CPSS Data Communication and Education 5 — Questions and Answers
Question 1: Which communication channel is MOST appropriate for delivering real-time, session-by-session load feedback to athletes during a training camp?
- Quarterly written reports emailed to the athlete
- A mobile app dashboard with daily readiness scores and load summaries (Correct answer)
- Annual performance review meetings
- Broadcasting data over the team PA system
Correct answer: A mobile app dashboard with daily readiness scores and load summaries
Mobile dashboards provide immediate, accessible feedback during training camps where daily decisions about load and recovery are critical.
Question 2: When delivering an educational workshop on recovery strategies to athletes, Bloom's Taxonomy suggests the highest order of learning is achieved when athletes:
- Can list five recovery modalities from memory
- Can evaluate and select appropriate recovery strategies based on their individual training demands (Correct answer)
- Can define the word 'recovery' correctly
- Can identify a graph showing cortisol levels
Correct answer: Can evaluate and select appropriate recovery strategies based on their individual training demands
Bloom's highest cognitive levels (evaluate and create) require athletes to apply critical thinking to novel contexts, not just recall or recognize information.
Question 3: A performance team wants to create a shared data communication protocol. The FIRST step should be to:
- Purchase new monitoring technology
- Identify the key decisions that need to be made and what data would inform those decisions (Correct answer)
- Hire a data analyst
- 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 4: Which of the following BEST describes the role of 'data storytelling' in high-performance sport science communication?
- Fabricating data to motivate athletes
- 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
- 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 5: An athlete has recently transitioned from junior to senior competition. When adjusting the data education approach for this athlete, the sport scientist should primarily consider:
- Removing all monitoring since senior athletes need no education
- The athlete's increased capacity for autonomy and self-regulation, providing more detailed individualized data insights (Correct answer)
- Reverting to group-based generic data reports
- Reducing the frequency of all data communication
Correct answer: The athlete's increased capacity for autonomy and self-regulation, providing more detailed individualized data insights
Senior athletes typically have greater autonomy, self-awareness, and capacity to integrate detailed performance data, supporting more sophisticated individualized education strategies.
Question 6: Which of the following scenarios represents an ethical violation in sport science data communication?
- Sharing anonymized group-level trend data with coaching staff
- Sharing an individual athlete's injury history and body composition data with a sponsor without the athlete's consent (Correct answer)
- Educating athletes about the meaning of their own GPS data
- Providing coaches with aggregated team wellness summaries
Correct answer: Sharing an individual athlete's injury history and body composition data with a sponsor without the athlete's consent
Sharing individually identifiable health and performance data with third parties without explicit athlete consent violates data privacy and informed consent principles.
Question 7: A sport scientist is designing a season-long athlete education curriculum. Which pedagogical model provides the most structured framework for sequencing content from foundational to advanced concepts?
- The SAID principle (Specific Adaptation to Imposed Demands)
- Scaffolded instruction, beginning with basic monitoring literacy and progressing to self-regulated use of performance data (Correct answer)
- Teaching all concepts simultaneously in a single workshop
- Using only peer-to-peer learning without structured progression
Correct answer: Scaffolded instruction, beginning with basic monitoring literacy and progressing to self-regulated use of performance data
Scaffolded instruction builds knowledge systematically from foundational concepts to complex application, ensuring athletes can support and extend prior learning over the course of a season.
CPSS Data Communication and Education 5
Which communication channel is MOST appropriate for delivering real-time, session-by-session load feedback to athletes during a training camp?