NSCA CPSS Certified Performance and Sport Scientist Exam — Questions and Answers

Question 1: Which approach is most appropriate when communicating sensitive performance data (e.g., body composition) to an athlete?

Email raw numbers without context or follow-up
Share results publicly in team meetings to promote accountability
Have a teammate relay the information to promote peer learning
Deliver results in a private, one-on-one setting with emphasis on health and performance goals (Correct answer)

Correct answer: Deliver results in a private, one-on-one setting with emphasis on health and performance goals

Sensitive physiological data must be communicated privately, with contextual framing around health and performance goals to protect athlete wellbeing and confidentiality.

Question 2: Which of the following is considered an EXTERNAL load metric in team sport monitoring?

Session RPE
Heart rate reserve
Blood lactate concentration
Total distance covered via GPS (Correct answer)

Correct answer: Total distance covered via GPS

External load refers to objective work performed by the athlete, such as GPS-derived distance, independent of physiological response.

Question 3: A practical significance threshold expressed as a proportion of the population standard deviation is best described as:

P-value
Minimal detectable change
Confidence interval width
Standardized effect size (Correct answer)

Correct answer: Standardized effect size

Standardized effect sizes (e.g., Cohen's d) express differences in units of the standard deviation, enabling practical interpretation independent of measurement scale.

Question 4: Which factor most significantly determines daily total energy expenditure (TEE) in athletes?

Thermic effect of food (TEF)
Non-exercise activity thermogenesis (NEAT)
Exercise energy expenditure (EEE) (Correct answer)
Resting metabolic rate (RMR)

Correct answer: Exercise energy expenditure (EEE)

In highly active athletes, exercise energy expenditure can dwarf other TEE components, making it the dominant driver of total daily caloric needs.

Question 5: A sport scientist uses the session RPE method and collects the following data: RPE = 7, session duration = 60 minutes. What is the training load in arbitrary units (AU)?

67 AU
7 AU
8.6 AU
420 AU (Correct answer)

Correct answer: 420 AU

Training load using Foster's session RPE method is calculated as RPE × duration in minutes: 7 × 60 = 420 AU.

Question 6: Which recovery nutrition strategy is most effective for an athlete who cannot consume solid food within 30 minutes post-exercise?

Wait until the next scheduled meal
Consume a liquid carbohydrate-protein blend (e.g., chocolate milk or recovery shake) (Correct answer)
Take a nap and eat upon waking
Eat a high-fat snack to delay gastric emptying

Correct answer: Consume a liquid carbohydrate-protein blend (e.g., chocolate milk or recovery shake)

Liquid nutrition with carbohydrates and protein is rapidly absorbed, making it ideal when solid food tolerance or access is limited post-exercise.

Question 7: What is the primary purpose of the Functional Movement Screen (FMS) in a sport science context?

To measure maximal strength and power output
To diagnose specific orthopedic injuries
To assess cardiovascular fitness levels
To identify movement pattern asymmetries and dysfunction that may predispose athletes to injury (Correct answer)

Correct answer: To identify movement pattern asymmetries and dysfunction that may predispose athletes to injury

The FMS uses seven fundamental movement patterns to identify limitations and asymmetries that elevate injury risk, guiding targeted corrective interventions.

Question 8: A sport scientist is selecting a wearable lactate analyzer for field use. Which technical specification is most critical for valid interstitial lactate monitoring during exercise?

Sensor waterproofing rating above IPX7
Bluetooth transmission range greater than 30 meters
Battery life exceeding 12 hours
Response lag time between blood and interstitial compartment values (Correct answer)

Correct answer: Response lag time between blood and interstitial compartment values

Interstitial lactate lags blood lactate by several minutes, so understanding this delay is critical for accurate interpretation of real-time readings.

Question 9: Which statistical concept describes the probability of correctly rejecting a false null hypothesis?

Statistical power (Correct answer)
Confidence interval
Effect size
Alpha level

Correct answer: Statistical power

Statistical power (1 − β) is the probability of detecting a true effect when it exists.

Question 10: In the context of tendinopathy management, the Silbernagel cumulative loading model emphasizes:

Complete rest until pain-free before resuming activity
Surgery as first-line treatment
Continued activity is acceptable as long as pain does not exceed a manageable threshold (≤5/10) and does not worsen the next morning (Correct answer)
Immediate high-load eccentric exercise at pain onset

Correct answer: Continued activity is acceptable as long as pain does not exceed a manageable threshold (≤5/10) and does not worsen the next morning

The Silbernagel model allows continued participation if pain remains at or below 5/10 and returns to baseline by the next morning, preventing the deconditioning associated with complete rest.

Question 11: To validate a new sport-specific agility test for soccer players, a researcher correlates the scores from the new test with an established gold-standard video analysis of player movements during a competitive match. A strong positive correlation is found. This provides evidence for which type of validity?

Content validity
Face validity
Criterion-related validity (Correct answer)
Construct validity

Correct answer: Criterion-related validity

Criterion-related validity assesses how well a test's outcomes correspond to the outcomes of another established measure, or 'criterion.' In this case, the new agility test scores (the measure) are being compared against a gold-standard measure of in-game performance (the criterion), making this a clear example of establishing criterion-related validity.

Question 12: Conjugate (concurrent) periodization, as popularized by Westside Barbell, simultaneously develops multiple physical qualities primarily by using:

Single-quality focus blocks of 4–6 weeks
High-volume low-intensity work year-round
Sequential mesocycles for each quality
Max-effort and dynamic-effort days within the same microcycle (Correct answer)

Correct answer: Max-effort and dynamic-effort days within the same microcycle

Conjugate periodization alternates max-effort (near-maximal loads) and dynamic-effort (submaximal speed-strength) sessions within the same week to develop strength and power concurrently.

Question 13: The principle of specificity states that training adaptations are most pronounced when the training stimulus closely matches the:

Volume of previous training cycles
Athlete's weakest physical quality
Demands of the target sport or performance task (Correct answer)
Competitor's training methods

Correct answer: Demands of the target sport or performance task

SAID (Specific Adaptation to Imposed Demands) principle holds that physiological adaptations are specific to the metabolic and mechanical demands of the training stimulus.

Question 14: What is the primary role of carbohydrates in sport performance?

Building and repairing muscle tissue
Transporting fat-soluble vitamins
Providing a readily available energy substrate for high-intensity exercise (Correct answer)
Regulating fluid balance

Correct answer: Providing a readily available energy substrate for high-intensity exercise

Carbohydrates serve as the primary fuel source for high-intensity exercise by providing glucose and replenishing muscle glycogen stores.

Question 15: A study comparing two different recovery modalities on elite cyclists finds a statistically significant difference in perceived muscle soreness (p = 0.04). However, the effect size was calculated to be very small (d = 0.1). What is the most appropriate practical interpretation of these findings for a coach?

While the difference is unlikely due to chance, its practical importance for performance or recovery may be negligible. (Correct answer)
The statistical significance guarantees a meaningful real-world benefit.
The new modality is superior and should be implemented immediately for all athletes.
The finding is not trustworthy because the p-value is close to 0.05.

Correct answer: While the difference is unlikely due to chance, its practical importance for performance or recovery may be negligible.

Statistical significance (a low p-value) indicates that an observed effect is unlikely to be due to random chance, but it does not describe the magnitude or practical importance of the effect. Effect size quantifies the magnitude of the difference. A small effect size suggests that even though a difference is statistically real, it may be too small to have a meaningful impact in a practical, real-world setting.

Question 16: What is the term used to describe the process of progressively decreasing training volume and intensity to allow for recovery and adaptation?

Overtraining
Tapering (Correct answer)
Peaking
Periodization

Correct answer: Tapering

Tapering is a strategic reduction in training volume and intensity in the days or weeks leading up to a major competition. This allows the athlete's body to recover from accumulated fatigue, repair muscle damage, and replenish energy stores. The goal of tapering is to achieve a state of peak performance without losing fitness adaptations.

Question 17: In athlete wellness monitoring, which of the following best describes 'functional overreaching'?

Permanent hormonal disruption requiring medical intervention
Complete physiological breakdown requiring months of rest
Normal post-exercise fatigue lasting less than 24 hours
A short-term performance decrement that resolves within days to weeks with adequate recovery (Correct answer)

Correct answer: A short-term performance decrement that resolves within days to weeks with adequate recovery

Functional overreaching is a planned short-term training overload that causes temporary performance decrements reversible within days to weeks, often used intentionally to drive supercompensation.

Question 18: An athlete reports persistent muscle soreness 72 hours after eccentric exercise. Which recovery modality has the strongest evidence for reducing DOMS at this timepoint?

Passive rest only
Massage therapy (Correct answer)
Heat application
Static stretching

Correct answer: Massage therapy

Massage therapy has the most consistent evidence for reducing perceived DOMS and improving short-term recovery from eccentric exercise.

Question 19: What is the 'return-to-sport' continuum in sport injury rehabilitation?

A single clearance test performed by the team physician
A progressive, criterion-based framework guiding athletes from initial return to modified training through to full unrestricted competition (Correct answer)
A nutritional protocol for faster tissue healing
The timeline set by an insurance company for injury recovery

Correct answer: A progressive, criterion-based framework guiding athletes from initial return to modified training through to full unrestricted competition

The return-to-sport continuum is a structured, evidence-based progression with objective criteria that must be met at each stage before advancing toward full competition.

Question 20: Which taper strategy maintains training intensity while reducing volume by 40–60% and is most commonly associated with peak performance outcomes?

Linear taper
Reverse taper
Step taper
Progressive (exponential) taper (Correct answer)

Correct answer: Progressive (exponential) taper

An exponential (progressive) taper that preserves intensity while reducing volume exponentially has the strongest evidence for maximizing performance at competition.

Question 21: Which of the following describes the supercompensation principle?

