Arsene Wenger used one word to describe how technology has developed within sport during his 22 years as Arsenal manager - “Incredible”. Arsenal Sports Scientist, Tom Allen, sees this daily and, in his presentation, described the changes over time - from a simple stopwatch, to thousands of data points that must be distilled into actionable information. Tom offered incredible insight into how one of the world’s most successful soccer clubs are making sure they use the right technology at the right time to get the right results. “Practitioners can have all the information in the world but the data itself won’t affect the outcome without building a rapport with people, and your own knowledge of the data," said Tom. "That is why it is paramount we’re able to find the signals within the noise and it is people like Firstbeat who can help us do this.”
3. AN INFLUX OF TECHNOLOGY
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GPS
PRE + POST
QUESTIONNAIRE
TECHNICAL TACTICAL PHYSICAL
PLAYER MEDICAL
ANALYSIS
DAILY
MONITORING
VIDEO TRACKING
GYM LOAD
SLEEP
MONITORING
HEART RATE
ANALYSIS
4. THOUSANDS OF DATA POINTS…
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FOR ONE DAY…
FOR ONE PLAYER…
FROM ONE SOURCE…
WITH MORE TECHNOLOGY BEING CREATED!
9. THE INTRODUCTION OF “TECHNOLOGY”
THE PEN AND PAPER APPROACH
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MOST SIMPLE FORM OF FEEDBACK
DIFFICULTY WELLNESS SESSION
RICH SOURCE OF INFORMATION
TODAY IT IS STILL THE MOST
IMPORTANT PIECE OF
INFORMATION
THE RAPPORT BUILDER
10. THE INTRODUCTION OF “TECHNOLOGY”
THE PEN AND PAPER APPROACH
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THE LINKS:
WHAT WOULD A DIFFICULT
SESSION LOOK LIKE
LONGITUDINAL TRENDS OF
PLAYERS
LONGITUDINAL TRENDS OF THE
TEAM
11. THE INTRODUCTION OF “TECHNOLOGY”
THE STOPWATCH
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TIME THE RUNS
TIME THE REST
LINK WITH THE SELF REPORTED
DATA
12. #HRVSUMMIT
THE INTRODUCTION OF “TECHNOLOGY”
HEART RATE
MEASURING THE RESPONSE OF THE
PLAYER THROUGH TECHNOLOGY
CAN NOW SEE THE PHYSIOLOGICAL
RESPONSE
14. TODAY: AN INFLUX OF
TECHNOLOGY
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INFORMATIVE
ACCURATE
RELIABLE
INFORMATION
WITH SO MUCH DATA
AVAILABLE DO
PRACTITIONERS KNOW
WHAT TO LOOK AT?
15. DECIDING ON THE IMPORTANT
INFORMATION
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DETERMINE THE OBJECTIVES
1. REDUCE INJURY RISK
2. ENHANCE PHYSICAL
PERFORMANCE
EVERYTHING WE LOOK AT IS
AIMED TOWARDS THESE
OBJECTIVES
16. WHAT MEASURES AFFECT THE
OBJECTIVES
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A RESEARCH DRIVEN APPROACH
STRESS!
NUMBER OF WAYS OF MEASURING
STRESS
DETERMINE FROM OUR SOURCE OF
DATA WHAT IS RELEVANT
17. MEASURING THE STRESS OF
THE PLAYER
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TRANSFER A RANGE
OF DATA SOURCES
INTO A STRESS SCORE
FOR THE INDIVIDUAL
CANNOT JUST THROW
DATA INTO AN ALGORITHM
23. #HRVSUMMIT
WELLNESS 35 MEASUREMENTS
TRACKED ALONGSIDE LOAD
HOW IS THE PLAYER RESPONDING?
BETTER THAN PREVIOUS
WORSE THAN PREVIOUS
A GRAPH THAT TELLS A STORY
MONITORING STRESS
24. #HRVSUMMIT
1. LACK OF GAME TIME. REDUCED TRAINING DUE TO MUSCLE ISSUE. WELLNESS REDUCED
1
2. GAME TIME + FREQUENCY OF GAMES INCREASE ç PLAYER ENTERS “OVERLOAD”
2
3. OVERLOAD CAUSES FATIGUE. PLAYERS PERCEPTION + WELLNESS REDUCED (COMMON
SENSE)
3
A GRAPH THAT TELLS A STORY
25. #HRVSUMMIT
THOUSANDS OF DATA POINTS SEVERAL MEASURES
ONE PAGE OVERVIEW
ACTIONABLE DATA
CAN DELVE DEEPER
HIGHLIGHTS INDIVIDUALS
PROMOTES DISCUSSION
MONITORING STRESS
26. #HRVSUMMIT
MONITORING STRESS
THOUSANDS OF DATA POINTS SEVERAL MEASURES
ONE PAGE OVERVIEW
ACTIONABLE DATA
CAN DELVE DEEPER
HIGHLIGHTS INDIVIDUALS
PROMOTES DISCUSSION
THE PMI SYSTEM
27. #HRVSUMMIT
THE PMI SYSTEM
DATA HELPING US MAKE SMARTER DECISIONS
PROTECT
MAINTAIN INCREASE
OVERLOAD
POOR WELLNESS
+
RECENT
OVERLOAD
NEEDS AN
OVERLOAD
FRESH
+
30. #HRVSUMMIT
GOING INTO MORE DETAIL
9 22 9 16 13 20 12 18 9 15 13 24 12 25 12 21
METABOLIC
LAST 7 DAYS 7 - 14 DAYS 14 - 21 DAYS 21 - 28 DAYS LAST 7 DAYS 7 - 14 DAYS 14 - 21 DAYS 21 - 28 DAYS LAST 7 DAYS 7 - 14 DAYS 14 - 21 DAYS 21 - 28 DAYS
NEUROMUSCULAR CARDIOVASCULARSKELETAL
LAST 7 DAYS 7 - 14 DAYS 14 - 21 DAYS 21 - 28 DAYS
HIGH SPEED RUNS
WORK:REST RATIO
THE UNDERLYING DATA HIGHLIGHTS THE AREAS WE NEED TO
TACKLE TO PREPARE THE PLAYER
KEY
HIGH
MOD
LOW
32. #HRVSUMMIT
GOING INTO MORE DETAIL
9 22 9 16 13 20 12 18 9 15 13 24 12 25 12 21
METABOLIC
LAST 7 DAYS 7 - 14 DAYS 14 - 21 DAYS 21 - 28 DAYS LAST 7 DAYS 7 - 14 DAYS 14 - 21 DAYS 21 - 28 DAYS LAST 7 DAYS 7 - 14 DAYS 14 - 21 DAYS 21 - 28 DAYS
NEUROMUSCULAR CARDIOVASCULARSKELETAL
LAST 7 DAYS 7 - 14 DAYS 14 - 21 DAYS 21 - 28 DAYS
HIGH SPEED RUNS
WORK UNDER
FATIGUE
WORK:REST RATIO
CHANGE OF
DIRECTION
THE UNDERLYING DATA HIGHLIGHTS THE AREAS WE NEED TO
TACKLE TO PREPARE THE PLAYER
KEY
HIGH
MOD
LOW