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日期:2025-02-08 11:57

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:

Bill.

Variables

Measurement methods

(Choice of answers)

Types of data

1

Highest level of education

Primary school

Secondary school University

2

Height

Cm

____

3

Positive attitude towards the use of ChatGPT

Scale 1 (strongly

disagree) to 7 (strongly agree)

4

Use of the TikTok app

Yes/No

(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





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