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Comparing Themes Extracted via Topic Modeling and Manual Content Analysis: Korean-Language Discussions of Dementia on Twitter
[chapter]
2022
Studies in Health Technology and Informatics
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We compared the themes extracted by LDA topic modeling to those identified via manual coding methods. ...
We independently applied Latent Dirichlet Allocation (LDA) topic modeling and qualitative content analysis to the texts of the Tweets. ...
Acknowledgments This research was supported by the Chung-Ang University Research Grants in 2020 (PI: Lee), and US federal grant TweetS2 R01AG060929 (PI: Yoon). ...
doi:10.3233/shti220704
pmid:35773850
pmcid:PMC9260886
fatcat:oqmbsy5cfberfjzzt66ngobari
Informatics for Health 2017: Advancing both science and practice
2017
Journal of Innovation in Health Informatics
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of the possible, seen in the breadth and depth of our contributions. ...
This special issue of the Journal of Innovation in Health Informatics contains 113 presentation abstracts and 149 poster abstracts from the congress.Discussion: The twin programmes of "Big Data" and "Digital ...
A neurologist adjudicated on whether dementia was present based on the extracted notes, providing the reference standard to which the coded data were compared. ...
doi:10.14236/jhi.v24i1.939
pmid:28665785
fatcat:fj7cg7o6h5c3hnd5x7b2cfo2te
Abstracts from the 35th Annual Scientific Meeting of the Canadian Geriatrics Society, Montreal, April 2015
2015
Canadian Geriatrics Journal
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, and 33% received high level of geriatric consultation. ...
We measured the availability of geriatric expertise in Quebec EDs and its relationship with ED characteristics such as university affiliation, number of stretchers, and geographical location. ...
We analyzed a subset of interview transcripts in triplicate, using conventional content analysis to develop a consensus list of codes and organize them into meaningful themes. ...
doi:10.5770/cgj.18.203
fatcat:6iqpz2ijobestjv6bcfqnqu454
Dementia and mild cognitive impairment in prisoners aged over 50 years in England and Wales: a mixed-methods study
2020
Health Services and Delivery Research
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Limitations Our prevalence rate was based on the results of a standardised assessment tool, rather than on clinical diagnosis by a mental health professional, and therefore it may represent an overestimation ...
; understand the first-hand experiences of prisoners living with dementia and mild cognitive impairment; develop a care pathway for prisoners with dementia and mild cognitive impairment; develop dementia ...
Training content analysis included gaps in knowledge or areas in which staff lack confidence in relation to identification and management of MCI and dementia, and what topics should be covered in training ...
doi:10.3310/hsdr08270
fatcat:edgs5k7glvgcrbmhcqe6nrm2fq
Is China Ready For Dementia?
2020
Alzheimer's & Neurodegenerative Diseases
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In terms of social media, a study found that dementia is an object of ridicule on Twitter 3 . ...
and urgency of the topic matter. ...
dementia around the world. • Represent people with dementia and families on international platforms at the UN and WHO. ...
doi:10.24966/and-9608/100041
fatcat:klmxy3th4rhcbn6jhgcxp2bgny
:{unav)
2018
Human Technology: An Interdisciplinary Journal on Humans in ICT Environments
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extraction and analysis. ...
Data extraction and description of studies
3. Analysis & Synthesis
• a. Inductive coding
• b. Organization of codes into descriptive themes
• c. ...
We are also very grateful to Susan Frekko, who provided comments on and edited this article. ...
doi:10.17011/ht/urn.201811224832
fatcat:tjn2jtfh4jhj3haqseoymofmru
Abstracts From the 25th Annual Health Care Systems Research Network Conference, April 8–10, 2019, Portland, Oregon
2019
Journal of Patient-Centered Research and Reviews
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of human health, the care of the individual patient, and the care of populations. ...
Journal of Patient-Centered Research and Reviews ( JPCRR) is a peerreviewed scientific journal whose mission is to communicate clinical and bench research findings, with the goal of improving the quality ...
P1.07 Positive Predictive Value and Sensitivity of ICD-9 Codes for Childhood Leukemia in Integrated Health Plans ...
doi:10.17294/2330-0698.1706
fatcat:4ahgmdjaujevpg2wclvycxkspq
Internet-based interventions for smoking cessation
2017
The Cochrane library
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model as QuitCoach but was delivered via a stream of SMS messages. ...
