Education, Science, Technology, Innovation and Life
Open Access
Sign In

Online Review Analysis Perception of Source Reliability on E-Cigarettes from the Perspective of Health Education among College Students in Chengdu, Sichuan

Download as PDF

DOI: 10.23977/phpm.2023.030206 | Downloads: 10 | Views: 496


Li Wang 1, Bingbing Qu 2, Lixin Huang 3


1 Ya'an Polytechnic College, Ya'an, Sichuan, 625000, China
2 Chengdu New Century Foreign Language School, Chengdu, Sichuan, 610000, China
3 Chengdu Sport University, Chengdu, Sichuan, 610000, China

Corresponding Author

Li Wang


In order to understand the knowledge of Undergraduates in Chengdu about electronic cigarette, strengthen the health propaganda and education of electronic cigarette, prevent and control electronic cigarette, and build a smokeless campus environment, this paper aims to analyze the recognition of Undergraduates in Chengdu on the reliability of electronic cigarette sources based on data mining technology. Firstly, using random sampling method, a university in Chengdu was selected as the research object, and the attempted smoking rate, electronic smoke awareness rate and electronic smoke usage rate of college students were analyzed. The main factors that affect college students' awareness of electronic smoke were analyzed, and the reliability of electronic smoke sources was analyzed. Then, based on online review text mining method, the confidence of electronic smoke sources was analyzed. This paper builds a theme model to analyze college students' perception of the reliability of e-cigarette sources by using classification topics. Through experimental validation, the method proposed in this paper has higher data mining accuracy and efficiency, can effectively improve college students' awareness of electronic cigarette, strengthen the health promotion of electronic cigarette, and expect to provide support for subsequent related research.


Data mining; College student; Source Reliability; Health Education


Li Wang, Bingbing Qu, Lixin Huang, Online Review Analysis Perception of Source Reliability on E-Cigarettes from the Perspective of Health Education among College Students in Chengdu, Sichuan. MEDS Public Health and Preventive Medicine (2023) Vol. 3: 35-46. DOI:


[1] M. L. Ma, "Investigation on smoking and cognitive factors of college students in a normal university," World Latest Medicine Information, vol. 18, no. 43, pp. 258-259, 2018. 
[2] F. F. Zhan, G. Wang, and Z. Chen, "Analysis of the status and influencing factors of e-cigarette usage among teenagers in Tianjin," Chinese Journal of Prevention and Control of Chronic Diseases, vol. 29, no. 12, pp. 902-905, 2021. 
[3] R. Qin, X. Gu, an Y. Fu, "E-cigarette usage and associated factors among Beijing primary and secondary school students," Chinese Journal of School Health, vol. 42, no. 12, pp. 1807-1811, 2021. 
[4] H. W. Shi, J. Li, and B. Zheng, "Analysis on the cognitive status of e-cigarettes among vocational college students in wuxi city and its influencing factors," Chinese Journal of Health Education, vol. 35, no. 9, pp. 852-856, 2019. 
[5] J. Meng, F. Y. Meng, and C. S. Dai, "Electronic cigarette use and associated factors among middle school students in Zhengzhou," Chinese Journal of School Health, vol. 42, no. 1, pp. 58-60, 2021. 
[6] F. L. Shan, J. Xu, and D. C. Chen, "Monitoring and analysis of tobacco prevalence among adolescents in Badong County in 2019," World Latest Medicine Information, vol. 20, no. 55, pp. 207-208, 2020. 
[7] S. X. Chen, Q. Zhu, and J. Y. Chen, "Epidemiological status and its influencing factors of tobacco in Haikou," China Tropical Medicine, vol. 19, no. 7, pp. 649-653, 2019. 
[8] H. Q. Hou, Y. J. Gong, "Research on the Influence of Word-of-Mouth Credibility on Consumer Purchase Intention under the Background of Live Commerce," Journal of Xi'an Shiyou University (Social Sciences), vol. 30, no. 2, pp. 31-39, 2021. 
[9] N. Ning, Z. G. Ge, and K. Huang, "Research on the Application of MSA in the Monitoring Process of Cigarette Quality Measurement," Manufacturing Automation, vol. 56, no. 9, pp. 111-112, 2020. 
[10] J. Q. Jin, H. Liu, and S. J. Zheng, "Analysis of consumption hotspots of electronic cigarette market based on online comment text mining technology," Tobacco Science & Technology, vol. 52, no. 12, pp. 106-114, 2019. 
[11] C. Echevarria, I. P. Sinha, "Heterogeneity in the measurement and reporting of outcomes in studies of electronic cigarette use in adolescents: a systematic analysis of observational studies," Tobacco Control, vol. 26, no. 3, pp. 247-253, 2017. 
[12] Bhatnagar. Aruni, "Are Electronic Cigarette Users at Increased Risk for Cardiovascular Disease," Jama Cardiology, vol. 2, no. 3, pp. 237, 2017. 
[13] K. Kiyohara, T. Tabuchi, "Electronic cigarette use in restaurants and workplaces where combustible tobacco smoking is not allowed: an Internet survey in Japan," Tobacco Control, vol. 27, no. 3, pp. 254-257, 2017. 
[14] R. Z. Behar, Y. Wang, P. Talbot, "Comparing the cytotoxicity of electronic cigarette fluids, aerosols and solvents," Tobacco Control, vol. 27, no. 3, pp. 325-333, 2017. 
[15] H. Dai, M. J. Deem, and J. Hao, "Geographic variations in electronic cigarette advertisements on Twitter in the United States, " International Journal of Public Health, vol. 62, no. 4, pp. 1-9, 2017. 
[16] K. Farsalinos, K. A. Kistler, G. Gillman, "Letter to the Editor: The effects of electronic cigarette aerosol exposure on inflammation and lung function in mice," Ajp Lung Cellular & Molecular Physiology, vol. 313, no. 5, pp. 968-969, 2017. 
[17] O. M. Camacho, J. J. Murphy, "In Response to "Association Between Youth Smoking, Electronic Cigarette Use, and COVID-19", " Journal of Adolescent Health, vol. 68, no. 1, pp. 214, 2021. 
[18] O. C. Ylmazdoan, R. E. Doan, and E. Altnta, "The impact of the source credibility of Instagram influencers on travel intention: The mediating role of parasocial interaction:" Journal of Vacation Marketing, vol. 27, no. 3, pp. 299-313, 2021. 
[19] M. Baryshevtsev, J. Mcglynn, "Persuasive Appeals Predict Credibility Judgments of Phishing Messages," CyberPsychology & Behavior, vol. 23, no. 5, pp. 297-302, 2020. 
[20] A. D. Leong, S. S. Ho, "Perceiving online public opinion: The impact of Facebook opinion cues, opinion climate congruency, and source credibility on speaking out:," New Media & Society, vol. 23, no. 9, pp. 2495-2515, 2021.

Downloads: 2282
Visits: 95861

Sponsors, Associates, and Links

All published work is licensed under a Creative Commons Attribution 4.0 International License.

Copyright © 2016 - 2031 Clausius Scientific Press Inc. All Rights Reserved.