Abstract

While the inclusion of both positively and negatively worded items is a common practice in scales, using positively and negatively worded items together may threaten the validity of a scale. Several studies have been devoted to investigating the effects of item wording methods. The current study investigated item wording effects on the responses of 4028 Turkish fifth-grade students, who responded to the Students Confidence in Mathematics (SCM) and Students Confidence in Science (SCS) scales. The role of early literacy-related variables (i.e., early literacy activities undertaken before primary school, student performance on reading literacy tasks upon entering primary school, and duration of the children’s pre-primary school attendance) on item wording effects was also examined. The investigations were conducted using confirmatory factor analysis and the correlated trait–correlated method minus one CFA- CTC(M-1) model, derived from the correlated traits-correlated methods framework. The results indicate that significant item wording effects existed in both scales. Moreover, a significant and positive effect was found in both scales relating to early literacy activities undertaken before school, but no effects were found relating to student performance on reading literacy tasks upon entering primary school or duration of the children’s pre-primary school attendance. Overall, the study suggests that researchers and practitioners should consider potential effects when including both positively and negatively worded items in scales, especially scales designed for younger students.

Highlights

  • Educational and psychological scales used in research or large-scale assessments often use a mix of positively and negatively keyed items (e.g., Kam & Meyer, 2015; Michaelides, 2019; Wang, Chen, & Jin, 2015)

  • We examined the role of early literacy-related variables on item wording effects using Turkish fifth graders’ responses to the Students Confidence in Mathematics (SCM) and Students Confidence in Science (SCS) scales in the International Mathematics and Science Study (TIMSS) 2019

  • We applied several factor-analytic models to identify item wording effects in the scales, and confirmatory factor analysis (CFA)- CTC(M-1) models to test them with covariates related to early literacy skills

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Summary

Introduction

Educational and psychological scales used in research or large-scale assessments often use a mix of positively and negatively keyed items (e.g., Kam & Meyer, 2015; Michaelides, 2019; Wang, Chen, & Jin, 2015). In the literature, including mixed-format items (i.e., negatively and positively worded items) has been common for a long time (Cronbach, 1950; Nunnally, 1978). In such scales, responses to negatively worded items are routinely recoded to align them with positively worded items so that all items follow the same direction. A considerable amount of research has revealed that negatively worded items might not function as assumed in many cases (e.g., Barnette, 2000; DiStefano & Motl, 2006; Kam & Meyer, 2015). Several studies on the phenomenon of a potential mismatch between intended and interpreted item meanings focus on “item wording effects” as the causal agents (Bolt et al, 2020; Lindwall et al, 2012; Podsakoff, MacKenzie, Lee, & Podsakoff, 2003;Schmitt & Allik, 2005)

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