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    9.0 Practice Effects onMotor Learning & Memory

    Vickers Ch 9 -12

    Carter - selected pagesVickers Ch 5, 7

    Omit Ch 4

    Effect of Practice

    Design, Feedback &

    Instruction on

    Motor Learning &

    Performance

    Outline! The Paradox in Motor Learning Research Defined

    ! Shea & Morgan - variable and/or random practice vs blockedor constant practice

    ! Evidence from the laboratory, applied class setting, elite

    athletes

    ! Reasons why variable and/or random practice is more

    effective than blocked or constant

    ! The contextual interference effect

    ! Elaboration hypothesis

    ! Forgetting hypothesis

    ! Random-variable practice improves attention,short andlong term memory processes (Carter pp. 154 - 167)

    ! Limitations (psychological refractory period, Stroop,

    ! Limitations of random-variable practice

    ! Children, Stroke, Alzheimer's Disease

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    The Paradox (or Reversal)In Motor LearningResearch Defined

    4

    The Paradox of Modern Motor

    Learning Research

    Recent research (since 1990) shows that:

    ! Traditional behavioural methods of training motorskills leads to high levels of performance in the shortterm, but performers trained exclusively under theseconditions break down in the long term, esp. underconditions of high pressure and stress.

    ! If you want to ensure long term learning of motorskills, research now shows that cognitive decisiontrainingneeds to be incorporated into how practice,

    feedback and instruction are provided

    The Paradox in Motor Learning

    ! The paradox applies to three areas of research:

    ! Practice design- the design of drills and activities

    affects short and long term learning, retention and

    transfer? (Ch 9/10)

    ! Providing feedback- the type of feedback affects

    short and long term learning, retention and

    transfer? (Ch 11)

    ! Providing instruction- The type of instruction

    affects short and long term learning, retention and

    transfer? (Ch 12)

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    Reviews(Christina &Bjork, 1992;Schmidt &

    Bjork, 1992;

    Lee et al,1994; Vickers,

    1994)

    BehaviouralTraining

    Practice Design

    Blocked or ConstantPracticeLow variability

    Cognitive DecisionTraining

    Practice Design

    Variable practiceRandom practiceHigh variability

    10

    20

    30

    40

    50

    60

    70

    80

    90

    100

    Early in the season Later in the season

    Training process of

    instruction, practiceand feedback

    Reversal

    Overview of Motor Learning Research

    Behavioural

    training

    Decision

    training

    Percent

    Improvement

    Cognitive

    training

    !"#$ & '"()*+ ,-"().**/01"Are you a behavioural trainer or acognitive-behavioural decision trainer?

    ! In terms of practice, feedback and instruction skills,what makes a great teacher or coach?

    ! What are your personal beliefs/assumptionsaboutwhat it takes to be an excellent coach, teacher,therapist, athlete?

    ! Respond True or Falseto the following questions.

    Answer: Add # of False Statements

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    First Evidence OfParadox or Reversal

    Contextual Interference Effects

    Variable or Random Practice

    vs

    Blocked or Constant Practice

    Contextual Interference Defined! Introducing variable elements of the task being

    learned into drills and activities

    ! First discovered in teaching English (Battig,1966); andmathematics (Cuddy & Jacoby, 1982)

    ! Blocked vs random practice: Is it better to teach oneelement to perfection, or design learning activities that arerandom?

    ! Eg. learning multiplication table! Using blocked practice (5x2; 5x3; 5x4, etc)! Using random practice (3x8; 4x5; 9x2,etc)

    ! Results:!

    First Motor Skill Evidence: Shea & Morgan, 1979Perform 4 arm movements: simple to complex

    Retention defined: Same skill or tactic performedlater on in same conditions

    Sec

    Variable

    Barrier KnockDown Task

    Start

    Stop

    Stop

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    Shea & Morgan, 1979 Transfer ResultsA new barrier knock down task was performed

    Transfer defined:A new skill or tactic is performed later on that is made up ofcomponents of skills or tactics practiced earlier; performance context may also be

    more difficult. eg. in competition

    Sec

    Variable

    Blocked or Constant Practice

    Defined Today

    ! The same class of skills or motor program isrepeatedover and over on many consecutiveoccasions

    ! Goal is to groove the skilland achieve a state ofautomatic, mindlessperformance

