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Record W3130908004 · doi:10.21203/rs.3.rs-198865/v1

How Do People With Dementia Make Sense of Their Medications? An Interpretative Phenomenological Analysis Study

2021· preprint· en· W3130908004 on OpenAlexaboutno aff
Rosemary HM. Lim, Taniya Sharmeen, Parastou Donyai

Bibliographic record

VenueResearch Square · 2021
Typepreprint
Languageen
FieldMedicine
TopicPharmaceutical Practices and Patient Outcomes
Canadian institutionsnot available
FundersWellcome Trust
KeywordsDementiaInterpretative phenomenological analysisDonepezilPsychological interventionPsychologyQualitative researchMedicinePsychiatryNursingSociology

Abstract

fetched live from OpenAlex

Abstract BACKGROUND: Managing medication is complex and multifaceted for people with dementia and their family carers. Despite efforts to support medication management, medication errors and medication-related hospital admissions still occur. This study investigated how people with dementia viewed and talked about their medications and medication-taking. METHODS: An interpretative phenomenological approach (IPA) qualitative research design combining photo elicitation and in-depth interviews was used. People with a diagnosis of mild or moderate dementia confirmed with Montreal Cognitive Assessment, took photographs of anything they viewed to be related to medication, with/out the help of family carers, over any two-day period. The photographs were then used as cues for a subsequent in-depth interview. Interview data were analysed using IPA.RESULTS: Twelve people with dementia were interviewed. In-depth analysis of interviews generated four themes: 1) Medication as a lifeline, 2) Overcoming the uncertainty about the effectiveness of donepezil, 3) Managing medications dominate daily lives and plans and 4) Sense of being and being in control. People with dementia view donepezil as a lifeline but some continually struggle to know whether it helps their condition. Despite this uncertainty, people with dementia continue to take their medications. Managing medications dominates their daily lives and plans and redefines them. CONCLUSIONS: This study provided unique insights into how people with dementia make sense of their medication. Healthcare professionals can use these insights to shape their practice around medication prescribing and advice. The findings are also useful to researchers looking to develop interventions to support medication management within the home setting.

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)0.012
metaresearch head score (Gemma)0.016
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.012
Threshold uncertainty score0.064

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.016
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0110.014
Scholarly communication0.0080.008
Open science0.0020.007
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0020.000

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 head0.216
GPT teacher head0.499
Teacher spread0.282 · 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.

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

Citations0
Published2021
Admission routes1
Has abstractyes

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