Analyzing safety behaviors of temporary construction workers using structural equation modeling

Abstract Currently, the construction industry in Korea reports the highest frequency of industrial accidents, mostly among temporary workers. Domestic and international disaster-related reports indicate that temporary workers have high risk associated with working environments as a major cause of accidents. We established relationships between the individual and organizational factors that affect temporary workers’ safety behaviors using structural equation modeling (SEM). SEM is used to estimate simultaneously the cause-and-effect relationships between many independent variables and dependent variables. A questionnaire was administered to temporary construction workers, and the following results were obtained. First, personal characteristics had a partial effect on job stress and a direct effect on safety culture. Second, personal characteristics and job stress had a direct effect on self-perceived fatigue. Third, personal characteristics and safety culture had a direct effect on safety climate, and personal characteristics also had an indirect effect. Finally, personal characteristics had no direct effect on safety behavior, but did have indirect effects. Job stress had both a direct and indirect effect. Safety culture had no direct effect, but did have an indirect effect. Also, safety climate had a significant direct effect. These findings can be used as preliminary data to develop additional safety programs for temporary construction workers.

[1]  Terry E. McSween,et al.  Values-Based Safety Process: Improving Your Safety Culture With Behavior-Based Safety , 1995 .

[2]  Anne Mäkikangas,et al.  Type of employment relationship and mortality: prospective study among Finnish employees in 1984-2000. , 2009, European journal of public health.

[3]  Cara C. Bauer,et al.  The five‐factor model and safety in the workplace: Investigating the relationships between personality and accident involvement , 2001 .

[4]  C. Fornell,et al.  Evaluating structural equation models with unobservable variables and measurement error. , 1981 .

[5]  Randall S. Schuler,et al.  Definition and conceptualization of stress in organizations , 1980 .

[6]  S. Wessely,et al.  Development of a fatigue scale. , 1993, Journal of psychosomatic research.

[7]  Alistair Cheyne,et al.  The effects of organizational and individual factors on occupational accidents , 2002 .

[8]  Hui Zhang,et al.  Safety Culture: An Integrative Review , 2004 .

[9]  R L Brown,et al.  The use of a factor-analytic procedure for assessing the validity of an employee safety climate model. , 1986, Accident; analysis and prevention.

[10]  L R Murphy,et al.  A Demonstration of the Impact of Stress Abatement Programs on Reducing Employees' Accidents and Their Costs , 1986, American journal of health promotion : AJHP.

[11]  D. A. Kenny,et al.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.

[12]  C. Cooper,et al.  Health and safety problems associated with long working hours: a review of the current position. , 1997, Occupational and environmental medicine.

[13]  D. W. Fiske Consistency of the factorial structures of personality ratings from different sour sources. , 1949, Journal of abnormal psychology.

[14]  Soo-Il Choi,et al.  A Study on the Safety Climate and Worker's Safe Work Behavior in Construction Site , 2006 .

[15]  J. Hair Multivariate data analysis , 1972 .

[16]  Kathryn Mearns,et al.  Measuring safety climate: identifying the common features☆ , 2000 .

[17]  K D Burau,et al.  Safety Climate and Its Association with Injuries and Safety Practices in Public Hospitals in Costa Rica , 2000, International journal of occupational and environmental health.

[18]  Robert Karasek,et al.  Job decision latitude and mental strain: Implications for job redesign , 1979 .

[19]  M. Bhasi,et al.  Safety climate factors and its relationship with accidents and personal attributes in the chemical industry. , 2009 .

[20]  R. Bagozzi,et al.  On the evaluation of structural equation models , 1988 .

[21]  C. Holahan,et al.  Personality, coping, and family resources in stress resistance: a longitudinal analysis. , 1986, Journal of personality and social psychology.

[22]  E. Rodriguez,et al.  Marginal employment and health in Britain and Germany: does unstable employment predict health? , 2002, Social science & medicine.

[23]  D. Shapiro,et al.  Fatigue in the workforce of National Health Service Trusts: levels of symptomatology and links with minor psychiatric disorder, demographic, occupational and work role factors. , 1997, Journal of psychosomatic research.

