狠狠撸

狠狠撸Share a Scribd company logo
RESEARCH METHOD
SURVEY TITLE : CORRELATION BETWEEN OFFLINE HANDWRITING IN ENGLIS H LETTERS AND BIG
FIVE PERSONALITY AMONG 40 STUDENTS IN A COLLEGE IN KUALA LUMPUR, MALAYSIA.
? IBM SPSS Statistics v26.0
? Instrument used : IPIP 50-itmes + Graphonomizer
? Survey period : 07/03/2021 - 14/03/2021
OUTLINE
Gender
Age
Course
IPIP 50-items
Graphonomizer
Personality Level
? Data Analysis – Statistical Package for the Social Science version 26 software :
? Analyze | Descriptive Statistics (Crosstabs Bar Charts)
? Analyze | Compare Means | Means
? Graphs | Chart Builder | Bar | Clustered Bar for Factorial ANOVA
? Graphs | Chart Builder | Scatter/Plot | Simple Scatter for Scatter Plot Graph
GENDER
Gender x Age
Gender x Course
Gender x IPIP 50-items
Gender x Graphonomizer
Gender x Personality Level
GENDER X AGE
9
19
7
3
2
0
2
4
6
8
10
12
14
16
18
20
Male Female
Count
Gender
Bar Chart
Age
18-21
22-25
26+
GENDER X COURSE
3
5
1
2 2
3
3
1
3
1
3
3
10
0
2
4
6
8
10
12
Male Female
Count
Gender
Bar Chart
Course
DBA
DGD
DHM
DID
DIT
DMC
DOA
DPS
GENDER X IPIP 50-ITEMS
15.96
17.69
24 24.06
22.42
21.25
17.46
18.44
20.38
21.19
0
5
10
15
20
25
30
Female Male
Count
Gender
Clustered Bar Mean Chart
Extraversion
Agreeableness
Conscientiousness
Neuroticism
Openness
IPIP 50-items
GENDER X GRAPHONOMIZER
2.33
1.75
3.25
2.94
2.33 2.38
4.38
5.44
4.17 4.19
3.96 4.06
7.29 7.38
5.54
5
0
1
2
3
4
5
6
7
8
Female Male
Count
Gender
Clustered Bar Mean Chart
Independence
Assertive
Submissiveness
Perfectionism
Ambition
Aggression
Extraversion
Worldiness
Graphonomizer
GENDER X PERSONALITY LEVEL (INDEPENDENCE)
10
13
1
4
5
4
3
0
2
4
6
8
10
12
14
Male Female
Count
Gender
Bar Chart
Independence
None
Mild
Moderate
Extreme
GENDER X PERSONALITY LEVEL (ASSERTIVE)
7
10
1 1
3
2
3
8
1
2 2
0
2
4
6
8
10
12
Male Female
Count
Gender
Bar Chart
Assertive
None
Very Mild
Mild
Moderate
Extreme
Very Extreme
GENDER X PERSONALITY LEVEL (SUBMISSIVENESS)
11
17
1
2
1
1
2
5
0
2
4
6
8
10
12
14
16
18
Male Female
Count
Gender
Bar Chart
Submissiveness
None
Very Mild
Moderate
Extreme
Very Extreme
GENDER X PERSONALITY LEVEL (PERFECTIONISM)
1
4
3
4
2 2
4
8
2
4
4
2
0
1
2
3
4
5
6
7
8
9
Male Female
Count
Gender
Bar Chart
Perfectionism
None
Very Mild
Mild
Moderate
Extreme
Very Extreme
GENDER X PERSONALITY LEVEL (AMBITION)
6
5
2
8
3
6
2 2
3 3
0
1
2
3
4
5
6
7
8
9
Male Female
Count
Gender
Bar Chart
Ambition
None
Mild
Moderate
Extreme
Very Extreme
GENDER X PERSONALITY LEVEL (AGGRESSION)
3
4
4
12
8
5
1
3
0
2
4
6
8
10
12
14
Male Female
Count
Gender
Bar Chart
Aggression
None
Mild
Moderate
Extreme
GENDER X PERSONALITY LEVEL (EXTRAVERSION)
1 1
4
2
4
4
3
8
13
0
2
4
6
8
10
12
14
Male Female
Count
Gender
Bar Chart
Extraversion
None
Very Mild
Mild
Extreme
Very Extreme
GENDER X PERSONALITY LEVEL (WORLDINESS)
4
5
1
2
5
7
4 4
2
6
0
1
2
3
4
5
6
7
8
Male Female
Count
Gender
Bar Chart
Worldiness
None
Mild
Moderate
Extreme
Very Extreme
AGE
Age x Gender
Age x Course
Age x IPIP 50-items
Age x Graphonomizer
Age x Personality Level
AGE X GENDER
9
7
19
3
2
0
2
4
6
8
10
12
14
16
18
20
18-21 22-25 26+
Count
Age
Bar Chart
Gender
Male
Female
AGE X COURSE
5
2
1
1 1 1
3
1 1
3
2 2
4
9
4
0
1
2
3
4
5
6
7
8
9
10
18-21 22-25 26+
Count
Age
Bar Chart
Course
DBA
DGD
DHM
DID
DIT
DMC
DOA
DPS
AGE X IPIP 50-ITEMS
16
17.4
22
23.64
25 24.5
22.11 21.5 22
17.36
19 19
20.43
21.5
20.5
0
5
10
15
20
25
30
18-21 22-25 26+
Count
Age
Clustered Bar Mean Chart
Extroversion
Agreeableness
Conscientiousness
Neuroticism
Openness
IPIP 50-items
AGE X GRAPHONOMIZER
1.89 2
5.5
3.14
1.9
9
2.36
2.8
0
5.29
3.7 3.5
3.82
5.2
4
3.93
0
5.5
7.93
5.9 6
5.79
3.8
6.5
0
1
2
3
4
5
6
7
8
9
10
18-21 22-25 26+
Count
Age
Clustered Bar Mean Chart
Independence
Assertive
Submissiveness
Perfectionism
Ambition
Aggression
Extraversion
Worldiness
Graphonomizer
AGE X PERSONALITY LEVEL (INDEPENDENCE)
17
6
4
1
5
4
2
1
0
2
4
6
8
10
12
14
16
18
18-21 22-25 26+
Count
Age
Bar Chart
Independence
None
Mild
Moderate
Extreme
AGE X PERSONALITY LEVEL (ASSERTIVE)
10
7
2
4
1
10
1 1
2
1 1
0
2
4
6
8
10
12
18-21 22-25 26+
Count
Age
Bar Chart
Assertive
None
Very Mild
Mild
Moderate
Extreme
Very Extreme
AGE X PERSONALITY LEVEL (SUBMISSIVENESS)
20
6
2
1
3
1
6
1
0
5
10
15
20
25
18-21 22-25 26+
Count
Age
Bar Chart
Submissiveness
None
Very Mild
Moderate
Extreme
Very Extreme
AGE X PERSONALITY LEVEL (PERFECTIONISM)
4
1
3 3
1
3
1
6
5
1
6 6
0
1
2
3
4
5
6
7
18-21 22-25 26+
Count
Age
Bar Chart
Perfectionism
None
Very Mild
Mild
Moderate
Extreme
Very Extreme
AGE X PERSONALITY LEVEL (AMBITION)
9
2
7
2
1
6
2
1
2 2
4
2
0
1
2
3
4
5
6
7
8
9
10
18-21 22-25 26+
Count
Age
Bar Chart
Ambition
None
Mild
Moderate
Extreme
Very Extreme
AGE X PERSONALITY LEVEL (AGGRESSION)
5
2
12
3
1
9
4
2
1 1
0
2
4
6
8
10
12
14
18-21 22-25 26+
Count
Age
Bar Chart
Aggression
None
Mild
Moderate
Extreme
AGE X PERSONALITY LEVEL (EXTRAVERSION)
1
2 2
1
5
1
4
3
17
3
1
0
2
4
6
8
10
12
14
16
18
18-21 22-25 26+
Count
Age
Bar Chart
Extraversion
None
Very Mild
Mild
Extreme
Very Extreme
AGE X PERSONALITY LEVEL (WORLDINESS)
5
4
3
7
4
1
6
1 1
7
1
0
1
2
3
4
5
6
7
8
18-21 22-25 26+
Count
Age
Bar Chart
