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Transcranial Direct Current Stimulation tDCS of Wernicke's and Broca's Areas in Studies of Language Learning and Word Acquisition
Published on: July 13, 2019
Contextual Responses to Affirmative and/or Reversed-Worded Items.
1Northwestern University, Kellogg School of Management, 2211 Campus Drive, Evanston, IL, 60208, USA. u-bockenholt@northwestern.kellogg.edu.
This study reveals how item presentation affects response bias. Yea-saying tendencies are higher for affirmative items and decrease when polar-opposite items are presented together with affirmative ones.
Area of Science:
- Psychometrics
- Social Sciences
Background:
- Response biases, such as yea-saying, can influence survey results.
- Item response theory (IRT) models are used to analyze survey data.
- Differential item functioning (DIF) can occur due to various factors, including item presentation.
Purpose of the Study:
- To systematically investigate how affirmative and polar-opposite items, presented jointly or separately, affect yea-saying tendencies.
- To re-analyze existing data using item response models to understand yea-saying effects.
- To examine how yea-saying tendencies impact the dimensionality of trait measurement.
Main Methods:
- Utilized item response models to estimate yea-saying tendencies.
- Re-analyzed data from Zhang et al. (2016).
- Compared yea-saying tendencies for affirmative and polar-opposite items under different presentation conditions (joint vs. separate).
Main Results:
- Yea-saying tendencies are stronger for affirmative items compared to polar-opposite items.
- Presenting polar-opposite items with affirmative items reduced yea-saying tendencies for the polar-opposite items.
- Standard IRT models ignoring these yea-saying effects can lead to inaccurate trait dimensionality (e.g., a two-dimensional representation).
Conclusions:
- Item presentation context significantly influences yea-saying tendencies.
- Contextual information within item scales acts as a determinant of differential item functioning.
- Accurate measurement requires accounting for yea-saying effects influenced by item format and context.
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