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Lockie RG, Orr RM, Montes F, Dawes JJ. Exploring the Impact of Firefighter Trainee Fitness on Academy Graduation or Release. J Strength Cond Res 2024; 38:999-1003. [PMID: 38489600 DOI: 10.1519/jsc.0000000000004770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/17/2024]
Abstract
ABSTRACT Lockie, RG, Orr, RM, Montes, F, and Dawes, JJ. A research note exploring the impact of firefighter trainee fitness on academy graduation or release. J Strength Cond Res 38(5): 999-1003, 2024-This study investigated the impact of fitness test performance on firefighter trainee ability to graduate an academy using ordinal logistic generalized linear models. Retrospective analysis was conducted on trainee data ( N = 686) from one fire department who completed an occupational physical ability test (OPAT) that included the following: Illinois agility test (IAT); push-ups; pull-ups; leg tucks; maximal aerobic capacity (V̇ o2 max); backward overhead 4.54-kg medicine ball throw (BOMBT); 10-repetition maximum deadlift; and 91.44-m farmer's carry. Data were recorded in raw and scaled scores based on internal scoring (tests scored from 0 to 100; maximum total OPAT score of 800). Trainees were split into graduated ( n = 576) or released ( n = 110) groups. Data were analyzed through ordinal logistic generalized linear models ( p < 0.05). Raw and scaled scores were investigated separately, with odds ratios (OR) and confidence intervals (CI) produced. Regarding raw scores, there was a difference in the odds of graduating relative to the IAT (OR = 1.357; CI = 1.047-1.760; p = 0.021), BOMBT (OR = 0.744; CI = 0.628-0.882; p < 0.001), and V̇ o2 max (OR = 0.907; CI = 0.862-0.954; p < 0.001). For scaled scores, there was a difference in the odds of graduating relative to the points attained for the BOMBT (OR = 0.985; CI = 0.972-0.999; p = 0.032), deadlift (OR = 0.982; CI = 0.968-0.995; p = 0.008), and total OPAT (OR = 0.994; CI = 0.988-1.000; p = 0.047). Change-of-direction speed (IAT), total-body power (BOMBT), aerobic fitness (V̇ o2 max), lower-body strength (deadlift), and overall fitness (total OPAT points) impacted the odds of trainee fire academy graduation. The IAT presented as the largest impacting variable where, for every unit increase in time (i.e., a slower IAT), there was 1.36 greater chance of a trainee being released from the academy.
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Affiliation(s)
- Robert G Lockie
- Department of Kinesiology, California State University, Fullerton, Fullerton, California
| | - Robin M Orr
- Tactical Research Unit, Bond University, Robina, Queensland, Australia
| | | | - J Jay Dawes
- School of Kinesiology, Applied Health and Recreation, Oklahoma State University, Stillwater, Oklahoma; and
- Tactical Fitness and Nutrition Lab, Oklahoma State University, Stillwater, Oklahoma
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Thompson MB, Lawson DJ, Orr RM, Lockie RG, Dawes JJ. Relationships Between Anthropometric Measures and Body Composition With Individual ACFT Event Performance Among Army Reserve Officers' Training Corps Cadets. J Strength Cond Res 2024; 38:749-754. [PMID: 38090958 DOI: 10.1519/jsc.0000000000004675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2024]
Abstract
ABSTRACT Thompson, MB, Lawson, DJ, Orr, RM, Lockie, RG, and Dawes, JJ. Relationships between anthropometric measures and body composition with individual ACFT event performance among army reserve officers' training corps cadets. J Strength Cond Res 38(4): 749-754, 2024-The U.S. military commonly uses body composition as an indicator of a soldier's potential to meet the physical demands required of their occupation. The purpose of this study was to determine whether significant relationships existed between select body composition variables and Army Combat Fitness Test (ACFT) performance among a cohort of university Army Reserve Officers' Training Corps (ROTC) cadets. Twenty-six male (20.4 ± 1.6 years, 81.8 ± 8.5 kg, 178.3 ± 7.8 cm) and 12 female (19.9 ± 1.4 years, 64.2 ± 6.7 kg, 161.9 ± 4.9 cm) cadets voluntarily participated in this study. Body composition was measured using bioelectrical impedance analysis, and ACFT event scores were recorded by the cadre using the U.S. Army standard protocol and provided to the investigators. Pearson's correlations were used to identify relationships between body composition variables and ACFT event performance with an alpha level of p ≤ 0.05. Moderate to strong relationships were observed between total body water, dry lean mass, lean body mass, skeletal muscle mass, body fat mass (FM), and body fat percentage and all event scores for the sample as a whole. Body mass index showed weak to moderate significant positive relationships with hand-release push-up and maximum hexagonal bar deadlift in the sample as a whole. No relationships were observed in the men of this sample. All body composition variables showed moderate, nonsignificant relationships with at least 1 ACFT event within the women of this sample. Considering the findings of this study, a multitude of variables could be useful to assess ROTC cadets as predictors for ACFT performance. Reserve Officers' Training Corps programs should emphasize attaining and maintaining functional lean mass, whereas reducing nonfunctional body mass (i.e., excess FM) among cadets to enhance health and performance across the occupational life span.
