Chapter 5: APPENDIXES

 

The following pages contain several appendices related to the thesis.

5.1. SUBJECTS INFORMATION SHEET

COGNITIVE EVENT RELATED POTENTIALS DURING A LEARNING TASK

We ask you to take part in this project entirely voluntarily. You can withdraw at any time, even after the recording has started, if you wish.

You are, of course, entitled to ask for more information but we cannot, obviously, tell you the difference between the two patterns you will be looking at, but you will give us your comments.

 

 

 

5.2. QUESTIONAIRE

NEUROLOGICAL ASPECT OF COGNITIVE RELATED POTENTIALS IN A LEARNING TASK

 

ID: --------------

Initials: -------------------- Surname: --------------------------

Age: Sex: Male Female

Address: ----------------------------------------------------------------------------

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Occupation: ------------------------------------------------------------------------

 

Special Habits: --------------------------------------------------------------------

 

Hand: Right ------- Left ------- Mixed -------

 

Height: ------- Weight: -------

 

Medical History:

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  1. How Hard Was the Task?
  2. Easy ------- Moderate ------- Difficult ------- Very Difficult ----

  3. What Was Your Strategy throughout the Task?
  4. --------------------------------------------------------------------------------------

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  5. Did you notice any differences between pattern A & B?
  6. --------------------------------------------------------------------------------------

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  7. Comments:

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 Date of the Test: ----/----/ 19

 

5.3. Edinburgh Handedness Inventory

Please indicate your preferences in the use of hands in the following activities by putting + in the appropriate column.

When preference is so strong that you would never try to use the other hand unless absolutely forced to, put ++.

If in any case you are really indifferent put + in both columns.

Some of the activities require both hands. In these cases the part of the task, or object, for which hand preference is wanted is indicated in brackets.

Please try to answer all the questions, and only leave a blank if you have no experience at all of the object of task.

Left

Right

1

Writing

2

Drawing

3

Throwing

4

Scissors

5

Toothbrush

6

Knife (without fork)

7

Spoon

8

Broom (upper hand)

9

Striking match (match)

10

Opening Box (lid)

Points scored = Sum of the number of (+) signs for each side.

Calculate the laterality percentage (%) as follow:

LP = (Number Of Points For Right - Number Of Points For Left) / Total No. Of Points Scored X 100

5.4. The CuSum

5.4.1. The cusum method:

 

The CUSUM starts at zero, declining in the cusum trend indicate success, and an increasing in the cusum trend indicate failure.

This may be express mathematically as: -

CUSUM (i) = å (Result (i) - Tolerance)

The performance of the subject is seldom perfect; it is usual to allow a certain tolerance 10% (0.1) failure rate (red line ). A subject performance with 90% success will generate a horizontal and the line will move above horizontal for a worse performance. Individual increments for the cusum would then be 1.0 - 0.1 = 0.9 for each failure, and 0 - 0.1 = -0.1 for each success, and the same equation for tolerance 20 % (blue line ), and tolerance 30% (pink line ).

For each graph:

Y-axis: represents the performance

X-axis: represents the 200 trials.

 

5.4.2. Cusum charts for the learning subjects

 

 

 

 

 

 

 

 

 

 

 

 5.4.3. Cusum charts for the non-learning subjects:

 

 

 

 

 

 

 

 

   

 

 

 5.5. Extra Results:

5.5.1. Subjects performance

GROUP

Learners (LFr n=18)

Non-learners (nLFr n=16)

TRIALS

CORRECT %

INCORRECT %

CORRECT %

INCORRECT %

01-010

57.5

38.0

39.4

51.3

11-020

58.9

39.4

46.3

46.3

21-030

60.4

36.2

43.1

48.8

31-040

61.5

33.4

51.9

44.4

41-050

64.9

34.4

46.3

49.4

51-060

68.9

27.8

51.9

46.3

61-070

68.9

32.9

46.9

51.3

71-080

64.3

33.9

54.4

42.5

81-090

64.4

36.7

51.3

45.0

91-100

74.4

23.3

50.0

46.9

101-110

76.7

23.1

49.4

45.0

111-120

70.9

22.4

47.5

50.6

121-130

77.2

21.1

51.9

45.0

131-140

75.7

24.3

58.8

40.6

141-150

78.7

20.2

49.4

49.4

151-160

78.6

20.8

50.6

46.3

161-170

78.6

20.9

50.6

40.6

171-180

78.6

20.3

45.6

46.9

181-190

80.4

18.0

46.3

46.9

191-200

85.6

14.4

50.0

41.9

TOTAL

71.3

27.0

49.1

46.3

Table 5.5.1.1. Shows the performance data comparison for the learners (L) and non-learners (nL) in the first group (Fr). With feedback (F) and without rule (r ).

