Systematic review and meta-analysis Flashcards
Systematic review
- Definition
- Aims
Comprehensively identifies, evaluates and synthesises from multiple primary studies on a given topic, using strict criteria.
Aims
- Systematic
- Explicit: objectives, materials and methods clearly stated
- Reproducible.
Advantages of systematic review
- Reduces bias
- Can be reproduced
- Resolves controversy between conflicting studies.
- Identifies gaps in current research
- Reliable bias for decision making.
Narrative/ Literature review
- Definition
Commentary produced by content expert.
Compare systematic review from narrative review
- Bias
- Criteria
- Search for material
- Methods
- Replicability
Bias
- Narrative more bias as review is dependent on author’s inclination. Whereas systematic has scientific approach.
Criteria
- Narrative criteria can evolve whereas systematic is determined from onset.
Search for material
- Narrative searches any database whereas systematic has comprehensive search for relevant articles.
Methods
- Not specified in narrative, in systematic, it is explicitly said.
Replicability
- Cannot be reproduced in narrative, whereas it can for systematic.
Steps for performing a systematic review
- Formulate a good question.
- Comprehensive database search.
- Unbiased selection and abstraction
- Critical appraisal of selected studies.
- Synthesis of data and interpretation of results.
Formulation of question for systematic review.
Using PICO(S/T) - When intervention/ comparison group is included
Using SPIDER - When there is no intervention/ comparison. - Includes surveys, qualitative studies. S- Sample PI- phenomenon of interest D- Design E- evaluation R- Research type
Comprehensive database search
Inclusion criteria: types of studies that will be included, plus the dates and language of publication.
- Use one type of study, i.e RCTs.
- Decide key words to search.
- Use comprehensive database.
- Use tools to appraisal the studies.
- Report using PRISMA.
Exclusion: Studies that will not/ should not be included.
Limitations of systematic review
- Results may be inconclusive
- May be no trials or evidence
- Trials may be poor quality
- Practice does not change
Meta-analysis definition
Statistical combination of at least 2 studies to produce a single estimate of the effect of health care intervention.
Can be done as part of a systematic review.
Results are commonly displayed as forest plots.
Strengths of meta-analysis
Pools results from different trials= effect of bigger sample seen
- Different results from different settings can be compared
- Results of each study, weighted for sample size.
Limitations of meta-analysis
- Heterogenicity- difficult to combine studies that measure things different.
- Publication bias
- A lot of effort and subject-areas expertise
- Mechanics of statistics may obscure theory.
Hierarchy of evidence [5]
- Meta-analysis + systematic review
- Systematic review= narrative of findings from multiple studies
- Meta-analysis= statistical evaluation - RCTs
- Tightly controlled conditions, assesses efficacy - Observational studies: subject to bias but reflective of real life= effectiveness
- Cohort
- Case-control
- Cross-sectional - Animal in virto studies
- Has tightly controlled conditions but not reflective of real life conditions like observational studies. - Case reports, narratives