SlideShare a Scribd company logo
1 of 15
Download to read offline
The relationship between
professional media and research
literature in American dentistry
Diana Hicks, Rakshit Trivedi, Julia Melkers, Kim Isett, Le Song,
Georgia Institute of Technology, Atlanta, GA 30332
September, 2016
Acknowledgements
The authors thank Simone Johnson, Jackie Elliot, Nathanael Pate, Joshua Bowling for research
assistance.
This research was funded by NICDR grant number U19-DE-22516 within the National Dental Practice
Based Research Network (PBRN).
Hicks was also supported by NSF Scisip grant 1445121.
Two literatures
Research literature Enlightenment literature
Audience Academics Broader, practicing professionals
Publisher Professional association Commercial
Access Subscription/membership/library Ad supported, free registration on website
Highest value Credibility Relevance to the context of practice,
accessibility
Complexity Technical Contextual
Quality control Peer review Editorial review, staff writer, none (vanity
publishing)
Exemplar Randomized control trial Case ~study
Media heterogeneity
Publication Sample Article Title
Journal Of Oral And
Maxillofacial Surgery
Cone Beam Computed Tomography and SimPlant Materialize Dental Software Versus Direct Measurement of the
Width and Height of the Posterior Mandible: An Anatomic Study
Dentomaxillofacial
Radiology
Cone beam CT sialography of Stafne bone cavity
General Dentistry Cone beam computed tomography for diagnosis and treatment planning of supernumerary teeth.
JADA Cone-beam computed tomography and the orthosurgical management of impacted teeth.
Compendium Cone-beam computed tomography in endodontics: are we there yet?
Inside Denti Cone-Beam Computed Tomography: A Clinician's Perspective
Dentistry Today Utilizing Digital Imaging to Enhance the Team Approach to Implant Treatment
Dr Bicuspid
Conebeam and multislice CT measurements found equally accurate
Conebeam CT findings raise liability questions
dental town Cone Beam Imaging is Great, But What Am I Looking At? Filmed LIVE at Townie Meeting! By Dr. Dale Miles
Endo blog Cone Beam CBCT To Use or Not to Use
Flucke blog Cone Beam and Other Technologies from the Chicago MidWinter Meeting
Emmott blog Cone Beam Questions for Dale Miles
Dental
media
timeline
Share of 2015 articles
Our goal: trace the movement of knowledge
through heterogeneous literatures
Discussion of research findings in media
• ~1750 or approximately 6% of articles on 24 blogs, Dr Bicuspid &
DentalTown discuss findings of research articles
• articles containing “journal of”, compendium or “abstract “
• ~ 2.7x other media mentions
• Sources vary:
• 25% or 765 posts on Jablow blog are abstracts of research articles
• 11% or 572 articles on Dr Bicuspid discuss research articles
• 41% or 198 posts on Dental Dude blog discuss research articles
• No lag
• media discusses articles the same month they are published or become available
early access
Case study – cone beam computed
tomography (CBCT)
Year Milestone
1972 Computed tomography discovered
1979 Nobel prize
1980s-90s The math years
1994 1st CBCT scan, Italy
1996 NewTom introduced, Italy
1998 1st dental paper:
Mozzo et al, A new volumetric CT machine for dental imaging based on
the cone-beam technique, European Radiology, cited over 400 times
2001 FDA approves 1st CBCT scanner for US market
Number of
blogs,
dissertations,
media articles
& books
Number of
research
articles
Web of Science
Indexed,
Cone beam or
CBCT in topic
Growth in CBCT literature
Share of CBCT posts that discuss research findings
0% 10% 20% 30% 40% 50% 60% 70%
DentalTown
DentistryToday
Flucke blog
Blogs
Emmott blog
Dr Bicuspid
Jablow blog
News aggregators
17% average564 articles classified
Guidelines discussion: another interaction
with research
Topic model of CBCT media discussion
source Hicks’ brain
Topic model of research literature
source Hicks’ classifying abstracts
Topic overlaps
Research
literature
Professional media
Conclusions
• Professional media are symbiotic with the scholarly literature
• A lot of media posts draw on journal articles
• Topics are similar, with professional media emphasizing
contextualization and journal articles emphasizing technical precision
• Future work – hierarchical topic model across heterogeneous
literature and discourses to develop metrics of this interaction

More Related Content

What's hot

Ppp Ceres Summer School 2009 (Author: Wenny Ho)
Ppp Ceres Summer School 2009 (Author: Wenny Ho)Ppp Ceres Summer School 2009 (Author: Wenny Ho)
Ppp Ceres Summer School 2009 (Author: Wenny Ho)Sarah Cummings
 
"Where are you now?", Bianca Kramer - OpenUP Training Workshop on Innovative ...
"Where are you now?", Bianca Kramer - OpenUP Training Workshop on Innovative ..."Where are you now?", Bianca Kramer - OpenUP Training Workshop on Innovative ...
"Where are you now?", Bianca Kramer - OpenUP Training Workshop on Innovative ...OpenUP project
 
