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Record W7024593081

Self-reflection as a tool for inclusive learning and teaching

2017· other· en· W7024593081 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueResearch Output (Edinburgh Napier University) · 2017
Typeother
Languageen
FieldDecision Sciences
TopicScientific Measurement and Uncertainty Evaluation
Canadian institutionsnot available
Fundersnot available
KeywordsTransformative learningCurriculumHigher educationEquity (law)General partnershipIntercultural competenceCompetence (human resources)Professional developmentReflective practice
DOInot available

Abstract

fetched live from OpenAlex

Over the past twenty years Higher Education Institutions (HEIs) have become transformative spaces as the student population has expanded. National and institutional policies have brought issues of widening access and internationalisation to the forefront, leading to an increasingly diverse student population. As a result, teaching spaces have also required transformation. A key factor in successful transformation is the development of reflective practitioners, who can systematically evaluate their teaching experiences, and use that evaluation to change their future practice (Ashwin et al, 2015). This paper explores the impact of a small scale project in collaboration with the Higher Education Academy (HEA) which focuses on embedding equality and diversity in the curriculum. The project under discussion chose to focus on curriculum design, and to develop reflective practitioners in key curriculum leadership roles, where they have the opportunity to influence and develop others. The project was influenced by the U.S based ‘Seeking Educational Equity and Diversity’ (SEED) programme, which aims to “promote change through self-reflection and interpersonal dialogue”, training facilitators who can drive forward personal, institutional and societal change in relation to equality and diversity competence (https://nationalseedproject.org, N.D).Successful reflection requires dialogue: the articulation of our ideas to others is an essential element of critical thinking, therefore the process of reflection cannot occur in the absence of criticality (Brockbank and McGill, 2007). Based on the SEED model, a series of six reflective conversations was developed, adapted to address issues of specific relevance to the institution. Fook (2007) suggests that reflection begins with the discovery and unsettling of assumptions, and the conversations were designed to challenge existing assumptions around diversity and inclusion, encouraging recognition and evaluation of the participants’ own practice.Participants were invited from both academic and professional services departments, as well as student representatives. The conversational sessions were designed to be intimate with between 8-12 people in attendance. The conversational topics were chosen through a a preliminary study conducted by the researchers to identify what the key issues around equality and diversity were in the context of the specific institution. This involved a desk-based review of programme materials and interviews with students and staff, the findings of which informed the topics discussed during the reflective conversation sessions.The conversations were then evaluated through the use of pre- and post-event questionnaires, and also through participant observation. This data was analysed thematically, in order to evaluate the impact on the participants of their self-reflection, and its implications for inclusive practice. Overall, the sessions have been received positively and plans for the dissemination of the reflective conversations across the university are now taking place with the aim of embedding the sessions in staff personal development planning. It is anticipated that the development of academic and professional staff as reflective practitioners will:•Identify and disseminate areas of good practice. •Increase awareness of equality and diversity issues and foster further collaborative learning between the academic and student community.•Act as a springboard for further inclusive practices within the student experience. •Provide skills and tools that can be used in the development, approval and re-approval of curriculum.•Create an inclusive teaching and learning space which enables students to achieve their full potential.

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.

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)0.022
metaresearch head score (Gemma)0.018
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, 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: Other · Consensus signal: Other
Teacher disagreement score0.093
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0220.018
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0040.001
Science and technology studies0.0030.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.243
GPT teacher head0.473
Teacher spread0.230 · 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