Methodological Challenges Faced in Doing Research With Vulnerable Women: Reflections From Fieldwork Experiences
Bibliographic record
Abstract
Methodological challenges of qualitative research involving people considered vulnerable are widely prevalent, for which many novice researchers are not well equipped or prepared for. This places great physical and emotional demands on the researchers. However, a discussion to bring to light the issues related to the researchers’ experiences and practical concerns in the field remains largely invisible in the literature. This article presents the reflective accounts of a doctoral researcher’s fieldwork experience, particularly in relation to the methodological challenges encountered in carrying out research with vulnerable women in rural and northern Thailand. Four of these challenges pertain to selecting a field site and acquiring access, recruiting and building trust, maintaining privacy and confidentiality, and being vulnerable as a researcher. Suggestions from the literature and practical strategies the researcher employed to deal with such challenges and real dilemmas are discussed. This article calls for more formal safeguards during the research process and suggests that researchers reflect upon their experiences and emotions in undertaking a field research, making the accounts of their research journey heard and beneficial to other novice and/or experienced researchers.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.189 | 0.030 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".