2014. Presentation Outcomes. Where We Are Now. Where Are We Now. Where We Are Now

10/30/2014 4 Where We Are Now MEDICAL RECORD DATA MINING EAHP’S ATHLETE AVAILABILITY & TRAINING LOAD MONITORING COS CENTERED WRE X3 LIMITED BY ...
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10/30/2014

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Where We Are Now MEDICAL RECORD DATA MINING

EAHP’S

ATHLETE AVAILABILITY & TRAINING LOAD MONITORING

COS CENTERED

WRE X3

LIMITED BY SAS/EMR CONNECTIVITY

SCOPE LIMITED BY TRAVEL COSTS

GYM

LIMITED BY PATIENT PORTAL

SPORTS MED BUSINESS ANALYTICS

BMX?

Preventing Injuries and Illnesses in Athletes Dr. Bill Moreau, Managing Director, USOC Sports Medicine

TRI?

BOB/SKE

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Presentation Outcomes

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Where Are We Now

• Identify current best practices in the prevention of illness and injury in elite athlete populations • Look at future opportunities in sports medicine to decrease illness and injury in the elite athlete through technology and new best practices

MEDICAL RECORD DATA MINING

EAHP’S

ATHLETE AVAILABILITY & TRAINING LOAD MONITORING

ALL 3 OTC CLINICS

ALL RESIDENT SPORTS

GETTING THERE… (NGB/NMN)

BUDGET FOR TRAVEL COSTS

APP OR PORTAL BASED?

INTEGRATE SPORT SCIENCE TEAM

SPORTS MED BUSINESS ANALYTICS

SEE EOY REPORT

NONRESIDENT SPORTS?

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Where We Are Now

Future Directions…

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ATHLETE RISK SCORES EAHP’S

ATHLETE AVAILABILITY & TRAINING LOAD MONITORING

EAHP – Elite Athlete Health Profile

MEDICAL RECORD DATA MINING

SPORTS MED BUSINESS ANALYTICS

TRAINING RELATED RISK ASSESSMENT

RISK FACTOR IDENTIFICATION

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Identifying Individual Risk

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Prediction Profiler

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Variable Importance-Risk Factor Identification

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Variable Combinations – N=3,000

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Participation Availability Tracking Spreadsheet

Training Monitoring Spreadsheet

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Hours of activity a week

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Preventing Illness and Injury hrough Modified Training • A lack of variety in training stress, known as training monotony, is considered a key factor in causing Overtraining Syndrome. • There is evidence that prolonged increased training frequency results in reduced performance benefits and fatigue as opposed to tactical identical training sessions. • Training monotony can be mathematically evaluated by measuring each day's training stress, dividing the average by the standard deviation for each seven day period. • Monotony can be used to modify Training Stress Balance, a method for evaluating the effect of training over time.

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Monotony

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Training Load

Load is the RPE multiplied by the duration in minutes

Level of variation in training volume day to day (or week to week). Large amounts of variation = less monotony

RPE = Rate of  Perceived Exertion

RPE (Rate of Perceived Exertion) The RPE scale measures feelings of effort, strain, discomfort, and/or fatigue experienced during both aerobic and resistance training. One’s perception of physical exertion is a subjective assessment that incorporates information from the internal and external environment of the body. The greater the frequency of these signals, the more intense are the perceptions of physical exertion. In addition, response from muscles and joints helps to scale and calibrate central motor outflow commands. The resulting integration of feedforward-feedback pathways provides fine-tuning of the exertional responses.

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Strain

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The strain is monotony x load

One approach to measuring  monotony is to statistically  analyze the variation in  workouts.  The monotony value combined  with the overall training level  can be used to evaluate the  likelihood of Overtraining  Syndrome. 

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Injury and Illness Predictions Using Training Tracking

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Team Summary Programs Lightweight Rowing Pre‐hab Programs

• 84% of illnesses could be explained by preceding spike in training load above the individual training threshold

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Core Stabilization 5

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• 77% of injuries were associated with a preceding spike in training monotony

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Lower Extremity Neuromuscular Re‐education

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• 89% of illnesses could be explained by a preceding spike in training strain

Shoulder Stabilization

1 0

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EHAP Action Steps

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Collaboration with NGB’s – Rowing Additional Testing Max 100% 60'

1'

900

Power and Endurance Profiles

80% Standard Daly Duff Prendes Average Fahden Getz Gibson Hakanson King

800 60% 700

30'

2K

600

500 6K

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Team Summary

Daly

Duff

Fahden

Getz

Gibson

Hakanson

King

Kirrane

Nase

O'Leary

Prendes

Traub

Wales

Weiland

Gold Standard

400

300 Max

1'

2K

Collaboration with NGB’s – Swimming EAHPs

6K

30'

60'

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Collaborative Testing: - MSK US - Swim Specific movement screening - Allowed Team medical staff to manage health histories and physicals

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Collaboration with NGB’s – Swimming EAHPs Supraspinatus/Infraspinatus: Right

Left

91%

100%

Tear

26% partial

17% partial

Attachment site

47%

13%

47%

54%

Tendonosis

Abnormal Bursal thickening

Normal

Tendonosis

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Teams Currently Being Tracked

• • • • • • • • •

Wrestling (All three disciplines) Triathlon Fencing (onboarding) Rowing Swimming (NBAC) Archery (?) Track and Field - Jumper Group (?) BMX with injury collection Sliding sports (?)

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Discussion

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