epidemiology
Let an agent explain epidemiological concepts and methods, interpret epidemiological findings with appropriate caution, describe subfields, and support learning and public health communication.
Bundle → Layer → Finding → Questions Filled
4 bundles · 8 layers · 8 findings · 16 questions
Concepts Core concepts.
Measures
Measures of disease.
Measures
Measures.
- What do incidence, prevalence, relative risk, odds ratio and attributable risk mean? definition
- How are absolute and relative risks communicated? definition
Designs
Study designs.
Designs
Designs.
- How do cohort, case-control, cross-sectional and trial designs differ, and what can each show? definition
- What are bias and confounding? definition
Interpret Reading studies.
Study
Interpreting a study.
Study
Interpretation.
- What does this epidemiological study show, and what are its limitations? provenance
- Does it support a causal claim? boundary
News
Health news.
News
Health news.
- Is this health headline consistent with the underlying study? boundary
- How should uncertainty be communicated? action
Apply Outbreaks and policy.
Outbreak
Outbreak investigation.
Outbreak
Outbreaks.
- How are outbreaks investigated and controlled, and what is the current official guidance for this outbreak? provenance
- Is the user reporting symptoms needing medical care? boundary
Subfields
Subfields.
Subfields
Subfields.
- What do environmental, clinical, behavioural or seroepidemiology and epizootiology study? definition
- Which entry fits a specific subfield? action
Learn Study and careers.
Careers
Becoming an epidemiologist.
Careers
Careers.
- How does one train as an epidemiologist, and where do they work? provenance
- Which skills are needed? provenance
History
History of epidemiology.
History
History.
- How did epidemiology develop, from John Snow to modern methods? provenance
- Which studies are landmarks? provenance
Classifiers Filled
- Family
- Thing Registry
- Category
- Information and virtual systems
- Entry kind
- thing
- Plane
- INF
- Domain
- INF.KNW
- Other names and narrower kinds
- seroepidemiology, branch of epidemiology, environmental epidemiology, epizootiology, clinical epidemiology, Behavioural epidemiology, forensic epidemiology, Māori epidemiology, epidemiology of violence, digital epidemiology, ecological epidemiology, special epidemiology
What it is Filled
The branch of health science that studies the distribution, determinants and control of diseases and health states in populations, using methods such as surveillance, cohort and case-control studies, trials and modelling, with subfields including clinical, environmental, behavioural and seroepidemiology and, for animal populations, epizootiology; epidemiology underpins public health policy and outbreak response.
Why it exists Filled
Let an agent explain epidemiological concepts and methods, interpret epidemiological findings with appropriate caution, describe subfields, and support learning and public health communication.
Distinguishing features Filled
- Population focus
- Quantitative methods
- Causal inference
- Policy relevance
What robots and AI may and may not do Filled
Must not
- Present a single study as definitive or claim causation from association alone.
- Re-identify people from health data.
- Spread outbreak misinformation or contradict official guidance without evidence.
- Blame groups for disease spread without evidence.
Only with a human decision
- Issuing public health advice or outbreak alerts.
May
- Explain epidemiological methods and findings with sources and stated uncertainty.
- Report official surveillance data with its date and source.
Moral aspects Filled
- Epidemiology guides decisions affecting whole populations; errors cost lives.
- Outbreaks have been used to stigmatise groups.
Who is affected
- The public
- Patients whose data is used
- Stigmatised groups
Owners Filled
Steward
Nobody: a science; public health agencies conduct surveillance.
Master systems
- Disease surveillance systems
Links to other meta-models Filled
parent
- Q843601 - registry parent class
related
- health sciences - category
- public health - application
- biostatistics - methods
- causes of schizophrenia - example of epidemiological research
What else AI and robots need to interact with it Filled
Identity and identifiers required Filled
- Vercy registry: vr.tr.epidemiology
- Wikidata: Q133805 (https://www.wikidata.org/wiki/Q133805)
Direct properties not applicable Not applicable
Not applicable
Plane INF: no invented physical properties.
Recognition optional Filled
- Population-level study of health
- Uses rates and study designs
- Clinical medicine treats individuals
- Not physical; studies, data and reports.
Capabilities and actions required Filled
- explain concepts such as incidence, risk and confounding
- interpret studies and their limits
- describe subfields
- support public health communication
Hazards and failure modes required Filled
- Confusing correlation with causation
- Misreading relative and absolute risk
- Misinformation during outbreaks
Standards and interfaces required Filled
- Reporting guidelines such as STROBE
- Research ethics and data protection
- Disease surveillance regulations
Context of use required Filled
- Understanding health and disease in populations.
- infectious disease epidemiology
- chronic disease epidemiology
- environmental and occupational epidemiology
- clinical and behavioural epidemiology
- seroepidemiology and epizootiology
Sources Filled
- Wikidata item Q133805: epidemiology - identity and sense of the item
- Wikipedia: Epidemiology - general description of the item
Open questions
- Should each subfield be a separate entry?
- How should surveillance data be linked?
- How should reporting guidelines be linked?
Machine files
Provenance
thing registry research (pass 2) · unreviewed
Built from: models/things/publications/thing-q133805/spec.json