IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i17p12798-d1223929.html
   My bibliography  Save this article

Consumer-Perceived Risks and Sustainable Development of China’s Online Gaming Market: Analysis Based on Social Media Comments

Author

Listed:
  • Ling Lin

    (School of Computing and Artificial Intelligence, Southwestern University of Finance and Economics, Chengdu 611130, China)

  • Tao Shu

    (School of Software Engineering, Chengdu University of Information Technology, Chengdu 610225, China)

  • Han Yang

    (School of Computer Science, Chengdu University of Information Technology, Chengdu 610225, China)

  • Jun Wang

    (School of Management Science and Engineering, Southwestern University of Finance and Economics, Chengdu 611130, China)

  • Jixian Zhou

    (School of Computing and Artificial Intelligence, Southwestern University of Finance and Economics, Chengdu 611130, China)

  • Yuxuan Wang

    (School of Computer Science, University of Nottingham, Nottingham NG7 2RD, UK)

Abstract

Online gaming constitutes an indispensable facet of China’s digital economy, catalyzing consumer discussions on social media platforms. This study employs a comprehensive natural language processing framework, encompassing topic mining, multi-label classification, and sentiment analysis, to evaluate consumers’ psychological perceptions of the risks associated with online games through social media comments. This study identifies 11 distinct perceived risk topics, including “Excessive Temptation”, “Entry Regulation”, and “Culture Implantation”. Numerous comments encompass multiple topics, each infused with diverse emotional inclinations, thus unveiling disparate consumer perspectives. These findings underscore the critical significance of addressing potential perceived risks and mitigating negative consumer emotions for enterprises operating within online gaming. Such measures are pivotal to maintaining a brand image, business reputation, and enduring growth. Furthermore, this study extends valuable insights to regulatory bodies, contributing to enhancing administrative efficiency, safeguarding consumer rights, and fostering a robust and sustainable trajectory within China’s online gaming market.

