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Systematic Reviews
At The Peak Of Research Designs:
What Catapulted Them There?
Nemencio A. Nicodemus Jr., MD, FPCP
Professor, UP College of Medicine
Catapult - verb
“Move suddenly or at great speed
as though hurled by a catapult”
- Oxford Dictionaries
Scientists Have Been
Thinking About How
to Integrate Studies
for a Long Time
James Lind, English naval surgeon
(18th Century)
“...it became requisite to
exhibit a full and
impartial view of what
had hitherto been
published on the scurvy
... by which the sources
of these mistakes may
be detected”
1932: R. A. Fisher
Statistical Methods for Research Workers. London: Oliver & Boyd
“…it sometimes happens
that although few or [no
statistical tests] can be
claimed individually as
significant, yet the
aggregate gives an
impression that the
probabilities are lower
than would have been
obtained by chance.”
In response to calls from the 'evidence
movement' to organise knowledge into
a useable and reliable format
History of Systematic Reviews
• Archie Cochrane's
seminal paper
'Effectiveness and
Efficiency' (1972)
urged health
practitioners to
practice evidence
based medicine
Cochrane AL (1972) Effectiveness and efficiency: random reflections on health services.
London: Royal Society of Medicine Press.
GV Glass, 1975
• Coined the term ‘meta analysis’ to refer to
critical appraisal and synthesis of research
findings in a systematic manner
Glass GV, Smith ML (1979) Meta-analysis of research on the relationship of class-size and achievement.
Educational Evaluation and Policy Analysis 1: 2-16
Early 1980s
• A group of health service researchers in
Oxford began a programme of systematic
reviews on the effectiveness of health care
interventions.
The Cochrane Collaboration opened its
centre in Oxford in 1992
Cochrane Collaboration
Number of Scientific Articles Per Year
Number of Systematic Reviews in Cochrane
Collaboration
Systematic Reviews in Pubmed
(by year)
1975
6227
1985
11999
1995
48873
2005
80861
2015
83743
2,083,884 systematic reviews
As of January 9, 2016
Systematic
Reviews
Narrative
Reviews
Relationship of Review Studies
Traditional synthesis procedures
typically ...
• Rely on a convenience sample of studies
• Use decision rules that are not transparent
– e.g., rarely state a priori what constitutes
“good” evidence
• Rely on statistical significance to gauge
what a study “says”
What is wrong with narrative reviews?
Different experts may perform a narrative
review on the same question and come to
different conclusions.
• Sometimes this is because they review
different sets of studies
• Even when the same studies are
reviewed, the process of integrating them
in a narrative review is subjective
Systematic Reviews
Use a more systematic approach to
data collection
Have more transparent and explicit
procedures,– thus have less potential
for hidden assumptions or biases to
drive results
Focus on the magnitude of effects
rather than statistical significance
Result in conclusions that are less
bound by context than conclusions
that arise from individual studies
Why are systematic reviews better?
• They are more objective and more replicable
• They are able to deal efficiently with large
amounts of information
• They can systematically examine variations
in treatment effectiveness or relationship
strength
• They can examine differences due to study
methods, types of participants, settings, etc.
In systematic reviews, can
different researchers review the same
question and come to different conclusions?
What makes systematic reviews
different from narrative reviews?
• Variability in conclusion can be
systematically explained:
– due to moderator variables (populations,
treatments, settings, methods, designs)
– systematic reviews help us understand how
these influence results.
Why are systematic reviews better?
• Studies with different strengths and
weaknesses can be used to rule out each
others’ alternative explanations.
– Similar results from studies with different
designs lead to greater confidence in
conclusions.
Conceptual Issues
• Attempts to combine results of studies that
vary (to some degree) in their methods,
treatments, samples, outcome measures
Conceptual Issues
• Parallel problems in studies of individuals
(there is no “average” person)
Conceptual Issues
• Given variation in primary research
– What should be included in a synthesis?
– How should we synthesize results?
The goal of a systematic review
• To limit bias in the identification, evaluation
and synthesis of the body of relevant
studies that address a specific research
question
GiGo Principle
Standards for Systematic Reviews
• There are good
frameworks and
standards for
systematic reviews
– Cochrane
Collaboration
Handbook
– Campbell Collaboration
policy briefs
Standards for Systematic Reviews
• PRISMA (Principles
of Reporting
Information on
Systematic reviews
and Meta-Analysis)
Not All Evidence Is Created
Equally
• Sampling: Larger samples are more likely to
estimate true population values and result in
narrower confidence intervals than small
samples.
• Research methods: There are two models
of a research method hierarchy.
– A hierarchy of strength of evidence for treatment
decisions
– The Oxford Center for Evidence-Based Medicine
hierarchy
The Oxford Center for Evidence-
Based Medicine Hierarchy
Level of Evidence
Randomized controlled trials 1.
a. Systematic review of RCTs
b. Individual RCTs
c. All-or-none studies
Cohort studies 2.
a. Systematic review of RCTs
b. Individual cohort studies
c. Outcomes research
Case-control studies 3.
a. Systematic reviews of case-control studies
b. Individual case-control studies
Case series / Case study 4.
a. Includes poorly designed cohort and case-
control studies
Anecdotal evidence 5.
a. Animal research
b. Bench research
c. Unpublished clinical observations
(Adapted with permission from http://www.cebm.net/index.aspx?o=1025. Oxford Center for Evidence-
Based Medicine--Levels of Evidence (March 2009). Accessed May 10, 2010.)
What catapulted systematic reviews
at the peak of research designs?
The rapid growth of high-quality clinical
trials
The imperative to integrate studies and
practice evidence-based medicine
The methodologic rigor in doing a
systematic review
The high standards for conducting and the
principles for reporting systematic reviews
Systematic reviews at the peak of research designs

