Practice Notes on Running a Vector Program Well
Written for people who have to operate a program, not for people evaluating one. Every article assumes real constraints: limited crews, imperfect records, and a season that does not wait.
- Field Practice
- Program Design
- Governance
- Surveillance
- Documentation
- Equipment
- Technology
Most recent field note
Creating Better Field Checklists for Vector Programs
A checklist is a data specification that has to survive being used in the rain by someone in a hurry.
Read the article- Derive every field from a required output.
- Constrain values where comparison matters; keep notes for the rest.
- Give every field a defined "could not observe" answer.
All field notes
Ordered by publication date. Each article stands alone and links to the ones it depends on.
Common Gaps in Existing Vector Control Programs
The gaps are rarely exotic. They are the same handful of structural issues, and most of them are invisible from inside the program.
Human Review in AI-Assisted Environmental Operations
Human review is the part of an AI-assisted workflow most often described and least often designed.
Planning a Seasonal Mosquito Surveillance Program
Most surveillance seasons are designed backwards, starting from equipment and routes rather than from the questions the season is meant to answer.
From Trap Counts to Operational Priorities
A count is an observation about a device, not a verdict about a place. Prioritization depends on treating it that way.
Why Field Documentation Matters in Vector Management
Documentation is treated as administrative overhead until the season a program needs to explain a decision and finds it cannot.
How to Select Mosquito Monitoring Equipment
Purchase price is the least informative number in an equipment decision. What matters is whether the program can keep the equipment running correctly for years.
Building a Consistent Multi-Site Surveillance Program
Consistency across locations is an organizational problem before it is a technical one, and it is usually solved by narrowing scope rather than adding process.
What AI Can and Cannot Do in Vector Control
The useful applications are narrower and less dramatic than the marketing, and considerably more valuable than the skepticism suggests.
How Mosquito Surveillance Data Becomes an Operational Plan
Collection is the easy part. The difficulty is the translation step between a season of records and a plan someone can actually execute.
Website information is provided for general informational purposes and does not constitute medical, public-health, regulatory, environmental, scientific, or legal advice. Services and technology are intended to support qualified human decision-making. Results depend on local conditions, program implementation, available data, and other factors.
Have a question these notes do not answer?
Most of these articles started as a question from a program manager. If yours is not covered, it is worth a conversation.