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Record W4391153654 · doi:10.55016/ojs/ajer.v63i1.56076

Action Research: Improving Schools and Empowering Educators, Fourth Edition (2014) by Craig A. Mertler

2017· article· en· W4391153654 on OpenAlexvenueno aff
Ali Kemal Tekin

Bibliographic record

VenueAlberta Journal of Educational Research · 2017
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicEducation Systems and Policies
Canadian institutionsnot available
Fundersnot available
KeywordsAction researchPsychologyEducational researchMathematics educationPedagogySociologyMedical educationMedicine

Abstract

fetched live from OpenAlex

Although action research has become one of the major methods employed in educational research, there has always been a scarcity of solid informational textbooks and journal articles outlining and giving in-depth information about this trendy research methodology.However, it is a well-accepted research methodology and has become one of the most critical research approaches that can be used by educators in order to improve their knowledge and practices (Tekin & Kotaman, 2013).Therefore, it is considered a method of inquiry especially suitable for practicing teachers.Today's teachers are not only expected to teach students but also to act in many areas related to education.They are burdened with many responsibilities such as administrative tasks, advocacy for children, and fundraising.Beyond these duties, teachers have been increasingly seen as researchers as they are expected to constantly improve their teaching practices for the benefit of children's education.Therefore, action research provides them with a methodology they can use while they are working on their regular duties as it is a practical approach conducted with a focus on the teaching and learning process.They can blend research and practice since the researchers draw their findings and conclusions predominantly on their own experiences and observations from their practices.As the author states, "A main focus of action research is the improvement of classroom practice" (p.23).Therefore, this research experience can contribute to teachers' own and other teachers' practices when they design and revise curriculum.It can also help them make the whole educational process more meaningful for themselves, students, and the school community.The author also identifies clear pathways that have the potential to improve teachers' practices, such as systematic reflections about how teachers would improve their practices with action research methodology.Any research approach excluding the related practitioners' perspectives and contributions should not be seen as a complete process since it is the practitioners who are expected to apply the implications and suggestions drawn by the studies.Action research methodology provides these opportunities and fills a huge gap that needs attention in educational research.To benefit from this experiential methodology, teachers should understand the action research approach.Action research books currently on the market contain too much theoretical information and have a philosophical background, which makes it hard for a practicing teacher to understand.They also provide too few meaningful examples.Most books about action research also suffer from a lack of good quality organization, which can make curious future

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.013
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.082
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0020.000
Scholarly communication0.0020.003
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.151
GPT teacher head0.444
Teacher spread0.293 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2017
Admission routes1
Has abstractyes

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