[24]  Jason R. W. Merrick,et al.  Leading Indicators of Safety in Virtual Organizations , 2007 .

[25]  David A. Hofmann,et al.  A CROSS-LEVEL INVESTIGATION OF FACTORS INFLUENCING UNSAFE BEHAVIORS AND ACCIDENTS , 1996 .

[26]  J E Schwartz,et al.  The measurement of fatigue: a new instrument. , 1993, Journal of psychosomatic research.

[27]  S. Messick Test validity and the ethics of assessment. , 1980 .

[28]  Saroj Parasuraman,et al.  Sources and Outcomes of Stress in Organizational Settings: Toward the Development of a Structural Model , 1984 .

[29]  Wan-Jin Kim,et al.  A Study on the Evaluation of Job Stresses for Managers in the Construction Industry , 2007 .

[30]  Young-Chae Cho,et al.  Type A Behavior Pattern and Its Association with Stress, Depression and Fatigue in Nurses , 2008 .

[31]  R. Cattell The description of personality: basic traits resolved into clusters. , 1943 .

[32]  Pedro Arezes,et al.  The role of safety culture in safety performance measurement , 2003 .

[33]  A. Neal,et al.  A study of the lagged relationships among safety climate, safety motivation, safety behavior, and accidents at the individual and group levels. , 2006, The Journal of applied psychology.

[34]  Lauren B. Krupp,et al.  Fatigue in multiple sclerosis. , 1988, Archives of neurology.

[35]  Sherif Ali Mohtady Mohamed,et al.  SAFETY CLIMATE IN CONSTRUCTION SITE ENVIRONMENTS , 2002 .

[36]  Mariko Nishikitani,et al.  Differences in the lethality of occupational accidents in OECD countries , 2008 .

[37]  R. Flin,et al.  Safety culture: philosopher’s stone or man of straw? , 1998 .

[38]  H. W. Heinrich,et al.  Industrial accident prevention : a safety management approach , 1980 .

[39]  G K Montgomery,et al.  Uncommon tiredness among college undergraduates. , 1983, Journal of consulting and clinical psychology.

[40]  Oi-ling Siu,et al.  Safety climate and safety performance among construction workers in Hong Kong. The role of psychological strains as mediators. , 2004, Accident; analysis and prevention.

[41]  M. D. Cooper Towards a model of safety culture , 2000 .

[42]  P. Froom,et al.  Fatigue among Israeli industrial employees. , 1996, Journal of occupational and environmental medicine.

[43]  A. Neal,et al.  The impact of organizational climate on safety climate and individual behavior , 2000 .

[44]  Frank W. Guldenmund,et al.  The use of questionnaires in safety culture research – an evaluation , 2007 .

[45]  S Melamed,et al.  Ergonomic stress levels, personal characteristics, accident occurrence and sickness absence among factory workers. , 1989, Ergonomics.

[46]  Tsung-Chih Wu,et al.  A correlation among safety leadership, safety climate and safety performance , 2008 .

[47]  D. Hofmann,et al.  The role of safety climate and communication in accident interpretation: Implications for learning from negative events , 1998 .

[48]  P. White,et al.  Is perfectionism associated with fatigue? , 1996, Journal of psychosomatic research.

[49]  Tom Cox,et al.  Measurement of the subjective work environment , 1994 .

[50]  I. Kant,et al.  The relationship between psychosocial work characteristics and fatigue and psychological distress , 2002, International archives of occupational and environmental health.

[51]  W. Borman,et al.  Expanding the Criterion Domain to Include Elements of Contextual Performance , 1993 .

[52]  A Neal,et al.  Perceptions of safety at work: a framework for linking safety climate to safety performance, knowledge, and motivation. , 2000, Journal of occupational health psychology.

[53]  M. D. Cooper Behavioral Safety Interventions A review of process design factors , 2009 .

[54]  Ang P.S.,et al.  Master\'s Dissertation , 2009 .

[55]  G. Āllport,et al.  Trait-names: A psycho-lexical study. , 1936 .

