Comparison of Body Composition Assessment Methods in Professional Urban Firefighters

in International Journal of Sport Nutrition and Exercise Metabolism

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Disa J. SmeeUniversity of Canberra

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Anthony WalkerUniversity of Canberra
Australian Capital Territory Fire & Rescue

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Ben RattrayUniversity of Canberra

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Julie A. CookeUniversity of Canberra

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Ben G. SerpellACT Brumbies Rugby Union

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Kate L. PumpaUniversity of Canberra

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Given the importance of body composition in maintaining optimal physical and functional capacities, the use of appropriate, field-based assessment tools should be a priority to assist in maintaining the occupational safety of firefighters and the community. For ease, body mass index has often been used to assess these changes. However, it is limited in its accuracy. The purposes of this study were twofold: (a) to compare the validity of different measures of body composition against dual-energy X-ray absorptiometry (DXA) in urban firefighters and (b) to assess these measures in their ability to provide meaningful interpretation of criteria-driven categories of adiposity. A total of 64 male firefighters (age = 44.0 ± 9.5 years) underwent full anthropometric profiling (predictor equations used to determine body fat percentage [BF%]), bioelectrical impedance analysis (BIA), and DXA assessments. Participants’ body mass index was calculated, and BF% and lean mass were determined along with criteria-driven categorizations of adiposity. Anthropometric (skinfolds) predictor equations (e.g., mean bias = −4.4% for BF%) were typically closer to DXA measures, compared with BIA (9.4% for BF%). However, when determining categories of criteria-driven adiposity, BIA (42.9% overweight or obese) provided closer estimates to the DXA-determined distribution (44.6%) than anthropometric-based measures (up to 40%). Body mass index appears an inappropriate measure for accurately determining categories of adiposity with 64.1% classified as overweight or obese. Given the logistical constraints of anthropometric profiling, and the closeness of BIA to DXA in adiposity categories, BIA may be a suitable alternative to DXA for assessing body composition in professional urban firefighters.

Smee, Rattray, Cooke, and Pumpa are with the Discipline of Sport and Exercise Science, Faculty of Health, University of Canberra, Canberra, Australian Capital Territory, Australia. Walker, Rattray, Cooke, and Pumpa are with the Research Institute for Sport and Exercise, University of Canberra, Canberra, Australian Capital Territory, Australia. Walker is also with Australian Capital Territory Fire & Rescue, Canberra, Australian Capital Territory, Australia. Serpell is with ACT Brumbies Rugby Union, Canberra, Australian Capital Territory, Australia.

Address author correspondence to Disa J. Smee at Disa.smee@canberra.edu.au.
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  • Australian Bureau of Statistics. (2016). Overweight and obesity. (4364.0.55.001). Canberra, Australia: Australian Government. Retrieved from http://www.abs.gov.au/ausstats/abs@.nsf/Lookup/by%20Subject/4364.0.55.001~2014-15~Main%20Features~Overweight%20and%20obesity~22.

    • Search Google Scholar
    • Export Citation
  • Baumgartner, R.N. (2000). Body composition in healthy aging. Annals of the New York Academy of Sciences, 904(1), 437448. PubMed ID: 10865787 doi:10.1111/j.1749-6632.2000.tb06498.x

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Bilzon, J.L., Scarpello, E.G., Smith, C.V., Ravenhill, N.A., & Rayson, M.P. (2001). Characterization of the metabolic demands of simulated shipboard royal navy fire-fighting tasks. Ergonomics, 44(8), 766780. PubMed ID: 11450875 doi:10.1080/00140130118253

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Boyce, R.W., Ciulla, S., Jones, G.R., Boone, E.L., Elliott, S.M., & Combs, C.S. (2008). Muscular strength and body composition comparison between the Charlotte-Mecklenburg Fire and Police Departments. International Journal of Exercise Science, 1(3), 125135.

    • Search Google Scholar
    • Export Citation
  • Cohen, J. (1977). Statistical power analysis for the behavioral sciences (revised ed.). New York, NY: Academic Press.

  • De Schutter, A., Lavie, C.J., Patel, D.A., Artham, S.M., & Milani, R.V. (2013). Relation of body fat categories by Gallagher classification and by continuous variables to mortality in patients with coronary heart disease. The American Journal of Cardiology, 111(5), 657660. PubMed ID: 23261004 doi:10.1016/j.amjcard.2012.11.013

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Donovan, R., Nelson, T., Peel, J., Lipsey, T., Voyles, W., & Israel, R.G. (2009). Cardiorespiratory fitness and the metabolic syndrome in firefighters. Occupational Medicine, 59(7), 487492. PubMed ID: 19578075 doi:10.1093/occmed/kqp095

