SKKP2023 STATISTICS AND DATA ANALYSIS
FINAL ASSESSMENT ASSIGNMENT (40%)
This assignment contains FOUR QUESTIONS. Answer ALL the questions below. QUESTION 1
a. Specify the data type (nominal, ordinal, interval, ratio) of the variable below:
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Bill.
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Variables
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Measurement methods
(Choice of answers)
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Types of data
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1
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Highest level of education
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Primary school
Secondary school University
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|
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2
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Height
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Cm
____
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3
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Positive attitude towards the use of ChatGPT
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Scale 1 (strongly
disagree) to 7 (strongly agree)
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4
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Use of the TikTok app
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Yes/No
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(4 marks)
b. Based on the SPSS output in Figure 1, answer the questions below.
i. Report the number and percentage of respondents who are married. (1 Marks)
ii. How many respondents are still unmarried? (1 Marks)
iii. Report the number and percentage of respondents with SPM education level and above. (2 marks)
iv. Report the number and percentage of respondents with a household income below USD2,000. (2 marks)
Figure 1
Translation For Figure 1
Pendapatan Isi Rumah – Household Income
Dan ke bawah – and below
Dan ke atas – and above
Status Perkahwinan – Marriage Status
Bujang – Single
Berkahwin – Married
Bercerai – Divorce
Balu/Duda – Single Mom/Dad
Tahap Pendidikan Tertinggi – Highest Level of Education
Setara – Similar level
Sekolah Rendah – Primary School
Sijil Vokasional – Vocational Certificate
Ijazah Sarjana Muda – Bachelor Degree
Ijazah Sarjana – Masters Degree
QUESTION 2
Answer Question 2 based on Figure 2 below.
Figure 2
Translation for Figure 2
Jumlah Perbelanjaan – Total Expenditure
Universiti – University
Figure 2 shows the output of the SPSS of the GrabFood application expenditure comparison test between students of The National University of Malaysia (UKM) and Taylor's University over a week (N=235).
a. What is the name of the type of test that has been conducted? (1 Marks)
b. Write down the zero hypothesis and alternative hypothesis for this test. (2 marks)
c. State the mean value and standard deviation for the total use of the Grab app by UKM and Taylor's University students. (2 marks)
d. What is the p-value of this test that has been conducted? (1 Marks)
e. Report the results of this exam in APA (American Psychological Association) format (4 marks)
QUESTION 3
Answer Question 3 based on Figure 3 below.
Figure 3
Translation for Figure 3
Sokongan Sosial – Social Support
Kesejahteraan Hidup – Life Wellbeing
Tahap Stress – Stress Level
Figure 3 shows the output of SPSS the relationship between three variables that have been studied in a research project on students' well-being levels (N=235).
a. What is the name of the type of test that has been conducted? (1 Marks)
b. Write down alternative hypotheses for each relationship between the variables studied. (3 marks)
c. Report the test results for each relationship between the variables studied in APA format.
Describe the p-value, the correlation value and also the interpretation of the strength of the relationship between the variables. (6 marks)
QUESTION 4
Answer Question 4 based on Figure 4 below.
Figure 4
Translation for Figure 4
Kepuasan Hidup – Life Satisfaction
Sokongan Sosial – Social Support
Figure 4 shows the output of the SPSS test conducted to test the influence of social support on students'level of life satisfaction (N=235).
a. Specify the name of the test that has been conducted. (1 Marks)
b. Write down the zero hypothesis and alternative hypothesis for this test. (2 marks)
c. Report the results of this exam in APA format (7 marks). STATE:
a. the test objective,
b. the total variation,
c. the F-statistic of the test, and
d. the p-value