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32 cards. Read the term and the definition here. The deck at the top of this page is optional.

Incidence rate
Number of new cases of a disease occurring in a population during a specified period divided by the person-time at risk; measures the speed of new disease occurrence.
Prevalence
Proportion of a population that has a disease at a given point in time; reflects both incidence and duration of disease and is used for burden estimation.
Attack rate
Proportion of a defined at-risk group that develops illness during an outbreak; a form of cumulative incidence used in acute outbreak settings.
Sensitivity
Proportion of people with disease who test positive; a highly sensitive test has few false negatives and is useful for ruling out disease.
Specificity
Proportion of people without disease who test negative; a highly specific test has few false positives and is useful for confirming disease.
Positive predictive value
Proportion of people with a positive test who actually have disease; it rises as disease prevalence in the tested population increases.
Negative predictive value
Proportion of people with a negative test who are truly disease-free; it rises as disease prevalence in the tested population decreases.
Relative risk
Ratio of disease risk in exposed persons to risk in unexposed persons; used in cohort studies to quantify association strength.
Odds ratio
Ratio of odds of exposure in cases to odds of exposure in controls; used in case-control studies and approximates relative risk when disease is rare.
Attributable risk
Difference in disease risk between exposed and unexposed groups; estimates excess disease burden associated with an exposure in absolute terms.
Herd immunity threshold
Proportion of a population that must be immune to interrupt transmission, calculated as 1 minus 1 divided by the basic reproduction number.
Basic reproduction number
Average number of secondary infections caused by one infectious case in a fully susceptible population; denoted R0 and used to gauge outbreak potential.
Crude mortality rate
Total deaths in a population during a period divided by mid-year population, usually multiplied by 100,000; unadjusted for age composition.
Age-adjusted mortality
Mortality rate recalculated using a standard age distribution to remove confounding by age when comparing populations with different age structures.
Confounding
Distortion of an exposure-outcome association by a third variable related to both exposure and outcome but not on the causal pathway.
Selection bias
Systematic error arising when study participants or groups differ from the target population in ways related to exposure and outcome.
Lead-time bias
Apparent survival gain from earlier diagnosis by screening when the time of death is unchanged; inflates survival without extending life.
Core public health functions
Three foundational roles of public health: assessment of community health, policy development, and assurance of needed services.
Ten Essential Services
Framework of public health activities spanning monitoring, diagnosing, informing, mobilizing, policy, enforcement, linkage, workforce, evaluation, and research.
Primary prevention
Interventions that prevent disease onset before it occurs, such as immunization, water fluoridation, and tobacco control policies.
Secondary prevention
Early detection and prompt treatment of disease at a presymptomatic stage, such as screening programs and case finding.
Tertiary prevention
Interventions after disease has occurred that reduce complications, disability, and mortality, such as rehabilitation and chronic disease management.
Cost-effectiveness analysis
Comparison of interventions by cost per unit of health outcome gained, often expressed as cost per quality-adjusted life year.
Quality-adjusted life year
Metric combining length of life and health-related quality of life; one year in perfect health equals 1.0 QALY.
Outbreak investigation steps
Sequence including verifying diagnosis, confirming outbreak, defining cases, generating hypotheses, implementing control measures, and communicating findings.
Notifiable disease reporting
Legal requirement for clinicians and laboratories to report specified conditions to public health authorities for surveillance and response.
Surveillance system
Ongoing systematic collection, analysis, and dissemination of health data used to guide public health action and program evaluation.
Policy analysis
Systematic comparison of policy alternatives on dimensions such as effectiveness, cost, equity, feasibility, and political acceptability.
Health in All Policies
Approach ensuring that health consequences are considered across sectors such as housing, transportation, and education during policy development.
Risk communication
Exchange of information about health hazards using transparency, timeliness, and consistency to support informed public decisions.
Determinants of health
Factors including biology, behavior, social environment, physical environment, and health services that shape population health outcomes.
Social determinants of health
Conditions of birth, growth, living, working, and aging that influence health, including income, education, housing, and neighborhood safety.