Can we use altmetric at institutional level?
Can we use altmetric at institutional level?Can we use altmetric at institutional level?
Can we use altmetric at institutional level?Torres Salinas
 
Maredata iodc v2
Maredata iodc v2Maredata iodc v2
Maredata iodc v2maredata
 
Bibliometric solutions for identifying potential collaborators
Bibliometric solutions for identifying potential collaboratorsBibliometric solutions for identifying potential collaborators
Bibliometric solutions for identifying potential collaboratorsTorres Salinas
 
Education and Open Acess EYates Brock University
Education and Open Acess EYates Brock UniversityEducation and Open Acess EYates Brock University
Education and Open Acess EYates Brock UniversityElizabeth Yates
 
Unveiling the multiple faces of mobility: Towards a taxonomy of scientific mo...
Unveiling the multiple faces of mobility: Towards a taxonomy of scientific mo...Unveiling the multiple faces of mobility: Towards a taxonomy of scientific mo...
Unveiling the multiple faces of mobility: Towards a taxonomy of scientific mo...Nicolas Robinson-Garcia
 
Organisational complexity as a challenge to research assessment: a case study...
Organisational complexity as a challenge to research assessment: a case study...Organisational complexity as a challenge to research assessment: a case study...
Organisational complexity as a challenge to research assessment: a case study...ORCID, Inc
 
ARRA presentation ceu_february2011
ARRA presentation ceu_february2011ARRA presentation ceu_february2011
ARRA presentation ceu_february2011arraweb
 
Ellen Hazelkorn - Pursuing quality and excellence in higher education
Ellen Hazelkorn - Pursuing quality and excellence in higher educationEllen Hazelkorn - Pursuing quality and excellence in higher education
Ellen Hazelkorn - Pursuing quality and excellence in higher educationFundación Ramón Areces
 
G. Martineli, New SEENET-MTP Partner: SISSA - International School for Advanc...
G. Martineli, New SEENET-MTP Partner: SISSA - International School for Advanc...G. Martineli, New SEENET-MTP Partner: SISSA - International School for Advanc...
G. Martineli, New SEENET-MTP Partner: SISSA - International School for Advanc...SEENET-MTP
 
SSH & the City. From measuring societal impact to mapping social engagement
SSH & the City. From measuring societal impact to mapping social engagementSSH & the City. From measuring societal impact to mapping social engagement
SSH & the City. From measuring societal impact to mapping social engagementNicolas Robinson-Garcia
 
Responsible metrics for research - Jisc Digifest 2016
Responsible metrics for research - Jisc Digifest 2016Responsible metrics for research - Jisc Digifest 2016
Responsible metrics for research - Jisc Digifest 2016Jisc
 
Interdisciplinary Research Collaborations: Evaluation of a Funding Program
Interdisciplinary Research Collaborations: Evaluation of a Funding ProgramInterdisciplinary Research Collaborations: Evaluation of a Funding Program
Interdisciplinary Research Collaborations: Evaluation of a Funding ProgramNadine Rons
 

What's hot (20)

Ppp Ceres Summer School 2009 (Author: Wenny Ho)
Ppp Ceres Summer School 2009 (Author: Wenny Ho)Ppp Ceres Summer School 2009 (Author: Wenny Ho)
Ppp Ceres Summer School 2009 (Author: Wenny Ho)
 
"Where are you now?", Bianca Kramer - OpenUP Training Workshop on Innovative ...
"Where are you now?", Bianca Kramer - OpenUP Training Workshop on Innovative ..."Where are you now?", Bianca Kramer - OpenUP Training Workshop on Innovative ...
"Where are you now?", Bianca Kramer - OpenUP Training Workshop on Innovative ...
 
Practical applications of altmetrics
Practical applications of altmetricsPractical applications of altmetrics
Practical applications of altmetrics
 
Can we use altmetric at institutional level?
Can we use altmetric at institutional level?Can we use altmetric at institutional level?
Can we use altmetric at institutional level?
 
Maredata iodc v2
Maredata iodc v2Maredata iodc v2
Maredata iodc v2
 
Bibliometric solutions for identifying potential collaborators
Bibliometric solutions for identifying potential collaboratorsBibliometric solutions for identifying potential collaborators
Bibliometric solutions for identifying potential collaborators
 
Education and Open Acess EYates Brock University
Education and Open Acess EYates Brock UniversityEducation and Open Acess EYates Brock University
Education and Open Acess EYates Brock University
 
Unveiling the multiple faces of mobility: Towards a taxonomy of scientific mo...
Unveiling the multiple faces of mobility: Towards a taxonomy of scientific mo...Unveiling the multiple faces of mobility: Towards a taxonomy of scientific mo...
Unveiling the multiple faces of mobility: Towards a taxonomy of scientific mo...
 
Organisational complexity as a challenge to research assessment: a case study...
Organisational complexity as a challenge to research assessment: a case study...Organisational complexity as a challenge to research assessment: a case study...
Organisational complexity as a challenge to research assessment: a case study...
 
