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.

Abstract Hurtado Almonacid, J.G., Páez Herrera, J., Abusleme Allimant, R. Olate Gómez, F., Follegati Shore, S., Briones Oyanedel, V. & Mallea Díaz, V. (2023). Level of motor coordination in children participating in the integral sports schools program of chile's sports ministry. PENSAR EN MOVIMIENTO: Revista de Ciencias del Ejercicio y la Salud, 21(1), 1-16. In recent years, it has been detected that generally low motor coordination results in low participation in free play situations, organized and free sports activities. In turn, a better motor mastery is consistent with a low level of sedentary lifestyle. Therefore, the objective of this article is to compare the level of general motor coordination in children that participate in the Sports Initiation component of the ''Integral Sports Schools'' (EDI) program of Chile's Sports Ministry (since 2019, ''Growing in Movement''), according to the regions they come from. Concerning the sample, the assessment covered 341 boys and girls from eight different regions in the country (Antofagasta, Coquimbo, Valparaíso, O'Higgins, Metropolitan Region, Bío-Bío, Araucanía and Los Lagos), in ages ranging from 6 to 11. The information was gathered through the 3JS instrument, made up of seven tasks (3 in locomotion and 4 in object control). The results showed that boys have a better performance than girls in terms of general motor coordination. When the test data were grouped according to the type of coordination, boys are also above girls in terms of locomotion and object control. Boys and girls from the Los Lagos region performed better in six of seven tests. In conclusion, boys outperform girls in the tests of motor coordination and object control, as well as in the scores of general motor coordination.

Resumo Hurtado Almonacid, J.G., Páez Herrera, J., Abusleme Allimant, R. Olate Gómez, F., Follegati Shore, S., Briones Oyanedel, V. e Mallea Díaz, V. (2023). Nível de coordenação motora das crianças que participam do programa escolas esportivas integrais do ministério do esporte do Chile. PENSAR EN MOVIMIENTO: Revista de Ciencias del Ejercicio y la Salud, 21(1), 1-16. Nos últimos anos, identificou-se que a baixa coordenação motora geral tem um impacto na baixa participação em atividades de jogos livres, atividades esportistas organizadas e livres. Por sua vez, uma melhor dominância motora está relacionada com um baixo nível de sedentarismo. Portanto, o objetivo deste artigo foi comparar o nível de coordenação motora geral das crianças participantes do componente de Iniciação Esportiva do programa "Escolas Esportivas Integrais" (EEI) do Ministério do Esporte do Chile ("Crescendo em Movimento" desde 2019), segundo a região de origem. Em relação à amostra, foram avaliadas 341 crianças de oito regiões do país (Antofagasta, Coquimbo, Valparaíso, O'Higgins, Metropolitana, Bío-Bío, Araucanía e Los Lagos) com idades entre 6 e 11 anos. Para a coleta de informações, foi utilizado o instrumento 3JS, composto por sete tarefas (3 de locomoção e 4 de controle de objetos). Os resultados mostraram que os meninos têm melhor desempenho do que as meninas na coordenação motora geral. Ao agrupar os testes de acordo com o tipo de coordenação, eles também superam as meninas em locomoção e controle de objetos. As crianças da região de Los Lagos tiveram melhor desempenho em seis dos sete testes. Conclui-se que os meninos superam as meninas nos testes de coordenação locomotora e controle de objetos, bem como nos escores gerais de coordenação motora.

Resumen Hurtado Almonacid, J.G., Páez Herrera, J., Abusleme Allimant, R. Olate Gómez, F., Follegati Shore, S., Briones Oyanedel, V. y Mallea Díaz, V. (2023). Nivel de coordinación motriz de niños y niñas participantes del programa escuelas deportivas integrales del ministerio del deporte de Chile. PENSAR EN MOVIMIENTO: Revista de Ciencias del Ejercicio y la Salud, 21(1), 1-16. Durante los últimos años se ha identificado que una baja coordinación motriz general incide en una baja participación en instancias de juego libre, actividades deportivas organizadas y libres. A su vez, un mejor dominio motriz se relaciona con un bajo nivel de sedentarismo. Por lo tanto, el objetivo de este artículo fue comparar el nivel de coordinación motriz general de niños y niñas participantes del componente de Iniciación Deportiva del programa ''Escuelas Deportivas Integrales'' (EDI) del Ministerio del Deporte Chile (''Crecer en Movimiento'' desde 2019), según región de procedencia. En relación con la muestra, se evaluaron 341 niños y niñas de ocho regiones del país (Antofagasta, Coquimbo, Valparaíso, O'Higgins, Metropolitana, Bío–Bío, Araucanía y Los Lagos) cuyas edades fluctuaron entre los 6 y 11 años de edad. Para recopilar información, se utilizó el instrumento 3JS, compuesto por siete tareas (3 de locomoción y 4 de control de objetos). Los resultados reflejaron que los niños poseen mejor rendimiento que las niñas en coordinación motriz general. Al agrupar las pruebas del test según el tipo de coordinación, también superan a las damas en locomoción y en control de objetos. Los niños y niñas de la región de Los Lagos obtienen mejor rendimiento en seis de las siete pruebas. Se concluye que los varones superan a las damas en las pruebas de coordinación locomotriz y control de objetos, así como también en las puntuaciones de coordinación motriz general.

Abstract Calibration of the Nelson-Siegel (NS) model to adjust to sovereign yield curves has been found to be problematic since the model exhibits a correlation between its factors, and generates objective functions with local multiple optima. These problems are often disregarded in the Colombian market, enough importance is not being given to the calibration process. This study aims to evaluate two non-gradient based methods for solving the non-linear least squares problem: the differential evolution metaheuristic and an incremental search procedure on the non-linear parameters. Comparisons of the results are made in terms of the achieved fit, consistency (for the metaheuristic) and the shapes obtained for the curves. The same procedure is carried out on the Nelson-Siegel-Svensson (NSS) model, evaluating the advisability of its use in the local market

Resumen La calibración del modelo Nelson-Siegel para ajustarse a curvas de rendimientos soberanas se ha encontrado problemática, pues presenta correlación entre sus factores y genera funciones objetivas con múltiples óptimos locales. Estos problemas no han sido profundizados en el contexto colombiano, dándole poca importancia al proceso de calibración. En el presente trabajo se evalúan dos métodos diferentes del gradiente para resolver el problema de ajuste por mínimos cuadrados no lineales: el metaheurístico de evolución diferencial y el método de búsquedas incrementales sobre los parámetros no lineales. Se realizan comparaciones entre los resultados en términos del ajuste logrado, consistencia en los resultados (para el metaheurístico) y formas obtenidas para la curva. El mismo procedimiento es realizado para el modelo Nelson-Siegel-Svensson, evaluando la pertinencia de su uso dentro del mercado local