1 Quantitative research technique
BBHM-F15-033
Talha Riaz
BBHM-F15-027
Palvasha kamal
BBHM-F15-024
Babar Ali
BBHM-F15-042
M. Ramzan
BBHM-F15-034
Arslan Khizar
Miss. Shabnum
Course instructor
khan
Superior university Lahore
2 Quantitative research technique
Contents Purpose of the project ................................................................................................................................... 5 Introduction ................................................................................................................................................... 5 Problem statement......................................................................................................................................... 5 “Student’s perception regarding studying abroad and their readiness” .................................................... 5 Variables names and definition ..................................................................................................................... 5 Perception ................................................................................................................................................. 5 Readiness .................................................................................................................................................. 5 Research question ......................................................................................................................................... 5 Research hypothesis ...................................................................................................................................... 6 Alternative hypothesis .............................................................................................................................. 6 Null hypothesis ......................................................................................................................................... 6 Research methodology .................................................................................................................................. 6 Sampling ................................................................................................................................................... 6 Variables Types and Relevant Tests/Tables: ................................................................................................ 6 Categorical Variables: ............................................................................................................................... 6 Scale Variables.......................................................................................................................................... 6 RESULTS ..................................................................................................................................................... 7 Frequency table ......................................................................................................................................... 7 Gender...................................................................................................................................................... 7 Age ............................................................................................................................................................ 7 Total .......................................................................................................................................................... 7 300 ............................................................................................................................................................ 7 100% ......................................................................................................................................................... 7 Qualification ............................................................................................................................................ 7 Total .......................................................................................................................................................... 7 300 ............................................................................................................................................................ 7 100% ......................................................................................................................................................... 7 Previously traveled abroad .................................................................................................................... 7 Total .......................................................................................................................................................... 7 300 ............................................................................................................................................................ 7 100% ......................................................................................................................................................... 7 Interest of studying abroad .................................................................................................................... 7
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3 Quantitative research technique Total .......................................................................................................................................................... 7 300 ............................................................................................................................................................ 7 100% ......................................................................................................................................................... 7 Interpretation ............................................................................................................................................. 7 Descriptive statistics ..................................................................................................................................... 8 Interpretation:............................................................................................................................................ 8 FACTORS OF KMO AND BARTELET ..................................................................................................... 9 Chi square test ............................................................................................................................................... 9 To check the relationship between gender and interest of studying abroad .......................................... 9 Interpretation ........................................................................................................................................... 10 Interpretation ........................................................................................................................................... 10 Kendall's tau-b ........................................................................................................................................ 10 To check the relation between Age education level............................................................................ 10 Interpretation ........................................................................................................................................... 11 Correlation .................................................................................................................................................. 11 To check the relation between reason and participating in abroad study programs ............................ 11 Interpretation ........................................................................................................................................... 12 Regression ................................................................................................................................................... 12 Simple regression .................................................................................................................................... 12 To check the relationship between interest and reason of studying abroad ........................................ 12 Interpretation ........................................................................................................................................... 13 Interpretation ........................................................................................................................................... 13 Regression equation ................................................................................................................................ 13 Multiple regression ..................................................................................................................................... 13 Interpretation ........................................................................................................................................... 14 Regression equation ................................................................................................................................ 14 T-TEST ....................................................................................................................................................... 14 To compare the difference between participation of study abroad programs and gender of respondents ......................................................................................................................................... 14 Interpretation ........................................................................................................................................... 14 Conclusion .................................................................................................................................................. 15 Appendix A ................................................................................................................................................. 15 Appendix B ................................................................................................................................................. 35
Superior university Lahore
4 Quantitative research technique Abroad Study Programs and Participation .................................................................................................. 37 Extracurricular activities ............................................................................................................................. 37
Superior university Lahore
5 Quantitative research technique
Purpose of the project The overall aim of this study is to investigate the perceptions of students in relation to study abroad programs and how much they are ready to participate in study abroad programs. And other factors like (a) Basic level of awareness of available programs; (b) Perceived value of those programs; and (c) Obstacles inhibiting participation as relating to an experience abroad.
Introduction Study abroad programs constitute all educational programs that occur in a foreign country outside of the geographical boundaries of the country of origin, offering students the opportunity to earn academic credit through international experiences Studying abroad is popular and many students leave their actual institute of higher education (HE) for an international experience. The benefits of such experience often focus on later employability and the need for international experienced employees. While student interest reflects the importance of such programs, it is surprising that overall participation rates only few students choosing to study abroad during their undergraduate years. Now a day’s educational institute is providing more opportunities to students for studying abroad by split degree programs but still students are reluctant to participate in such programs
Problem statement “Student’s perception regarding studying abroad and their readiness” Every individual has its own perception based on the personal behavior and the way of their thinking. On the basis of the perception individual makes decision. So perception of studying abroad has been treated as independent and readiness as a dependent variable.
Variables names and definition Perception The way in which something is regarded, understood, or interpreted.
Readiness The state of being fully prepared for something or willingness to do something.
Research question What is the relation between perception of studying abroad and readiness?
