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“Constantly Working on My Attitude Towards Statistics!” Education Doctoral Students’ Experiences with and Motivations for Learning Statistics
Doctoral students in education-related fields are required to take graduate level statistics courses and often face anxiety and negative attitudes about taking these courses. Using a mixed methods survey research design (N = 95), this study explored students’ experiences with statistics anxiety and...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9380669/ https://www.ncbi.nlm.nih.gov/pubmed/35992196 http://dx.doi.org/10.1007/s10755-022-09621-w |
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author | Cook, Kyle DeMeo Catanzaro, Brooke A. |
author_facet | Cook, Kyle DeMeo Catanzaro, Brooke A. |
author_sort | Cook, Kyle DeMeo |
collection | PubMed |
description | Doctoral students in education-related fields are required to take graduate level statistics courses and often face anxiety and negative attitudes about taking these courses. Using a mixed methods survey research design (N = 95), this study explored students’ experiences with statistics anxiety and how course instructors can support them to mitigate statistics anxiety and improve attitudes. Analyses of quantitative survey data found that students who had never taken a statistics course before beginning their doctoral program, and students that had completed less doctoral coursework had higher negative attitudes towards learning statistics; and older students had higher statistics anxiety. Plans to use research in the future predicted more positive attitudes and lower statistics anxiety. Analysis of qualitative survey data found that students: (1) expressed that their attitude towards learning statistics was very important and played a big role in how they approached their coursework; (2) considered their plans to use research skills in the future as motivation to learn statistics; and (3) believed that their instructors’ attitudes and instructional practices supported learning and decreased statistics anxiety. This study has implications for how statistics and research methods courses are taught in higher education, and how the experiences of graduate students in education may have lasting implications for research use in Prek-12 education settings. |
format | Online Article Text |
id | pubmed-9380669 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-93806692022-08-17 “Constantly Working on My Attitude Towards Statistics!” Education Doctoral Students’ Experiences with and Motivations for Learning Statistics Cook, Kyle DeMeo Catanzaro, Brooke A. Innov High Educ Article Doctoral students in education-related fields are required to take graduate level statistics courses and often face anxiety and negative attitudes about taking these courses. Using a mixed methods survey research design (N = 95), this study explored students’ experiences with statistics anxiety and how course instructors can support them to mitigate statistics anxiety and improve attitudes. Analyses of quantitative survey data found that students who had never taken a statistics course before beginning their doctoral program, and students that had completed less doctoral coursework had higher negative attitudes towards learning statistics; and older students had higher statistics anxiety. Plans to use research in the future predicted more positive attitudes and lower statistics anxiety. Analysis of qualitative survey data found that students: (1) expressed that their attitude towards learning statistics was very important and played a big role in how they approached their coursework; (2) considered their plans to use research skills in the future as motivation to learn statistics; and (3) believed that their instructors’ attitudes and instructional practices supported learning and decreased statistics anxiety. This study has implications for how statistics and research methods courses are taught in higher education, and how the experiences of graduate students in education may have lasting implications for research use in Prek-12 education settings. Springer Netherlands 2022-08-16 2023 /pmc/articles/PMC9380669/ /pubmed/35992196 http://dx.doi.org/10.1007/s10755-022-09621-w Text en © The Author(s), under exclusive licence to Springer Nature B.V. 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Cook, Kyle DeMeo Catanzaro, Brooke A. “Constantly Working on My Attitude Towards Statistics!” Education Doctoral Students’ Experiences with and Motivations for Learning Statistics |
title | “Constantly Working on My Attitude Towards Statistics!” Education Doctoral Students’ Experiences with and Motivations for Learning Statistics |
title_full | “Constantly Working on My Attitude Towards Statistics!” Education Doctoral Students’ Experiences with and Motivations for Learning Statistics |
title_fullStr | “Constantly Working on My Attitude Towards Statistics!” Education Doctoral Students’ Experiences with and Motivations for Learning Statistics |
title_full_unstemmed | “Constantly Working on My Attitude Towards Statistics!” Education Doctoral Students’ Experiences with and Motivations for Learning Statistics |
title_short | “Constantly Working on My Attitude Towards Statistics!” Education Doctoral Students’ Experiences with and Motivations for Learning Statistics |
title_sort | “constantly working on my attitude towards statistics!” education doctoral students’ experiences with and motivations for learning statistics |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9380669/ https://www.ncbi.nlm.nih.gov/pubmed/35992196 http://dx.doi.org/10.1007/s10755-022-09621-w |
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