Worldiness
None
Mild
Moderate
Extreme
Very Extreme
COURSE
Course x Gender
Course x Age
Course x IPIP 50-items
Course x Graphonomizer
Course x Personality Level
COURSE X GENDER
3
1
2 2
3
1 1
3
5
3 3 3
10
0
2
4
6
8
10
12
DBA DGD DHM DID DIT DMC DOA DPS
Count
Course
Bar Chart
Gender
Male
Female
COURSE X AGE
5
1 1
3 3
2
4
9
2
1 1
2
4
1 1
0
1
2
3
4
5
6
7
8
9
10
DBA DGD DHM DID DIT DMC DOA DPS
Count
Course
Bar Chart
Age
18-21
22-25
26+
COURSE X IPIP 50-ITEMS
18.63
10
19.5
21
14
19.5
15.25
14.46
19.5
27.5
25
16
26
22.33
23.5
25
23.69
22.25
24.13
23
18
22
19.67
20.75
23.75
22
20.25
16.75 17 17.5
28
14.33
20.75 20.75
17.15 17
20.63
26
16.5
24
20.67
19.75 19.25
20.85
22.75
0
5
10
15
20
25
30
DBA DGD DHM DID DIT DMC DOA DPS DTM
Count
Course
Clustered Bar Mean Chart
Extraversion
Agreeableness
Conscientiousness
Neuroticism
Openness
IPIP 50-items
COURSE X GRAPHONOMIZER
1
3
2.5
0
1.67
3.25
0
1.62
7.25
2.63
4
0
4
3.33
5 4.75
3
2
1.25
0
6.5
0 0
1.5
0
3
6.5
5.25
9
7.5
7 7
3.75
1.75
4.69
3.75
4.13
0
8
0
3.33
6.5
2.75
4.08
4.5
4.5
5
5.5
0
5.33
4.25 4.25
3.69
2.5
8.25
10
8.5
10
9
8.5
8
5.54
6.25
5.75
8
6.5
10
5.33
7
5
3
8.25
0
2
4
6
8
10
12
DBA DGD DHM DID DIT DMC DOA DPS DTM
Course
Course
Clustered Bar Mean Chart
Independence
Assertive
Submissiveness
Perfectionism
Ambition
Aggression
Extraversion
Worldiness
Graphonomizer
COURSE X PERSONALITY LEVEL (INDEPENDENCE)
6
1 1
2
1
4
8
1 1 1
2
1 1 1 1
2
3
3
0
1
2
3
4
5
6
7
8
9
DBA DGD DHM DID DIT DMC DOA DPS
Count
Course
Bar Chart
Independence
None
Mild
Moderate
Extreme
COURSE X PERSONALITY LEVEL (ASSERTIVE)
4
2
3
1 1
6
1 1
1 1 1
2
2
1
2 2
4
1
1 1 1 1
0
1
2
3
4
5
6
7
DBA DGD DHM DID DIT DMC DOA DPS
Count
Course
Bar Chart
Assertive
None
Very Mild
Mild
Moderate
Extreme
Very Extreme
COURSE X PERSONALITY LEVEL (SUBMISSIVENESS)
7
1
2
3 3
4
8
1
1 1 1
1
1
2
4
0
1
2
3
4
5
6
7
8
9
DBA DGD DHM DID DIT DMC DOA DPS
Count
Course
Bar Chart
Submissiveness
None
Very Mild
Moderate
Extreme
Very Extreme
COURSE X PERSONALITY LEVEL (PERFECTIONISM)
1 1
3
2
1
4
1 1
2
4
1
2 2
3
1 1 1
3
1 1 1
2
1
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
DBA DGD DHM DID DIT DMC DOA DPS
Count
Course
Bar Chart
Perfectionism
None
Very Mild
Mild
Moderate
Extreme
Very Extreme
COURSE X PERSONALITY LEVEL (AMBITION)
3
1 1
2
1
3
1 1 1
2
5
2
3
1 1
2
2
1 1
2
1 1
2
0
1
2
3
4
5
6
DBA DGD DHM DID DIT DMC DOA DPS
Count
Course
Bar Chart
Ambition
None
Mild
Moderate
Extreme
Very Extreme
COURSE X PERSONALITY LEVEL (AGGRESSION)
1
3 3
3
1 1
3 3
5
2
1
2 2
1 1
4
2
1 1
0
1
2
3
4
5
6
DBA DGD DHM DID DIT DMC DOA DPS
Count
Course
Bar Chart
Aggression
None
Mild
Moderate
Extreme
COURSE X PERSONALITY LEVEL (EXTRAVERSION)
1
1 1
3
1
2
3
1 1 1
2 2
6
1 1
2 2 2
3
4
0
1
2
3
4
5
6
7
DBA DGD DHM DID DIT DMC DOA DPS
Count
Course
Bar Chart
Extraversion
None
Very Mild
Mild
Extreme
Very Extreme
COURSE X PERSONALITY LEVEL (WORLDINESS)
1 1
7
1
2
4
1 1 1
2 2
1
2
1 1 1 1 1 1
1
3
1 1
2
0
1
2
3
4
5
6
7
8
DBA DGD DHM DID DIT DMC DOA DPS
Count
Course
Bar Chart
Worldiness
None
Mild
Moderate
Extreme
Very Extreme
IPIP 50-ITEMS
IPIP 50-items x Gender
IPIP 50-items x Age
IPIP 50-items x Course
IPIP 50-ITEMS X GENDER
15.96
24
22.42
17.46
20.38
17.69
24.06
21.25
18.44
21.19
0
5
10
15
20
25
30
Extroversion Agreeableness Conscientiousness Neuroticism Openness
Count
IPIP 50-items
Clustered Bar Mean Chart
Female
Male
Gender
IPIP 50-ITEMS X AGE
16
23.64
22.11
17.36
20.43
17.4
25
21.5
19
21.5
22
24.5
22
19
20.5
0
5
10
15
20
25
30
Extroversion Agreeableness Conscientiousness Neuroticism Openness
Count
IPIP 50-items
Clustered Bar Mean Chart
18-21
22-25
26+
Age
IPIP 50-ITEMS X COURSE
18.63
27.5
24.13
16.75
20.63
10
25
23
17
26
19.5
16
18 17.5
16.5
19.8
23
20.6
19.2
23
14
22.33
19.67
14.33
20.67
19.5
23.5
20.75 20.75
19.75
15.25
25
23.75
20.75
19.25
14.46
23.69
22
17.15
20.85
0
5
10
15
20
25
30
Extroversion Agreeableness Conscientiousness Neuroticism Openness
Count
IPIP 50-items
Chart Title
DBA
DGD
DHM
DID
DIT
DMC
DOA
DPS
Course
GRAPHONOMIZER
Graphonomizer x Gender
Graphonomizer x Age
Graphonomizer x Course
GRAPHONOMIZER X GENDER
1.33
1.79
1.21
2.42 2.38
2.13
3.71
2.96
1.06
1.63
1.25
2.94
2.25 2.25
3.81
2.9
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
Independence Assertive Submissiveness Perfectionism Ambition Aggression Extraversion Worldiness
Count
Graphonomizer
Clustered Bar Mean Chart
Female
Male
Gender
GRAPHONOMIZER X AGE
1.11
1.79
1.25
2.89
2.14 2.11
4.04
3.07
1.2
1
1.4
2
2.8
2.2
3.1
2.1
3
4.5
0
2
2.5
3 3
3.5
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
5
Independence Assertive Submissiveness Perfectionism Ambition Aggression Extraversion Worldiness
Count
Graphonomizer
Chart Title
18-21
22-25
26+
Age
GRAPHONOMIZER X COURSE
0.63
1.5
0.63
2.88
2.25
2.5
4.13
3.13
2 2
0
5
0
3
5
4
1.5
0
3.5
4 4
3
4.5
3.5
3
1.2
2.6
2.4
2.2
1.2
3.6
4.4
1
2
0
3.67
1.67
2.67
4.67
3
2
2.75
0.75
2
3.5
2.25
4.5
3.75
0
2.75
0
1
1.75
2.25
4
2.75
1
1.62 1.62
2.62
2.31
2
2.85
1.62
0
1
2
3
4
5
6
Independence Assertive Submissiveness Perfectionism Ambition Aggression Extraversion Worldiness
Count
Graphonomizer
Chart Title
DBA
DGD
DHM
DID
DIT
DMC
DOA
DPS
Course
PERSONALITY LEVEL
