Background: Injuries are a leading cause of death and disability worldwide. Developing countries account for 90% of injury-related deaths globally. Trauma audit filters can facilitate trauma quality improvement initiatives and reduce the injury burden. Little is known about context-appropriate trauma audit filters for developing countries such as Cameroon. This study aimed to (1) develop context-appropriate trauma audit filters for the setting of a regional referral hospital in Cameroon and (2) to assess the barriers and facilitators to their implementation.
Methods: Feasible audit filters were identified by a panel of Cameroonian surgeons using the Delphi technique. A Likert scale (1 to 5, with 5 as "Most Useful") was used to rank the filters for utility in a regional referral hospital setting, analyzed using the median and interquartile range. Semistructured interviews were conducted with 16 health care providers from three hospital facilities to explore their perceptions of supervision and support they receive from hospital administration, availability of resources, their work environment, and potential concerns and impacts of trauma audit filters. Interviews were coded and thematically analyzed.
Results: Within a panel of seven surgeons, 23 of 40 trauma audit filter variables met majority consensus criteria. Twenty-one of these, comprising mostly of primary survey and basic resuscitation techniques, had a median score of ≥4. Filters meeting consensus include, but are not limited to, vitals obtained, breathing assessment made, and two large bore intravenous established within 15 min of arrival; patient with open fracture receives intravenous antimicrobials within 1 h of arrival; patients with suspected spine injury are immobilized and given X-ray. The provider interviews revealed that the barriers to providing quality care were limited human and material resources and patients' inability to pay. Regular staff training in trauma care and the belief that trauma audit filters would potentially streamline work practices and improve the quality of care were cited as promoters of successful implementation.
Conclusions: Primary survey and basic resuscitative techniques are key elements of context-appropriate audit filters in Cameroon. Such audit filters may not be costly, require complex infrastructure, or equipment that exceed the site's capabilities. Proper staff orientation and participation in the use of trauma audit filters, as quality improvement tools, are key to local buy-in and implementation success.
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http://dx.doi.org/10.1016/j.jss.2018.07.048 | DOI Listing |
PLoS One
January 2025
Nova School of Business and Economics, Universidade Nova de Lisboa, Carcavelos, Portugal.
This empirical study assessed the potential of developing a machine-learning model to identify children and adolescents with poor oral health using only self-reported survey data. Such a model could enable scalable and cost-effective screening and targeted interventions, optimizing limited resources to improve oral health outcomes. To train and test the model, we used data from 2,133 students attending schools in a Portuguese municipality.
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CARA Network, School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
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