Ziller’s Probability Model of Test Standardization in The Level of Student’s Test-Anxiety and Attitude Towards Learning Mathematics in Ondo State, Nigeria

The study investigated Ziller’s probability model of test standardization on the level of students’ test-anxiety and attitude towards learning Mathematics among Senior Secondary School Two (SS 2) students in Ondo State, Nigeria. It employed non-experimental, descriptive survey and correlational research design for the study. The sample comprised 600 SS2 students selected through a multistage sampling procedure across the three senatorial districts in Ondo State. Data were collected using three research instruments and analysis was conducted using both descriptive and inferential statistics with hypotheses tested at 0.05 level of significance. Findings showed that there was high guessing tendency in multiple choice tests and also there were differences among the uncorrected scores in multiple choice, two-tier items and Ziller’s standardize multiple-choice test. After applying Ziller’s Model, there was a negative influence on students with very low-test anxiety as reflected by a difference of -1.83. In contrast, students with low and moderate anxiety levels showed a positive influence with a difference of 0.22 and 0.16 respectively. However, there was no significant relationship between test anxiety and academic achievement either before or after the Ziller’s model application. Similar the relationship between two-tier and academic achievement was not significant before (r= -0.27, P >0.05) and after (r=0.22, P >0.05) applying the model. Additionally, there was no significant relationship between attitude towards Mathematics and academic achievement both before and after (r=0.26, P >0.05). The study concluded that Ziller’s model positively influences test-anxiety and attitudes towards Mathematics and recommended its adoption in standardizing test items in Nigeria Secondary Schools.

Authors

Publication Details

Journal
International Journal of Quantitative and Qualitative Research Methods
Published
2025-01-26
DOI
https://doi.org/10.37745/ijqqrm.13/vol13n13245
Primary Topic
Mathematics Education and Pedagogy
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Ziller’s Probability Model of Test Standardization in The Level of Student’s Test-Anxiety and Attitude Towards Learning Mathematics in Ondo State, Nigeria

L. O. Gbore, Thomas Olabode Abe, Samuel Oluwaseyi Olofin, Ogunleye S. Owabumoye et al.
International Journal of Quantitative and Qualitative Research Methods
Mathematics Education and Pedagogy
article

Ziller’s Probability Model of Test Standardization in The Level of Student’s Test-Anxiety and Attitude Towards Learning Mathematics in Ondo State, Nigeria

L. O. Gbore, Thomas Olabode Abe, Samuel Oluwaseyi Olofin, Ogunleye S. Owabumoye, Ayodeji Ajele, Olayiwola J. O. Ogunbadejo
article en

Abstract

The study investigated Ziller’s probability model of test standardization on the level of students’ test-anxiety and attitude towards learning Mathematics among Senior Secondary School Two (SS 2) students in Ondo State, Nigeria. It employed non-experimental, descriptive survey and correlational research design for the study. The sample comprised 600 SS2 students selected through a multistage sampling procedure across the three senatorial districts in Ondo State. Data were collected using three research instruments and analysis was conducted using both descriptive and inferential statistics with hypotheses tested at 0.05 level of significance. Findings showed that there was high guessing tendency in multiple choice tests and also there were differences among the uncorrected scores in multiple choice, two-tier items and Ziller’s standardize multiple-choice test. After applying Ziller’s Model, there was a negative influence on students with very low-test anxiety as reflected by a difference of -1.83. In contrast, students with low and moderate anxiety levels showed a positive influence with a difference of 0.22 and 0.16 respectively. However, there was no significant relationship between test anxiety and academic achievement either before or after the Ziller’s model application. Similar the relationship between two-tier and academic achievement was not significant before (r= -0.27, P >0.05) and after (r=0.22, P >0.05) applying the model. Additionally, there was no significant relationship between attitude towards Mathematics and academic achievement both before and after (r=0.26, P >0.05). The study concluded that Ziller’s model positively influences test-anxiety and attitudes towards Mathematics and recommended its adoption in standardizing test items in Nigeria Secondary Schools.

International Journal of Quantitative and Qualitative Research MethodsVol. 13(1)
Openalex Percentile: Top 65%
Mathematics Education and Pedagogy
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Ziller’s Probability Model of Test Standardization in The Level of Student’s Test-Anxiety and Attitude Towards Learning Mathematics in Ondo State, Nigeria — L. O. Gbore, Thomas Olabode Abe, et al. · International Journal of Quantitative and Qualitative Research Methods (2025) | TGRS Research Map | TGRS