Epidemiology is the study of how diseases spread through populations and what factors influence their patterns. Rather than focusing on individual patients, this field examines broader trends to identify outbreaks, track transmission, and guide public health decisions. By analyzing data on infection rates and risk factors, researchers work to prevent future health crises and protect communities worldwide.

On Gist.Science, we process every new preprint in this category directly from medRxiv to make these critical findings instantly accessible. For each study, we provide both a plain-language explanation for general readers and a detailed technical summary for specialists. This dual approach ensures that vital insights into disease dynamics are understood clearly and quickly by everyone who needs them.

Explore the latest research below to see how scientists are currently mapping disease trends and developing strategies to safeguard global health.

📊 epidemiology

Detecting early loss of kidney function in a Sri Lankan cohort study of working age adults

This six-year longitudinal study of working-age adults in Sri Lanka reveals that nearly a quarter experienced declining kidney function and identifies smokeless tobacco use, smoking, and weedkiller exposure as significant risk factors for transitioning from healthy to unhealthy kidney states.

Chulasiri, P., Rutter, C. E., Gunawardena, N., Wickramasinghe, S., Niyas, R., Pearce, N., Caplin, B., Ruwanpathirana, T.2026-08-19
📊 epidemiology

Describing health inequalities without distortion: Simple-Means MAIHDA vs Random-Effects MAIHDA

This paper introduces Simple-Means MAIHDA (S-MAIHDA) as a distribution-free method that accurately describes health inequalities by using observed stratum data to avoid the distortion and attenuation of small-stratum effects caused by the shrinkage inherent in traditional Random-Effects MAIHDA.

Merlo, J., Bashir, N. Z., Rodriguez-Lopez, M., Khalaf, K., Öberg, J., Perez-Vicente, R.2026-08-18
📊 epidemiology

Rickettsiosis is the Leading Cause of Acute Undifferentiated Fever in Hoima, Uganda: A Prospective Health Facility-based Study

This prospective study in Hoima, Uganda, reveals that rickettsiosis is the leading cause of acute undifferentiated fever, surpassing malaria and leptospirosis in prevalence, and underscores the need to update clinical guidelines to include empiric doxycycline treatment and improved diagnostics for malaria-negative patients with relevant environmental exposures.

Kirabo, A. V., Oakley, R., Kobba, K., Ndawula, E. C., Plag, M., Ogwang, J., Kirungi, M., Ndagire, A., Nickel, B., Lamord (…)2026-08-17
📊 epidemiology

T-Rx: A toolbox for reproducible processing of prescriptions (Rx) stored in electronic health record databases

T-Rx is an open-source R package designed to facilitate the reproducible extraction, imputation, and conversion of prescription data from electronic health records into longitudinal exposure periods and phenotype dataframes for downstream genetic and epidemiological analyses.

Lo, C. W. H., Handley, D., Pain, O., Kamp, M., Gillett, A. C., Iveson, M. H., Fabbri, C., Young, K. G., AMBER Research T (…)2026-08-15
📊 epidemiology

Beyond Signal Detection: Sequential Target Trial Emulations to Confirm Previously Detected Adverse Drug Event Signals for Atorvastatin in Older Medicare Beneficiaries

Using a rigorous sequential target trial emulation framework with refined outcomes and quantitative bias analysis in Medicare beneficiaries, this study confirmed that atorvastatin initiation is associated with increased risks of early hemorrhagic cerebrovascular events, cardiac valve disorders, musculoskeletal injuries in men, and specific hepatobiliary events, while refuting other previously detected signals.

Rowan, C. G.2026-08-14
📊 epidemiology

Individual and Community-Level Determinants of Hypertension among Overweight and Obese Adults in Ethiopia: A Multilevel Analysis of Demographic and Health Survey Data

This multilevel analysis of the 2024-25 Ethiopia Demographic and Health Survey reveals that hypertension among overweight and obese adults is significantly driven by individual factors such as age, sex, education, and wealth, as well as community-level determinants including urban residence and wealth concentration, highlighting the need for integrated clinical and structural public health interventions.

Gebiru, A. M., Nigate, G. K., Gelaw, N. B., Yirdaw, B. W., Yimer, B. B., Tassew, W. C., Godana, T. N., Genet, G. B., Mek (…)2026-08-14
📊 epidemiology

Mycoplasma genitalium infection and adverse pregnancy outcomes among pregnant women in South Africa: prospective cohort study

This prospective cohort study conducted in South Africa found that *Mycoplasma genitalium* infection during pregnancy was not associated with adverse birth outcomes, such as preterm birth or low birth weight, nor did it interact with vaginal dysbiosis, suggesting that routine testing and treatment for the infection in pregnant women may not be necessary.

Gigi, R. M., Mdingi, M. M., Jung, H., Braunack-Mayer, L., Mensah, E., Rossel, J.-B., Babalola, C. M., Muzny, C. M., Tayl (…)2026-08-11