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Record W4411675337 · doi:10.55374/jseamed.v9.215

EXPERIENCES AND PERCEPTIONS OF LIVING WITH TYPE 1 DIABETES AMONG YOUTH PATIENTS, PARENTS, AND PEERS: A QUALITATIVE STUDY

2025· article· en· W4411675337 on OpenAlexaff
Unsaya Chamsawang, Sethapong Lertsakulbunlue, Mathirut Mungthin, Boonsub Sakboonyarat, Voraluck Phatarakijnirund, Poomwit Puttakiaw, Passara Wongthai

Bibliographic record

VenueJournal of Southeast Asian Medical Research · 2025
Typearticle
Languageen
FieldMedicine
TopicDiabetes Management and Research
Canadian institutionsCanadian Armed Forces
Fundersnot available
KeywordsQualitative researchType 1 diabetesType 2 diabetesPerceptionPsychologyDevelopmental psychologyClinical psychologyGerontologyDiabetes mellitusMedicineSociologyEndocrinology

Abstract

fetched live from OpenAlex

Background: The incidence of type 1 diabetes mellitus (T1D) among the youth is a global concern. This disease not only poses physical health challenges but also creates emotional and social stigmas. Objectives: The present study aimed to explore the perceptions and experiences of patients with T1D, their guardians, and peers, a topic that has not been extensively investigated in this context. Methods: Between March and July 2023, an in-depth semi-structured interview was conducted with eight T1D patients aged 10–20 at Phramongkutklao Hospital. Seven mothers and a group of close friends were chosen by the patients and were included in another in-depth interview. Additionally, six groups and one in-depth interview involving 20 participants were held with the youth unrelated to T1D patients at an international private school. The interviews covered general knowledge of T1D, perceptions, daily life experiences, relationships with individuals with T1D, and interpersonal relationships. Thematic analysis was used to analyze the data. Results: Patients and parents viewed T1D as both severe and manageable, with significant lifestyle challenges, particularly in diet and daily activities, that influenced their life choices and financial stability. Although the patient experienced sudden adaptation to T1D, they developed effective self-care strategies and appreciated the supportive adjustments made by their family. Furthermore, despite proactive management of their condition through new treatments and enhanced knowledge, they encountered social challenges, including support mixed with misunderstandings and stigma. Meanwhile, guardians experienced stress from caregiving and advocated for better treatment access and support. Peers recognized that patients could lead everyday lives with proper management, but they often lacked a comprehensive understanding of T1D, highlighting substantial gaps in societal awareness. Conclusion: The findings underscore the need for improved diabetes education and support systems to reduce stigma and enhance the quality of life among youth with T1D, particularly through peer and guardian engagement.

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)0.005
metaresearch head score (Gemma)0.007
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 score0.008
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.007
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0050.003
Scholarly communication0.0030.002
Open science0.0010.003
Research integrity0.0010.002
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 head0.035
GPT teacher head0.400
Teacher spread0.365 · 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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