Kochalko,"Why we should stop worrying about high impact journal indicators an...
Kochalko,"Why we should stop worrying about high impact journal indicators an...Kochalko,"Why we should stop worrying about high impact journal indicators an...
Kochalko,"Why we should stop worrying about high impact journal indicators an...
 
ARRA presentation ceu_february2011
ARRA presentation ceu_february2011ARRA presentation ceu_february2011
ARRA presentation ceu_february2011
 
Ellen Hazelkorn - Pursuing quality and excellence in higher education
Ellen Hazelkorn - Pursuing quality and excellence in higher educationEllen Hazelkorn - Pursuing quality and excellence in higher education
Ellen Hazelkorn - Pursuing quality and excellence in higher education
 
Political psychology
Political psychologyPolitical psychology
Political psychology
 
G. Martineli, New SEENET-MTP Partner: SISSA - International School for Advanc...
G. Martineli, New SEENET-MTP Partner: SISSA - International School for Advanc...G. Martineli, New SEENET-MTP Partner: SISSA - International School for Advanc...
G. Martineli, New SEENET-MTP Partner: SISSA - International School for Advanc...
 
SSH & the City. From measuring societal impact to mapping social engagement
SSH & the City. From measuring societal impact to mapping social engagementSSH & the City. From measuring societal impact to mapping social engagement
SSH & the City. From measuring societal impact to mapping social engagement
 
Responsible metrics for research - Jisc Digifest 2016
Responsible metrics for research - Jisc Digifest 2016Responsible metrics for research - Jisc Digifest 2016
Responsible metrics for research - Jisc Digifest 2016
 
Interdisciplinary Research Collaborations: Evaluation of a Funding Program
Interdisciplinary Research Collaborations: Evaluation of a Funding ProgramInterdisciplinary Research Collaborations: Evaluation of a Funding Program
Interdisciplinary Research Collaborations: Evaluation of a Funding Program
 
EU-funded projects as tools for change
EU-funded projects as tools for changeEU-funded projects as tools for change
EU-funded projects as tools for change
 
Team behaviour
Team behaviourTeam behaviour
Team behaviour
 
Professional ethics
Professional ethicsProfessional ethics
Professional ethics
 

Viewers also liked

Arts - Text matching to measure patent similarity
Arts - Text matching to measure patent similarityArts - Text matching to measure patent similarity
Arts - Text matching to measure patent similarityinnovationoecd
 
Making sense of evidence /certified fixed orthodontic courses by Indian denta...
Making sense of evidence /certified fixed orthodontic courses by Indian denta...Making sense of evidence /certified fixed orthodontic courses by Indian denta...
Making sense of evidence /certified fixed orthodontic courses by Indian denta...Indian dental academy
 
Information overload rx_for_dental_professionals
Information overload rx_for_dental_professionalsInformation overload rx_for_dental_professionals
Information overload rx_for_dental_professionalsElizabeth Mamo
 
Finding articles for your research
Finding articles for your researchFinding articles for your research
Finding articles for your researchKristin Kroger
 
Rassenfosse - IProduct database of patent products pairs
Rassenfosse - IProduct database of patent products pairsRassenfosse - IProduct database of patent products pairs
Rassenfosse - IProduct database of patent products pairsinnovationoecd
 
Session 2 Literature Review
Session 2 Literature ReviewSession 2 Literature Review
Session 2 Literature Reviewenglishonecfl
 
PRINCIPLES OF SMILE DESIGN-DEMYSTIFIED
PRINCIPLES OF SMILE DESIGN-DEMYSTIFIEDPRINCIPLES OF SMILE DESIGN-DEMYSTIFIED
PRINCIPLES OF SMILE DESIGN-DEMYSTIFIEDtheaacd
 
Article Review-Writing Sample
Article Review-Writing SampleArticle Review-Writing Sample
Article Review-Writing SampleDawn Drake, Ph.D.
 

Viewers also liked (8)

Arts - Text matching to measure patent similarity
Arts - Text matching to measure patent similarityArts - Text matching to measure patent similarity
Arts - Text matching to measure patent similarity
 
Making sense of evidence /certified fixed orthodontic courses by Indian denta...
Making sense of evidence /certified fixed orthodontic courses by Indian denta...Making sense of evidence /certified fixed orthodontic courses by Indian denta...
Making sense of evidence /certified fixed orthodontic courses by Indian denta...
 
Information overload rx_for_dental_professionals
Information overload rx_for_dental_professionalsInformation overload rx_for_dental_professionals
Information overload rx_for_dental_professionals
 
Finding articles for your research
Finding articles for your researchFinding articles for your research
Finding articles for your research
 
Rassenfosse - IProduct database of patent products pairs
Rassenfosse - IProduct database of patent products pairsRassenfosse - IProduct database of patent products pairs
Rassenfosse - IProduct database of patent products pairs
 
Session 2 Literature Review
Session 2 Literature ReviewSession 2 Literature Review
Session 2 Literature Review
 
PRINCIPLES OF SMILE DESIGN-DEMYSTIFIED
PRINCIPLES OF SMILE DESIGN-DEMYSTIFIEDPRINCIPLES OF SMILE DESIGN-DEMYSTIFIED
PRINCIPLES OF SMILE DESIGN-DEMYSTIFIED
 
