Egyptian Board Family Medicine study materials
Egyptian Board Family Medicine study resources

Egyptian Board Family Medicine key terms

Egyptian Board Family Medicine · Get comfortable with the vocabulary.

Pre-test probability

The estimated chance that a patient has a target condition before any test is done, based on age, sex, symptoms and setting. It determines whether a positive or negative result meaningfully changes management.

Related: Likelihood ratio, Positive predictive value, Number needed to screen
Likelihood ratio

A ratio comparing how often a given test result occurs in people with the disease versus those without it. Values above 1 raise the probability of disease; values below 1 lower it; 1 means no information.

Related: Pre-test probability, Sensitivity, Specificity
Sensitivity

The proportion of people who truly have a condition and are correctly identified by a test. A highly sensitive test is useful for ruling out disease when the result is negative.

Related: Specificity, Likelihood ratio, Screening test
Specificity

The proportion of people without a condition who are correctly identified as disease-free by a test. A highly specific test is useful for confirming disease when the result is positive.

Related: Sensitivity, Positive predictive value, Likelihood ratio
Positive predictive value

The probability that a person with a positive test result actually has the disease. It depends heavily on disease prevalence in the tested population, so it falls when the condition is rare.

Related: Pre-test probability, Sensitivity, Screening test
Number needed to treat

The number of patients who must receive an intervention for one additional person to benefit over a defined period. It is the reciprocal of the absolute risk reduction and expresses clinical effort required.

Related: Absolute risk reduction, Confidence interval, Number needed to screen
Absolute risk reduction

The arithmetic difference in event rates between a control group and a treated group, expressed as a percentage or proportion. It reflects real clinical benefit better than relative risk reduction alone.

Related: Number needed to treat, Confidence interval, Intention-to-treat analysis
Confidence interval

A range of values within which the true population estimate is likely to lie, usually stated at 95 percent. Its width shows the precision of a study result and whether it excludes a null value.

Related: P value, Absolute risk reduction, Randomization
Intention-to-treat analysis

Analysing trial participants in the groups to which they were originally assigned, regardless of whether they completed or adhered to treatment. It preserves randomization and gives a conservative estimate of effectiveness.

Related: Randomization, Confidence interval, Absolute risk reduction
Randomization

Allocating study participants to comparison groups by chance, which balances known and unknown confounders between groups. It is the defining feature that allows a trial to support causal claims.

Related: Intention-to-treat analysis, Confounding, Confidence interval
Confounding

Distortion of an observed association because a third factor is linked both to the exposure and to the outcome. It can create or hide a true effect and is addressed by design or statistical adjustment.

Related: Randomization, Selection bias, Odds ratio
Selection bias

Systematic error arising when the people included in a study, or the way they are grouped, differ from the population the results are meant to represent. It threatens external validity and comparability of groups.

Related: Confounding, Randomization, Lead-time bias
Lead-time bias

Apparent improvement in survival caused only by earlier detection of disease, without any postponement of death. It makes screening programmes look effective when they merely shift the date of diagnosis.

Related: Length-time bias, Screening test, Overdiagnosis
Length-time bias

The tendency of screening to detect slow-growing, less aggressive disease preferentially, because such cases remain detectable for longer. It inflates apparent survival in screened groups compared with unscreened groups.

Related: Lead-time bias, Overdiagnosis, Screening test
Overdiagnosis

Detection of a condition that would never have caused symptoms or death during the patient's lifetime. It leads to unnecessary treatment, anxiety and cost, and is a major harm of screening programmes.

Related: Lead-time bias, Length-time bias, Number needed to screen
Screening test

A test applied to asymptomatic people to identify those at higher risk of a condition, who are then offered confirmatory diagnosis. It must be acceptable, valid and linked to an effective intervention.

Related: Sensitivity, Overdiagnosis, Number needed to screen
Number needed to screen

The number of asymptomatic people who must undergo a screening test for one clinically important outcome to be prevented or one case to be detected. It expresses the effort and cost of a screening programme.

Related: Screening test, Overdiagnosis, Number needed to treat
Notifiable disease

A condition that clinicians and laboratories are legally required to report to public health authorities, enabling surveillance, outbreak investigation and control measures. The list and reporting timelines are set nationally.

Related: Surveillance, Contact tracing, Herd immunity
Surveillance

The ongoing systematic collection, analysis and interpretation of health data, linked to timely dissemination and action. It underpins outbreak detection, programme monitoring and public health priority setting.

Related: Notifiable disease, Contact tracing, Incidence rate
Herd immunity

Indirect protection of susceptible people that arises when a sufficiently high proportion of a population is immune, interrupting chains of transmission. The threshold varies with how contagious the pathogen is.

