|本期目录/Table of Contents|

[1]金杰灵,邓院昌.基于Bayesian-SEM的酒驾意图心理因素分析[J].中国安全生产科学技术,2018,14(5):174-179.[doi:10.11731/j.issn.1673-193x.2018.05.026]
 JIN Jieling,DENG Yuanchang.Analysis on psychological factors of drink-driving intention based on Bayesian-SEM[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2018,14(5):174-179.[doi:10.11731/j.issn.1673-193x.2018.05.026]
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基于Bayesian-SEM的酒驾意图心理因素分析
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《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]

卷:
14
期数:
2018年5期
页码:
174-179
栏目:
职业安全卫生管理与技术
出版日期:
2018-05-31

文章信息/Info

Title:
Analysis on psychological factors of drink-driving intention based on Bayesian-SEM
文章编号:
1673-193X(2018)-05-0174-06
作者:
金杰灵邓院昌
(中山大学 工学院 广东省智能交通系统重点实验室,广东 广州 510006)
Author(s):
JIN Jieling DENG Yuanchang
(Guangdong Key Laboratory of Intelligent Transportation Systems, School of Engineering, Sun Yat-sen University, Guangzhou Guangdong 510006, China)
关键词:
公路运输贝叶斯结构方程模型扩展计划行为理论酒驾意图心理因素
Keywords:
highway transportation Bayesian structural equation model extended theory of planned behavior drink-driving intention psychology factor
分类号:
X92;U491.2
DOI:
10.11731/j.issn.1673-193x.2018.05.026
文献标志码:
A
摘要:
为探究酒驾意图的心理因素,在计划行为理论的基础上,新增地域文化规范和道德规范,形成扩展计划行为理论(Ex-TPB),构建基于Ex-TPB的酒驾意图心理因素贝叶斯结构方程模型(Bayesian-SEM),并对比传统结构方程模型(Traditional-SEM)与Bayesian-SEM的参数估计结果,分析驾驶员个人属性对模型结果的影响。研究结果表明:Ex-TPB对酒驾意图有较强的解释性能和预测性能;小样本条件下Bayesian-SEM比Traditional-SEM更容易得到较好的结果;对酒驾意图影响最大的因素为行为态度,最小的为知觉行为控制;驾驶员个人属性不同,其心理因素对酒驾意图的影响程度略有不同。
Abstract:
To explore the psychology factors of drink-driving intention, an extended theory of planned behavior (Ex-TPB) was formed on the basis of the theory of planned behavior with adding the regional cultural norms and moral norms. The Bayesian structural equation model (Bayesian-SEM) on the psychology factors of drink-driving intention based on Ex-TPB was constructed, and the parameter estimation results of traditional structural equation model (Traditional-SEM) and Bayesian-SEM were compared. At the same time, the influence of drivers' personal attributes on the results of the model was analyzed. The results showed that Ex-TPB had relatively strong explanatory performance and predictive performance to the drink-riving intention. The Bayesian-SEM was easier to obtain better results than the Traditional-SEM under the condition of small sample. The factor with the greatest impact on the drink-riving intention was the behavioral attitude, and that with the smallest impact was the perceptual behavior control. The influence degree of psychological factors on the drink-riving intention was slightly different when the drivers' personal attributes were different.

参考文献/References:

[1]PEDEN M, SCURFIELD R, SLEET D, et al. World report on road traffic injury prevention [M]. World Health Organization, 2004.
[2]方丽, 肖水源, 潘忠. 长沙市酒后驾驶发生率及相关因素[J]. 中国心理卫生杂志, 2011, 25(2):116-121. FANG Li, XIAO Shuiyuan, PAN Zhong. Roadside survey on prevalence and related factors of drinking-driving in Changsha[J]. Chinese Mental Health Journal, 2011, 25(2):116-121.
[3]李向阳, 梁丽娜, 范洪庚,等. 三门峡市2012—2013年酒后驾车交通事故639例危险因素分析[J]. 交通医学, 2015(2):199-201. LI Xiangyang, LIANG Lina, FAN Honggeng, et al. Drunk driving accidents related risk factors are analyzed of sanmenxia city from 2012 to 2013 in 639 cases[J]. Medical Journal of Communications, 2015(2):199-201.
[4]LEE K H, YONG M K. Influence of sociopsychological aspects, smoking habit, exercise habit on the intentions of drink-driving[J].Can J Public Health, 2015, 26(1):21-29.
[5]WATLING H, HOOIJER J, ARMSTRONG K, et al. The influence of social factors and personality constructs on drink driving among young licenced drivers[J]. Transportation Research Part F: Traffic Psychology and Behaviour, 2018(52):210-221.
[6]ARMITAGE C J, CONNER M. Efficacy of the theory of planned behaviour: a meta-analytic review.[J]. Health Psychology Official Journal of the Division of Health Psychology American Psychological Association, 2001, 40(4):471.
[7]CHAN D, WU A, HUNG E. Invulnerability and the intention to drink and drive: An application of the theory of planned behavior[J]. Accident; analysis and prevention, 2010, 42(6):1549-1555.
[8]MOAN I S, RISE J. Predicting intentions not to “drink and drive” using an extended version of the theory of planned behaviour[J]. Accident Analysis & Prevention, 2011, 43(4):1378-1384.
[9]姜康, 凌飞阳, 冯忠祥,等. 行人过街使用手机行为的心理影响因素研究[J]. 中国安全科学学报, 2016, 26(6):13-18. JIANG Kang, LING Feiyang, FENG Zhongxiang, et al. Research on psychological factors affecting pedestrians' mobile phone use behaviour while crossing[J]. China Safety Science Journal, 2016, 26(6):13-18.
[10]BAMBERG S, AJZEN I, SCHMIDT P. Choice of travel mode in TPB: The roles of past behavior, habit, and reasoned action[J]. Basic and Applied Social Psychology, 2003, 25(12): 175-188.
[11]TATIANA IAKOVLEVA. Entrepreneurial intentions, risk perceptions and cultural norms does the gender matters[J]. Academy of Management Proceedings, 2016(2):118-125.
[12]PARKER D, MANSTEAD A S, STRADLING S G. Extending the theory of planned behaviour: The role of personal norm[J]. British Journal of Social Psychology, 2011, 34(2):127-138.
[13]ULLMAN J B, BENTLER P M. Structural Equation Modeling[M].Handbook of Psychology, 2003.
[14]LEE S Y. Structural Equation Modeling: A Bayesian Approach[M]. Higher Education Press, 2007.
[15]COLLINS S E, WITLIEWITZ K, LARIMER M E. The theory of planned behavior as a predictor of growth in risky college drinking[J]. Journal of Studies on Alcohol & Drugs, 2011, 72(2):322.
[16]LI Q, HE H, HYDER A A. The theory of planned behaviour for drinking and driving: an empirical validation using data collected in two Chinese cities from 2010 to 2014[J].Internet Research Electronic Networking Applications & Policy, 2016, 22(2): 198-199.
[17]柴建, 杨莹, 卢全莹,等. 基于贝叶斯结构方程模型的道路交通运输需求影响因素分析[J]. 中国管理科学, 2015(S1):386-390. CHAI Jian, YANG Ying, LU Quanying, et al. Analysis of influence factors of road transportation demand based on bayesian structural equation model[J]. Chinese Journal of Management Science, 2015(S1):386-390.

相似文献/References:

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备注/Memo

备注/Memo:
国家自然科学基金项目(U1611461)
更新日期/Last Update: 2018-06-19