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Record W3130799815 · doi:10.5539/ies.v14n3p15

Opinions of Graduate Students of Social Studies Education About Qualitative Research Method

2021· article· en· W3130799815 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.

venuePublished in a venue whose home country is Canada.
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

VenueInternational Education Studies · 2021
Typearticle
Languageen
FieldArts and Humanities
TopicEducation Practices and Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsQualitative researchPsychologyTurkishQualitative propertySemi-structured interviewMultimethodologyMathematics educationContent analysisResearch designAcademic yearSample (material)Quantitative researchMedical educationPerceptionPedagogySociologySocial scienceMedicineComputer science

Abstract

fetched live from OpenAlex

The purpose of the study is to determine the opinions of graduate students from social studies education regarding the qualitative research method. The study was conducted in accordance with the phenomenological design, one of the qualitative research designs. The sample group of the study was composed of 25 postgraduate students including 11 females and 14 males studying in the Department of Social Studies Education in Division of Turkish Language and Social Sciences Education of Educational Sciences Institute, in Firat University in the spring semester of the 2019-2020 academic year. The sample group was determined with criterion sampling, one of the purposeful sampling methods. The data of the study were obtained through interview method by using semi-structured interview form. Content analysis method was used in the analysis of the data obtained in the study and the qualitative data analysis program was employed to assess the data. It was determined as a result of the study that the graduate students expressed the qualitative research method as sensitivity to the natural environment, in-depth examination of a social phenomenon, and revealing perception and experiences. Since the qualitative research experience positively affect the knowledge and skills of the graduate students towards the study, they should be included more in the research environment and process. In addition, during the qualitative research process, graduate students should be encouraged and directed to academic activities.

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)0.002
metaresearch head score (Gemma)0.003
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 score0.350
Threshold uncertainty score0.567

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.749
GPT teacher head0.708
Teacher spread0.041 · 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