    ! Examples:! Basketball - 50 free throws in a row! Golf - driving range - hit 100 balls with driver

    ! Recommendation: Should be used with beginnersuntil the basics of the skill are acquired. Problem isoveruse

    ! Once the basic skill is acquired

    Variable Practice Defined Today(Smart Variations)

    ! A singleclass of skills or motor program is selected andvariations practiced that simulate important conditionsencountered in play or competition

    ! A class of skills is normally defined using abiomechanical principal or sport technique

    ! Example:! Badminton forehand strokes - clear, drop, smash -

    same motor program used for all 3 strokes, withvariations of location, speed, deception, reaction time,etc

    ! Recommendation:Once the basics are learned, shouldbe main form of practice used

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    move to variable and random practice

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    Random Practice Defined Today(Smart Combinations)

    ! Different motor programsare combined that simulateimportant conditions found in competition

    ! Most often skills are combined tactically

    ! Eg. Badminton singles tactics: high serve > longclear > drop > net shot - with correct footwork to 2-4corners of the court

    ! When variable and random practice are used

    performance levels are usually lower at first, thenimprove and greater gains in the long term

    ! Takes patience and understanding of underlying neuralprocesses

    ! Recommendation:

    Variable Practice - First Applied Study

    (Goode & Magill, 1986)

    ! Novices (university students)

    ! Task: Badminton 3 serves: long, short, drive

    ! To right court only during training /left court for

    retention test

    ! Number of practices: 3x per week

    ! Blocked Group: same serve each day

    ! Variable Group: 3 serves each day

    ! long

    ! short

    ! drive

    ! Dependent variable: Accuracy of serves to targetareas on the court (retention and transfer)

    Transfer TestServe from left court

    Retention Test:Serve from right court

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    Progress from variable to random practice asap

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    Results Goode & Magill

    Blocked - squares

    Variable - circles

    Results Goode & MagillBlocked - squaresVariable - circles

    First Study - Elite Athletes: Baseball(Hall, Domingues & Cavazos, 1994)

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    Measuring Cognitive Effort! Total pitches hit: 11 practices (do not count the

    pretest) x 3 pitches x 15 each = 495 extra hits

    ! Blocked group: 11 practices x 3 types of pitches x~3 pitches with high levels of cognitive effort = 99pitches in total

    ! Percent 99/495 = ~ 20% total cognitive effort

    ! Variable: 11 practices x 3 types of pitches x ~ 12

    with high levels of cognitive effort = 398! Percent = 398/495 = ~ 80% cognitive effort

    ! RESULT: Variable group had

    Theoretical Reasons Why

    Variable and/or Random Practice

    Is More Effective Than Blocked

    or Constant Practice

    Increased Cognitive Effort

    " the mental work underlying optimum levelsof decision making ....anticipation,

    regulation and interpretation of motor

    performance (Lee, Swinnen & Serrien,

    1994, 328-329).

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    4x the cognitive practice than the blocked yet the

    total number of pitches hit was the same for both groups

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    Elaboration Hypothesis

    Shea & Zimny (1983)

    ! When individuals change from one task to another, asin random-variable practice, they have a greateropportunity to learn the distinctive elements ofeach task

    ! Creates denser neural networks, more effective

    synaptic connections! In blocked practice, this occurs to a lesser degree or

    not at all (automaticity takes over of simpler skills)

    ! Also called the

    The Forgetting Hypothesis(also called Retrieval Practice)

    Lee & Magill (1985). The spacing of movements during

    variable-random practice requires the rapid retrievalfrom long term memory of specific skills

    ! Variable-random practice improves the ability to

    access critical information in memory quickly

    ! Creates better retrieval links to correct solutions

    ! Richer more extensive neural networks laid down

    linking long and short term memory

    Random-Variable Practice

    Enhances Memory Formation

    Five (5) Types of Memory 1) Episodic 2) Semantic 3) Procedural 4) Implicit vs explicit 5) Working or short term memory (STM)

    Carter

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    distinctive and more meaning full hypothesis

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    1) Episodic Memory

    Episodic defined:reconstruction of pastexperiences,sensations, successes,

    failures, highs, lows,strategies, drills

    Experienced from onesown point of view

    Eg. Drill in racquetsports - Ability to seeopponent beforereturning the shot

    Effects of Blocked vsVariable Practice

    Athlete does

    not

    vary shot

    Feeder does

    not move

    1) Basic FH Drop Drill

    Blocked Practice Most common method of

    training

    Stationary feeder (coach) sets

    shuttle high to athlete

    Athlete returns with a drop to

    feeder

    Continuous OH drops

    (blocked practice)