Article Review-Writing Sample
Article Review-Writing SampleArticle Review-Writing Sample
Article Review-Writing Sample
 

Similar to Hicks - Relationship between professional media and research liteature in american dentistry

High-level analysis of NIHR research impact derived from REF2014 case studies
High-level analysis of NIHR research impact derived from REF2014 case studiesHigh-level analysis of NIHR research impact derived from REF2014 case studies
High-level analysis of NIHR research impact derived from REF2014 case studiesAdam Kamenetzky
 
Public engagement while you sleep
Public engagement while you sleepPublic engagement while you sleep
Public engagement while you sleepUoLResearchSupport
 
Public engagement while you sleep? How altmetrics can help researchers broade...
Public engagement while you sleep? How altmetrics can help researchers broade...Public engagement while you sleep? How altmetrics can help researchers broade...
Public engagement while you sleep? How altmetrics can help researchers broade...UoLResearchSupport
 
Public engagement while you sleep
Public engagement while you sleep Public engagement while you sleep
Public engagement while you sleep Kirsten Thompson
 
Emerging trends in orthodontic research online.pptx
Emerging trends in orthodontic research online.pptxEmerging trends in orthodontic research online.pptx
Emerging trends in orthodontic research online.pptxAfaf Mohammed
 
Tweeting about journal articles: Engagement, marketing or just gibberish?
Tweeting about journal articles: Engagement, marketing or just gibberish?Tweeting about journal articles: Engagement, marketing or just gibberish?
Tweeting about journal articles: Engagement, marketing or just gibberish?Nicolas Robinson-Garcia
 
Open Access Week - Oxford, 20-24 Oct 2014
Open Access Week - Oxford, 20-24 Oct 2014Open Access Week - Oxford, 20-24 Oct 2014
Open Access Week - Oxford, 20-24 Oct 2014Susanna-Assunta Sansone
 
OpenAIRE-COAR conference 2014: Re-imagining the role of institutional reposit...
OpenAIRE-COAR conference 2014: Re-imagining the role of institutional reposit...OpenAIRE-COAR conference 2014: Re-imagining the role of institutional reposit...
OpenAIRE-COAR conference 2014: Re-imagining the role of institutional reposit...OpenAIRE
 
2015 12 ebi_ganley_final
2015 12 ebi_ganley_final2015 12 ebi_ganley_final
2015 12 ebi_ganley_finalEmma Ganley
 
Cihr guest presentation and webinar afternoon talk - january 2014
Cihr guest presentation and webinar   afternoon talk - january 2014Cihr guest presentation and webinar   afternoon talk - january 2014
Cihr guest presentation and webinar afternoon talk - january 2014Simon Denegri
 
The Current Status of 
Open Access to Scholarship
in Japan
The Current Status of 
Open Access to Scholarship
in JapanThe Current Status of 
Open Access to Scholarship
in Japan
The Current Status of 
Open Access to Scholarship
in Japansmine
 
In metrics we trust?
In metrics we trust?In metrics we trust?
In metrics we trust?ORCID, Inc
 
Scott Edmunds, HKU Open Access Week: Experiences from the front-line of Open ...
Scott Edmunds, HKU Open Access Week: Experiences from the front-line of Open ...Scott Edmunds, HKU Open Access Week: Experiences from the front-line of Open ...
Scott Edmunds, HKU Open Access Week: Experiences from the front-line of Open ...GigaScience, BGI Hong Kong
 
2014 Medical Imaging
2014 Medical Imaging2014 Medical Imaging
2014 Medical ImagingEngku Fahmi
 
Open access impact
Open access impactOpen access impact
Open access impactIryna Kuchma
 
Implementing Patient & Public Involvement in Research: 27.06.2017
Implementing Patient & Public Involvement in Research: 27.06.2017Implementing Patient & Public Involvement in Research: 27.06.2017
Implementing Patient & Public Involvement in Research: 27.06.2017RDSLondon
 

Similar to Hicks - Relationship between professional media and research liteature in american dentistry (20)

High-level analysis of NIHR research impact derived from REF2014 case studies
High-level analysis of NIHR research impact derived from REF2014 case studiesHigh-level analysis of NIHR research impact derived from REF2014 case studies
High-level analysis of NIHR research impact derived from REF2014 case studies
 
Public engagement while you sleep
Public engagement while you sleepPublic engagement while you sleep
Public engagement while you sleep
 
Public engagement while you sleep? How altmetrics can help researchers broade...
Public engagement while you sleep? How altmetrics can help researchers broade...Public engagement while you sleep? How altmetrics can help researchers broade...
Public engagement while you sleep? How altmetrics can help researchers broade...
 
Public engagement while you sleep
Public engagement while you sleep Public engagement while you sleep
Public engagement while you sleep
 
Emerging trends in orthodontic research online.pptx
Emerging trends in orthodontic research online.pptxEmerging trends in orthodontic research online.pptx
Emerging trends in orthodontic research online.pptx
 
Tweeting about journal articles: Engagement, marketing or just gibberish?
Tweeting about journal articles: Engagement, marketing or just gibberish?Tweeting about journal articles: Engagement, marketing or just gibberish?
Tweeting about journal articles: Engagement, marketing or just gibberish?
 
