MétaCan
Menu
Back to cohort
Record W2554180871 · doi:10.5430/ijhe.v6n1p101

Creating Enabling Environment for Student Engagement: Faculty Practices of Critical Thinking

2016· article· en· W2554180871 on OpenAlexvenueno aff
Shanaz Cassum, Raisa Gul

Bibliographic record

VenueInternational Journal of Higher Education · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Critical Thinking Development
Canadian institutionsnot available
Fundersnot available
KeywordsCritical thinkingCreativityLearning environmentMultidisciplinary approachPedagogyMedical educationPsychologyMedicineSociology

Abstract

fetched live from OpenAlex

Critical thinking (CT) is considered an important attribute in practice disciplines and faculty members in nursing, medicine, and education are expected to facilitate the development of CT in their graduates so that these individuals can be critical, reflective, competent, and caring professionals and service providers (Distler, 2007; Shiau & Chen, 2008; Worell & Profetto-McGrath, 2007). When students are actively engaged in their learning, and classrooms have an enabling environment, critical thinking is promoted. Teachers must reflect upon their teaching pedagogy when students do not participate in stimulating discussions, or asks questions in class. Research suggests that lack of understanding of CT affects teachers’ CT practices in the classroom. Literature supports that teaching learning activities and opportunities that emphasize encouragement of students’ participation in classroom fosters communication, student engagement, creativity, self – directedness and critical thinking (Choy & Cheah, 2009). Thus it is vital to explore what CT practices can be performed by educators to influence students’ CT. The present study aimed to identify perceptions and practices of CT among educators from the disciplines of nursing, medicine, and education in higher education in Karachi, Pakistan. A descriptive exploratory design was used where 12 multidisciplinary educators participated in semi structured interviews and allowed classroom observations. Four major themes were identified, but this paper will explore multidisciplinary educators’ practices of CT in a classroom setting. The faculty needs to be aware of how their practices of critical thinking can create an enabling learning environment, and what factors in its physical, psychological and intellectual environment can affect critical thinking in students. Keywords: Enabling environment, Student engagement, Faculty practices, & Critical thinking

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.012
metaresearch head score (Gemma)0.027
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.012
Threshold uncertainty score0.066

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.027
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.001
Science and technology studies0.0070.007
Scholarly communication0.0090.004
Open science0.0010.010
Research integrity0.0010.003
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 head0.084
GPT teacher head0.474
Teacher spread0.390 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations13
Published2016
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of Higher EducationSame topicEducation and Critical Thinking DevelopmentFrench-language works237,207