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Health Information Needs of Young Chinese People Based on an Online Health Community: Topic and Statistical Analysis

BACKGROUND: The internet has been widely accessible and well accepted by young people; however, there is a limited understanding of the internet usage patterns and characteristics on issues related to health problems. The contents posted on online health communities (OHCs) are valuable resources to...

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Detalles Bibliográficos
Autores principales: Wang, Jie, Wang, Xin, Wang, Lei, Peng, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8663605/
https://www.ncbi.nlm.nih.gov/pubmed/34747707
http://dx.doi.org/10.2196/30356
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author Wang, Jie
Wang, Xin
Wang, Lei
Peng, Yan
author_facet Wang, Jie
Wang, Xin
Wang, Lei
Peng, Yan
author_sort Wang, Jie
collection PubMed
description BACKGROUND: The internet has been widely accessible and well accepted by young people; however, there is a limited understanding of the internet usage patterns and characteristics on issues related to health problems. The contents posted on online health communities (OHCs) are valuable resources to learn about youth's health information needs. OBJECTIVE: In this study, we concurrently exploited statistical analysis and topic analysis of online health information needs to explore the distribution, impact factors, and topics of interest relevant to Chinese young people. METHODS: We collected 60,478 health-related data sets posted by young people from a well-known Chinese OHC named xywy.com. Descriptive statistical analysis and correlation analysis were applied to find the distribution and influence factors of the information needs of Chinese young people. Furthermore, a general 4-step topic mining strategy was presented for sparse short texts, which included sentence vectorization, dimension reduction, clustering, and keyword generation. RESULTS: In the Chinese OHC, Chinese young people had a high demand for information in the areas of gynecology and obstetrics, internal medicine, dermatology, plastic surgery, and surgery, and they focused on topics such as treatment, symptoms, causes, pathology, and diet. Females accounted for 69.67% (42,136/60,478) and young adults accounted for 87.44% (52,882/60,478) of all data. Gender, age, and disease type all had a significant effect on young people's information needs and topic preferences (P<.001). CONCLUSIONS: We conducted comprehensive analyses to discover the online health information needs of Chinese young people. The research findings are of great practical value to carry out health education and health knowledge dissemination inside and outside of schools according to the interests of youth, enable the innovation of information services in OHCs, and improve the health literacy of young people.
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spelling pubmed-86636052022-01-05 Health Information Needs of Young Chinese People Based on an Online Health Community: Topic and Statistical Analysis Wang, Jie Wang, Xin Wang, Lei Peng, Yan JMIR Med Inform Original Paper BACKGROUND: The internet has been widely accessible and well accepted by young people; however, there is a limited understanding of the internet usage patterns and characteristics on issues related to health problems. The contents posted on online health communities (OHCs) are valuable resources to learn about youth's health information needs. OBJECTIVE: In this study, we concurrently exploited statistical analysis and topic analysis of online health information needs to explore the distribution, impact factors, and topics of interest relevant to Chinese young people. METHODS: We collected 60,478 health-related data sets posted by young people from a well-known Chinese OHC named xywy.com. Descriptive statistical analysis and correlation analysis were applied to find the distribution and influence factors of the information needs of Chinese young people. Furthermore, a general 4-step topic mining strategy was presented for sparse short texts, which included sentence vectorization, dimension reduction, clustering, and keyword generation. RESULTS: In the Chinese OHC, Chinese young people had a high demand for information in the areas of gynecology and obstetrics, internal medicine, dermatology, plastic surgery, and surgery, and they focused on topics such as treatment, symptoms, causes, pathology, and diet. Females accounted for 69.67% (42,136/60,478) and young adults accounted for 87.44% (52,882/60,478) of all data. Gender, age, and disease type all had a significant effect on young people's information needs and topic preferences (P<.001). CONCLUSIONS: We conducted comprehensive analyses to discover the online health information needs of Chinese young people. The research findings are of great practical value to carry out health education and health knowledge dissemination inside and outside of schools according to the interests of youth, enable the innovation of information services in OHCs, and improve the health literacy of young people. JMIR Publications 2021-11-08 /pmc/articles/PMC8663605/ /pubmed/34747707 http://dx.doi.org/10.2196/30356 Text en ©Jie Wang, Xin Wang, Lei Wang, Yan Peng. Originally published in JMIR Medical Informatics (https://medinform.jmir.org), 08.11.2021. 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 JMIR Medical Informatics, is properly cited. The complete bibliographic information, a link to the original publication on https://medinform.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Wang, Jie
Wang, Xin
Wang, Lei
Peng, Yan
Health Information Needs of Young Chinese People Based on an Online Health Community: Topic and Statistical Analysis
title Health Information Needs of Young Chinese People Based on an Online Health Community: Topic and Statistical Analysis
title_full Health Information Needs of Young Chinese People Based on an Online Health Community: Topic and Statistical Analysis
title_fullStr Health Information Needs of Young Chinese People Based on an Online Health Community: Topic and Statistical Analysis
title_full_unstemmed Health Information Needs of Young Chinese People Based on an Online Health Community: Topic and Statistical Analysis
title_short Health Information Needs of Young Chinese People Based on an Online Health Community: Topic and Statistical Analysis
title_sort health information needs of young chinese people based on an online health community: topic and statistical analysis
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8663605/
https://www.ncbi.nlm.nih.gov/pubmed/34747707
http://dx.doi.org/10.2196/30356
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