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How many response categories are sufficient for Likert type scales? An empirical study based on the Item Response Theory
14 references·2 citing·42 second hop
How many response categories are sufficient for Likert type scales? An empirical study based on the Item Response Theory (2022)How many response categories are sufficie…Can Likert Scales be Treated as Interval Scales?—A Simulation Study (2017)Can Likert Scales be Treated …Psychometric Methods: Theory into Practice (2016)Psychometric Methods: Theory …Likert Scale: Explored and Explained (2015)Likert Scale: Explored and Ex…mirt : A Multidimensional Item Response Theory Package for the R Environment (2012)mirt : A Multidimensional Ite…A Comparison of Psychometric Properties and Normality in 4-, 5-, 6-, and 11-Point Likert Scales (2011)A Comparison of Psychometric …Measuring the Mathematical Attitudes of Elementary Students: The Effects of a 4-Point or 5-Point Likert-Type Scale (2010)Measuring the Mathematical At…Likert scales, levels of measurement and the “laws” of statistics (2010)Likert scales, levels of meas…Do Data Characteristics Change According to the Number of Scale Points Used? 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References

  • 1991Scale Development : Theory and Applications15,552 cited
  • 2010Likert scales, levels of measurement and the “laws” of statistics4,832 cited
  • 1946On the Theory of Scales of Measurement4,758 cited
  • 2015Likert Scale: Explored and Explained3,864 cited
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  • 2012mirt : A Multidimensional Item Response Theory Package for the R Environment2,709 cited
  • 2004Likert scales: how to (ab)use them2,423 cited
  • 2008Do Data Characteristics Change According to the Number of Scale Points Used? An Experiment Using 5-Point, 7-Point and 10-Point Scales2,118 cited
  • 2000Optimal number of response categories in rating scales: reliability, validity, discriminating power, and respondent preferences2,104 cited
  • 2011A Comparison of Psychometric Properties and Normality in 4-, 5-, 6-, and 11-Point Likert Scales708 cited
  • 2017Can Likert Scales be Treated as Interval Scales?—A Simulation Study547 cited
  • 1994A Psychometric Evaluation of 4-Point and 6-Point Likert-Type Scales in Relation to Reliability and Validity501 cited
  • 2010Measuring the Mathematical Attitudes of Elementary Students: The Effects of a 4-Point or 5-Point Likert-Type Scale224 cited
  • 2016Psychometric Methods: Theory into Practice179 cited

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  • 2022Impact of social influence on users' continuance intention toward sports and fitness applications21 cited
  • 2024Toward a library corporate social responsibility model: An empirical study2 cited