 

TRIALS

Learners (LFR n= 5)

CORRECT %

INCORRECT %

01-010

70.0

15.5

11-020

75.2

14.2

21-030

73.1

19.2

31-040

94.9

4.2

41-050

83.3

12.5

51-060

88.2

10.1

61-070

90.8

7.5

71-080

83.3

15.0

81-090

79.3

16.0

91-100

70.6

21.0

101-110

79.8

17.6

111-120

83.5

15.7

121-130

76.7

20.8

131-140

79.3

16.7

141-150

94.0

5.1

151-160

86.9

9.8

161-170

86.2

13.8

171-180

94.2

3.8

181-190

94.1

3.9

191-200

89.5

9.8

TOTAL

83.6

12.6

Table 5.5.1.2. Shows the performance data comparison for the learners (L) in the second group (FR). With feedback (F) and with rule (R)

 

  

TRIALS

Learners (Lfr n = 8)

Non-learners (nLfr n = 16)

CORRECT %

INCORRECT %

CORRECT %

INCORRECT %

01-010

55.2

27.1

50.1

36.8

11-020

58.9

15.2

54.1

33.5

21-030

63.2

24.9

47.2

38.7

31-040

54.9

40.3

41.5

37.9

41-050

78.9

10.9

36.5

48.8

51-060

54.6

35.2

40.1

46.8

61-070

79.3

19.8

43.4

47.8

71-080

50.4

30.1

43.7

46.5

81-090

64.5

25.9

47.2

43.2

91-100

65.3

30.1

45.9

44.1

101-110

73.3

21.0

45.8

39.5

111-120

76.9

20.0

36.7

52.7

121-130

78.9

20.1

49.2

42.1

131-140

78.9

21.3

50.9

38.9

141-150

77.5

11.2

52.9

35.9

151-160

78.3

12.2

46.3

43.8

161-170

78.9

13.5

42.3

49.1

171-180

79.7

17.6

41.1

47.9

181-190

76.4

10.9

48.5

40.1

191-200

78.1

4.8

45.6

39.5

TOTAL

70.1

20.6

45.4

42.6

Table 5.5.1.3. Shows the performance data comparison for the learners (L) and non-learners (nL) in the third group (fr), Without feedback (f) and without rule (r)

 

TRIALS

Learners (LfR n = 6)

Non-learners (nLfR n = 9)

CORRECT %

INCORRECT %

CORRECT %

INCORRECT %

01-010

59.2

20.0

58.1

13.2

11-020

66.9

7.5

60.0

29.9

21-030

70.1

10.0

64.9

29.9

31-040

66.9

20.0

61.9

10.2

41-050

75.2

12.5

54.9

30.2

51-060

72.3

7.5

66.8

30.1

61-070

70.1

12.5

60.0

5.2

71-080

84.2

7.3

55.1

29.9

81-090

71.9

20.0

60.0

34.8

91-100

70.1

15.0

50.0

25.9

101-110

74.9

12.0

55.2

34.9

111-120

79.9

10.0

54.6

45.6

121-130

74.8

7.3

50.0

40.4

131-140

70.2

7.5

60.0

25.8

141-150

75.1

20.0

59.3

18.3

151-160

80.1

15.0

48.1

50.2

161-170

75.1

18.0

55.2

40.6

171-180

76.9

15.0

60.0

55.5

181-190

78.9

20.0

61.2

35.2

191-200

80.1

18.0

59.5

30.2

TOTAL

73.6

13.8

57.7

30.8

Table 5.5.1.4. Shows the performance data comparison for the learners (L) and non-learners (nL) in the fourth group (fR). Without feedback (f) and with rule (R)

 

5.5.2. Learner's Event related potentials

In each group we investigate the electrodes locations for within the learners during two different set of experimental conditions (First quartile (Q1) with the fourth quartile (Q4) and (Correct answer trials with the incorrect answers trials during) by using two ways ANOVA repeated measures (experiment conditions X electrodes Locations) tables (5.5.2.1, 2, 3, & 4.) The results revealed that there were statistically significant differences for the central, right-hand side, and all electrodes locations in all four groups (Fr, FR, fr, fR). There was no statistically significant difference for the left-hand side locations except in group FR.