    Easily learn to make 100+

    shots using blocked practice,

    BUT

    - no retention after 3 months- no transfer to games

    Vickers, p 186-187

    Athlete

    returns

    with a

    differentdrop

    Feeder moves

    to new location

    Badminton

    With Variable Practice

    1. Feeder lifts shuttle high to the

    athlete

    2. During flight of shuttle feedermoves to a new location

    3. Athlete must see feeder

    before

    Hitting to feeder Hitting away from feeder

    4. Improves detection of

    opponents; execute more

    effective shots

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    Memry established to see opponent before returning the s

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    2) Semantic MemoryDefined: Factual

    knowledge that stands

    alone

    Contains information that isnon-personal;

    Together with episodicmemories also calleddeclarativeknowledge

    Stored primarily in thefrontal and temporal lobes

    Eg. Rules, History of Sport,Nutrition, Exercise,Physiology, Biomechanics

    Eg. Dan Proulx, TeamCanada Cyling Coach

    Using Random Variable Practice & Questions to

    Teach Declarative Knowledge

    Dan Proulx cyclingcoach

    Elite 14-16 yr.olds

    Now Team CanadaOlympic Coach

    Duringexercise,asks high level ofquestions aboutbalance, bumping,focus of attention -both declarative &proceduralknowledge of sporttrained at same time,plus develop fitness

    3) Procedural Memory

    Defined - automatic motorskills; motor programs -how to walk, run, ride abike, swim, drive a car, play

    a sport, play an instrument

    Learned movements storedin neural networks inmidbrain, basal ganglia andcerebellum

    Only when some aspectsof a skill becomeautomatic can the athletedo more

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    or declarative

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    4) Implicit vs Explicit MemoriesImplicit - memories that cannot be retrieved consciously but areactivated by a particular skill or action

    Eg. my xerox number in HPL (20 years) cannot tell you whatit is, but when I look down at the keypad, my hand(s) knowwhat it is

    The quiet eye is implicit prior to training; athletes do not knowthey have one (or not); after QE training becomes explicit

    Explicit memory - memories that can be consciously retrieved and

    reported Once an athlete views his/her QE on video, they can report

    on the 5 characteristics

    locationis easy to report durationis next Offset is challenging in some tasks (golf) onset relative to final movement most difficult

    5) Short Term Memory (STM)

    Defined:information held in mindas active neural traffic, until it isforgotten or encoded in LTM

    Limit: 7 plus or minus 2 items(Miller, G. A.1956)

    Question: Is 7 2 due to

    A capacityproblem (memoryspan limit, ie longest list one canremember; longest seq of skills -fig. skate routines; # gates on arace course,

    or to

    Semantics- how meaningful issomething?

    Motor Learning InvolvesChanges in Long TermMemory

    Carter pp. 158-159

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    Memory Central: Hippocampus & Amygdala

    !Hippocampus-

    ! Encodes and retrieveslongterms memories

    ! Sends processed memories tothe part of the brain where theywere first created, eg. lines,colors, edges to occipital cortex;

    decisions & strategies to frontalcortex, etc

    !Amygdala

    !

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    Hippocampus: Selects transient

    memories for permanent

    storage as long term

    memories (eg. learning to

    hit a curve vs fastball in

    baseball) Encoding- When signal

    is persistent enough, new

    connections are forged Enterorhinal cortex

    central to

    Forming Memories (p.156)

    Potentiation- the

    synchronous firing of

    neurons makes it more likely

    they will fire again

    1. Input

    2 Circuit formation

    3 Increasing activity

    Long term

    potentiation- When a

    pattern of neurons becomes

    permanently sensitized to

    each other

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    tastas all incoming stimuli to prodct appropriate reactions and emotions

    long term memory process

    Neurons that fire together wire together

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    Quiet Eye

    More On Perception

    1) Perception- Explains how we process sensory

    information (vision, hearing, touch, smell, taste) in very

    short periods of time, usually less than 100 ms

    (1000 ms in 1 second).

    Considered subconscious (lack of awareness); we have

    no recollection of this information, nor can we recall it

    when asked.

