STestMAP as an alternative for significance test selection / Tang Howe Eng... [et al.]

Tang, Howe Eng and Lau, Ung Hua and Foo, Kien Kheng and Liew, Chin Ying and Chang Yee Hui, Robin (2009) STestMAP as an alternative for significance test selection / Tang Howe Eng... [et al.]. [Research Reports] (Unpublished)

Abstract

One major problem faced by many researchers and students when confronted with the hypothesis testing procedure is to select the relevant statistical test for the purpose of calculating the test statistics. This study aims to determine the effectiveness of STestMAP as a tool to help in the selection of the significance test. It also aims at investigating the flexibility afforded by the STestMAP procedure in catering to the needs of both linear and non-linear users. The research design divides the study into two phases: Phase I where quantitative analysis dominates while Phase II involves qualitative analysis. Four instruments, which consisted of prior knowledge test, pre-test, post-test and interview, were adopted and administered. Data collection was carried out through paper-and-pencil tests and interviews. Both quantitative (descriptive and inferential analyses) and qualitative data analysis techniques were utilized. In Malaysia, a random sample of 49 respondents from two public universities in Sarawak, Malaysia was chosen out of which 6 respondents were purposively selected and interviewed. The Wilcoxon Signed Rank Test showed that there was a statistically significant difference in the pre-test and the post-test for the control group, Z=-3.978, p=0.001 as well as for the experimental group, Z=-4.275, p=0.001. In comparing the gains between the experimental and the control groups, however, the test indicated insignificant difference in the gain scores, Z=-0.142, p=0.887. In Singapore, 29 respondents were selected on a voluntary basis from one of the public universities. Eight respondents were purposively selected and interviewed. Paired t- Test showed that there was significant gain in the pre and post-tests (t=7.678,p=0.001). For both Malaysia and Singapore, a more detailed analysis with programme of study and Cumulative Grade Point Average (CGPA) as independent variables.

Metadata

Item Type: Research Reports
Creators:
Creators
Email / ID Num.
Tang, Howe Eng
UNSPECIFIED
Lau, Ung Hua
UNSPECIFIED
Foo, Kien Kheng
UNSPECIFIED
Liew, Chin Ying
UNSPECIFIED
Chang Yee Hui, Robin
UNSPECIFIED
Subjects: H Social Sciences > HA Statistics > Theory and method of social science statistics > Data processing. Including SPSS
L Education > LB Theory and practice of education > Personality tests
L Education > LB Theory and practice of education > Educational tests and measurements
H Social Sciences > H Social Sciences (General) > Research
Divisions: Universiti Teknologi MARA, Sarawak > Research Management Institute (RMI)
Keywords: STestMAP, Test, Linear and non-linear users
Date: June 2009
URI: https://ir.uitm.edu.my/id/eprint/39008
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