The DOI matches its Crossref record; 119 of the 119 references it cites were found in a registry or an index.
A Century of Grading Research: Meaning and Value in the Most Common Educational Measure
Abstract
Grading refers to the symbols assigned to individual pieces of student work or to composite measures of student performance on report cards. This review of over 100 years of research on grading considers five types of studies: (a) early studies of the reliability of grades, (b) quantitative studies of the composition of K–12 report card grades, (c) survey and interview studies of teachers’ perceptions of grades, (d) studies of standards-based grading, and (e) grading in higher education. Early 20th-century studies generally condemned teachers’ grades as unreliable. More recent studies of the relationships of grades to tested achievement and survey studies of teachers’ grading practices and beliefs suggest that grades assess a multidimensional construct containing both cognitive and noncognitive factors reflecting what teachers value in student work. Implications for future research and for grading practices are discussed.
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Journal of the Royal Statistical Society.
(1923) · The Economic Journal · doi:10.1093/ej/33.130.269 · Cited by 3,219
Finn, J. D. (1989) · Review of Educational Research · doi:10.2307/1170412 · Cited by 2,702
Douglas, O. B., & Holland, B. F. (2015) · Fundamentals of educational psychology. · doi:10.1037/14910-020 · Cited by 2,272
(2014) · Perspectives on School Learning · doi:10.4324/9781315060163-9 · Cited by 1,703
Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation
Cunha, F., & Heckman, J. J. (2008) · Journal of Human Resources · doi:10.3368/jhr.43.4.738 · Cited by 1,468
Judd, C. H. (1928) · Journal of Education · doi:10.1177/002205742810700706 · Cited by 1,408
Carroll, J. B. (1963) · Teachers College Record: The Voice of Scholarship in Education · doi:10.1177/016146816306400801 · Cited by 1,408
(2010) · Encyclopedia of Curriculum Studies · doi:10.4135/9781412958806.n174 · Cited by 1,379
Rice, T. K. (2014) · Encyclopedia of Special Education · doi:10.1002/9781118660584.ese1088 · Cited by 1,335
Marsh, H. W. (1987) · International Journal of Educational Research · doi:10.1016/0883-0355(87)90001-2 · Cited by 1,333
Cited by
Panadero, E., Andrade, H., & Brookhart, S. (2018) · The Australian Educational Researcher · doi:10.1007/s13384-018-0258-y · Cited by 346
Allensworth, E. M., & Clark, K. (2020) · Educational Researcher · doi:10.3102/0013189x20902110 · Cited by 198
A critical review of the arguments against the use of rubrics
Panadero, E., & Jonsson, A. (2020) · Educational Research Review · doi:10.1016/j.edurev.2020.100329 · Cited by 191
Sources of math and science self-efficacy in rural Appalachia: A convergent mixed methods study
Usher, E. L., Ford, C. J., Li, C. R., & Weidner, B. L. (2019) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2018.10.003 · Cited by 73
Teachers’ Conceptions of Fairness in Classroom Assessment: An Empirical Study
Rasooli, A., Rasegh, A., Zandi, H., & Firoozi, T. (2023) · Journal of Teacher Education · doi:10.1177/00224871221130742 · Cited by 30
Metadata
- Authors
- Brookhart, S. M., Guskey, T. R., Bowers, A. J., McMillan, J. H., Smith, J. K., Smith, L. F., Stevens, M. T., & Welsh, M. E.
- Venue
- Review of Educational Research
- Published
- 2016-10-05
- Volume
- 86
- Issue
- 4
- Pages
- 803-848
- ISSN
- 0034-6543 (ISSN-L)
- 1935-1046
- OpenAlex
- W2528590784
- Cited by
- 386
- References
- 119
- FWCI
- 69.30
- Type
- journal article
- Language
- en
- Open access
- closed
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