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HOW TO CONDUCT A
SYSTEMATIC REVIEW?
DR. NIDHI PRUTHI SHUKLA
PROFESSOR & HEAD
Department of Public Health Dentistry
Rama Dental College, Hospital & Research Centre,
Kanpur, India
drnidhi_21@yahoo.in
“It is surely a great
criticism of our profession
that we have not
organized a critical
summary, by specialty or
subspecialty, updated
periodically, of all relevant
randomized controlled
trials.”
- Archie Cochrane
What is a systematic review?
SYSTEMATIC: Done or acting according to a fixed plan
or system: methodical
REVIEW: A critical appraisal of a book, play or other
work
What is a systematic review?
• “The application of strategies that limit bias in
the assembly, critical appraisal, and synthesis of
all relevant studies on a specific topic.”
Oxford Centre of Evidence Based Medicine (OCEBM) Levels Table
• Ensures that all available evidence is taken into
account and minimises ‘cherry-picking’
• Not performing SRs can be dangerous and/or
unethical!
Practising EBM – the 4 A’s
Ask a
clinical
question
Acquire
the best
evidence
Appraise
the
evidence
Apply
the
evidence
Step 1
Step 2
Step 4
Step 3
WHY WE NEED SYSTEMATIC REVIEWS
HIERARCHY OF EVIDENCE
Meta-analysis
Systematic reviews
Reviews
(narrative/literature/
traditional)
Types of reviews
What makes a review “Systematic”?
Key elements of a systematic review
Structured, systematic process involving several
steps :
1. Formulate the question
2. Plan the review
3. Comprehensive search
4. Unbiased selection and abstraction process
5. Critical appraisal of data
6. Synthesis of data (may include meta-analysis)
7. Interpretation of results
All steps described explicitly in the review
FORMULATING THE
RESEARCH QUESTION
Questions of interest
Effectiveness:
• Does the intervention work/not work?
• Who does it work/not work for?
Other important questions:
• How does the intervention work?
• Is the intervention appropriate?
• Is the intervention feasible?
• Is the intervention and comparison relevant?
Answerable questions
EFFECTIVENESS
A description of the populations P
An identified intervention I
An explicit comparison C
Relevant outcomes O
A PICO question
What is the best strategy to prevent smoking in
young people?
Time-consuming question
An answerable question
Are mass media (or school-based or
community-based) interventions effective in
preventing smoking in young people?
Problem,
population
Intervention Comparison Outcome Types of
studies
Young people
under 25 years
of age
a) Television
b) Radio
c) Newspapers
d) Bill boards
e) Posters
f) Leaflets
g) Booklets
a) School-based
interventions
b) No
intervention
a) objective
measures of
smoking (saliva
thiocyanate
levels, alveolar
CO)
b) self-reported
smoking
behaviour
c) Intermediate
measures
(intentions,
attitude,
knowledge,
skills)
d) Media reach
a) RCT
b) Controlled
before and after
studies
The PICO(T) chart
FINDING THE EVIDENCE
Systematic review process
1. Well formulated question
2. Comprehensive data search
3. Unbiased selection and abstraction process
4. Critical appraisal of data
5. Synthesis of data
6. Interpretation of results
Searching for Information
• Types of
– Studies (RCTs, non-RCTs, cohort/case-controlled)
– Population and setting
– Interventions
– Outcome measures
• Cochrane Handbook and CRD Guidelines
– Both provide explanations regarding the different study designs, likely
biases and issues to consider when including them
www.york.ac.uk/inst/crd/pdf/Systematic_Reviews.pdf
http://handbook.cochrane.org/
WHERE TO SEARCH
Where to search
– Electronic databases: Medline, Embase, Cochrane,
PsycInfo, etc.
– Grey literature, dissertations, theses, conference
proceedings, national bodies (NICE, HTA), clinical trial
database (www.clincialtrails.gov/)
Librarians are your
friends!
