USING BAYESIAN NETWORKS TO UNDERSTAND RELATIONSHIPS AMONG MATH ANXIETY, GENDERS, PERSONALITY TYPES, AND STUDY HABITS AT A UNIVERSITY IN JORDAN

<p style="text-align: justify;">Mathematics is the foundation of all sciences, but most students have problems learning math. Although students’ success in life related to their success in learning, many would not take a math course unless it is their university’s core requirements....

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Main Author: Linda Smail
Format: Article
Language:English
Published: Sriwijaya University 2016-12-01
Series:Journal on Mathematics Education
Online Access:http://ejournal.unsri.ac.id/index.php/jme/article/view/3405
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spelling doaj-63e2d1bc56ed48ecb86c83e260d4eaaa2020-11-24T21:31:38ZengSriwijaya UniversityJournal on Mathematics Education2087-88852407-06102016-12-0181173410.22342/jme.8.1.3405.1873USING BAYESIAN NETWORKS TO UNDERSTAND RELATIONSHIPS AMONG MATH ANXIETY, GENDERS, PERSONALITY TYPES, AND STUDY HABITS AT A UNIVERSITY IN JORDANLinda Smail0Mathematics and Statistics Department, Zayed University<p style="text-align: justify;">Mathematics is the foundation of all sciences, but most students have problems learning math. Although students’ success in life related to their success in learning, many would not take a math course unless it is their university’s core requirements. Multiple reasons exist for students’ poor performance in mathematics, but one prevalent variable worth consideration is the personality type. This work seeks to uncover relationships, if any, between students’ math anxiety and the students’ learning type in learning math and preparing for exams and tests. We use Bayesian networks to link those different variables and detect possible relationships among these variables. The data was obtained from population of 468 students during spring in 2009 at a U.S. institution in Jordan. Not many researches have been performed in the area of math study and personality types so we undertook this study to add to this area of knowledge. The study reveals that math anxiety related to gender, personality type, and study habits among this group of university students.</p> <p style="text-align: justify;"><strong>Keywords</strong>: Mathematics Anxiety, MBTI, Personality Types, Bayesian Networks</p><p style="text-align: justify;"> </p><p style="text-align: justify;"><strong>DOI</strong>: <a href="http://dx.doi.org/10.22342/jme.8.1.3405.17-34" target="_blank">http://dx.doi.org/10.22342/jme.8.1.3405.17-34</a></p>http://ejournal.unsri.ac.id/index.php/jme/article/view/3405
collection DOAJ
language English
format Article
sources DOAJ
author Linda Smail
spellingShingle Linda Smail
USING BAYESIAN NETWORKS TO UNDERSTAND RELATIONSHIPS AMONG MATH ANXIETY, GENDERS, PERSONALITY TYPES, AND STUDY HABITS AT A UNIVERSITY IN JORDAN
Journal on Mathematics Education
author_facet Linda Smail
author_sort Linda Smail
title USING BAYESIAN NETWORKS TO UNDERSTAND RELATIONSHIPS AMONG MATH ANXIETY, GENDERS, PERSONALITY TYPES, AND STUDY HABITS AT A UNIVERSITY IN JORDAN
title_short USING BAYESIAN NETWORKS TO UNDERSTAND RELATIONSHIPS AMONG MATH ANXIETY, GENDERS, PERSONALITY TYPES, AND STUDY HABITS AT A UNIVERSITY IN JORDAN
title_full USING BAYESIAN NETWORKS TO UNDERSTAND RELATIONSHIPS AMONG MATH ANXIETY, GENDERS, PERSONALITY TYPES, AND STUDY HABITS AT A UNIVERSITY IN JORDAN
title_fullStr USING BAYESIAN NETWORKS TO UNDERSTAND RELATIONSHIPS AMONG MATH ANXIETY, GENDERS, PERSONALITY TYPES, AND STUDY HABITS AT A UNIVERSITY IN JORDAN
title_full_unstemmed USING BAYESIAN NETWORKS TO UNDERSTAND RELATIONSHIPS AMONG MATH ANXIETY, GENDERS, PERSONALITY TYPES, AND STUDY HABITS AT A UNIVERSITY IN JORDAN
title_sort using bayesian networks to understand relationships among math anxiety, genders, personality types, and study habits at a university in jordan
publisher Sriwijaya University
series Journal on Mathematics Education
issn 2087-8885
2407-0610
publishDate 2016-12-01
description <p style="text-align: justify;">Mathematics is the foundation of all sciences, but most students have problems learning math. Although students’ success in life related to their success in learning, many would not take a math course unless it is their university’s core requirements. Multiple reasons exist for students’ poor performance in mathematics, but one prevalent variable worth consideration is the personality type. This work seeks to uncover relationships, if any, between students’ math anxiety and the students’ learning type in learning math and preparing for exams and tests. We use Bayesian networks to link those different variables and detect possible relationships among these variables. The data was obtained from population of 468 students during spring in 2009 at a U.S. institution in Jordan. Not many researches have been performed in the area of math study and personality types so we undertook this study to add to this area of knowledge. The study reveals that math anxiety related to gender, personality type, and study habits among this group of university students.</p> <p style="text-align: justify;"><strong>Keywords</strong>: Mathematics Anxiety, MBTI, Personality Types, Bayesian Networks</p><p style="text-align: justify;"> </p><p style="text-align: justify;"><strong>DOI</strong>: <a href="http://dx.doi.org/10.22342/jme.8.1.3405.17-34" target="_blank">http://dx.doi.org/10.22342/jme.8.1.3405.17-34</a></p>
url http://ejournal.unsri.ac.id/index.php/jme/article/view/3405
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