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6 Quantitative research technique
Research hypothesis Alternative hypothesis There is a relation between perception of studying abroad and readiness.
Null hypothesis There is no relation between perception of studying abroad and readiness.
Research methodology Sampling For the collection of data survey was conducted among the students of management sciences at University of Lahore and superior university Lahore. Students were asked to express their level of agreement with a series of statements on a four point scale anchored by strongly agree (1) to strongly disagree (4). Age bracket of mainly 18-28 was targeted in order to be able to cater to a variety of demographics to aid the research paper. Students of different program like MBA, B.com Horn and BBA students were included in the research process so as to get a wider scope of information while conducting the research. The research was not restricted to just specific program but aimed at collecting information from other program related students as well. After the collection of data from the targeted group, data analysis is done by using SPSS software.
Variables Types and Relevant Tests/Tables: Categorical Variables:
Age Gender Qualification Traveled abroad Interest
These all are categorical variables
Scale Variables: And others factors that are scale variables on those variables, firstly apply Compute Variable Then Five Figure Summary, Box Plot, Reliability test, Correlation, Regression, are applied
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7 Quantitative research technique
RESULTS Frequency table
Characteristics Gender
Age
Qualification
Previously traveled abroad
Interest of studying abroad
Items
Frequency
%
Male Female Total 18-21 22-25 25-28 Above 28
180 120 300 134 147 12 7
60% 40% 100% 44.7% 49.0% 4.0% 2.3%
Total
300
100%
MPhil Graduation Under graduation Others
1 88 206 5
0.3% 29.3% 68.7% 1.7%
Total
300
100%
For fun For academic program Family work No Missing
93 26 23 149 10
31.0% 8.7% 7.7% 49.3% 3.3%
Total
300
100%
Definitely yes Probably yes Probably no Definitely no
110 115 38 37
36.7% 39.3% 12.7% 12.3%
Total
300
100%
Interpretation The above table shows that out of 300 respondents, 180 (60%) are males students and 120 (40%) are females students, Out of the 300 respondents, 134 (44.7%) students are below the age of 21 years and 147 (49.0%) students are within the age of 22–25 years old. And only 7 students (2.3%) are above the above 28 years old. While Out of 300 respondents, 88 (29.3%) students are holding a graduation degree 206(68.7%) are undergraduate while 5(1.7%) have other qualification
Superior university Lahore
8 Quantitative research technique Out of 300 respondents, 31.0% traveled abroad for fun 8.7% for academic programs 7.7% traveled for family work while 49.3% have not traveled abroad for any reason. Out of 300 respondents, 36.7% students are very much ready to study in abroad while 39.3%have a little bit hesitation on the other hand 12.7% may not want to study abroad while 12.3% clearly not wanted to go.
Descriptive statistics
Items
No of Mini Max. Respon .Val Value dent ue
Mean
1. Reason for studying
300
1
4
2.13111 .609133 1
.371
3.00
2. Participatio n
300
1
4
2.36430 .457774 0
.210
3.00
3. Disengagin g factors
300
1
4
2.62500 .773303 0
.598
3.00
4. Extracurricu lar activities
300
1
4
2.53142 .621245 9
.386
3.00
St, deviatio n
varian Rang ce e
Interpretation: The survey conducted from 300 students of private sector universities. The response of variables varies from 1 to 4 on a four-point Liker scale. The mean value of variable 1 is 2.131111 and has standard deviation .609133 and range of the response is 3.00 While variable two shows the mean value of 2.36430 and have standard deviation of .457774 and variance and range have the values of .210 and 3.00 values respectively. The third variable (disengaging factors) has mean value of 2.625000 and shows standard deviation .773303 and has range of 3.00 On the other hand mean value of extracurricular activities is 2.53142 and shows the standard deviation of .621245 and the value of the range is 3.00 (as shown in above table)
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9 Quantitative research technique
FACTORS OF KMO AND BARTELET Interpretation: The results suggest that the value of KMO for all construct is well above the recommended
Constructs
No. of Items
KMO Measure
Bartlett’s Significant Test Value
Reason of studying
9
.672
245.838
000
Participation
7
.549
191.427
000
Disengaging factors
8
.866
5136.97
000
Extracurricular activities
7
.796
4739.68
000
acceptable level of 0.4 the values are .672 good for Students reason of studying, .549 for participation .866: great for disengaging factors, and .796 for extracurricular activities Bartlett’s test is conducted to check the significance of the relationship between the items of a construct. Table reflects that the p-value of Bartlett’s test is less than standard p-value 0.05. It means we can proceed with factor analysis. Inferential statistics
Chi square test To check the relationship between gender and interest of studying abroad
What is your gender? * Are you interested in studying abroad? Cross tabulation
Are you interested in studying abroad? definitely probably probably definitel yes yes no y no
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Total
10 Quantitative research technique What is your gender?
Male
Count
58
77
24
21
180
66.0
69.0
22.8
22.2
180.0
52
38
14
16
120
Expected Count
44.0
46.0
15.2
14.8
120.0
Count
110
115
38
37
300
110.0
115.0
38.0
37.0
300.0
Expected Count female
Total
Count
Expected Count
Interpretation The table shows that all the expected count is greater than 1 and also fulfilling the assumption of 80% expected count must be greater than 5
Chi-Square Tests Value
Df
Asymp. Sig. (2sided)
Pearson Chi-Square
5.063a
3
.167
Likelihood Ratio
5.079
3
.166
Linear-by-Linear Association
.649
1
.421
N of Valid Cases
300
Interpretation Since all above assumption are fulfilled so sig value Pearson and chi-square shows .167 which is higher than 0.05 which means there is no relation between gender and interest of studying abroad
Kendall's tau-b To check the relation between Age education level Symmetric Measures Value
Asymp. Std. Error
Approx. Tb Approx. Sig.
