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Record W2944683604 · doi:10.46743/2160-3715/2019.2689

An Introduction to Transformative Inquiry: Understanding Compelling and Significant Relationships for Personal and Societal Transformation

2019· article· en· W2944683604 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueThe Qualitative Report · 2019
Typearticle
Languageen
FieldPsychology
TopicEgo Development and Educational Practices
Canadian institutionsSaint Paul University
Fundersnot available
KeywordsTransformative learningEpistemologySociologyContext (archaeology)HeuristicsPsychologyComputer sciencePedagogy

Abstract

fetched live from OpenAlex

Transformative inquiry is a theoretical model designed to facilitate the inquiry of important and meaningful relationships that transform and potentiate us. Creswell (2007) described the essential elements of a research agenda: the axiological, ontological, epistemological, methodological, and rhetorical. Each carries with it assumptions that hold implications for practice and research. Transformative inquiry addresses all of these elements through considerations given to deep ecology, transdisciplinarity, integral meta-theory, heuristic research, and eudaimonistic philosophy, respectively. Transformative inquiry is an approach to understanding and fostering the full range of deep and meaningful relationships from the personal to the political, and beyond. It is a theoretical model designed to support investigation into the important and meaningful relationships that both transform and potentiate us. Transformative inquiry provides a theoretical context in which to approach any question related to obtaining a deep understanding of the rich, nuanced experience of meeting deeply with (and being transformed by and with) another. What do such relationships do in the world? They transform us, and they transform the world. Understanding deep, potent, lasting transformation means to understand the relationships that foster, support, and co-create it. Such relationships generate a paradigmatic shift of consciousness. But deeply, this shift is about the uncovering of a beautiful personality, a deep goodness within, an enduring truth of self. Within this context, transformative inquiry in general and deep heuristics in particular, is designed to allow researchers to expand farther and reach deeper than our current models and methodologies require.

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)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.126
Threshold uncertainty score0.322

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.364
GPT teacher head0.515
Teacher spread0.151 · 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