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Systematic reviews at the peak of research designs

  • 1. Systematic Reviews At The Peak Of Research Designs: What Catapulted Them There? Nemencio A. Nicodemus Jr., MD, FPCP Professor, UP College of Medicine
  • 2.
  • 3. Catapult - verb “Move suddenly or at great speed as though hurled by a catapult” - Oxford Dictionaries
  • 4. Scientists Have Been Thinking About How to Integrate Studies for a Long Time
  • 5. James Lind, English naval surgeon (18th Century) “...it became requisite to exhibit a full and impartial view of what had hitherto been published on the scurvy ... by which the sources of these mistakes may be detected”
  • 6. 1932: R. A. Fisher Statistical Methods for Research Workers. London: Oliver & Boyd “…it sometimes happens that although few or [no statistical tests] can be claimed individually as significant, yet the aggregate gives an impression that the probabilities are lower than would have been obtained by chance.”
  • 7. In response to calls from the 'evidence movement' to organise knowledge into a useable and reliable format
  • 8. History of Systematic Reviews • Archie Cochrane's seminal paper 'Effectiveness and Efficiency' (1972) urged health practitioners to practice evidence based medicine Cochrane AL (1972) Effectiveness and efficiency: random reflections on health services. London: Royal Society of Medicine Press.
  • 9. GV Glass, 1975 • Coined the term ‘meta analysis’ to refer to critical appraisal and synthesis of research findings in a systematic manner Glass GV, Smith ML (1979) Meta-analysis of research on the relationship of class-size and achievement. Educational Evaluation and Policy Analysis 1: 2-16
  • 10. Early 1980s • A group of health service researchers in Oxford began a programme of systematic reviews on the effectiveness of health care interventions.
  • 11. The Cochrane Collaboration opened its centre in Oxford in 1992
  • 13. Number of Scientific Articles Per Year
  • 14. Number of Systematic Reviews in Cochrane Collaboration
  • 15.
  • 16. Systematic Reviews in Pubmed (by year) 1975 6227 1985 11999 1995 48873 2005 80861 2015 83743
  • 17. 2,083,884 systematic reviews As of January 9, 2016
  • 20. Traditional synthesis procedures typically ... • Rely on a convenience sample of studies • Use decision rules that are not transparent – e.g., rarely state a priori what constitutes “good” evidence • Rely on statistical significance to gauge what a study “says”
  • 21. What is wrong with narrative reviews? Different experts may perform a narrative review on the same question and come to different conclusions. • Sometimes this is because they review different sets of studies • Even when the same studies are reviewed, the process of integrating them in a narrative review is subjective
  • 22. Systematic Reviews Use a more systematic approach to data collection Have more transparent and explicit procedures,– thus have less potential for hidden assumptions or biases to drive results Focus on the magnitude of effects rather than statistical significance Result in conclusions that are less bound by context than conclusions that arise from individual studies
  • 23. Why are systematic reviews better? • They are more objective and more replicable • They are able to deal efficiently with large amounts of information • They can systematically examine variations in treatment effectiveness or relationship strength • They can examine differences due to study methods, types of participants, settings, etc.
  • 24.
  • 25. In systematic reviews, can different researchers review the same question and come to different conclusions?
  • 26. What makes systematic reviews different from narrative reviews? • Variability in conclusion can be systematically explained: – due to moderator variables (populations, treatments, settings, methods, designs) – systematic reviews help us understand how these influence results.
  • 27. Why are systematic reviews better? • Studies with different strengths and weaknesses can be used to rule out each others’ alternative explanations. – Similar results from studies with different designs lead to greater confidence in conclusions.
  • 28. Conceptual Issues • Attempts to combine results of studies that vary (to some degree) in their methods, treatments, samples, outcome measures
  • 29. Conceptual Issues • Parallel problems in studies of individuals (there is no “average” person)
  • 30. Conceptual Issues • Given variation in primary research – What should be included in a synthesis? – How should we synthesize results?
  • 31. The goal of a systematic review • To limit bias in the identification, evaluation and synthesis of the body of relevant studies that address a specific research question
  • 33. Standards for Systematic Reviews • There are good frameworks and standards for systematic reviews – Cochrane Collaboration Handbook – Campbell Collaboration policy briefs
  • 34. Standards for Systematic Reviews • PRISMA (Principles of Reporting Information on Systematic reviews and Meta-Analysis)
  • 35. Not All Evidence Is Created Equally • Sampling: Larger samples are more likely to estimate true population values and result in narrower confidence intervals than small samples. • Research methods: There are two models of a research method hierarchy. – A hierarchy of strength of evidence for treatment decisions – The Oxford Center for Evidence-Based Medicine hierarchy
  • 36. The Oxford Center for Evidence- Based Medicine Hierarchy Level of Evidence Randomized controlled trials 1. a. Systematic review of RCTs b. Individual RCTs c. All-or-none studies Cohort studies 2. a. Systematic review of RCTs b. Individual cohort studies c. Outcomes research Case-control studies 3. a. Systematic reviews of case-control studies b. Individual case-control studies Case series / Case study 4. a. Includes poorly designed cohort and case- control studies Anecdotal evidence 5. a. Animal research b. Bench research c. Unpublished clinical observations (Adapted with permission from http://www.cebm.net/index.aspx?o=1025. Oxford Center for Evidence- Based Medicine--Levels of Evidence (March 2009). Accessed May 10, 2010.)
  • 37. What catapulted systematic reviews at the peak of research designs? The rapid growth of high-quality clinical trials The imperative to integrate studies and practice evidence-based medicine The methodologic rigor in doing a systematic review The high standards for conducting and the principles for reporting systematic reviews

Notas del editor

  1. A device in which accumulated tension is suddenlyreleased to hurl an object some distance, in particula