SEARCH TERMS
• MESH terms and key words/synonyms
– Medical Subject Heading – controlled vocabulary
thesaurus used for indexing article
 MeSH vocabulary is divided into types of terms:
- SUBJECT HEADINGS / DESCRIPTORS
- SUBHEADINGS / QUALIFIERS
- SUPPLEMENT CONCEPT RECORDS
BOOLEAN OPERATORS
Example
Mass media interventions to prevent
smoking in young people
P= Young people
STEP ONE:
Find MeSH and textwords to
describe young people
Example
Mass media interventions to prevent
smoking in young people
P= Young people
MeSH: Adolescent
Child
Minors
Example
Mass media interventions to prevent smoking in
young people
P= Young people
Textwords:
Adolescent Girl
Child Boy
Juvenile Teenager
Young people Young adult
Student Youth
Example of search
P = YOUNG PEOPLE
MeSH Textwords
………………………. ……………………….
………………………. ……………………….
………………………. ……………………….
I = MASS MEDIA
MeSH Textwords
………………………. ……………………….
………………………. ……………………….
………………………. ……………………….
C = (if required)
O = PREVENTION OF SMOKING
MeSH Textwords
………………………. ……………………….
………………………. ……………………….
………………………. ……………………….
OR
OR
OR
P
AND
I
AND
C
AND
O
Literature Search Challenges
• Database Bias
• Publication Bias
• English Language Bias
• Citation Bias
Selection of Studies
• Reference manager software package
– Endnote – RefMan – ProCite – Mendeley
• Import results and screen
– Assess titles/abstracts against your predetermined criteria
– If in doubt include
– Retrieve full text articles of initial selections
• Assess full text for inclusion
– Requires judgement (>1 reviewer)
– Check reviewer agreement (3rd review to resolve)
– Use a selection form to ensure consistency and record decisions
PRINCIPLES OF
DATA EXTRACTION / CRITICAL
APPRAISAL
Critical appraisal
The process of systematically examining
research evidence to assess its validity,
results and relevance before using it to
inform a decision.
Alison Hill, Critical Appraisal Skills Programme, Institute of Health
Sciences, Oxford http://www.evidence-based-medicine.co.uk
Critical appraisal tools
“More than 35 different quality assessment
instruments have been published in the literature,
and most are designed for randomized clinical trials.”
• CASP
• PEDro Scale
• The JADAD Score
• GATE CAT
• SIGN
• CEBM- RCT
• JBI Checklist
• SURE
“The most common way to assess and report study
quality has been using a composite, numerical
scoring instrument.”
“The Jadad score and the T.C. Chalmers score are
two examples of quality assessment instruments.”
Assess the risk of bias and decide if
the results are trustworthy
• Validity •
• Internal validity: the extent to which the study is free from
bias
• Bias: systematic differences between groups
• Bias can be introduced because of the design, conduct, or
analysis of studies
• Low risk of bias: we can attribute differences in outcomes
to the differences in the treatment given and not other
variables (confounding)
External validity:
the extent to which the results apply outside the
study setting
– Can you use the results in your situation?
– Assess whether your patients/setting are
similar enough to those in the study
Rapid risk of bias checklist
• Was the method of randomization truly random?
• Was allocation adequately concealed?
• Were groups comparable at the start?
• Were patients and practitioners providing care blinded?
• Was outcome assessment blinded or were outcomes
objective?
• Was there minimal loss to follow-up & losses explained?
• Was an intention-to-treat analysis conducted?
Data Synthesis
Systematic reviews
Meta-analyses
Narrative Synthesis Guidelines
• Developing a theory of how the intervention works, why and for whom
– Are the outcomes directly influenced by the intervention?
– Are there intermediate outcomes that should be considered when
systematically reviewing the evidence
• Developing a preliminary synthesis of the findings of included studies
– Describe each of the included studies
– Group the studies
– Tabulate results in order to identify patterns across the included studies
– Transform the data
– Translating data
http://cccrg.cochrane.org/author-resources
• Exploring relationships in the data within and between studies
– In order to explore reasons for differences in the direction
and size of effects of interventions
– Consider whether the following are likely to explain
differences between and within studies:
• Variability in outcomes;
• Variability in study designs;
• Variability in populations, interventions, settings;
• ‘Poor’ outcome measures used.
