secondary data analysis: systematic reviews & associated databases prof. eileen savage omcya...
TRANSCRIPT
Secondary Data Analysis: Systematic Reviews & Associated Databases
Prof. Eileen Savage
OMCYA Keeping Children Safe Summer School,
12th – 16th September 2011,
UCC.
What is a Systematic Review?
a concise scientific investigation, with pre-planned methods that summarise, appraise, synthesise and communicate the results of multiple primary studies (Cooke et al, 1997; Centre for Reviews and Dissemination, 2008).
ie Research on Research with findings of existing data becoming raw data
Differs from a narrative review/
traditional literature review
Traditional Review vs. Systematic Review (Nasseri-Moghaddeam & Malekzadeh 2006)
Growth of Systematic Reviews
Systematic Reviews – Origins of Growth Expanding volume of
published & unpublished literature
Conflicting findings across studies leading to ‘uncertainty’
Contributes to Evidence Based Movement
When to Do a Systematic Review When there is ‘uncertainty’ about the effectiveness of
interventions in practice When key questions remain unanswered e.g. about
treatments, interventions, practices, experiences etc… To inform practice/policy with best available research
evidence To identify what is known/not known in an area to guide
future research (includes research methods)
(Petticrew & Roberts 2007)
Where to find a Systematic Review Peer Reviewed Journals (search bibliography databases) Cochrane Database of Systematic Reviews (Cochrane Library;
several Groups) Database of Abstracts of Reviews of Effects (DARE) Health Technology Assessment Database NHS Economic Evaluation Database The Campbell Collaboration Library (Groups e.g. Crime & Justice;
Education; Social Welfare; Methods; Communication & internationalization; Users Groups.
The Evidence for Policy and Practice Information and Co-ordinating Centre (EPPI-Centre), University of London. (Education; Health Promotion; Employment; Social care; Crime and Justice)
Others
Structure of Systematic Review e.g.
Introduction/Background Questions/Aim & Objectives Criteria for considering studies Search Methods Methods of the Review (e.g screening reading
papers; quality assessment; data extraction) Results Discussion Conclusions
Criteria for Including/Excluding Studies Types of Studies (see hierarchy of evidence)
Types of Participants
Types of Outcomes
Link to Questions being asked
Hierarchy of Evidence
Search Method
Search Terms Databases +/- Hand searching+/- Reference lists+/-Grey Literature+/- Contacting authors (Refer to Booth et al on standards for Reporting Search Methods)
Date of Search 30th March 2011Years Covered January 1990 to March 2011
Complete Strategy
1. cystic fibrosis. ti,ab,de.2. mucoviscidosis. ti,ab,de.3. 1 or 24. 'clinical trial'. ti,ab,de.5. 'trial'. ti,ab,de.6. random*'. ti,ab,de.7. 4 or 5 or 68. educat*. ti, ab, de.9. program*. ti,ab,de.10. 8 or 911. self care ti, ab, de.12. selfcare. ti,ab,de.13. self management. ti, ab,de14. manag*. ti, ab,de.15. 11 or 12 or 13 or 1416. 10 or 1517. 3 and 7 and 16
Date of Search 30th March 2011
Years CoveredJanuary 1990 to March 2011
Complete Strategy
1. cystic fibrosis.TX.2. mucoviscidosis.TX.3. 1 or 24. clinical trial.PT.5. trial.TX.6. random*TX.7. 4 or 5 or 68. educat*.TX.9. program*TX.10. 8 or 911. self care.TX.12. self-care.TX.13. selfcare. TX.14. self management. TX.15. self-management.TX.16. manag*.TX.17. 11 or 12 or 13 or 14 or
15 or 1618. 10 or 1719. 3 and 7 and 18
Language Restrictions None
Search Strategy: CINAHL with Full Text (EBSCO)
Search Strategy: Embase (Elsevier)
Methods – Screening for Inclusion/ Exclusion
Titles & Abstracts – In/Unsure/Out Read in full –> in/unsure /out
Quality Assessment of Individual Studies Quality threshold for inclusion ie exclude poor
quality studies Assessment of Quality may be part of SR
How
- No –’gold standard’ exists - Checklists available e.g. CASP - Quality Scales/Criteria
Data Extraction
Use a data extraction form (s)
2 or more reviewers / cross-check
Extract details relevant to Questions/ Objectives
Present raw data in report – table format
Data Analysis & Synthesis Collation & summary of results Present in tabular form/forest plots/other +
descriptive narrative account +/- Meta-analysis, if appropriate (not possible
with heterogeneity ie cannot pool apples with oranges for the purpose of statistical analysis as one data set)
Results, Discussion, Implications
Critical Appraisal of Systematic Reviews
The PRISMA Statement: standards for reporting SRs & Meta-analyses
Critical Appraisal Tool Kit for SRs (CASP)
Website on Critical Appraisal Tools (covers a range of methods) At:
Division of Health SciencesInternational Centre for Allied Health Evidence
http://www.unisa.edu.au/cahe/Resources/CAT/default.asp
References To follow