Standards of Classroom Assessments: Assessment Design and Reliability and Validity
Classroom assessment is the process of collecting, evaluating, and using information before, during, and after instruction to improve student learning (McMillan, 2013). In addition to measuring achievement, it guides differentiation, pacing, and instructional strategies that are responsive to student needs. Effective classroom assessment is not limited to giving marks, it also supports learning, informs feedback, and contributes to student engagement. This is grounded in purposeful assessment design and supported by the technical qualities of validity and reliability. These standards help ensure the data gathered accurately reflects student understanding and supports informed instructional decisions (AERA et al., 1999).
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Assessment design involves constructing tasks that are developmentally appropriate (age / level), aligned with outcomes, and accessible to all students. Klinger et al. (2015) stress that effective design reflects the full range of intended outcomes and uses formats that measure them fairly. Haladyna et al. (2002) highlight the importance of features like text complexity, answer space, word choice, and visual clarity. Factors such as tone, format familiarity, and method of delivery also shape performance and confidence.
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Focusing on clear, inclusive, and unbiased design gives all students, including those with special needs, an equitable chance to succeed. In contrast, vague instructions, poor formatting, or unclear visuals may confuse students and lead to results that misrepresent their ability. Shepard (2006) warns that misalignment between instruction and assessment can distort data, undermine fairness, and reduce motivation.
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Effective assessment design is not just about task creation; it is an essential ethical responsibility in teaching yet often overlooked. When assessments are well-structured and intentional, they not only help students feel confident, prepared, and fairly evaluated they also lay the groundwork for valid interpretations of student learning.
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Validity is the extent to which evidence supports the interpretation and use of assessment results (Kane, 2006, as cited in Cizek, 2009). In classroom settings, it refers to whether the task measures what it is intended to and supports appropriate decisions. There are different types of validity, including content validity, which examines how well the assessment represents the intended learning outcomes, and criterion validity, which compares performance to an external standard. Shepard (2006) explains that alignment, response processes, and the consequences of use all contribute to establishing validity. When assessments are misused for example, using a single quiz to determine whether a student has mastered an entire topic validity is compromised.
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Reliability refers to the consistency of results across scorers, contexts, or times. A reliable assessment should give similar results for a student regardless of who scores it or when it is taken. Smith (2003, as cited in Shepard, 2001) describes classroom reliability as the “sufficiency of information” needed to make a reasonable judgment. Maintaining inter-rater reliability is especially important when marking school-based assessments (SBAs), where teachers follow standardized processes with shared criteria.
In summary, strong assessment design provides the foundation for fair, inclusive, and targeted classroom practices. When combined with valid interpretations and reliable scoring, these standards ensure that classroom assessment meaningfully supports student learning, promotes equity, and informs ethical teaching.
References
American Educational Research Association, American Psychological Association, & National Council on Measurement in Education. (1999). Standards for educational and psychological testing. American Educational Research Association.
Cizek, G. J. (2009). Reliability and validity of classroom assessments. In J. H. McMillan (Ed.), SAGE handbook of research on classroom assessment (pp. 99–115). SAGE Publications.
Haladyna, T. M., Downing, S. M., & Rodriguez, M. C. (2002). A review of multiple-choice item-writing guidelines for classroom assessment. Applied Measurement in Education, 15(3), 309–334. https://doi.org/10.1207/S15324818AME1503_5
Klinger, D. A., McDivitt, P. R., Howard, B. B., Muñoz, M. A., Rogers, W. T., & Wylie, E. C. (2015). The classroom assessment standards for PreK–12 teachers. Joint Committee on Standards for Educational Evaluation.
McMillan, J. H. (2013). Classroom assessment: Principles and practice for effective standards-based instruction (6th ed.). Pearson.
Shepard, L. A. (2006). Classroom assessment and learning. In R. L. Brennan (Ed.), Educational measurement (4th ed., pp. 623–646). American Council on Education & Praeger.
Smith, M. L. (2003). Qualities of an effective classroom assessment system. In L. A. Shepard, C. A. Dederich, & M. L. Smith (Eds.), SAGE handbook of research on classroom assessment (pp. 233–251). SAGE Publications.