Personality Level x Gender
Personality Level x Age
Personality Level x Course
PERSONALITY LEVEL (INDEPENDENCE) X GENDER
10
1
5
13
4 4
3
0
2
4
6
8
10
12
14
None Mild Moderate Extreme
Count
Independence
Bar Chart
Gender
Male
Female
PERSONALITY LEVEL (ASSERTIVE) X GENDER
7
1
3 3
2
10
1
2
8
1
2
0
2
4
6
8
10
12
None Very Mild Mild Moderate Extreme Very Extreme
Count
Assertive
Bar Chart
Gender
Male
Female
PERSONALITY LEVEL (SUBMISSIVENESS) X GENDER
11
2
1
2
17
1 1
5
0
2
4
6
8
10
12
14
16
18
None Very Mild Moderate Extreme Very Extreme
Count
Submissiveness
Bar Chart
Gender
Male
Female
PERSONALITY LEVEL (PERFECTIONISM) X GENDER
1
3
2
4
2
4
4 4
2
8
4
2
0
1
2
3
4
5
6
7
8
9
None Very Mild Mild Moderate Extreme Very Extreme
Count
Perfectionism
Bar Chart
Gender
Male
Female
PERSONALITY LEVEL (AMBITION) X GENDER
6
2
3
2
3
5
8
6
2
3
0
1
2
3
4
5
6
7
8
9
None Mild Moderate Extreme Very Extreme
Count
Ambition
Bar Chart
Gender
Male
Female
PERSONALITY LEVEL (AGGRESSION) X GENDER
3
4
8
1
4
12
5
3
0
2
4
6
8
10
12
14
None Mild Moderate Extreme
Count
Aggression
Bar Chart
Gender
Male
Female
PERSONALITY LEVEL (EXTRAVERSION) X GENDER
1 1
2
4
8
4 4
3
13
0
2
4
6
8
10
12
14
None Very Mild Mild Extreme Very Extreme
Count
Extraversion
Bar Chart
Gender
Male
Female
PERSONALITY LEVEL (WORLDINESS) X GENDER
4
1
5
4
2
5
2
7
4
6
0
1
2
3
4
5
6
7
8
None Mild Moderate Extreme Very Extreme
Count
Worldiness
Bar Chart
Gender
Male
Female
PERSONALITY LEVEL (INDEPENDENCE) X AGE
17
4
5
2
6
4
1 1
0
2
4
6
8
10
12
14
16
18
None Mild Moderate Extreme
Count
Independence
Bar Chart
Age
18-21
22-25
26+
PERSONALITY LEVEL (ASSERTIVE) X AGE
10
2
4
10
2
7
1 1 1
1 1
0
2
4
6
8
10
12
None Very Mild Mild Moderate Extreme Very Extreme
Count
Assertive
Bar Chart
Age
18-21
22-25
26+
PERSONALITY LEVEL (SUBMISSIVENESS) X AGE
20
1 1
6
6
3
1
2
0
5
10
15
20
25
None Very Mild Moderate Extreme Very Extreme
Count
Submissiveness
Bar Chart
Age
18-21
22-25
26+
PERSONALITY LEVEL (PERFECTIONISM) X AGE
4
3 3
6 6 6
1
3
1
5
1 1
0
1
2
3
4
5
6
7
None Very Mild Mild Moderate Extreme Very Extreme
Count
Perfectionism
Bar Chart
Age
18-21
22-25
26+
PERSONALITY LEVEL (AMBITION) X AGE
9
7
6
2
4
2 2 2 2 2
1 1
0
1
2
3
4
5
6
7
8
9
10
None Mild Moderate Extreme Very Extreme
Count
Ambition
Bar Chart
Age
18-21
22-25
26+
PERSONALITY LEVEL (AGGRESSION) X AGE
5
12
9
2
2
3
4
1
1 1
0
2
4
6
8
10
12
14
None Mild Moderate Extreme
Count
Aggression
Bar Chart
Age
18-21
22-25
26+
PERSONALITY LEVEL (EXTRAVERSION) X AGE
2
5
4
17
1
2
1
3 3
1 1
0
2
4
6
8
10
12
14
16
18
None Very Mild Mild Extreme Very Extreme
Count
Extraversion
Bar Chart
Age
18-21
22-25
26+
PERSONALITY LEVEL (WORLDINESS) X AGE
5
3
7
6
7
4 4
1 1
1 1
0
1
2
3
4
5
6
7
8
None Mild Moderate Extreme Very Extreme
Count
Worldiness
Bar Chart
Age
18-21
22-25
26+
PERSONALITY LEVEL (INDEPENDENCE) X COURSE
6
1 1
1
1 1
1 1
3
2
1
1 1
2
4
8
2
3
0
1
2
3
4
5
6
7
8
9
None Mild Moderate Extreme
Count
Independence
Bar Chart
Course
DBA
DGD
DHM
DID
DIT
DMC
DOA
DPS
PERSONALITY LEVEL (ASSERTIVE) X COURSE
4
1
2
1
1
2
3
1 1
1 1 1
1
2
1
1
2
1
6
2
4
1
0
1
2
3
4
5
6
7
None Very Mild Mild Moderate Extreme Very Extreme
Count
Assertive
Bar Chart
Course
DBA
DGD
DHM
DID
DIT
DMC
DOA
DPS
PERSONALITY LEVEL (SUBMISSIVENESS) X COURSE
7
1
1 1 1
2
1
2
3 3
1
4
8
1
4
0
1
2
3
4
5
6
7
8
9
None Very Mild Moderate Extreme Very Extreme
Count
Submissiveness
Bar Chart
Course
DBA
DGD
DHM
DID
DIT
DMC
DOA
DPS
PERSONALITY LEVEL (PERFECTIONISM) X COURSE
1 1
4
1 1 1
1 1
2 2
1
1
2
1 1
2
3
1
4
2
3 3
1
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
None Very Mild Mild Moderate Extreme Very Extreme
Count
Perfectionism
Bar Chart
Course
DBA
DGD
DHM
DID
DIT
DMC
DOA
DPS
PERSONALITY LEVEL (AMBITION) X COURSE
3
1
2 2
1
2
1 1
3
2
1
1 1 1 1
1
2
1
3
5
2
1
2
0
1
2
3
4
5
6
None Mild Moderate Extreme Very Extreme
Count
Ambition
Bar Chart
Course
DBA
DGD
DHM
DID
DIT
DMC
DOA
DPS
PERSONALITY LEVEL (AGGRESSION) X COURSE
1
3
2 2
1
2
3
1 1
1
2
3
1
3
1
3
5
4
1
0
1
2
3
4
5
6
None Mild Moderate Extreme
Count
Aggression
Bar Chart
Course
DBA
DGD
DHM
DID
DIT
DMC
DOA
DPS
PERSONALITY LEVEL (EXTRAVERSION) X COURSE
1 1
6
1
1 1
2
1
2
1
2
2 2
1
3
1
3 3
2
4
0
1
2
3
4
5
6
7
None Very Mild Mild Extreme Very Extreme
Count
Extraversion
Bar Chart
Course
DBA
DGD
DHM
DID
DIT
DMC
DOA
DPS
PERSONALITY LEVEL (WORLDINESS) X COURSE
1
4
2
1
1
1 1
1 1
3
1 1 1
2
1 1
1
2
1
7
2
1 1
2
0
1
2
3
4
5
6
7
8
None Mild Moderate Extreme Very Extreme
Count
Worldiness
Bar Chart
Course
DBA
DGD
DHM
DID
DIT
DMC
DOA
DPS
SCATTER PLOT GRAPH Extraversion x Extroversion
Extroversion x Extraverion
EXTRAVERSION VS EXTROVERSION
0.00
5.00
10.00
15.00
20.00
25.00
30.00
0.00 2.00 4.00 6.00 8.00 10.00 12.00
Extroversion
Extraversion
EXTROVERSION X EXTRAVERSION
0.00
2.00
4.00
6.00
8.00
10.00
12.00
0.00 5.00 10.00 15.00 20.00 25.00 30.00
Extraversion
Extroversion
THANK YOU!

More Related Content

More from rachelhch (20)

Journal Review related to Constructivism, Psychology, Education | Psychology ...
Journal Review related to Constructivism, Psychology, Education | Psychology ...Journal Review related to Constructivism, Psychology, Education | Psychology ...