Ordinal by Ordinal Kendall's tau-b
-.271
.053
-5.015
N of Valid Cases
300
Superior university Lahore
.000
11 Quantitative research technique
Interpretation This test is applied on two categorical variables. Result shows the sig value .000 which is less than the 0.05 which means there is some relation between age and education level of respondents. And according to Cohan’s table there is weak relation and the direction of the relation is negative.
Correlation To check the relation between reason and participating in abroad study programs
The above graph shows that data is normal and since both variables are scale so Pearson correlation will apply on both these variables
abroad study program participation
Pearson Correlation Sig. (2-tailed) N reasons for studying Pearson Correlation Sig. (2-tailed) N **. Correlation is significant at the 0.01 level (2-tailed).
abroad study program participation 1 300 .471** .000 300
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reasons for studying .471** .000 300 1 300
12 Quantitative research technique
Interpretation The purpose of this test is in order to know the relation between reason and participating in abroad study programs. In order to check what are the reasons that the respondents will participate in abroad study programs. The above table shows the sig value of both variables is .000 which shows the relationship exists between two variables. And according to Kohen’s table there is a significant moderate relationship and direction of the relationship is positive.
Regression Simple regression To check the relationship between interest and reason of studying abroad Coefficients Model
Unstandardized Coefficients
Standardized
t
Sig.
Coefficients B (Constant) 1
Are you interested in studying
Std. Error 1.463
.067
.333
.030
Beta
.544
21.954
.000
11.182
.000
abroad? a. Dependent Variable: reasons for studying
Interpretation The purpose of applying this is to know how much dependent variable change due to change in independent variable in this test reason of studying is treated as a dependable and Interest of studying abroad is treated as independent variable. The sig value of coefficient table is .000 which is less than 0.05 indicates that the relationship exists between two variables.
ANOVAa Model
Sum of Squares Df
Mean Square
F
Sig.
Regression
32.790
1
32.790
125.030
.000b
Residual
78.152
298
.262
1
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13 Quantitative research technique Total
110.942
299
a. Dependent Variable: reasons for studying
Interpretation The sig value of anova table shows that the model is fit and acceptable
Model Summary Model R
1
.544a
R Square
Adjusted R Square
Std. Error of the Estimate
.296
.293
.51211
a. Predictors: (Constant), Are you interested in studying abroad?
Interpretation The table shows the R square value .296 which means if independent variable changes 1% then the dependent variable will change 29%
Regression equation Reason of studying =1.463+.333 (studying interest) +Error
Multiple regression
Independent variables DEPENDENT VARIABLE
Disengaging factors
Extracurricular activities
Reasons of studying
Participation in abroad study programs
B value .007
B value .157
B value .319
Adjusted R2 Anova sig value
Sig (.082) .258 .000
Sig (.000) .258 .000
Sig (.000) .258 .000
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14 Quantitative research technique
Constant value
1.271
1.271
1.271
Interpretation The multiple regressions is used to find out the change of dependent variable due to more than one independent variable The above table shows that the sig value of disengaging factors is higher than 0.05 which means there is no relation of disengaging factors to the Participation in abroad study programs while the other two variables shows the relation. The result shows that independable variable changes then dependable variable changes .258%
Regression equation Participation =1.271+.007(D. factors) +.157(EA) +.319(Reasons) +Error
T-TEST To compare the difference between participation of study abroad programs and gender of respondents
Equal variances assumed
Levine’s Test for Equality of Variances Sig.
Sig (2 tailed)
95% Confidence Interval of the Difference Lower
Abroad study participation
.581
.000
.10266 .10082
Mean
Upper .31009 .31193
Male
2.4468
Female
2.2405
Interpretation This test is applied in order to know the difference between the two variables. The above table shows the sig value of leven’s test which indicates the equality of variance. While the 2 tailed sig value is .000 indicates the difference between two variables. And the mean value is showing the difference is .2036%
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15 Quantitative research technique
Conclusion At the end we want conclude that every individual has its own perception based on the personal behavior and the way of their thinking. On the basis of the perception individual makes decision. Based on the above results suggests that the only few students have already been in abroad and they wanted to go again while most of the respondents did not travel abroad for any reason but they showed some interest to visit abroad for study. The above result shows mostly students wants to study abroad because they wanted to broaden their horizons in academic and wanted to experience different teaching and learning methods. While most of the respondents find the registration process quite difficult and in contrast they believe that the participation in such program will benefit for them. The respondents showed some reluctance due some factors like concerns and separation from their family, cultural difference and personal safety concerns. During analysis it has been noticed that male students shows relatively more interest than female students. And the participation of the respondents depends upon the reasons and personal interest of the respondents.
