Cited by 0Educational Assessment and PedagogyEducation and Critical Thinking DevelopmentInnovative Teaching and Learning Methods

The DOI matches its Crossref record; 81 of the 81 references it cites were found in a registry or an index; 8 of the 121 sources its claims cite were checked for support.

The Ergonomics of Learning: A Proposed Update to Bloom’s Taxonomy

Open access
Curtis, Andrew, Johansson, Amy·2025·Intersection: A Journal at the Intersection of Assessment and Learning

Abstract

Benjamin Bloom’s Taxonomy of Educational Objectives: The Classification of Educational Goals (1956) has been established as the most widely known curriculum design and assessment tool in American education. However, despite its notoriety, this tool, like any other tool, is susceptible to obsolescence. The primary topic of this article is the further revision of Bloom’s Taxonomy to realign the framework to modern models of education and psychology. The secondary topic, which will be explored through the context of the primary topic, is the development, maintenance, and retirement of theoretical perspectives. While this article attempts to present a source-supported argument for revising Bloom’s Taxonomy to fit with the modern pedagogical, psychological, and philosophical perspectives of learning, it also seeks to examine the theorization process itself. Is renovating an old theory to fit new evidence more beneficial to research than wholesale theory replacement? Is wholesale theory replacement optimal, or do the specifics of the situation affect the restoration vs. replacement argument?

Overview

AI snapshot

Written from the paper’s full text.

TL;DR

The paper proposes a non-linear, meta-theoretical redesign of Bloom’s Taxonomy aligned with an integrative plurality of contemporary cognitive theories, adding a Communicate category and practical classroom recommendations. It argues that learning is non-linear and that the taxonomy should be accessible to all learning participants, while acknowledging the redesign is interpretive and unvalidated.

Key findings

  • Synthesized a meta-theoretical model of cognition from ten current theories identified via a ChatGPT prompt: embodied cognition, predictive coding/Bayesian brain, connectionism/neural networks, dual-process theories, cognitive load, cognitive control/executive functions, cognitive neuroscience of memory, social/cultural cognition, integrated information theory, and dynamic systems theory.
  • Redesigned Bloom’s cognitive processes as non-linear nodes: Analyze aligned with cognitive load theory; Create with connectionism; Apply with embodied cognition; Remember with cognitive neuroscience of memory; Understand with integrated information theory/CCMT; Evaluate with predictive coding/Bayesian brain; and added Communicate aligned with cognitive control and executive function.
  • Proposed practical implementation as an expertise tracker with flipped classroom, group-to-individual weaning, weekly off-line assessments, case studies/debates, and final oral defense; suggested mastery thresholds of approximately 80% model retention and 70–80% answer score.
  • Argues the taxonomy should be reconfigured to reflect non-linear learning and broader accessibility, but explicitly does not resolve whether Bloom’s Taxonomy should be preserved or replaced.

Methods

  • Modified integrative literature review based on Lubbe et al. (2020); the research question “What are the most current psychological theories of cognition?” was entered into ChatGPT to generate ten theories as starting points.
  • Searched Google Scholar and Semantic Scholar with inclusion/exclusion criteria (mid-level to grand-level cognition theories, English sources, post-2001 with exceptions); filtered by title and abstract; appraised sources with an AMSTAR2 16-item checklist and qualitative annotations; Appendix A contains 85 sub-tables.
  • Extracted code phrases and quotations and cross-referenced them within and across theories using word-match and theme-match content analysis; built a visual meta-theoretical model and used it to redesign Bloom’s categories.

Limitations

  • Stated: cross-referencing was completed solely by the principal researcher, so results should be interpreted as “more or less a source of informed conjecture”; adopting the model requires reconceptualizing higher/lower cognition and sequential nature; meta-theory may be challenging and less useful to practitioners; connections were ill-defined with no directionality, so directionality is speculative.
  • Stated: AMSTAR2 was intended primarily for systematic reviews and meta-analyses of randomized control trials and non-randomized intervention studies, so most articles were rated low quality; the literature collection was limited and does not fully explain cognition.
  • Evident: no empirical validation or reliability testing of the redesigned taxonomy is reported; the paper states success will depend on reception, propagation, and perpetuation, and the practical recommendations are explicitly described as conjecture.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.61669/001c.142595

Cites

81 of 81 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Verification

Claims the paper makes

8 of 121 cited sources checked · 4 supported · 0 flagged · accuracy not yet measured

Verify all 54 references — free account

Show all 20 claims

  • Probably not a substantial claim. 190
  • It may state two separate claims as one. 45
  • The quote only partly states this claim. 2
197 of 197
  • The paper relies on this without support.

    The ChatGPT-generated list of ten theories is a valid starting point for identifying the most current psychological theories of cognition.

    “This list of theories was then used to conduct a preliminary search for sources during the sampling phase.”
  • The authors state this as an assumption.

    The treatment of subcategories in the new model can be assumed the same as the previous version.