Journal Review related to Constructivism, Psychology, Education | Psychology ...
rachelhch
?
InnoTech Company | Business Plan | Entrepreneur
InnoTech Company | Business Plan | EntrepreneurInnoTech Company | Business Plan | Entrepreneur
InnoTech Company | Business Plan | Entrepreneur
rachelhch
?
Psychology of Learning: Information Processing System & Attention
Psychology of Learning: Information Processing System & AttentionPsychology of Learning: Information Processing System & Attention
Psychology of Learning: Information Processing System & Attention
rachelhch
?
8 Secrets of Success by Richard St. John
8 Secrets of Success by Richard St. John8 Secrets of Success by Richard St. John
8 Secrets of Success by Richard St. John
rachelhch
?
Storyboard Template: Storyline of Commercial Video
Storyboard Template: Storyline of Commercial VideoStoryboard Template: Storyline of Commercial Video
Storyboard Template: Storyline of Commercial Video
rachelhch
?
Research Method
Research MethodResearch Method
Research Method
rachelhch
?
Lifespan Development
Lifespan DevelopmentLifespan Development
Lifespan Development
rachelhch
?
Cognitive Psychology
Cognitive PsychologyCognitive Psychology
Cognitive Psychology
rachelhch
?
Child Development
Child DevelopmentChild Development
Child Development
rachelhch
?
Perception | Gestalt's Law | Cognitive Psychology
Perception | Gestalt's Law | Cognitive PsychologyPerception | Gestalt's Law | Cognitive Psychology
Perception | Gestalt's Law | Cognitive Psychology
rachelhch
?
Scrapbook about Low Income Male Russian
Scrapbook about Low Income Male RussianScrapbook about Low Income Male Russian
Scrapbook about Low Income Male Russian
rachelhch
?
DPS Community Service Presentation
DPS Community Service PresentationDPS Community Service Presentation
DPS Community Service Presentation
rachelhch
?
Cooperative Play with Educational Toys
Cooperative Play with Educational ToysCooperative Play with Educational Toys
Cooperative Play with Educational Toys
rachelhch
?
Child Addicts
Child AddictsChild Addicts
Child Addicts
rachelhch
?
Impacted Earwax
Impacted EarwaxImpacted Earwax
Impacted Earwax
rachelhch
?
Foundation of Psychological Testing
Foundation of Psychological TestingFoundation of Psychological Testing
Foundation of Psychological Testing
rachelhch
?
Abnormal Psychology
Abnormal PsychologyAbnormal Psychology
Abnormal Psychology
rachelhch
?
Alzheimer's Disease (Abnormal Psychology)
Alzheimer's Disease (Abnormal Psychology)Alzheimer's Disease (Abnormal Psychology)
Alzheimer's Disease (Abnormal Psychology)
rachelhch
?
How does Cross-cultural Psychology Influence or Contribute Applications in He...
How does Cross-cultural Psychology Influence or Contribute Applications in He...How does Cross-cultural Psychology Influence or Contribute Applications in He...
How does Cross-cultural Psychology Influence or Contribute Applications in He...
rachelhch
?
OCEAN Model vs HEXACO Model
OCEAN Model vs HEXACO Model OCEAN Model vs HEXACO Model
OCEAN Model vs HEXACO Model
rachelhch
?
Journal Review related to Constructivism, Psychology, Education | Psychology ...
Journal Review related to Constructivism, Psychology, Education | Psychology ...Journal Review related to Constructivism, Psychology, Education | Psychology ...
Journal Review related to Constructivism, Psychology, Education | Psychology ...
rachelhch
?
InnoTech Company | Business Plan | Entrepreneur
InnoTech Company | Business Plan | EntrepreneurInnoTech Company | Business Plan | Entrepreneur
InnoTech Company | Business Plan | Entrepreneur
rachelhch
?
Psychology of Learning: Information Processing System & Attention
Psychology of Learning: Information Processing System & AttentionPsychology of Learning: Information Processing System & Attention
Psychology of Learning: Information Processing System & Attention
rachelhch
?
8 Secrets of Success by Richard St. John
8 Secrets of Success by Richard St. John8 Secrets of Success by Richard St. John
8 Secrets of Success by Richard St. John
rachelhch
?
Storyboard Template: Storyline of Commercial Video
Storyboard Template: Storyline of Commercial VideoStoryboard Template: Storyline of Commercial Video
Storyboard Template: Storyline of Commercial Video
rachelhch
?
Research Method
Research MethodResearch Method
Research Method
rachelhch
?
Lifespan Development
Lifespan DevelopmentLifespan Development
Lifespan Development
rachelhch
?
Cognitive Psychology
Cognitive PsychologyCognitive Psychology
Cognitive Psychology
rachelhch
?
Child Development
Child DevelopmentChild Development
Child Development
rachelhch
?
Perception | Gestalt's Law | Cognitive Psychology
Perception | Gestalt's Law | Cognitive PsychologyPerception | Gestalt's Law | Cognitive Psychology
Perception | Gestalt's Law | Cognitive Psychology
rachelhch
?
Scrapbook about Low Income Male Russian
Scrapbook about Low Income Male RussianScrapbook about Low Income Male Russian
Scrapbook about Low Income Male Russian
rachelhch
?
DPS Community Service Presentation
DPS Community Service PresentationDPS Community Service Presentation
DPS Community Service Presentation
rachelhch
?
Cooperative Play with Educational Toys
Cooperative Play with Educational ToysCooperative Play with Educational Toys
Cooperative Play with Educational Toys
rachelhch
?
Impacted Earwax
Impacted EarwaxImpacted Earwax
Impacted Earwax
rachelhch
?
Foundation of Psychological Testing
Foundation of Psychological TestingFoundation of Psychological Testing
Foundation of Psychological Testing
rachelhch
?
Abnormal Psychology
Abnormal PsychologyAbnormal Psychology
Abnormal Psychology
rachelhch
?
Alzheimer's Disease (Abnormal Psychology)
Alzheimer's Disease (Abnormal Psychology)Alzheimer's Disease (Abnormal Psychology)
Alzheimer's Disease (Abnormal Psychology)
rachelhch
?
How does Cross-cultural Psychology Influence or Contribute Applications in He...
How does Cross-cultural Psychology Influence or Contribute Applications in He...How does Cross-cultural Psychology Influence or Contribute Applications in He...
How does Cross-cultural Psychology Influence or Contribute Applications in He...
rachelhch
?
OCEAN Model vs HEXACO Model
OCEAN Model vs HEXACO Model OCEAN Model vs HEXACO Model
OCEAN Model vs HEXACO Model
rachelhch
?

Recently uploaded (20)

办理魁北克大学成绩单触购买加拿大鲍蚕础惭成绩单文凭定制
办理魁北克大学成绩单触购买加拿大鲍蚕础惭成绩单文凭定制办理魁北克大学成绩单触购买加拿大鲍蚕础惭成绩单文凭定制
办理魁北克大学成绩单触购买加拿大鲍蚕础惭成绩单文凭定制
taqyed
?
Presentation1.pptx for data and table analysis
Presentation1.pptx for data and table analysisPresentation1.pptx for data and table analysis
Presentation1.pptx for data and table analysis
vatsalsingla4
?
Introduction to Java Programming for High School by 狠狠撸sgo.pptx
Introduction to Java Programming for High School by 狠狠撸sgo.pptxIntroduction to Java Programming for High School by 狠狠撸sgo.pptx
Introduction to Java Programming for High School by 狠狠撸sgo.pptx
mirhuzaifahali
?
加拿大成绩单购买原版(顿补濒毕业证书)戴尔豪斯大学毕业证文凭
加拿大成绩单购买原版(顿补濒毕业证书)戴尔豪斯大学毕业证文凭加拿大成绩单购买原版(顿补濒毕业证书)戴尔豪斯大学毕业证文凭
加拿大成绩单购买原版(顿补濒毕业证书)戴尔豪斯大学毕业证文凭
taqyed
?
Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Que...
Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Que...Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Que...
Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Que...
suchanadatta3
?
Introduction Lecture 01 Data Science.pdf
Introduction Lecture 01 Data Science.pdfIntroduction Lecture 01 Data Science.pdf
Introduction Lecture 01 Data Science.pdf
messagetome133
?
Lesson 9- Data Governance and Ethics.pptx
Lesson 9- Data Governance and Ethics.pptxLesson 9- Data Governance and Ethics.pptx
Lesson 9- Data Governance and Ethics.pptx
1045858
?
