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Journal of Tsinghua University(Science and Technology)    2023, Vol. 63 Issue (2) : 179-190     DOI: 10.16511/j.cnki.qhdxxb.2022.22.053
CONSTRUCTION MANAGEMENT |
Safety culture management mechanism design in the construction industry based on semantic analysis
HUANG Yuecheng1, ZHANG Zhihuai1, CAO Sihan1, LI Jianhua2, FANG Dongping1
1. Department of Construction Management, Tsinghua University, Beijing 100084, China;
2. Beijing Urban Construction Group Co., Ltd., Beijing 100088, China
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Abstract  [Objective] Safety culture plays an important role in safety management in the construction industry. Safety culture evaluation items form an important basis for determining the limitations of safety culture and designing measures for improvement. However, the existing safety culture evaluation items are simply expressed and backed by insufficient logic. Moreover, they lack the management mechanism perspective, thus affecting practical guidance. To manage safety culture in the construction industry more effectively and improve construction safety in engineering practice, it is necessary to link safety culture with the management mechanism. [Methods] There are two main analytical methods used in this study: management mechanism theory and semantic analysis method. The function of the management mechanism is to make the managed objects move in the direction and interact under certain rules desired by the manager, thus ensuring proper management. Semantic analysis refers to the use of various methods to learn and understand the semantic content of the text. Semantic role labeling (SRL) is a method to analyze the relationship between sentence components and predicates, with sentence predicates as the core. Common semantic roles include agent, sufferer, time, place, etc. The semantic analysis results obtained by SRL are highly consistent with those of the management mechanism. Therefore, the SRL method is used to analyze the management mechanism elements and connotations of the safety culture evaluation items on the semantic analysis level. Based on the management mechanism theory and semantic analysis, this study first collects a total of 1 [KG-*7]107 evaluation items from 33 construction safety culture evaluation-related articles. Further, based on the semantic role of the evaluation items, eight types of management mechanism elements are extracted, including agent, behavior, property, time, location, manner, range, and reason. By summarizing all interactions between the management mechanism elements in the evaluation items, the rules of safety culture management mechanism can be explored. [Results] The extraction result analysis indicates that the safety culture evaluation items can be characterized using two management mechanism meta-models and their extended forms, which include one subject or two subjects. Additionally, the management mechanism elements of agent, behavior, property, time, location, manner, range, and reason and their interactions can also be characterized using these models. Of them, all kinds of management mechanism elements not only involve a diversified management practice connotation but can also be adjusted to form the design basis for safety culture improvement measures. The management mechanism elements are also clearer and more practical compared with the conventional brief description of safety culture evaluation items. In addition, this study presents the construction industry safety culture improvement strategy based on the perspective of management mechanism, and the application of this strategy is explained using an actual case. [Conclusions] On the basis of the conventional evaluation-oriented safety culture promotion method, this study theoretically enriches the connotation and characteristics of the safety culture management mechanism and provides suggestions for construction industry employees to implement safety culture management in practice.
Keywords construction industry      safety culture      management mechanism      semantic analysis     
Issue Date: 14 January 2023
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Articles by authors
HUANG Yuecheng
ZHANG Zhihuai
CAO Sihan
LI Jianhua
FANG Dongping
Cite this article:   
HUANG Yuecheng,ZHANG Zhihuai,CAO Sihan, et al. Safety culture management mechanism design in the construction industry based on semantic analysis[J]. Journal of Tsinghua University(Science and Technology), 2023, 63(2): 179-190.
URL:  
http://jst.tsinghuajournals.com/EN/10.16511/j.cnki.qhdxxb.2022.22.053     OR     http://jst.tsinghuajournals.com/EN/Y2023/V63/I2/179
  
  
  
  
  
  
  
  
  
  
  
