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Article
Sleep, Dietary, and Exercise Behavioral Clusters Among Truck Drivers With Obesity: Implications for Interventions
Journal of Occupational and Environmental Medicine / American College of Occupational and Environmental Medicine
  • Ryan Olson, Portland State University
  • Sharon V. Thompson, Oregon Health & Science University
  • Brad Wipfli, Oregon Health & Science University
  • Ginger Hanson, Kaiser Permanente Northwest
  • Diane L. Elliot, Oregon Health & Science University
  • Kent Anger, Oregon Institute of Occupational Health Sciences
  • Todd Bodner, Portland State University
  • Leslie B. Hammer, Portland State University
  • Elliot Hohn, Oregon Institute of Occupational Health Sciences
  • Nancy Perrin, Oregon Health & Science University
Document Type
Citation
Publication Date
3-1-2016
Disciplines
Abstract

Objective: The objectives of the study were to describe a sample of truck drivers, identify clusters of drivers with similar patterns in behaviors affecting energy balance (sleep, diet, and exercise), and test for cluster differences in health safety, and psychosocial factors.

Methods: Participants’ (n = 452, body mass index M = 37.2, 86.4% male) self-reported behaviors were dichotomized prior to hierarchical cluster analysis, which identified groups with similar behavior covariation. Cluster differences were tested with generalized estimating equations.

Results: Five behavioral clusters were identified that differed significantly in age, smoking status, diabetes prevalence, lost work days, stress, and social support, but not in body mass index. Cluster 2, characterized by the best sleep quality, had significantly lower lost workdays and stress than other clusters.

Conclusions: Weight management interventions for drivers should explicitly address sleep, and may be maximally effective after establishing socially supportive work environments that reduce stress exposures.

DOI
10.1097/JOM.0000000000000650
Persistent Identifier
http://archives.pdx.edu/ds/psu/18833
Citation Information
Olson, R., Thompson, S. V., Wipfli, B., Hanson, G., Elliot, D. L., Anger, W. K., & ... Perrin, N. A. (2016). Sleep, Dietary, and Exercise Behavioral Clusters Among Truck Drivers With Obesity: Implications for Interventions. Journal Of Occupational And Environmental Medicine / American College Of Occupational And Environmental Medicine, 58(3), 314-321.