IDEAS home Printed from https://ideas.repec.org/a/pal/palcom/v11y2024i1d10.1057_s41599-024-03836-2.html
   My bibliography  Save this article

Navigating the social media landscape: unraveling the intricacies of safety perceptions

Author

Listed:
  • Song Zhou

    (Fujian Normal University)

  • Qingli Guan

    (Fujian Normal University)

  • Huaqi Yang

    (Fujian Normal University)

  • Yiheng Cao

    (Fuiian Normal University)

Abstract

The emergence of social media has greatly enriched the channels and sources of information through which individuals interact. However, there remains a lack of empirical research on its actual impact on personal safety. This study employed both Structural Equation Modeling (SEM) and network analysis to explored the mechanisms by which social media engagement affects safety perceptions. Additionally, it examined gender differences from both micro-level perspectives (including general trust and perceived social support) and macro-level viewpoints (including personal belief in a just world). The findings revealed that perceived social support, general trust, and personal belief in a just world played a fully mediating role. A multi-group analysis indicated that males were more susceptibility to the influence of social media engagement, with their general trust exhibiting negligible impact on perceived safety. Consequently, this study argues that attention should be given not only how social media affects personal beliefs and safety perceptions, but also its impact on behavioral outcomes.

Suggested Citation

  • Song Zhou & Qingli Guan & Huaqi Yang & Yiheng Cao, 2024. "Navigating the social media landscape: unraveling the intricacies of safety perceptions," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-10, December.
    • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-03836-2
    DOI: 10.1057/s41599-024-03836-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41599-024-03836-2
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1057/s41599-024-03836-2?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Jiahua Chen & Zehua Chen, 2008. "Extended Bayesian information criteria for model selection with large model spaces," Biometrika, Biometrika Trust, vol. 95(3), pages 759-771.
    2. Ueda, Michiko & Mori, Kota & Matsubayashi, Tetsuya & Sawada, Yasuyuki, 2017. "Tweeting celebrity suicides: Users' reaction to prominent suicide deaths on Twitter and subsequent increases in actual suicides," Social Science & Medicine, Elsevier, vol. 189(C), pages 158-166.
    3. Giuliana Spadaro & Katharina Gangl & Jan-Willem Van Prooijen & Paul A M Van Lange & Cristina O Mosso, 2020. "Enhancing feelings of security: How institutional trust promotes interpersonal trust," PLOS ONE, Public Library of Science, vol. 15(9), pages 1-22, September.
    4. Feng Jiang & Xiaodong Yue & Su Lu & Guangtao Yu & Fei Zhu, 2016. "How Belief in a Just World Benefits Mental Health: The Effects of Optimism and Gratitude," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 126(1), pages 411-423, March.
    5. Barbara Jankowiak & Sylwia Jaskulska & Belén Sanz-Barbero & Alba Ayala & Jacek Pyżalski & Nicola Bowes & Karen De Claire & Sofia Neves & Joana Topa & Carmen Rodríguez-Blázquez & María Carmen Davó-Blan, 2020. "The Role of School Social Support and School Social Climate in Dating Violence Victimization Prevention among Adolescents in Europe," IJERPH, MDPI, vol. 17(23), pages 1-13, December.
    6. Riccardo Valente & Mattia Vacchiano, 2021. "Determinants of the Fear of Crime in Argentina and Brazil: A Cross-Country Comparison of Non-Criminal and Environmental Factors Affecting Feelings of Insecurity," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 154(3), pages 1077-1096, April.
    7. Chunhua Niu & Zhixin Jiang & Hongbing Liu & Kehu Yang & Xuping Song & Zhihong Li, 2022. "The influence of media consumption on public risk perception: a meta-analysis," Journal of Risk Research, Taylor & Francis Journals, vol. 25(1), pages 21-47, January.
    8. Katherine J. Stewart, 2003. "Trust Transfer on the World Wide Web," Organization Science, INFORMS, vol. 14(1), pages 5-17, February.
    9. Yuning Wu & Feng Li & Ruth A. Triplett & Ivan Y. Sun, 2019. "Media Consumption and Fear of Crime in a Large Chinese City," Social Science Quarterly, Southwestern Social Science Association, vol. 100(6), pages 2337-2350, October.
    10. Lingnan He & Kaisheng Lai & Zhongxuan Lin & Zhihao Ma, 2018. "Media Exposure and General Trust as Predictors of Post-traumatic Stress Disorder: Ten Years after the 5.12 Wenchuan Earthquake in China," IJERPH, MDPI, vol. 15(11), pages 1-20, October.
    11. Ma, Mengjia & Chen, Xiaoliu & Lin, Yao & Zhang, Baoshan & Bi, Yanling, 2022. "How does belief in a just world correlate with conduct problems in adolescents? The intervening roles of security, cognitive reappraisal and gender," Children and Youth Services Review, Elsevier, vol. 137(C).