    With effort, an object shifts from perception to

    awareness. Try these exercises

    41

    2) Attention- Explains how we select information

    for more extensive processing in reactions timesthat range from 120 to 220 ms for simple tasks,

    depending on the sensory system: vision (slowest),

    hearing (2nd slowest), touch (fastest). RT can be

    very long on complex tasks like golf. QE and RT are

    related.

    Anticipationis

    42

    Attention & Anticipation Defined

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    a form of early attention, the ability to predict in advance what is going to, critical i performing all motor skills

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    Perception & AttentionExercises

    43

    Can you find 5 horses in this picture?

    44

    Artist: Bev

    Doolittle

    How many faces do you see inthis picture?

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    Accurate motor perception is especially difficultAli versus Liston (1985) - Which hand landed the

    knockout? Left or Right?

    University of Calgary Vickers quieteyesolutions.com

    Primary & Secondary Attention in

    Motor SkillsAttention is a limited resource.

    Difficult to attend at a high level to more than one thing at a time.Selective attention is required

    Driving

    Car

    Secondary

    attention -

    takes

    remaining

    Primary

    attention -

    driving a

    car - takes

    most

    resources

    Driving Talking/looking

    at a special

    friend

    Attention is

    diverted

    easily to more

    interesting

    topics

    Primary & Secondary Attention

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    Attentional capacity can easily be

    exceeded

    Cat runs across

    the road

    Attention changes with

    training

    Novices have to devoteall their attention to howto perform a skill; littleattentional capacity leftfor anything else

    Experts are able toattend externally towhat is happening in theenvironment because

    more and more of theirmotor skills becomeautomatic

    50

    Novices-how skill isperformed

    Expert - what isthe opponent

    doing

    How SkillIs Performed

    Automaticcontrol shifts

    to other areas ofthe brain

    Limbic and

    cerebellum

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    Children aged6.2 to10 - cannotattend to threetasks at once

    Children aged10.1 to 14 are ableto skate and IDshapes better thanstickhandle and ID

    shapesAdolescents14.1-19.6 are ableto attend to allthree tasks at highspeed

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    Where MemoriesAre Stored

    Occipital lobe - edges,speed, direction, color,depth of objects & eventsstored (eg. Baseballpitches)

    Frontal lobe - workingmemory, strategies, goals,decisions, higher levels of

    thinking and planningPutamen - automatic

    procedural skills (motorskills)

    Cerebellum -

    Limitations of Attentionand/or Memory

    The Psychological RefractoryPeriod (PRP)

    ! An inherent bottleneck in ourattention system

    ! Functions when 2 stimuli (S1

    & S2) enter the system withan intra-stimulus interval60-80 ms (100 ms max)

    ! Has to be timed just right. 40ms too fast - 100 ms tooslow.

    ! Creates a delay in theresponse of opponent of200-300 ms

    ! Why? Only one motorprogram can beprogrammed and executedat a time

    (Schmidt & Wrisberg, 2004/2008)

    S1 & S2 Personexecuting fake

    Personbeingfaked

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    Conditioned memories, events linked by time

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    Psychological Refractory Period

    " There is a bottle neck in attention that can affectRT and MT - a delay in response when 2 stimuli (S1and S2) are processed close to one another

    " if we detect the 2ndstimulus while processing the1ststimulus we are unable to process the second

    until we finish processing the first. Slows MT

    " Although S1 and S2 may only be 60-80 ms apart adelay occurs in MT 200-300 ms in responding.

    THE STROOP TASK

    Most attentional processes occur in serial order (oneevent after another)

    But under certain conditions attention can occur inparallel

    Evidence for parallel processing - STROOP TASK -Evidence of parallel processing

    2 or more stimuli are perceived at once and undercertain conditions are in conflict

    Exercise: As quickly as possible, call out the COLORof the following

    !

    62

    Stroop Effect - Why?

    ! Parallel streams of information were processed bythe brain at the same time

    ! If information is meaningful, then top-downprocessing adds to conflict

    !

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    Your visual system saw green, but your ability to read the wrd yellow created a conflict

    During stoop - RT is slower and errors are greater

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    What happened??

    " Some in class experienced conflict, but others

    did not? Why?

    " The wordvert means green in French.

    "

    Why Stroop?

