Application of Structural Equations Modeling to Assess Relationship among Emotional Intelligence, General Health and Occupational Accidents

  • MOAMMAD KHANDAN Ergonomics Department, Faculty of Health, Qom University of Medical Sciences, Qom, Iran
  • AMIR KAVOUSI School of Health, Safety and Environment, ShahidBeheshti University of Medical Sciences, Tehran, Iran
  • ALIREZA KOOHPAEI Mail Work Health Research Centre, Qom University of Medical Sciences, Qom, Iran
Emotional Intelligence, General Health, Occupational Accidents, SEM




Emotional intelligence (EI) has been subject of significant amounts of literature over the past two decades. However, little has been contributed to how emotional intelligence may be practically applied to enhance both accident prevention program and general health in workplaces. Purpose of this paper is to survey relationship among these variables in working society of Iran in 2014. As well as identify practical approaches to application of emotional intelligence skills to manage work change process.This was a cross-sectional study, conducted among all workers in functional units of a manufacturing company (n=178), located in a central province in Iran. Emotional intelligence assessed using Bradberry and Greaves’ questionnaire and Goldberg’s General Health Questionnaire (GHQ) was the other tool used in the study. Descriptive statistics used to describe data by SPSS V22. Also, relationship among studied factors analyzed applying structural equations (SEM) modeling by EQS software. Majority of workers (99.32%) were male. Mean (SD) age was 39.13 (8.23) also 64.19% of participants were married. Mean and standard deviation of EI score calculated 90.64 and 19.33, respectively. Also, results indicated that mean of GH score was 22.24 (±9.83). Analyzing relation between main variables (EI & GH) with occupational accidents depicted that both of them are in significant relationship with accident (P<0.05). Regard to relationship between emotional intelligence and general health with occurrence of accidents in workplace and GH improvement with increase in EI, three strategies are recommended: appropriate job selection, Suitable training and intervention for workplace condition improvement.


Haghi A, Eshraghi S, Rajabi-Vardanjani H, Jalilpour Y. An epidemiological investigation of occupational accidents to workers covered by Iranian social security organization (ISSO) from 2001 to 2011.Adv Environ Biol 2014; 8(17):1467-1473.

DeLeire T, Levy H, Gender. Occupation choice and the risk of death at work: National Bureau of Economic Research. 2001.

NIOSH.Traumatic Occupational Injury Research Needs and Priorities. 1998.

Ghods AA, Alhani F, Anosheh M, Kahoei M. Epidemiology of occupational accidents in Semnan (2002-2006).Koomesh 2009; 10(2):95-100. [Persian]

Wadsworth EJK, Simpson SA, Moss SC, Smith AP. The Bristol stress and health study: accidents, minor injuries and cognitive failures at work. Occup Med 2003; 53:392–397.

AbdRahman NA, Rasdan Ismail A, ArifpinMansor M. Analysis of the perception of occupational accident in mining and quarry sector towards safe and healthy working environment. Int J Curr Res Aca Rev 2014; special issue-1:95-102.

Mehrdad R, Seifmanesh S, Chavoshi F, Aminian O, Izadi N. Epidemiology of occupational accidents in Iran based on social security organization database. Iran Red Cres Med J 2014; 16(1):e10359.

HSE.Health and Safety StatisticsAnnual Reportfor Great Britain2013/14. Available at:

Chorom H, Taghdisi MH, Nassiri P. Burden of occupational accidents in Tehran during 2008-2011.IJHS 2014; 2(2): 45-51.

AslFattahi B, NajjarpourOstadi S. Relationship between emotional intelligence, self-steem and social skills.J EduSci 2013; 6(23):123-136.

Jeffries FL. Predicting Safety Related Attitudes in the Workplace: The influence of moral maturity and emotional intelligence.JBAM 2011; 12(3): 200-216.

Furnham A, Dalglish T, Power M. Handbook of cognition and emotion. 1st ed. Wiley, Chichester, UK, 1999.

Aghayousefi A, Behrouzian S, Saadipour E. The relationships between personality characteristics, emotional intelligence and psychological health among phenylketonuria patients under treatment in Tehran.Research on Exceptional Children 2009; 8(4): 370-381. [Persian]

Khandan M, Vosughi Sh. Emotional intelligence and safety enhancement. Healthy Work Journal 2010; 12:23-28. [Persian]

Hajian A, Sheikhuleslami M, Homaei R, Rahimi F, Aminoroaia M. Relationship between spiritual and emotional intelligence. Journal of Research in Behavioral Sciences 2012; 10(6):500-508. [Persian]

Abbaszadeh M, Mokhtari M. Emotional intelligence construct: a vicious ring in social physical anxiety (case study: the undergraduate female students of Tabriz university). Applied Sociology 2014; 25(3):103-118. [Persian]

FarahmandNasab F, Hosseini M, Mohamadkhani K. The effect of emotional intelligence instruction on the work-life conflict of female high school teachers of 19th educational district of Tehran.Journal of Educational Innovations 2014; 13(49): 80-91. [Persian]