Appendix A current educational level Frequency
Percent
Valid Percent
Cumulative Percent
MPhil
1
.3
.3
.3
88
29.3
29.3
29.7
206
68.7
68.7
98.3
99.00
5
1.7
1.7
100.0
Total
300
100.0
100.0
Graduation Valid
under graduation
Have you previously traveled abroad? Why so? Frequency
Percent
Valid Percent
Cumulative Percent
for fun
93
31.0
31.0
31.0
for academic program
26
8.7
8.7
39.7
family work
23
7.7
7.7
47.3
148
49.3
49.3
96.7
Valid No
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16 Quantitative research technique 99.00
10
3.3
3.3
Total
300
100.0
100.0
100.0
Are you interested in studying abroad? Frequency
Percent
Valid Percent
Cumulative Percent
Valid
definitely yes
110
36.7
36.7
36.7
probably yes
115
38.3
38.3
75.0
probably no
38
12.7
12.7
87.7
definitely no
37
12.3
12.3
100.0
300
100.0
100.0
Total
Statistics Age of respondents Valid
300
N Missing
0
Age of respondents Frequency
Percent
Valid Percent
Cumulative Percent
Valid
18-21
134
44.7
44.7
44.7
22-25
147
49.0
49.0
93.7
25-28
12
4.0
4.0
97.7
7
2.3
2.3
100.0
300
100.0
100.0
above 28 years Total
KMO and Bartlett's Test Kaiser-Meyer-Olkin Measure of Sampling Adequacy.
.672
Approx. Chi-Square
2405.838
Bartlett's Test of Sphericity
df Sig.
36 .000
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17 Quantitative research technique
Communalities Initial
Extraction
I want to experience other cultures
1.000
.745
I want to broaden my horizons in the academic areas
1.000
.983
I want to improve my foreign language competence
1.000
.795
I think that a higher level of English proficiency would
1.000
.461
I particularly wanted to study in the UK
1.000
.604
I want to broaden my academic scope and perspectives
1.000
.615
I want to experience different teaching and learning
1.000
.982
I want to become more independent
1.000
.515
I need a change in my lifestyle
1.000
.590
improve my job prospects
methods
Extraction Method: Principal Component Analysis.
Total Variance Explained Component
Initial Eigenvalues
Total
% of
Cumulative
Variance
%
Extraction Sums of Squared
Rotation Sums of Squared
Loadings
Loadings
Total
% of
Cumulative
Variance
%
Total
% of
Cumulative
Variance
%
1
3.061
34.011
34.011 3.061
34.011
34.011 3.032
33.686
33.686
2
2.097
23.302
57.313 2.097
23.302
57.313 2.113
23.482
57.168
3
1.131
12.567
69.880 1.131
12.567
69.880 1.144
12.712
69.880
4
.903
10.037
79.917
5
.645
7.171
87.088
6
.567
6.296
93.384
7
.357
3.969
97.353
8
.237
2.631
99.984
9
.001
.016
100.000
Extraction Method: Principal Component Analysis.
Component Matrix Component
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18 Quantitative research technique 1 I want to experience other cultures
2
3
.853
.039
-.123
-.176
.974
.057
I want to improve my foreign language competence
.867
.207
-.002
I think that a higher level of English proficiency would
.459
.073
-.495
.563
-.174
.507
I want to broaden my horizons in the academic areas
improve my job prospects I particularly wanted to study in the UK I want to broaden my academic scope and perspectives
.782
-.023
-.058
-.174
.973
.072
I want to become more independent
.616
.344
.134
I need a change in my lifestyle
.044
-.057
.764
I want to experience different teaching and learning methods
Extraction Method: Principal Component Analysis. a. 3 components extracted.
Rotated Component Matrix Component 1 I want to experience other cultures
2
3
.852
-.109
-.078
-.016
.991
-.036
I want to improve my foreign language competence
.889
.065
.029
I think that a higher level of English proficiency would
.485
-.048
-.473
I particularly wanted to study in the UK
.505
-.213
.550
I want to broaden my academic scope and perspectives
.769
-.153
-.012
-.015
.991
-.021
I want to become more independent
.658
.253
.139
I need a change in my lifestyle
.003
.008
.768
I want to broaden my horizons in the academic areas
improve my job prospects
I want to experience different teaching and learning methods
Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization.a a. Rotation converged in 4 iterations.
Component Transformation Matrix Component 1
1
2 .986
3 -.160
.056
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19 Quantitative research technique 2
.164
.983
-.085
3
-.041
.093
.995
Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization.
KMO and Bartlett's Test Kaiser-Meyer-Olkin Measure of Sampling Adequacy.
.549
Approx. Chi-Square Bartlett's Test of Sphericity
191.407
df
21
Sig.
