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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2021
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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. |
format | Online Article Text |
id | pubmed-8663605 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
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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