Open Access Week - Oxford, 20-24 Oct 2014
Open Access Week - Oxford, 20-24 Oct 2014Open Access Week - Oxford, 20-24 Oct 2014
Open Access Week - Oxford, 20-24 Oct 2014
 
OpenAIRE-COAR conference 2014: Re-imagining the role of institutional reposit...
OpenAIRE-COAR conference 2014: Re-imagining the role of institutional reposit...OpenAIRE-COAR conference 2014: Re-imagining the role of institutional reposit...
OpenAIRE-COAR conference 2014: Re-imagining the role of institutional reposit...
 
2015 12 ebi_ganley_final
2015 12 ebi_ganley_final2015 12 ebi_ganley_final
2015 12 ebi_ganley_final
 
Cihr guest presentation and webinar afternoon talk - january 2014
Cihr guest presentation and webinar   afternoon talk - january 2014Cihr guest presentation and webinar   afternoon talk - january 2014
Cihr guest presentation and webinar afternoon talk - january 2014
 
Where to publish
Where to publish Where to publish
Where to publish
 
The Current Status of 
Open Access to Scholarship
in Japan
The Current Status of 
Open Access to Scholarship
in JapanThe Current Status of 
Open Access to Scholarship
in Japan
The Current Status of 
Open Access to Scholarship
in Japan
 
In metrics we trust?
In metrics we trust?In metrics we trust?
In metrics we trust?
 
Scott Edmunds, HKU Open Access Week: Experiences from the front-line of Open ...
Scott Edmunds, HKU Open Access Week: Experiences from the front-line of Open ...Scott Edmunds, HKU Open Access Week: Experiences from the front-line of Open ...
Scott Edmunds, HKU Open Access Week: Experiences from the front-line of Open ...
 
Working with Quertle
Working with QuertleWorking with Quertle
Working with Quertle
 
2014 Medical Imaging
2014 Medical Imaging2014 Medical Imaging
2014 Medical Imaging
 
Open access impact
Open access impactOpen access impact
Open access impact
 
Research Essay Conclusion
Research Essay ConclusionResearch Essay Conclusion
Research Essay Conclusion
 
Implementing Patient & Public Involvement in Research: 27.06.2017
Implementing Patient & Public Involvement in Research: 27.06.2017Implementing Patient & Public Involvement in Research: 27.06.2017
Implementing Patient & Public Involvement in Research: 27.06.2017
 
Why Social Media?
Why Social Media?Why Social Media?
Why Social Media?
 

More from innovationoecd

OECD bibliometric indicators: Selected highlights, April 2024
OECD bibliometric indicators: Selected highlights, April 2024OECD bibliometric indicators: Selected highlights, April 2024
OECD bibliometric indicators: Selected highlights, April 2024innovationoecd
 
Presentation of the OECD Science, Technology and Innovation Outlook 2023
Presentation of the OECD Science, Technology and Innovation Outlook 2023Presentation of the OECD Science, Technology and Innovation Outlook 2023
Presentation of the OECD Science, Technology and Innovation Outlook 2023innovationoecd
 
OECD bibliometric indicators: Selected highlights, March 2023 edition
OECD bibliometric indicators: Selected highlights, March 2023 editionOECD bibliometric indicators: Selected highlights, March 2023 edition
OECD bibliometric indicators: Selected highlights, March 2023 editioninnovationoecd
 
OECD-Vinnova workshop, 7-8 February 2022
OECD-Vinnova workshop, 7-8 February 2022OECD-Vinnova workshop, 7-8 February 2022
OECD-Vinnova workshop, 7-8 February 2022innovationoecd
 
OECD-Vinnova workshop, 7-8 February 2022
OECD-Vinnova workshop, 7-8 February 2022OECD-Vinnova workshop, 7-8 February 2022
OECD-Vinnova workshop, 7-8 February 2022innovationoecd
 
OECD-VINNOVA Workshop, 7-8 February 2022
OECD-VINNOVA Workshop, 7-8 February 2022OECD-VINNOVA Workshop, 7-8 February 2022
OECD-VINNOVA Workshop, 7-8 February 2022innovationoecd
 
Analysis of scientific publishing activity: Key findings, December 2021
Analysis of scientific publishing activity: Key findings, December 2021Analysis of scientific publishing activity: Key findings, December 2021
Analysis of scientific publishing activity: Key findings, December 2021innovationoecd
 
Recommandation du Conseil de l'OCDE sur l'amélioration de l'accès aux données...
Recommandation du Conseil de l'OCDE sur l'amélioration de l'accès aux données...Recommandation du Conseil de l'OCDE sur l'amélioration de l'accès aux données...
Recommandation du Conseil de l'OCDE sur l'amélioration de l'accès aux données...innovationoecd
 
