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Trauma Follow-Up Voorspelling (Project 2: Doel 1)

4 november 2026 bijgewerkt door: Mefire Alain Chichom

Data-adaptieve methoden gebruiken om de follow-up van gewonde patiënten na ontslag uit het ziekenhuis in Kameroen te optimaliseren (Doel 1)

Traumatic injury and inadequate follow-up care are a significant cause of morbidity and 10% of all deaths in sub-Saharan Africa (SSA). In Cameroon, ~50% of all emergency department (ED) visits are due to traumatic injury, which is likely only ~60% of all traumatic injuries. In the subset of patients who seek care, follow-up after discharge can save lives, yet is uncommon due to both supply-side (e.g., under-resourced health systems, poor data) and demand-side (e.g., poverty) barriers, resulting in preventable complications after discharge (e.g., sepsis, osteomyelitis). Consequently, better follow-up care of trauma patients is a neglected, but high-yield opportunity to improve injury outcomes, especially when coupled with mobile health technologies (mHealth) to better predict and implement post-discharge care, preventing disability and death.

Thus, in this study, the investigators will scale up an existing trauma registry and expand use of a mHealth screening tool (triage tool). At 10 hospitals, the investigators will implement a trauma registry and mHealth tool and evaluate success in a mixed-methods study; a quantitative prospective cohort of all eligible injured patients will be followed for 6 months after discharge and an inductive qualitative study.

Studie Overzicht

Toestand

Voltooid

Gedetailleerde beschrijving

Injury is the largest contributor to the global burden of surgical disease and the cause of 10% of all deaths in Sub-Saharan Africa (SSA). In SSA countries like Cameroon, injured people face multiple obstacles to trauma care, including potentially lifesaving follow-up care after hospital discharge. To significantly improve health in the SSA, there is an urgent need for effective, innovative, and scalable approaches to reduce morbidity and mortality from injury. Follow-up care of trauma patients is a neglected, but high-yield opportunity to improve injury outcomes, especially when coupled with mobile health technologies (mHealth) to better predict and implement post-discharge care. The ubiquity and high penetration of mobile phones in Cameroon provides a novel opportunity to improve injury care in the country. The long-term goal of this project is to improve trauma outcomes and reduce the burden associated with injury in Cameroon, with the overall objective of preventing disability and death.

A critical barrier to improved trauma outcomes in resource-limited SSA contexts is the rapid identification of patients who would benefit from further care and successful retention of these patients through treatment completion. Building on the investigators established research infrastructure in Cameroon, using an implementation science approach, the team will conduct a mixed-methods study and first expand the existing trauma registry to 10 hospitals and scale-up an mHealth, phone-based screening tool (triage tool) to identify trauma patients in Cameroon who would benefit from further formal medical care post-discharge. The second part of the study will consist of an inductive qualitative study using in-depth interviews (IDIs) with all the stakeholders: patients, ED staff, and CTR and mHealth research staff. In addition to the IDIs, the research team will also conduct a non-participant observation of the project's implementation, analyzing the behaviors of each stakeholder and the dynamics of interactions between them. The project's implementation will be assessed using domains of the Consolidated Framework for Implementation Research (CFIR) as theoretical framework. These data gathered in this aim will be triangulated to guide adaptation and optimization of the intervention in Aim 2.

Studietype

Observationeel

Inschrijving (Werkelijk)

9079

Contacten en locaties

In dit gedeelte vindt u de contactgegevens van degenen die het onderzoek uitvoeren en informatie over waar dit onderzoek wordt uitgevoerd.

Studie Locaties

    • Southwest
      • Buea, Southwest, Kameroen, 0000
        • D-SINE Africa, University of Buea

Deelname Criteria

Onderzoekers zoeken naar mensen die aan een bepaalde beschrijving voldoen, de zogenaamde geschiktheidscriteria. Enkele voorbeelden van deze criteria zijn iemands algemene gezondheidstoestand of eerdere behandelingen.

Geschiktheidscriteria

Leeftijden die in aanmerking komen voor studie

  • Kind
  • Volwassen
  • Oudere volwassene

Accepteert gezonde vrijwilligers

Ja

Geslachten die in aanmerking komen voor studie

Allemaal

Bemonsteringsmethode

Niet-waarschijnlijkheidssteekproef

Studie Bevolking

A prospective cohort study of all eligible admitted trauma patients in the Cameroon Trauma registry (CTR) and a qualitative study of 110 in-depth interviews (IDIs).