    Color vertand wordvert were processedsimultaneously

    by two different

    parts of brain

    - Wordcomprehension

    (Wernickes area)

    - Color vision

    (Occipital area)

    - Prior to speaking(Brocas area)

    Lift without a Hippocampus

    The Story of HM & Dr. Brenda Milner

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    It illustrates why we need distributed long term memory

    those who speak french would have experienced the conflict the french word for green (verbal part of brain)

    and the color red would have been processed in parallel

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    All of HMs hippocampus was removed

    Centre of memory formation Connection to frontal cortex removed - no learning or memory of

    new events/people/movements

    Some connections to cerebellum remained - allowed learningsimple movements (he worked in hospital gift shop)

    CliveWearing

    Brilliant conductor, composer and pianist

    Virus destroyed all of his hippocampus at a young age

    Complete amnesia - both anterograde (inability to createnew memories) and retrograde (no memory of past)

    http://www.youtube.com/watch?v=WmzU47i2xgw&feature=related

    Bias and Selective Attention:Attention Blindness

    Our cognitive abilities are greatlyinfluenced by what our attention is biasedtoward: Exercise

    Selective Attention Test

    http://www.youtube.com/watch?v=vJG698U2Mvo&feature=related

    Original visual search research by UlrichNeisser (1960s)

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    Inattention Or Change Blindness - ourattention system is often controlled by

    internal biases or processes" We can be look right at something and not

    see it

    " TV show Oblivious

    " A person viewing a visual scene fails to

    detect large changes in the scene due toprior knowledge, assumptions,expectations

    " Top-down...

    " Can you detect the changes in these

    71

    Bottom-up versus top-downprocessing

    Bottom-up processing - A form of attention thatproceeds in a single direction from sensory

    input, through perceptual analysis, towards

    motor output, without involving feedback

    information flowing backwards from higher

    centers to lower centers (Corbetta & Shulman,

    2002, p. 201).

    Salient cues, such as..

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    bias to detect specific pre detrmined information processing

    Bottom up processing is less likely to occur during change or

    blindness

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    During change blindness top-downprocessing occurs more than bottom-

    Top-down processing - The flow of informationis from the higher to lower centers, conveying

    knowledge derived from previous experience

    rather than sensory stimulation (Corbetta &

    Shulman, 2002, p. 201).

    Top-down processing is affected by ourmemories, our goals and expectations, and theamount of knowledge and experience we have in

    a given situation.

    Top-down processing often occurs rapidly andhas qualities linked to awareness, insight, and

    the degree of experience the person has in a

    Summary: Why Random & Variable

    Training Works Better Than Blocked! There are more opportunities to learn how to attend to

    critical cues

    ! Simulates pressure, stress and unpredictable conditions

    ! Greater cognitive effort is expended by the performers

    ! Memory retrieval is enhanced; neural plasticity promoted

    ! Less tendency to learn irrelevant/harmful /artificial/useless movements

    ! Provides more opportunities for performers to figure outwhat is required on their own; develop rapid retrievalskills

    ! More shared problem solving opportunities

    ! Overall - maximizes training of decision making skillsduring physical training

    Limitations of Variable and/orRandom Practice

    Children

    Stroke Patients

    Alzheimer's Patients

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    Random variable processes helps athlees see things they norm

    don't see

    Builds better long term memory skills in a variety of conditions

    More opportunities to learn to attend to critical cues and avoid m

    limitations

    Promotes independence - provides more opportunities for perfor

    figure out what is required on their own

    More shared problem solving opportunities with coaches and tea

    greater confidence in one another

    Overall - neural plasticity is promoted

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    Random/Variable Practice: Is it Recommendedfor Young Children & Beginners?

    " NO

    " Wrisberg & Mead (1983)

    " Coincident or anticipationtiming task

    " 6-8 years olds

    " 2 Constant or blocked groups" Slow light speed" Fast light speed

    " 2 Varied or Random groups" One group had 4 speeds

    presented in random order" One group had 6 reps of

    one speed; 6 reps of otherspeed

    ! Results - Best performanceby the group that had 6 repsof one speed, then 6 reps ofsecond speed, etc.

    ! Conclusion:

    Is Random Variable PracticeEffective For Stroke Patients?

    Random/Variable Practice for StrokePatients?