OECD Council Recommendation on Enhancing Access to and Sharing of Data
OECD Council Recommendation on Enhancing Access to and Sharing of DataOECD Council Recommendation on Enhancing Access to and Sharing of Data
OECD Council Recommendation on Enhancing Access to and Sharing of Datainnovationoecd
 
2020.01.12 OECD STI Outlook launch - Impacts of COVID-19: How STI systems res...
2020.01.12 OECD STI Outlook launch - Impacts of COVID-19: How STI systems res...2020.01.12 OECD STI Outlook launch - Impacts of COVID-19: How STI systems res...
2020.01.12 OECD STI Outlook launch - Impacts of COVID-19: How STI systems res...innovationoecd
 
OECD Digital Economy Outlook 2020: Key findings
OECD Digital Economy Outlook 2020: Key findingsOECD Digital Economy Outlook 2020: Key findings
OECD Digital Economy Outlook 2020: Key findingsinnovationoecd
 
Understanding the world of science and scientists
Understanding the world of science and scientistsUnderstanding the world of science and scientists
Understanding the world of science and scientistsinnovationoecd
 
Global Forum on Digital Security for Prosperity November 2019 event photo book
Global Forum on Digital Security for Prosperity November 2019 event photo bookGlobal Forum on Digital Security for Prosperity November 2019 event photo book
Global Forum on Digital Security for Prosperity November 2019 event photo bookinnovationoecd
 
Going Digital: Shaping Policies, Improving Lives
Going Digital: Shaping Policies, Improving LivesGoing Digital: Shaping Policies, Improving Lives
Going Digital: Shaping Policies, Improving Livesinnovationoecd
 
Global Forum on Digital Security for Prosperity December 2018 event photo book
Global Forum on Digital Security for Prosperity December 2018 event photo bookGlobal Forum on Digital Security for Prosperity December 2018 event photo book
Global Forum on Digital Security for Prosperity December 2018 event photo bookinnovationoecd
 
OECD Digital Economy Outlook 2017: Setting the foundations for the digital tr...
OECD Digital Economy Outlook 2017: Setting the foundations for the digital tr...OECD Digital Economy Outlook 2017: Setting the foundations for the digital tr...
OECD Digital Economy Outlook 2017: Setting the foundations for the digital tr...innovationoecd
 
OECD Digital Economy Outlook 2017: Presentation at Global Parliamentary Netwo...
OECD Digital Economy Outlook 2017: Presentation at Global Parliamentary Netwo...OECD Digital Economy Outlook 2017: Presentation at Global Parliamentary Netwo...
OECD Digital Economy Outlook 2017: Presentation at Global Parliamentary Netwo...innovationoecd
 
Making the next production revolution inclusive open and secure
Making the next production revolution inclusive open and secureMaking the next production revolution inclusive open and secure
Making the next production revolution inclusive open and secureinnovationoecd
 
Presentation for the OECD Telecommunication and Broadcasting Review of Mexico...
Presentation for the OECD Telecommunication and Broadcasting Review of Mexico...Presentation for the OECD Telecommunication and Broadcasting Review of Mexico...
Presentation for the OECD Telecommunication and Broadcasting Review of Mexico...innovationoecd
 

More from innovationoecd (20)

OECD bibliometric indicators: Selected highlights, April 2024
OECD bibliometric indicators: Selected highlights, April 2024OECD bibliometric indicators: Selected highlights, April 2024
OECD bibliometric indicators: Selected highlights, April 2024
 
Presentation of the OECD Science, Technology and Innovation Outlook 2023
Presentation of the OECD Science, Technology and Innovation Outlook 2023Presentation of the OECD Science, Technology and Innovation Outlook 2023
Presentation of the OECD Science, Technology and Innovation Outlook 2023
 
OECD bibliometric indicators: Selected highlights, March 2023 edition
OECD bibliometric indicators: Selected highlights, March 2023 editionOECD bibliometric indicators: Selected highlights, March 2023 edition
OECD bibliometric indicators: Selected highlights, March 2023 edition
 
OECD-Vinnova workshop, 7-8 February 2022
OECD-Vinnova workshop, 7-8 February 2022OECD-Vinnova workshop, 7-8 February 2022
OECD-Vinnova workshop, 7-8 February 2022
 
OECD-Vinnova workshop, 7-8 February 2022
OECD-Vinnova workshop, 7-8 February 2022OECD-Vinnova workshop, 7-8 February 2022
OECD-Vinnova workshop, 7-8 February 2022
 
OECD-VINNOVA Workshop, 7-8 February 2022
OECD-VINNOVA Workshop, 7-8 February 2022OECD-VINNOVA Workshop, 7-8 February 2022
OECD-VINNOVA Workshop, 7-8 February 2022
 
Analysis of scientific publishing activity: Key findings, December 2021
Analysis of scientific publishing activity: Key findings, December 2021Analysis of scientific publishing activity: Key findings, December 2021
Analysis of scientific publishing activity: Key findings, December 2021
 
Recommandation du Conseil de l'OCDE sur l'amélioration de l'accès aux données...
Recommandation du Conseil de l'OCDE sur l'amélioration de l'accès aux données...Recommandation du Conseil de l'OCDE sur l'amélioration de l'accès aux données...
Recommandation du Conseil de l'OCDE sur l'amélioration de l'accès aux données...
 
