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Physical Review Physics Education Research
written by Robert P. Dalka, Diana Sachmpazidi, Charles R. Henderson, and Justyna P. Zwolak
Likert-style surveys are a widely used research instrument to assess respondents' preferences, beliefs, or experiences. In this paper, we propose and demonstrate how network analysis (NA) can be employed to model and evaluate the interconnectedness of items in Likert-style surveys. We explore the advantages of this approach by applying the methodology to the aspects of student experience scale datasets and compare the results to the principal component analysis. We successfully create a meaningful network based on survey item response similarity and use modular analysis of the network to identify larger themes built from the connections of particular aspects. The modular NA of the network of survey items identifies important themes that highlight differences in students' overall experiences. Our network analysis for Likert-style surveys methodology is widely applicable and provides a new way to investigate phenomena assessed by Likert-style surveys.
Physical Review Physics Education Research: Volume 18, Issue 2, Pages 020113
Subjects Levels Resource Types
Education Foundations
- Assessment
= Instruments
- Research Design & Methodology
= Data
= Evaluation
= Validity
General Physics
- Physics Education Research
- Graduate/Professional
- Reference Material
= Research study
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Access Rights:
Free access
License:
This material is released under a Creative Commons Attribution 4.0 license.
Rights Holder:
American Physical Society
DOI:
10.1103/PhysRevPhysEducRes.18.020113
NSF Numbers:
DGE
1840340
Keywords:
Likert scale, Likert scale research, statistical methodologies
Record Creator:
Metadata instance created September 28, 2022 by Lyle Barbato
Record Updated:
April 18, 2023 by Caroline Hall
Last Update
when Cataloged:
September 2, 2022
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AIP Format
R. Dalka, D. Sachmpazidi, C. Henderson, and J. Zwolak, , Phys. Rev. Phys. Educ. Res. 18 (2), 020113 (2022), WWW Document, (https://doi.org/10.1103/PhysRevPhysEducRes.18.020113).
AJP/PRST-PER
R. Dalka, D. Sachmpazidi, C. Henderson, and J. Zwolak, Network analysis approach to Likert-style surveys, Phys. Rev. Phys. Educ. Res. 18 (2), 020113 (2022), <https://doi.org/10.1103/PhysRevPhysEducRes.18.020113>.
APA Format
Dalka, R., Sachmpazidi, D., Henderson, C., & Zwolak, J. (2022, September 2). Network analysis approach to Likert-style surveys. Phys. Rev. Phys. Educ. Res., 18(2), 020113. Retrieved May 2, 2024, from https://doi.org/10.1103/PhysRevPhysEducRes.18.020113
Chicago Format
Dalka, R, D. Sachmpazidi, C. Henderson, and J. Zwolak. "Network analysis approach to Likert-style surveys." Phys. Rev. Phys. Educ. Res. 18, no. 2, (September 2, 2022): 020113, https://doi.org/10.1103/PhysRevPhysEducRes.18.020113 (accessed 2 May 2024).
MLA Format
Dalka, Robert P., Diana Sachmpazidi, Charles Henderson, and Justyna Zwolak. "Network analysis approach to Likert-style surveys." Phys. Rev. Phys. Educ. Res. 18.2 (2022): 020113. 2 May 2024 <https://doi.org/10.1103/PhysRevPhysEducRes.18.020113>.
BibTeX Export Format
@article{ Author = "Robert P. Dalka and Diana Sachmpazidi and Charles Henderson and Justyna Zwolak", Title = {Network analysis approach to Likert-style surveys}, Journal = {Phys. Rev. Phys. Educ. Res.}, Volume = {18}, Number = {2}, Pages = {020113}, Month = {September}, Year = {2022} }
Refer Export Format

%A Robert P. Dalka %A Diana Sachmpazidi %A Charles Henderson %A Justyna Zwolak %T Network analysis approach to Likert-style surveys %J Phys. Rev. Phys. Educ. Res. %V 18 %N 2 %D September 2, 2022 %P 020113 %U https://doi.org/10.1103/PhysRevPhysEducRes.18.020113 %O application/pdf

EndNote Export Format

%0 Journal Article %A Dalka, Robert P. %A Sachmpazidi, Diana %A Henderson, Charles %A Zwolak, Justyna %D September 2, 2022 %T Network analysis approach to Likert-style surveys %J Phys. Rev. Phys. Educ. Res. %V 18 %N 2 %P 020113 %8 September 2, 2022 %U https://doi.org/10.1103/PhysRevPhysEducRes.18.020113


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