    ! YES

    ! Hanlon (1996)

    ! 24 stroke patients withhemiparesis (paralysis ofone limb from stroke)

    ! Damage to left parietal areascauses paralysis of right

    arm, and vice versa

    ! Task: open cabinet door,grasp a coffee cup handle

    and place cup on thecounter and release

    ! Success Goal = 3 successful

    ! All patients - attempted task 10xper day until successful

    ! Random group - 1/3 of grouppracticed pointing, touching &grasping tasks

    ! Control group - practiced neither

    ! RESULTS: No difference ingroups during training, but therandom group better inretention

    !

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    children and most novies require blocked training before variable or random training

    / completed more than 10 trials

    Yes random variable practice is good for stroke patients

    Helps heal the brain

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    ApplicationsIs Variable and Random PracticeGood for Alzheimers Patients?

    What is Alzheimers disease?" NO

    " Plaque builds up in the brainand destroys synapticconnections. Cause unknown.Severe memory loss

    " Build up of a protein (betaamyloid) destroys brain tissue

    " Early onset can occur, butmore prevalent in over 70 age;

    Random/Variable Practice: Is ItRecommended for Alzheimer Patients?

    ! Dick et al (1998) - provided blocked or random practicefor patients

    ! No beneficial effects found for random practice;blocked practice best.

    ! Why? Cognitive impairment prevented the beneficialeffects of random practice

    ! Random practice facilitates the development of newneural connections and networks.

    ! Conclusion:

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    Variable and random practice do not work as well in populations with permanent or regressive neural impairment, compared to normal population

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    Practice Scheduling

    ! Is it better to schedule short practices overa longer period of time (ex. 1 hr per day for12 weeks)

    OR! long practices over a shorter period of time

    (ex. 2 hrs per day for 6 weeks)

    ! How is learning, retention & transferaffected?

    ! Which do learners prefer?

    Baddeley & Longman, 1978Design of StudyParticipants: Postal workers in UK

    operating sorting machines

    Task: Typing - goal: 80 wpm/with no errors! What training scheduleis best for

    reaching 80 wpm?

    ! 60 hrs of practice scheduled initially! Plus additional hours added if 80 wpm

    not reached in 60 hrs

    4 Groups" All groups received 60 hours of initial training, followed by extra

    hours until each group averaged 80 wpm

    " Group 1 - 1 hr per day x 5 days/wk x 12 wks= 60 hrs(mostweeks/less time per day)

    " Group 2 - 1 hr x 2/day x 5 days x 6 wks= 60 hrs(mediumweeks/twice per day)

    " Group 3 - 2 hrs x 1/day x 5 days x 6 wks= 60 hrs(mediumweeks/once per day)

    " Group 4 - 2 hrs x 2/day x 5 days x 3 wks= 60 hrs(fewestweeks/most time per day)

    " Hypotheses (Predictions)

    "

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    Results Baddeley & Longman

    90

    80

    70

    60

    50

    40

    Hours of practice retention

    (months)

    Correct keystrokes

    per minute

    40 806050 70 1 3 9

    2 per day for 2 hrs x 3

    I per day for 1 hr x 12 wks

    1 per day for 2 hrs x 6

    2 per day for 1 hr x 6 wks

    Goal

    Data analyzed when min 40 wpm (or more attained)

    Results Baddeley & Longman

    90

    80

    70

    60

    50

    40

    Hours of practice retention

    (months)

    orrect keystrokes

    per minute

    40 806050 70 1 3 9

    2 per day for 2 hrs x 3

    I per day for 1 hr x 12

    1 per day for 2 hrs x 6

    2 per day for 1 hr x 6

    Goal

    Data analyzed when 50 wpm (or more attained)

    Retention test

    procedures

    After training,told not to use a typewriter for3 months

    7 did and wereeliminated

    Retention rateswere deemedquite good -

    high of 70 wpm

    and low of 50.

    Baddeley & LongmanConclusions

    ! Fewest total training hours to reach 80 wpm?

    ! Group 1- 12 wks x 1 hr per day x 5 days/wk = took

    60 hrs! Most training hrs to reach 80 wpm?

    ! Group 4- 3 wk, 2x2 = 80 hrs - blocked in fewestweeks in training

    ! Least satisfied typists?

    ! Group 1 - 12 weeks

    ! Most satisfied typists?

    ! Group 4 - 3 weeks

    ! Advice -

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    Original FigureBaddeley & Longman, 1978

    From original paper: Progress plotted after 40 wpmachieved; note faster earlier progress of 1 x 1 group

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