
Incidence Ledger
Move onsets and durations through a toy cohort to see why today's new cases and today's active cases tell different stories.
Each class is a short animated explainer with narration and illustrations, plus quick checks and a mastery quiz. Your progress saves automatically as you complete classes.
Prevention, epidemiology, health systems, inequity, and One Health
Labs in Public Health

Move onsets and durations through a toy cohort to see why today's new cases and today's active cases tell different stories.

Seed an outbreak in the crowd, then raise vaccination coverage and the R₀ dial to find the exact line where the epidemic can no longer take off.
Every class is 13 cards · narrated film + illustration · 2 quick checks · an interactive · a 4-question mastery quiz. Nothing hidden — this is the complete text of What is Public Health? From Cholera to COVID-19.
A child born today in Japan can expect to live to 85. A child born in 1800 had a global life expectancy of around 30. What accounts for this staggering increase? It's not primarily heroic surgeons or miracle drugs. The vast majority of that gain comes from something far more fundamental, and often invisible: public health. It's the clean water you drank this morning, the vaccine schedule you followed as a child, the nutritional label on your food, the very design of the city you live in. Public health is the silent, collective effort that prevents disease before it ever starts. And its greatest triumphs are the non-events—the epidemics that never happened, the injuries that were averted, the lives that were extended without fanfare. Today, we make this invisible architecture visible.
Why is treating sick individuals an inefficient way to create a healthy society?
Treating patients one by one is like pulling people out of a river downstream without ever going upstream to find out why they're falling in. Public health goes upstream.
What, precisely, is our core mission?
Public health is "the science and art of preventing disease, prolonging life, and promoting health through the organized efforts and informed choices of society..."
How did a 19th-century anesthesiologist become the father of modern epidemiology?
In 1854 London, a cholera outbreak raged. The prevailing theory was 'miasma' or bad air. Physician John Snow suspected water. He didn't treat a single patient; he mapped the deaths.
So what do public health professionals actually *do*?
The work of public health can be organized into a cycle of three core functions: Assessment (diagnosis), Policy Development (treatment plan), and Assurance (follow-up).
A simple model can explain the dynamics of nearly every disease.
Disease transmission is modeled as an interaction between three factors: an Agent (the pathogen), a Host (the person), and the Environment (the context). An outbreak occurs when this system is out of balance.
Public health isn't one field; it's a multidisciplinary coalition.
The field is built on five pillars: Epidemiology, Biostatistics, Environmental Health, Health Policy & Management, and Social & Behavioral Sciences.
Let's apply these ideas to a classic outbreak investigation scenario.
An attack rate is a proportion that measures the risk of disease in a specific group during an outbreak. By comparing attack rates between those exposed and not exposed to a potential source, we can identify the cause.
Why are the most effective public health measures often the least popular?
Geoffrey Rose's 'prevention paradox' states that a measure that brings large benefits to the community as a whole offers little to each participating individual.
How does our work differ from that of a medical doctor?
Medicine focuses on the individual patient, aiming to treat disease. Public health focuses on the entire population, aiming to prevent disease. One sees the trees; the other sees the forest.
What are the most common errors in thinking about public health?
Errors in reasoning include the tyranny of the anecdote, confusing correlation with causation, and underestimating the powerful influence of social and environmental determinants on health.
What resources should you use to go deeper?
Essential tools include statistical software like R, publications like the CDC's MMWR, foundational texts like Gordis's "Epidemiology", and data sources from the WHO and IHME.
Let's put the principles of assessment into practice.
This week, conduct a mini-assessment of your own community. Use your local department of health website to find the leading causes of death and illness, compare them to national data, and propose one intervention.
Today we defined public health as the collective societal effort to create conditions that allow people to be healthy. We traced this idea from its origins in 19th-century epidemiology to its modern, multidisciplinary framework.