The role of workload and driver coping styles in predicting bus drivers' need for recovery, positive and negative affect, and physical symptoms

Article

Machin, M. Anthony and Hoare, P. Nancey. 2008. "The role of workload and driver coping styles in predicting bus drivers' need for recovery, positive and negative affect, and physical symptoms." Anxiety, Stress and Coping. 21 (4), pp. 359-375. https://doi.org/10.1080/10615800701766049
Article Title

The role of workload and driver coping styles in predicting bus drivers' need for recovery, positive and negative affect, and physical symptoms

ERA Journal ID30333
Article CategoryArticle
AuthorsMachin, M. Anthony (Author) and Hoare, P. Nancey (Author)
Journal TitleAnxiety, Stress and Coping
Journal Citation21 (4), pp. 359-375
Number of Pages17
Year2008
Place of PublicationLondon, United Kingdom
ISSN1061-5806
1477-2205
Digital Object Identifier (DOI)https://doi.org/10.1080/10615800701766049
Abstract

A survey was conducted on a sample of 159 Australian bus drivers to determine the extent to which workload and self-reported driver coping styles predicted their subjective health status. The model that was proposed incorporated the hours spent driving as a measure of workload, both adaptive and maladaptive driver coping styles, and self-report measures of need for recovery (i.e., fatigue), positive and negative affect (PA and NA), and physical symptoms. The results of hierarchical regression analyses revealed that the workload was a significant predictor of drivers' need for recovery, but not of their PA and NA nor of their physical symptoms. Need for recovery was in turn a significant predictor of PA and NA and of their physical symptoms, indicating that it mediates the influence of workload on PA and NA and physical symptoms. Two maladaptive coping strategies added to the prediction of need for recovery, as well as to the prediction of NA, even after controlling for the influence of need for recovery. One adaptive coping strategy added to the prediction of PA. Strategies for management of fatigue in bus drivers should focus on the assessment and remediation of maladaptive coping strategies which impact of drivers' need for recovery, which in turn predicts PA and NA and physical symptoms.