• Assessing the robustness of the synthesis
– The amount and quality of the evidence
– The methods used to synthesise the evidence
• Discussion
– Overall completeness and applicability of evidence
– Quality of evidence
– Potential biases of the review process
“Hang on. Systematic
reviews collect, appraise
and combine evidence.”
“So why do we need to
appraise them?”
Not all systematic reviews are high quality!
PRISMA
CHECKLIST
Thank you

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How to conduct a systematic review

  • 2. HOW TO CONDUCT A SYSTEMATIC REVIEW? DR. NIDHI PRUTHI SHUKLA PROFESSOR & HEAD Department of Public Health Dentistry Rama Dental College, Hospital & Research Centre, Kanpur, India drnidhi_21@yahoo.in
  • 3. “It is surely a great criticism of our profession that we have not organized a critical summary, by specialty or subspecialty, updated periodically, of all relevant randomized controlled trials.” - Archie Cochrane
  • 4. What is a systematic review? SYSTEMATIC: Done or acting according to a fixed plan or system: methodical REVIEW: A critical appraisal of a book, play or other work
  • 5. What is a systematic review? • “The application of strategies that limit bias in the assembly, critical appraisal, and synthesis of all relevant studies on a specific topic.” Oxford Centre of Evidence Based Medicine (OCEBM) Levels Table • Ensures that all available evidence is taken into account and minimises ‘cherry-picking’ • Not performing SRs can be dangerous and/or unethical!
  • 6. Practising EBM – the 4 A’s Ask a clinical question Acquire the best evidence Appraise the evidence Apply the evidence Step 1 Step 2 Step 4 Step 3 WHY WE NEED SYSTEMATIC REVIEWS
  • 9. What makes a review “Systematic”?
  • 10. Key elements of a systematic review Structured, systematic process involving several steps : 1. Formulate the question 2. Plan the review 3. Comprehensive search 4. Unbiased selection and abstraction process 5. Critical appraisal of data 6. Synthesis of data (may include meta-analysis) 7. Interpretation of results All steps described explicitly in the review
  • 12. Questions of interest Effectiveness: • Does the intervention work/not work? • Who does it work/not work for? Other important questions: • How does the intervention work? • Is the intervention appropriate? • Is the intervention feasible? • Is the intervention and comparison relevant?
  • 13. Answerable questions EFFECTIVENESS A description of the populations P An identified intervention I An explicit comparison C Relevant outcomes O
  • 14. A PICO question What is the best strategy to prevent smoking in young people? Time-consuming question
  • 15. An answerable question Are mass media (or school-based or community-based) interventions effective in preventing smoking in young people?
  • 16. Problem, population Intervention Comparison Outcome Types of studies Young people under 25 years of age a) Television b) Radio c) Newspapers d) Bill boards e) Posters f) Leaflets g) Booklets a) School-based interventions b) No intervention a) objective measures of smoking (saliva thiocyanate levels, alveolar CO) b) self-reported smoking behaviour c) Intermediate measures (intentions, attitude, knowledge, skills) d) Media reach a) RCT b) Controlled before and after studies The PICO(T) chart
  • 18. Systematic review process 1. Well formulated question 2. Comprehensive data search 3. Unbiased selection and abstraction process 4. Critical appraisal of data 5. Synthesis of data 6. Interpretation of results
  • 19. Searching for Information • Types of – Studies (RCTs, non-RCTs, cohort/case-controlled) – Population and setting – Interventions – Outcome measures • Cochrane Handbook and CRD Guidelines – Both provide explanations regarding the different study designs, likely biases and issues to consider when including them www.york.ac.uk/inst/crd/pdf/Systematic_Reviews.pdf http://handbook.cochrane.org/
  • 20. WHERE TO SEARCH Where to search – Electronic databases: Medline, Embase, Cochrane, PsycInfo, etc. – Grey literature, dissertations, theses, conference proceedings, national bodies (NICE, HTA), clinical trial database (www.clincialtrails.gov/) Librarians are your friends!
