
Librarians are available to assist at different stages in the evidence synthesis process. Learn more about levels of librarian collaboration.
Who We Are
Our librarians have co-authored hundreds of evidence synthesis articles. Librarians and library staff are continually trained on new search methodologies and processes. We adhere to the requirements for authorship and contributor-ship of the International Committee of Medical Journal Editors (ICMJE).
Who You Are
To ensure alignment with institutional goals, evidence synthesis consultations are available to teams where BOTH the lead researcher/primary contact (first author) and group leader/PI (last author) are current faculty, staff, or students whose primary affiliation is at YSM, YSPH, YSN, or YNHH.
Learn more…
Self-Guided Help & Training
Evidence Synthesis Process
Below are the steps required to complete a rigorous evidence synthesis. View this process as a graphic
- Build your evidence synthesis team
- Review reporting guidelines, best practice handbooks, and training modules
- Formulate question and decide on review type
- Search for previous published literature and protocols
- Develop and register a protocol
- Develop and test search strategies
- Peer review of search strategies
- Execute search
- De-duplicate results
- Screen title and abstracts
- Retrieve full-text articles
- Screen articles in full-text
- Search for grey literature
- Quality assessment and data extraction
- Citation chasing
- Update database searches
- Synthesize data
- Manuscript development
Review Types
Flowchart Title: “What type of Review Could You Write”
- Top of chart begins Q: “How big is your team?”
- If “Open”, then “Scoping Review”
- If “Just me” to team size, then Q: “Do you want a robust methodology?”
- If “Yes” to robust methodology, then “Rapid Review”
- If “No to robust methodology, then “Narrative Review”
- If team size is “More than one”, then Q: “Is your research question close-ended or open-ended?”
- If “Closed”, then “Systematic Review”
- If “Systematic Review”, then Q: “Will you analyze results quantitatively?”
- If “Yes”, then “Systematic Review and Meta-analysis”
Descriptions of Review Types
Reproduced from: Grant MJ, Booth A. A typology of reviews: an analysis of 14 review types and associated methodologies. Health Info Libr J. 2009 Jun;26(2):91-108. doi: 10.1111/j.1471-1842.2009.00848.x. Review. PubMed PMID: 19490148. | |||||
Label | Search | Appraisal | Synthesis | Analysis | |
Critical review Aims to demonstrate writer has extensively researched literature and critically evaluated its quality. Goes beyond mere description to include degree of analysis and conceptual innovation. Typically results in hypothesis or model. | Seeks to identify significant items in the field. | No formal quality assessment. Attempts to evaluate according to contribution. | Typically narrative, perhaps conceptual or chronological. | Significant component: seeks to identify conceptual contribution to embody existing or derive new theory. | |
Literature review Generic term: published materials that provide examination of recent or current literature. Can cover wide range of subjects at various levels of completeness and comprehensiveness. May include research findings. | May or may not include comprehensive searching. | May or may not include quality assessment. | Typically narrative. | Analysis may be chronological, conceptual, thematic, etc. | |
Mapping review/systematic map Map out and categorize existing literature from which to commission further reviews and/or primary research by identifying gaps in research literature. | Completeness of searching determined by time/scope constraints. | No formal quality assessment. | May be graphical and tabular. | Characterizes quantity and quality of literature, perhaps by study design and other key features. May identify need for primary or secondary research. | |
Meta-analysis Technique thatstatistically combines the results of quantitative studies to provide a more precise effect of the results. | Aims for exhaustive searching. May use funnel plot to assess completeness. | Quality assessment may determine inclusion/exclusion and/or sensitivity analyses. | Graphical and tabular with narrative commentary. | Numerical analysis of measures of effect assuming absence of heterogeneity. | |
Mixed studies review/mixed methods review Refers to any combination of methods where one significant component is a literature review (usually systematic). Within a review context it refers to a combination of review approaches for example combining quantitative with qualitative research or outcome with process studies. | Requires either very sensitive search to retrieve all studies or separately conceived quantitative and qualitative strategies. | Requires either a generic appraisal instrument or separate appraisal processes with corresponding checklists. | Typically both components will be presented as narrative and in tables. May also employ graphical means of integrating quantitative and qualitative studies. | Analysis may characterize both literatures and look for correlations between characteristics or use gap analysis to identify aspects absent in one literature but missing in the other. | |
Overview Generic term: summary of the [medical] literature that attempts to survey the literature and describe its characteristics. | May or may not include comprehensive searching (depends whether systematic overview or not). | May or may not include quality assessment (depends whether systematic overview or not). | Synthesis depends on whether systematic or not. Typically narrative but may include tabular features. | Analysis may be chronological, conceptual, thematic, etc. | |