The division of a training year into smaller, more manageable phases of training.
A period following recovery where the trained function has a higher performance capacity than before the training stimulus. (Correct answer)
The body's predictable three-stage response to a new stressor: alarm, resistance, and exhaustion.
The gradual increase of stress placed upon the body during training.

Correct answer: A period following recovery where the trained function has a higher performance capacity than before the training stimulus.

The supercompensation theory posits that after a training stimulus and subsequent recovery period, the body adapts by increasing its performance capacity to a level higher than the baseline before the training occurred. This adaptive rebound is a foundational concept for timing future workouts to maximize progress. If the next training stimulus is applied during the peak of supercompensation, performance will improve.

Question 22: What is the primary physiological mechanism by which chronic sleep restriction impairs athletic recovery?

Increased parasympathetic tone
Reduced lactic acid clearance
Elevated cortisol and reduced growth hormone secretion (Correct answer)
Decreased glycogen resynthesis rate

Correct answer: Elevated cortisol and reduced growth hormone secretion

Chronic sleep restriction elevates cortisol and suppresses nocturnal growth hormone release, impairing muscle repair and anabolic recovery processes.

Question 23: Which of the following is the MOST significant barrier to effective data communication in high-performance sport environments?

Excess of athlete buy-in to monitoring programs
Overly simple reporting dashboards
Misalignment between the data presented and the decisions the coach actually needs to make (Correct answer)
Using too few monitoring devices

Correct answer: Misalignment between the data presented and the decisions the coach actually needs to make

When data outputs don't map to real coaching decisions, the information becomes irrelevant regardless of its scientific validity, creating a communication breakdown.

Question 24: Contrast water therapy (CWT) alternates between hot and cold immersion. What is its primary proposed mechanism for enhancing recovery?

Alternating vasodilation and vasoconstriction creating a pumping effect to clear metabolic waste (Correct answer)
Increasing core body temperature to speed metabolism
Reducing muscle spindle sensitivity
Sustained vasoconstriction to reduce inflammation

Correct answer: Alternating vasodilation and vasoconstriction creating a pumping effect to clear metabolic waste

Alternating thermal stimuli cause repeated vasodilation and vasoconstriction, theoretically acting as a vascular pump to flush metabolic byproducts.

Question 25: In team sports, which KPI is most directly linked to competitive success according to positional demand analysis?

Grip strength
Total session RPE
High-speed running distance per position (Correct answer)
Resting heart rate

Correct answer: High-speed running distance per position

High-speed running distance per position reflects position-specific physical demands that are strongly correlated with match performance outcomes.

Question 26: In hypothesis testing, a Type I error occurs when:

A true null hypothesis is rejected (Correct answer)
A false null hypothesis is not rejected
Sample size is too small
Effect size is overestimated

Correct answer: A true null hypothesis is rejected

A Type I error (false positive) is rejecting the null hypothesis when it is actually true, controlled by the alpha level.

Question 27: Which of the following BEST describes the role of 'data storytelling' in high-performance sport science communication?

Using a combination of data, visuals, and narrative to communicate insights in a compelling and actionable way (Correct answer)
Presenting every available statistic in chronological order
Fabricating data to motivate athletes
Reserving all data communication for scientific publications

Correct answer: Using a combination of data, visuals, and narrative to communicate insights in a compelling and actionable way

Data storytelling combines accurate data with clear visualizations and a meaningful narrative to make insights understandable and motivating for non-expert audiences.

Question 28: What is the primary purpose of identifying specific KPIs for an athletic program immediately following a comprehensive needs analysis?

To create the most complex and data-rich monitoring system possible
To replace the coach's subjective judgment with purely objective data
To satisfy the reporting requirements of the team's management and stakeholders
To align training interventions and feedback directly with the most critical factors for success (Correct answer)

Correct answer: To align training interventions and feedback directly with the most critical factors for success

The primary purpose of selecting KPIs after a needs analysis is to bridge the gap between assessment and action. The needs analysis identifies the most important physical, physiological, and tactical components for success. KPIs are then chosen to directly measure these components, ensuring that training programs, coaching feedback, and performance monitoring are all aligned and focused on improving the factors that matter most.

Question 29: Which of the following best describes the concept of 'data literacy' in the context of athlete education?

The athlete's ability to program database software
An athlete's capacity to understand, interpret, and use their own performance data to make informed decisions (Correct answer)
Knowing how to write scientific papers about training
The ability to collect GPS data independently

Correct answer: An athlete's capacity to understand, interpret, and use their own performance data to make informed decisions

Data literacy for athletes means they can meaningfully engage with their own monitoring data to support self-regulation and communication with their support team.

Question 30: The 'fitness-fatigue' (two-factor) model proposes that performance at any given time is:

Fatigue divided by chronic workload
Fitness minus current fatigue (Correct answer)
Equal to accumulated fitness alone
Fitness plus chronic training volume

Correct answer: Fitness minus current fatigue

In Banister's two-factor model, preparedness (performance) equals the fitness component minus the fatigue component.

Question 31: An athlete who has been training consistently for eight weeks suddenly reduces load by 60% for two weeks. The PRIMARY physiological concern is:

Excessive parasympathetic reactivation
Detraining-related deconditioning of aerobic capacity (Correct answer)
Overtraining syndrome development
Rapid muscle hypertrophy reversal

Correct answer: Detraining-related deconditioning of aerobic capacity

Significant aerobic deconditioning (VO2max decline, plasma volume reduction) can occur within two weeks of greatly reduced training stimulus.

Question 32: A performance team wants to create a shared data communication protocol. The FIRST step should be to:

Hire a data analyst
Identify the key decisions that need to be made and what data would inform those decisions (Correct answer)
Purchase new monitoring technology
Build a software dashboard before defining data needs

Correct answer: Identify the key decisions that need to be made and what data would inform those decisions

Effective data communication systems are built backward from the decisions they need to support, not forward from available technology.

Question 33: Which statistical approach is recommended to establish individual KPI thresholds rather than relying on group-level norms?

Individual z-scores based on the athlete's own historical data (Correct answer)
Pearson correlation with competition outcome
One-sample t-test against population mean
Between-subjects ANOVA across the squad

Correct answer: Individual z-scores based on the athlete's own historical data

Using the athlete's own historical mean and standard deviation to compute individual z-scores accounts for inter-individual variability and personalizes threshold setting.

Question 34: In periodization, 'residual training effects' refer to:

Delayed onset muscle soreness following a session
The carryover of fitness from the previous season
Fatigue remaining after a competition
The duration adaptations persist after training of a specific quality ceases (Correct answer)

Correct answer: The duration adaptations persist after training of a specific quality ceases

Residual training effects describe how long a specific adaptation (e.g., aerobic capacity, strength) is retained after training for that quality stops, informing sequencing in block periodization.

Question 35: Sodium bicarbonate is used as an ergogenic aid because it:

Directly increases muscle glycogen stores
Increases intracellular ATP resynthesis
Stimulates the release of growth hormone
Acts as an extracellular buffer to delay metabolic acidosis during high-intensity exercise (Correct answer)

Correct answer: Acts as an extracellular buffer to delay metabolic acidosis during high-intensity exercise

Sodium bicarbonate raises extracellular pH, enhancing the efflux of hydrogen ions from working muscle and thereby delaying fatigue in high-intensity events.

Question 36: A soccer player's acute:chronic workload ratio (ACWR) is calculated to be 1.7 after a week of intensified practice. The coaching staff has a high-volume conditioning test planned for the day's session. Based on established models of injury risk, what is the most appropriate recommendation for the sport scientist to make for this specific player?

Increase the intensity of the test to push the athlete's adaptive ceiling even higher.
Proceed with the planned test, as a high ACWR indicates a state of functional overreaching.
Have the athlete complete the test as planned but add extra recovery work afterward.
Modify or have the player sit out the conditioning test to reduce their acute load. (Correct answer)

Correct answer: Modify or have the player sit out the conditioning test to reduce their acute load.

An ACWR above 1.5 is widely considered to represent a 'danger zone' where the acute workload has spiked significantly relative to the chronic workload the athlete is prepared for. This places the athlete at a substantially increased risk of non-contact injury. The most prudent action is to modify the planned training to reduce the acute load, allowing the athlete's chronic base to build and the ratio to return to a safer range (ideally 0.8-1.3).

Question 37: A sport scientist is creating a program for a professional baseball pitcher. The injury analysis portion of the needs analysis reveals a high incidence of ulnar collateral ligament (UCL) tears in this population. Which of the following is the most appropriate initial action based on this finding?

Incorporate exercises to strengthen the musculature supporting the elbow and shoulder, and analyze the pitcher's throwing mechanics. (Correct answer)
Disregard the data as injuries are an unavoidable risk in professional sports.
Immediately prescribe maximal strength training for the throwing arm.
Recommend the pitcher switch to a less stressful position.

Correct answer: Incorporate exercises to strengthen the musculature supporting the elbow and shoulder, and analyze the pitcher's throwing mechanics.

The injury analysis component of a needs analysis is meant to guide injury prevention strategies. Identifying a common injury like UCL tears should lead the scientist to implement preventative measures. This includes strengthening the surrounding muscles (e.g., forearm flexors/pronators, rotator cuff) that help stabilize the elbow joint and assessing the biomechanics of the throw to identify and correct potentially harmful movement patterns.

Question 38: An endurance athlete finishes a 2-hour, high-intensity cycling session, resulting in significant glycogen depletion and muscle microtrauma. To optimize recovery, which nutritional strategy should the sport scientist recommend for the immediate post-exercise period (0-2 hours)?

A high-fat, low-carbohydrate meal to promote fat adaptation.
A combination of carbohydrates (1.0-1.2 g/kg/hr) and protein (approx. 0.3 g/kg) to resynthesize glycogen and initiate muscle repair. (Correct answer)
A beverage containing only simple sugars to rapidly increase blood glucose.
A high dose of protein isolate (>1.0 g/kg) with minimal carbohydrates to maximize muscle protein synthesis.