.000
Communalities Initial
Extraction
I have plan to participate in abroad studying programs
1.000
.747
I have specific knowledge regarding the abroad studying
1.000
.751
1.000
.757
I regret not participating in abroad studying programs
1.000
.548
I assume participating in abroad studying programs is of
1.000
.761
1.000
.912
1.000
.653
programs available The registration process of abroad studying programs appears to be quite difficult
no benefit with regard to my chosen field I assume participating in abroad studying programs is of benefit to me I think participation in abroad study programs is a wastage of time and money Extraction Method: Principal Component Analysis.
Total Variance Explained Component
Initial Eigenvalues
Total
% of
Cumulative
Variance
%
Extraction Sums of Squared
Rotation Sums of Squared
Loadings
Loadings
Total
% of
Cumulative
Variance
%
Total
% of
Cumulative
Variance
%
1
1.810
25.855
25.855 1.810
25.855
25.855 1.722
24.604
24.604
2
1.249
17.849
43.704 1.249
17.849
43.704 1.239
17.695
42.299
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20 Quantitative research technique 3
1.066
15.227
58.930 1.066
15.227
58.930 1.123
16.042
58.341
4
1.004
14.344
73.274 1.004
14.344
73.274 1.045
14.933
73.274
5
.833
11.906
85.180
6
.616
8.797
93.977
7
.422
6.023
100.000
Extraction Method: Principal Component Analysis.
Component Matrix Component 1
2
3
4
I have plan to participate in abroad studying programs
.807
.006
.310
.030
I have specific knowledge regarding the abroad studying
.804
-.095
.304
.064
-.198
.263
.577
.562
I regret not participating in abroad studying programs
.615
.177
-.369
.048
I assume participating in abroad studying programs is of
.221
.754
-.300
-.231
.089
-.034
-.529
.789
-.197
.755
.197
.067
programs available The registration process of abroad studying programs appears to be quite difficult
no benefit with regard to my chosen field I assume participating in abroad studying programs is of benefit to me I think participation in abroad study programs is a wastage of time and money Extraction Method: Principal Component Analysis. a. 4 components extracted.
Rotated Component Matrixa Component 1
2
3
4
I have plan to participate in abroad studying programs
.863
.036
.013
-.036
I have specific knowledge regarding the abroad studying
.864
-.064
-.006
-.004
.034
-.046
.866
.065
I regret not participating in abroad studying programs
.451
.339
-.328
.350
I assume participating in abroad studying programs is of
.063
.860
-.130
.018
programs available The registration process of abroad studying programs appears to be quite difficult
no benefit with regard to my chosen field
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21 Quantitative research technique I assume participating in abroad studying programs is of
-.039
-.043
.056
.952
-.144
.612
.496
-.107
benefit to me I think participation in abroad study programs is a wastage of time and money Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization.a a. Rotation converged in 6 iterations.
Component Transformation Matrix Component
1
2
3
4
1
.939
.144
-.270
.155
2
-.038
.934
.356
-.015
3
.334
-.257
.685
-.594
4
.067
-.204
.576
.789
Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization.
KMO and Bartlett's Test Kaiser-Meyer-Olkin Measure of Sampling Adequacy.
.866
Approx. Chi-Square Bartlett's Test of Sphericity
5136.972
df
28
Sig.
.000
Communalities Initial
Extraction
Financial concerns
1.000
.748
Concerns expressed by your parents /guardian
1.000
.985
Separation from family
1.000
.990
Potential language barrier
1.000
.985
Cultural differences’
1.000
.989
Personal safety concerns
1.000
.981
Missing out social activities
1.000
.913
Possibilities of hurting expectations
1.000
.838
Extraction Method: Principal Component Analysis.
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22 Quantitative research technique
Total Variance Explained Component
Initial Eigenvalues
Total
% of
Cumulative
Variance
%
Extraction Sums of Squared
Rotation Sums of Squared
Loadings
Loadings
Total
% of
Cumulative
Variance
%
Total
% of
Cumulative
Variance
%
1
5.539
69.243
69.243 5.539
69.243
69.243 4.845
60.564
60.564
2
1.889
23.613
92.855 1.889
23.613
92.855 2.583
32.292
92.855
3
.387
4.834
97.689
4
.116
1.456
99.145
5
.025
.316
99.461
6
.020
.249
99.710
7
.016
.194
99.904
8
.008
.096
100.000
Extraction Method: Principal Component Analysis.
Component Matrixa Component 1
2
Financial concerns
.485
.716
Concerns expressed by your parents /guardian
.962
-.242
Separation from family
.963
-.251
Potential language barrier
.963
-.241
Cultural differences’
.961
-.256
Personal safety concerns
.955
-.261
Missing out social activities
.612
.734
Possibilities of hurting expectations
.560
.725
Extraction Method: Principal Component Analysis. a. 2 components extracted.
Rotated Component Matrixa Component 1 Financial concerns
2 .124
Superior university Lahore
.856
23 Quantitative research technique Concerns expressed by your parents /guardian
.972
.202
Separation from family
.976
.194
Potential language barrier
.972
.203
Cultural differences’
.976
.189
Personal safety concerns
.973
.182
Missing out social activities
.231
.927
Possibilities of hurting expectations
.188
.896
Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization.a a. Rotation converged in 3 iterations.
