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Columbus State University

Teachers’ Conceptions of Students’ Data Literacy in Life Science and Physical Science Classes

Abstract

dc:description.abstract

<p>Data literacy in science is an evolving field of study as students need to be able to collect, analyze, interpret, and make inferences from different sources of data. Much research centers on teachers' use of data to improve instructional practices, but less focus on teachers' conceptions of student data literacy and strategies used to foster data literacy in life and physical science high school classes. Thus, there is a need to address this area as recent Georgia assessments reveal that over 50% of students are performing below proficiency level in science. Consequently, this research sought to understand teachers’ conceptions of science data literacy and strategies used to foster data literacy in science. Moreover, the study aimed at identifying specific data literacy knowledge and skills teachers expect their students to possess, teachers’ conceptions of how students work through different concepts related to data literacy, and how these instructional strategies and conceptions of data literacy differ between life science and physical science teachers will be addressed. The present research employed the transformative learning theory, which suggests that conceptions are cultivated from beliefs, experiences, expectations, and purposes. Teacher conceptions were explored through the lens of the transformative learning theory. Purposeful sampling was used to select participants. Using a qualitative interpretivist paradigm and an exploratory case study design, interviews, observations, and document analyses were conducted to obtain data, which employed open, axial, and thematic analysis to develop themes. Major findings indicated teachers lacked confidence and needed additional training. Moreover, teachers believed that students’ past experiences impacted conceptions, expectations, and strategies used to foster data literacy. Visuals and models were a common way to represent data. Information gathered provided insight on science curriculums and designing professional development centered on data literacy.</p>

Degree

thesis:*
Name thesis:degree_name
Doctor of Education
Level thesis:degree_level
Dissertation
Discipline thesis:degree_discipline
Teacher Education
Year dc:date.available
2024

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Smith, Bridget Nicole
Contributors dc:contributor
  • Deniz Peker, Ph. D.
  • Richard Rogers, Ed. D.
  • Lauren Neal, Ph. D.

Subjects

dc:subject × 9

Rights

Language dc:language
english

Identifiers

dc:identifier.*
OAI identifier oai:identifier
oai:csuepress.columbusstate.edu:theses_dissertations-1510

Chain of custody

source
Harvested from
Columbus State University
Base URL
csuepress.columbusstate.edu/do/oai/
Last updated
2026-07-24
Source record
OAI-PMH GetRecord
citation

Smith, Bridget Nicole. Teachers’ Conceptions of Students’ Data Literacy in Life Science and Physical Science Classes. Dissertation thesis, 2024. https://csuepress.columbusstate.edu/theses_dissertations/508