Effects of Afternoon Napping, Caffeine, and Standardised Active Recovery on Evening Athletic Performance

Total time (seconds) to complete 10 maximal 20-m sprints with four changes of direction (forward sprint, left shuffle, right shuffle, backward sprint). The test was conducted on an indoor hardwood court using dual-beam photocells (Brower Timing Systems, Salt Lake City, UT, USA) placed at the start/finish line. Participants started from a standing position 0.5 m behind the first photocell. Lower values indicate better repeated agility performance. This was the primary outcome measure used for sample size calculation.

Maximum jump height (cm) calculated from flight time using the formula h = g·t²/8, where g = 9.81 m·s-². Participants started from an upright standing position, performed a rapid downward movement to approximately 90° knee flexion, and immediately jumped vertically, maintaining hands on hips throughout. Three maximal attempts were performed with 2 minutes of rest between attempts; the highest jump height was retained. Measured using an optical measurement system (Optojump Next, Microgate SRL, Bolzano, Italy) with a sampling frequency of 1000 Hz. Higher values indicate better explosive lower-limb performance.

Maximum jump height (cm) from a static squat position with knees at approximately 90° flexion, hands on hips. Participants held the starting position for 2-3 seconds before jumping vertically without any countermovement. Three maximal attempts were performed with 2 minutes of rest between attempts; the highest jump height was retained for analysis. Calculated from flight time using h = g·t²/8. Measured using Optojump Next optical system (1000 Hz sampling frequency). Higher values indicate better explosive lower-limb performance without stretch-shortening cycle contribution.

Best time (seconds) of two maximal 20-m sprints from a standing start, with 3 minutes of passive recovery between sprints. Participants started 0.5 m behind the start line. Sprint time was measured using dual-beam photocells (Brower Timing Systems, Salt Lake City, UT, USA) placed at the start (0 m) and finish (20 m) lines. Lower values indicate better linear sprint performance.

Mean reaction time (milliseconds) across 15 recorded trials. A green circle appeared on a black background on a 15-inch laptop screen (60 Hz refresh rate), and participants pressed the space bar as quickly as possible. Inter-trial interval varied randomly between 1000 and 2000 ms. Measured using OpenSesame software (version 3.3). Lower values indicate faster simple reaction time and better cognitive processing speed.

Mean reaction time (milliseconds) across 15 recorded trials. Either a red circle (press the left arrow key) or a blue square (press the right arrow key) appeared randomly on a 15-inch laptop screen (60 Hz refresh rate). Participants had to identify the stimulus and press the correct key as quickly as possible. Inter-trial interval varied randomly between 1000 and 2000 ms. Measured using OpenSesame software (version 3.3). Lower values indicate faster choice reaction time and better cognitive decision-making speed.

Heart-rate variability was recorded during 5-min supine resting measurements with spontaneous breathing using a Polar H10 chest strap. RR intervals were analysed using Kubios HRV software after artefact correction. The main HRV variables were RMSSD (ms) and high-frequency power (0.15-0.40 Hz, normalised units).

Salivary cortisol concentration (nmol/L) measured using Salivette cotton swabs (Sarstedt, Nümbrecht, Germany). Participants were instructed to avoid eating, drinking (except water), and brushing teeth for 30 minutes before each sample. Samples were centrifuged at 1500×g for 10 minutes at 4°C, and the supernatant was stored at -80°C until analysis. Cortisol concentration was measured in duplicate using a high-sensitivity enzyme-linked immunosorbent assay (ELISA, IBL International, Hamburg, Germany) with a detection limit of 0.05 ng/mL and intra- and inter-assay coefficients of variation < 8%. Lower values indicate reduced hypothalamic-pituitary-adrenal (HPA) axis activity.

BDNF concentration (pg/mL) measured in venous blood samples (5 mL) drawn from an antecubital vein. Blood was collected into EDTA tubes, immediately centrifuged at 1500×g for 15 minutes at 4°C, and plasma was stored at -80°C until analysis. BDNF concentration was quantified using a commercially available ELISA kit (R&D Systems, Minneapolis, MN, USA; catalogue number DBD00) with a detection limit of 20 pg/mL and intra- and inter-assay CVs < 6% and < 9%, respectively. Higher values indicate greater neurotrophic activity.

Lactate concentration (mmol/L) measured in capillary blood samples (5 µL) collected from the fingertip using a Lactate Pro 2 analyzer (Arkray, Kyoto, Japan), which has a coefficient of variation < 3%. Higher values indicate greater metabolic perturbation and glycolytic activation during high-intensity exercise.

Objective sleep parameters recorded using a validated dry-electrode portable EEG headband (Dreem 3, Paris, France) with six channels (F3, F4, C3, C4, O1, O2, referenced to linked mastoids). Sleep stages were automatically scored in 30-second epochs using the manufacturer's algorithm and visually corrected by a certified sleep technologist blinded to condition and participant. Parameters extracted: total sleep time (TST, minutes), sleep onset latency (SOL, minutes), time in N2 sleep (minutes), time in N3 slow-wave sleep (minutes), time in REM sleep (minutes), and sleep efficiency (TST/time in bed × 100, %).