Component Transformation Matrix Component
1
2
1
.900
.436
2
-.436
.900
Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization.
KMO and Bartlett's Test Kaiser-Meyer-Olkin Measure of Sampling Adequacy.
.796
Approx. Chi-Square Bartlett's Test of Sphericity
4739.680
Df
21
Sig.
.000
Communalities Initial
Extraction
I prefer living independently
1.000
.988
I love travelling around the world
1.000
.983
I like socializing with foreigners
1.000
.952
I like exercising and taking part in physical activities
1.000
.790
1.000
.972
abroad I want to participate in theatrical based dramas
Superior university Lahore
24 Quantitative research technique I want to portray my culture among foreign students
1.000
.990
I might start working on a part-time basis for earning
1.000
.946
purposes Extraction Method: Principal Component Analysis.
Total Variance Explained Component
Initial Eigenvalues
Total
% of
Cumulative
Variance
%
Extraction Sums of Squared
Rotation Sums of Squared
Loadings
Loadings
Total
% of
Cumulative
Variance
%
Total
% of
Cumulative
Variance
%
1
4.756
67.943
67.943 4.756
67.943
67.943 3.888
55.547
55.547
2
1.866
26.652
94.596 1.866
26.652
94.596 2.733
39.049
94.596
3
.304
4.342
98.937
4
.044
.632
99.570
5
.014
.196
99.765
6
.008
.121
99.886
7
.008
.114
100.000
Extraction Method: Principal Component Analysis.
Component Matrixa Component 1
2
I prefer living independently
.929
-.353
I love travelling around the world
.916
-.378
I like socializing with foreigners
.707
.672
I like exercising and taking part in physical activities
.597
.659
I want to participate in theatrical based dramas
.916
-.365
I want to portray my culture among foreign students
.928
-.358
I might start working on a part-time basis for earning
.704
.671
abroad
purposes Extraction Method: Principal Component Analysis. a. 2 components extracted.
Superior university Lahore
25 Quantitative research technique Rotated Component Matrixa Component 1
2
I prefer living independently
.971
.214
I love travelling around the world
.974
.186
I like socializing with foreigners
.223
.950
I like exercising and taking part in physical activities
.139
.878
I want to participate in theatrical based dramas
.966
.196
I want to portray my culture among foreign students
.973
.209
I might start working on a part-time basis for earning
.221
.947
abroad
purposes
Statistics disengaging factors Valid
300
N Missing
0
Mean
2.6650
Median
2.6250
Mode
2.00
Std. Deviation
.77330
Variance
.598
Range
3.00
Minimum
1.00
Maximum
4.00
Percentiles
25
2.0000
50
2.6250
75
3.3750
Statistics Extracurricular activities Valid
300
N Missing
0
Mean
2.5314
Median
2.5714
Mode
2.57
Superior university Lahore
26 Quantitative research technique Std. Deviation
.62124
Variance
.386
Range
3.00
Minimum
1.00
Maximum
4.00
Percentiles
25
2.1429
50
2.5714
75
2.8571
Statistics abroad study program participation Valid
300
N Missing
0
Mean
2.3643
Median
2.4286
Mode
2.14
Std. Deviation
.45777
Variance
.210
Range
3.00
Minimum
1.00
Maximum
4.00
Percentiles
25
2.1429
50
2.4286
75
2.5714
Statistics reasons for studding Valid
300
N Missing
0
Mean
2.1311
Median
2.0000
Mode Std. Deviation
1.67a .60913
Variance
.371
Range
3.00
Minimum
1.00
Superior university Lahore
27 Quantitative research technique Maximum
4.00
Percentiles
25
1.6667
50
2.0000
75
2.4444
a. Multiple modes exist. The smallest value is shown
What is your gender? * Are you interested in studying abroad? Cross tabulation Are you interested in studying abroad?
Total
definitely yes probably yes probably no definitely no Count
58
77
24
66.0
69.0
22.8
52
38
14
Expected Count
44.0
46.0
15.2
Count
110
115
38
110.0
115.0
38.0
21
180
male Expected Count
22.2 180.0
What is your gender? Count
16
120
female 14.8 120.0 37
300
Total Expected Count
Chi-Square Tests Value
df
Asymp. Sig. (2sided)
5.063a
3
.167
5.079
3
.166
Linear-by-Linear Association
.649
1
.421
N of Valid Cases
300
Pearson Chi-Square Likelihood Ratio
a. 0 cells (0.0%) have expected count less than 5. The minimum expected count is 14.80.
Symmetric Measures Value
Approx. Sig.
Phi
.130
.167
Cramer's V
.130
.167
Nominal by Nominal N of Valid Cases
300
Superior university Lahore
37.0 300.0
28 Quantitative research technique
Case Processing Summary Cases Valid N Are you interested in studying
Missing Percent
300
N
100.0%
Total
Percent 0
0.0%
N
Percent 300
100.0%
abroad? * What is your gender?
