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  1. 24 Μαΐ 2021 · Most researchers and students in psychology learn of S. S. Stevens’ scales or “levels” of measurement (nominal, ordinal, interval, and ratio), and of his rules setting out which statistical...

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  2. Scales with two or more response options (e.g. Likert-type scales) are most frequently assessed using Cronbach’s α (Alpha). Scales with dichotomous response formats (e.g. ‘true/false’, ‘yes/no’, correct/incorrect) tend to be assessed using Kuder-Richardson Formula-20 (KR-20).

  3. Hayes, H., & Embretson, S. E. (2012). Psychological measurement: Scaling and analysis. In H. Cooper, P. M. Camic, D. L. Long, A. T. Panter, D. Rindskopf, & K. J. Sher (Eds.), APA handbook of research methods in psychology, Vol. 1. Foundations, planning, measures, and psychometrics (pp. 163–179). American Psychological Association. https://.

  4. Define measurement and give several examples of measurement in psychology. Explain what a psychological construct is and give several examples. Distinguish conceptual from operational definitions, give examples of each, and create simple operational definitions.

  5. 21 Μαρ 2013 · On the Celsius scale, 0 is the artificially point at which water freezes. That doesn’t mean zero is the lowest possible temperature. Therefore, cardinal data has the potential to include negative values.

  6. Define measurement and give several examples of measurement in psychology. Explain what a psychological construct is and give several examples. Distinguish conceptual from operational definitions, give examples of each, and create simple operational definitions.

  7. 14 Μαΐ 2021 · The information presented in this chapter provides a solid foundation of basic statistical methods and concepts used in measurement. Rules for assigning numbers to represent objects and concepts are presented, involving four types of scales: nominal, ordinal, interval, and ratio.

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