  • 21. SEARCH TERMS • MESH terms and key words/synonyms – Medical Subject Heading – controlled vocabulary thesaurus used for indexing article  MeSH vocabulary is divided into types of terms: - SUBJECT HEADINGS / DESCRIPTORS - SUBHEADINGS / QUALIFIERS - SUPPLEMENT CONCEPT RECORDS
  • 23. Example Mass media interventions to prevent smoking in young people P= Young people STEP ONE: Find MeSH and textwords to describe young people
  • 24. Example Mass media interventions to prevent smoking in young people P= Young people MeSH: Adolescent Child Minors
  • 25. Example Mass media interventions to prevent smoking in young people P= Young people Textwords: Adolescent Girl Child Boy Juvenile Teenager Young people Young adult Student Youth
  • 26. Example of search P = YOUNG PEOPLE MeSH Textwords ………………………. ………………………. ………………………. ………………………. ………………………. ………………………. I = MASS MEDIA MeSH Textwords ………………………. ………………………. ………………………. ………………………. ………………………. ………………………. C = (if required) O = PREVENTION OF SMOKING MeSH Textwords ………………………. ………………………. ………………………. ………………………. ………………………. ………………………. OR OR OR P AND I AND C AND O
  • 27. Literature Search Challenges • Database Bias • Publication Bias • English Language Bias • Citation Bias
  • 28. Selection of Studies • Reference manager software package – Endnote – RefMan – ProCite – Mendeley • Import results and screen – Assess titles/abstracts against your predetermined criteria – If in doubt include – Retrieve full text articles of initial selections • Assess full text for inclusion – Requires judgement (>1 reviewer) – Check reviewer agreement (3rd review to resolve) – Use a selection form to ensure consistency and record decisions
  • 29. PRINCIPLES OF DATA EXTRACTION / CRITICAL APPRAISAL
  • 30. Critical appraisal The process of systematically examining research evidence to assess its validity, results and relevance before using it to inform a decision. Alison Hill, Critical Appraisal Skills Programme, Institute of Health Sciences, Oxford http://www.evidence-based-medicine.co.uk
  • 31. Critical appraisal tools “More than 35 different quality assessment instruments have been published in the literature, and most are designed for randomized clinical trials.” • CASP • PEDro Scale • The JADAD Score • GATE CAT • SIGN • CEBM- RCT • JBI Checklist • SURE “The most common way to assess and report study quality has been using a composite, numerical scoring instrument.” “The Jadad score and the T.C. Chalmers score are two examples of quality assessment instruments.”
  • 32. Assess the risk of bias and decide if the results are trustworthy
  • 33. • Validity • • Internal validity: the extent to which the study is free from bias • Bias: systematic differences between groups • Bias can be introduced because of the design, conduct, or analysis of studies • Low risk of bias: we can attribute differences in outcomes to the differences in the treatment given and not other variables (confounding)
  • 34. External validity: the extent to which the results apply outside the study setting – Can you use the results in your situation? – Assess whether your patients/setting are similar enough to those in the study
  • 35.
  • 36. Rapid risk of bias checklist • Was the method of randomization truly random? • Was allocation adequately concealed? • Were groups comparable at the start? • Were patients and practitioners providing care blinded? • Was outcome assessment blinded or were outcomes objective? • Was there minimal loss to follow-up & losses explained? • Was an intention-to-treat analysis conducted?
  • 39. Narrative Synthesis Guidelines • Developing a theory of how the intervention works, why and for whom – Are the outcomes directly influenced by the intervention? – Are there intermediate outcomes that should be considered when systematically reviewing the evidence • Developing a preliminary synthesis of the findings of included studies – Describe each of the included studies – Group the studies – Tabulate results in order to identify patterns across the included studies – Transform the data – Translating data http://cccrg.cochrane.org/author-resources
  • 40. • Exploring relationships in the data within and between studies – In order to explore reasons for differences in the direction and size of effects of interventions – Consider whether the following are likely to explain differences between and within studies: • Variability in outcomes; • Variability in study designs; • Variability in populations, interventions, settings; • ‘Poor’ outcome measures used. • Assessing the robustness of the synthesis – The amount and quality of the evidence – The methods used to synthesise the evidence
  • 41. • Discussion – Overall completeness and applicability of evidence – Quality of evidence – Potential biases of the review process
  • 42. “Hang on. Systematic reviews collect, appraise and combine evidence.” “So why do we need to appraise them?” Not all systematic reviews are high quality!