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      Psychological Changes of Social Media on Charitable Cultural Behavior Based on Big Data Technology

      research-article
      Journal of Environmental and Public Health
      Hindawi

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          Abstract

          With the advent of the era of big data, the world is facing the challenge of unprecedented information blowout growth, and Internet information processing technology has also ushered in rapid development. At the same time, charity culture has always been a part that the state and society attach great importance to. It is a form of social wealth redistribution and a supplement to the social security system. Based on this social background and reality, this paper analyzes and explores the psychological changes of charitable cultural behavior by social media based on big data technology. This paper introduces latent semantic analysis and constructs the theoretical framework of social media. This paper introduces the related concepts of heart rate variability and mental state, collects the factor factors and constructs the model, and studies the PLS load and cross load. This paper makes a statistical analysis of the data of charitable donations in China from 2017 to 2021 and tests the validity of the questionnaire from the psychological level. The experimental results show that the correlation between the subscales of the questionnaire and the total scale is between 0.470 and 0.820, and the correlation between the dimensions is between 0.183 and 0.590. The correlation between the dimensions and the total score of the scale is higher than that between the dimensions, which shows that there are both connections and differences between the dimensions of the two scales, which are relatively independent, and the scale has a certain structural validity.

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          Most cited references20

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          Social Media and Fake News in the 2016 Election

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            The relationship between addictive use of social media, narcissism, and self-esteem: Findings from a large national survey.

            Social media has become an increasingly popular leisure activity over the last decade. Although most people's social media use is non-problematic, a small number of users appear to engage in social media excessively and/or compulsively. The main objective of this study was to examine the associations between addictive use of social media, narcissism, and self-esteem. A cross-sectional convenient sample of 23,532 Norwegians (Mage=35.8years; range=16-88years) completed an open web-based survey including the Bergen Social Media Addiction Scale (BSMAS), the Narcissistic Personality Inventory-16, and the Rosenberg Self-Esteem Scale. Results demonstrated that lower age, being a woman, not being in a relationship, being a student, lower education, lower income, lower self-esteem, and narcissism were associated with higher scores on the BSMAS, explaining a total of 17.5% of the variance. Although most effect sizes were relatively modest, the findings supported the notion of addictive social media use reflecting a need to feed the ego (i.e., narcissistic personality traits) and an attempt to inhibit a negative self-evaluation (i.e., self-esteem). The results were also consistent with demographic predictions and associations taken from central theories concerning "addiction", indicating that women may tend to develop more addictive use of activities involving social interaction than men. However, the cross-sectional study design makes inferences about directionality impossible.
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              Social media engagement: What motivates user participation and consumption on YouTube?

              M. Khan (2017)
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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
                20 August 2022
                : 2022
                : 5871669
                Affiliations
                School of Public Administration and Policy, Renmin University of China, Beijing 100872, China
                Author notes

                Academic Editor: Zaira Zaman Chowdhury

                Author information
                https://orcid.org/0000-0001-5328-8501
                Article
                10.1155/2022/5871669
                9420634
                36046073
                99afe814-85d6-4a07-9968-e4ae32350dc8
                Copyright © 2022 Xi Chen.

                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
                : 2 July 2022
                : 23 July 2022
                : 28 July 2022
                Categories
                Research Article

                Public health
                Public health

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