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      Analysis on the Key Influence of Adolescent Health Information Literacy Using Big Data Analysis Technology under Social Network Environment

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      1 , , 1 , 2
      Journal of Environmental and Public Health
      Hindawi

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          Abstract

          Purpose/Significance. This paper aims to explore the influence mechanism of adolescent health information literacy on health behavior. Method/Process. 13–19 year olds are taken as the survey objects to investigate their health information literacy through a questionnaire. Health information literacy mainly includes health information needs, acquisition, evaluation, use, and behaviors. A total of 252 adolescents' data were collected in this study, and model testing was performed with the help of regression analysis and structural equation modeling. Conclusion/Results. The results of the study show that adolescents' health information needs, acquisition, evaluation, and application abilities have a positive impact on health behaviors in the social network environment. Emotional responses and individual cognition as intermediate variables play important roles between health information literacy and health behaviors. Health information needs and health information assessments have the highest impact on mental health and social health, respectively. The society should pay special attention to the influence of adolescents' health cognition and anxiety on health behavior in the context of social network.

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          Most cited references18

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          What motivates health information exchange in social media? The roles of the social cognitive theory and perceived interactivity

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            eHealth literacy in older adults with cancer

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              Mental health problems of Dutch adolescents: the association with adolescents' and their parents' educational level.

              We studied the hypothesis of socioeconomic equalization regarding adolescents' mental health problems by examining whether a low educational level of adolescents and their parents shows independent (cumulative) or dependent (including interactive) associations with adolescents' mental health problems, or whether equalization occurred. Cross-sectional data were obtained from the preventive Youth Health Care Centre in a relatively deprived Dutch former mining area. Participants were 1861 adolescents aged 13 or 14 years (response rate 71.7%). The self-administered Dutch version of the Strengths and Difficulties Questionnaire (SDQ) was used to identify adolescents' mental health problems. Multiple logistic regression analyses were used to examine the associations, and linear regression models to check the robustness of the findings. A low educational level of adolescents was strongly related to their mental health problems (OR = 5.37; 95% CI: 3.31-8.70). The initially high odds ratios for adolescents with low-educated parents (OR = 1.72; 95% CI: 1.14-2.59) disappeared after controlling for the adolescents' own educational level (OR = 1.12; 95% CI: 0.73-1.74). In terms of interactions, no specifically increased odds were found, e.g. for low-educated adolescents with high-educated parents. There was no evidence for socioeconomic equalization regarding adolescents' mental health problems. Lower educated adolescents had substantially higher odds of having mental health problems, regardless of their parents' education. The odds may be affected by differences in intelligence and life events. Youth healthcare workers should collaborate closely with schools to intervene in time, particularly among low-educated adolescents. More interventions are probably needed to reduce these major inequities.
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                Author and article information

                Contributors
                Journal
                J Environ Public Health
                J Environ Public Health
                jeph
                Journal of Environmental and Public Health
                Hindawi
                1687-9805
                1687-9813
                2022
                11 July 2022
                : 2022
                : 4126217
                Affiliations
                1School of Economics and Management, Changchun University of Science and Technology, Changchun 130022, China
                2School of Visual Arts and Design, Changchun Guanghua University, Changchun 130022, China
                Author notes

                Academic Editor: Zhao Kaifa

                Author information
                https://orcid.org/0000-0002-3246-8842
                Article
                10.1155/2022/4126217
                9293561
                96a15a50-ccb4-4e7a-a4b4-da71b2be639d
                Copyright © 2022 Mingkui Huo et al.

                This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

                History
                : 1 June 2022
                : 17 June 2022
                : 18 June 2022
                Categories
                Research Article

                Public health
                Public health

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