Evidence map›Paper›PMID 37424878›Full record

ArticleFrontiers in rehabilitation sciences2023

Systems modelling as an approach for eliciting the mechanisms for hip fracture recovery among older adults in a participatory stakeholder engagement setting.

John Pastor Ansah, Aloysius Wei-Yan Chia, Vanessa Jean Wen Koh, Wei Xuan Lai, Joyce Suang Bee Koh, Kiat Sern Goh, William Yeo, Tet Sen Howe, Dennis Chuen Chai Seow, Kaysar Mamun and 6 more

Abstract read
In one paragraph

Article in Frontiers in rehabilitation sciences, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors.

John Pastor AnsahCenter for Community Health Integration, School of Medicine, Case Western Reserve University, Cleveland, United States.
Aloysius Wei-Yan ChiaProgramme in Health Services and Systems Research, Duke-NUS Medical School, National University of Singapore, Singapore, Singapore.
Vanessa Jean Wen KohProgramme in Health Services and Systems Research, Duke-NUS Medical School, National University of Singapore, Singapore, Singapore.
Wei Xuan LaiProgramme in Health Services and Systems Research, Duke-NUS Medical School, National University of Singapore, Singapore, Singapore.
Joyce Suang Bee KohDepartment of Orthopaedic Surgery, Singapore General Hospital, Singapore, Singapore.
Kiat Sern GohDepartment of Geriatric Medicine, Changi General Hospital, Singapore, Singapore.
William YeoOrthopaedic Diagnostics Centre, Singapore General Hospital, Singapore, Singapore.
Tet Sen HoweDepartment of Orthopaedic Surgery, Singapore General Hospital, Singapore, Singapore.
Dennis Chuen Chai SeowDepartment of Geriatric Medicine, Singapore General Hospital, Singapore, Singapore.
Kaysar MamunDepartment of Geriatric Medicine, Singapore General Hospital, Singapore, Singapore.
Diraviyam BalasubramanianDepartment of Geriatric Medicine, Changi General Hospital, Singapore, Singapore.
Surendra Doraiswamy VarmanDepartment of Geriatric Medicine, Changi General Hospital, Singapore, Singapore.
Andy Kuei Siong YeoDepartment of Orthopaedic Surgery, Changi General Hospital, Singapore, Singapore.
Amal ElaminSchool of Human Sciences, Faculty of Education, Health and Human Sciences, University of Greenwich, London, United Kingdom.
Angelique Wei-Ming ChanProgramme in Health Services and Systems Research, Duke-NUS Medical School, National University of Singapore, Singapore, Singapore.
David Bruce MatcharProgramme in Health Services and Systems Research, Duke-NUS Medical School, National University of Singapore, Singapore, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Due to an aging population, the rising prevalence and incidence of hip fractures and the associated health and economic burden present a challenge to healthcare systems worldwide. Studies have shown that a complex interplay of physiological, psychological, and social factors often affects the recovery trajectories of older adults with hip fractures, often complicating the recovery process. Methods: This research aims to actively engage stakeholders (including doctors, physiotherapists, hip fracture patients, and caregivers) using the systems modeling methodology of Group Model Building (GMB) to elicit the factors that promote or inhibit hip fracture recovery, incorporating a feedback perspective to inform system-wide interventions. Hip fracture stakeholder engagement was facilitated through the Group Model Building approach in a two-half-day workshop of 25 stakeholders. This approach combined different techniques to develop a comprehensive qualitative whole-system view model of the factors that promote or inhibit hip fracture recovery. Results: A conceptual, qualitative model of the dynamics of hip fracture recovery was developed that draws on stakeholders' personal experiences through a moderated interaction. Stakeholders identified four domains (i.e., expectation formation, rehabilitation, affordability/availability, and resilience building) that play a significant role in the hip fracture recovery journey.. Discussion: The insight that recovery of loss of function due to hip fracture is attributed to (a) the recognition of a gap between pre-fracture physical function and current physical function; and (b) the marshaling of psychological resilience to respond promptly to a physical functional loss via uptake of rehabilitation services is supported by findings and has several policy implications.

Indexed as

group model buildinghip fracture recoveryrehabilitationresilience buildingsystem dynamics modelling

Identifiers

PMID37424878
PMCPMC10327561

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.