The 10 study sites of the CTR are as follows:

  1. Laquintinie Hospital of Douala, (Littoral region)
  2. Limbé Regional Hospital, (Southwest region)
  3. Pouma Catholic Hospital, (Littoral region)
  4. Edea Regional Hospital, (Littoral region)
  5. The Emergency and Reanimation Center of Yaounde, (Centre Region)
  6. Bafoussam Regional Hospital (West region)
  7. Maroua Regional Hospital (Far north region)
  8. Bafia district hospital (Centre Region)
  9. Kribi District hospital (South Region)
  10. Bertoua Regional Hospital (East Region)

Beschrijving

Inclusion Criteria:

Trauma Registry (CTR): Patients satisfying the following inclusion criteria will be included in the registry:

  1. Patients with acute traumatic injury i.e. within 2 weeks of presentation for care.
  2. Trauma patients who are formally admitted to the hospital as in-patients.
  3. Trauma patients who die upon arriving to the Emergency Departments or while admitted in the hospital.
  4. Trauma patients who are transferred to other health facilities.
  5. Trauma patients with indications for hospital admission (based on physicians' assessments) but leave against medical advice
  6. Trauma patients who are kept under observation in the Emergency Department for over 24 hours

Standard mHealth Triage Tool Eligibility: The mHealth triage tool will be administered to the subset of patients included in the trauma registry who are admitted then discharged home after treatment.

Exclusion Criteria:

Trauma Registry Exclusion criteria: Patients will not be excluded based on age, gender, race, or nationality. If patients or their surrogate decision-maker do not give consent to participation, those patients will be excluded.

According to the World Health Organization (WHO) injury definition, the following will be excluded from the definition of "injury": "Whereas the above definition of an injury includes drowning (lack of oxygen), hypothermia (lack of heat), strangulation (lack of oxygen), decompression sickness or "the bends" (excess nitrogen compounds) and poisonings (by toxic substances), it does NOT include conditions that result from continual stress, such as carpal tunnel syndrome, chronic back pain and poisoning due to infections. Mental disorders and chronic disability, although these may be eventual consequences of physical injury, are also excluded by the above definition."

Although included in the WHO definition, poisonings will be excluded from the CTR as these have been extremely rare events in the CTR to date and are not typically included in trauma registries in most other contexts.

Patients who are not formally admitted and discharged within 24 hours from the Emergency Ward will be excluded.

Studie plan

Dit gedeelte bevat details van het studieplan, inclusief hoe de studie is opgezet en wat de studie meet.

Hoe is de studie opgezet?

Ontwerpdetails

  • Observatiemodellen: COHORT
  • Tijdsperspectieven: PROSPECTIVE

Cohorten en interventies

Groep / Cohort
Interventie / Behandeling
Aim 1 Prospective Cohort

All eligible admitted trauma patients in the trauma registry and a qualitative study of 110 in-depth interviews (IDIs).

Standard mHealth triage tool administered to eligible trauma patients by phone at 2 weeks, 1 month, 3 months, and 6 months post-hospital discharge. The mHealth triage tool is a survey that includes a 7-item questionnaire to identify their need for follow-up care.

The need for follow-up care at any of the 4 follow-ups is defined as a flagged response to ≥1 question on the 7-item screening survey.

Wat meet het onderzoek?

Primaire uitkomstmaten

Uitkomstmaat
Maatregel Beschrijving
Tijdsspanne
Proportion of Successful Contacts
Tijdsspanne: 2 weeks post-discharge

Proportion of hospitalized trauma patients who are reached by mobile phone at 2weeks post-discharge.

2 weeks post-discharge
Proportion of Successful Contacts
Tijdsspanne: 1 month post-discharge

Proportion of hospitalized trauma patients who are reached by mobile phone at 1 month post-discharge.

1 month post-discharge
Proportion of Successful Contacts
Tijdsspanne: 3 months post-discharge

Proportion of hospitalized trauma patients who are reached by mobile phone at 3 months post-discharge.

3 months post-discharge
Proportion of Successful Contacts
Tijdsspanne: 6 months post-discharge

Proportion of hospitalized trauma patients who are reached by mobile phone at 6 months post-discharge.

6 months post-discharge
Proportion needing follow-up care.
Tijdsspanne: 2 weeks post-discharge

Proportion of hospitalized trauma patients who are reached by mobile phone at 2 weeks post-discharge and who are identified by the standard screening tool as needing follow-up care.

2 weeks post-discharge
Proportion needing follow-up care.
Tijdsspanne: 1 month post-discharge

Proportion of hospitalized trauma patients who are reached by mobile phone at 1 month post-discharge and who are identified by the standard screening tool as needing follow-up care.

1 month post-discharge
Proportion needing follow-up care.
Tijdsspanne: 3 months post-discharge

Proportion of hospitalized trauma patients who are reached by mobile phone at 3 months post-discharge and who are identified by the standard screening tool as needing follow-up care.

3 months post-discharge
Proportion needing follow-up care.
Tijdsspanne: 6 months post-discharge

Proportion of hospitalized trauma patients who are reached by mobile phone at 6 months post-discharge and who are identified by the standard screening tool as needing follow-up care.