Keywordsbus drivers; adaptive coping; maladaptive coping; need for recovery; positive affect; negative affect; physical symptoms
ANZSRC Field of Research 2020520406. Sensory processes, perception and performance
350505. Occupational and workplace health and safety
520104. Industrial and organisational psychology (incl. human factors)
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Byline AffiliationsDepartment of Psychology
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Burns, Richard A. and Machin, M. Anthony. 2009. "Investigating the structural validity of Ryff's psychological well-being scales across two samples." Social Indicators Research: an international and interdisciplinary journal for quality-of-life measurement. 93 (2), pp. 359-375. https://doi.org/10.1007/s11205-008-9329-1
An interpretative phenomenological analysis of adult clients' experience of My Career Chapter
McIlveen, Peter, Patton, Wendy and Hoare, P. Nancey. 2008. "An interpretative phenomenological analysis of adult clients' experience of My Career Chapter." Australian Journal of Career Development. 17 (3), pp. 51-62.
The impact of informal social support on individual morale, distress, and satisfaction
Beccaria, Gavin and Machin, M. Anthony. 2007. "The impact of informal social support on individual morale, distress, and satisfaction." Moore, Kate (ed.) 42nd Australian Psychological Society Annual Conference 2007. Brisbane, Australia 25 - 29 Sep 2007 Melbourne, Australia.
Predicting absenteeism and turnover intentions in the health professions
Albion, Majella J., Fogarty, Gerard J., Machin, M. Anthony and Patrick, Jeff. 2008. "Predicting absenteeism and turnover intentions in the health professions." Australian Health Review. 32 (2), pp. 271-281. https://doi.org/10.1071/AH080271
Re-evaluating our conception of well-being in an organisational setting
Burns, Richard A. and Machin, M. Anthony. 2007. "Re-evaluating our conception of well-being in an organisational setting." Dollard, Maureen, Winefield, Tony, Tuckey, M. and Winwood, P. (ed.) IOP 2007: Better Work. Better Organisations. Better World. Adelaide, Australia 28 Jun - 01 Jul 2007 Melbourne, Australia.
Attributes of immediate supervisor in promoting trust with employees in a public sector organisation
Goh, Hong Eng, Machin, M. Anthony and Patrick, Jeff. 2007. "Attributes of immediate supervisor in promoting trust with employees in a public sector organisation." Dollard, M., Winefield, T., Tuckey, M. and Winwood, P. (ed.) 7th Industrial & Organisational Psychology Conference and 1st Asia Pacific Congress on Work and Organisational Psychology. Adelaide, Australia 28 Jun - 01 Jul 2007 Melbourne, Australia.
Testing a model of the predictors of change success
Machin, M. Anthony and Albion, Majella J.. 2007. "Testing a model of the predictors of change success." Dollard, M., Winefield, T., Tuckey, M. and Winwood, P. (ed.) 7th Industrial & Organisational Psychology Conference and 1st Asia Pacific Congress on Work and Organisational Psychology. Adelaide, Australia 28 Jun - 01 Jul 2007 Melbourne, Australia.
Understanding the process of transfer of training in the workplace
Machin, M. Anthony. 1999. Understanding the process of transfer of training in the workplace. PhD Thesis Doctor of Philosophy. University of Southern Queensland.
Improving mental health status and coping abilities for long-term unemployed youth using cognitive-behaviour therapy based training interventions
Creed, Peter A., Machin, Michael Anthony and Hicks, Richard E.. 1999. "Improving mental health status and coping abilities for long-term unemployed youth using cognitive-behaviour therapy based training interventions." Journal of Organizational Behavior. 20 (6), pp. 963-978. https://doi.org/10.1002/(SICI)1099-1379(199911)20:6<963::AID-JOB916>3.0.CO;2-D
Behavioural plasticity and mental health outcomes for long-term unemployed attending occupational training programmes
Creed, P. A., Hicks, R. E. and Machin, M. A.. 1998. "Behavioural plasticity and mental health outcomes for long-term unemployed attending occupational training programmes." Journal of Occupational and Organizational Psychology. 71 (2), pp. 171-191.
The effects of self-efficacy, motivation to transfer, and situational constraints on transfer intentions and transfer of training
Machin, Michael A. and Fogarty, Gerard J.. 1997. "The effects of self-efficacy, motivation to transfer, and situational constraints on transfer intentions and transfer of training." Performance Improvement Quarterly. 10 (2), pp. 98-115.
Examining a non-prescriptive approach to fatigue management in coach drivers
Machin, M. A.. 2003. "Examining a non-prescriptive approach to fatigue management in coach drivers." Reddy, P., Langan-Fox, J. and Code, S. (ed.) 5th Australian Industrial and Organisational Psychology Conference 2003: Advancing Creative Solutions in Science and Practice. Melbourne, Australia 26 - 29 Jun 2003 Melbourne, Australia.
Introducing the latent and manifest benefits of employment (LAMB) scale
Muller, J. J., Creed, P. A., Waters, L. and Machin, M. A.. 2003. "Introducing the latent and manifest benefits of employment (LAMB) scale." Reddy, P., Langan-Fox, J. and Code, S. (ed.) 5th Australian Industrial and Organisational Psychology Conference 2003: Advancing Creative Solutions in Science and Practice. Melbourne, Australia 26 - 29 Jun 2003 Melbourne,Australia.
Predicting health outcomes and safety behaviour in taxi drivers
Machin, M. A. and De Souza, J. M. D.. 2003. "Predicting health outcomes and safety behaviour in taxi drivers." Reddy, P., Langan-Fox, J. and Code, S. (ed.) 5th Australian Industrial and Organisational Psychology Conference 2003: Advancing Creative Solutions in Science and Practice. Melbourne, Australia 26 - 29 Jun 2003 Melbourne, Australia.
The influence of psychological factors on pre-employment activities in the unemployed