Correct answer: A combination of carbohydrates (1.0-1.2 g/kg/hr) and protein (approx. 0.3 g/kg) to resynthesize glycogen and initiate muscle repair.

This option provides the scientifically recommended amounts of both carbohydrates and protein for the immediate post-exercise window. Carbohydrates are crucial for rapidly replenishing depleted muscle glycogen stores, while protein provides the necessary amino acids to repair muscle damage and stimulate muscle protein synthesis (MPS). Option A neglects glycogen repletion, Option B neglects muscle repair, and Option D provides excessive protein while failing to address the critical need for carbohydrates to restore fuel stores and facilitate an insulin response that aids amino acid uptake.

Question 39: When presenting complex monitoring data to a head coach during a brief pre-training meeting, a Certified Performance and Sport Scientist should prioritize:

Using highly technical jargon to demonstrate their expertise on the subject.
Delivering a concise summary with clear visuals and 2-3 actionable insights or 'red flags.' (Correct answer)
Focusing only on the athletes who have performed the best to maintain a positive atmosphere.
Providing a comprehensive data dump of all metrics collected to ensure full transparency.

Correct answer: Delivering a concise summary with clear visuals and 2-3 actionable insights or 'red flags.'

Coaches are time-poor and need information that is easy to digest and directly applicable to immediate decisions. The scientist's role is to distill complex data into simple, actionable insights, often supported by intuitive visuals, to facilitate effective decision-making.

Question 40: A sport scientist wants to monitor an athlete's autonomic nervous system recovery daily. Which non-invasive tool is most appropriate?

Heart rate variability (HRV) monitoring (Correct answer)
Blood lactate testing
VO2max assessment
Grip strength dynamometry

Correct answer: Heart rate variability (HRV) monitoring

HRV reflects the balance between sympathetic and parasympathetic activity and is a validated, non-invasive daily recovery metric.

Question 41: An athlete repeatedly fails to comply with daily wellness monitoring. The most evidence-informed educational intervention is to:

Remove the athlete from the monitoring program
Educate the athlete on the specific, personalized benefit of their monitoring data and simplify the reporting process (Correct answer)
Penalize the athlete with mandatory extra training
Increase the number of monitoring tools assigned to the athlete

Correct answer: Educate the athlete on the specific, personalized benefit of their monitoring data and simplify the reporting process

Compliance improves when athletes understand the personal value of the data they provide and when barriers to compliance (like complex systems) are reduced.

Question 42: In a needs analysis framework, 'physiological profiling' of elite athletes in a sport is used primarily to do what?

Determine lifetime injury probability scores
Rank athletes for contract negotiations
Establish benchmark physical standards that guide testing and goal-setting for developing athletes (Correct answer)
Replace sport-specific skill assessment entirely

Correct answer: Establish benchmark physical standards that guide testing and goal-setting for developing athletes

Elite athlete physiological profiles set evidence-based performance targets that practitioners use to evaluate and develop athletes across the performance continuum.

Question 43: For an athlete performing two-a-day training sessions, which nutritional strategy is MOST important between sessions?

High-fat meal to spare glycogen
Prolonged fasting to upregulate fat oxidation
Rapid carbohydrate and protein co-ingestion to accelerate glycogen resynthesis and recovery (Correct answer)
Vitamin C supplementation to prevent oxidative stress

Correct answer: Rapid carbohydrate and protein co-ingestion to accelerate glycogen resynthesis and recovery

Between two-a-day sessions, prioritizing carbohydrate intake (1.2 g/kg/hr) alongside protein accelerates glycogen resynthesis and initiates muscle repair within the short recovery window.

Question 44: Which psychological construct, defined as an athlete's belief in their ability to perform a specific task successfully, is most directly linked to performance outcomes under pressure?

Self-efficacy (Correct answer)
Attentional focus
Trait anxiety
Intrinsic motivation

Correct answer: Self-efficacy

Self-efficacy, as defined by Bandura, is the strongest individual-level predictor of performance because it directly shapes effort, persistence, and resilience under competitive stress.

Question 45: Which assessment technology provides the most valid measure of lower-body bilateral strength asymmetry during a unilateral squat assessment?

Single force plate measuring total ground reaction force
Dual force plates measuring each limb independently with peak vertical force (Correct answer)
Isokinetic dynamometer set to bilateral mode
Accelerometer-based velocity measurements only

Correct answer: Dual force plates measuring each limb independently with peak vertical force

Dual force plates independently measure each limb's ground reaction force, enabling direct calculation of bilateral asymmetry indices.

Question 46: Which of the following best represents the principle of 'appropriate data reduction' in athlete reporting?

Using only one monitoring tool per athlete
Reporting all available variables to avoid missing anything important
Summarizing complex datasets into a small number of key performance indicators relevant to the decision at hand (Correct answer)
Removing all variables from a dataset before analysis

Correct answer: Summarizing complex datasets into a small number of key performance indicators relevant to the decision at hand

Effective reporting distills large datasets to the few indicators most relevant to the specific decision, avoiding information overload that impairs judgment.

Question 47: A sport scientist reviews injury epidemiology data during a needs analysis. What is the primary purpose of this review?

To evaluate referee decision accuracy
To determine optimal competition schedules
To design nutrition protocols for performance enhancement
To identify vulnerable tissue sites and guide injury prevention programming (Correct answer)

Correct answer: To identify vulnerable tissue sites and guide injury prevention programming

Injury epidemiology reveals which body regions and tissues are most at risk, enabling the strength coach to design preventive loading strategies.

Question 48: When a needs analysis identifies that an athlete must absorb landing forces of 5–8 times body weight during jumps, which physical quality is highlighted?

Concentric power output only
Eccentric strength and reactive ability (Correct answer)
Aerobic endurance
Maximal isometric strength

Correct answer: Eccentric strength and reactive ability

Absorbing high-magnitude landing forces requires eccentric strength and the reactive neuromuscular capacity to rapidly store and release elastic energy.

Question 49: In session RPE methodology, an athlete reports a RPE of 7 for a 60-minute session. The session load in arbitrary units (AU) is:

360 AU
120 AU
67 AU
420 AU (Correct answer)

Correct answer: 420 AU

Session load = RPE × duration in minutes; 7 × 60 = 420 AU.

Question 50: A runner's HRV score drops 20% below their rolling 7-day average on a race-week morning. The most appropriate action is:

Reduce pre-race activation intensity and monitor symptoms (Correct answer)
Cancel the race to prevent injury
Proceed with race but increase warm-up duration
Immediately administer additional carbohydrate loading

Correct answer: Reduce pre-race activation intensity and monitor symptoms

A significant HRV drop near competition warrants a conservative approach — reducing pre-race intensity and monitoring for illness or fatigue signs — rather than cancellation or aggressive intervention.

Question 51: An Inertial Measurement Unit (IMU) is a compact, wearable sensor that provides a wealth of data on athlete movement. A standard 6-axis IMU is composed of which two types of sensors?

Heart rate monitor and barometer
GPS receiver and magnetometer
Accelerometer and gyroscope (Correct answer)
Altimeter and thermometer

Correct answer: Accelerometer and gyroscope

A 6-axis Inertial Measurement Unit (IMU) combines a 3-axis accelerometer and a 3-axis gyroscope. [3, 9, 16] The accelerometer measures linear acceleration, while the gyroscope measures angular velocity. Together, these sensors can track an object's motion and orientation in six degrees of freedom. [19] A magnetometer may be added to create a 9-axis IMU for heading information.

Question 52: The acute:chronic workload ratio (ACWR) is used in injury prevention to:

Calculate percentage of VO2max achieved during training
Determine optimal competition frequency
Quantify the ratio of recent training load to the athlete's habitual load to flag injury risk spikes (Correct answer)
Measure recovery heart rate between intervals

Correct answer: Quantify the ratio of recent training load to the athlete's habitual load to flag injury risk spikes

ACWR compares the past week's load (acute) to the rolling 4-week average (chronic), with ratios above 1.5 associated with increased injury risk.

Question 53: According to the Total Quality Recovery (TQR) scale, what does a score below 13 (out of 20) typically indicate?

Optimal supercompensation state
Readiness for maximum competition performance
Insufficient recovery requiring load modification (Correct answer)
Excellent readiness for high-intensity training

Correct answer: Insufficient recovery requiring load modification

A TQR score below 13 signals inadequate recovery, indicating the athlete needs reduced training load or additional recovery interventions before high-intensity work.

Question 54: A team schedules back-to-back competition days. Which dietary strategy is the highest priority for between-game recovery?

Rapid carbohydrate intake (1.0–1.2 g/kg/hr) in the first 4 hours (Correct answer)
Fasting to reduce inflammation
Protein-only meal within 30 minutes
High-fat meal to spare glycogen

Correct answer: Rapid carbohydrate intake (1.0–1.2 g/kg/hr) in the first 4 hours

Aggressive carbohydrate loading at 1.0–1.2 g/kg/hr in the early post-exercise window maximizes glycogen resynthesis rates for rapid recovery.

Question 55: A sprinter performs maximum-effort 30 m sprints Monday, then heavy squats Wednesday, then plyometrics Friday. This arrangement best exemplifies which concept?

Intra-session fatigue management
Supercompensation stacking
Concurrent training interference
Sequencing of concentrated loads (Correct answer)

Correct answer: Sequencing of concentrated loads

Distributing high-intensity CNS-demanding sessions across the week with recovery days between them reflects the principle of sequencing concentrated loads to minimize interference.

Question 56: Which intensity zone is characterized by work performed just below the lactate threshold and is sometimes called 'junk volume' in endurance periodization?

Zone 2 (moderate/aerobic base)
Zone 5 (VO2max)
Zone 3 (threshold) (Correct answer)
Zone 1 (recovery)

Correct answer: Zone 3 (threshold)

Zone 3 work (just below lactate threshold) is metabolically demanding yet provides less stimulus per unit of fatigue compared with Zone 2 or Zone 4–5, leading some coaches to minimize it.

