Juan Rodríguez Medina

Mr. Juan Rodríguez Medina

Educación Física y Deportiva, University of Leon, León, Castille-Leon, Spain
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Research Focus & Metrics

Academic Career Length

4Years (2023-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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JAJorge Gutiérrez Arroyo
Jorge Gutiérrez Arroyo
Fabio García-HerasFabio García-Heras
Fabio García-Heras
Belén Carballo-LeyendaBelén Carballo-Leyenda
Belén Carballo-Leyenda
JVJOSE GERARDO VILLA VICENTE
JOSE GERARDO VILLA VICENTE
Juan Rodríguez MedinaJuan Rodríguez Medina
Juan Rodríguez Medina
JRJose A. Rodríguez-Marroyo
Jose A. Rodríguez-Marroyo
Wildland firefighting implies high physical and psychological demands for the personnel involved. Therefore, good physical fitness can help increase the work efficiency of wildland firefighters (WFFs) and safeguard their health. High-intensity circuit training (HICT) could be a good alternative to improve the physical condition of WFFs since it stands out for its functionality and economy. Therefore, the objective of this study was to analyze the effects of HICT on the WFFs’ physical fitness. The study involved 9 WFFs (8 males and 1 female; 29.8 ± 2.8 years; 175.6 ± 6.7 cm) who completed a training program and 9 WFF candidates (8 males and 1 female; 24.7 ± 6.6 yr, 176.5 ± 7.0 cm) as a control group. WFFs performed an 8-week HICT program (two weekly training sessions). The training sessions lasted approximately 45 min and were performed at an intensity >80% of maximal heart rate and RPE values >7.5. At the beginning and the end of the intervention, subjects’ physical fitness (i.e., aerobic capacity, cardiorespiratory endurance, muscular resistance and explosive strength) was assessed through different tests. After completing the training program, WFFs had significantly increased (p < 0.05) the speed at which the ventilatory thresholds were determined (12.4 ± 13.9 and 5.7 ± 7.3% for the ventilatory and respiratory compensation thresholds, respectively) and also their abdominal (31.2 ± 17.2%), lumbar (34.1 ± 13.5%) and upper limb (13.3 ± 16.0%) strength. Moreover, improvements (p < 0.05) in the explosive strength of legs (7.1 ± 5.8%) and performance in a specific physical employment test (12.2 ± 6.1%) were observed. In conclusion, the results of this study show that an 8-week high-intensity circuit training program could be an effective and safe method to improve WFFs’ physical fitness and performance.

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Fabio García-HerasFabio García-Heras
Fabio García-Heras
JAJorge Gutiérrez Arroyo
Jorge Gutiérrez Arroyo
Juan Rodríguez MedinaJuan Rodríguez Medina
Juan Rodríguez Medina
Belén Carballo-LeyendaBelén Carballo-Leyenda
Belén Carballo-Leyenda
PCPilar S Collado
Pilar S Collado
JRJose A. Rodríguez-Marroyo
Jose A. Rodríguez-Marroyo
Background/Objectives: Wildland firefighters (WFFs) are subjected to significant physical and physiological demands that expose them to substantial occupational risks, including thermal stress, prolonged physical exertion, and exposure to harmful substances. These factors not only affect their immediate performance but also have long-term implications for their health. This narrative review seeks to analyze the main factors influencing the health and performance of WFFs, with a particular focus on physical, environmental, and psychological challenges. Methods: A narrative review was performed, synthesizing data from diverse sources. The analysis centered on studies addressing the physiological, environmental, and psychological aspects of WFF performance. Specific topics included physical workload, exposure to environmental stressors, use of protective equipment, hydration, sleep patterns, and mental health. Results: The review highlights several critical challenges faced by WFFs, including the extreme physical demands of carrying heavy equipment during extended interventions, elevated physiological strain induced by protective gear, and significant health risks associated with smoke inhalation and dehydration. Additionally, inadequate sleep and heightened mental stress were found to impair both cognitive and physical performance. Variations in injury prevalence and patterns of chronic pain were observed, often influenced by factors such as sex, age, and professional experience. Conclusion: To mitigate these risks and enhance the health and performance of WFFs, targeted interventions are essential. These include tailored physical training programs, heat acclimatization strategies, and improved resource management. Future research should aim to integrate these measures comprehensively and address existing knowledge gaps to ensure the long-term well-being of these professionals.