    12. Valente, Riccardo & Crescenzi-Lanna, Lucrezia, 2022. "Feeling unsafe as a source of psychological distress in early adolescence," Social Science & Medicine, Elsevier, vol. 293(C).
    13. Malik, Akanksha & Sinha, Shuchi & Goel, Sanjay, 2022. "Coping with workplace sexual harassment: Social media as an empowered outcome," Journal of Business Research, Elsevier, vol. 150(C), pages 165-178.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Cheng, Junjun & Chen, Bo & Huang, Zihang, 2023. "Collective-based ad transparency in targeted hotel advertising: Consumers’ regulatory focus underlying the crowd safety effect," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    2. Frommlet, Florian & Ruhaltinger, Felix & Twaróg, Piotr & Bogdan, Małgorzata, 2012. "Modified versions of Bayesian Information Criterion for genome-wide association studies," Computational Statistics & Data Analysis, Elsevier, vol. 56(5), pages 1038-1051.
    3. Zak-Szatkowska, Malgorzata & Bogdan, Malgorzata, 2011. "Modified versions of the Bayesian Information Criterion for sparse Generalized Linear Models," Computational Statistics & Data Analysis, Elsevier, vol. 55(11), pages 2908-2924, November.
    4. Xiaotong Shen & Wei Pan & Yunzhang Zhu & Hui Zhou, 2013. "On constrained and regularized high-dimensional regression," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 65(5), pages 807-832, October.
    5. Shan Luo & Zehua Chen, 2014. "Sequential Lasso Cum EBIC for Feature Selection With Ultra-High Dimensional Feature Space," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 109(507), pages 1229-1240, September.
    6. Lu Tang & Ling Zhou & Peter X. K. Song, 2019. "Fusion learning algorithm to combine partially heterogeneous Cox models," Computational Statistics, Springer, vol. 34(1), pages 395-414, March.
    7. Molly C. Klanderman & Kathryn B. Newhart & Tzahi Y. Cath & Amanda S. Hering, 2020. "Fault isolation for a complex decentralized waste water treatment facility," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 69(4), pages 931-951, August.
    8. Qin, Li & De-Juan-Vigaray, María D., 2021. "Social commerce: Is interpersonal trust formation similar between U.S.A. and Spain?," Journal of Retailing and Consumer Services, Elsevier, vol. 62(C).
    9. Li, Xinyi & Wang, Li & Nettleton, Dan, 2019. "Sparse model identification and learning for ultra-high-dimensional additive partially linear models," Journal of Multivariate Analysis, Elsevier, vol. 173(C), pages 204-228.
    10. Jones, Benjamin A., 2018. "Forest-attacking Invasive Species and Infant Health: Evidence From the Invasive Emerald Ash Borer," Ecological Economics, Elsevier, vol. 154(C), pages 282-293.
    11. Chengde Zheng & Xiaofeng Yu & Qiming Jin, 2017. "How user relationships affect user perceived value propositions of enterprises on social commerce platforms," Information Systems Frontiers, Springer, vol. 19(6), pages 1261-1271, December.
    12. Shi, Yani & Sia, Choon Ling & Chen, Huaping, 2013. "Leveraging social grouping for trust building in foreign electronic commerce firms: An exploratory study," International Journal of Information Management, Elsevier, vol. 33(3), pages 419-428.
    13. Filipiak, Ute, 2016. "Trusting financial institutions: Out of reach, out of trust?," The Quarterly Review of Economics and Finance, Elsevier, vol. 59(C), pages 200-214.
    14. Raed S. Algharabat & Nripendra P. Rana, 0. "Social Commerce in Emerging Markets and its Impact on Online Community Engagement," Information Systems Frontiers, Springer, vol. 0, pages 1-22.
    15. Tae-Hwy Lee & Ekaterina Seregina, 2020. "Learning from Forecast Errors: A New Approach to Forecast Combination," Working Papers 202024, University of California at Riverside, Department of Economics.
    16. Leonie Kuen & Fiona Schürmann & Daniel Westmattelmann & Sophie Hartwig & Shay Tzafrir & Gerhard Schewe, 2023. "Trust transfer effects and associated risks in telemedicine adoption," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-22, December.
    17. Chenchen Ma & Jing Ouyang & Gongjun Xu, 2023. "Learning Latent and Hierarchical Structures in Cognitive Diagnosis Models," Psychometrika, Springer;The Psychometric Society, vol. 88(1), pages 175-207, March.
    18. Gonzalo García-Donato & María Eugenia Castellanos & Alicia Quirós, 2021. "Bayesian Variable Selection with Applications in Health Sciences," Mathematics, MDPI, vol. 9(3), pages 1-16, January.
    19. Wegenast, Tim & Richetta, Cécile & Krauser, Mario & Leibik, Alexander, 2022. "Grabbed trust? The impact of large-scale land acquisitions on social trust in Africa," World Development, Elsevier, vol. 159(C).
    20. Yinjun Chen & Hao Ming & Hu Yang, 2024. "Efficient variable selection for high-dimensional multiplicative models: a novel LPRE-based approach," Statistical Papers, Springer, vol. 65(6), pages 3713-3737, August.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-03836-2. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: https://www.nature.com/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.