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Record W1980856710 · doi:10.1016/s0924-9338(13)76068-1

907 – Barriers To Self Care, Illness Perceptions And Their Relationship With Self Care In Type 2 Diabetes Mellitus

2013· article· en· W1980856710 on OpenAlexaboutno aff
Anisha Mary Abraham, Paulomi M. Sudhir, Ganapati Bantwal

Bibliographic record

VenueEuropean Psychiatry · 2013
Typearticle
Languageen
FieldMedicine
TopicDiabetes Management and Education
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineType 2 Diabetes MellitusPerceptionQuality of life (healthcare)Self careMetabolic control analysisGerontologyType 2 diabetesDiabetes mellitusDiseasePsychologyClinical psychologyFamily medicineNursingHealth careInternal medicine

Abstract

fetched live from OpenAlex

Introduction Type 2 Diabetes mellitus (T2DM) is a chronic disease that requires long-term medical care and lifestyle change. Many patients find it challenging to implement required behaviour changes and consequently, do not achieve glycaemic control. It is essential to research social cognitive factors that impact self care in T2DM. Aims To study the impact of barriers and illness perceptions on self care in T2DM Objectives To explore barriers to self care and illness perception and examine their relationship with self care, metabolic control and quality of life in T2DM. Methods A cross-sectional design was employed. The sample consisted of 60 patients with type 2 DM, meeting specified inclusion and exclusion criteria, recruited from the out-patient services of a hospital at Bangalore. The Barriers of self care questionnaire (Glasgow, 1994), The Revised Illness Perception Questionnaire (Morris et. al, 2002), The Summary of Diabetes Self Care Activities (Toobert & Glasgow, 1994) and The Diabetes Quality of Life Questionnaire Brief Clinical Inventory (Burroughs, Desikan, Waterman, Gilin & McGill, 2004) were administered. Metabolic control was assessed using glycosylated haemoglobin levels (HbA1c). Results Findings revealed that barriers to self care, negative perceptions of consequences of the illness and negative emotional representations were associated with poorer self care. Adherence was associated with better metabolic control and quality of life. Conclusions Barriers to self care and maladaptive illness representations pose a challenge in achieving self-care goals. Understanding barriers is the first step in facilitating practitioners to identify their role in enabling patients to overcome them.

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)0.002
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.017

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.006
GPT teacher head0.220
Teacher spread0.215 · 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 designObservational
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".

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Citations0
Published2013
Admission routes1
Has abstractyes

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