Improving sensitivity to change in self-report items: The role of alignment and item formulation in a longitudinal evaluation

The capability of scales to detect change, i.e. sensitivity to change, is important in longitudinal studies. We present a quantitative study comparing the effects of alignment to course content and item granularity (generic vs. concrete wording) on the capability of different scales to capture changes in ICT self-efficacy. In an evaluation of a course on teaching with ICT, we used ICT self-report questionnaires for pre-service teachers at the beginning and end of a one-semester in a treatment and a control group (Nintervention = 278 vs. Ncontrol = 395). After propensity score matching on the imputed data, we applied descriptive, frequentist, and Bayesian methods to examine differential scale behavior. Results show more pronounced longitudinal changes for scales on instructional ICT self-efficacy, especially for scales formulated for concrete tasks. Our results suggest that better alignment and specific formulation enhance sensitivity to change in self-reports, and relate to scale construction and selection in educational evaluations.

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Publication Details

Journal
Studies In Educational Evaluation
Published
2024-08-05
DOI
https://doi.org/10.1016/j.stueduc.2024.101387
Primary Topic
Online Learning and Analytics
Type
article
Field-Weighted Citation Impact
0.00

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article

Improving sensitivity to change in self-report items: The role of alignment and item formulation in a longitudinal evaluation

Olga Kunina‐Habenicht, Samuel Merk, Sonja Hahn
Studies In Educational Evaluation
Online Learning and Analytics
article

Improving sensitivity to change in self-report items: The role of alignment and item formulation in a longitudinal evaluation

Olga Kunina‐Habenicht, Samuel Merk, Sonja Hahn
article en

Abstract

The capability of scales to detect change, i.e. sensitivity to change, is important in longitudinal studies. We present a quantitative study comparing the effects of alignment to course content and item granularity (generic vs. concrete wording) on the capability of different scales to capture changes in ICT self-efficacy. In an evaluation of a course on teaching with ICT, we used ICT self-report questionnaires for pre-service teachers at the beginning and end of a one-semester in a treatment and a control group (Nintervention = 278 vs. Ncontrol = 395). After propensity score matching on the imputed data, we applied descriptive, frequentist, and Bayesian methods to examine differential scale behavior. Results show more pronounced longitudinal changes for scales on instructional ICT self-efficacy, especially for scales formulated for concrete tasks. Our results suggest that better alignment and specific formulation enhance sensitivity to change in self-reports, and relate to scale construction and selection in educational evaluations.

Studies In Educational EvaluationVol. 83
TU Dortmund University (DE), Karlsruhe University of Education (DE), DIPF | Leibniz Institute for Research and Information in Education (DE)
Bundesministerium für Bildung und Forschung
Reduced inequalities
Openalex Percentile: Top 86%
Online Learning and Analytics
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Improving sensitivity to change in self-report items: The role of alignment and item formulation in a longitudinal evaluation — Olga Kunina‐Habenicht, Samuel Merk, et al. · Studies In Educational Evaluation (2024) | TGRS Research Map | TGRS