13 August 2024 in Healthcare
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Fabio García-HerasFabio García-Heras
Fabio García-Heras
Juan Rodríguez MedinaJuan Rodríguez Medina
Juan Rodríguez Medina
Arkaitz CastañedaArkaitz Castañeda
Arkaitz Castañeda
Patxi León-GuereñoPatxi León-Guereño
Patxi León-Guereño
JAJorge Gutiérrez Arroyo
Jorge Gutiérrez Arroyo
The work of wildland firefighters, especially of the so-called ‘Brigadas de Refuerzo contra Incendios Forestales’, is characterised by high physical demands and extreme operating conditions. These professionals face long workdays (12 h), walking with heavy loads (~25 kg), being exposed to high temperatures (>30 °C), and handling specialised tools in high-risk environments. This study aimed to describe the prevalence of occupational injuries among members of the ‘Brigadas de Refuerzo contra Incendios Forestales’ and its relationship to variables such as age and work experience. A total of 217 wildland firefighters (18 female and 199 male) correctly answered a questionnaire developed on an ad hoc basis to meet the study’s objectives. A high prevalence of occupational injuries was observed among them (~76%). Age and work experience were shown to be significantly associated with injuries. Individuals over 35 years of age with more than 10 years’ experience had a higher probability of injury (OR = 2.14, CI = 1.12–4.06 and OR = 2.46, CI = 1.30–4.67, respectively). Injuries occurred mainly during physical training (~46%), followed by preventive work (~33%) and forest fires (~20%). The most common injuries were tendonitis and muscle pain (~44% and ~21% respectively), followed by sprains (~21%). The results underline the need for physical activity programmes adapted to help wildland firefighters, especially older and more experienced individuals. The identification of risk factors such as age and work experience can contribute to the prevention and management of occupational injuries among this group of highly specialised forestry workers. Specific preventative measures during training are required to mitigate the risk of injury among these crews, who play a crucial role in protecting the environment and public safety.

1 January 2024 in International Journal of Sports Physiology and Performance
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Juan Rodríguez MedinaJuan Rodríguez Medina
Juan Rodríguez Medina
Belén Carballo-LeyendaBelén Carballo-Leyenda
Belén Carballo-Leyenda
JAJorge Gutiérrez Arroyo
Jorge Gutiérrez Arroyo
Fabio García-HerasFabio García-Heras
Fabio García-Heras
JRJose A. Rodríguez-Marroyo
Jose A. Rodríguez-Marroyo
Purpose: This study aimed to analyze the competitive demands of mountain running races of varying lengths. Methods: Sixty-six male athletes competed in Vertical race (∼3 km and ∼1000 m of total elevation change), Sky race (∼25 km and ∼3000 m of total elevation change), and SkyUltra race (∼80 km and ∼9000 m of total elevation change). Exercise intensity and competition load (TL) were assessed using running power, heart rate, and rating of perceived exertion (RPE). Results: The highest exercise intensity was observed in Vertical race (3.9 [0.4] W·kg−1, 93.6% [2.8%] HRmax, and 9.5 [0.7] RPE) compared to Sky race (3.5 [0.5] W·kg−1, 89.9% [2.4%] HRmax, and 8.5 [1.2] RPE), and SkyUltra (2.7 [0.6] W·kg−1, 73.4% [1.1%] HRmax, and 8.2 [1.1] RPE). Vertical races had the highest mean maximal power outputs for periods 5 W·kg−1 and the most time spent above the respiratory compensation threshold. The majority of time in SkyUltra was spent at low intensity. The highest TLs were observed in these races (6200.5 [708.0] kJ, 842.0 [35.7] AU for TLHR, and 4897.3 [940.7] AU for TLRPE). However, when normalized to competition time, the SkyUltra event showed the lowest values compared with the Vertical and Sky races (∼11 vs ∼14.5 kJ·min−1, ∼1.5 vs ∼2.5 AU·m−1 for TLHR). Conclusion: The results of this study expand knowledge about the effort demands of mountain races and demonstrate how these demands are affected by race duration. Additionally, the study highlights the potential use of running power for quantifying exercise in this sport.