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Affiliation(s)
- Megan B Thompson
- Oklahoma State University, Tactical Fitness and Nutrition Laboratory, Stillwater, Oklahoma
| | - Daniel J Lawson
- Oklahoma State University, Tactical Fitness and Nutrition Laboratory, Stillwater, Oklahoma
| | - Robin M Orr
- Bond University Tactical Research Unit, Robina, Australia; and
| | - Robert G Lockie
- California State University, Fullerton, Fullerton, California
| | - J Jay Dawes
- Oklahoma State University, Tactical Fitness and Nutrition Laboratory, Stillwater, Oklahoma
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Lockie RG, Orr RM, Montes F, Dawes JJ. Physical fitness test performance in firefighter trainees: Differences between graduated and released trainees and predicting academy graduation. Work 2024; 77:1377-1389. [PMID: 38160386 DOI: 10.3233/wor-230258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2024] Open
Abstract
BACKGROUND Fitness tests have been previously used to predict academy graduation and highlight specific capacities to be targeted in applicants/trainees to optimise their potential for academy success. OBJECTIVE To compare the fitness of graduated and released (did not complete academy requirements) firefighter trainees and explore using decision tree analysis to predict academy graduation via fitness tests. METHODS Retrospective analysis was conducted on 686 trainees who completed an occupational physical ability test (OPAT): Illinois agility test; push-ups; pull-ups; leg tucks; estimated maximal aerobic capacity (VO2max); backwards overhead 4.54-kg medicine ball throw; 10-repetition maximum deadlift; and 91.44-m farmer's carry. Data were recorded in raw and scaled scores (tests scored from 0-100; maximum OPAT score was 800). Trainees were split into 'graduated' (GRAD; n = 576) or 'released' (REL; n = 110) groups. Mann-Whitney U-tests compared between-group OPAT scores. A decision tree analysis using Chi-square automatic interaction detection was conducted, with raw and scaled scores entered into the analysis. A separate analysis was conducted with only the raw scores. RESULTS GRAD trainees outperformed REL trainees in all OPAT events (p < 0.001). OPAT total score was the best predictor of academy graduation (p < 0.001), followed by the deadlift score (p = 0.003). Estimated VO2max was the only significant raw score predictor (p < 0.001). CONCLUSIONS GRAD trainees were fitter than the REL trainees. Fitness could predict trainees who graduated from the academy. Overall fitness (OPAT total score), muscular strength (deadlift) and aerobic capacity were important graduation predictors. Training staff could develop these fitness qualities in their trainees to potentially improve fire academy graduation rates.
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Affiliation(s)
- Robert G Lockie
- Department of Kinesiology, California State University, Fullerton, CA, USA
| | - Robin M Orr
- Tactical Research Unit, Bond University, Robina, Qld, Australia
| | | | - J Jay Dawes
- School of Kinesiology, Applied Health and Recreation, Oklahoma State University, Stillwater, OK, USA
- Tactical Fitness and Nutrition Lab, Oklahoma State University, Stillwater, OK, USA
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Gonzalez SM, Withrow KL, Rubin DA, Lynn SK, Dawes JJ, Orr RM, Lockie RG. A Research Note Investigating the Leg Tuck and Plank With Potential Impacts for Occupational Testing. J Strength Cond Res 2023; 37:2076-2079. [PMID: 37639683 DOI: 10.1519/jsc.0000000000004566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
ABSTRACT Gonzalez, SM, Withrow, KL, Rubin, DA, Lynn, SK, Dawes, JJ, Orr, RM, and Lockie, RG. A research note investigating the leg tuck and plank with potential impacts for occupational testing. J Strength Cond Res 37(10): 2076-2079, 2023-The U.S. Army recently replaced the leg tuck with the plank in their physical ability testing. There has been limited analysis of whether these 2 tests correlate, have any relationships with body composition and strength, or are sex-neutral. Forty-nine civilian college students (28 males, 21 females) were recruited as surrogates for tactical personnel. The following were measured: height, body mass, body fat percentage (BF%), and muscle mass percentage (MM%) measured through bioelectrical impedance analysis, grip strength, leg tuck, and plank. Independent t -tests were calculated to determine between-sex differences for all variables ( p < 0.05). Partial correlations controlling for sex were used to compute relationships between the leg tuck, plank, and other variables. Stepwise regression controlling for sex derived predictive relationships for the leg tuck and plank. Males were taller, had greater body mass, MM%, and were superior in grip strength and the leg tuck; females had greater BF%. There were no significant between-sex differences for the plank. The leg tuck correlated with BF%, MM%, grip strength, and the plank ( r = ±0.333-0.524). In addition to the leg tuck, the plank correlated with BF% ( r = -0.288). The leg tuck was predicted by sex, grip strength, and the plank (adjusted r2 = 0.662). No variables predicted the plank. As there were no between-sex differences and sex was not a plank predictor, it appears this test minimized sex differences on task performance in civilians. However, the leg tuck and plank likely measure different qualities; further research is needed on job task relationships.