Related: Notifiable disease, Contact tracing, Surveillance
Contact tracing

Identifying people who may have been exposed to an infectious case, then informing, testing, isolating or treating them as appropriate. It aims to interrupt transmission before further spread occurs.

Related: Notifiable disease, Surveillance, Herd immunity
Incidence rate

The number of new cases of a condition arising in a population over a defined period, divided by the population at risk. It measures how fast new disease is occurring and is used for aetiological research.

Related: Prevalence, Relative risk, Surveillance
Prevalence

The proportion of a population that has a condition at a specified point or period, counting both old and new cases. It reflects disease burden and drives predictive values of diagnostic tests.

Related: Incidence rate, Positive predictive value, Screening test
Relative risk

The ratio of the risk of an outcome in an exposed group to the risk in an unexposed group. It indicates strength of association in cohort studies but does not by itself show absolute benefit.

Related: Odds ratio, Incidence rate, Absolute risk reduction
Odds ratio

The ratio of the odds of exposure among cases to the odds of exposure among controls, or of outcome odds between groups. It approximates relative risk for rare outcomes and is standard in case-control studies.

Related: Relative risk, Confounding, Selection bias
Audit cycle

A quality improvement method in which performance is measured against explicit standards, changes are implemented, and performance is re-measured. It differs from research because it evaluates local practice rather than producing generalizable knowledge.

Related: Clinical practice guideline, Critical appraisal, Root cause analysis
Clinical practice guideline

Systematically developed statements that assist clinicians and patients in choosing appropriate care for specific circumstances. Good guidelines state evidence strength, are dated, and are adapted to local resources.

Related: Audit cycle, Critical appraisal, Evidence hierarchy
Evidence hierarchy

A ranking of study designs by their vulnerability to bias, usually placing systematic reviews of randomized trials at the top and expert opinion or case reports near the bottom. The ranking applies to therapy questions, not all questions.

Related: Critical appraisal, Randomization, Clinical practice guideline
Critical appraisal

The structured assessment of a study's validity, results and relevance to a specific patient. It asks whether the design was sound, whether the effect size matters, and whether the population resembles one's own.

Related: Evidence hierarchy, Confidence interval, Intention-to-treat analysis
Informed consent

A patient's voluntary agreement to an intervention after receiving adequate information about its nature, benefits, risks, alternatives and the consequences of refusal. It requires capacity, disclosure, comprehension and freedom from coercion.

Related: Decision-making capacity, Confidentiality, Best interests
Decision-making capacity

A patient's ability to understand relevant information, appreciate its significance for their situation, reason through options and communicate a choice. It is task-specific and assessed clinically rather than by diagnosis alone.

Related: Informed consent, Best interests, Advance directive
Best interests

The legal and ethical standard used when a patient lacks capacity, requiring decisions that promote their welfare, weighing benefits and burdens. It should consider the patient's known values and the least restrictive option.

Related: Decision-making capacity, Advance directive, Informed consent
Advance directive

A written or recorded statement made while a person has capacity, specifying preferred future treatment or appointing a substitute decision-maker. It guides care once the person can no longer express wishes.

Related: Best interests, Decision-making capacity, Palliative care
Confidentiality

The professional duty to keep patient information private and share it only with those who need it for care, or where law or overriding public interest permits. Breach must be justified, minimal and documented.

Related: Informed consent, Notifiable disease, Professional boundary
Professional boundary

The limit between a clinician's professional role and personal relationship with a patient, protecting both from exploitation and impaired judgement. Crossing it, especially sexual or financial involvement, is misconduct.

Related: Confidentiality, Informed consent, Best interests
Palliative care

Holistic care for people with serious illness that relieves pain and other distressing symptoms and addresses psychological, social and spiritual needs. It is appropriate from diagnosis onward, alongside disease-directed treatment.

Related: Advance directive, Best interests, Frailty
Frailty

A syndrome of reduced physiological reserve and increased vulnerability to stressors, often marked by unintentional weight loss, exhaustion, weakness, slow gait and low activity. It predicts falls, hospitalization and mortality.

Related: Polypharmacy, Comprehensive geriatric assessment, Palliative care
Comprehensive geriatric assessment

A multidimensional, interdisciplinary evaluation of an older person's medical, functional, cognitive, psychological and social status, producing a coordinated care plan. It improves outcomes when linked to sustained follow-up.

Related: Frailty, Polypharmacy, Screening test
Polypharmacy

The concurrent use of multiple medicines, commonly five or more, which raises the risk of interactions, adverse effects and non-adherence. Regular structured review with deprescribing is the main safeguard.

Related: Frailty, Comprehensive geriatric assessment, Adverse drug event
Adverse drug event

An injury or harm resulting from use of a medicine, whether or not the medicine was used correctly. It includes predictable side effects, dose-related toxicity, allergic reactions and medication errors.

Related: Polypharmacy, Root cause analysis, Adverse drug event