Table 1.
Data Items | Examples | Issues |
Setting | ||
Facility | Prehospital Facility (rural vs urban) |
Different levels of data will be appropriate based on facility and the research capacity |
Personnel | Level of training Proportion of providers across each levels of training |
Large variability and must be thoroughly reported to ensure understanding and generalisability of findings |
Equipment | CT scan, sterile equipment, basic disposable items, for example, catheters, fluids, medications | Supply chain limitations and sustainability of access |
Demographics | ||
Country demographics | Age and sex distinctions with generally younger populations with larger burdens of patients living with minimal resources | Demographic and risk transitions are poorly understood in LMICs and need to be well documented |
Comorbidities | Concurrence of infectious disease with non-infectious ones (eg, burdens of anaemia in injured patients) Chronic diseases often unrecognised in LMIC |
Difficulty to assess and categorise for existence and overlap |
Processes | ||
Prehospital care ED Admission as inpatient Need for ICU Discharge |
ED length of stay ED disposition Inpatient length of stay ICU availability and usage |
Lack of clear definitions across physical structures and within single facilities |
Laboratory testing Point of care testing |
Blood counts TuberculosiB or HIV tests ECG Ultrasound |
Availability of tests and types Documentation of results |
Interventions for treatments | Antimicrobials Haemodynamic and respiratory support |
Availability of equipment Implementation costs |
Implementation Quality assurance |
Uptake of and compliance with care algorithms | Difficult to maintain sustainability without resource Need for simple evaluation points |
Outcomes | ||
Mortality Cause of death |
ED based (initial treatment <24 hours) In-hospital mortality and 30/60/90-day mortality |
ED based outcomes not commonly collected Posthospital follow-up difficult and resource intensive |
Post-discharge function and morbidity | Quality of life and functionality assessments | Difficult to collect Cultural appropriateness |
Provider acceptability | Date from surveys, interviews, focus groups. | Poor uptake resulting in lack of representativeness and inaccuracy Uncommonly done in LMICs |
Costing | Fees incurred, lengths of stay, ICU usage, treatments | Variability in costs across settings |
ED, emergency department; ICU, intensive care unit; LMICs, low-income and middle-income countries.