OECD Council Recommendation on Enhancing Access to and Sharing of Data
OECD Council Recommendation on Enhancing Access to and Sharing of DataOECD Council Recommendation on Enhancing Access to and Sharing of Data
OECD Council Recommendation on Enhancing Access to and Sharing of Data
 
2020.01.12 OECD STI Outlook launch - Impacts of COVID-19: How STI systems res...
2020.01.12 OECD STI Outlook launch - Impacts of COVID-19: How STI systems res...2020.01.12 OECD STI Outlook launch - Impacts of COVID-19: How STI systems res...
2020.01.12 OECD STI Outlook launch - Impacts of COVID-19: How STI systems res...
 
OECD Digital Economy Outlook 2020: Key findings
OECD Digital Economy Outlook 2020: Key findingsOECD Digital Economy Outlook 2020: Key findings
OECD Digital Economy Outlook 2020: Key findings
 
Understanding the world of science and scientists
Understanding the world of science and scientistsUnderstanding the world of science and scientists
Understanding the world of science and scientists
 
Global Forum on Digital Security for Prosperity November 2019 event photo book
Global Forum on Digital Security for Prosperity November 2019 event photo bookGlobal Forum on Digital Security for Prosperity November 2019 event photo book
Global Forum on Digital Security for Prosperity November 2019 event photo book
 
Going Digital: Shaping Policies, Improving Lives
Going Digital: Shaping Policies, Improving LivesGoing Digital: Shaping Policies, Improving Lives
Going Digital: Shaping Policies, Improving Lives
 
Global Forum on Digital Security for Prosperity December 2018 event photo book
Global Forum on Digital Security for Prosperity December 2018 event photo bookGlobal Forum on Digital Security for Prosperity December 2018 event photo book
Global Forum on Digital Security for Prosperity December 2018 event photo book
 
Oslo Manual 2018
Oslo Manual 2018Oslo Manual 2018
Oslo Manual 2018
 
OECD Digital Economy Outlook 2017: Setting the foundations for the digital tr...
OECD Digital Economy Outlook 2017: Setting the foundations for the digital tr...OECD Digital Economy Outlook 2017: Setting the foundations for the digital tr...
OECD Digital Economy Outlook 2017: Setting the foundations for the digital tr...
 
OECD Digital Economy Outlook 2017: Presentation at Global Parliamentary Netwo...
OECD Digital Economy Outlook 2017: Presentation at Global Parliamentary Netwo...OECD Digital Economy Outlook 2017: Presentation at Global Parliamentary Netwo...
OECD Digital Economy Outlook 2017: Presentation at Global Parliamentary Netwo...
 
Making the next production revolution inclusive open and secure
Making the next production revolution inclusive open and secureMaking the next production revolution inclusive open and secure
Making the next production revolution inclusive open and secure
 
Presentation for the OECD Telecommunication and Broadcasting Review of Mexico...
Presentation for the OECD Telecommunication and Broadcasting Review of Mexico...Presentation for the OECD Telecommunication and Broadcasting Review of Mexico...
Presentation for the OECD Telecommunication and Broadcasting Review of Mexico...
 

Recently uploaded

RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998YohFuh
 
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /WhatsappsBeautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsappssapnasaifi408
 
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Callshivangimorya083
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiLow Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiSuhani Kapoor
 
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptxEMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptxthyngster
 
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfMarket Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfRachmat Ramadhan H
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusTimothy Spann
 
定制英国白金汉大学毕业证(UCB毕业证书) 成绩单原版一比一
定制英国白金汉大学毕业证(UCB毕业证书)																			成绩单原版一比一定制英国白金汉大学毕业证(UCB毕业证书)																			成绩单原版一比一
定制英国白金汉大学毕业证(UCB毕业证书) 成绩单原版一比一ffjhghh
 
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
Call Girls In Mahipalpur O9654467111 Escorts Service
Call Girls In Mahipalpur O9654467111  Escorts ServiceCall Girls In Mahipalpur O9654467111  Escorts Service
Call Girls In Mahipalpur O9654467111 Escorts ServiceSapana Sha
 
100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptxAnupama Kate
 
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...Suhani Kapoor
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
Schema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfSchema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfLars Albertsson
 
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiVIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiSuhani Kapoor
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxolyaivanovalion
 

Recently uploaded (20)

RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998RA-11058_IRR-COMPRESS Do 198 series of 1998
RA-11058_IRR-COMPRESS Do 198 series of 1998
 
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /WhatsappsBeautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
 
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiLow Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
 
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptxEMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
 
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfMarket Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
 
E-Commerce Order PredictionShraddha Kamble.pptx
E-Commerce Order PredictionShraddha Kamble.pptxE-Commerce Order PredictionShraddha Kamble.pptx
E-Commerce Order PredictionShraddha Kamble.pptx
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and Milvus
 