Rezaie A, Bahreini M, Sarvghad, Shahamat SH. Prediction of nurses' job satisfaction by their emotional intelligence and competence. ISMJ 2013; 16(2): 128-37. [Persian]

Ebrahimi M, Esmaeili AA, GhaniFar MH. Comparison of emotional intelligence and postpartum depression between mothers with natural vaginal delivery and cesarean delivery.Modern Care 2014; 11(1):55-62. [Persian]

NazariyanMadavani A, MokhtariDinani M. The relationship between job satisfaction and emotional qution and organization commitment physical education office staff of Tehran universities.Applied Research of Sport Management and Biology 2013;2(6): 43-56. [Persian]

Mobolaji S. Stephensand WI. Accidents and level of intelligence:A view from the Nigerian experience.J Hum Ecol 2011; 35(2):75-84.

Khosroujerdi R, Khanzadeh A. Study of the relationship between Emotional Intelligence and general health in students of Sabzevar teacher training university. Journal of Sabzevar University of Medical Sciences 2007; 14(2):110-116. [Persian]

BakhshiSourshjani L. Relationship between emotional intelligence and mental health with organizational commitment among teachers, nurses an office workers. New findings in psychology 2009; 5(13): 23-33. [Persian]

HasanTehrani T, KaramiKabir N, Sheraghi F. The Relationship between emotional intelligence, mental health and academic achievement in Neyshabour nursing students.Scientific Journal of Hamadan Nursing and Midwifery Faculty 2013; 20(3):35-45. [Persian]

Glendon AI. Human safety and risk management. 2nd edition, CRC Press, New York, US, 2006.

Amirshahi M. Role of management in improvement of administrative health.Tehran: Iranian TrainingCenter and Industrial Researches. 2008. [Persian]

Bolhari J. Mental Health. 3rded, Boshra publication, Tehran, Iran, 2007. [Persian]

Niedhammer I, Chastang JF, David S. Importance ofpsychosocial work factors on general health outcomes in thenational French SUMER survey. Occup Med 2008;58: 15-24.

Vaananen A, Toppinen-Tanner S, Kalimo R, Mutanen P,Vahtera J, Peiro JM. Job characteristics, physical andpsychological symptoms, and social support as antecedentsof sickness absence among men and women in theprivateindustrial sector.SocSci Med2003; 57(5):807-24.

Rahimpoor F, Saeedi F, Fazli A, Mohammadi S. The relationship of sleep quality and general health in shift working nurses. TKJ.2013; 4(4): 8-13. [Persian]

Zare S, shabani N, BabaeiHeydarabadi A, asghari M, aminizadeh R, Nazemorroaya V, et al. Investigation of the relationship between general health and workers’ sleep quality and work incidence in Gole-gohar mineral industries Co., Sirjan. Journal of Ilam University of Medical Sciences 2013; 21(2): 112-119. [Persian]

Kleidon MW. The role of fatigue, safety climate, and emotional intelligence in shaping safety behaviors in aviation maintenance. PhD thesis, University of Southern Queensland, Australia, 2010; p: 123.

MacQueen GM, Galway TM, Hay J, Young LT, Joffe RT. Recollection memory deficits in patients with major depressive disorder predicted by past depressions but not current mood state or treatment status. Psychol Med 2002; 32: 251–258.

Baezzat F, Sharifzadeh H. Relationship between spiritual intelligence and emotional intelligencewith job stress in university employees. Quarterly Journal of Career & Organizational Counseling 2012; 4(13): 55-68. [Persian]

Houston DM, Allt SK. Psychological distress and error making among junior house officers.Br J Health Psychol 1997; 2: 141–151.

Allahyari T, NaslSaraji G, Adl J, Hosseini M, Iravani M, Younesian M, et al. Cognitive failures, driving errors and driving accidents. Int J OccupSafErgon 2008; 14(2): 149–158.

Allahyari T, HassanzadehRangi N, Khalkhali H, Khosravi Y. Occupational cognitive failures and safety performance in the workplace. Int J OccupSafErgon 2014; 20(1): 175–180.

Okwaraji FE, Aguwa EN. Burnout, psychological distress and job satisfaction among secondary school teachers in Enugu, South East Nigeria.J Psychiatry 2015; 18: 198. doi:10.4172/Psychiatry.1000198

Bradberry T, Greaves J. Translated by Ganji H. Emotional intelligence Quick Book.2nd ed.Savalan, Tehran, Iran, 2013.

Ganji H, Mirhashemi M, Sabet M. Bradberry-Greaves’ emotional intelligence test: preliminary norming-process. Thought and Behavior in Clinical Psychology 2005; 1(2):23-35. [Persian]

Saeid Y, Javadi M, Mokhtarinoori J, Sirati M. On the relationship between emotional intelligence and demographic variables in nurses.Journal of Military Medicine 2013; 15(1):87-94. [Persian]

Goldberg DP, Williams P. The user's guide to the general health questionnaire.NFER-Nelson: Windsor. 1988.