  
[1] LOOSEMORE M, MALOUF N. Safety training and positive safety attitude formation in the Australian construction industry[J]. Safety Science, 2019, 113: 233-243.
[2] HUANG Y C, ZHANG Z H, WANG Y, et al. Safety culture element system and its management mechanism analysis in construction projects[C]// Construction Research Congress 2022: Health and Safety, Workforce, and Education. Arlington, USA: ASCE, 2022: 462-470.
[3] 方东平. 施工安全管理: 行为、 文化、 领导力[M]. 北京: 科学出版社, 2022: 2-3. FANG D P. Construction safety management: Behavior, culture and leadership [M]. Beijing: Science Press, 2022: 2-3. (in Chinese)
[4] HASLAM R A, HIDE S A, GIBB A G F, et al. Contributing factors in construction accidents[J]. Applied Ergonomics, 2005, 36(4): 401-415.
[5] BOHM J, HARRIS D. Risk perception and risk-taking behavior of construction site dumper drivers[J]. Inter- national Journal of Occupational Safety and Ergonomics, 2010, 16(1): 55-67.
[6] JIN R Y, ZOU P X W, PIROOZFAR P, et al. A science mapping approach based review of construction safety research[J]. Safety Science, 2019, 113: 285-297.
[7] SHEA T, DE CIERI H, VU T, et al. How is safety climate measured? A review and evaluation[J]. Safety Science, 2021, 143: 105413.
[8] ABURUMMAN M, NEWNAM S, FILDES B. Evaluating the effectiveness of workplace interventions in improving safety culture: A systematic review[J]. Safety Science, 2019, 115: 376-392.
[9] 张勤生, 汪应洛, 席酉民. 管理机制设计理论研究[J]. 西安交通大学学报, 1997, 31(S1): 45-50. ZHANG Q S, WANG Y L, XI Y M. Study on the theory of management mechanism design[J]. Journal of Xi'an Jiaotong University, 1997, 31(S1): 45-50. (in Chinese)
[10] 李学栋, 何海燕, 李习彬. 管理机制的概念及设计理论研究[J]. 工业工程, 1999, 2(4): 31-34. LI X D, HE H Y, LI X B. Concept and design theory of management mechanism[J]. Industrial Engineering Journal, 1999, 2(4): 31-34. (in Chinese)
[11] 陈安, 武艳南. 浅议管理机制设计理论: 目标与构成[J]. 科技促进发展, 2011(7): 64-67. CHEN A, WU Y N. Managerial mechanism design theory: A brief introduction[J]. Science & Technology for Development, 2011(7): 64-67. (in Chinese)
[12] FANG D P, CHEN Y, WONG L. Safety climate in construction industry: A case study in Hong Kong[J]. Journal of Construction Engineering and Management, 2006, 132(6): 573-584.
[13] COOPER M D. Towards a model of safety culture[J]. Safety Science, 2000, 36(2): 111-136.
[14] ZOHAR D. Safety climate in industrial organizations: Theoretical and applied implications[J]. Journal of Applied Psychology, 1980, 65(1): 96-102.
[15] DEDOBBELEER N, BÉLAND D. A safety climate measure for construction sites[J]. Journal of Safety Research, 1991, 22(2): 97-103.
[16] WILLIAMSON A M, FEYER A M, CAIRNS D, et al. The development of a measure of safety climate: The role of safety perceptions and attitudes[J]. Safety Science, 1997, 25(1-3): 15-27.
[17] CHEYNE A, COX S, OLIVER A, et al. Modelling safety climate in the prediction of levels of safety activity[J]. Work & Stress, 1998, 12(3): 255-271.
[18] COX S J, CHEYNE A J T. Assessing safety culture in offshore environments[J]. Safety Science, 2000, 34(1-3): 111-129.
[19] 中国中文信息学会. 中文信息处理发展报告(2016)第二章语义分析研究进展、 现状及趋势[R]. 北京: 中国中文信息学会, 2016. Chinese Information Processing Society of China. Chinese information processing development report (2016), Chapter 2: Research progress, status and trend of semantic analysis[R]. Beijing: Chinese Information Processing Society of China, 2016. (in Chinese)
[20] LI Z C, HE S X, ZHAO H, et al. Dependency or span, end-to-end uniform semantic role labeling[J]. Proceedings of the AAAI Conference on Artificial Intelligence, 2019, 33(1): 6730-6737.
[21] ZOHAR D. A group-level model of safety climate: Testing the effect of group climate on microaccidents in manufacturing jobs[J]. Journal of Applied Psychology, 2000, 85(4): 587-596.
[22] GLENDON A I, LITHERLAND D K. Safety climate factors, group differences and safety behaviour in road construction[J]. Safety Science, 2001, 39(3): 157-188.
[23] GILLEN M, BALTZ D, GASSEL M, et al. Perceived safety climate, job demands, and coworker support among union and nonunion injured construction workers[J]. Journal of Safety Research, 2002, 33(1): 33-51.
[24] MOHAMED S. Safety climate in construction site environments[J]. Journal of Construction Engineering and Management, 2002, 128(5): 375-384.
[25] ALHEMOOD A M, GENAIDY A M, SHELL R, et al. Towards a model of safety climate measurement[J]. International Journal of Occupational Safety & Ergonomics, 2004, 10(4): 303-318.
