Ecological Analysis on Population Health

An ecological analysis is a way for scientists to look at large-scale impacts of time-specific interventions on population health. In these types of studies, researchers examine the health of a population before and after some time-specific event or intervention.

For example, ecological analyses are often performed on data collected before and after the introduction of a national vaccination program. They can also be performed after a major natural disaster to see if there were any public health consequences.

Ecological analyses are not limited to researching the effects of health interventions. They can also be used to analyze the impact of political or environmental changes and natural disasters on health or to assess non-health outcomes.

Graph tracking population health changes

Orbon Alija / Getty Images

The sole defining characteristic of ecological analyses is that the unit being analyzed is the population, not the individual. They are based on population statistics and do not generally take into account the timeline or details of any specific person's health.

For example, an ecological study that looks at abnormal Pap smear rates before and after the initiation of a nationwide HPV vaccination program would not look at whether any particular individual had been vaccinated. Instead, it would simply look at the prevalence of abnormal results in the years before and after vaccinations had begun.

Although ecological analyses can be quite useful when it comes to looking at the impacts of large-scale interventions, they are limited by the fact that they cannot look at cause and effect in individuals. It is important to take this into account when interpreting their results.


Ecological studies have been used to refute the proposed link between autism and the MMR vaccine. When researchers have examined autism rates before and after the initiation of vaccination programs (or before and after changes in vaccine compliance), they have seen no correlation between autism and vaccination.

Instead of a relationship with vaccines, it appears that autism rates have climbed slowly over time—possibly due to changes in diagnostic criteria and/or unidentified environmental factors.

Another example of ecological analysis is an examination of the effect of HPV vaccination on abnormal Pap smears or on cervical cancer rates. Several studies in countries with a far wider uptake of the HPV vaccine than in the United States have done just that.

Research in the United Kingdom and Australia has shown decreases in genital warts, as well as a decline in pre-cancerous cervical changes.

3 Sources
Verywell Health uses only high-quality sources, including peer-reviewed studies, to support the facts within our articles. Read our editorial process to learn more about how we fact-check and keep our content accurate, reliable, and trustworthy.
  1. Gerber JS, Offit PA. Vaccines and autism: a tale of shifting hypothesesClin Infect Dis. 2009;48(4):456-461. doi:10.1086/596476

  2. Centers for Disease Control and Prevention. Data and statistics on autism spectrum disorder. Reviewed September 25, 2020.

  3. El-Zein M, Richardson L, Franco EL. Cervical cancer screening of HPV vaccinated populations: Cytology, molecular testing, both or noneJ Clin Virol. 2016;76 Suppl 1(Suppl 1):S62-S68. doi:10.1016/j.jcv.2015.11.020

Additional Reading

By Elizabeth Boskey, PhD
Elizabeth Boskey, PhD, MPH, CHES, is a social worker, adjunct lecturer, and expert writer in the field of sexually transmitted diseases.