Two review authors independently extracted data, and one extractor then checked data and compared the findings. This stage included an evaluation of risks of bias (see below). ...
analysis, and led on write-up of the review. ...
doi:10.1002/14651858.cd007078.pub5
pmid:28869775
fatcat:l3dan4ges5d5lp3wqqzeijmpga
North American Society for the Psychology of Sport and Physical Activity
2022
Journal of Sport & Exercise Psychology (JSEP)
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The devices in our pockets and on our wrists often demand our immediate attention. They also facilitate full-scale reconsideration of how we study and optimize human behavior. ...
of zooms, tensions, and switches (ZOOTS) is transforming our understanding of human movement. ...
Twitter discussion forum. ...
doi:10.1123/jsep.2022-0071
fatcat:yl2c7hvawre2lmyf7mqnrjkpoe
Learning Online During Active and After Separation: Gulf War Veterans' Experience
2021
figshare.com
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Using the Modified Van Kaam method of data analysis proposed by Moustakas (1994), the interview data yielded 14 emergent themes. ...
The purpose of this exploratory, qualitative study was to explore the intersection of military education, postsecondary education, online learning, and transitioning in one context. ...
variables and is one of the few studies located that focuses on the content and design of online courses. ...
doi:10.6084/m9.figshare.16799785.v1
fatcat:pe72zo6kt5h7vbp3rqieh4auri
Behavioral Medicine, Clinical Nutrition, Education, and Exercise
2017
Diabetes
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Students involved in SMA gained exposure to novel models of care, the challenges of other aspects of diabetes care, and the complexities of the patient-perceived experience of diabetes. ...
The aim of the study was to 1) implement an SMA model that incorporated the rotation of medical, physician assistant, and undergraduate students, pharmacy residents, and an attending endocrinologist to ...
Focus group discussions were coded and analyzed via content and thematic analyses using NVivo 10 software. ...
doi:10.2337/db17-664-889
fatcat:6qnwtkbmureypelwbk3hm763k4
Behavioral Medicine, Clinical Nutrition, Education, and Exercise
2013
Diabetes
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Grounded theory and thematic content analysis were used to extract major themes in the sample. ...
A Content analysis of photos/narratives (N=202 photos) revealed 5 main types of representation categorized broadly under themes of challenge and resilience. ...
Post-intervention focus group transcripts were inductively analyzed to derive themes & develop a theoretical model of DEC process & outcomes. ...
doi:10.2337/db13-680-858
pmid:23792715
fatcat:t2g4dwyq4vg53ebhhugicvm52i
On the Fundamentals of Law and Public Policy
2015
Social Science Research Network
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As such, the courts will need to be mindful of the balance between the rights of the student and the parents as well as the legitimate financial and administrative concerns of the school district (Roddick ...
This decision impacts future disability and harassment claims showcasing the importance of documentation and continued efforts to meet children's needs. The U.S. ...
In this operation, the running story may attract a focus from the public, who can center on the key event and may enable to manage comparable stories in the same caption or attribute of theme. ...
doi:10.2139/ssrn.2593758
fatcat:a3lwnhpl5jfppasot35enebbyu
Data-driven integrity
[chapter]
2019
Open Government Data Review of Mexico
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It highlights country practices and provides guidance on applying data to improve the quality of public services and citizen well-being. ...
Foreword As rapid digital transformation changes all aspects of daily life, citizens expect their governments to provide better services and policies that deliver on the promises of the digital age. ...
The pilot involved conducting a network analysis of web and social media (e.g. news, blogs and Twitter) to identify relevant content and determine whether its tone was positive or negative in order to ...
doi:10.1787/d4c5cea4-en
fatcat:pg34fcez2zdm7nltoacsrjyoya
Proceedings of the 3rd Swiss conference on barrier-free communication (BfC 2020)
2021
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A corpus-based analysis" and "Health texts in Plain Language for migrant women" are funded by the Robert Bosch Stiftung. ...
Regina Stodden Accessibility and comprehensibility of user-generated content: Challenges and chances for easy-tounderstand languages The GINKO study showed that the majority of working participants with ...
Empirical analysis The empirical analysis proposed in this paper will discuss whether subtitling speed and method of text reduction have an influence on content comprehension of subtitled television programmes ...
doi:10.21256/zhaw-3001
fatcat:yrhu5fgl6bbqjoetoq5hyjbc6m
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