Question 57: In a needs analysis for rowing, which physiological variable is typically identified as the strongest performance predictor for elite-level athletes?

Grip strength only
Vertical jump height
VO2max and lactate threshold (Correct answer)
1RM deadlift strength

Correct answer: VO2max and lactate threshold

Rowing's 2000m event (approximately 5.5–7 minutes) is highly aerobically demanding, making VO2max and lactate threshold the primary physiological performance predictors.

Question 58: Which principle underlies the concept of 'training load management' as an injury prevention strategy?

Balancing progressive overload with adequate recovery to avoid tissue stress exceeding adaptive capacity (Correct answer)
Maximizing training volume at all times to build resilience
Eliminating all high-intensity training to prevent overuse injuries
Prioritizing flexibility training over strength work

Correct answer: Balancing progressive overload with adequate recovery to avoid tissue stress exceeding adaptive capacity

Injury risk rises when applied training load exceeds the tissue's current adaptive capacity; managing the rate of load progression is central to injury prevention.

Question 59: A sport scientist wants to monitor neuromuscular fatigue daily without impeding training. The most practical field test would be:

Countermovement jump (CMJ) height (Correct answer)
Maximal oxygen uptake test
Blood creatine kinase assay
Lactate threshold protocol

Correct answer: Countermovement jump (CMJ) height

CMJ height is sensitive to neuromuscular fatigue, quick to administer, non-fatiguing, and requires minimal equipment.

Question 60: A sport scientist wants to determine whether a new recovery protocol reduces muscle soreness compared to cold water immersion. Which study design best establishes causality?

Case study analysis
Retrospective cohort
Randomized controlled trial (Correct answer)
Cross-sectional survey

Correct answer: Randomized controlled trial

A randomized controlled trial with random group assignment and a control condition best establishes cause-and-effect relationships.

Question 61: In a needs analysis, 'game tempo analysis' using video notational methods is primarily used to determine what?

Frequency, duration, and intensity of sport-specific actions (Correct answer)
Equipment weight and design specifications
Athlete dietary intake during competition
Officials' decision-making patterns

Correct answer: Frequency, duration, and intensity of sport-specific actions

Notational analysis quantifies how often, how long, and at what intensity athletes perform key actions, forming the empirical basis of the needs analysis.

Question 62: Which nonparametric test is the appropriate alternative to the independent samples t-test when data violate normality assumptions?

Mann-Whitney U test (Correct answer)
Wilcoxon signed-rank test
Friedman test
Kruskal-Wallis test

Correct answer: Mann-Whitney U test

The Mann-Whitney U test compares two independent groups without assuming normal distribution, making it the nonparametric equivalent of the independent t-test.

Question 63: A strength and conditioning coach tracks the monotony index to evaluate training variation. A high monotony index (>2) indicates:

Optimal weekly undulating periodization
Little day-to-day variation in load, potentially increasing overtraining risk (Correct answer)
High intensity-to-volume ratio
Excellent load variation that reduces injury risk

Correct answer: Little day-to-day variation in load, potentially increasing overtraining risk

Monotony = mean daily load ÷ standard deviation; a high value signals insufficient variation, which Foster associates with increased overtraining and illness risk.

Question 64: Which periodization model uses a single peak performance phase per annual plan with a prolonged preparatory period?

Undulating periodization
Traditional (linear) periodization (Correct answer)
Block periodization
Conjugate periodization

Correct answer: Traditional (linear) periodization

Traditional linear periodization features one competitive peak per year preceded by a long general preparatory phase that progressively narrows to sport-specific work.

Question 65: For monitoring aerobic capacity in field-based team sport athletes, which KPI is preferred over laboratory VO2max?

Wingate peak power
Yo-Yo Intermittent Recovery Test Level 2 score (Correct answer)
Maximum aerobic speed on a treadmill
Lactate threshold at 4 mmol/L

Correct answer: Yo-Yo Intermittent Recovery Test Level 2 score

The Yo-Yo IR2 score is ecologically valid for team sports, can be administered to groups, and correlates strongly with match-related high-intensity running.

Question 66: A soccer team has just completed a high-intensity match. The coach wants to implement an active recovery session the following day. What is the primary goal and appropriate intensity for this session?

To build muscular endurance by performing high-repetition resistance training.
To enhance blood flow and potentially reduce muscle stiffness through low-intensity, non-fatiguing activity. (Correct answer)
To maintain peak power output by including short, explosive sprints.
To maximize lactate clearance by performing drills at the lactate threshold.

Correct answer: To enhance blood flow and potentially reduce muscle stiffness through low-intensity, non-fatiguing activity.

The main purpose of active recovery is to promote recovery without imposing additional significant stress. Low-intensity activity (e.g., cycling, swimming, light jogging at <60% max HR) increases blood flow to the muscles, which can help clear metabolic waste products and reduce muscle stiffness. It is not intended to be a training stimulus itself. Performing work at the lactate threshold, doing resistance training, or sprinting would all add excessive stress and impede the recovery process.

Question 67: According to the Declaration of Helsinki, which ethical principle requires that potential research participants receive adequate information before agreeing to participate?

Informed consent (Correct answer)
Beneficence
Anonymity
Justice

Correct answer: Informed consent

Informed consent requires that participants receive and understand information about the study's purpose, procedures, risks, and benefits before voluntarily agreeing to participate.

Question 68: The primary function of the Golgi tendon organ (GTO) is to:

Store elastic energy during eccentric loading
Detect changes in muscle fiber length
Sense tension within the tendon and inhibit excessive muscle force (Correct answer)
Initiate the stretch reflex during rapid elongation

Correct answer: Sense tension within the tendon and inhibit excessive muscle force

GTOs are mechanoreceptors at the musculotendinous junction that monitor muscle tension and trigger autogenic inhibition to protect against excessive force.

Question 69: During a sport-specific needs analysis, a strength coach examines the 'work-to-rest ratio.' What does this ratio primarily inform?

The appropriate volume load for strength blocks
The optimal rep range for hypertrophy
Selection of exercise modality for flexibility
Training prescription for energy system development (Correct answer)

Correct answer: Training prescription for energy system development

Work-to-rest ratios define the metabolic demand pattern of the sport, directly guiding conditioning drills and recovery intervals in training.

Question 70: Which recovery modality is specifically recommended to address exercise-induced arterial stiffness and cardiovascular strain post-competition?

Passive supine rest
Sauna/heat therapy (Correct answer)
Foam rolling
Cryotherapy

Correct answer: Sauna/heat therapy

Repeated sauna use post-exercise has been shown to reduce arterial stiffness, improve endothelial function, and support cardiovascular recovery.

Question 71: In the context of performance assessment, what does 'reactive strength index modified' (RSImod) measure differently from traditional RSI?

RSImod incorporates heart rate data into the jump performance calculation
RSImod is calculated exclusively from force plate peak force data
RSImod measures only arm swing contribution to jump height
RSImod uses countermovement jump height divided by time to takeoff instead of drop jump contact time (Correct answer)

Correct answer: RSImod uses countermovement jump height divided by time to takeoff instead of drop jump contact time

RSImod divides jump height by time to takeoff in a countermovement jump, making it applicable without requiring a drop jump protocol.

Question 72: A performance scientist wants to assess the reliability of a new jump testing protocol. Which statistical method is most appropriate for evaluating test-retest reliability?

Intraclass correlation coefficient (ICC) with coefficient of variation (Correct answer)
Pearson correlation coefficient only
One-way ANOVA between sessions
Standard deviation of a single trial

Correct answer: Intraclass correlation coefficient (ICC) with coefficient of variation

ICC combined with coefficient of variation evaluates both relative and absolute reliability, making it the gold standard for test-retest assessment.

Question 73: Residual training effects describe:

Performance improvements during the competition block only
Accumulated overtraining symptoms
Immediate post-session fatigue lasting 24 hours
The duration adaptations from a training phase persist after it ends (Correct answer)

Correct answer: The duration adaptations from a training phase persist after it ends

Residual training effects refer to how long specific adaptations (e.g., aerobic capacity ~30 days; maximal strength ~30 days) persist after training for that quality ceases.

Question 74: Which neuromuscular warm-up program has the strongest evidence base for reducing ACL and lower-extremity injuries in team sport athletes?

Static stretching protocol
High-intensity interval warm-up
FIFA 11+ (Fédération Internationale de Football Association 11+) (Correct answer)
Foam rolling only

Correct answer: FIFA 11+ (Fédération Internationale de Football Association 11+)

The FIFA 11+ program has been validated in large-scale trials to reduce overall injury rates and ACL injuries by up to 50% in soccer and other team sport athletes.

Question 75: A sport scientist wants to identify factors that predict athletic injury risk over a season. Which statistical model is most appropriate?

One-way ANOVA
Simple linear regression
Multiple logistic regression (Correct answer)
Paired t-test

Correct answer: Multiple logistic regression

Multiple logistic regression models the probability of a binary outcome (injured vs. not injured) from multiple predictor variables.

Question 76: An athlete has a chronic workload (CW) of 400 AU and an acute workload (AW) of 480 AU. Their ACWR is:

1.20 (Correct answer)
1.50
0.83
880 AU

Correct answer: 1.20

ACWR = AW ÷ CW = 480 ÷ 400 = 1.20, which sits within the recommended 0.8–1.3 range.

Question 77: A sport scientist notices an athlete consistently attributing losses to the referee and wins to personal skill. This pattern most closely reflects which attribution style?

Self-serving bias (Correct answer)
Learned helplessness
Outcome orientation
Mastery orientation

Correct answer: Self-serving bias

Self-serving bias is the tendency to attribute successes to internal factors and failures to external factors, protecting self-esteem at the cost of accurate feedback.

