Abstract Objective To compare the cardiovascular risk and physical fitness, according to type of school in a national sample of Chilean school students. Methods A total of 7,218 students participated, who completed all the national tests of the National System for Measuring the Quality of Education, which included physical fitness and anthropometric tests. The results were compared according to the type of educational establishment and anthropometric indicators were considered. Physical fitness was measured by lower extremity strength, abdominal strength, upper extremity strength, trunk flexibility, exertional heart rate, and cardiorespiratory fitness. Body mass index, heart rate, and waist-to-height ratio were analyzed as predictors of cardiovascular risk. Results There were differences according to the type of establishment in the predictors of cardiovascular risk (p < 0.05). Differences were also found in the physical fitness tests evaluated (p < 0.01). Students in private schools (PSC) and subsidized schools (SC) had lower levels of cardiovascular risk and higher levels of physical fitness than public schools (PS) and schools with delegated administration (DA). Conclusions In conclusion, students in educational establishments with a higher socioeconomic level have lower levels of cardiovascular risk and better physical fitness than students in public establishments. The authors suggest considering specific school interventions to mitigate cardiovascular risk and improve physical fitness among this vulnerable population. To this end, future studies should analyze the characteristics of physical activity and nutritional habits in schools to determine the factors that affect the results. 7218 7 218 7,21 participated Education considered strength flexibility rate index waisttoheight waist height p 0.05. 005 0.05 . 0 05 0.05) 0.01. 001 0.01 01 0.01) PSC (PSC SC (SC PS (PS DA. DA (DA) conclusion population end 721 21 7,2 00 0.0 (DA 72 2 7, 0.

RESUMEN: La preparación militar depende en gran medida de la aptitud física y la capacidad operativa de su personal. Este estudio tiene como objetivo mejorar la eficacia de los protocolos de evaluación y clasificación de la composición corporal dentro del contexto militar. Se realizó una evaluación integral de 4.370 militares chilenos en servicio activo, centrándose en las características antropométricas, incluido el tejido adiposo, el tejido muscular y los índices antropométricos. El estudio observó diferencias significativas en la composición corporal entre sexos, con los hombres exhibiendo niveles más bajos de porcentaje de grasa corporal (hombres: 26,28 %; mujeres: 34,62 %) pero niveles más altos de masa muscular (hombres: 42,0 %; mujeres: 36,0 %;), índice de músculo esquelético (hombres: 11,81; mujeres: 9,31) e índice de masa magra (hombres: 19,92; mujeres: 18,45) en comparación con las mujeres. Se observaron altos niveles de tejido muscular en ambos grupos. Al integrar estos hallazgos en un protocolo de evaluación estandarizado, se logró una clasificación más precisa del personal militar, superando los métodos tradicionales utilizados en poblaciones obesas sedentarias. El estudio aboga por la adopción futura de un modelo de evaluación basado en algoritmos de inteligencia artificial (IA), que consideren la naturaleza multifacética de la composición corporal y su impacto en la capacidad operativa. Un modelo de este tipo permitiría a las fuerzas militares optimizar la aptitud física y la preparación de su personal, mejorando así su eficacia en las operaciones de despliegue.

SUMMARY: Military readiness relies heavily on the physical fitness and operational capability of its personnel. This study aims to enhance the effectiveness of body composition assessment and classification protocols within the military context. A comprehensive evaluation of 4370 active-duty Chilean military personnel was conducted, focusing on anthropometric characteristics, including adipose tissue, muscle tissue, and anthropometric indices. The study observed significant differences in body composition between genders, with men exhibiting lower levels of body fat percentage (men: 26.28 %; women: 34.62 %) but higher levels of muscle mass (men: 42.0 %; women: 36.0 %;), skeletal muscle index (men:11.81; women: 9.31), and fat-free mass index (men: 19.92; women: 18.45) compared to women. High levels of muscle tissue were observed in both groups. By integrating these findings into a standardized assessment protocol, a more accurate classification of military personnel was achieved, surpassing traditional methods used in sedentary obese populations. The study advocates the future adoption of an assessment model based on artificial intelligence (AI) algorithms, which consider the multifaceted nature of body composition and its impact on operational capability. Such a model would enable military forces to optimize their personnel's physical fitness and readiness, thus enhancing their effectiveness in deployment operations.

RESUMEN Introducción: La pandemia de la COVID-19 ha generado problemas de salud física y mental en los universitarios. Objetivos: Determinar la relación entre nivel de actividad física y estado de ánimo en estudiantes universitarios durante el confinamiento por la COVID-19. Métodos: Participaron 215 estudiantes universitarios, edad 22,09 ± 2,61 (108 mujeres y 107 hombres) durante el confinamiento por la COVID-19. Fueron aplicados instrumentos en formato digital durante el mes de junio del año 2020. El nivel de actividad física se evaluó utilizando el Cuestionario Internacional de Actividad Física (IPAQ), forma corta, y el estado de ánimo se evaluó con la Escala de Valoración del Estado de Ánimo (EVEA). Resultados: Estado de ánimo alegría presentó una correlación positiva significativa con todas las variables de actividad física, excepto con tiempo sentado. Estado de ánimo tristeza-depresión presentó una correlación negativa con equivalente metabólico de actividad física vigorosa (r -0,201; p= 0,003) y equivalente metabólico total (r -0,172; p= 0,011). Estado de ánimo ansiedad se correlacionó negativamente con equivalente metabólico de actividad física vigorosa (r -0,163; p= 0,017) y equivalente metabólico total (r -0,162; p= 0,018). Conclusiones: El nivel de actividad física se relaciona positivamente con el estado de ánimo, principalmente con el nivel de alegría, sin embargo, estas correlaciones presentan un tamaño del efecto pequeño.

ABSTRACT Introduction: The COVID-19 pandemic has generated physical and mental health problems in university students. Objectives: To determine the relationship between physical activity level and mood in university students during COVID-19 confinement. Methods: 215 university students aged 22.09 ± 2.61 (108 women and 107 men) participated during the confinement due to the COVID-19 pandemic. Instruments in digital format were applied during the month of June 2020. Physical activity level was assessed using the International Physical Activity Questionnaire (IPAQ) short form and mood was assessed using the Mood Rating Scale (EVEA). Results: Mood joy presents a significant positive correlation with all variables of physical activity, except with sitting time. Sadness-depression mood showed a negative correlation with metabolic equivalent of vigorous physical activity (r -0.201; p= 0.003) and total metabolic equivalent (r -0.172; p= 0.011). Mood anxiety was negatively correlated with metabolic equivalent of vigorous physical activity (r -0.163; p= 0.017) and total metabolic equivalent (r -0.162; p= 0.018). Conclusions: The level of physical activity is positively related to mood, mainly with the level of joy, however, these correlations have a small effect size.