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Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September 2011, UCC.

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Page 1: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

Secondary Data Analysis: Systematic Reviews & Associated Databases

Prof. Eileen Savage

OMCYA Keeping Children Safe Summer School,

12th – 16th September 2011,

UCC.

Page 2: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

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

Page 3: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

Traditional Review vs. Systematic Review (Nasseri-Moghaddeam & Malekzadeh 2006)

Page 4: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September
Page 5: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

Growth of Systematic Reviews

Page 6: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

Systematic Reviews – Origins of Growth Expanding volume of

published & unpublished literature

Conflicting findings across studies leading to ‘uncertainty’

Contributes to Evidence Based Movement

Page 7: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

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)

Page 8: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

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

Page 9: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

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

Page 10: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

Criteria for Including/Excluding Studies Types of Studies (see hierarchy of evidence)

Types of Participants

Types of Outcomes

Link to Questions being asked

Page 11: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

Hierarchy of Evidence

Page 12: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

Search Method

Search Terms Databases +/- Hand searching+/- Reference lists+/-Grey Literature+/- Contacting authors (Refer to Booth et al on standards for Reporting Search Methods)

Page 13: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

   

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)

Page 14: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September
Page 15: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

Methods – Screening for Inclusion/ Exclusion

Titles & Abstracts – In/Unsure/Out Read in full –> in/unsure /out

Page 16: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

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

Page 17: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

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

Page 18: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

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)

Page 19: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

Results, Discussion, Implications

Page 20: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

Critical Appraisal of Systematic Reviews

The PRISMA Statement: standards for reporting SRs & Meta-analyses

Critical Appraisal Tool Kit for SRs (CASP)

Page 21: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

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

Page 22: Secondary Data Analysis: Systematic Reviews & Associated Databases Prof. Eileen Savage OMCYA Keeping Children Safe Summer School, 12 th – 16 th September

References To follow