100680-05-Eucharist_Orientation_Sessions.pdf
100680-05-Eucharist_Orientation_Sessions.pdf100680-05-Eucharist_Orientation_Sessions.pdf
100680-05-Eucharist_Orientation_Sessions.pdf
jacobdivina9
?
643663189-Q4W3-Synthesize-Information-1-pptx.pptx
643663189-Q4W3-Synthesize-Information-1-pptx.pptx643663189-Q4W3-Synthesize-Information-1-pptx.pptx
643663189-Q4W3-Synthesize-Information-1-pptx.pptx
rossanthonytan130
?
AI + Disability. Coded Futures: Better opportunities or biased outcomes?
AI + Disability. Coded Futures: Better opportunities or biased outcomes?AI + Disability. Coded Futures: Better opportunities or biased outcomes?
AI + Disability. Coded Futures: Better opportunities or biased outcomes?
Christine Hemphill
?
Introduction to database and analysis software’s suitable for.pptx
Introduction to database and analysis software’s suitable for.pptxIntroduction to database and analysis software’s suitable for.pptx
Introduction to database and analysis software’s suitable for.pptx
nabinparajuli9
?
Stasiun kernel pengolahan kelapa sawit indonesia
Stasiun kernel pengolahan kelapa sawit indonesiaStasiun kernel pengolahan kelapa sawit indonesia
Stasiun kernel pengolahan kelapa sawit indonesia
fikrimanurung1
?
MTC Supply Chain Management Strategy.pptx
MTC Supply Chain Management Strategy.pptxMTC Supply Chain Management Strategy.pptx
MTC Supply Chain Management Strategy.pptx
Rakshit Porwal
?
Updated Willow 2025 Media Deck_Updated010325.pdf
Updated Willow 2025 Media Deck_Updated010325.pdfUpdated Willow 2025 Media Deck_Updated010325.pdf
Updated Willow 2025 Media Deck_Updated010325.pdf
tangramcommunication
?
IFRS Finance Powerpoint ppt Finance D.pptx
IFRS Finance Powerpoint  ppt Finance D.pptxIFRS Finance Powerpoint  ppt Finance D.pptx
IFRS Finance Powerpoint ppt Finance D.pptx
amantiwari2091
?
"MIAO Ecosystem Financial Management PPT
"MIAO Ecosystem Financial Management PPT"MIAO Ecosystem Financial Management PPT
"MIAO Ecosystem Financial Management PPT
miao22
?
data mining tools.pptxvdvjdggmgmgelmgleg
data mining tools.pptxvdvjdggmgmgelmglegdata mining tools.pptxvdvjdggmgmgelmgleg
data mining tools.pptxvdvjdggmgmgelmgleg
1052LaxmanrajS
?
Valkey 101 - SCaLE 22x March 2025 Stokes.pdf
Valkey 101 - SCaLE 22x March 2025 Stokes.pdfValkey 101 - SCaLE 22x March 2025 Stokes.pdf
Valkey 101 - SCaLE 22x March 2025 Stokes.pdf
Dave Stokes
?
april 2024 paper 2 ms. english non fiction
april 2024 paper 2 ms. english non fictionapril 2024 paper 2 ms. english non fiction
april 2024 paper 2 ms. english non fiction
omokoredeolasunbomi
?
HIRE MUYERN TRUST HACKER FOR AUTHENTIC CYBER SERVICES
HIRE MUYERN TRUST HACKER FOR AUTHENTIC CYBER SERVICESHIRE MUYERN TRUST HACKER FOR AUTHENTIC CYBER SERVICES
HIRE MUYERN TRUST HACKER FOR AUTHENTIC CYBER SERVICES
anastasiapenova16
?
办理魁北克大学成绩单触购买加拿大鲍蚕础惭成绩单文凭定制
办理魁北克大学成绩单触购买加拿大鲍蚕础惭成绩单文凭定制办理魁北克大学成绩单触购买加拿大鲍蚕础惭成绩单文凭定制
办理魁北克大学成绩单触购买加拿大鲍蚕础惭成绩单文凭定制
taqyed
?
Presentation1.pptx for data and table analysis
Presentation1.pptx for data and table analysisPresentation1.pptx for data and table analysis
Presentation1.pptx for data and table analysis
vatsalsingla4
?
Introduction to Java Programming for High School by 狠狠撸sgo.pptx
Introduction to Java Programming for High School by 狠狠撸sgo.pptxIntroduction to Java Programming for High School by 狠狠撸sgo.pptx
Introduction to Java Programming for High School by 狠狠撸sgo.pptx
mirhuzaifahali
?
加拿大成绩单购买原版(顿补濒毕业证书)戴尔豪斯大学毕业证文凭
加拿大成绩单购买原版(顿补濒毕业证书)戴尔豪斯大学毕业证文凭加拿大成绩单购买原版(顿补濒毕业证书)戴尔豪斯大学毕业证文凭
加拿大成绩单购买原版(顿补濒毕业证书)戴尔豪斯大学毕业证文凭
taqyed
?
Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Que...
Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Que...Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Que...
Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Que...
suchanadatta3
?
Introduction Lecture 01 Data Science.pdf
Introduction Lecture 01 Data Science.pdfIntroduction Lecture 01 Data Science.pdf
Introduction Lecture 01 Data Science.pdf
messagetome133
?
Lesson 9- Data Governance and Ethics.pptx
Lesson 9- Data Governance and Ethics.pptxLesson 9- Data Governance and Ethics.pptx
Lesson 9- Data Governance and Ethics.pptx
1045858
?
100680-05-Eucharist_Orientation_Sessions.pdf
100680-05-Eucharist_Orientation_Sessions.pdf100680-05-Eucharist_Orientation_Sessions.pdf
100680-05-Eucharist_Orientation_Sessions.pdf
jacobdivina9
?
643663189-Q4W3-Synthesize-Information-1-pptx.pptx
643663189-Q4W3-Synthesize-Information-1-pptx.pptx643663189-Q4W3-Synthesize-Information-1-pptx.pptx
643663189-Q4W3-Synthesize-Information-1-pptx.pptx
rossanthonytan130
?
AI + Disability. Coded Futures: Better opportunities or biased outcomes?
AI + Disability. Coded Futures: Better opportunities or biased outcomes?AI + Disability. Coded Futures: Better opportunities or biased outcomes?
AI + Disability. Coded Futures: Better opportunities or biased outcomes?
Christine Hemphill
?
Introduction to database and analysis software’s suitable for.pptx
Introduction to database and analysis software’s suitable for.pptxIntroduction to database and analysis software’s suitable for.pptx
Introduction to database and analysis software’s suitable for.pptx
nabinparajuli9
?
Stasiun kernel pengolahan kelapa sawit indonesia
Stasiun kernel pengolahan kelapa sawit indonesiaStasiun kernel pengolahan kelapa sawit indonesia
Stasiun kernel pengolahan kelapa sawit indonesia
fikrimanurung1
?
MTC Supply Chain Management Strategy.pptx
MTC Supply Chain Management Strategy.pptxMTC Supply Chain Management Strategy.pptx
MTC Supply Chain Management Strategy.pptx
Rakshit Porwal
?
Updated Willow 2025 Media Deck_Updated010325.pdf
Updated Willow 2025 Media Deck_Updated010325.pdfUpdated Willow 2025 Media Deck_Updated010325.pdf
Updated Willow 2025 Media Deck_Updated010325.pdf
tangramcommunication
?
IFRS Finance Powerpoint ppt Finance D.pptx
IFRS Finance Powerpoint  ppt Finance D.pptxIFRS Finance Powerpoint  ppt Finance D.pptx
IFRS Finance Powerpoint ppt Finance D.pptx
amantiwari2091
?
"MIAO Ecosystem Financial Management PPT
"MIAO Ecosystem Financial Management PPT"MIAO Ecosystem Financial Management PPT
"MIAO Ecosystem Financial Management PPT
miao22
?
data mining tools.pptxvdvjdggmgmgelmgleg
data mining tools.pptxvdvjdggmgmgelmglegdata mining tools.pptxvdvjdggmgmgelmgleg
data mining tools.pptxvdvjdggmgmgelmgleg
1052LaxmanrajS
?