1 January 2026 in International Journal of Sports Physiology and Performance
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Juan Rodríguez MedinaJuan Rodríguez Medina
Juan Rodríguez Medina
JRJose A. Rodríguez-Marroyo
Jose A. Rodríguez-Marroyo
Purpose : This study aimed to describe the running power profile and intensity distribution of a world-class mountain runner across 3 competition formats differing in race duration and elevation gain. Methods : A male world champion was monitored during 3 official championship races: Spanish Vertical Championship (VR; 2.4 km, +929 m), World Sky Championship (SR; 38 km, ±2,750 m), and European SkyUltra Championship (SUR; 62 km, ±3,550 m). Running power was recorded at 1 Hz using a Stryd footpod. Maximal mean power output was calculated for durations from 1 second to 480 minutes, and the time spent within predefined power zones and critical power-based intensity domains was quantified. Comparisons with previously published subelite reference data were expressed as standardized Z -scores. Results : Exercise intensity declined with increasing race duration, with higher mean power (5.1 W·kg −1 ) and greater relative time >4 W·kg −1 (44.9%) in the VR compared with SR (3.3 W·kg −1 , 6.2%) and SUR (2.8 W·kg −1 , 2.1%). The athlete showed very large maximal mean power output deviations ( Z >+2) in the VR compared with subelite reference data, moderate differences in the SR, and small advantages for efforts ≤20 minutes in the SUR. Most race time was spent within 4 to 6, 3 to 5, and 2 to 4 W·kg −1 in the VR, SR, and SUR, respectively. Conclusion : World-class mountain running performance is characterized by superior power maintenance capacity and extended time at high relative intensities compared with subelite runners. Running power analysis can support the characterization of competition demands and individualized training prescription in mountain running.

16 November 2025 in Applied Sciences
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EDEladio Domínguez-Antuña
Eladio Domínguez-Antuña
DSDavid Suárez-Iglesias
David Suárez-Iglesias
Juan Rodríguez MedinaJuan Rodríguez Medina
Juan Rodríguez Medina
Alba Niño GonzálezAlba Niño González
Alba Niño González
JRJose A. Rodríguez-Marroyo
Jose A. Rodríguez-Marroyo
The purpose of this study was to examine the convergent validity and reliability of the session rating of perceived exertion (sRPE) in complete CrossFit® sessions by comparing it with a weighted RPE measure (RPEW) obtained from different session phases. Twenty-four recreational practitioners (13 men and 11 women; age 34.5 ± 8.3 years; height 172.9 ± 11.2 cm; body mass 76.2 ± 15.2 kg) completed 28 standardized sessions (~60 min) consisting of warm-up, strength/skill, Workout of the Day (WOD), and cooldown phases. Phase-specific RPE values were collected after each session component, and a global sRPE was recorded ~30 min post-session. Results showed that RPEW (5.8 ± 1.5) was significantly lower than sRPE (6.8 ± 1.4; p < 0.001, d = 0.69), resulting in a higher training load estimated by sRPE (+15.5%). Bland–Altman analysis revealed a positive bias and wide limits of agreement, while relative reliability was moderate to good (ICC = 0.73–0.77). Multiple regression analysis indicated that WOD RPE explained 70% of the variance in sRPE (R2 = 0.70, p < 0.001), confirming its role as the primary perceptual determinant. In conclusion, sRPE represents a valid, simple, and cost-effective tool for monitoring internal load in CrossFit®. However, it tends to overestimate RPEW and shows substantial interindividual variability, limiting its precision for individualized monitoring. Coaches and practitioners should therefore interpret sRPE values with caution, especially considering the strong influence of the final session phase.