6 months post-discharge
Proportion needing follow-up care.
Tijdsspanne: 24 months

Cumulative Proportion of hospitalized trauma patients who are reached by mobile phone over the study period and who are identified by the standard screening tool as needing follow-up care.

24 months
Qualitative outcomes: Examine Inner setting of the Consolidated Framework for Implementation Research (CFIR)
Tijdsspanne: 6 months through 24 months

Examine through qualitative data, the inner setting domain of the Consolidated Framework for Implementation Research (CFIR) among patients, facility staff, and research assistants

6 months through 24 months
Qualitative outcomes: Examine Outer setting of the Consolidated Framework for Implementation Research (CFIR)
Tijdsspanne: 6 months through 24 months

Examine through qualitative data, the outer setting domain of the Consolidated Framework for Implementation Research (CFIR) among patients, facility staff, and research assistants

6 months through 24 months
Qualitative outcomes: Examine Characteristics of individuals using the Consolidated Framework for Implementation Research (CFIR)
Tijdsspanne: 6 months through 24 months

Examine through qualitative data, the Characteristics of individuals using the Consolidated Framework for Implementation Research (CFIR) among patients, facility staff, and research assistants

6 months through 24 months
Qualitative outcomes: Examine Process of implementation using the Consolidated Framework for Implementation Research (CFIR)
Tijdsspanne: 6 months through 24 months

Examine through qualitative data, the process of implementation using the Consolidated Framework for Implementation Research (CFIR) among patients, facility staff, and research assistants.

6 months through 24 months

Secundaire uitkomstmaten

Uitkomstmaat
Maatregel Beschrijving
Tijdsspanne
Disability assessed by Augmented Glasgow Outcomes Scale-Extended (aGOSE)
Tijdsspanne: 24 months; after the last participant recruited in month 18 completes 6 month follow-up.

Assess disability for the total cohort and subgroups (study site, socioeconomic status, injury mechanism, injury type, participant demographics, hospital type) at each timepoint as determined by Augmented Glasgow Outcomes Scale-Extended (aGOSE). A possible score of 1 through 8; lowest score of 1 means death while maximum score of 8 means Upper good recovery.

24 months; after the last participant recruited in month 18 completes 6 month follow-up.

Medewerkers en onderzoekers

Hier vindt u mensen en organisaties die betrokken zijn bij dit onderzoek.

Onderzoekers

  • Hoofdonderzoeker: Alain Chichom-Mefire, MD, University of Buea
  • Hoofdonderzoeker: Catherine Juillard, MD, MPH, University of California, Los Angeles

Studie record data

Deze datums volgen de voortgang van het onderzoeksdossier en de samenvatting van de ingediende resultaten bij ClinicalTrials.gov. Studieverslagen en gerapporteerde resultaten worden beoordeeld door de National Library of Medicine (NLM) om er zeker van te zijn dat ze voldoen aan specifieke kwaliteitscontrolenormen voordat ze op de openbare website worden geplaatst.

Bestudeer belangrijke data

Studie start (Werkelijk)

3 juli 2023

Primaire voltooiing (Werkelijk)

23 december 2025

Studie voltooiing (Werkelijk)

23 juni 2026

Studieregistratiedata

Eerst ingediend

5 juni 2022

Eerst ingediend dat voldeed aan de QC-criteria

17 juni 2022

Eerst geplaatst (Werkelijk)

24 juni 2022

Updates van studierecords

Laatste update geplaatst (Werkelijk)

9 november 2026

Laatste update ingediend die voldeed aan QC-criteria

4 november 2026

Laatst geverifieerd

1 november 2026

Meer informatie

Termen gerelateerd aan deze studie

Andere studie-ID-nummers

  • GRANT13254336
  • U54TW012087 (Subsidie/contract van de Amerikaanse NIH)

Plan Individuele Deelnemersgegevens (IPD)

Bent u van plan om gegevens van individuele deelnemers (IPD) te delen?

NEE

Beschrijving IPD-plan

De-identified individual participant data for all primary and secondary outcome measures will be made available upon reasonable request to Harnessing Data Science for Health Discovery and Innovation in Africa (DSI Africa) consortium and other researchers.

Informatie over medicijnen en apparaten, studiedocumenten

Bestudeert een door de Amerikaanse FDA gereguleerd geneesmiddel

Nee

Bestudeert een door de Amerikaanse FDA gereguleerd apparaatproduct

Nee

Deze informatie is zonder wijzigingen rechtstreeks van de website clinicaltrials.gov gehaald. Als u verzoeken heeft om uw onderzoeksgegevens te wijzigen, te verwijderen of bij te werken, neem dan contact op met register@clinicaltrials.gov. Zodra er een wijziging wordt doorgevoerd op clinicaltrials.gov, wordt deze ook automatisch bijgewerkt op onze website .

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