Valkey 101 - SCaLE 22x March 2025 Stokes.pdf
Valkey 101 - SCaLE 22x March 2025 Stokes.pdfValkey 101 - SCaLE 22x March 2025 Stokes.pdf
Valkey 101 - SCaLE 22x March 2025 Stokes.pdf
Dave Stokes
?
april 2024 paper 2 ms. english non fiction
april 2024 paper 2 ms. english non fictionapril 2024 paper 2 ms. english non fiction
april 2024 paper 2 ms. english non fiction
omokoredeolasunbomi
?
HIRE MUYERN TRUST HACKER FOR AUTHENTIC CYBER SERVICES
HIRE MUYERN TRUST HACKER FOR AUTHENTIC CYBER SERVICESHIRE MUYERN TRUST HACKER FOR AUTHENTIC CYBER SERVICES
HIRE MUYERN TRUST HACKER FOR AUTHENTIC CYBER SERVICES
anastasiapenova16
?

Research Method Survey Results in Clustered Bar Charts

  • 1. RESEARCH METHOD SURVEY TITLE : CORRELATION BETWEEN OFFLINE HANDWRITING IN ENGLIS H LETTERS AND BIG FIVE PERSONALITY AMONG 40 STUDENTS IN A COLLEGE IN KUALA LUMPUR, MALAYSIA. ? IBM SPSS Statistics v26.0 ? Instrument used : IPIP 50-itmes + Graphonomizer ? Survey period : 07/03/2021 - 14/03/2021
  • 2. OUTLINE Gender Age Course IPIP 50-items Graphonomizer Personality Level ? Data Analysis – Statistical Package for the Social Science version 26 software : ? Analyze | Descriptive Statistics (Crosstabs Bar Charts) ? Analyze | Compare Means | Means ? Graphs | Chart Builder | Bar | Clustered Bar for Factorial ANOVA ? Graphs | Chart Builder | Scatter/Plot | Simple Scatter for Scatter Plot Graph
  • 3. GENDER Gender x Age Gender x Course Gender x IPIP 50-items Gender x Graphonomizer Gender x Personality Level
  • 4. GENDER X AGE 9 19 7 3 2 0 2 4 6 8 10 12 14 16 18 20 Male Female Count Gender Bar Chart Age 18-21 22-25 26+
  • 5. GENDER X COURSE 3 5 1 2 2 3 3 1 3 1 3 3 10 0 2 4 6 8 10 12 Male Female Count Gender Bar Chart Course DBA DGD DHM DID DIT DMC DOA DPS
  • 6. GENDER X IPIP 50-ITEMS 15.96 17.69 24 24.06 22.42 21.25 17.46 18.44 20.38 21.19 0 5 10 15 20 25 30 Female Male Count Gender Clustered Bar Mean Chart Extraversion Agreeableness Conscientiousness Neuroticism Openness IPIP 50-items
  • 7. GENDER X GRAPHONOMIZER 2.33 1.75 3.25 2.94 2.33 2.38 4.38 5.44 4.17 4.19 3.96 4.06 7.29 7.38 5.54 5 0 1 2 3 4 5 6 7 8 Female Male Count Gender Clustered Bar Mean Chart Independence Assertive Submissiveness Perfectionism Ambition Aggression Extraversion Worldiness Graphonomizer
  • 8. GENDER X PERSONALITY LEVEL (INDEPENDENCE) 10 13 1 4 5 4 3 0 2 4 6 8 10 12 14 Male Female Count Gender Bar Chart Independence None Mild Moderate Extreme
  • 9. GENDER X PERSONALITY LEVEL (ASSERTIVE) 7 10 1 1 3 2 3 8 1 2 2 0 2 4 6 8 10 12 Male Female Count Gender Bar Chart Assertive None Very Mild Mild Moderate Extreme Very Extreme
  • 10. GENDER X PERSONALITY LEVEL (SUBMISSIVENESS) 11 17 1 2 1 1 2 5 0 2 4 6 8 10 12 14 16 18 Male Female Count Gender Bar Chart Submissiveness None Very Mild Moderate Extreme Very Extreme
  • 11. GENDER X PERSONALITY LEVEL (PERFECTIONISM) 1 4 3 4 2 2 4 8 2 4 4 2 0 1 2 3 4 5 6 7 8 9 Male Female Count Gender Bar Chart Perfectionism None Very Mild Mild Moderate Extreme Very Extreme
  • 12. GENDER X PERSONALITY LEVEL (AMBITION) 6 5 2 8 3 6 2 2 3 3 0 1 2 3 4 5 6 7 8 9 Male Female Count Gender Bar Chart Ambition None Mild Moderate Extreme Very Extreme
  • 13. GENDER X PERSONALITY LEVEL (AGGRESSION) 3 4 4 12 8 5 1 3 0 2 4 6 8 10 12 14 Male Female Count Gender Bar Chart Aggression None Mild Moderate Extreme
  • 14. GENDER X PERSONALITY LEVEL (EXTRAVERSION) 1 1 4 2 4 4 3 8 13 0 2 4 6 8 10 12 14 Male Female Count Gender Bar Chart Extraversion None Very Mild Mild Extreme Very Extreme
  • 15. GENDER X PERSONALITY LEVEL (WORLDINESS) 4 5 1 2 5 7 4 4 2 6 0 1 2 3 4 5 6 7 8 Male Female Count Gender Bar Chart Worldiness None Mild Moderate Extreme Very Extreme
  • 16. AGE Age x Gender Age x Course Age x IPIP 50-items Age x Graphonomizer Age x Personality Level
  • 17. AGE X GENDER 9 7 19 3 2 0 2 4 6 8 10 12 14 16 18 20 18-21 22-25 26+ Count Age Bar Chart Gender Male Female
  • 18. AGE X COURSE 5 2 1 1 1 1 3 1 1 3 2 2 4 9 4 0 1 2 3 4 5 6 7 8 9 10 18-21 22-25 26+ Count Age Bar Chart Course DBA DGD DHM DID DIT DMC DOA DPS
  • 19. AGE X IPIP 50-ITEMS 16 17.4 22 23.64 25 24.5 22.11 21.5 22 17.36 19 19 20.43 21.5 20.5 0 5 10 15 20 25 30 18-21 22-25 26+ Count Age Clustered Bar Mean Chart Extroversion Agreeableness Conscientiousness Neuroticism Openness IPIP 50-items
  • 20. AGE X GRAPHONOMIZER 1.89 2 5.5 3.14 1.9 9 2.36 2.8 0 5.29 3.7 3.5 3.82 5.2 4 3.93 0 5.5 7.93 5.9 6 5.79 3.8 6.5 0 1 2 3 4 5 6 7 8 9 10 18-21 22-25 26+ Count Age Clustered Bar Mean Chart Independence Assertive Submissiveness Perfectionism Ambition Aggression Extraversion Worldiness Graphonomizer
  • 21. AGE X PERSONALITY LEVEL (INDEPENDENCE) 17 6 4 1 5 4 2 1 0 2 4 6 8 10 12 14 16 18 18-21 22-25 26+ Count Age Bar Chart Independence None Mild Moderate Extreme
  • 22. AGE X PERSONALITY LEVEL (ASSERTIVE) 10 7 2 4 1 10 1 1 2 1 1 0 2 4 6 8 10 12 18-21 22-25 26+ Count Age Bar Chart Assertive None Very Mild Mild Moderate Extreme Very Extreme
  • 23. AGE X PERSONALITY LEVEL (SUBMISSIVENESS) 20 6 2 1 3 1 6 1 0 5 10 15 20 25 18-21 22-25 26+ Count Age Bar Chart Submissiveness None Very Mild Moderate Extreme Very Extreme
  • 24. AGE X PERSONALITY LEVEL (PERFECTIONISM) 4 1 3 3 1 3 1 6 5 1 6 6 0 1 2 3 4 5 6 7 18-21 22-25 26+ Count Age Bar Chart Perfectionism None Very Mild Mild Moderate Extreme Very Extreme
