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Record W7071502126

Transition from Hospital to Home-Based Care for Older Adults in Southwestern Uganda: Informal Caregiver’s Experiences

2025· article· en· W7071502126 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueDove Medical Press (Taylor and Francis Group) · 2025
Typearticle
Languageen
FieldComputer Science
TopicQR Code Applications and Technologies
Canadian institutionsnot available
Fundersnot available
KeywordsReferralQualitative researchUniversity hospitalExploratory researchHospital careAcute careContent analysis
DOInot available

Abstract

fetched live from OpenAlex

Judith Owokuhaisa,1 Matthew O Wiens,2,3 Pius Musinguzi,4 Godfrey Zari Rukundo5 1Faculty of Medicine, Department of Community Health, Mbarara University of Science and Technology, Mbarara, Uganda; 2Institute for Global Health, British Columbia Children’s Hospital, Vancouver, British Columbia, Canada; 3Department of Anaesthesiology, Pharmacology and Therapeutics, University of British Columbia, Vancouver, British Columbia, Canada; 4Department of Nursing, Faculty of Medicine, Mbarara University of Science and Technology, Mbarara, Uganda; 5Department of Psychiatry, Faculty of Medicine, Mbarara University of Science and Technology, Mbarara, UgandaCorrespondence: Judith Owokuhaisa, Email jowokuhaisa@must.ac.ugBackground: The transition from hospital-based to home-based care is a complex and challenging process. In most developing countries, patients transfer directly from hospital to home immediately after stabilizing from acute illness. After discharge, all the patient’s care needs are taken over by informal caregivers whose experiences and practices may directly or indirectly impact the quality of patient care as well as the outcomes. This study aimed at exploring the experiences of informal caregivers during the hospital to home transition process of older adults.Methods: We conducted a qualitative exploratory study that used one-on-one interviews to describe individual experiences of care givers of older adults admitted in a clinical care setting. We interviewed caregivers of older adults with diabetes and of hypertension who were admitted at the inpatient department of internal medicine at Mbarara regional referral hospital (MRRH). All audio recorded interviews were transcribed verbatim by the research assistant in the local dialect and back translated into English the official language spoken in Uganda. The study utilized content analysis approach to analyze 23 interviews conducted.Results: Of the 23 participants interviewed, majority were aged between 20 and 40 years and females. Three major themes emerged from the data: informal caregivers’ experience during hospitalization, experience during preparation for discharge and experience after discharge.Conclusion: Caregiver experience during hospitalization influences their involvement and compliance with the discharge process which in turn affects their ability to deliver quality post discharge care to the patient. Healthcare systems need to put targeted effort and resources in the discharge process and home follow-up visits to improve home-based care by caregivers. Community-based geriatric care centers can bridge the care gap during transition from hospital to home-based care.Keywords: Experience, discharge, caregiver, home-based care, older adults

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.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.947
Threshold uncertainty score0.610

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.006
GPT teacher head0.229
Teacher spread0.223 · 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