Suggested Citation

  • Ling Lin & Tao Shu & Han Yang & Jun Wang & Jixian Zhou & Yuxuan Wang, 2023. "Consumer-Perceived Risks and Sustainable Development of China’s Online Gaming Market: Analysis Based on Social Media Comments," Sustainability, MDPI, vol. 15(17), pages 1-20, August.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:17:p:12798-:d:1223929
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/17/12798/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/17/12798/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Suzanne Lischer & Emilien Jeannot & Lukas Brülisauer & Niels Weber & Yasser Khazaal & Samuel Bendahan & Olivier Simon, 2022. "Response to the Regulation of Video Games under the Youth Media Protection Act: A Public Health Perspective," IJERPH, MDPI, vol. 19(15), pages 1-11, July.
    2. Tao Shu & Zhiyi Wang & Ling Lin & Huading Jia & Jixian Zhou, 2022. "Customer Perceived Risk Measurement with NLP Method in Electric Vehicles Consumption Market: Empirical Study from China," Energies, MDPI, vol. 15(5), pages 1-23, February.
    3. Sutian Duan & Zhiyong Shen & Xiao Luo, 2022. "Exploring the Relationship between Urban Youth Sentiment and the Built Environment Using Machine Learning and Weibo Comments," IJERPH, MDPI, vol. 19(8), pages 1-20, April.
    4. Xuehua Han & Juanle Wang & Min Zhang & Xiaojie Wang, 2020. "Using Social Media to Mine and Analyze Public Opinion Related to COVID-19 in China," IJERPH, MDPI, vol. 17(8), pages 1-22, April.
    5. Chia-Lee Yang & Chi-Yo Huang & Yi-Hao Hsiao, 2021. "Using Social Media Mining and PLS-SEM to Examine the Causal Relationship between Public Environmental Concerns and Adaptation Strategies," IJERPH, MDPI, vol. 18(10), pages 1-23, May.
    6. Tao Shu & Zhiyi Wang & Huading Jia & Wenjin Zhao & Jixian Zhou & Tao Peng, 2022. "Consumers’ Opinions towards Public Health Effects of Online Games: An Empirical Study Based on Social Media Comments in China," IJERPH, MDPI, vol. 19(19), pages 1-19, October.
    7. Yunkai Zhai & Xin Song & Yajun Chen & Wei Lu, 2022. "A Study of Mobile Medical App User Satisfaction Incorporating Theme Analysis and Review Sentiment Tendencies," IJERPH, MDPI, vol. 19(12), pages 1-19, June.
    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. Tao Shu & Zhiyi Wang & Huading Jia & Wenjin Zhao & Jixian Zhou & Tao Peng, 2022. "Consumers’ Opinions towards Public Health Effects of Online Games: An Empirical Study Based on Social Media Comments in China," IJERPH, MDPI, vol. 19(19), pages 1-19, October.
    2. Patrick Cheong-Iao Pang & Qixin Cai & Wenjing Jiang & Kin Sun Chan, 2021. "Engagement of Government Social Media on Facebook during the COVID-19 Pandemic in Macao," IJERPH, MDPI, vol. 18(7), pages 1-19, March.
    3. Angela Chang & Xuechang Xian & Matthew Tingchi Liu & Xinshu Zhao, 2022. "Health Communication through Positive and Solidarity Messages Amid the COVID-19 Pandemic: Automated Content Analysis of Facebook Uses," IJERPH, MDPI, vol. 19(10), pages 1-16, May.
    4. Yuye Zhou & Jiangang Xu & Maosen Yin & Jun Zeng & Haolin Ming & Yiwen Wang, 2022. "Spatial-Temporal Pattern Evolution of Public Sentiment Responses to the COVID-19 Pandemic in Small Cities of China: A Case Study Based on Social Media Data Analysis," IJERPH, MDPI, vol. 19(18), pages 1-18, September.
    5. Christian M. Hafner, 2020. "The Spread of the Covid-19 Pandemic in Time and Space," IJERPH, MDPI, vol. 17(11), pages 1-13, May.
    6. Zijing Ye & Ruisi Li & Jing Wu, 2022. "Dynamic Demand Evaluation of COVID-19 Medical Facilities in Wuhan Based on Public Sentiment," IJERPH, MDPI, vol. 19(12), pages 1-22, June.
    7. Lu Wei & Chen Han & Yinhong Yao, 2022. "The Bias Analysis of Oil and Gas Companies’ Credit Ratings Based on Textual Risk Disclosures," Energies, MDPI, vol. 15(7), pages 1-12, March.
    8. Siyao Liu & Bin Yu & Chan Xu & Min Zhao & Jing Guo, 2022. "Characteristics of Collective Resilience and Its Influencing Factors from the Perspective of Psychological Emotion: A Case Study of COVID-19 in China," IJERPH, MDPI, vol. 19(22), pages 1-19, November.
    9. Hideaki Kasuga & Shota Endo & Yusuke Masuishi & Tomoo Hidaka & Takeyasu Kakamu & Tetsuhito Fukushima, 2023. "Public opinion in Japanese newspaper readers’ posts under the prolonged COVID-19 infection spread 2019–2021: contents analysis using Latent Dirichlet Allocation," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-8, December.
    10. María Dolores Redel-Macías & Pilar Aparicio-Martinez & Sara Pinzi & Pedro Arezes & Antonio José Cubero-Atienza, 2021. "Monitoring Sound and Its Perception during the Lockdown and De-Escalation of COVID-19 Pandemic: A Spanish Study," IJERPH, MDPI, vol. 18(7), pages 1-19, March.
    11. Luanying Li & Lin Hua & Fei Gao, 2022. "What We Ask about When We Ask about Quarantine? Content and Sentiment Analysis on Online Help-Seeking Posts during COVID-19 on a Q&A Platform in China," IJERPH, MDPI, vol. 20(1), pages 1-19, December.
    12. Li, Sufang & Xu, Qiufan & Lv, Yixue & Yuan, Di, 2022. "Public attention, oil and gold markets during the COVID-19: Evidence from time-frequency analysis," Resources Policy, Elsevier, vol. 78(C).
    13. Jialiang Yang & Wen Yin & Yi Jin, 2023. "Analyzing Public Environmental Concerns at the Threshold to Reduce Urban Air Pollution," Sustainability, MDPI, vol. 15(21), pages 1-17, October.
    14. Junlong Peng & Qi Zhang, 2022. "Safety Performance Assessment of Construction Sites under the Influence of Psychological Factors: An Analysis Based on the Extension Cloud Model," IJERPH, MDPI, vol. 19(22), pages 1-22, November.
    15. Shan Gao & Ye Zhang & Wenhui Liu, 2021. "How Does Risk-Information Communication Affect the Rebound of Online Public Opinion of Public Emergencies in China?," IJERPH, MDPI, vol. 18(15), pages 1-14, July.
    16. Sutian Duan & Zhiyong Shen & Xiao Luo, 2022. "Exploring the Relationship between Urban Youth Sentiment and the Built Environment Using Machine Learning and Weibo Comments," IJERPH, MDPI, vol. 19(8), pages 1-20, April.
    17. Daniel Muñoz-Sastre & Luis Rodrigo-Martín & Isabel Rodrigo-Martín, 2021. "The Role of Twitter in the WHO’s Fight against the Infodemic," IJERPH, MDPI, vol. 18(22), pages 1-13, November.
    18. Yang, Zaoli & Li, Qin & Yan, Yamin & Shang, Wen-Long & Ochieng, Washington, 2022. "Examining influence factors of Chinese electric vehicle market demand based on online reviews under moderating effect of subsidy policy," Applied Energy, Elsevier, vol. 326(C).
    19. Yu Wang & Heming Deng & Sunan Gao & Tongxu Li & Feifei Wang, 2024. "A Fresh Perspective on Examining Population Emotional Well-Being Trends by Internet Search Engine: An Emerging Composite Anxiety and Depression Index," IJERPH, MDPI, vol. 21(2), pages 1-12, February.
    20. Zvjezdana Gvozdanović & Nikolina Farčić & Hrvoje Šimić & Vikica Buljanović & Lea Gvozdanović & Sven Katalinić & Stana Pačarić & Domagoj Gvozdanović & Željka Dujmić & Blaženka Miškić & Ivana Barać & Na, 2021. "The Impact of Education, COVID-19 and Risk Factors on the Quality of Life in Patients with Type 2 Diabetes," IJERPH, MDPI, vol. 18(5), pages 1-14, February.

    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:gam:jsusta:v:15:y:2023:i:17:p:12798-:d:1223929. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.