Question 78: Which approach to KPI selection is recommended when limited research exists for a novel sport or discipline?

Use only subjective wellness questionnaires until research exists
Adopt KPIs from the closest analogous sport with expert adaptation (Correct answer)
Wait for peer-reviewed benchmarks before measuring anything
Avoid quantitative KPIs entirely

Correct answer: Adopt KPIs from the closest analogous sport with expert adaptation

Borrowing validated KPIs from analogous sports and adapting them with expert input is the most evidence-informed approach when sport-specific data is scarce.

Question 79: In a between-subjects ANOVA, which post-hoc test is most appropriate when group sample sizes are unequal?

Games-Howell test (Correct answer)
Fisher's LSD
Tukey's HSD
Bonferroni correction

Correct answer: Games-Howell test

The Games-Howell test does not assume equal variances or equal sample sizes, making it the preferred post-hoc test for unbalanced designs.

Question 80: A strength and conditioning coach identifies that a sport requires athletes to change direction at angles greater than 90° with minimal deceleration. Which quality should be prioritized in the needs analysis?

Reactive agility and lateral force production (Correct answer)
Upper-body pressing strength
Slow-twitch fiber hypertrophy
Maximal aerobic velocity

Correct answer: Reactive agility and lateral force production

Sharp-angle direction changes demand rapid eccentric braking, lateral force production, and reactive decision-making—all components of reactive agility.

Question 81: Which principle of training states that adaptations are specific to the type, intensity, and mode of exercise performed?

Progressive overload principle
Reversibility principle
Overload principle
SAID principle (Specific Adaptation to Imposed Demands) (Correct answer)

Correct answer: SAID principle (Specific Adaptation to Imposed Demands)

The SAID principle dictates that the body adapts specifically to the demands placed on it, so training must mimic the sport or performance goal.

Question 82: A performance analyst notices a KPI is trending favorably but the athlete's competition results are declining. This likely indicates:

The KPI is not predictive of competition outcome (Correct answer)
The KPI has high construct validity
The testing protocol has low reliability
The athlete is overtrained

Correct answer: The KPI is not predictive of competition outcome

When a KPI improves but performance outcomes decline, the KPI lacks predictive validity for competition, signaling a need for KPI re-evaluation.

Question 83: Which outcome best describes 'non-functional overreaching' (NFOR) as distinguished from 'functional overreaching' (FOR)?

NFOR results in prolonged performance decrements lasting weeks to months with mood disturbances (Correct answer)
NFOR resolves within 72 hours with adequate nutrition
NFOR is associated exclusively with strength training, not endurance sports
NFOR involves planned short-term performance decrement with rapid recovery

Correct answer: NFOR results in prolonged performance decrements lasting weeks to months with mood disturbances

NFOR is characterized by performance decrements that persist for weeks to months, accompanied by mood disturbances and hormonal disruption, distinguishing it from the short-term decrement of FOR.

Question 84: What does the term 'training density' refer to in periodization?

The percentage of 1RM used in a session
The total volume load over a mesocycle
The ratio of work to rest within a session or microcycle (Correct answer)
The number of training sessions per week

Correct answer: The ratio of work to rest within a session or microcycle

Training density describes the ratio of work to recovery time, indicating how closely training sessions (or repetitions) are packed together.

Question 85: An elite athlete is competing in a 400-meter race, which they complete in approximately 50 seconds. Which energy system is the PRIMARY contributor to ATP resynthesis during this high-intensity event?

Phosphagen system
Anaerobic glycolysis (Correct answer)
Aerobic glycolysis
Beta-oxidation

Correct answer: Anaerobic glycolysis

The 400-meter race is a maximal effort event lasting between 40-60 seconds. The phosphagen (ATP-PC) system is dominant for the first 10-15 seconds. After that, anaerobic glycolysis becomes the primary energy provider for activities lasting up to about 90 seconds. Aerobic glycolysis and beta-oxidation are too slow to meet the rapid energy demands of this event.

Question 86: A sport scientist is comparing 'rolling averages' vs. 'exponentially weighted moving averages' (EWMA) for calculating ACWR. What is the primary advantage of EWMA?

EWMA removes the need for subjective wellness data
EWMA eliminates the lag artifact associated with rolling averages
EWMA requires less data to calculate
EWMA gives more weight to recent training loads, making it more responsive to load changes (Correct answer)

Correct answer: EWMA gives more weight to recent training loads, making it more responsive to load changes

EWMA assigns greater weight to more recent training sessions, making it more sensitive to rapid changes in load compared to a simple rolling average that treats all days equally.

Question 87: A basketball coach dramatically increases the team's training volume and intensity for one week in preparation for a major tournament. According to the ACWR model, this sudden spike will most likely place the athletes in which zone, increasing their short-term injury risk?

The 'undertraining zone' (<0.8)
The 'maintenance zone' (1.0)
The 'sweet spot' (0.8 - 1.3)
The 'danger zone' (>1.5) (Correct answer)

Correct answer: The 'danger zone' (>1.5)

A rapid increase in acute workload that significantly surpasses the chronic workload will result in a high ACWR, typically defined as a value greater than 1.5. [2, 27] This 'danger zone' indicates a spike in fatigue relative to the athlete's fitness base and has been associated with a significantly increased risk of injury. [27]

Question 88: A sport scientist notices a significant drop in an athlete's readiness score but the athlete reports feeling great. The most appropriate communication response is to:

Report the discrepancy publicly to the team
Discard the objective data since the athlete knows their body best
Acknowledge both sources of information and explore possible explanations together with the athlete and coach (Correct answer)
Override the athlete's self-report with the objective data

Correct answer: Acknowledge both sources of information and explore possible explanations together with the athlete and coach

Integrating subjective and objective data, and openly exploring discrepancies with the athlete, leads to better-informed decisions and stronger athlete-scientist relationships.

Question 89: A sport scientist recommends mindfulness-based interventions for athletes. What is the primary mechanism through which mindfulness improves performance?

Promoting outcome-focused goal orientation
Enhancing non-judgmental present-moment awareness and reducing rumination (Correct answer)
Increasing competitive anxiety to facilitate readiness
Increasing somatic arousal before competition

Correct answer: Enhancing non-judgmental present-moment awareness and reducing rumination

Mindfulness enhances performance by training athletes to attend to present-moment experience without judgment, reducing cognitive interference, rumination, and distraction from performance cues.

Question 90: What is the primary advantage of using a portable metabolic cart (e.g., COSMED K5) over a laboratory metabolic system during field testing?

Eliminates the need for expired air analysis
Higher accuracy due to laboratory-grade calibration gases
Enables gas exchange measurement during sport-specific activities in real-world environments (Correct answer)
Provides real-time blood gas data without venipuncture

Correct answer: Enables gas exchange measurement during sport-specific activities in real-world environments

Portable metabolic carts allow VO2 and VCO2 measurement during sport-specific movements in field settings that lab treadmills cannot replicate.

Question 91: Which vitamin deficiency is most commonly associated with compromised immune function, reduced bone health, and mood disturbances in athletes who train predominantly indoors?

Vitamin D (Correct answer)
Vitamin K
Vitamin C
Vitamin B12

Correct answer: Vitamin D

Vitamin D deficiency is prevalent in indoor athletes due to limited sunlight exposure and affects immune regulation, bone mineral density, and is linked to depression and mood disorders.

Question 92: What does an intraclass correlation coefficient (ICC) of 0.95 indicate about a measurement tool?

Unacceptable validity
Moderate reliability
Poor reliability
Excellent reliability (Correct answer)

Correct answer: Excellent reliability

ICC values above 0.90 are generally classified as excellent reliability, indicating high consistency across repeated measurements.

Question 93: A performance scientist needs to assess tendon stiffness non-invasively. Which technology combination provides the most valid estimate of in vivo patellar tendon stiffness?

Doppler ultrasound alone during active contractions
MRI with simultaneous surface EMG recording
Ultrasound imaging synchronized with dynamometer force measurements (Correct answer)
CT scan during passive limb loading

Correct answer: Ultrasound imaging synchronized with dynamometer force measurements

Ultrasonography tracks tendon elongation during force application measured by a dynamometer, allowing calculation of stiffness as force divided by deformation.

Question 94: Which principle of adult learning (andragogy) is MOST important to consider when educating athletes about their performance data?

Connecting information to the athlete's own experience and goals (Correct answer)
Delivering information in lecture format only
Memorization of technical terminology
Minimizing athlete questions to save time

Correct answer: Connecting information to the athlete's own experience and goals

Adult learners, including athletes, are most engaged when new information is directly connected to their personal experiences, goals, and immediate relevance.

Question 95: Iron deficiency anemia in athletes most significantly impairs performance by:

Reducing muscle protein synthesis rates
Lowering testosterone levels
Impairing glycogen storage in the liver
Decreasing oxygen transport capacity and aerobic power output (Correct answer)

Correct answer: Decreasing oxygen transport capacity and aerobic power output

Iron is essential for hemoglobin synthesis; deficiency reduces red blood cell oxygen-carrying capacity, directly limiting aerobic performance and VO2max.

Question 96: A sport scientist is asked to explain the difference between 'training load' and 'training stress' to a new coaching staff member. The key distinction is that training stress:

Is exclusively measured by GPS units
Accounts for the athlete's individual physiological response to a given training load (Correct answer)
Is the same concept as training load with a different name
Refers only to psychological pressure during competition

Correct answer: Accounts for the athlete's individual physiological response to a given training load

Training stress incorporates individual fitness and fatigue responses (e.g., via heart rate or performance changes), whereas load describes the external demand placed on the athlete.

Question 97: Which data processing technique is used in GPS analysis to smooth positional noise and improve velocity calculation accuracy?

