Measurement and Evaluation
Applications for the Strength and Conditioning Profession
I. Purposes of Measurement and Evaluation
a. Objectives of program
     Give direction to the training program
b. Pre-assessment
      Measurement of an individual’s initial status prior to the star of a training period
c. Training prescription
     Thoughtfully designed to achieve overall program objectives and forms the heart of the conditioning regimen
d. Post-assessment
     Measurement of an individual’s progress after a training period
e. Evaluation
     Analysis of test results
f. Formative evaluation
     Testing performed at regular intervals to determine progress

II. Parameters of Physical Fitness
a. Muscular strength
     Force that muscle/muscle group can exert against resistance at a specified velocity
b. Local muscular endurance
     Ability of muscle/muscle group to repeatedly contract against submaximal resistance
c. Aerobic endurance (power)
     The rate of oxygen uptake during exercise
d. Anaerobic endurance (power)
     The rate of performing work using primarily anaerobic energy systems
e. Agility
     The ability to change the direction of body movement or body positions
f. Speed
     The ability to move from one point to another as fast as possible
g. Flexibility/range of motion
     The range of motion around a joint
h. Body composition
     The measurement of relative proportion of fat and lean mass
i. Anthropometry
     Measurement of body dimensions

III. Test Characteristics
a. Validity
     The extent to which a test measures what it is supposed to measure
    i. Content (face validity)
        The subjective determination that a test measures the desired variables
    ii. Concurrent
        Agreement between scores on test & scores from commonly accepted standards
    iii. Predictive
        Ability to use a rest performance to predict performance on a different task
    iv. Construct (criterion variable)
        The ability of a test to measure some part of an entire skill or trait
b. Reliability
     Repeatability of a test performance
c. Objectivity
     The ability of multiple scorers to agree on test performance

IV. Test Selection
  a. Age
  b. Gender
  c. Experience
  d. Environment
  e. Event characteristics
  f. Bias

V. Relationship to Athletic Ability
  a. Relevant to sport requirements
  b. Game-like situations
  c. Use good form
  d. One subject/athlete at a time
  e. Interesting/meaningful (face validity)
  f. Appropriate difficulty
  g. Able to discriminate
  h. Accurate scoring
  i. Adequate trials
  j. Statistical evaluation

VI. Statistical Analyses
  a. Measures of central tendency
     i. Mean
         The average score of a distribution of scores
     ii. Median
          The middle score of a distribution of scores
     iii. Mode
          The most frequently occurring score in a distribution of scores
  b. Measures of variability
     i. Range
        The lowest and highest scores in a distribution
    ii. Standard deviation
         The score in the middle 68% of a normal distribution
    iii. Normal curve (distribution)
          Distribution characterized by bell-shaped curve (mean = median = mode)
    iv. Skewness
  c. Statistical techniques
    i. Frequency plot
     ii. Percentiles

          A rating system based on the percentage of scores below a specific score
    iii. Standard scores, T scores & norms
          This system designates the mean = 50, and each standard deviation = ±10
    iv. Correlation
          The nature of the association of one variable with a second variable

VII. Test Administration
  a. Planning
  b. Time constraints
  c. Test sequence
  d. Recording scores
  e. Training test administrators
  f. Preparing test subjects/athletes 
  g. Instructions
  h. Supervision
      Test reliability is directly proportional to the quality of the test administrator
  i. Warm-up
     Reliability improves with pre-test warm-up
  j. Practice
  k. Motivation
  l. Safety
  m. Test batteries
  n. Cool down

VIII. Example Test Protocols
a. One Repetition Maximum (1 RM)
      i. Equipment
      ii. Proper warm-up
      iii. Proper progression Safety
             - Leg press
             - Bench press
             - Biceps curls
             - Seated calf raises
            (- not shoulder press because it is not safety)
b. Maximum repetition test
      i. Adequate repetitions
      ii. Resistance used
          1. Body mass
          2. Weights
          3. Proper form
          4. Estimating 1 RM
c. Aerobic capacity
     i. Estimating of oxygen uptake
     ii. Equipment
     iii. Example protocol
     iv. Impact vs. non-impact
     v. Test specificity
d. Anaerobic power and capacity
     i. Different durations
       1. Vertical jump
           a. Protocol
           b. Equipment
           c. Other protocols
           d. Power estimation
       2. Shuttle runs
           a. Example protocol
           b. Equipment
           c. Evaluation
e. Agility
      i. Definition
      ii. Different positions
      iii. Example protocol
f. Speed
      i. Definition
      ii. Speed versus reaction time
      iii. Examples
      iv. Measurement considerations
          1. Method of timing
          2. Starts
  g. Body composition
      i. Definition
      ii. Tools
          1. Calipers
          2. Bioelectrical impedance
          3. Infrared interactance
          4. Ultrasonography
          5. Hydrostatic weighting
          6. Dual energy X-ray absoptiometry (DEXA)
      iii. Proper procedures
      iv. Equation selection
           1. Gender
           2. Age
           3. Validity
           4. Ease of administration
           5. Number of measures
           6. Type of equation
      v. Evaluation
          1. Fat mass
          2. Fat free mass
          3. Relative fat (% fat)
          4. Norms
h. Anthropometry
     i. Definition
     ii. Equipment
         1. Anthropometer
         2. Tape measure
         3. Stadiometer
     iii. Proper procedure     
  i. Flexibility
       i. Definition
      ii. Equipment
         1. Goniometer
         2. Flex-o-meter
         3. Sit & Reach box
         4. Wooden dowel
      iii. Proper procedures