Are you interested in studying abroad? * What is your gender? Cross tabulation What is your gender? male Count
Total
female 58
52
110
66.0
44.0
110.0
77
38
115
69.0
46.0
115.0
24
14
38
22.8
15.2
38.0
21
16
37
Expected Count
22.2
14.8
37.0
Count
180
120
300
180.0
120.0
300.0
definitely yes Expected Count Count probably yes Expected Count
Are you interested in studying abroad?
Count probably no Expected Count Count definitely no
Total Expected Count
Chi-Square Tests Value
df
Asymp. Sig. (2sided)
5.063a
3
.167
5.079
3
.166
Linear-by-Linear Association
.649
1
.421
N of Valid Cases
300
Pearson Chi-Square Likelihood Ratio
a. 0 cells (0.0%) have expected count less than 5. The minimum expected count is 14.80.
Symmetric Measures
Superior university Lahore
29 Quantitative research technique Value
Approx. Sig.
Phi
.130
.167
Cramer's V
.130
.167
Nominal by Nominal N of Valid Cases
300
Case Processing Summary Cases Valid N
Missing Percent
current educational level * Age
300
N
Total
Percent
100.0%
0
N
Percent
0.0%
300
100.0%
of respondents
current educational level * Age of respondents Cross tabulation Count Age of respondents 18-21 MPhil graduation
22-25
25-28
Total above 28 years
0
0
0
1
1
20
58
4
6
88
114
84
8
0
206
0
5
0
0
5
134
147
12
7
300
current educational level under graduation 99.00 Total
Symmetric Measures Value Ordinal by Ordinal
Kendall's tau-b
N of Valid Cases
Asymp. Std. Error
-.271 300
a. Not assuming the null hypothesis. b. Using the asymptotic standard error assuming the null hypothesis.
Correlations
Superior university Lahore
.053
Approx. Tb -5.015
Approx. Sig. .000
30 Quantitative research technique abroad study
reasons for
program
studding
participation Pearson Correlation abroad study program participation
Sig. (2-tailed)
.000
N Pearson Correlation reasons for studying
.471**
1
300
300
.471**
1
Sig. (2-tailed)
.000
N
300
300
**. Correlation is significant at the 0.01 level (2-tailed).
Model Summary Model
R
R Square
Adjusted R Square
Std. Error of the Estimate
.544a
1
.296
.293
.51211
a. Predictors: (Constant), Are you interested in studying abroad?
ANOVAa Model
1
Sum of Squares
df
Mean Square
Regression
32.790
1
32.790
Residual
78.152
298
.262
110.942
299
Total
F
Sig. .000b
125.030
a. Dependent Variable: reasons for studying b. Predictors: (Constant), Are you interested in studying abroad?
Coefficients Model
Unstandardized Coefficients
Standardized
t
Sig.
Coefficients B (Constant) 1
Are you interested in studying
Std. Error 1.463
.067
.333
.030
abroad? a. Dependent Variable: reasons for studying
Superior university Lahore
Beta
.544
21.954
.000
11.182
.000
31 Quantitative research technique
Model Summary Model
R
R Square
Adjusted R Square
Std. Error of the Estimate
.402a
1
.162
.153
.42127
a. Predictors: (Constant), Extracurricular activities, what is your gender?, disengaging factors
ANOVAa Model
1
Sum of Squares
df
Mean Square
Regression
10.127
3
3.376
Residual
52.530
296
.177
Total
62.658
299
F
Sig.
19.022
.000b
a. Dependent Variable: abroad study program participation b. Predictors: (Constant), Extracurricular activities, what is your gender?, disengaging factors
Coefficients Model
Unstandardized Coefficients
Standardized
t
Sig.
Coefficients B (Constant) disengaging factors
Std. Error 1.901
.143
.082
.032
-.228 .223
Beta 13.335
.000
.138
2.576
.010
.050
-.245
-4.562
.000
.039
.303
5.682
.000
1 What is your gender? Extracurricular activities
a. Dependent Variable: abroad study program participation
Regression
Variables Entered/Removed Model
Variables Entered
Variables
Method
Removed
Superior university Lahore
32 Quantitative research technique Are you interested
. Enter
in studying abroad?, 1
Extracurricular activities, disengaging factors
a. Dependent Variable: abroad study program participation b. All requested variables entered.
Model Summary Model
R
R Square
Adjusted R Square
Std. Error of the Estimate
.360a
1
.130
.121
.42918
a. Predictors: (Constant), Are you interested in studying abroad?, Extracurricular activities, disengaging factors
ANOVAa Model
Sum of Squares Regression
1
df
Mean Square
8.135
3
2.712
Residual
54.523
296
.184
Total
62.658
299
F
Sig. .000b
14.721
a. Dependent Variable: abroad study program participation b. Predictors: (Constant), Are you interested in studying abroad?, Extracurricular activities, disengaging factors
Coefficients Model
Unstandardized Coefficients
Standardized
t
Sig.
