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Comparing Themes Extracted via Topic Modeling and Manual Content Analysis: Korean-Language Discussions of Dementia on Twitter [chapter]

Haeyoung Lee, Sun Joo Jang, Frederick F. Sun, Peter Broadwell, Sunmoo Yoon
2022 Studies in Health Technology and Informatics  
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

Philip J. Scott, Ronald Cornet, Colin McCowan, Niels Peek, Paolo Fraccaro, Nophar Geifman, Wouter T. Gude, William Hulme, Glen P. Martin, Richard Williams
2017 Journal of Innovation in Health Informatics  
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

Various Authors
2015 Canadian Geriatrics Journal  
, 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

Katrina Forsyth, Leanne Heathcote, Jane Senior, Baber Malik, Rachel Meacock, Katherine Perryman, Sue Tucker, Rachel Domone, Matthew Carr, Helen Hayes, Roger Webb, Laura Archer-Power (+12 others)
2020 Health Services and Delivery Research  
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?

Chi I, Suzanne Dworak-Peck School Of Social Work, University Of Southern California, United States
2020 Alzheimer's & Neurodegenerative Diseases  
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


2018 Human Technology: An Interdisciplinary Journal on Humans in ICT Environments  
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  
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

Gemma M. J. Taylor, Michael N Dalili, Monika Semwal, Marta Civljak, Aziz Sheikh, Josip Car
2017 The Cochrane library  
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)  
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

Kim Garvey
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  
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  
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

Kiyoung Kim
2015 Social Science Research Network  
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  
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)

Susanne Johanna Jekat, Steffen Puhl, Luisa Carrer, Alexa Lintner
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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