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Dulloo, A.G., Jacquet, J., Solinas, G., Montani, J., & Schutz, Y. (2010). Body composition phenotypes in pathways to obesity and the metabolic syndrome. International Journal of Obesity, 34(Suppl. 2), 4. PubMed ID: 21151146 doi:10.1038/ijo.2010.234

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Fahs, C.A., Yan, H., Ranadive, S., Rossow, L.M., Agiovlasitis, S., Echols, G., . . . Fernhall, B. (2011). Acute effects of firefighting on arterial stiffness and blood flow. Vascular Medicine, 16(2), 113118. PubMed ID: 21511674 doi:10.1177/1358863X11404940

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Gallagher, D., Heymsfield, S.B., Heo, M., Jebb, S.A., Murgatroyd, P.R., & Sakamoto, Y. (2000). Healthy percentage body fat ranges: An approach for developing guidelines based on body mass index. The American Journal of Clinical Nutrition, 72(3), 694701. PubMed ID: 10966886 doi:10.1093/ajcn/72.3.694

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Goodpaster, B.H., Park, S.W., Harris, T.B., Kritchevsky, S.B., Nevitt, M., Schwartz, A.V., . . . Newman, A.B. (2006). The loss of skeletal muscle strength, mass, and quality in older adults: The health, aging and body composition study. The Journals of Gerontology. Series A: Biological Sciences and Medical Sciences, 61(10), 10591064. PubMed ID: 17077199 doi:10.1093/gerona/61.10.1059

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Hopkins, W.G. (2000). Measures of reliability in sports medicine and science. Sports Medicine, 30(1), 115. PubMed ID: 10907753 doi:10.2165/00007256-200030010-00001

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Jahnke, S.A., Poston, W.S., Haddock, C.K., & Jitnarin, N. (2013a). Injury among a population based sample of career firefighters in the central USA. Injury Prevention, 19(6), 393398. PubMed ID: 23504995 doi:10.1136/injuryprev-2012-040662

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Jahnke, S.A., Poston, W.S., Haddock, C.K., & Jitnarin, N. (2013b). Obesity and incident injury among career firefighters in the central United States. Obesity, 21(8), 15051508. PubMed ID: 23512940 doi:10.1002/oby.20436

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Kuehl, K.S., Elliot, D.L., Goldberg, L., Moe, E.L., Perrier, E., & Smith, J. (2013). Economic benefit of the PHLAME wellness programme on firefighter injury. Occupational Medicine, 63(3), 203209. PubMed ID: 23416849 doi:10.1093/occmed/kqs232

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Kuehl, K.S., Kisbu-Sakarya, Y., Elliot, D.L., Moe, E.L., DeFrancesco, C.A., MacKinnon, D.P., . . . Kuehl, H.E. (2012). Body mass index is a predictor of fire fighter injury and workers’ compensation claims. Journal of Occupational and Environmental Medicine, 54(5), 579582. PubMed ID: 22569476 doi:10.1097/JOM.0b013e318249202d

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Kyle, U.G., Bosaeus, I., De Lorenzo, A.D., Deurenberg, P., Elia, M., Gómez, J.M., . . . Pichard, C. (2004). Bioelectrical impedance analysis—Part II: Utilization in clinical practice. Clinical Nutrition, 23(6), 14301453. PubMed ID: 15556267 doi:10.1016/j.clnu.2004.09.012

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Kyle, U.G., Genton, L., Slosman, D.O., & Pichard, C. (2001). Fat-free and fat mass percentiles in 5225 healthy subjects aged 15 to 98 years. Nutrition, 17(7), 534541. PubMed ID: 11448570 doi:10.1016/S0899-9007(01)00555-X

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Lakka, H.-M., Lakka, T.A., Tuomilehto, J., & Salonen, J.T. (2002). Abdominal obesity is associated with increased risk of acute coronary events in men. European Heart Journal, 23(9), 706713. PubMed ID: 11977996 doi:10.1053/euhj.2001.2889

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Larsson, L., Grimby, G., & Karlsson, J. (1979). Muscle strength and speed of movement in relation to age and muscle morphology. Journal of Applied Physiology, 46(3), 451456. PubMed ID: 438011 doi:10.1152/jappl.1979.46.3.451

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Mayer, J.M., Nuzzo, J.L., Chen, R., Quillen, W.S., Verna, J.L., Miro, R., & Dagenais, S. (2012). The impact of obesity on back and core muscular endurance in firefighters. Journal of Obesity, 2012, 729283. PubMed ID: 23213491 doi:10.1155/2012/729283

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Metter, E.J., Lynch, N., Conwit, R., Lindle, R., Tobin, J., & Hurley, B. (1999). Muscle quality and age: Cross-sectional and longitudinal comparisons. The Journals of Gerontology. Series A: Biological Sciences and Medical Sciences, 54(5), B207218. PubMed ID: 10362000 doi:10.1093/gerona/54.5.B207

