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Systematic review

  • Study design

A systematic review gathers all the studies on a question with explicit, reproducible methods to reduce bias.

Updated

What it is

A systematic review answers a defined question by gathering all the evidence that meets eligibility criteria set in advance, with explicit methods to search, select, assess risk of bias and synthesise the studies. It starts from a protocol written before the results are known. When the studies are similar enough, the synthesis can include a meta-analysis.

How it is built

  • PICO question and protocol.
  • Search of databases, trial registries and grey literature.
  • Two-stage selection: title and abstract, then full text.
  • Data extraction and risk-of-bias assessment.
  • Synthesis, certainty rating (GRADE) and conclusions.

Worked example

  1. Data (made up): a review looks for trials of an exercise programme for chronic low back pain.
  2. Search of 3 databases: 1 850 records; 450 duplicates are removed: 1 850 − 450 = 1 400.
  3. Title and abstract: 1 340 are excluded; 1 400 − 1 340 = 60 remain for full-text reading.
  4. Full text: 48 are excluded (other population, no control group); 60 − 48 = 12 trials are included.
  5. Two independent reviewers agree on 55 of the 60 texts (≈ 92 %); the 5 disagreements are settled by a third reviewer.
  6. Risk of bias: 4 of the 12 trials (33 %) are at high risk for lack of allocation concealment.
  7. Reading: the review starts from 1 850 records and keeps 12 trials; each number goes into the PRISMA flow diagram.

Systematic review versus narrative review

FeatureSystematic reviewNarrative review
QuestionSpecific (PICO)Broad, a topic
SearchExhaustive and reproducibleUnstated, at the author's discretion
SelectionExplicit criteria, two reviewersImplicit
Study qualityRisk of bias assessedRarely assessed
SynthesisSystematic, sometimes meta-analysisQualitative summary
Risk of bias of the reviewLowHigh

Markers

  • SR
  • Protocol
  • PRISMA
  • Risk of bias

When to use it

  • It is the starting point of clinical practice guidelines and health technology assessments.
  • Before reading 20 separate articles on a question, check whether a recent systematic review already exists.

Common pitfalls

  • Searching one database only, or in English only: studies are missed and bias creeps in.
  • Changing the criteria after seeing the results without saying so.
  • Adding up poor-quality studies without assessing their risk of bias: garbage in, garbage out.

Test yourself

Think of the answer, then tap the question to see it.

What sets a systematic review apart from a narrative review?

A specific question, a prior protocol, an exhaustive and reproducible search, explicit selection criteria and assessment of risk of bias.

Why is the protocol written before the results are known?

So that criteria and analyses are not fitted to what is found; it limits bias and lets others check the plan.

Does a systematic review always include a meta-analysis?

No: only when the studies are similar enough; otherwise the synthesis is narrative.

Which guideline is used to report a systematic review?

PRISMA, with its checklist and its flow diagram of study selection.

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Connections

← All of epidemiology

Educational content on epidemiological and statistical methods; the examples use made-up numbers to teach the calculation. Not a clinical or legal guide: current Colombian rules are in the official sources.

Sources: Chapter 1: Starting a review (Cochrane, 2026); The PRISMA 2020 statement: An updated guideline for reporting systematic reviews (EQUATOR Network, 2021).

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Representative model, for educational purposes only.