Qualitative systematic review/qualitative evidence synthesis Method for integrating or comparing the findings from qualitative studies. It looks for ‘themes’ or ‘constructs’ that lie in or across individual qualitative studies. | May employ selective or purposive sampling. | Quality assessment typically used to mediate messages not for inclusion/exclusion. | Qualitative, narrative synthesis. | Thematic analysis, may include conceptual models. | |
Rapid review Assessment of what is already known about a policy or practice issue, by using systematic review methods to search and critically appraise existing research. | Completeness of searching determined by time constraints. | Time-limited formal quality assessment. | Typically narrative and tabular. | Quantities of literature and overall quality/direction of effect of literature. | |
Scoping review Preliminary assessment of potential size and scope of available research literature. Aims to identify nature and extent of research evidence (usually including ongoing research). | Completeness of searching determined by time/scope constraints. May include research in progress. | No formal quality assessment. | Typically tabular with some narrative commentary. | Characterizes quantity and quality of literature, perhaps by study design and other key features. Attempts to specify a viable review. | |
State-of-the-art review Tend to address more current matters in contrast to other combined retrospective and current approaches. May offer new perspectives on issue or point out area for further research. | Aims for comprehensive searching of current literature. | No formal quality assessment. | Typically narrative, may have tabular accompaniment. | Current state of knowledge and priorities for future investigation and research. | |
Systematic review Seeks to systematically search for, appraise and synthesis research evidence, often adhering to guidelines on the conduct of a review. | Aims for exhaustive, comprehensive searching. | Quality assessment may determine inclusion/exclusion. | Typically narrative with tabular accompaniment. | What is known; recommendations for practice. What remains unknown; uncertainty around findings, recommendations for future research. | |
Systematic search and review Combines strengths of critical review with a comprehensive search process. Typically addresses broad questions to produce ‘best evidence synthesis’. | Aims for exhaustive, comprehensive searching. | May or may not include quality assessment. | Minimal narrative, tabular summary of studies. | What is known; recommendations for practice. Limitations. | |
Systematized review Attempt to include elements of systematic review process while stopping short of systematic review. Typically conducted as postgraduate student assignment. | May or may not include comprehensive searching. | May or may not include quality assessment. | Typically narrative with tabular accompaniment. | What is known; uncertainty around findings; limitations of methodology. | |
Umbrella review Specifically refers to review compiling evidence from multiple reviews into one accessible and usable document. Focuses on broad condition or problem for which there are competing interventions and highlights reviews that address these interventions and their results. | Identification of component reviews, but no search for primary studies. | Quality assessment of studies within component reviews and/or of reviews themselves. | Graphical and tabular with narrative commentary. | What is known; recommendations for practice. What remains unknown; recommendations for future research. |
Getting Started
Medical Library Systematic Searches Tutorials – this series covers the fundamental concepts and general procedure of searching the health science literature to ensure your search is comprehensive, methodical, transparent and reproducible.
Campbell Collaboration – video recordings that explain Campbell methods, for both beginners in evidence synthesis or experienced systematic reviewers.
Covidence Academy – learn key concepts for conducting systematic reviews, such as search strategies and data extraction.
All Medical Library training – check out training and events offered by the medical library.
Consultations & Collaborations
Comprehensive searches are time-intensive and each librarian can work on a limited number of reviews. Librarian participation may be delayed or unavailable if we are at capacity.
Scope of Assistance for Evidence Synthesis & Literature Review Projects
Librarians can collaborate with you to determine how we are best able to support an evidence synthesis research project.
Librarian Roles
- Translate research question into appropriate search strategy framework [PICO; PEO; PCC; SPIDER]
- Assist with search strategy
- Guidance on bibliographic organization tools
- Guidance with selecting relevant reporting guidelines/standards
- Manuscript and protocol preparation (coauthored projects only)
- Provide search methods writeup
- Develop search history appendix
- Review full manuscript
Library Staff Support (coauthored projects only)
- Retrieve full-text articles
- Covidence review initiation
Levels of Librarian Collaboration
Researcher Self-Guided
Librarian role:
- Provide researcher teams with resources for conducting evidence synthesis projects
Lead author/primary contact can expect to:
- Access resources for self-guided evidence synthesis development
Librarian Consultation
Librarian role:
- Meet with the lead researcher/primary contact (first author) and group leader/PI (last author) (BOTH must be current faculty, staff, or student whose primary affiliation is at YSM, YSPH, YSN, or YNHH)
- Peer review comprehensive search developed by researcher
Lead author/primary contact can expect to:
- Provide librarian with completed search for peer review and ‘Search Methods’ section in the evidence synthesis protocol
Librarian Collaboration
Librarian collaboration satisfies ICJME criteria for coauthorship. Coauthorship is expected when the librarian is a collaborator on all evidence-synthesis projects.
