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Investigating research students’ perceptions about statistics and its impact on their choice of research approach

In the information society, there is a vast amount of data that needs to be analyzed quantitatively. The ability to perform quantitative analysis based on statistical thinking and data mining, is becoming extremely important. It is important that research students develop positive attitude towards b...

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Detalles Bibliográficos
Autores principales: Dani, Anita, Al Quraan, Elaine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10562852/
https://www.ncbi.nlm.nih.gov/pubmed/37822608
http://dx.doi.org/10.1016/j.heliyon.2023.e20423
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author Dani, Anita
Al Quraan, Elaine
author_facet Dani, Anita
Al Quraan, Elaine
author_sort Dani, Anita
collection PubMed
description In the information society, there is a vast amount of data that needs to be analyzed quantitatively. The ability to perform quantitative analysis based on statistical thinking and data mining, is becoming extremely important. It is important that research students develop positive attitude towards both qualitative and quantitative research approaches. But many research students try to avoid applying quantitative methods in their research and prefer to rely on qualitative research approach due to lack of interest and confidence in statistical skills. This research aims to explore if research students’ choice of research approach is affected by their attitude towards Statistics. 81 research students from three different universities participated in a survey in which there was one open ended question. Quantitative data from the survey was analyzed by using cluster analysis and independent sample t-test was applied to examine differences in the attitudes of masters and doctoral research students. Other data analysis methods, such as cross-tabular analysis, chi-square and ANOVA tests were also applied. Responses to open ended question were analyzed qualitatively by detecting the themes, such as, focus on technique, data or meaning. This study found that students pursuing postgraduate degrees in social science streams are not very keen on using a quantitative research approach. Masters students’ attitudes towards statistics are different than the doctoral students. Findings of our research indicate that the majority of students who think that statistics is only about numeric methods, prefer to go away from it and choose a qualitative approach. Based on the findings, recommendations for changes in curriculum are presented.
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spelling pubmed-105628522023-10-11 Investigating research students’ perceptions about statistics and its impact on their choice of research approach Dani, Anita Al Quraan, Elaine Heliyon Research Article In the information society, there is a vast amount of data that needs to be analyzed quantitatively. The ability to perform quantitative analysis based on statistical thinking and data mining, is becoming extremely important. It is important that research students develop positive attitude towards both qualitative and quantitative research approaches. But many research students try to avoid applying quantitative methods in their research and prefer to rely on qualitative research approach due to lack of interest and confidence in statistical skills. This research aims to explore if research students’ choice of research approach is affected by their attitude towards Statistics. 81 research students from three different universities participated in a survey in which there was one open ended question. Quantitative data from the survey was analyzed by using cluster analysis and independent sample t-test was applied to examine differences in the attitudes of masters and doctoral research students. Other data analysis methods, such as cross-tabular analysis, chi-square and ANOVA tests were also applied. Responses to open ended question were analyzed qualitatively by detecting the themes, such as, focus on technique, data or meaning. This study found that students pursuing postgraduate degrees in social science streams are not very keen on using a quantitative research approach. Masters students’ attitudes towards statistics are different than the doctoral students. Findings of our research indicate that the majority of students who think that statistics is only about numeric methods, prefer to go away from it and choose a qualitative approach. Based on the findings, recommendations for changes in curriculum are presented. Elsevier 2023-09-29 /pmc/articles/PMC10562852/ /pubmed/37822608 http://dx.doi.org/10.1016/j.heliyon.2023.e20423 Text en © 2023 The Authors. Published by Elsevier Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Dani, Anita
Al Quraan, Elaine
Investigating research students’ perceptions about statistics and its impact on their choice of research approach
title Investigating research students’ perceptions about statistics and its impact on their choice of research approach
title_full Investigating research students’ perceptions about statistics and its impact on their choice of research approach
title_fullStr Investigating research students’ perceptions about statistics and its impact on their choice of research approach
title_full_unstemmed Investigating research students’ perceptions about statistics and its impact on their choice of research approach
title_short Investigating research students’ perceptions about statistics and its impact on their choice of research approach
title_sort investigating research students’ perceptions about statistics and its impact on their choice of research approach
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10562852/
https://www.ncbi.nlm.nih.gov/pubmed/37822608
http://dx.doi.org/10.1016/j.heliyon.2023.e20423
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