A few years ago, while I was supervising HIV surveillance data for a city of more than two million residents, I remember a conversation about whether we had “enough” demographic detail in our case records to say anything meaningful about disparities. The honest answer was: it depended entirely on decisions made long before anyone asked […]
What Cluster Detection Really Looks Like Inside HIV Surveillance
When people hear “disease surveillance,” they usually picture something abstract — dashboards, case counts, maybe a map with dots on it. What they don’t picture is the actual work: a small team of epidemiologists and data analysts combing through case reports every week, looking for patterns that don’t announce themselves. That’s what Cluster Detection and […]
Why Most Public Health KPI Dashboards Fail (And How to Fix Them)
Every health department I’ve worked in has had at least one dashboard nobody looks at anymore. It was probably impressive when it launched — clean charts, live data feeds, maybe even a leadership demo. Six months later, it’s a tab nobody opens. This isn’t a technology problem. It’s a design problem, and it’s one of […]
What COVID-19 and Monkeypox Taught Me About Emergency Operations
There’s a specific kind of stress that comes with running two emergency responses at once. During my time with a municipal COVID-19 response team, I spent a stretch managing pandemic operations and an emerging Monkeypox outbreak simultaneously — separate case definitions, separate reporting lines, separate stakeholder groups, and one team that had to hold all […]
Why Public Health Programs Need People Who Speak Both Data and Budget
Public health has no shortage of people who can read an epidemic curve. It has a real shortage of people who can also read a budget, write a grant proposal that survives review, and manage a project through a government procurement process without losing momentum. That gap is one of the most consistent bottlenecks I’ve […]
What Rural Surgery in Benin Taught Me About Public Health Infrastructure
Before I worked in surveillance systems and data dashboards, I worked in a district hospital operating room in Bassila, Benin, performing abdominal surgeries, laparoscopic procedures, and endoscopies for a rural population with limited access to specialized care. It’s about as far from a KPI framework as clinical work gets. But it’s where I first understood […]
From the Operating Room to the Epidemiology Desk
I spent my early career as a physician — first as an emergency physician, then as a general surgeon, treating patients in district hospitals in Benin. Years later, I lead epidemiologic surveillance and data programs at health departments in the United States. On paper, those look like two different careers. In practice, they’re the same […]