Published October 22, 2026 | Version v1

Medical Sociology of Laboratory Result Turnaround Delays and Empirical Antibiotic Escalation in Nigerian Secondary Hospitals: A Target-Trial Emulation of Diagnostic Uncertainty Exposure

Authors/Creators

  • 1. University of Ibadan

Description

Diagnostic uncertainty in Nigerian secondary hospitals is routinely managed through empirical antibiotic escalation while laboratory results are pending, yet the causal effect of turnaround-time delay on prescribing behaviour remains poorly identified because delays are not randomly assigned and clinicians anticipate them. Using a before-after-control-impact structure with a declared variance decomposition (between-cluster SD = 6.0, residual SD = 4.5, intraclass correlation = 0.64), the analysis characterises the operating characteristics of the estimator across 2000 replications per design cell for cluster counts of 8, 16, 24 and 32 and effect sizes of 3, 5 and 8 percentage points. Power reaches conventional thresholds at 52 clusters for a 5-percentage-point effect, and the minimum detectable effect declines steeply as cluster counts rise from 8 to 32. The framework clarifies why single-site studies of turnaround delay systematically overstate precision and specifies the cluster numbers required for credible inference. The contribution is a design-theoretic account of diagnostic uncertainty as an institutional exposure, with implications for how medical sociology models the relationship between laboratory infrastructure and antimicrobial stewardship in resource-constrained hospitals.

Notes

Published in African Medical Sociology, vol 27, issue 8, pp 57-70. DOI: 10.5281/zenodo.23549954. A Pan-African Research Journals (PARJ Africa) publication, https://parj.africa

Files

article.pdf

Files (862.4 kB)

Name Size
md5:2fddcabc5623fb82ace7ffe9772d1604
357.6 kB Download
md5:ac1b2b8bf99b4bb2b61b7d0efd3423e8
504.8 kB Preview Download

Additional details

References

  • Conner, M. M., Anderson, L. K., & Baird, T. D. (2016). Before-after-control-impact design: A tool for evaluating the effects of environmental disturbances. Environmental Monitoring and Assessment, 188(4), 234.
  • Freidson, E. (1970). Profession of medicine: A study of the sociology of applied knowledge. Dodd, Mead.
  • Hawkins, R. C. (2012). Laboratory turnaround time. The Clinical Biochemist Reviews, 33(1), 17-22.
  • HernĂ¡n, M. A., & Robins, J. M. (2016). Using big data to emulate a target trial when a randomized trial is not available. American Journal of Epidemiology, 183(8), 758-764.
  • Okeke, I. N., Laxminarayan, R., Bhutta, Z. A., Duse, A. G., Jenkins, P., O'Brien, T. F., Pablos-Mendez, A., & Klugman, K. P. (2005). Antimicrobial resistance in developing countries. Part I: Recent trends and current status. The Lancet Infectious Diseases, 5(8), 481-493.
  • Petti, C. A., Polage, C. R., Quinn, T. C., Ronald, A. R., & Sande, M. A. (2006). Laboratory medicine in Africa: A barrier to effective health care. Clinical Infectious Diseases, 42(3), 377-382.