A study on the current situation and causes of smoking among college students
DOI:
https://doi.org/10.54097/ehss.v9i.6457Keywords:
College students' smoking; Influencing factors; C5.0 decision tree; Logistic regression.Abstract
The total number of smokers worldwide is now more than one billion, accounting for about a quarter of the world's population, and tobacco use causes more than five million deaths worldwide each year. While smoking brings people pleasure, the toxic substances produced by the ignition of cigarettes can cause a variety of diseases. The data was collected from each school through a questionnaire and distributed online. For the questionnaire data, this paper uses C5.0 decision tree, chi-square test, logistic regression, and structural equation modeling to investigate the basic situation, causes, and influencing factors of smoking among college students, and to provide useful reference for improving the smoking situation among college students. In this paper, Fujian Medical University, Sunshine College, Fujian Information Vocational and Technical College, Fujian Arts Vocational College, Fujian Early Childhood Teacher's College, Jimei University, Chengyi College of Jimei University, and Jiageng College of Xiamen University were selected as the overall sample.
Downloads
References
Liu Yixuan, Yin Decai, Li Chenglong, et al. A survey on smoking status and related cognitive attitudes of students in Yan'an University [J]. Journal of Yan'an University (Medical Science Edition).2021,19(02):16-21
Lu Yanhua, Wang Hongxia, Zhou Chang, et al. Analysis of the current situation of smoking and factors influencing current smoking among college students in Wuhan [J]. South China Preventive Medicine, 2021, 47(02): 150-153.
Lv Binghui, Deng Qinglong, Xia Juan, et al. A study on the current situation of smoking among some college students and family members in a university in Shanghai[J]. China Health Education, 2020, 36(09):801-806.
Dai Lifan, Pu Rui, Li Xi, et al. Analysis of the current situation and influencing factors of smoking among college students in Guizhou Province[J]. China School Health,2019,40(12):1828-1830+1834.
Huang Xuanyang, Gao Yongrong, Yuan Jiang. Analysis of the current situation of college students' smoking and its intervention countermeasures--a case study of civil aviation-related students[J]. Green Technology,2021,23(03):209-210+213.
Lv YM,Liu W,Wei ZS. Analysis of smoking situation and influencing factors among undergraduate students in a university[J]. China Health Standards Management,2021,12(02):17-20.
Zheng Tong. Study on the correlation between the current situation of smoking and drinking and psychological factors among college students[D]. Wannan Medical College, 2020.
Tong Tong. Rationalizing the meaning behind the tightening of tobacco control policies[N]. China Economic Times,2015-05-06(002)
Ma Ting, Liu Sihan, Guo Ruixia. Research on larch plantation extraction based on C5.0 decision tree algorithm[J]. Gansu Science and Technology Vertical,2020,49(04):7-12.
Guo Zhengjun, Song Jinggui, Wang Jing, et al.Exploration of C5.0 decision tree model in predicting medication adherence in patients with severe mental disorders[J]. Modern preventive medicine,2021,48(01):110-113+189.
Downloads
Published
Issue
Section
License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
