Related Experiment Video
Updated: Jun 6, 2025

Problem-Solving Before Instruction PS-I: A Protocol for Assessment and Intervention in Students with Different Abilities
Published on: September 11, 2021
Assessing knowledge anxiety in researchers: a comprehensive measurement scale
Yu Zhenlei1,2, Lin Song3, Dong Minyi4
1Shandong University, Jinan, China.
Background:
The rapid pace of knowledge production has introduced a phenomenon termed "knowledge anxiety", a psychological state where researchers feel inadequate in keeping up with emerging information. This state can negatively affect productivity and mental well-being, yet there is no comprehensive tool to measure knowledge anxiety across different research domains.
Methods:
We employed a mixed-methods approach to develop a multidimensional scale for assessing knowledge anxiety. Initial items were generated through a literature review and qualitative interviews with 313 researchers. After pilot testing, the main study involved 26 participants. The scale was refined through exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) to ensure its structural validity and reliability.
Results:
EFA resulted in a 16-item scale with four distinct factors: cognitive, emotional, behavioral, and capability-related anxieties. CFA confirmed a strong model fit, with standardized factor loadings between 0.549 and 0.887. The scale demonstrated high reliability, with a composite Cronbach's alpha of 0.883.
Conclusions:
This newly developed scale offers a reliable and valid measure of knowledge anxiety, providing researchers with a valuable tool to assess the psychological impacts of knowledge overload.
Related Concept Videos
Metacognition
Generalized Anxiety Disorder
Lazarus's Cognitive Appraisal Theory
Primary Appraisal:...
Anxiety: Overview
Individuals with anxiety often experience a range of physical and emotional symptoms, including sweating, trembling, tachycardia, and disturbances in sleep patterns. These symptoms vary in intensity and frequency but are generally disruptive and distressing.
Self-Report Tests of Personality
Self-Discrepancy Theory