Goldberg DP. The detection of psychiatricillness by questionnaire. Oxford UniversityPress, London, England, 1972.

Noorbala AA, Bagheriyazdi SA, Mohammad K.The validation of general health questionnaire- 28 as a psychiatric screening tool.Hakim Research Journal 2009; 11: 47- 53. [Persian]

Nastiezaie N, Vaezi M, Molazahi A, Moghadam M. The relationship between job burnout and public health of telecommunication central office personnel in Zahedan.Toloo-E-Behdasht 2009; 7: 49-56.[Persian]

Kalman TP, Wilson PG,Kalman CM. Psychiatricmorbidity in long-termrenal transplant recipient and patients undergoinghaemodialysis: A comparative study. JAMA1983; 250: 55-58.

Chan DW,Chan TSC. Reliability, validity and the structure of the generalhealth questionnaire in an Chinese version context. Psychol Med 1983; 13: 363-72.

Keyes S. Genderstereotypes and personaladjustment:Employing the PAQ, TSBI and GHQ withsamples of Bntish adolescents. Br J Soc Psychol1984; 23: 173-80.

MousaviNasab SMH. Taghavi SMR. Effect of stress assessment and facing strategies in mental health.Hormazgan Medical Science Journal 2007; 11 (1): 83-90. [Persian]

Oginska-Bulik N. Emotional intelligence in the workplace: exploring its effects on occupational stress and health outcomes in human service workers.Int J Occup Med Environ Health 2005; 18(2):167-175.

RiahiFarsani L. Farokhi A. Farahani A. Shamsipoor P. Effect of emotional intelligence training on mental skills of athlete younkers.Motional-Sporty Growth And Learning 2014; 5(4):25-40.

Javadi M, Saeid Y, MokhtariNoori J, Sirati M. The effect of neuro linguistic programing strategies training on nurses’ emotional intelligence: A randomized clinical trial study.J Appl Environ BiolSci2014; 4(7):238-244.

Hosseini H, Sadeghi A, Rajabzadeh R, Rezazadeh J, Nabavi H, Ranaei M, et al. General health and related factors among student of North Khorasan university of medical sciences, 2010. Journal of North Khorasan University of Medical Sciences 2011; 3(2):23-28. [Persian]

Noorbala AA, Yazdi SAB, Yasamy MT,Mohammad K. Mental health survey of theadult population in Iran.Br J Psychiatry 2004;184: 70.

Palahang H, Nasr M, Brahani M, Shahmohammadi D. Epidemiology of mental illnesses in Kashan city. IJPCP.1996; 2(4): 19-27.

Salimynezhad S, Yusef Poor N, MoghadamNasir Z. The relationships between General Health and Emotional Intelligence with defense mechanisms on University students of Payame Noor University.ProcediaSocBehavSci 2015; 205 (9): 681–687.

Niazi M, Menati R, Delpisheh A, Menati S, Kassani A. The Association between General Health and Emotional Intelligence in the Nurses of Ilam Province.Sadra Med Sci J 2015; 3(3): 179-190. [Persian]

Esmaeili N, BalouiJamkhaneh E. The relationship between emotional intelligence and mental health in humanism college students at IAU, Qaemshahr branch, Iran.J Basic ApplSci Res 2013; 3(2):68-76.

Namazi A, Alizadeh S, Kouchakzadeh-Talami S. The correlation between general health, emotional intelligence and academic achievement together on midwifery students.J ClinNurs Midwifery 2015; 4 (2) :20-28.

Abdoli N, Farnia V, Delavar A, Esmaeili A, Dortaj F, Farrokhi N, et al. Poor mental health status and aggression are associated with poor driving behavior among male traffic offenders. Neuropsychiatr Dis Treat 2015; 11: 2071-2078.

Nooryan K, Gasparyan K, Sharif F, Zolad M. Controlling anxiety in physicians and nurses working in intensive care units using emotional intelligence items as an anxiety management tool in Iran. Int J Gen Med 2012; 5:5-10.

Catino M. Patriotta G. Learning from errors: cognition, emotions and safety culture in the Italian Air Force. Organ Stud 2013; 34(4):437-467.

Suda M, Nakayama K, Morimoto K.Relationship between behavioral lifestyle and mental health status evaluated using the GHQ-28 and SDS questionnaires in Japanese factory workers. Ind Health 2007; 45(3): 467-73.

Soleimany M, Masoodi R, Sadeghi T, Bahrami N, Ghorban M, Hassanpoor A. General health and its association with sleep quality in two groups of nurses with and without shift working in educational centers of Iran University of Medical Sciences. J ShahrekordUniv Med Sci 2008; 10(3):70-75. [Persian]

How to Cite
KHANDAN M, KAVOUSI A, KOOHPAEI A. Application of Structural Equations Modeling to Assess Relationship among Emotional Intelligence, General Health and Occupational Accidents. Int J Occup Hyg. 7(3):124-131.
Original Article(s)