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H. Cigdem Bulut; Okan Bulut; Ashley Clelland – Field Methods, 2025
In this study, we explored psychometric network analysis (PNA) as an alternative method for identifying item wording effects in self-report instruments. We examined the functioning of negatively worded items in the network structures of two math-related scales from the 2019 Trends in International Mathematics and Science Study (TIMSS); Students…
Descriptors: Psychometrics, Network Analysis, Identification, Test Items