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Record W7133065251

The Field of Higher Education in Pakistan as Experienced by Faculty: A Bourdieusian Analysis

2022· dissertation· W7133065251 on OpenAlexafffund
Shahrman Khattak

Bibliographic record

VenueTSpace · 2022
Typedissertation
Language
FieldHealth Professions
TopicDoctoral Education Challenges and Solutions
Canadian institutionsCanadian Association for the Study of Adult Education
FundersOffice of International Science and EngineeringUniversity of Toronto
KeywordsHabitusHigher educationIdeologyField (mathematics)Quality (philosophy)Work (physics)
DOInot available

Abstract

fetched live from OpenAlex

Faculty play a key role in the development of a nation. Their ideologies, work, knowledge, and attitudes are all significant in not only determining the students’ success but also the overall quality of the education system. This study explores the experiences and struggles faced by the faculty in a public research university in Pakistan and their approaches to navigating their everyday work lives. It employs Bourdieu’s theoretical triad of habitus, capital, and field to highlight the struggles faced by the faculty in their everyday academic lives. The study is designed to understand the shaping and reshaping of academic habitus and the resultant formation of their sense of place. The interviewed participants included PhD holders who earned their degrees internationally as well as those who did so locally, belonging to the departments of Chemistry and Management Sciences. The study highlights ideological differences between the two disciplines, their varying backgrounds and dispositions. The study showed that not all faculty members working in the Pakistani academic environment hail from the same environment or have had similar access to resources and experiences. Their varying backgrounds and dispositions act as paradigms to help them understand and navigate their academic careers, starting with their choice of pursuing a Ph.D. The interviewed faculty experienced a clash between their expectations and reality when it came to new habitus formation, resulting in a very docile and compliant faculty. Overall, the study highlights a key common concern from participants across the board in relation to higher education reforms and systemic issues, which leads to multi-level issues of varying gravity. A lack of importance given to Social Sciences and overt importance given to Sciences were identified as creating rivalry and jealousy amongst the faculties. However, there were some commonalities between the faculties, including the use of the word ‘we’, non-uniform interpretation and implementation of policies, lack of job security, communication, and appreciation. Despite the significant differences amongst international and local PhDs, there did not appear to be consistent differences amongst any two subgroups, irrespective of how one divides the participant pool.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.333
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0360.000

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 head0.106
GPT teacher head0.650
Teacher spread0.544 · 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 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

Citations0
Published2022
Admission routes2
Has abstractyes

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