[26] FUNG I W H, TAM C M, TUNG K C F, et al. Safety cultural divergences among management, supervisory and worker groups in Hong Kong construction industry[J]. International Journal of Project Management, 2005, 23(7): 504-512.
[27] ZOHAR D, LURIA G. A multilevel model of safety climate: Cross-level relationships between organization and group-level climates[J]. Journal of Applied Psychology, 2005, 90(4): 616-628.
[28] DÍAZ-CABRERA D, HERNÁNDEZ-FERNAUD E, ISLA-DÍAZ R. An evaluation of a new instrument to measure organisational safety culture values and practices[J]. Accident Analysis & Prevention, 2007, 39(6): 1202-1211.
[29] FERNÁNDEZ-MUÑIZ B, MONTES-PEÓN J M, VÁZQUEZ-ORDÁS C J. Safety management system: Development and validation of a multidimensional scale[J]. Journal of Loss Prevention in the Process Industries, 2007, 20(1): 52-68.
[30] LEE T Z, WU C H, HONG C W. An empirical investigation of the influence of safety climate on organizational citizenship behavior in Taiwan's facilities[J]. International Journal of Occupational Safety and Ergonomics, 2007, 13(3): 255-269.
[31] Occupational Safety and Health Council (OSHC). Construction industry safety climate index software[CP/OL].[2022-07-15]. Hong Kong, China, 2008. https://www.oshc.org.hk/eng/main/osh_info/osh_software/.
[32] LIN S H, TANG W J, MIAO J Y, et al. Safety climate measurement at workplace in China: A validity and reliability assessment[J]. Safety Science, 2008, 46(7): 1037-1046.
[33] CHOUDHRY R M, FANG D P, LINGARD H. Measuring safety climate of a construction company[J]. Journal of Construction Engineering and Management, 2009, 135(9): 890-899.
[34] KEREN N, MILLS T R, FREEMAN S A, et al. Can level of safety climate predict level of orientation toward safety in a decision making task?[J]. Safety Science, 2009, 47(10): 1312-1323.
[35] VINODKUMAR M N, BHASI M. Safety management practices and safety behaviour: Assessing the mediating role of safety knowledge and motivation[J]. Accident Analysis & Prevention, 2010, 42(6): 2082-2093.
[36] KINES P, LAPPALAINEN J, MIKKELSEN K L, et al. Nordic safety climate questionnaire (NOSACQ-50): A new tool for diagnosing occupational safety climate[J]. International Journal of Industrial Ergonomics, 2011, 41(6): 634-646.
[37] ZHOU Q, FANG D P, MOHAMED S. Safety climate improvement: Case study in a Chinese construction company[J]. Journal of Construction Engineering and Management, 2011, 137(1): 86-95.
[38] FERNÁNDEZ-MUÑIZ B, MONTES-PEÓN J M, VÁZQUEZ-ORDÁS C J. Safety climate in OHSAS 18001-certified organisations: Antecedents and consequences of safety behaviour[J]. Accident Analysis & Prevention, 2012, 45: 745-758.
[39] BIGGS S E, BANKS T D, DAVEY J D, et al. Safety leaders' perceptions of safety culture in a large Australasian construction organisation[J]. Safety Science, 2013, 52: 3-12.
[40] BRONDINO M, PASINI M, DA SILVA S C A. Development and validation of an integrated organizational safety climate questionnaire with multilevel confirmatory factor analysis[J]. Quality & Quantity, 2013, 47(4): 2191-2223.
[41] CIGULAROV K P, ADAMS S, GITTLEMAN J L, et al. Measurement equivalence and mean comparisons of a safety climate measure across construction trades[J]. Accident Analysis & Prevention, 2013, 51: 68-77.
[42] PATEL D A, JHA K N. Neural network model for the prediction of safe work behavior in construction projects[J]. Journal of Construction Engineering and Management, 2015, 141(1): 04014066.
[43] WU C L, SONG X Y, WANG T, et al. Core dimensions of the construction safety climate for a standardized safety-climate measurement[J]. Journal of Construction Engineering and Management, 2015, 141(8): 4015018.
[44] LIU X X, HUANG G X, HUANG H Q, et al. Safety climate, safety behavior, and worker injuries in the Chinese manufacturing industry[J]. Safety Science, 2015, 78: 173-178.
[45] GHAHRAMANI A. An investigation of safety climate in OHSAS 18001-certified and non-certified organizations[J]. International Journal of Occupational Safety and Ergonomics, 2016, 22(3): 414-421.
[46] PANUWATWANICH K, AL-HAADIR S, STEWART R A. Influence of safety motivation and climateon safety behaviour and outcomes: Evidence from the Saudi Arabian construction industry[J]. International Journal of Occupational Safety and Ergonomics, 2017, 23(1): 60-75.
[47] BEUS J M, PAYNE S C, ARTHUR W JR, et al. The development and validation of a cross-industry safety climate measure: Resolving conceptual and operational issues[J]. Journal of Management, 2019, 45(5): 1987-2013.
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