Note: Student evidence synthesis projects and Yale-led Professional Society evidence synthesis projects will be reviewed on a case-by-case basis.
Librarian role:
- Meet with the lead researcher/primary contact (first author) and group leader/PI (last author) (BOTH must be current faculty, staff, or student whose primary affiliation is at YSM, YSPH, YSN, or YNHH)
- Develop search and iterations in consultation with research team
- Deduplicate search results and upload into screening tool
- Assist with obtaining full-text articles
- Write the search methods section for the protocol and final manuscript
- Provide information for manuscript acknowledgement noting support from library staff
- Review manuscript prior to submissions
Lead author/primary contact can expect to:
- Include manuscript acknowledgement noting support from library staff
- Sign Memorandum of Understanding before librarian work commences
- Include the librarian as a coauthor on the protocol, final manuscript, and all research outputs resulting from this project (e.g. posters and conference papers)
- Provide librarian with detailed research protocol
- Provide at least four gold standard articles – articles that would be included in the review
To request a systematic review or evidence synthesis project, please fill out this form.
To request a general search, please fill out this form.
Tools, Guidelines, Protocols
Tools
- Covidence – manage bibliographic data, PDFs, forms for risk of bias, and data extraction
- EndNote – citation management software
- EndNote training – YouTube channel
- What Review Is Right For You? Interactive Edition – guidance for conducting and reporting evidence synthesis
Search Strategies
- Yale MeSH Analyzer – helps identify keywords and controlled vocabulary in your search strategy
- searchRxiv
- ISSG Search filters
- Concepts de stratégies de recherche [French – Search Strategy Concepts]
- PRESS
- How to write a search strategy for your systematic review
Methodology Guidelines
- JBI Manual for Evidence Synthesis: Scoping Reviews (Chapter 10)
- Cochrane Handbook for Systematic Reviews of Interventions
- Cochrane-Campbell Handbook for Qualitative Evidence Synthesis
- Finding What Works in Health Care: Standards for Systematic Reviews
Reporting Guidelines
- PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses)
- MOOSE (Meta-analysis of Observational Studies in Epidemiology)
- ENTREQ (Enhancing Transparency in Reporting the Synthesis of Qualitative Research)
Quality Assessment & Risk of Bias Instruments
- Common tools for risk of bias (quality) assessment
- GRADE: Grading of Recommendations Assessment, Development and Evaluation
- Critical Appraisal Skills Program (CASP) Checklist
- JBI Critical Appraisal Tools
- Risk of bias tools in systematic reviews of health interventions: an analysis of PROSPERO-registered protocols (article)
- Critical appraisal of nonrandomized studies: a review of recommended and commonly used tools (article)
Protocol Templates
Protocol Registries
- PROSPERO (International Prospective Register of Systematic Reviews)
- Open Science Framework: Registries
Articles
- “Ensuring the Rigor in Systematic Reviews” series by Alexandria Brackett and Janene Batten, published in Heart and Lung:
- “The Commercial Determinants of Health and Evidence Synthesis (CODES): methodological guidance for systematic reviews and other evidence syntheses.” Systematic Reviews, 12: 165.
- “Systematic review or scoping review? Guidance for authors when choosing between a systematic or scoping review approach.” BMC Medical Research Methodology, 18: 1-7.
- “A scoping review on the conduct and reporting of scoping reviews.” BMC Medical Research Methodology, 16: 15.
- “Mapping reviews, scoping reviews, and evidence and gap maps (EGMs): the same but different—the “Big Picture” review family.” Systematic Reviews, 12: 45.
- “Scoping reviews: reinforcing and advancing the methodology and application.” Systematic Reviews, 10: 263.
Books
- Searching the Grey Literature: A handbook for Searching Reports, Working Papers, and other Unpublished Research by Sarah Bonato
- An Introduction to Systematic Reviews edited by David Gough, Sandy Oliver, James Thomas
- Systematic Reviews and Meta-Analysis by Jacqueline Corcoran; Vijayan Pillai; Julia H. Littell
- The Handbook of Research Synthesis and Meta-Analysis edited by Harris Cooper, Larry V. Hedges, Jeffrey C. Valentine