Can Physiological and Psychological Factors Predict Dropout from Intense 10-Day Winter Military Survival Training?
Vaara, Jani P.; Eränen, Liisa; Ojanen, Tommi; Pihlainen, Kai; Nykänen, Tarja; Kallinen, Kari; Heikkinen, Risto; Kyröläinen, Heikki (2020)
Vaara, Jani P.
Eränen, Liisa
Ojanen, Tommi
Pihlainen, Kai
Nykänen, Tarja
Kallinen, Kari
Heikkinen, Risto
Kyröläinen, Heikki
2020
Tiivistelmä
Background: In the military context, high levels of physiological and psychological stress
together can compromise individual’s ability to complete given duty or mission and increase dropout
rates. The purpose of this study was to investigate if baseline physical fitness, body composition,
hormonal and psychological factors could predict dropout from a 10-day intense winter military
survival training. Methods: 69 conscripts volunteered to participate in the study. Physical fitness
(muscle strength and power, muscle endurance, and aerobic fitness), body composition and
hormonal variables (BDNF, testosterone, cortisol, SHBG, DHEAS, IGF-1) together with self-reported
psychological factors (short five personality, hardiness, sense of coherence, stress, depression) were
assessed prior the survival training. Results: During the survival training, 20 conscripts (29%) dropped
out. Baseline aerobic fitness (hazard ratio, HR: 0.997, 95% CI: 0.994–0.999, p = 0.006) and serum cortisol
(HR: 1.0006, 95% CI: 1.001–1.011, p = 0.017) predicted dropout in Cox regression model. Each 10 m
increase in the 12 min running test decreased the risk for dropout by 3%. Conclusion: Although most
of the physiological and psychological variables at the baseline did not predict dropout during a
short-term winter survival military training, baseline information of aerobic fitness and serum cortisol
concentration may be useful to target support for individuals at higher potential risk for dropout.
Keywords: soldiers; attrition; physical fitness; winter; cold environment; resilience; combat readiness
together can compromise individual’s ability to complete given duty or mission and increase dropout
rates. The purpose of this study was to investigate if baseline physical fitness, body composition,
hormonal and psychological factors could predict dropout from a 10-day intense winter military
survival training. Methods: 69 conscripts volunteered to participate in the study. Physical fitness
(muscle strength and power, muscle endurance, and aerobic fitness), body composition and
hormonal variables (BDNF, testosterone, cortisol, SHBG, DHEAS, IGF-1) together with self-reported
psychological factors (short five personality, hardiness, sense of coherence, stress, depression) were
assessed prior the survival training. Results: During the survival training, 20 conscripts (29%) dropped
out. Baseline aerobic fitness (hazard ratio, HR: 0.997, 95% CI: 0.994–0.999, p = 0.006) and serum cortisol
(HR: 1.0006, 95% CI: 1.001–1.011, p = 0.017) predicted dropout in Cox regression model. Each 10 m
increase in the 12 min running test decreased the risk for dropout by 3%. Conclusion: Although most
of the physiological and psychological variables at the baseline did not predict dropout during a
short-term winter survival military training, baseline information of aerobic fitness and serum cortisol
concentration may be useful to target support for individuals at higher potential risk for dropout.
Keywords: soldiers; attrition; physical fitness; winter; cold environment; resilience; combat readiness
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