    “the treatment of the subcategories should be assumed as the same as the previous version.”
  • The paper relies on this without support.

    Bloom's Taxonomy operates on cognitive processes.

    “Since Bloom's Taxonomy operates on cognitive processes, the model ought to conform to the current idea of cognition.”
  • The paper relies on this without support.

    The current Bloom's Taxonomy is misaligned with the modern understanding of psychology and is not accessible to a wider audience, so it needs redesign.

    “The primary purpose of this integrative literature review is to attempt a redesign of Bloom's Taxonomy to realign it with the modern understanding of psychology and make it accessible to a wider audience.”
  • The paper relies on this without support.

    An integrated plurality of cognitive theories can be synthesized into a coherent meta-theoretical model suitable for redesigning Bloom's Taxonomy.

    “A meta-theoretical model based on an integrated plurality of cognitive theories was synthesized and was used to redesign the taxonomy.”
  • The paper relies on this without support.

    The theories reviewed can be integrated into a single Bloom's Taxonomy model.

    “which will help with the construction process for the Bloom's Taxonomy model”
  • The paper relies on this without support.

    The reviewed cognitive, neuroscientific, and social-psychological theories and findings are relevant to and can inform an update to Bloom's Taxonomy.

    “which ties back to the broader theme of the integrative literature review on Bloom's Taxonomy”
7 of 7

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Pezzulo citation year differs from reference

    Minor

    The discussion cites Pezzulo as a 2013 work, while the Pezzulo work in the reference list is dated 2014.

1 of 1

Citations

Cites

Flagged first, then by citations

Show all 81 references

Research works printed but not linked: 11

  1. Airasian, P. W., Cruikshank, K. A., Mayer, R. E., Pintrich, P. R., Raths, J., &Wittrock, M. C. (2001). A Taxonomy for Learning, Teaching, and Assessing: A Revision of Bloom's Taxonomy of Educational Objectives. (Anderson L. W., & Krathwohl D. R., Eds.). (Abridged Ed.). Longman.
  2. Davis, B., Sumara, D., & Luce-Kapler, R, (2008). Engaging minds: Changing teaching in complex times. New York, NY: Routledge.
  3. Irvine, J. (2017). A Comparison of Revised Bloom and Marzano's New Taxonomy of Learning. Research in Higher Education Journal, 33, 1-16.
  4. Kolb, D. A. (2015). Experiential Learning: Experience as the Source of Learning and Development. Pearson Education, Inc.
  5. Kosmas, P., & Zaphiris, P. (2018). Embodied cognition and its implications in education: An overview of recent literature. International Journal of Educational and Pedagogical Sciences, 12(7), 930-936. https://web.archive.org/web/20200306102200/https://zenodo.org/record/1340510/files/1000 9334.pdf
  6. Lubbe, W., Ham-Baloyi, W.T., & Smit, K. (2020). The integrative literature review as a research method: A demonstration review of research on neurodevelopmental supportive care in preterm infants. Journal of Neonatal Nursing, 26, 308-315.
  7. Ramstead, M. J., Kirchhoff, M. D., & Friston, K. J. (2020). A tale of two densities: active inference is enactive inference. Adaptive Behavior, 28(4), 225-239.
  8. Sweller, J., Ayres, P., & Kalyuga, S. (2011). The split-attention effect. Cognitive Load Theory, 111-128. https://doi.org/10.1007/978-1-4419-8126-4 · DOI · Paper page
  9. Wenger, E. (1999). Communities of practice: Learning, meaning, and identity. Cambridge university press.
  10. Wilson, A. D., & Golonka, S. (2013). Embodied cognition is not what you think it is. Frontiers in psychology, 4, 58. https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2013.00058/full · DOI
  11. Zhang, N. (2018, March). Higher Vocational College English Teaching and Learning Based on Embodied Cognition Theory. In 2nd International Conference on Culture, Education and Economic Development of Modern Society (ICCESE 2018), 346-348. Atlantic Press. https://doi.org/10.2991/iccese-18.2018. · DOI

Cited by

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Metadata

Authors
Curtis, A., & Johansson, A.
Affiliations
Alliant University (US)
Venue
Intersection: A Journal at the Intersection of Assessment and Learning
Published
2025-07-25
Volume
6
Issue
3
ISSN
2688-7207 (ISSN-L)
OpenAlex
W4412718802
Cited by
0
References
81
FWCI
0.00
Type
journal article
Language
en
Open access
Locations
Intersection A Journal at the Intersection of Assessment and Learning (publishedVersion, cc-by)
Topics
  • Social Sciences › Education › Educational Assessment and Pedagogy
  • Social Sciences › Education › Education and Critical Thinking Development
  • Social Sciences › Psychology › Developmental and Educational Psychology › Innovative Teaching and Learning Methods
Keywords
Bloom's taxonomy, learning theory, curriculum development, educational assessment, cognitive processes in learning, educational psychology

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