[56]  D. Zohar Safety climate in industrial organizations: theoretical and applied implications. , 1980, The Journal of applied psychology.

[57]  Dong-Eun Lee,et al.  Developing the Path Model defining the Relationship between Construction Worker's Personal Characteristics and Safety Behaviors , 2013 .

[58]  David A. Hofmann,et al.  High reliability process industries: Individual, micro, and macro organizational influences on safety performance , 1995 .

[59]  Gurjeet K. Gill,et al.  Perceptions of safety management and safety culture in the aviation industry in New Zealand , 2004 .

[60]  Thomas N. Garavan,et al.  An Investigation into the Relationship between Safety Climate and Safety Behaviours in Irish Organisations , 2001 .

[61]  G. Lyman,et al.  Measurement of Fatigue in Cancer Patients: Development and Validation of the Fatigue Symptom Inventory , 1998, Quality of Life Research.

[62]  Inés Tomás,et al.  Leadership and employees' perceived safety behaviours in a nuclear power plant: A structural equation model , 2011 .

[63]  P. Dewel,et al.  Examining the Nature of Work Stress: Individual Evaluations of Stressful Experiences and Coping , 1989 .

[64]  L. A. Pervin Personality: Theory and Research , 1984 .

[65]  François Béland,et al.  A safety climate measure for construction sites , 1991 .

[66]  S. Parker,et al.  Designing a safer workplace: importance of job autonomy, communication quality, and supportive supervisors. , 2001, Journal of occupational health psychology.

[67]  J. Siegrist Adverse health effects of high-effort/low-reward conditions. , 1996, Journal of occupational health psychology.

[68]  Sam Salem,et al.  Effectiveness of behaviour based safety interventions to reduce accidents and injuries in workplaces: critical appraisal and meta-analysis , 2006 .

[69]  R. Lam,et al.  The Relevance of an Employee Assistance Program to the Treatment of Workplace Depression , 2006 .

[70]  D. Zohar A group-level model of safety climate: testing the effect of group climate on microaccidents in manufacturing jobs. , 2000, The Journal of applied psychology.

[71]  Roger L. Brown Assessing specific mediational effects in complex theoretical models , 1997 .

[72]  F Nachreiner,et al.  Accident risk as a function of hour at work and time of day as determined from accident data and exposure models for the German working population. , 1998, Scandinavian journal of work, environment & health.

[73]  E. Kelloway,et al.  High-quality work, job satisfaction, and occupational injuries. , 2003, The Journal of applied psychology.

[74]  J. C. Wallace,et al.  Workplace safety performance: conscientiousness, cognitive failure, and their interaction. , 2003, Journal of Occupational Health Psychology.

[75]  I. Kant,et al.  Fatigue as a risk factor for being injured in an occupational accident: results from the Maastricht Cohort Study , 2003, Occupational and environmental medicine.

[76]  M. Kivimäki,et al.  Temporary employment and health: a review. , 2005, International journal of epidemiology.

[77]  E. Smets,et al.  The Multidimensional Fatigue Inventory (MFI) psychometric qualities of an instrument to assess fatigue. , 1995, Journal of psychosomatic research.

[78]  J. Schwartz,et al.  Job characteristics in relation to the prevalence of myocardial infarction in the US Health Examination Survey (HES) and the Health and Nutrition Examination Survey (HANES). , 1988, American journal of public health.

[79]  L. Wheeler,et al.  Review of personality and social psychology , 1980 .

[80]  T. Kletz An Engineer’s View of Human Error , 1991 .

[81]  C. Ramanathan,et al.  EAP's response to personal stress and productivity: implications for occupational social work. , 1992, Social work.

[82]  Kyung Yong Rhee,et al.  Developing an Occupational Stress Scale for Korean Employees , 2005 .

[83]  Elena Bardasi,et al.  The impact of atypical employment on individual wellbeing: evidence from a panel of British workers. , 2004, Social science & medicine.

[84]  Stephanie C. Payne,et al.  The influence of individual differences on organizational safety attitudes , 2009 .