Moving average applied to heart rate data
Fast Fourier Transform (FFT) frequency decomposition
Kalman filtering to fuse GPS position with accelerometer data (Correct answer)
Principal component analysis of positional variance

Correct answer: Kalman filtering to fuse GPS position with accelerometer data

Kalman filtering combines GPS positional data with accelerometer inputs to produce smoother, more accurate velocity estimates by minimizing measurement noise.

Question 98: The term 'detraining' refers to:

Overreaching that leads to performance decline despite continued training
Partial or complete loss of training-induced adaptations due to cessation of exercise (Correct answer)
Intentional reduction in training volume during a taper phase
The process of switching from one training modality to another

Correct answer: Partial or complete loss of training-induced adaptations due to cessation of exercise

Detraining describes the reversal of physiological adaptations when training is reduced or stopped, consistent with the reversibility principle.

Question 99: The chronic training load in the ACWR model is typically calculated over what time period?

7 days
3 days
90 days
28 days (Correct answer)

Correct answer: 28 days

The chronic workload is conventionally calculated as a rolling average over the preceding 28 days, representing an athlete's training base.

Question 100: Which sampling method divides the population into subgroups and randomly samples from each to ensure representation?

Convenience sampling
Stratified random sampling (Correct answer)
Simple random sampling
Cluster sampling

Correct answer: Stratified random sampling

Stratified random sampling divides the population into strata (e.g., sex, sport) and randomly samples within each stratum to ensure proportional representation.

Question 101: Which ergogenic aid has the strongest evidence base for improving short-duration, high-intensity exercise performance?

Branched-chain amino acids (BCAAs)
Ribose
Glutamine
Creatine monohydrate (Correct answer)

Correct answer: Creatine monohydrate

Creatine monohydrate is classified as the most evidence-backed ergogenic supplement for enhancing phosphocreatine resynthesis and high-intensity output.

Question 102: According to Self-Determination Theory (SDT), which three psychological needs must be met for athletes to experience autonomous motivation?

Mastery, self-efficacy, and challenge
Confidence, control, and competition
Achievement, recognition, and belonging
Competence, autonomy, and relatedness (Correct answer)

Correct answer: Competence, autonomy, and relatedness

SDT (Deci & Ryan) identifies competence, autonomy, and relatedness as the three basic psychological needs that, when satisfied, promote intrinsic and autonomous forms of motivation.

Question 103: Which of the following is the primary reason practitioners advocate for 'athlete-reported outcome measures' (AROMs) in daily monitoring?

AROMs are cheaper than blood biomarker panels
AROMs have higher test-retest reliability than HRV
AROMs capture subjective well-being domains that objective sensors cannot detect (Correct answer)
AROMs eliminate the need for physical performance testing

Correct answer: AROMs capture subjective well-being domains that objective sensors cannot detect

AROMs such as wellness questionnaires capture psychological and perceptual domains (mood, stress, sleep quality) that cannot be directly measured by wearable sensors or blood markers.

Question 104: When a sport scientist reports isokinetic knee extensor strength as a 'bilateral deficit,' what specific finding does this describe?

The weaker limb produces less than 60% of the stronger limb's force
Peak torque decreases at faster isokinetic speeds
Knee extension is weaker than knee flexion on the same limb
The sum of unilateral limb forces exceeds bilateral simultaneous force production (Correct answer)

Correct answer: The sum of unilateral limb forces exceeds bilateral simultaneous force production

Bilateral deficit occurs when the combined output from two separate unilateral efforts exceeds the force produced when both limbs act simultaneously.

Question 105: Which of the following best represents a 'qualitative' component of a sport-specific needs analysis?

Force plate ground reaction force measurements
Expert observation and description of dominant movement patterns and skill demands (Correct answer)
VO2max values from laboratory ergometry
Heart rate data collected with GPS monitors during match play

Correct answer: Expert observation and description of dominant movement patterns and skill demands

Qualitative analysis involves systematic expert observation and description of movement qualities and tactical demands that cannot easily be quantified numerically.

Question 106: Which inertial measurement unit (IMU) sensor axis combination is most commonly used to quantify athlete jump height via double integration of acceleration?

Accelerometer vertical axis alone (Correct answer)
Gyroscope X and Y axes only
Magnetometer combined with gyroscope
Barometric altimeter only

Correct answer: Accelerometer vertical axis alone

Vertical axis accelerometer data is double-integrated over flight time to estimate jump height in IMU-based systems.

Question 107: Which measure of central tendency is most resistant to the influence of extreme outliers?

Mean
Variance
Standard deviation
Median (Correct answer)

Correct answer: Median

The median is resistant to outliers because it reflects the middle score rather than the arithmetic average of all scores.

Question 108: In a biomechanics lab, a researcher uses a multi-camera optical motion capture system to analyze a pitcher's throwing mechanics. What type of data is this system primarily designed to capture?

Physiological data (e.g., muscle oxygen saturation)
Kinetic data (e.g., ground reaction forces)
Kinematic data (e.g., joint angles, segment velocities) (Correct answer)
Neuromuscular data (e.g., motor unit recruitment)

Correct answer: Kinematic data (e.g., joint angles, segment velocities)

Optical motion capture systems track reflective markers placed on anatomical landmarks to reconstruct a 3D model of the body in motion. [22, 32] From the position of these markers over time, the system calculates kinematic variables, which describe the motion itself—such as joint angles, angular velocities, and segment positions—without regard to the forces causing it. [37, 39]

Question 109: In strength periodization, the 'strength-endurance' quality is best developed using which loading parameters?

4–6 reps at 80–85% 1RM with 3–5 min rest
1–3 reps at 90–100% 1RM with full rest
Single reps at 60% with maximum velocity intent
12–20+ reps at 40–60% 1RM with short rest intervals (Correct answer)

Correct answer: 12–20+ reps at 40–60% 1RM with short rest intervals

Strength-endurance is developed with higher repetition ranges (≥12 reps) at moderate to low intensities with limited rest, stressing both muscular and metabolic systems.

Question 110: Which neuromuscular assessment is considered the most sensitive and practical field test for detecting residual fatigue after high-intensity training blocks?

1-repetition maximum squat
Countermovement jump (CMJ) with force plate (Correct answer)
Grip strength dynamometry
300-meter shuttle run

Correct answer: Countermovement jump (CMJ) with force plate

CMJ with a force plate detects subtle changes in neuromuscular output (force-time characteristics) that precede performance decrements, making it the gold-standard field fatigue monitoring tool.

Question 111: The term 'periodization' in sport science refers to:

Systematic variation of training load and volume over time to optimize performance (Correct answer)
Scheduling rest periods within a single training session
The cycle of menstruation and its effect on training capacity
Dividing athletes into performance categories for team selection

Correct answer: Systematic variation of training load and volume over time to optimize performance

Periodization is the planned manipulation of training variables (volume, intensity, frequency) across time blocks (microcycles, mesocycles, macrocycles) to maximize performance at target competitions.

Question 112: A needs analysis reveals that a sport involves repeated high-intensity bouts of 6–10 seconds separated by 30–60 second recoveries. Which energy system is predominantly taxed?

Beta-oxidation pathway
Oxidative phosphorylation
Phosphocreatine (PCr) system (Correct answer)
Glycolytic system

Correct answer: Phosphocreatine (PCr) system

Efforts of 6–10 seconds at maximal intensity rely primarily on stored phosphocreatine, the dominant fuel for very short, explosive work.

Question 113: An athlete asks why their HRV has been lower than normal this week. The most educationally effective response is to:

Tell the athlete HRV is too complex for them to understand
Reassure the athlete that all data is normal without reviewing it
Explain that HRV reflects the balance between recovery and stress, and review recent sleep, travel, and training load together (Correct answer)
Suggest the athlete stop wearing the monitoring device

Correct answer: Explain that HRV reflects the balance between recovery and stress, and review recent sleep, travel, and training load together

Educating athletes on the multifactorial nature of HRV empowers them to connect lifestyle and training behaviors to their physiological readiness.

Question 114: A performance scientist observes that an athlete's Heart Rate Variability (HRV) has been consistently decreasing over the past 10 days, despite the external training load remaining stable. This trend most likely indicates:

The athlete is likely in a state of functional overreaching.
An impending improvement in performance.
Accumulated fatigue and a potential state of non-functional overreaching. (Correct answer)
A positive adaptation to the training program.

Correct answer: Accumulated fatigue and a potential state of non-functional overreaching.

A consistently decreasing trend in HRV, particularly when training load is stable or increasing, is a common indicator of increased autonomic nervous system stress and accumulated fatigue. [5, 10] This suggests the athlete is not recovering adequately from the training stimulus and may be progressing towards non-functional overreaching or overtraining syndrome. [10, 14]

Question 115: A needs analysis for a throwing event in track and field identifies rotational power as paramount. Which assessment best quantifies this quality?

30-meter sprint time
Seated medicine ball rotational throw distance (Correct answer)
Sit-and-reach flexibility test
VO2max step test

Correct answer: Seated medicine ball rotational throw distance

The seated rotational medicine ball throw isolates transverse-plane power output, directly assessing the quality most critical in throwing events.

Question 116: Hip abductor and external rotator weakness is most commonly associated with increased risk of which lower-extremity injury pattern?

Medial knee collapse (valgus) and ACL injury risk (Correct answer)
Achilles tendinopathy
Plantar fasciitis
Lumbar disc herniation

Correct answer: Medial knee collapse (valgus) and ACL injury risk

Weakness in the hip abductors and external rotators allows femoral adduction and internal rotation, creating dynamic knee valgus that elevates ACL injury risk.

Question 117: A sport science department is conducting a study on the ergogenic effects of a new beetroot juice supplement on rowing performance. To minimize bias, neither the athletes participating in the study nor the researchers administering the drinks know who is receiving the actual beetroot supplement and who is receiving a non-active placebo. This research control method is known as a:

Crossover design
Longitudinal study
Case-control study
Double-blind protocol (Correct answer)

Correct answer: Double-blind protocol

A double-blind protocol is a study design in which both the participants and the experimenters are unaware of who is receiving a particular treatment. This procedure is used to prevent bias in research results, such as the placebo effect from participants or unintentional influence from the researchers.

