SPSS

SPSS (Statistical Package for the Social Sciences)

4.1  Demographic Profiles – Descriptive Frequency Analysis : SPSS : PART A

Respondent’s profile

Variable	Frequency	Percentage (%)
Age 18-20 21-23 24-26 27> Total	28 62 31 19 140	20.0 44.3 22.1 13.6 100.0
Gender Male Female Non-binary Prefer not to say Total	55 81 1 3 140	39.3 57.9 .7 2.1 100.0
Education Undergraduate's Degree Master's Degree Doctorate's Degree Total	76 48 16 140	54.3 34.3 11.4 100.0
Course Science and Technology Arts and Humanities Business and Management Engineering Social Science Languages Others Total	13 19 62 4 9 16 17 140	9.3 13.6 44.3 2.9 6.4 11.4 12.1 100.0
Region East Coast Northern Region Central Region Sabah Sarawak Others Total	37 29 52 8 4 10 140	26.4 20.7 37.1 5.7 2.9 7.1 100.0
University UPSI UITM UNIKL UPM UM OTHERS Total	4 27 58 11 8 32 140	2.9 19.3 41.4 7.9 5.7 22.9 100.0
Connection Very Strong Strong Depends on the weather Slow Total	22 49 62 7 140	15.7 35.0 44.3 5.0 100.0
Provider Maxis Celcom Unifi Digi Others Total	36 40 25 14 25 140	25.7 28.6 17.9 10.0 17.9 100.0

 

4.2 Crosstabulation : SPSS: PART A 

Gender * Education Crosstabulation
		Education			Total
		Undergraduate's Degree	Master's Degree	Doctorate's Degree
Gender	Male	40	10	5	55
	Female	33	38	10	81
	Non-binary	1	0	0	1
	Prefer not to say	2	0	1	3
Total		76	48	16	140

Gender * Education * University Crosstabulation
Count
University			Education			Total
			Undergraduate's Degree	Master's Degree	Doctorate's Degree
UPSI	Gender	Female	1	2	1	4
	Total		1	2	1	4
UITM	Gender	Male	7	3	1	11
		Female	4	9	3	16
	Total		11	12	4	27
UNIKL	Gender	Male	22	5	0	27
		Female	14	15	0	29
		Non-binary	1	0	0	1
		Prefer not to say	0	0	1	1
	Total		37	20	1	58
UPM	Gender	Male	1	0	1	2
		Female	1	7	1	9
	Total		2	7	2	11
UM	Gender	Male	1	0	0	1
		Female	1	2	3	6
		Prefer not to say	1	0	0	1
	Total		3	2	3	8
OTHERS	Gender	Male	9	2	3	14
		Female	12	3	2	17
		Prefer not to say	1	0	0	1
	Total		22	5	5	32
Total	Gender	Male	40	10	5	55
		Female	33	38	10	81
		Non-binary	1	0	0	1
		Prefer not to say	2	0	1	3
	Total		76	48	16	140

Age * Connection Crosstabulation
		Connection				Total
		Very Strong	Strong	Depends on the weather	Slow
Age	18-20	2	9	17	0	28
	21-23	13	20	25	4	62
	24-26	6	12	11	2	31
	27>	1	8	9	1	19
Total		22	49	62	7	140

Age * Connection * Location Crosstabulation
Location							Total
			Very Strong	Strong	Depends on the weather	Slow
East Coast	Age	18-20	0	5	7	0	12
		21-23	3	2	8	2	15
		24-26	2	2	0	0	4
		27>	1	1	4	0	6
	Total		6	10	19	2	37
Northern Region	Age	18-20	0	2	6	0	8
		21-23	1	3	8	1	13
		24-26	2	0	3	0	5
		27>	0	2	1	0	3
	Total		3	7	18	1	29
Central Region	Age	18-20	2	1	4	0	7
		21-23	6	10	6	1	23
		24-26	1	10	6	2	19
		27>	0	2	1	0	3
	Total		9	23	17	3	52
Sabah	Age	21-23	1	2	1		4
		24-26	1	0	1		2
		27>	0	1	1		2
	Total		2	3	3		8
Sarawak	Age	24-26		0	1		1
		27>		2	1		3
	Total			2	2		4
Others	Age	18-20	0	1	0	0	1
		21-23	2	3	2	0	7
		27>	0	0	1	1	2
	Total		2	4	3	1	10
Total	Age	18-20	2	9	17	0	28
		21-23	13	20	25	4	62
		24-26	6	12	11	2	31
		27>	1	8	9	1	19
	Total		22	49	62	7	140