Mathematical Processing Errors and Self-Efficacy Levels in the Use of Mathematics among Pre-Service Science Teachers in Analytical Chemistry Course.

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Title: Mathematical Processing Errors and Self-Efficacy Levels in the Use of Mathematics among Pre-Service Science Teachers in Analytical Chemistry Course.
Authors: CANPOLAT, Erdal1 ecanpolat@firat.edu.tr, AYYILDIZ, Kubra2
Source: International Online Journal of Educational Sciences. Jun2025, Vol. 17 Issue 2, p37-54. 18p.
Subject Terms: *Student teachers, *Mixed methods research, *Statistical correlation, *Achievement tests, Mathematical errors, Self-efficacy, Mathematical chemistry, Analytical chemistry
Abstract: This study aims to explore the relationship between pre-service science teachers' mathematical operation errors in the Analytical Chemistry course and their self-efficacy in applying mathematics within chemistry contexts. A mixed-methods approach was employed, specifically utilizing a convergent parallel design. The study sample consisted of 176 teacher candidates. Two instruments developed by the researchers were used for data collection: the "Achievement Test for Using Mathematics in Analytical Chemistry" and the "Self-Efficacy Scale for the Use of Mathematics in Chemistry." Both content and correlational analyses were performed to interpret achievement, error, and scale scores. Eighteen distinct types of mathematical errors were identified in responses to the achievement test, which were classified into four categories: operational errors, procedural errors, knowledge-based errors, and comprehension errors. The achievement test results indicated that participants exhibited frequent mathematical operation errors. The self-efficacy scores indicated a moderate level of confidence in using mathematics. Correlation analysis revealed that an increase in error scores was associated with a decrease in both achievement and self-efficacy scores. [ABSTRACT FROM AUTHOR]
Copyright of International Online Journal of Educational Sciences is the property of International Online Journal of Educational Sciences and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
Database: Education Research Complete
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  Data: Mathematical Processing Errors and Self-Efficacy Levels in the Use of Mathematics among Pre-Service Science Teachers in Analytical Chemistry Course.
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  Data: <searchLink fieldCode="JN" term="%22International+Online+Journal+of+Educational+Sciences%22">International Online Journal of Educational Sciences</searchLink>. Jun2025, Vol. 17 Issue 2, p37-54. 18p.
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  Data: *<searchLink fieldCode="DE" term="%22Student+teachers%22">Student teachers</searchLink><br />*<searchLink fieldCode="DE" term="%22Mixed+methods+research%22">Mixed methods research</searchLink><br />*<searchLink fieldCode="DE" term="%22Statistical+correlation%22">Statistical correlation</searchLink><br />*<searchLink fieldCode="DE" term="%22Achievement+tests%22">Achievement tests</searchLink><br /><searchLink fieldCode="DE" term="%22Mathematical+errors%22">Mathematical errors</searchLink><br /><searchLink fieldCode="DE" term="%22Self-efficacy%22">Self-efficacy</searchLink><br /><searchLink fieldCode="DE" term="%22Mathematical+chemistry%22">Mathematical chemistry</searchLink><br /><searchLink fieldCode="DE" term="%22Analytical+chemistry%22">Analytical chemistry</searchLink>
– Name: Abstract
  Label: Abstract
  Group: Ab
  Data: This study aims to explore the relationship between pre-service science teachers' mathematical operation errors in the Analytical Chemistry course and their self-efficacy in applying mathematics within chemistry contexts. A mixed-methods approach was employed, specifically utilizing a convergent parallel design. The study sample consisted of 176 teacher candidates. Two instruments developed by the researchers were used for data collection: the "Achievement Test for Using Mathematics in Analytical Chemistry" and the "Self-Efficacy Scale for the Use of Mathematics in Chemistry." Both content and correlational analyses were performed to interpret achievement, error, and scale scores. Eighteen distinct types of mathematical errors were identified in responses to the achievement test, which were classified into four categories: operational errors, procedural errors, knowledge-based errors, and comprehension errors. The achievement test results indicated that participants exhibited frequent mathematical operation errors. The self-efficacy scores indicated a moderate level of confidence in using mathematics. Correlation analysis revealed that an increase in error scores was associated with a decrease in both achievement and self-efficacy scores. [ABSTRACT FROM AUTHOR]
– Name: AbstractSuppliedCopyright
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  Group: Ab
  Data: <i>Copyright of International Online Journal of Educational Sciences is the property of International Online Journal of Educational Sciences and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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      – Type: doi
        Value: 10.15345/iojes.2025.02.002
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      – Code: eng
        Text: English
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        PageCount: 18
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      – SubjectFull: Student teachers
        Type: general
      – SubjectFull: Mixed methods research
        Type: general
      – SubjectFull: Statistical correlation
        Type: general
      – SubjectFull: Achievement tests
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      – SubjectFull: Mathematical errors
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      – SubjectFull: Self-efficacy
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      – SubjectFull: Mathematical chemistry
        Type: general
      – SubjectFull: Analytical chemistry
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      – TitleFull: Mathematical Processing Errors and Self-Efficacy Levels in the Use of Mathematics among Pre-Service Science Teachers in Analytical Chemistry Course.
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            – D: 01
              M: 06
              Text: Jun2025
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              Y: 2025
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