Social media video analysis methodology for sarin exposure

As social media becomes increasingly ubiquitous, many events are recorded and released on social media platforms, including chemical weapon attacks. We develop an objective tool in order to evaluate brief and unstructured social media videos for analysing sarin exposure from a civilian medical patho...

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Main Authors: Sadik Toprak, Emine Yilmaz Can, Bulent Altinsoy, John Hart, Zekeriya Dogan, Mustafa Ozcetin
Format: Article
Language:English
Published: Taylor & Francis Group 2020-11-01
Series:Forensic Sciences Research
Subjects:
Online Access:http://dx.doi.org/10.1080/20961790.2020.1825061
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spelling doaj-3a85da8843c74e479c21d3dfedb7883b2020-11-25T04:08:23ZengTaylor & Francis GroupForensic Sciences Research2096-17902471-14112020-11-01001610.1080/20961790.2020.18250611825061Social media video analysis methodology for sarin exposureSadik Toprak0Emine Yilmaz Can1Bulent Altinsoy2John Hart3Zekeriya Dogan4Mustafa Ozcetin5Department of Forensic Medicine, Istanbul UniversityDepartment of Medical Pharmacology, Bulent Ecevit UniversityDepartment of Pulmonary Medicine, Bulent Ecevit UniversityJames Martin Center for Nonproliferation StudiesDepartment of Civil Engineering, Bulent Ecevit UniversityDepartment of Pediatrics, Istanbul UniversityAs social media becomes increasingly ubiquitous, many events are recorded and released on social media platforms, including chemical weapon attacks. We develop an objective tool in order to evaluate brief and unstructured social media videos for analysing sarin exposure from a civilian medical pathology perspective. We developed and validated this new questionnaire using a standardized procedure that includes content domain specification, item pool generation, content validity evaluation, a pilot study, and assessment of reliability and validity. In total, 51 sarin attacks and 48 matched videos were analysed. Cronbach’s α for all 20 items was 0.75, which indicates adequate internal reliability. The test–retest reliability was 0.96, which indicates good internal reliability. The inter-observer intraclass correlation coefficient was 0.97. After verifying sampling adequacy with the Kaiser–Meyer–Olkin measure and the factorability of the items with Barlett’s test of sphericity, a factor analysis was performed. According to the principal axis factoring, a six-factor solution explained 51.86% of the total variance. The receiver-operating characteristic curve analysis showed that the Video Score Questionnaire has a sensitivity of 0.817, a specificity of 0.478, and an efficiency of 65.3. Therefore, the Video Score Questionnaire is reliable and valid for evaluating sarin attacks from brief and unstructured social media videos. Key points Chemical weapons are still used as a method of warfare. Social media videos are an important source of information. We developed a validated scale which can analyse sarin exposure in short and unstructured videos.http://dx.doi.org/10.1080/20961790.2020.1825061forensic sciencessocial mediasarinscalequestionnairechemical weaponnerve agentyoutube
collection DOAJ
language English
format Article
sources DOAJ
author Sadik Toprak
Emine Yilmaz Can
Bulent Altinsoy
John Hart
Zekeriya Dogan
Mustafa Ozcetin
spellingShingle Sadik Toprak
Emine Yilmaz Can
Bulent Altinsoy
John Hart
Zekeriya Dogan
Mustafa Ozcetin
Social media video analysis methodology for sarin exposure
Forensic Sciences Research
forensic sciences
social media
sarin
scale
questionnaire
chemical weapon
nerve agent
youtube
author_facet Sadik Toprak
Emine Yilmaz Can
Bulent Altinsoy
John Hart
Zekeriya Dogan
Mustafa Ozcetin
author_sort Sadik Toprak
title Social media video analysis methodology for sarin exposure
title_short Social media video analysis methodology for sarin exposure
title_full Social media video analysis methodology for sarin exposure
title_fullStr Social media video analysis methodology for sarin exposure
title_full_unstemmed Social media video analysis methodology for sarin exposure
title_sort social media video analysis methodology for sarin exposure
publisher Taylor & Francis Group
series Forensic Sciences Research
issn 2096-1790
2471-1411
publishDate 2020-11-01
description As social media becomes increasingly ubiquitous, many events are recorded and released on social media platforms, including chemical weapon attacks. We develop an objective tool in order to evaluate brief and unstructured social media videos for analysing sarin exposure from a civilian medical pathology perspective. We developed and validated this new questionnaire using a standardized procedure that includes content domain specification, item pool generation, content validity evaluation, a pilot study, and assessment of reliability and validity. In total, 51 sarin attacks and 48 matched videos were analysed. Cronbach’s α for all 20 items was 0.75, which indicates adequate internal reliability. The test–retest reliability was 0.96, which indicates good internal reliability. The inter-observer intraclass correlation coefficient was 0.97. After verifying sampling adequacy with the Kaiser–Meyer–Olkin measure and the factorability of the items with Barlett’s test of sphericity, a factor analysis was performed. According to the principal axis factoring, a six-factor solution explained 51.86% of the total variance. The receiver-operating characteristic curve analysis showed that the Video Score Questionnaire has a sensitivity of 0.817, a specificity of 0.478, and an efficiency of 65.3. Therefore, the Video Score Questionnaire is reliable and valid for evaluating sarin attacks from brief and unstructured social media videos. Key points Chemical weapons are still used as a method of warfare. Social media videos are an important source of information. We developed a validated scale which can analyse sarin exposure in short and unstructured videos.
topic forensic sciences
social media
sarin
scale
questionnaire
chemical weapon
nerve agent
youtube
url http://dx.doi.org/10.1080/20961790.2020.1825061
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