Illustration depicting disease clusters undermining vaccination efforts.

Is Your Community Vulnerable? Why Measles Outbreaks Defy Vaccination Rates

"New research reveals how 'clustering' of unvaccinated individuals can undermine herd immunity and fuel outbreaks, even in highly vaccinated areas."


For years, public health officials have emphasized the importance of high vaccination coverage to achieve herd immunity and eliminate diseases like measles. The goal? To reach a critical vaccination threshold (Vc), ensuring enough people are immune to prevent outbreaks. However, the persistence of measles outbreaks, even in countries with seemingly high vaccination rates, suggests a more complex picture.

Traditional estimates of Vc assume that populations are evenly mixed, meaning everyone has an equal chance of interacting with everyone else. But what happens when this assumption is violated? What if susceptible individuals—those not vaccinated or immune—are more likely to come into contact with each other? This is where the concept of "clustering" comes in, and new research sheds light on its potentially dangerous impact.

A recent study published in Vaccine explores how spatial clustering of susceptibility can undermine measles elimination efforts. Researchers developed a method to estimate Vc and the effective reproductive number (R)—a measure of how many people an infected person is likely to infect—while accounting for this clustering effect. Their findings highlight the need to move beyond national vaccination goals and focus on subnational strategies to achieve true measles elimination.

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Clustering Can Hide Vulnerability

A community may remain vulnerable to measles epidemics even when national vaccination coverage targets are met. The cited study identifies spatial clustering of susceptible people as a reason: if susceptible individuals preferentially contact one another, local transmission can persist despite a reassuring national average. This finding highlights why coverage totals alone may not reveal every community’s risk.

Measuring Immunity Gaps

Serosurveys can support measles elimination by giving a richer understanding of population immunity gaps, provided they are properly applied. Research has combined serological estimates from 17 countries with age-specific mixing patterns to derive contact-adjusted immunity levels, then compared those estimates with case data from the following 10 years. However, no gold standard for defining immunity gaps exists, and the methods described are fallible. Updated population-immunity-profile methods aim to standardize assumptions and methods, while point-of-contact antibody assessment and multiplex assays could make serosurveys easier to apply.

A High Bar for Measles Herd Immunity

The Health Observatory’s measles timeline describes herd immunity as a condition in which a disease cannot spread because enough people are immune through vaccination or exposure. It gives measles’ herd-immunity threshold as 95% of the population, noting that the threshold varies by disease and is particularly high for measles. A 2025 review also describes measles as an almost exclusively human infection and potentially eradicable through vaccination, while emphasizing the need for two doses when natural exposure is minimal or absent.

The Clustering Effect: How Susceptibility Hotspots Fuel Measles

Illustration depicting disease clusters undermining vaccination efforts.

The study highlights a critical flaw in traditional approaches to vaccination planning: the assumption of evenly mixed populations. In reality, people tend to cluster geographically and socially. This means that unvaccinated individuals are more likely to interact with other unvaccinated individuals, creating pockets of susceptibility.

Think of it like this: imagine two communities with the same overall vaccination rate. In one community, the unvaccinated individuals are spread evenly throughout the population. In the other, they are concentrated in specific neighborhoods or social groups. Which community is more vulnerable to a measles outbreak? The answer is likely the community with clustering.

  • Higher Reproductive Number (R): Clustering increases the effective reproductive number, meaning a single infected person can infect more people than in a homogeneously mixed population.
  • Elevated Critical Vaccination Threshold (Vc): To achieve herd immunity, a higher percentage of the population needs to be vaccinated when susceptibility is clustered.
  • Increased Outbreak Risk: Even when national vaccination targets are met, communities with high clustering remain vulnerable to outbreaks following a single introduction of the virus.
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Fine-Scale Clustering Matters

Research on measles nonvaccination finds that fine-scale spatial clustering can increase outbreak potential while being obscured by aggregated reporting data. The study argues that setting the classical vaccination target at a national or state level may still permit endemic transmission. It therefore supports closer assessment of vaccination levels at finer geographic scales.

Clustering Is Not Always Nonvaccination

Clustering of susceptibility can arise from waning immunity, not only from people who were never vaccinated. The cited study gives recent mumps outbreaks among college students and hockey teams as examples, suggesting that clustering by age may concentrate people whose immunity has waned. This example cautions against treating every cluster of susceptibility as evidence of nonvaccination.

Policy Milestones and Fragile Protection

The United States introduced a two-dose measles vaccination schedule in 1989, earlier than Japan, which introduced one in 2006; the United States declared measles elimination in 2000, while Japan did so in 2015. Another source emphasizes that measles herd immunity is fragile because even small coverage declines can raise the risk of large outbreaks after reintroduction. A 2025 report on the US outbreak states that measles vaccination rates were below 95% from 2020 through 2024 and describes an increased risk of infection among immunocompetent seronegative individuals.

To illustrate the impact of clustering, researchers used data from Tanzania Demographic and Health Surveys, they analyzed data of clustering and non-vaccination contributing to endemic transmission of measles during last two decades. That shift from national to subnational focus needed, as countries approach elimination.

