Cronbach's alpha

Cronbach's alpha (Cronbach's ), also known as tau-equivalent reliability () or coefficient alpha (coefficient ), is a reliability coefficient and a measure of the internal consistency of tests and measures.[1][2][3] It was named after the American psychologist Lee Cronbach.

Numerous studies warn against using Cronbach's alpha unconditionally. Statisticians regard reliability coefficients based on structural equation modeling (SEM) or generalizability theory as superior alternatives in many situations.[4][5][6][7][8][9]

  1. ^ Cronbach, Lee J. (1951). "Coefficient alpha and the internal structure of tests". Psychometrika. 16 (3). Springer Science and Business Media LLC: 297–334. doi:10.1007/bf02310555. hdl:10983/2196. S2CID 13820448.
  2. ^ Cronbach, L. J. (1978). "Citation Classics" (PDF). Current Contents. 13: 263. Archived (PDF) from the original on 2022-01-20. Retrieved 2021-03-22.
  3. ^ Cho, Eunseong (2016-07-08). "Making Reliability Reliable". Organizational Research Methods. 19 (4). SAGE Publications: 651–682. doi:10.1177/1094428116656239. ISSN 1094-4281. S2CID 124129255.
  4. ^ Sijtsma, K. (2009). "On the use, the misuse, and the very limited usefulness of Cronbach's alpha". Psychometrika. 74 (1): 107–120. doi:10.1007/s11336-008-9101-0. PMC 2792363. PMID 20037639.
  5. ^ Green, S. B.; Yang, Y. (2009). "Commentary on coefficient alpha: A cautionary tale". Psychometrika. 74 (1): 121–135. doi:10.1007/s11336-008-9098-4. S2CID 122718353.
  6. ^ Revelle, W.; Zinbarg, R. E. (2009). "Coefficients alpha, beta, omega, and the glb: Comments on Sijtsma". Psychometrika. 74 (1): 145–154. doi:10.1007/s11336-008-9102-z. S2CID 5864489.
  7. ^ Cho, E.; Kim, S. (2015). "Cronbach's coefficient alpha: Well known but poorly understood". Organizational Research Methods (2): 207–230. doi:10.1177/1094428114555994. S2CID 124810308.
  8. ^ Raykov, T.; Marcoulides, G. A. (2017). "Thanks coefficient alpha, we still need you!". Educational and Psychological Measurement. 79 (1): 200–210. doi:10.1177/0013164417725127. PMC 6318747. PMID 30636788.
  9. ^ Cronbach, L. J.; Shavelson, R. J. (2004). "My Current Thoughts on Coefficient Alpha and Successor Procedures". Educational and Psychological Measurement. 64 (3): 391–418. doi:10.1177/0013164404266386. S2CID 51846704.