定制英国白金汉大学毕业证(UCB毕业证书) 成绩单原版一比一
定制英国白金汉大学毕业证(UCB毕业证书)																			成绩单原版一比一定制英国白金汉大学毕业证(UCB毕业证书)																			成绩单原版一比一
定制英国白金汉大学毕业证(UCB毕业证书) 成绩单原版一比一
 
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in  KishangarhDelhi 99530 vip 56974 Genuine Escort Service Call Girls in  Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
 
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
 
Call Girls In Mahipalpur O9654467111 Escorts Service
Call Girls In Mahipalpur O9654467111  Escorts ServiceCall Girls In Mahipalpur O9654467111  Escorts Service
Call Girls In Mahipalpur O9654467111 Escorts Service
 
100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx100-Concepts-of-AI by Anupama Kate .pptx
100-Concepts-of-AI by Anupama Kate .pptx
 
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
 
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
Schema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfSchema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdf
 
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiVIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptx
 

Hicks - Relationship between professional media and research liteature in american dentistry

  • 1. The relationship between professional media and research literature in American dentistry Diana Hicks, Rakshit Trivedi, Julia Melkers, Kim Isett, Le Song, Georgia Institute of Technology, Atlanta, GA 30332 September, 2016 Acknowledgements The authors thank Simone Johnson, Jackie Elliot, Nathanael Pate, Joshua Bowling for research assistance. This research was funded by NICDR grant number U19-DE-22516 within the National Dental Practice Based Research Network (PBRN). Hicks was also supported by NSF Scisip grant 1445121.
  • 2. Two literatures Research literature Enlightenment literature Audience Academics Broader, practicing professionals Publisher Professional association Commercial Access Subscription/membership/library Ad supported, free registration on website Highest value Credibility Relevance to the context of practice, accessibility Complexity Technical Contextual Quality control Peer review Editorial review, staff writer, none (vanity publishing) Exemplar Randomized control trial Case ~study
  • 3. Media heterogeneity Publication Sample Article Title Journal Of Oral And Maxillofacial Surgery Cone Beam Computed Tomography and SimPlant Materialize Dental Software Versus Direct Measurement of the Width and Height of the Posterior Mandible: An Anatomic Study Dentomaxillofacial Radiology Cone beam CT sialography of Stafne bone cavity General Dentistry Cone beam computed tomography for diagnosis and treatment planning of supernumerary teeth. JADA Cone-beam computed tomography and the orthosurgical management of impacted teeth. Compendium Cone-beam computed tomography in endodontics: are we there yet? Inside Denti Cone-Beam Computed Tomography: A Clinician's Perspective Dentistry Today Utilizing Digital Imaging to Enhance the Team Approach to Implant Treatment Dr Bicuspid Conebeam and multislice CT measurements found equally accurate Conebeam CT findings raise liability questions dental town Cone Beam Imaging is Great, But What Am I Looking At? Filmed LIVE at Townie Meeting! By Dr. Dale Miles Endo blog Cone Beam CBCT To Use or Not to Use Flucke blog Cone Beam and Other Technologies from the Chicago MidWinter Meeting Emmott blog Cone Beam Questions for Dale Miles
  • 5. Share of 2015 articles
  • 6. Our goal: trace the movement of knowledge through heterogeneous literatures
  • 7. Discussion of research findings in media • ~1750 or approximately 6% of articles on 24 blogs, Dr Bicuspid & DentalTown discuss findings of research articles • articles containing “journal of”, compendium or “abstract “ • ~ 2.7x other media mentions • Sources vary: • 25% or 765 posts on Jablow blog are abstracts of research articles • 11% or 572 articles on Dr Bicuspid discuss research articles • 41% or 198 posts on Dental Dude blog discuss research articles • No lag • media discusses articles the same month they are published or become available early access
  • 8. Case study – cone beam computed tomography (CBCT) Year Milestone 1972 Computed tomography discovered 1979 Nobel prize 1980s-90s The math years 1994 1st CBCT scan, Italy 1996 NewTom introduced, Italy 1998 1st dental paper: Mozzo et al, A new volumetric CT machine for dental imaging based on the cone-beam technique, European Radiology, cited over 400 times 2001 FDA approves 1st CBCT scanner for US market
  • 9. Number of blogs, dissertations, media articles & books Number of research articles Web of Science Indexed, Cone beam or CBCT in topic Growth in CBCT literature
  • 10. Share of CBCT posts that discuss research findings 0% 10% 20% 30% 40% 50% 60% 70% DentalTown DentistryToday Flucke blog Blogs Emmott blog Dr Bicuspid Jablow blog News aggregators 17% average564 articles classified
  • 11. Guidelines discussion: another interaction with research
  • 12. Topic model of CBCT media discussion source Hicks’ brain
  • 13. Topic model of research literature source Hicks’ classifying abstracts
  • 15. Conclusions • Professional media are symbiotic with the scholarly literature • A lot of media posts draw on journal articles • Topics are similar, with professional media emphasizing contextualization and journal articles emphasizing technical precision • Future work – hierarchical topic model across heterogeneous literature and discourses to develop metrics of this interaction