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Secondary Data Analysis: Systematic Reviews & Associated Databases
Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12th – 16th September 2011, UCC.
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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
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Traditional Review vs. Systematic Review
(Nasseri-Moghaddeam & Malekzadeh 2006)
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Growth of Systematic Reviews
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Systematic Reviews – Origins of Growth
Expanding volume of published & unpublished literature Conflicting findings across studies leading to ‘uncertainty’ Contributes to Evidence Based Movement
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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)
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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
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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
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Criteria for Including/Excluding Studies
Types of Studies (see hierarchy of evidence) Types of Participants Types of Outcomes Link to Questions being asked
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Hierarchy of Evidence Meta-synthesis Qualitative studies
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Search Method Search Terms Databases +/- Hand searching +/- Reference lists +/-Grey Literature +/- Contacting authors (Refer to Booth et al on standards for Reporting Search Methods)
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Search Strategy: CINAHL with Full Text (EBSCO)
Search Strategy: Embase (Elsevier) Date of Search 30th March 2011 Years Covered January 1990 to March 2011 Complete Strategy cystic fibrosis. ti,ab,de. mucoviscidosis. ti,ab,de. 1 or 2 'clinical trial'. ti,ab,de. 'trial'. ti,ab,de. random*'. ti,ab,de. 4 or 5 or 6 educat*. ti, ab, de. program*. ti,ab,de. 8 or 9 self care ti, ab, de. selfcare. ti,ab,de. self management. ti, ab,de manag*. ti, ab,de. 11 or 12 or 13 or 14 10 or 15 3 and 7 and 16 Date of Search 30th March 2011 Years Covered January 1990 to March 2011 Complete Strategy cystic fibrosis.TX. mucoviscidosis.TX. 1 or 2 clinical trial.PT. trial.TX. random*TX. 4 or 5 or 6 educat*.TX. program*TX. 8 or 9 self care.TX. self-care.TX. selfcare. TX. self management. TX. self-management.TX. manag*.TX. 11 or 12 or 13 or 14 or 15 or 16 10 or 17 3 and 7 and Language Restrictions None
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Methods – Screening for Inclusion/ Exclusion
Titles & Abstracts – In/Unsure/Out Read in full –> in/unsure /out
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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
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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
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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)
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Results, Discussion, Implications
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Critical Appraisal of Systematic Reviews
The PRISMA Statement: standards for reporting SRs & Meta-analyses Critical Appraisal Tool Kit for SRs (CASP)
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Website on Critical Appraisal Tools (covers a range of methods)
At: Division of Health Sciences International Centre for Allied Health Evidence
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References To follow
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