Hoare, P. N. and Machin, M. A.. 2003. "The influence of psychological factors on pre-employment activities in the unemployed." Reddy, P., Langan-Fox, J. and Code, S. (ed.) 5th Australian Industrial and Organisational Psychology Conference 2003: Advancing Creative Solutions in Science and Practice. Melbourne, Australia 26 - 29 Jun 2003 Melbourne, Australia.
Developing a performance model for express coach drivers as a basis for selection
Kellett, S. M. and Machin, M. A.. 1999. "Developing a performance model for express coach drivers as a basis for selection." Crassini, B. (ed.) 3rd Australian Industrial and Organisational Psychology Conference 1999. Brisbane, Australia 26 - 27 Jun 1999 Melbourne, Australia.
The influence of transfer climate and transfer enhancement activities on the implementation of aviation team training
Machin, M. A. and Fogarty, G. J.. 1999. "The influence of transfer climate and transfer enhancement activities on the implementation of aviation team training." Crassini, B. (ed.) 3rd Australian Industrial and Organisational Psychology Conference 1999. Brisbane, Australia 26 - 27 Jun 1999 Melbourne, Australia.
The unemployment experience: psychological factors influencing mental health, coping behaviours, and employment outcomes
Hoare, Patricia Nancey. 2007. The unemployment experience: psychological factors influencing mental health, coping behaviours, and employment outcomes. PhD Thesis Doctor of Philosophy. University of Southern Queensland.
Multidimensional properties of the access to categories of experience scale
Creed, Peter A. and Machin, M. Anthony. 2003. "Multidimensional properties of the access to categories of experience scale." European Journal of Psychological Assessment. 19 (2), pp. 85-91. https://doi.org/10.1027//1015-5759.19.2.85
Predicting occupational strain and job satisfaction: the role of stress, coping, personality, and affectivity variables
Fogarty, Gerard J., Machin, M. Anthony, Albion, Majella J., Sutherland, Lynette F., Lalor, Gabrielle I. and Revitt, Susan. 1999. "Predicting occupational strain and job satisfaction: the role of stress, coping, personality, and affectivity variables." Journal of Vocational Behavior. 54 (3), pp. 429-452. https://doi.org/10.1006/jvbe.1998.1670
Predicting performance on a situational judgement test: the role of communication skills, listening skills, and expertise
Strahan, Jeanne, Fogarty, Gerard J. and Machin, M. Anthony. 2005. "Predicting performance on a situational judgement test: the role of communication skills, listening skills, and expertise." Katsikitis, Mary (ed.) 40th Australian Psychological Society Annual Conference 2005. Melbourne, Australia 28 Sep - 02 Oct 2005 Melbourne, Australia.
The development and preliminary testing of a scale to measure the latent and manifest benefits of employment
Muller, Juanita J., Creed, Peter A., Waters, Lea E. and Machin, M. Anthony. 2005. "The development and preliminary testing of a scale to measure the latent and manifest benefits of employment." European Journal of Psychological Assessment. 21 (3), pp. 191-198. https://doi.org/10.1027/1015-5759.21.3.191
The relationship of work support and work demands to individual outcomes and absenteeism of rural nurses
Machin, M. Anthony, Fogarty, Gerard J. and Albion, Majella J.. 2004. "The relationship of work support and work demands to individual outcomes and absenteeism of rural nurses." 36th Australian Psychological Society Annual Conference. Adelaide, Australia 21 - 24 Sep 2001
Assessing the antecedents of transfer intentions in a training context
Machin, M. Anthony and Fogarty, Gerard J.. 2004. "Assessing the antecedents of transfer intentions in a training context." International Journal of Training and Development. 8 (3), pp. 222-236.
Predicting health outcomes and safety behaviour in taxi drivers
Machin, M. Anthony and De Souza, Jillian M. D.. 2004. "Predicting health outcomes and safety behaviour in taxi drivers." Transportation Research Part F: Traffic Psychology and Behaviour. 7 (4-5), pp. 257-270. https://doi.org/10.1016/j.trf.2004.09.004
Maintaining well-being during unemployment: the role of the latent benefits of employment
Hoare, P. Nancey and Machin, M. Anthony. 2006. "Maintaining well-being during unemployment: the role of the latent benefits of employment." Australian Journal of Career Development. 15 (1), pp. 19-27.
Predictors of coach drivers' safety behaviour and health status
Machin, M. Anthony. 2005. "Predictors of coach drivers' safety behaviour and health status." Dorn, Lisa (ed.) 2nd International Conference in Driver Behaviour and Training. Edinburgh, Scotland 15 - 17 Nov 2005 Aldershot, United Kingdom.
Self-esteem, affectivity, and deprivation: predictors of well-being in the unemployed
Hoare, Patricia Nancey and Machin, M. Anthony. 2004. "Self-esteem, affectivity, and deprivation: predictors of well-being in the unemployed." Katsikitis, Mary (ed.) 39th Australian Psychological Society Annual Conference 2004. Sydney, Australia 29 Sep - 03 Oct 2004 Melbourne, Australia.
Predictors of motivation to learn when training is mandatory
Machin, M. Anthony and Treloar, Cherylee A.. 2004. "Predictors of motivation to learn when training is mandatory." Katsikitis, Mary (ed.) 39th Australian Psychological Society Annual Conference 2004. Sydney, Australia 29 Sep - 03 Oct 2004 Melbourne, Australia.
Australian public sector employees' commitment to organisational change
Machin, M. Anthony and Bannon, Steven F.. 2005. "Australian public sector employees' commitment to organisational change." Katsikitis, Mary (ed.) 40th Australian Psychological Society Annual Conference 2005. Melbourne, Australia 28 Sep - 02 Oct 2005 Melbourne, Australia.
Benchmarking occupational stressors and strain levels for rural nurses and other health sector workers
Albion, Majella J., Fogarty, Gerard J. and Machin, M. Anthony. 2005. "Benchmarking occupational stressors and strain levels for rural nurses and other health sector workers." Journal of Nursing Management. 13 (5), pp. 411-418. https://doi.org/10.1111/j.1365-2834.2005.00538.x