MétaCan
Menu
Back to cohort

Challenges & Strategies for Conducting Qualitative Research with Persons Diagnosed with Rare Movement Disorders

2014· article· en· W172785702 on OpenAlexafffund
Kori A. LaDonna, Michael J. Ravenek

Bibliographic record

VenueThe Qualitative Report · 2014
Typearticle
Languageen
FieldMedicine
TopicParkinson's Disease Mechanisms and Treatments
Canadian institutionsWestern University
FundersCanadian Institutes of Health Research
KeywordsQualitative researchMovement disordersTransparency (behavior)CognitionPsychologyDiseaseEngineering ethicsMedicineSociologyPsychiatrySocial sciencePathologyComputer science

Abstract

fetched live from OpenAlex

Unique features of Huntington’s disease and young-onset Parkinson’s disease, both neurodegenerative movement disorders, can pose challenges for conducting qualitative research. From the perspectives of two doctoral candidates conducting research with these groups, a number of challenges are presented and discussed alongside strategies for managing such challenges. Challenges are organized according to physical (e.g., movement), psychological (e.g., cognition) and social (e.g., speech impairment) aspects of these diseases. The strategies presented emphasize the importance of ethical reasoning in situations that can arise, as well as the relationships developed with the research participants. Author transparency and ethical reasoning are both important in conducting quality qualitative research. It is hoped that presenting these challenges and strategies will promote greater dialogue on such issues, and help researchers enable more people with rare movement disorders to participate in qualitative research.

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)0.005
metaresearch head score (Gemma)0.001
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 score0.043
Threshold uncertainty score0.634

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
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)0.0000.000

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 head0.415
GPT teacher head0.540
Teacher spread0.124 · 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.

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

Citations3
Published2014
Admission routes2
Has abstractyes

Explore more

Same venueThe Qualitative ReportSame topicParkinson's Disease Mechanisms and TreatmentsFrench-language works237,207