For the experiment conditions correct answers and the incorrect answers the results revealed that there were statistically significant differences when compared by the central, right-hand side, left-hand side, and all electrodes locations

Experimental

condition

Correct / Incorrect answers

First Quartile / Fourth Quartile

Group

DF

F

p value

DF

F

p value

LFr n=18

(1,17)

132.41

0.001

(1,17)

65.44

0.001

LFR n=15

(1,14)

97.70

0.001

(1,14)

103.22

0.001

Lfr n=8

(1, 7)

7.98

0.03

(1, 7)

8.49

0.03

LfR n=6

(1,5)

5.16

0.05

(1,5)

4.49

0.06

Table (5.5.2.1.) shows two ways repeated measures ANOVA test within subject effects of the learners in each group for the central electrodes locations (FPZ, FZ, FCZ, CZ, PZ, POZ, OZ)

Experimental

condition

Correct / Incorrect answers

First Quartile / Fourth Quartile

Group

DF

F

p value

DF

F

p value

LFr n=18

(1,17)

89.63

0.001

(1,17)

56.60

0.06

LFR n=15

(1,14)

57.92

0.01

(1,14)

70.52

0.01

Lfr n=8

(1, 7)

20.91

0.03

(1, 7)

14.20

0.07

LfR n=6

(1,5)

7.05

0.11

(1,5)

8.70

0.09

 

Table (5.5.2.2.) shows two ways repeated measures ANOVA test within subject effects of the learners in each group for left-hand side electrodes locations (F3, F7, ATL, C3, T3, T5, TPL, P3, O1,)

 

Experimental

condition

Correct / Incorrect answers

First Quartile / Fourth Quartile

Group

DF

F

p

DF

F

p

LFr n=18

(1,17)

142.2

0.001

(1,17)

118,30

0.001

LFR n=15

(1,14)

129.45

0.001

(1,14)

81.16

0.001

Lfr n=8

(1, 7)

14.48

0.007

(1, 7)

9.36

0.01

LfR n=6

(1,5)

6.62

0.03

(1,5)

6.38

0.03

 

Table (5.5.2.3.) shows two ways repeated measures ANOVA test within subject effects for the learners in each group by the right-hand side electrodes locations (F4, F8, ATR, C4, T4, T6, TPR, P4, O2).

 

Experimental

condition

Correct / Incorrect answers

First Quartile / Fourth Quartile

Group

DF

F

p value

DF

F

p value

LFr n=18

(1,17)

134.3

0.001

(1,17)

99.90

0.01

LFR n=15

(1,14)

92.11

0.005

(1,14)

53.37

0.04

Lfr n=8

(1, 7)

11.53

0.01

(1, 7)

10.24

0.02

LfR n=6

(1,5)

5.98

0.05

(1,5)

5.43

0.01

 

Table (5.5.2.4.) shows two ways repeated measures ANOVA test within subject effects of the learners in each group for the all electrodes locations (F3, F4, F7, F8, ATL, ATR, C3, C4, T3, T4, T5, T6, TPL, TPR, P3, P4, O1, O2, FPZ, FZ, FCZ, CZ, PZ, POZ, OZ).

 

Tables (5.5.2.5, 6, 7, & 8) show the Statistical analysis of the difference between subjects brain activity while performing the task for each quartile (50 trials), (Q1, Q2, Q3, Q4) X Electrodes locations using two ways repeated measures ANOVA revealed a significant differences of brain activity during quartiles X location. Inspection of these results suggests that the bulk of the within quartile learning effect was restricted to the Fr, and FR groups especially during the last quartile.

Analyzing each group separately supported this impression when the effect of learning across the quartiles was analyzed for group FR. Group fr only showed that there was no significant increasing in the brain activity across the quartile. There was significant increasing in the brain activities of Fr, FR and fR groups from Q1 across to Q4. The ERP for the all-individual electrodes were entered into experiment conditions (Q1, Q2, Q3, and Q4) ANOVA: Significant differences emerged between the ERP elicited by learning processes for each quartile. We can infer that any improvement and changes in the brain activity was transferred from previous learning rather than constituting new learning within that quartile.