  • 25. AGE X PERSONALITY LEVEL (AMBITION) 9 2 7 2 1 6 2 1 2 2 4 2 0 1 2 3 4 5 6 7 8 9 10 18-21 22-25 26+ Count Age Bar Chart Ambition None Mild Moderate Extreme Very Extreme
  • 26. AGE X PERSONALITY LEVEL (AGGRESSION) 5 2 12 3 1 9 4 2 1 1 0 2 4 6 8 10 12 14 18-21 22-25 26+ Count Age Bar Chart Aggression None Mild Moderate Extreme
  • 27. AGE X PERSONALITY LEVEL (EXTRAVERSION) 1 2 2 1 5 1 4 3 17 3 1 0 2 4 6 8 10 12 14 16 18 18-21 22-25 26+ Count Age Bar Chart Extraversion None Very Mild Mild Extreme Very Extreme
  • 28. AGE X PERSONALITY LEVEL (WORLDINESS) 5 4 3 7 4 1 6 1 1 7 1 0 1 2 3 4 5 6 7 8 18-21 22-25 26+ Count Age Bar Chart Worldiness None Mild Moderate Extreme Very Extreme
  • 29. COURSE Course x Gender Course x Age Course x IPIP 50-items Course x Graphonomizer Course x Personality Level
  • 30. COURSE X GENDER 3 1 2 2 3 1 1 3 5 3 3 3 10 0 2 4 6 8 10 12 DBA DGD DHM DID DIT DMC DOA DPS Count Course Bar Chart Gender Male Female
  • 31. COURSE X AGE 5 1 1 3 3 2 4 9 2 1 1 2 4 1 1 0 1 2 3 4 5 6 7 8 9 10 DBA DGD DHM DID DIT DMC DOA DPS Count Course Bar Chart Age 18-21 22-25 26+
  • 32. COURSE X IPIP 50-ITEMS 18.63 10 19.5 21 14 19.5 15.25 14.46 19.5 27.5 25 16 26 22.33 23.5 25 23.69 22.25 24.13 23 18 22 19.67 20.75 23.75 22 20.25 16.75 17 17.5 28 14.33 20.75 20.75 17.15 17 20.63 26 16.5 24 20.67 19.75 19.25 20.85 22.75 0 5 10 15 20 25 30 DBA DGD DHM DID DIT DMC DOA DPS DTM Count Course Clustered Bar Mean Chart Extraversion Agreeableness Conscientiousness Neuroticism Openness IPIP 50-items
  • 33. COURSE X GRAPHONOMIZER 1 3 2.5 0 1.67 3.25 0 1.62 7.25 2.63 4 0 4 3.33 5 4.75 3 2 1.25 0 6.5 0 0 1.5 0 3 6.5 5.25 9 7.5 7 7 3.75 1.75 4.69 3.75 4.13 0 8 0 3.33 6.5 2.75 4.08 4.5 4.5 5 5.5 0 5.33 4.25 4.25 3.69 2.5 8.25 10 8.5 10 9 8.5 8 5.54 6.25 5.75 8 6.5 10 5.33 7 5 3 8.25 0 2 4 6 8 10 12 DBA DGD DHM DID DIT DMC DOA DPS DTM Course Course Clustered Bar Mean Chart Independence Assertive Submissiveness Perfectionism Ambition Aggression Extraversion Worldiness Graphonomizer
  • 34. COURSE X PERSONALITY LEVEL (INDEPENDENCE) 6 1 1 2 1 4 8 1 1 1 2 1 1 1 1 2 3 3 0 1 2 3 4 5 6 7 8 9 DBA DGD DHM DID DIT DMC DOA DPS Count Course Bar Chart Independence None Mild Moderate Extreme
  • 35. COURSE X PERSONALITY LEVEL (ASSERTIVE) 4 2 3 1 1 6 1 1 1 1 1 2 2 1 2 2 4 1 1 1 1 1 0 1 2 3 4 5 6 7 DBA DGD DHM DID DIT DMC DOA DPS Count Course Bar Chart Assertive None Very Mild Mild Moderate Extreme Very Extreme
  • 36. COURSE X PERSONALITY LEVEL (SUBMISSIVENESS) 7 1 2 3 3 4 8 1 1 1 1 1 1 2 4 0 1 2 3 4 5 6 7 8 9 DBA DGD DHM DID DIT DMC DOA DPS Count Course Bar Chart Submissiveness None Very Mild Moderate Extreme Very Extreme
  • 37. COURSE X PERSONALITY LEVEL (PERFECTIONISM) 1 1 3 2 1 4 1 1 2 4 1 2 2 3 1 1 1 3 1 1 1 2 1 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 DBA DGD DHM DID DIT DMC DOA DPS Count Course Bar Chart Perfectionism None Very Mild Mild Moderate Extreme Very Extreme
  • 38. COURSE X PERSONALITY LEVEL (AMBITION) 3 1 1 2 1 3 1 1 1 2 5 2 3 1 1 2 2 1 1 2 1 1 2 0 1 2 3 4 5 6 DBA DGD DHM DID DIT DMC DOA DPS Count Course Bar Chart Ambition None Mild Moderate Extreme Very Extreme
  • 39. COURSE X PERSONALITY LEVEL (AGGRESSION) 1 3 3 3 1 1 3 3 5 2 1 2 2 1 1 4 2 1 1 0 1 2 3 4 5 6 DBA DGD DHM DID DIT DMC DOA DPS Count Course Bar Chart Aggression None Mild Moderate Extreme
  • 40. COURSE X PERSONALITY LEVEL (EXTRAVERSION) 1 1 1 3 1 2 3 1 1 1 2 2 6 1 1 2 2 2 3 4 0 1 2 3 4 5 6 7 DBA DGD DHM DID DIT DMC DOA DPS Count Course Bar Chart Extraversion None Very Mild Mild Extreme Very Extreme
  • 41. COURSE X PERSONALITY LEVEL (WORLDINESS) 1 1 7 1 2 4 1 1 1 2 2 1 2 1 1 1 1 1 1 1 3 1 1 2 0 1 2 3 4 5 6 7 8 DBA DGD DHM DID DIT DMC DOA DPS Count Course Bar Chart Worldiness None Mild Moderate Extreme Very Extreme
  • 42. IPIP 50-ITEMS IPIP 50-items x Gender IPIP 50-items x Age IPIP 50-items x Course
  • 43. IPIP 50-ITEMS X GENDER 15.96 24 22.42 17.46 20.38 17.69 24.06 21.25 18.44 21.19 0 5 10 15 20 25 30 Extroversion Agreeableness Conscientiousness Neuroticism Openness Count IPIP 50-items Clustered Bar Mean Chart Female Male Gender
  • 44. IPIP 50-ITEMS X AGE 16 23.64 22.11 17.36 20.43 17.4 25 21.5 19 21.5 22 24.5 22 19 20.5 0 5 10 15 20 25 30 Extroversion Agreeableness Conscientiousness Neuroticism Openness Count IPIP 50-items Clustered Bar Mean Chart 18-21 22-25 26+ Age
  • 45. IPIP 50-ITEMS X COURSE 18.63 27.5 24.13 16.75 20.63 10 25 23 17 26 19.5 16 18 17.5 16.5 19.8 23 20.6 19.2 23 14 22.33 19.67 14.33 20.67 19.5 23.5 20.75 20.75 19.75 15.25 25 23.75 20.75 19.25 14.46 23.69 22 17.15 20.85 0 5 10 15 20 25 30 Extroversion Agreeableness Conscientiousness Neuroticism Openness Count IPIP 50-items Chart Title DBA DGD DHM DID DIT DMC DOA DPS Course
  • 47. GRAPHONOMIZER X GENDER 1.33 1.79 1.21 2.42 2.38 2.13 3.71 2.96 1.06 1.63 1.25 2.94 2.25 2.25 3.81 2.9 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 Independence Assertive Submissiveness Perfectionism Ambition Aggression Extraversion Worldiness Count Graphonomizer Clustered Bar Mean Chart Female Male Gender
  • 48. GRAPHONOMIZER X AGE 1.11 1.79 1.25 2.89 2.14 2.11 4.04 3.07 1.2 1 1.4 2 2.8 2.2 3.1 2.1 3 4.5 0 2 2.5 3 3 3.5 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5 Independence Assertive Submissiveness Perfectionism Ambition Aggression Extraversion Worldiness Count Graphonomizer Chart Title 18-21 22-25 26+ Age
