Disruption and recovery of notifiable infectious diseases after COVID-19 in Australia, 2015-2025

BackgroundCOVID-19 non-pharmaceutical interventions (NPIs) disrupted transmission of many infectious diseases worldwide. While disruption patterns are well-documented, systematic analysis of post-pandemic recovery trajectories across diverse pathogens remains limited. We examined disruption and recovery of 47 nationally notifiable diseases in Australia from 2015 to 2025. MethodsWe analysed NNDSS surveillance data for 47 diseases across six transmission modes, quantifying disruption using observed-to-expected (O/E) ratios against 2015-2019 baselines. We applied difference-in-differences (DiD) to estimate causal NPI effects, Kaplan-Meier survival analysis for time-to-recovery, and bootstrap 95% confidence intervals for cumulative immunity debt. ResultsDuring 2020-2021, 28 diseases decreased (median O/E 0.51), with border-sensitive and vaccine-preventable diseases most affected. DiD analysis estimated that border closures were associated with significantly greater suppression among import-dependent diseases (coefficient -0.50, 95% CI -0.90 to -0.10, p=0.016). By 2025, recovery was heterogeneous: 17 diseases exceeded baseline levels, 12 returned to expected levels, 15 remained below baseline (9 partially recovered, 6 in sustained suppression), and 3 had insufficient data for trajectory classification. Five diseases showed suppression-then-overshoot trajectories suggestive of immunity debt, though bootstrap 95% confidence intervals confirmed statistically significant cumulative excess for only one (rotavirus); for influenza, high baseline variability precluded statistical confirmation despite a large absolute overshoot. ConclusionsPost-pandemic disease recovery in Australia is heterogeneous and incomplete. Fifteen of 47 diseases have not returned to baseline levels by 2025, while 17 exhibit overshoot. These findings argue for differentiated surveillance of still-suppressed diseases and targeted catch-up vaccination in pandemic birth cohorts. Article summaryWe analysed disruption and recovery of 47 nationally notifiable diseases in Australia from 2015 to 2025, finding that 15 diseases remain below pre-pandemic levels three years after NPI relaxation. Border closures caused disproportionate suppression of import-dependent diseases, and recovery trajectories varied by disease characteristics, with immunity debt statistically confirmed for only one of five candidate diseases.