Question 118: During maximal aerobic exercise, which cardiovascular adaptation most significantly increases cardiac output?

Decreased peripheral vascular resistance
Increased stroke volume only
Both increased heart rate and stroke volume (Correct answer)
Increased heart rate only

Correct answer: Both increased heart rate and stroke volume

Maximal cardiac output is achieved through simultaneous increases in both heart rate and stroke volume, with heart rate contributing more at very high intensities.

Question 119: A CPSS practitioner asks athletes to self-report session RPE 30 minutes after each training session. Which construct validity concern is most relevant?

RPE cannot be used with team sport athletes
The scale has too few response options
The 30-minute delay increases test-retest reliability
Recall bias may distort the accuracy of RPE reports (Correct answer)

Correct answer: Recall bias may distort the accuracy of RPE reports

Delayed RPE collection introduces recall bias, as athletes' memory of perceived exertion may be influenced by subsequent recovery or reflection.

Question 120: A researcher reports a 95% confidence interval of [2.1, 8.4] kg for strength gains. What does this mean?

The p-value is less than 0.05
There is a 95% chance the true mean is between 2.1 and 8.4 kg
95% of participants gained between 2.1 and 8.4 kg
The interval was constructed by a method that captures the true parameter 95% of the time (Correct answer)

Correct answer: The interval was constructed by a method that captures the true parameter 95% of the time

A 95% CI means the procedure used will contain the true population parameter in 95% of repeated samples.

Question 121: Why is 'seasonal variation' an important consideration within a sport-specific needs analysis?

It establishes year-round identical training loads
Training priorities and physical demands shift across preseason, in-season, and off-season phases (Correct answer)
It specifies only dietary changes between seasons
It determines the athlete's preferred competition venue

Correct answer: Training priorities and physical demands shift across preseason, in-season, and off-season phases

Physical demands, recovery availability, and training volumes differ markedly across seasons, so the needs analysis must inform phase-appropriate programming.

Question 122: In electromyography (EMG) signal processing, what is the purpose of applying a bandpass filter between 20-500 Hz to raw surface EMG data?

To amplify low-frequency joint angle signals
To remove movement artifacts and high-frequency electrical noise while preserving the muscle signal (Correct answer)
To convert analog signals to digital format
To synchronize EMG with force plate data

Correct answer: To remove movement artifacts and high-frequency electrical noise while preserving the muscle signal

Bandpass filtering between 20-500 Hz removes low-frequency motion artifacts and high-frequency noise while preserving the true myoelectric signal.

Question 123: What does an asymmetry index (AI) greater than 10–15% in a unilateral strength test typically indicate for a sport scientist?

A clinically relevant between-limb asymmetry that may increase injury risk and impair performance (Correct answer)
The athlete is performing optimally on both sides
The test equipment is miscalibrated
Normal variation requiring no action

Correct answer: A clinically relevant between-limb asymmetry that may increase injury risk and impair performance

Inter-limb asymmetries exceeding 10–15% have been linked to elevated injury risk and reduced performance in strength and power tests, warranting targeted corrective programming.

Question 124: A sport scientist reports that an athlete's Hooper Index score has increased significantly over two consecutive days. When communicating this to the coach, the most appropriate first step is to:

Ignore the data if the athlete looks fine visually
Publish the athlete's wellness scores to the team dashboard
Immediately prescribe a rest day without coach input
Contextualize the data within the training plan and suggest a collaborative discussion (Correct answer)

Correct answer: Contextualize the data within the training plan and suggest a collaborative discussion

Data should be presented with context and used to facilitate collaborative decision-making between sport scientists and coaches, not to override coaching judgment unilaterally.

Question 125: A sport scientist notices that a sprinter's peak power output in weekly testing has declined 8% over 3 consecutive weeks without explanation. What is the most likely cause to investigate first?

Deliberate tapering
Equipment calibration error
Non-functional overreaching or early overtraining syndrome (Correct answer)
Normal biological variability

Correct answer: Non-functional overreaching or early overtraining syndrome

A sustained, unexplained multi-week decline in performance markers is a hallmark signal of non-functional overreaching, requiring immediate load reduction and recovery investigation.

Question 126: The Y-Balance Test (YBT) is primarily used to assess:

Sprint speed and agility
Cardiovascular endurance capacity
Dynamic balance and functional movement asymmetry as an injury risk screening tool (Correct answer)
Maximal isometric hip strength

Correct answer: Dynamic balance and functional movement asymmetry as an injury risk screening tool

The YBT evaluates dynamic balance in three reach directions and identifies between-limb asymmetries that have been prospectively linked to lower-extremity injury risk.

Question 127: A researcher wants to determine if a specific 8-week yoga intervention causes a reduction in competition anxiety more effectively than a standard stretching protocol. They randomly assign 50 swimmers to either the yoga group or the stretching (control) group and measure anxiety levels before and after the intervention. Which research design provides the strongest evidence for a causal relationship in this scenario?

Randomized controlled trial (RCT) (Correct answer)
Case study
Correlational study
Quasi-experimental design

Correct answer: Randomized controlled trial (RCT)

A randomized controlled trial (RCT) is considered the gold standard for establishing causality. The key features in this scenario are the random assignment of participants to groups and the use of a control group, which help to minimize bias and rule out confounding variables, allowing for a stronger inference that the intervention caused the observed outcome.

Question 128: Which hormone is primarily responsible for the acute regulation of blood glucose during prolonged aerobic exercise?

Glucagon (Correct answer)
Cortisol
Epinephrine
Insulin

Correct answer: Glucagon

Glucagon rises during prolonged exercise to stimulate hepatic glycogenolysis and gluconeogenesis, maintaining blood glucose levels.

Question 129: Which stage of the General Adaptation Syndrome (GAS) model corresponds to a period where performance and tissue adaptation gains are realized?

Resistance stage (Correct answer)
Exhaustion stage
Alarm stage
Recovery stage

Correct answer: Resistance stage

The resistance stage of GAS is where the body adapts to the training stressor, resulting in improved performance and structural adaptations.

Question 130: In force-velocity profiling of an athlete using a linear position transducer, what does a rightward shift of the F-V curve indicate?

Improved power output at higher velocities (Correct answer)
Decreased maximum force production capacity
Reduced neuromuscular efficiency
Greater time to peak force

Correct answer: Improved power output at higher velocities

A rightward shift on the force-velocity curve indicates that an athlete generates greater force or power at higher movement velocities.

Question 131: A sport scientist has developed a new wearable device to measure jump height. To assess its consistency, the same group of athletes performs three countermovement jumps, measured by the device, on two separate days one week apart under identical conditions. The results from both sessions are highly comparable. This process is primarily assessing which type of reliability?

Test-retest reliability (Correct answer)
Inter-rater reliability
Split-half reliability
Internal consistency

Correct answer: Test-retest reliability

Test-retest reliability evaluates the consistency of results over time. By administering the same test to the same individuals on two different occasions and finding the scores to be stable and similar, the scientist is confirming the measure's test-retest reliability.

Question 132: A team sport performance scientist wants to track mental readiness as a KPI. Which validated tool is most appropriate?

Cortisol salivary sample
Maximum isometric mid-thigh pull
Body composition via skinfolds
Profile of Mood States (POMS) or Hooper Index (Correct answer)

Correct answer: Profile of Mood States (POMS) or Hooper Index

The Hooper Index and POMS are validated subjective wellness questionnaires that efficiently capture psychological readiness as a daily KPI.

Question 133: During which phase of the General Adaptation Syndrome (GAS) does the body recover and adapt to the stressor?

Recovery
Resistance (Correct answer)
Alarm reaction
Exhaustion

Correct answer: Resistance

The General Adaptation Syndrome (GAS) describes the body's three-stage response to stress: alarm, resistance, and exhaustion. During the resistance phase, the body attempts to adapt and cope with the ongoing stressor, mobilizing resources to maintain homeostasis. If successful, the body recovers and strengthens, showing improved capacity to handle future stressors.

Question 134: A coach asks a sport scientist to assess athlete readiness using heart rate variability (HRV). Which metric derived from HRV is most commonly used as a daily readiness indicator?

Mean R-R interval duration
P-wave amplitude
RMSSD (root mean square of successive differences) (Correct answer)
QRS complex duration

Correct answer: RMSSD (root mean square of successive differences)

RMSSD reflects parasympathetic nervous system activity and is the most widely used HRV metric for daily athlete readiness monitoring.

Question 135: A performance scientist uses an optical motion capture system with 16 cameras. What is the primary purpose of calibrating the capture volume before data collection?

To measure marker reflectivity coefficients
To set the maximum sampling frequency of each camera
To establish a shared 3D coordinate system across all cameras (Correct answer)
To synchronize camera frame rates with EMG signals

Correct answer: To establish a shared 3D coordinate system across all cameras

Calibration defines a common 3D reference frame so each camera's 2D image data can be reconstructed into accurate 3D positions.

Question 136: A performance scientist needs to present a summary of the week's training load (GPS data) and the resulting physiological readiness (HRV, wellness scores) to a coaching staff. Which data visualization method is MOST effective for quickly identifying players who may be poorly adapting to training?

A table listing daily raw data for every player.
A quadrant scatter plot with training load on one axis and readiness score on the other. (Correct answer)
Individual time-series line graphs for each metric for each player.
A single bar chart showing the team's average training load for the week.

Correct answer: A quadrant scatter plot with training load on one axis and readiness score on the other.

A quadrant scatter plot visually segments athletes into distinct groups (e.g., high load/high readiness, high load/low readiness), allowing coaches to instantly identify individuals who are not responding well to the training stimulus. This is far more efficient for decision-making than interpreting raw data tables or synthesizing dozens of individual graphs.

