion of semantic proximity at sentence level, without increasing the complexity of the pattern-matching algorithm on which it is based.
The Journal of the Korean Institute of Information and Communication EngineeringA Study on the Case Analysis of Customer Reputation based on Big Data
10 Citations2013Eun-Jee Song
The research of buzz monitoring system that analyzes big data, and examples of customer reputation using buzz monitoring are presented, and the implication of the result from the customer reputation is analyzed.
Journal of Medical Internet ResearchInvestigating the Congruence of Crowdsourced Information With Official Government Data: The Case of Pediatric Clinics
9 Citations2014Minki Kim, Yuchul Jung +2 more
It is found that the congruence of crowdsourced information on health care services varied across regions and that these variations could be explained by geospecific demographic factors.
