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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 OpenAlexvenueno aff
Feyzullah Ezer, Selda Aksüt

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.

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)0.036
metaresearch head score (Gemma)0.046
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: Methods · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.964
Threshold uncertainty score0.191

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0360.046
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0040.004
Scholarly communication0.0040.002
Open science0.0010.004
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0070.001

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 head0.749
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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designQualitative
DomainMethods
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

Citations14
Published2021
Admission routes1
Has abstractyes

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