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Affiliation(s)
- Stephen M Gonzalez
- Department of Kinesiology, California State University, Fullerton, Fullerton, California
| | - Kevin L Withrow
- 16th Combat Aviation Brigade, Holistic Health and Fitness, Joint Base Lewis-McChord, Washington
| | - Daniela A Rubin
- Department of Kinesiology, California State University, Fullerton, Fullerton, California
| | - Scott K Lynn
- Department of Kinesiology, California State University, Fullerton, Fullerton, California
| | - J Jay Dawes
- Tactical Fitness and Nutrition Lab, Oklahoma State University, Stillwater, Oklahoma; and
| | - Robin M Orr
- Tactical Research Unit, Bond University, Robina, Qld, Australia
| | - Robert G Lockie
- Department of Kinesiology, California State University, Fullerton, Fullerton, California
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Withrow KL, Rubin DA, Dawes JJ, Orr RM, Lynn SK, Lockie RG. Army Combat Fitness Test Relationships to Tactical Foot March Performance in Reserve Officers' Training Corps Cadets. BIOLOGY 2023; 12:biology12030477. [PMID: 36979168 PMCID: PMC10045466 DOI: 10.3390/biology12030477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Revised: 03/18/2023] [Accepted: 03/20/2023] [Indexed: 03/30/2023]
Abstract
The Army Combat Fitness Test (ACFT), consisting of deadlift, standing power throw, hand release push-up, sprint-drag-carry, leg tuck or plank, and 2-mile run, is the United States Army's new fitness test. The ACFT is designed to measure multiple fitness components required to perform combat tasks. One critical task is the tactical foot march (TFM), where soldiers cover long distances while carrying loads comprised of mission-essential equipment. As the ACFT is meant to predict soldier task performance, determining the relationships between the ACFT and the TFM is important. Data from 29 cadets (♂ = 20, ♀ = 9) from one university Reserve Officers' Training Corps program were analyzed. The ACFT was recorded in raw and scaled scores. The TFM was performed over 6.44 km, with time recorded. Cadets carried a 15.88-kg rucksack, fighting load carrier, 3-L hydration pack, and replica M4 carbine. Independent samples t-tests evaluated ACFT and TFM between-sex differences. Partial correlations, controlling for sex, determined ACFT event and TFM relationships. Male cadets outperformed females in all ACFT tasks (p ≤ 0.039), except the push-up. ACFT total score, leg tuck, 2-mile run, and sprint-drag-carry showed large correlations with the TFM (r = ±0.463-0.531, p ≤ 0.026). Aerobic and anaerobic capacity and upper body/trunk strength were important fitness components for cadet TFM performance.
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Affiliation(s)
- Kevin L Withrow
- 16th Combat Aviation Brigade, Holistic Health and Fitness, Joint Base Lewis-McChord, WA 98433, USA
- Center for Sport Performance, Department of Kinesiology, California State University, Fullerton, CA 92831, USA
| | - Daniela A Rubin
- Center for Sport Performance, Department of Kinesiology, California State University, Fullerton, CA 92831, USA
| | - J Jay Dawes
- Tactical Fitness and Nutrition Lab, School of Kinesiology, Applied Health and Recreation, Oklahoma State University, Stillwater, OK 74078, USA
| | - Robin M Orr
- Tactical Research Unit, Bond University, Robina, QLD 4229, Australia
| | - Scott K Lynn
- Center for Sport Performance, Department of Kinesiology, California State University, Fullerton, CA 92831, USA
| | - Robert G Lockie
- Center for Sport Performance, Department of Kinesiology, California State University, Fullerton, CA 92831, USA
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