Coefficients B (Constant) 1
Std. Error 1.584
.134
disengaging factors
.044
.033
Extracurricular activities
.200
.040
Superior university Lahore
Beta 11.817
.000
.073
1.327
.185
.272
4.949
.000
33 Quantitative research technique Are you interested in studying
.078
.026
.170
3.039
abroad? a. Dependent Variable: abroad study program participation
Regression
Variables Entered/Removed Model
Variables Entered
Variables
Method
Removed reasons for
. Enter
studying, 1
Extracurricular activities, disengaging factors
a. Dependent Variable: abroad study program participation b. All requested variables entered.
Model Summary Model
R
R Square
Adjusted R Square
Std. Error of the Estimate
.515a
1
.265
.258
.39438
a. Predictors: (Constant), reasons for studying, Extracurricular activities, disengaging factors
ANOVAa Model
1
Sum of Squares
df
Mean Square
Regression
16.618
3
5.539
Residual
46.039
296
.156
Total
62.658
299
F 35.614
a. Dependent Variable: abroad study program participation b. Predictors: (Constant), reasons for studying, Extracurricular activities, disengaging factors
Superior university Lahore
Sig. .000b
.003
34 Quantitative research technique
Coefficients Model
Unstandardized Coefficients
Standardized
t
Sig.
Coefficients B (Constant)
Std. Error
Beta
1.271
.130
9.758
.000
disengaging factors
.007
.030
.011
.222
.825
Extracurricular activities
.157
.038
.213
4.175
.000
reasons for studying
.319
.039
.424
8.092
.000
1
a. Dependent Variable: abroad study program participation
T-Test
Group Statistics What is your gender?
N
Mean
Std. Deviation
Std. Error Mean
abroad study program
male
180
2.4468
.43188
.03219
participation
female
120
2.2405
.46925
.04284
Independent Samples Test Levene's
t-test for Equality of Means
Test for Equality of Variances F
Sig.
t
df
Sig.
Mean
Std. Error
95% Confidence
(2-
Difference
Difference
Interval of the
tailed)
abroad study
Equal
program
variances
participation
assumed
.305
.581 3.916
298
.000
Superior university Lahore
Difference
.20637
.05270
Lower
Upper
.10266
.31009
35 Quantitative research technique Equal
3.851 240.388
.000
.20637
.05358
.10082
.31193
variances not assumed
Appendix B Questionnaire STUDENT’S PERCEPTION REGARDING STUDYING ABROAD AND THEIR READINESS
Dear participant The overall aim of this study is to investigate the perceptions of undergraduate students in relation to study abroad programs and to identify to what extent they are ready to participate in abroad study programs. In order to fulfill the course requirements of Quantitative techniques in Business. It would take hardly 05-10 minutes to fill out this questionnaire It is ensured that all the information will be kept confidential and will be used for the research purpose only. Your cooperation in this regard will be highly appreciated.
Name (optional)
1.
Gender
a)
Male
b)
Female
2.
Age
a)
18-21
b)
22-25
Superior university Lahore
36 Quantitative research technique c)
25-28
d)
Above 28 years .
3. What is your current educational level? A)
MPhil b)
Graduation
c)
under Graduation
d) Others
5. Have you previously traveled abroad? Why so? a)
For fun
b)
For academic program
c)
Family work
d)
others
6. Are you interested in studying abroad? a) Definitely yes
b)
Probably yes
c) Probably no
d)
Definitely no
Please indicate how strongly you agree or disagree with each statement using the scale provided. Please check in the numeric box 1, 2, 3 or 4 in the appropriate column.
SCALE Strongly Disagree Disagree 4 3 Reasons for studying overseas
Agree 2
1
I want to experience other cultures
2
I want to broaden my horizons in the academic areas
3
I want to improve my foreign language competence
4 5
I think that a higher level of English proficiency would improve my job prospects I particularly wanted to study in the UK
6
I want to broaden my academic scope and perspectives
7
I want to experience different teaching and learning methods
8
I want to become more independent
9
I need a change in my lifestyle
Superior university Lahore
Strongly Agree 1 4 3 2
1
37 Quantitative research technique 4
3
2
1
Abroad Study Programs and Participation 1
I have plan to participate in abroad studying programs
2
I have specific knowledge regarding the abroad studying programs available The registration process of abroad studying programs appears to be quite difficult I regret not participating in abroad studying programs
3 4 5 6 7
I assume participating in abroad studying programs is of no benefit with regard to my chosen field I assume participating in abroad studying programs is of benefit to me I think participation in abroad study programs is a wastage of time and money
Factors playing role in disengaging from studying abroad: 1. None
2. Very little
3. Average
1
Financial concerns
2
Concerns expressed by your parents /guardian
3
Separation from family
4
Potential language barrier
5
Cultural differences’
6
Personal safety concerns
7
Missing out social activities
8
Possibilities of hurting expectations
4. Very much 4 1
4
Extracurricular activities 1
I prefer living independently
2
I love travelling around the world
3
I like socializing with foreigners
Superior university Lahore
3
3
2
2
1
1
38 Quantitative research technique 4
I like exercising and taking part in physical activities abroad
5
I want to participate in theatrical based dramas
6
I want to portray my culture among foreign students
7
I might start working on a part-time basis for earning purposes
Superior university Lahore