航线飞行员风险画像指标体系构建

doi:10.16265/j.cnki.issn 1003-3033.2020.11.003

中国安全科学学报 ›› 2020, Vol. 30 ›› Issue (11): 13-21.doi: 10.16265/j.cnki.issn 1003-3033.2020.11.003

• 安全社会科学与安全管理 • 上一篇下一篇

航线飞行员风险画像指标体系构建

汪磊^1,2 副研究员, 蒋引^1,2, 谭维^1,2

1 中国民航大学飞行分校,天津 300300;
2 中国民航航空公司人工智能重点实验室,天津 300300

收稿日期:2020-08-14 修回日期:2020-10-15 出版日期:2020-11-28 发布日期:2021-07-15
作者简介:汪磊 (1982—),男,安徽霍山人,博士,副研究员,硕士生导师,主要从事航空安全与人因等方面的研究。E-mail: wanglei0564@hotmail.com。
基金资助:
天津市研究生科研创新项目(2019YJSS068);国家自然科学基金委员会与中国民用航空局联合资助(U1733117)。

Study on construction of risk portrait index system for airline pilots

WANG Lei^1,2, JIANG Yin^1,2, TAN Wei^1,2

1 Flight Academy, Civil Aviation University of China, Tianjin 300300, China;
2 Key Laboratory of Airlines Artificial Intelligence of Civil Aviation of China, Tianjin 300300, China

Received:2020-08-14 Revised:2020-10-15 Online:2020-11-28 Published:2021-07-15

摘要/Abstract

摘要： 为量化航线飞行员的风险行为及影响因素,通过综合文献与专家法确定航线飞行员风险画像的维度界定,编制航线飞行员风险画像指标体系问卷;在航空公司面向资深飞行员开展问卷调研,获取有效样本116份;通过探索性因子分析(EFA)检验问卷信效度,验证性因子分析(CFA)检验风险画像指标体系的有效性,结合有效指标组合赋权法确定风险画像指标重要度。结果表明:飞行员风险画像作为一种基于大数据理论的风险评估方法,能够有效量化飞行员的个人风险;飞行员风险画像指标体系包括能力、技能、作风、社会风险、人格、身心状态6个维度及20项指标,其中风险知觉及空间认知能力是影响飞行员风险画像评估的最重要的2项指标。

关键词: 风险型飞行员, 风险画像, 指标体系, 大数据, 组合权重

Abstract: In order to quantify risk behaviors of airline pilots and its influencing factors, dimensions of pilot risk portrait were defined through literature synthesis and expert evaluation method. Then, questionnaire of airline pilots risk portrait index system was compiled and implemented among senior pilots of airlines, for which 116 valid samples were obtained. Finally, questionnaire's reliability and validity were tested by exploratory factor analysis(EFA), system effectiveness was examined by confirmatory factor analysis(CFA), and impact importance of each index was determined by adopting effective index combination weighting method. The results show that pilot risk profile, as an assessment method based on big data theory, can effectively quantify personal risks of pilots. And its index system includes six dimensions, namely pilot ability, skills, style, social risk, personality, physical and mental status, and 20 indexes. Among them, risk perception and space perception are the two most important ones.

Key words: risky pilots, risk portrait, index system, big data, combination weight.

中图分类号:

X949

汪磊副, 蒋引, 谭维. 航线飞行员风险画像指标体系构建[J]. 中国安全科学学报, 2020, 30(11): 13-21.

WANG Lei, JIANG Yin, TAN Wei. Study on construction of risk portrait index system for airline pilots[J]. China Safety Science Journal, 2020, 30(11): 13-21.

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航线飞行员风险画像指标体系构建

Study on construction of risk portrait index system for airline pilots

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