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Michaelides, M.A., Parpa, K.M., Thompson, J., & Brown, B. (2008). Predicting performance on a firefighter’s ability test from fitness parameters. Research Quarterly for Exercise and Sport, 79(4), 468475. PubMed ID: 19177948 doi:10.1080/02701367.2008.10599513

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Munir, F., Clemes, S., Houdmont, J., & Randall, R. (2012). Overweight and obesity in UK firefighters. Occupational Medicine, 62(5), 362365. PubMed ID: 22679213 doi:10.1093/occmed/kqs077

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Nana, A., Slater, G.J., Hopkins, W.G., & Burke, L.M. (2012). Techniques for undertaking dual-energy X-ray absorptiometry whole-body scans to estimate body composition in tall and/or broad subjects. International Journal of Sport Nutrition and Exercise Metabolism, 22(5), 313322. PubMed ID: 23011648 doi:10.1123/ijsnem.22.5.313

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Norton, K., & Olds, T. (1996). Anthropometrica: A textbook of body measurement for sports and health courses. Sydney, Australia: UNSW press.

    • Search Google Scholar
    • Export Citation
  • Poston, W.S., Haddock, C.K., Jahnke, S.A., Jitnarin, N., & Day, R.S. (2013). An examination of the benefits of health promotion programs for the national fire service. BMC Public Health, 13(1), 805. doi:10.1186/1471-2458-13-805

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Poston, W.S., Haddock, C.K., Jahnke, S.A., Jitnarin, N., Tuley, B.C., & Kales, S.N. (2011a). The prevalence of overweight, obesity, and substandard fitness in a population-based firefighter cohort. Journal of Occupational and Environmental Medicine, 53(3), 266273. PubMed ID: 21386691 doi:10.1097/JOM.0b013e31820af362

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Poston, W.S., Jitnarin, N., Haddock, C.K., Jahnke, S.A., & Tuley, B.C. (2011b). Obesity and injury-related absenteeism in a population-based firefighter cohort. Obesity, 19(10), 20762081. PubMed ID: 21633400 doi:10.1038/oby.2011.147

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Smith, D.L. (2011). Firefighter fitness: Improving performance and preventing injuries and fatalities. Current Sports Medicine Reports, 10(3), 167172. PubMed ID: 21623308 doi:10.1249/JSR.0b013e31821a9fec

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Soteriades, E.S., Smith, D.L., Tsismenakis, A.J., Baur, D.M., & Kales, S.N. (2011). Cardiovascular disease in US firefighters: A systematic review. Cardiology in Review, 19(4), 202215. PubMed ID: 21646874 doi:10.1097/CRD.0b013e318215c105

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Svendsen, O.L., Haarbo, J., Hassager, C., & Christiansen, C. (1993). Accuracy of measurements of body composition by dual-energy X-ray absorptiometry in vivo. The American Journal of Clinical Nutrition, 57(5), 605608. PubMed ID: 8480673 doi:10.1093/ajcn/57.5.605

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Tsismenakis, A.J., Christophi, C.A., Burress, J.W., Kinney, A.M., Kim, M., & Kales, S.N. (2009). The obesity epidemic and future emergency responders. Obesity, 17(8), 16481650. PubMed ID: 19300435 doi:10.1038/oby.2009.63

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Walker, A., Beatty, H.E.W., Zanetti, S., & Rattray, B. (2017). Improving body composition may reduce the immune and inflammatory responses of firefighters working in the heat. Journal of Occupational and Environmental Medicine, 59(4), 377383. PubMed ID: 28628047 doi:10.1097/JOM.0000000000000980

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Walker, A., Driller, M., Argus, C., Cooke, J., & Rattray, B. (2014). The ageing Australian firefighter: An argument for age-based recruitment and fitness standards for urban fire services. Ergonomics, 57(4), 612621. PubMed ID: 24588283 doi:10.1080/00140139.2014.887790

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wilkinson, M.L., Brown, A.L., Poston, W.S., Haddock, C.K., Jahnke, S.A., & Day, R.S. (2014). Physician weight recommendations for overweight and obese firefighters, United States, 2011–2012. Preventing Chronic Disease, 11, E116. PubMed ID: 25010998 doi:10.5888/pcd11.140091

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wilson, P.W., D’Agostino, R.B., Sullivan, L., Parise, H., & Kannel, W.B. (2002). Overweight and obesity as determinants of cardiovascular risk: The Framingham experience. Archives of Internal Medicine, 162(16), 18671872. PubMed ID: 12196085 doi:10.1001/archinte.162.16.1867

    • Crossref
    • Search Google Scholar
    • Export Citation
  • World Health Organization. (2000). Obesity: Preventing and managing the global epidemic. London, United Kingdom: Author.

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