Beyond National Goals: A Targeted Approach to Measles Elimination

The study's findings underscore the need to move beyond a one-size-fits-all approach to vaccination. High national vaccination coverage is essential, but it's not enough to guarantee protection against measles outbreaks.

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Surveillance and Vaccination Data Can Reveal Gaps

The Lancet reports that the United States had 2,280 confirmed measles cases in 2025 and 910 additional cases in the first six weeks of 2026, threatening the elimination status achieved in 2000. A separate 2025 commentary suggests that integrating routinely collected surveillance and vaccination data could help identify immunity gaps and anticipate outbreak risk amid rising global cases and declining coverage. Together, these sources point to the importance of maintaining elimination efforts while using data to locate vulnerabilities.

Elimination Requires Sustained Public Health Work

A report on public health responses during measles outbreaks says elimination requires health systems to sustain physician awareness, high immunization coverage, and elimination-standard surveillance—even when disease is nearly absent locally. It notes that this remains necessary while measles is still endemic somewhere in the world. A 2026 article on Nepal and global lessons describes measles as highly transmissible and states that maintaining elimination depends on exceptionally high population immunity.

Instead, public health efforts must focus on identifying and addressing areas with high susceptibility clustering. This may involve:

<ul><li>Micro-Targeting Vaccination Efforts: Tailoring vaccination campaigns to reach specific communities or social groups with low coverage.</li><li>Addressing Root Causes: Identifying and addressing the underlying factors contributing to clustering, such as lack of access to healthcare, misinformation, or social barriers.</li><li>Enhanced Surveillance: Implementing robust surveillance systems to detect and respond to outbreaks quickly, especially in high-risk areas.</li></ul>

What the model leaves uncertain

  • The paper notes that non-vaccination clustering may reflect several overlapping circumstances, including distance from care, limited health education, geographic isolation, or nomadic group membership.[1]
  • The authors say future work may need models that represent social interaction and behavior in greater detail than their approach does.[1]
Study at a glance
DurationThe last two decades (historical context for Tanzania measles transmission).[2]
Main outcomeEffective reproductive number and critical vaccination threshold, accounting for susceptibility clustering.[2]
Effect sizeAt 95% population immunity, high clustering increased R from 0.75 to 1.29, Vc from 93% to 96%, and outbreak probability from <1% to 23%.[2]
Times cited77[2]

How later work used the clustering result

A later analysis of fine-scale measles non-vaccination cites this paper in support of examining vaccination patterns below the national or state level, rather than relying only on broad targets.[3]

That later paper also describes the clustering adjustment as a possible source of underestimation in the classical threshold formula when non-vaccinated people are geographically grouped.[3]

About this Article -

Written with AI assistance from published research, and reviewed by the Mystum team. See our About page for more information.

This article is based on research published under:

DOI-LINK: 10.1016/j.vaccine.2018.12.012, Alternate LINK

Title: Characterizing The Impact Of Spatial Clustering Of Susceptibility For Measles Elimination

Subject: Infectious Diseases

Journal: Vaccine

Publisher: Elsevier BV

Authors: Shaun A. Truelove, Matthew Graham, William J. Moss, C. Jessica E. Metcalf, Matthew J. Ferrari, Justin Lessler

Published: 2019-01-01

Everything You Need To Know

1

What is herd immunity and the Critical Vaccination Threshold, and how do they relate?

The concept of herd immunity aims to protect those who cannot be vaccinated by having a sufficient portion of the population immune to a disease. The Critical Vaccination Threshold (Vc) is the percentage of the population that needs to be vaccinated to achieve herd immunity. However, this threshold can be higher in communities with significant clustering of unvaccinated individuals.

2

What is meant by 'clustering' in the context of measles outbreaks?

Clustering refers to the tendency of unvaccinated individuals to group together, whether geographically or socially. This creates pockets of susceptibility where measles can spread more easily. Even with high overall vaccination rates, if unvaccinated people are clustered, the community remains vulnerable to outbreaks because the virus can circulate rapidly within these groups.

3

How does 'clustering' impact the Reproductive number (R) of measles?

The Reproductive number (R) is a measure of how many secondary infections result from a single infected individual. In the context of measles, clustering increases the effective R, as an infected person is likely to infect more people within a cluster of unvaccinated individuals. This heightened R means that outbreaks can occur even when overall vaccination rates appear high.

4

Why are measles outbreaks still happening even with high vaccination rates?

Measles outbreaks persist despite high national vaccination rates because traditional vaccination strategies often assume an evenly mixed population. When susceptible individuals are clustered, the Critical Vaccination Threshold (Vc) increases. Therefore, to protect against measles, a focus on subnational vaccination strategies that address areas with clustering of unvaccinated individuals is necessary.

5

What does a subnational approach to measles vaccination involve?

A subnational approach to vaccination focuses on specific communities or regions with high clustering of unvaccinated individuals. Instead of solely relying on national vaccination goals, this strategy involves targeted vaccination efforts to reach those most at risk. This approach aims to increase vaccination coverage within susceptible clusters, reducing the effective Reproductive number (R) and better protecting the entire community from measles outbreaks.

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