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A Study on User-Oriented Subjects of Child Abuse on Wikipedia: Temporal Analysis of Wikipedia History Versions and Traffic Data

BACKGROUND: Many people turn to online open encyclopedias such as Wikipedia to seek knowledge about child abuse. However, the information available on this website is often disorganized and incomplete. OBJECTIVE: The aim of this study is to analyze Wikipedia’s coverage of child abuse and provide a m...

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Detalles Bibliográficos
Autores principales: Wang, Yanyan, Zhang, Jin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10390980/
https://www.ncbi.nlm.nih.gov/pubmed/37459149
http://dx.doi.org/10.2196/43901
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author Wang, Yanyan
Zhang, Jin
author_facet Wang, Yanyan
Zhang, Jin
author_sort Wang, Yanyan
collection PubMed
description BACKGROUND: Many people turn to online open encyclopedias such as Wikipedia to seek knowledge about child abuse. However, the information available on this website is often disorganized and incomplete. OBJECTIVE: The aim of this study is to analyze Wikipedia’s coverage of child abuse and provide a more accessible way for users to browse child abuse–related content. The study explored the main themes and subjects related to child abuse on Wikipedia and proposed a multilayer user-oriented subject schema from the general users’ perspective. METHODS: The knowledge of child abuse on Wikipedia is presented in the child abuse–related articles on it. The study analyzed child abuse–related articles on Wikipedia, examining their history versions and yearly page views data to reveal the evolution of content and popularity. The themes and subjects were identified from the articles’ text using the open coding, self-organizing map, and n-gram approaches. The subjects in different periods were compared to reveal changes in content. RESULTS: This study collected and investigated 241 associated Wikipedia articles and their history versions and traffic data. Four facets were identified: (1) maltreatment behavior (n=118, 48.9%); (2) people and environment (n=28, 11.6%); (3) problems and risks (n=33, 13.7%); and (4) protection and support (n=62, 25.7%). A total of 8 themes and 51 subjects were generated from the text, and a user-oriented subject schema linking the facets, themes, subjects, and articles was created. Maltreatment behavior (number of total views = 1.15 × 10(8)) was the most popular facet viewed by users, while people and environment (number of total views = 2.42 × 10(7)) was the least popular. The popularity of child abuse increased from 2010 to 2014 but decreased after that. CONCLUSIONS: The user-oriented subject schema provides an easier way for users to seek information and learn about child abuse. The knowledge of child abuse on Wikipedia covers the harms done to children, the problems caused by child abuse, the protection of children, and the people involved in child abuse. However, there was an inconsistency between the interests of general users and Wikipedia editors, and the child abuse knowledge on Wikipedia was found to be deficient, lacking content about typical child abuse types. To meet users’ needs, health information creators need to generate more information to fill the knowledge gap.
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spelling pubmed-103909802023-08-02 A Study on User-Oriented Subjects of Child Abuse on Wikipedia: Temporal Analysis of Wikipedia History Versions and Traffic Data Wang, Yanyan Zhang, Jin J Med Internet Res Original Paper BACKGROUND: Many people turn to online open encyclopedias such as Wikipedia to seek knowledge about child abuse. However, the information available on this website is often disorganized and incomplete. OBJECTIVE: The aim of this study is to analyze Wikipedia’s coverage of child abuse and provide a more accessible way for users to browse child abuse–related content. The study explored the main themes and subjects related to child abuse on Wikipedia and proposed a multilayer user-oriented subject schema from the general users’ perspective. METHODS: The knowledge of child abuse on Wikipedia is presented in the child abuse–related articles on it. The study analyzed child abuse–related articles on Wikipedia, examining their history versions and yearly page views data to reveal the evolution of content and popularity. The themes and subjects were identified from the articles’ text using the open coding, self-organizing map, and n-gram approaches. The subjects in different periods were compared to reveal changes in content. RESULTS: This study collected and investigated 241 associated Wikipedia articles and their history versions and traffic data. Four facets were identified: (1) maltreatment behavior (n=118, 48.9%); (2) people and environment (n=28, 11.6%); (3) problems and risks (n=33, 13.7%); and (4) protection and support (n=62, 25.7%). A total of 8 themes and 51 subjects were generated from the text, and a user-oriented subject schema linking the facets, themes, subjects, and articles was created. Maltreatment behavior (number of total views = 1.15 × 10(8)) was the most popular facet viewed by users, while people and environment (number of total views = 2.42 × 10(7)) was the least popular. The popularity of child abuse increased from 2010 to 2014 but decreased after that. CONCLUSIONS: The user-oriented subject schema provides an easier way for users to seek information and learn about child abuse. The knowledge of child abuse on Wikipedia covers the harms done to children, the problems caused by child abuse, the protection of children, and the people involved in child abuse. However, there was an inconsistency between the interests of general users and Wikipedia editors, and the child abuse knowledge on Wikipedia was found to be deficient, lacking content about typical child abuse types. To meet users’ needs, health information creators need to generate more information to fill the knowledge gap. JMIR Publications 2023-07-17 /pmc/articles/PMC10390980/ /pubmed/37459149 http://dx.doi.org/10.2196/43901 Text en ©Yanyan Wang, Jin Zhang. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 17.07.2023. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Wang, Yanyan
Zhang, Jin
A Study on User-Oriented Subjects of Child Abuse on Wikipedia: Temporal Analysis of Wikipedia History Versions and Traffic Data
title A Study on User-Oriented Subjects of Child Abuse on Wikipedia: Temporal Analysis of Wikipedia History Versions and Traffic Data
title_full A Study on User-Oriented Subjects of Child Abuse on Wikipedia: Temporal Analysis of Wikipedia History Versions and Traffic Data
title_fullStr A Study on User-Oriented Subjects of Child Abuse on Wikipedia: Temporal Analysis of Wikipedia History Versions and Traffic Data
title_full_unstemmed A Study on User-Oriented Subjects of Child Abuse on Wikipedia: Temporal Analysis of Wikipedia History Versions and Traffic Data
title_short A Study on User-Oriented Subjects of Child Abuse on Wikipedia: Temporal Analysis of Wikipedia History Versions and Traffic Data
title_sort study on user-oriented subjects of child abuse on wikipedia: temporal analysis of wikipedia history versions and traffic data
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10390980/
https://www.ncbi.nlm.nih.gov/pubmed/37459149
http://dx.doi.org/10.2196/43901
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