Question 137: Which heart rate variability (HRV) metric is most commonly used to reflect parasympathetic nervous system activity in athlete monitoring?

Mean RR interval
SDNN
LF/HF ratio
rMSSD (Correct answer)

Correct answer: rMSSD

rMSSD (root mean square of successive differences) reflects parasympathetic (vagal) activity and is the most widely used HRV metric in daily athlete monitoring.

Question 138: In near-infrared spectroscopy (NIRS) for muscle oxygenation monitoring, what does the SmO2 parameter represent?

Systemic arterial oxygen saturation
Muscle tissue oxygen saturation percentage (Correct answer)
Hemoglobin concentration in micromoles
Myoglobin dissociation rate

Correct answer: Muscle tissue oxygen saturation percentage

SmO2 is the percentage of hemoglobin and myoglobin that is oxygenated within the muscle tissue being measured.

Question 139: The term 'effect size' in sport science research primarily quantifies:

Statistical significance of a finding
The probability of a Type I error
Practical magnitude of a difference or relationship (Correct answer)
Sample size required for a study

Correct answer: Practical magnitude of a difference or relationship

Effect size (e.g., Cohen's d, eta-squared) measures the practical or theoretical magnitude of an effect, independent of sample size or statistical significance.

Question 140: Which approach to handling missing data is generally superior to mean substitution in sport science research?

Listwise deletion of all incomplete cases
Multiple imputation (Correct answer)
Removing the variable entirely
Replacing missing values with the group mean

Correct answer: Multiple imputation

Multiple imputation creates several plausible datasets based on observed relationships between variables, preserving statistical power and reducing bias better than mean substitution.

Question 141: A needs analysis for wrestling identifies that matches last up to 7 minutes at near-maximal effort. Which combined energy systems are most relevant?

Glycolytic and oxidative systems working together (Correct answer)
Phosphocreatine system only
Oxidative system only
Beta-oxidation and phosphocreatine systems

Correct answer: Glycolytic and oxidative systems working together

Extended high-intensity wrestling matches tax the glycolytic system for intense scrambles while the oxidative system sustains prolonged moderate-intensity grappling.

Question 142: Wolff's Law states that bone adapts its structure in response to:

Vascular supply changes
Hormonal fluctuations
Mechanical loads placed upon it (Correct answer)
Nutritional calcium intake

Correct answer: Mechanical loads placed upon it

Wolff's Law describes bone's functional adaptation — increased mechanical loading stimulates remodeling and increased bone density along lines of stress.

Question 143: A CPSS practitioner compares VO2max values measured by a metabolic cart and a field test in the same athletes on the same day. This is an example of assessing which type of validity?

Face validity
Content validity
Concurrent validity (Correct answer)
Predictive validity

Correct answer: Concurrent validity

Concurrent validity is established when a new measure correlates with a gold-standard measure administered at the same time.

Question 144: An athlete reports persistent upper respiratory tract infections during a high-volume training phase. This is MOST consistent with:

Exercise-induced transient immunosuppression from excessive load (Correct answer)
Overhydration-induced electrolyte imbalance
Insufficient carbohydrate intake only
Improved mucosal immunity from aerobic adaptations

Correct answer: Exercise-induced transient immunosuppression from excessive load

The 'open window' hypothesis describes transient immunosuppression following heavy exercise, increasing susceptibility to upper respiratory infection during high-load phases.

Question 145: A needs analysis identifies that a sport has a high incidence of ACL injuries occurring during deceleration tasks. Which training quality should be foregrounded in the injury prevention component?

Aerobic base training to reduce fatigue
Upper-body hypertrophy training
Maximal concentric quadriceps strength only
Eccentric hamstring strength, neuromuscular landing mechanics, and single-leg stability (Correct answer)

Correct answer: Eccentric hamstring strength, neuromuscular landing mechanics, and single-leg stability

ACL injuries during deceleration are linked to poor eccentric hamstring capacity, valgus collapse, and suboptimal landing mechanics—all addressable through targeted training.

Question 146: When educating a high school coach on interpreting GPS speed data, the sport scientist should prioritize communicating:

Millisecond-level time-motion data in tabular form
Maximum velocity achieved and percentage of time spent in high-speed running zones (Correct answer)
Raw GPS coordinate files for independent analysis
Satellite acquisition time and GPS antenna specifications

Correct answer: Maximum velocity achieved and percentage of time spent in high-speed running zones

Coaches benefit most from actionable, interpretable metrics like max velocity and time in speed zones, rather than raw technical data they are not trained to process.

Question 147: When performing a movement analysis for an Olympic weightlifter, which of the following is the PRIMARY focus?

The psychological profile of elite lifters.
The kinematic and kinetic characteristics of the snatch and clean and jerk. (Correct answer)
The lifter's dietary habits pre-competition.
Work-to-rest ratios during competition.

Correct answer: The kinematic and kinetic characteristics of the snatch and clean and jerk.

A movement analysis is a core component of a needs analysis that examines the specific movement patterns of a sport. For Olympic weightlifting, this involves a detailed biomechanical evaluation of the two competition lifts: the snatch and the clean and jerk. Analyzing the kinematics (e.g., joint angles, bar path) and kinetics (e.g., forces produced) is essential for optimizing technique, enhancing performance, and reducing injury risk.

Question 148: In GPS-based athlete monitoring, what does the term 'metabolic power' estimate during sport activity?

VO2 calculated from GPS step frequency
Energy expenditure derived from velocity and acceleration data (Correct answer)
Heart rate oxygen consumption ratio
Lactate production rate from positional data

Correct answer: Energy expenditure derived from velocity and acceleration data

Metabolic power models use instantaneous velocity and acceleration from GPS to estimate energy expenditure per unit time.

Question 149: Which concept explains why an athlete must progressively increase training load over time to continue eliciting performance adaptations?

Individual differences principle
Progressive overload principle (Correct answer)
Reversibility principle
Specificity principle

Correct answer: Progressive overload principle

The progressive overload principle states that training stimuli must be systematically increased as the body adapts to prevent accommodation and continue driving adaptation.

Question 150: Which monitoring approach involves measuring performance readiness at a fixed time each morning under standardized conditions before training begins?

Intra-session intensity tracking
Post-session recovery monitoring
Prospective daily readiness assessment (Correct answer)
Reactive monitoring

Correct answer: Prospective daily readiness assessment

Prospective daily readiness assessment involves standardized morning measurements (HRV, CMJ, wellness questionnaire) collected before training to inform same-day load decisions.

Question 151: A performance scientist is conducting a needs analysis for a collegiate soccer team. Which of the following components is MOST crucial to include in the physiological analysis?

The coach's offensive and defensive strategies.
The predominant personality traits of successful professional players.
Maximum aerobic capacity (VO2 max) and anaerobic threshold. (Correct answer)
The specific type of turf used on the team's home field.

Correct answer: Maximum aerobic capacity (VO2 max) and anaerobic threshold.

The physiological analysis within a sport-specific needs analysis focuses on identifying the primary energy systems and fitness components required for the sport. For soccer, which involves extended periods of running interspersed with high-intensity sprints, both aerobic and anaerobic energy systems are critical. Therefore, assessing VO2 max and anaerobic threshold provides vital information for designing an effective conditioning program.

Question 152: A coach is working with an advanced kayaker in the preparatory period. The coach designs a 4-week mesocycle focused almost exclusively on developing maximal strength, followed by a 3-week mesocycle dedicated to converting that strength into sport-specific power. This model, which concentrates on one primary adaptation at a time in sequential phases, is known as:

Linear Periodization
General Adaptation Syndrome
Undulating Periodization
Block Periodization (Correct answer)

Correct answer: Block Periodization

Block periodization involves structuring the training plan into concentrated blocks, each dedicated to a specific physiological quality. Instead of training multiple qualities at once, this model focuses on one (e.g., maximal strength) to achieve a more profound adaptation before moving to the next block (e.g., power), which builds upon the previous one.

Question 153: When presenting load monitoring data to coaching staff, which visualization format is most effective for showing an athlete's weekly training stress across a season?

Scatter plot of height vs. weight
Bar chart of single session RPE values
Pie chart of training modalities
Heat map of daily training load over time (Correct answer)

Correct answer: Heat map of daily training load over time

Heat maps effectively display patterns of training load intensity across time, making it easy to spot trends, spikes, and recovery periods.

Question 154: Which metric best captures the cumulative physiological stress imposed by a training session when both intensity and duration are considered?

VO2max percentage
Heart rate variability
Training impulse (TRIMP) (Correct answer)
Rating of perceived exertion alone

Correct answer: Training impulse (TRIMP)

TRIMP combines exercise duration and heart rate intensity (weighted for zone) to quantify internal training load as a single value.

Question 155: Which statistical measure is most appropriate for describing the central tendency of a highly skewed distribution of recovery times?

Mean
Variance
Median (Correct answer)
Standard deviation

Correct answer: Median

The median is resistant to extreme values and better represents central tendency when data are skewed, unlike the mean which is pulled toward outliers.

Question 156: The lactate threshold (LT1) physiologically represents:

The onset of anaerobic metabolism in all active muscle fibers
The exercise intensity at which VO2max is first achieved
The maximum lactate the muscle can produce per unit time
The point where blood lactate begins to accumulate faster than it is cleared (Correct answer)

Correct answer: The point where blood lactate begins to accumulate faster than it is cleared

LT1 marks the intensity where lactate production begins to exceed clearance capacity, causing blood lactate to rise above baseline levels.

NSCA CPSS Certified Performance and Sport Scientist Exam

The NSCA Certified Performance and Sport Scientist (CPSS) Exam evaluates expertise in applied sport science, including training theory, periodization, monitoring, performance assessment technologies, data communication, research methods, athlete recovery, and injury prevention for elite sport environments.

155

Questions

180 min

Time Limit

70%

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