  • 49. GRAPHONOMIZER X COURSE 0.63 1.5 0.63 2.88 2.25 2.5 4.13 3.13 2 2 0 5 0 3 5 4 1.5 0 3.5 4 4 3 4.5 3.5 3 1.2 2.6 2.4 2.2 1.2 3.6 4.4 1 2 0 3.67 1.67 2.67 4.67 3 2 2.75 0.75 2 3.5 2.25 4.5 3.75 0 2.75 0 1 1.75 2.25 4 2.75 1 1.62 1.62 2.62 2.31 2 2.85 1.62 0 1 2 3 4 5 6 Independence Assertive Submissiveness Perfectionism Ambition Aggression Extraversion Worldiness Count Graphonomizer Chart Title DBA DGD DHM DID DIT DMC DOA DPS Course
  • 50. PERSONALITY LEVEL Personality Level x Gender Personality Level x Age Personality Level x Course
  • 51. PERSONALITY LEVEL (INDEPENDENCE) X GENDER 10 1 5 13 4 4 3 0 2 4 6 8 10 12 14 None Mild Moderate Extreme Count Independence Bar Chart Gender Male Female
  • 52. PERSONALITY LEVEL (ASSERTIVE) X GENDER 7 1 3 3 2 10 1 2 8 1 2 0 2 4 6 8 10 12 None Very Mild Mild Moderate Extreme Very Extreme Count Assertive Bar Chart Gender Male Female
  • 53. PERSONALITY LEVEL (SUBMISSIVENESS) X GENDER 11 2 1 2 17 1 1 5 0 2 4 6 8 10 12 14 16 18 None Very Mild Moderate Extreme Very Extreme Count Submissiveness Bar Chart Gender Male Female
  • 54. PERSONALITY LEVEL (PERFECTIONISM) X GENDER 1 3 2 4 2 4 4 4 2 8 4 2 0 1 2 3 4 5 6 7 8 9 None Very Mild Mild Moderate Extreme Very Extreme Count Perfectionism Bar Chart Gender Male Female
  • 55. PERSONALITY LEVEL (AMBITION) X GENDER 6 2 3 2 3 5 8 6 2 3 0 1 2 3 4 5 6 7 8 9 None Mild Moderate Extreme Very Extreme Count Ambition Bar Chart Gender Male Female
  • 56. PERSONALITY LEVEL (AGGRESSION) X GENDER 3 4 8 1 4 12 5 3 0 2 4 6 8 10 12 14 None Mild Moderate Extreme Count Aggression Bar Chart Gender Male Female
  • 57. PERSONALITY LEVEL (EXTRAVERSION) X GENDER 1 1 2 4 8 4 4 3 13 0 2 4 6 8 10 12 14 None Very Mild Mild Extreme Very Extreme Count Extraversion Bar Chart Gender Male Female
  • 58. PERSONALITY LEVEL (WORLDINESS) X GENDER 4 1 5 4 2 5 2 7 4 6 0 1 2 3 4 5 6 7 8 None Mild Moderate Extreme Very Extreme Count Worldiness Bar Chart Gender Male Female
  • 59. PERSONALITY LEVEL (INDEPENDENCE) X AGE 17 4 5 2 6 4 1 1 0 2 4 6 8 10 12 14 16 18 None Mild Moderate Extreme Count Independence Bar Chart Age 18-21 22-25 26+
  • 60. PERSONALITY LEVEL (ASSERTIVE) X AGE 10 2 4 10 2 7 1 1 1 1 1 0 2 4 6 8 10 12 None Very Mild Mild Moderate Extreme Very Extreme Count Assertive Bar Chart Age 18-21 22-25 26+
  • 61. PERSONALITY LEVEL (SUBMISSIVENESS) X AGE 20 1 1 6 6 3 1 2 0 5 10 15 20 25 None Very Mild Moderate Extreme Very Extreme Count Submissiveness Bar Chart Age 18-21 22-25 26+
  • 62. PERSONALITY LEVEL (PERFECTIONISM) X AGE 4 3 3 6 6 6 1 3 1 5 1 1 0 1 2 3 4 5 6 7 None Very Mild Mild Moderate Extreme Very Extreme Count Perfectionism Bar Chart Age 18-21 22-25 26+
  • 63. PERSONALITY LEVEL (AMBITION) X AGE 9 7 6 2 4 2 2 2 2 2 1 1 0 1 2 3 4 5 6 7 8 9 10 None Mild Moderate Extreme Very Extreme Count Ambition Bar Chart Age 18-21 22-25 26+
  • 64. PERSONALITY LEVEL (AGGRESSION) X AGE 5 12 9 2 2 3 4 1 1 1 0 2 4 6 8 10 12 14 None Mild Moderate Extreme Count Aggression Bar Chart Age 18-21 22-25 26+
  • 65. PERSONALITY LEVEL (EXTRAVERSION) X AGE 2 5 4 17 1 2 1 3 3 1 1 0 2 4 6 8 10 12 14 16 18 None Very Mild Mild Extreme Very Extreme Count Extraversion Bar Chart Age 18-21 22-25 26+
  • 66. PERSONALITY LEVEL (WORLDINESS) X AGE 5 3 7 6 7 4 4 1 1 1 1 0 1 2 3 4 5 6 7 8 None Mild Moderate Extreme Very Extreme Count Worldiness Bar Chart Age 18-21 22-25 26+
  • 67. PERSONALITY LEVEL (INDEPENDENCE) X COURSE 6 1 1 1 1 1 1 1 3 2 1 1 1 2 4 8 2 3 0 1 2 3 4 5 6 7 8 9 None Mild Moderate Extreme Count Independence Bar Chart Course DBA DGD DHM DID DIT DMC DOA DPS
  • 68. PERSONALITY LEVEL (ASSERTIVE) X COURSE 4 1 2 1 1 2 3 1 1 1 1 1 1 2 1 1 2 1 6 2 4 1 0 1 2 3 4 5 6 7 None Very Mild Mild Moderate Extreme Very Extreme Count Assertive Bar Chart Course DBA DGD DHM DID DIT DMC DOA DPS
  • 69. PERSONALITY LEVEL (SUBMISSIVENESS) X COURSE 7 1 1 1 1 2 1 2 3 3 1 4 8 1 4 0 1 2 3 4 5 6 7 8 9 None Very Mild Moderate Extreme Very Extreme Count Submissiveness Bar Chart Course DBA DGD DHM DID DIT DMC DOA DPS
  • 70. PERSONALITY LEVEL (PERFECTIONISM) X COURSE 1 1 4 1 1 1 1 1 2 2 1 1 2 1 1 2 3 1 4 2 3 3 1 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 None Very Mild Mild Moderate Extreme Very Extreme Count Perfectionism Bar Chart Course DBA DGD DHM DID DIT DMC DOA DPS
  • 71. PERSONALITY LEVEL (AMBITION) X COURSE 3 1 2 2 1 2 1 1 3 2 1 1 1 1 1 1 2 1 3 5 2 1 2 0 1 2 3 4 5 6 None Mild Moderate Extreme Very Extreme Count Ambition Bar Chart Course DBA DGD DHM DID DIT DMC DOA DPS
  • 72. PERSONALITY LEVEL (AGGRESSION) X COURSE 1 3 2 2 1 2 3 1 1 1 2 3 1 3 1 3 5 4 1 0 1 2 3 4 5 6 None Mild Moderate Extreme Count Aggression Bar Chart Course DBA DGD DHM DID DIT DMC DOA DPS
  • 73. PERSONALITY LEVEL (EXTRAVERSION) X COURSE 1 1 6 1 1 1 2 1 2 1 2 2 2 1 3 1 3 3 2 4 0 1 2 3 4 5 6 7 None Very Mild Mild Extreme Very Extreme Count Extraversion Bar Chart Course DBA DGD DHM DID DIT DMC DOA DPS
  • 74. PERSONALITY LEVEL (WORLDINESS) X COURSE 1 4 2 1 1 1 1 1 1 3 1 1 1 2 1 1 1 2 1 7 2 1 1 2 0 1 2 3 4 5 6 7 8 None Mild Moderate Extreme Very Extreme Count Worldiness Bar Chart Course DBA DGD DHM DID DIT DMC DOA DPS
  • 75. SCATTER PLOT GRAPH Extraversion x Extroversion Extroversion x Extraverion
  • 76. EXTRAVERSION VS EXTROVERSION 0.00 5.00 10.00 15.00 20.00 25.00 30.00 0.00 2.00 4.00 6.00 8.00 10.00 12.00 Extroversion Extraversion
  • 77. EXTROVERSION X EXTRAVERSION 0.00 2.00 4.00 6.00 8.00 10.00 12.00 0.00 5.00 10.00 15.00 20.00 25.00 30.00 Extraversion Extroversion