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Evidence Synthesis

A guide to systematic reviews and evidence synthesis methods

Selecting databases


Your database selection will depend on your research question and the disciplines in which relevant research has been conducted. Every database is different and will require a different search syntax. Some databases have specific controlled vocabulary and thesauri that you will want to incorporate into your searches. It is best to create a master search strategy and then translate it for each database you use. Librarians can help you with database selection and with understanding the specific features of each database. 

To begin your database selection, you can use the A-Z Database list or the librarian-created resource guides.


What is grey literature?

Grey literature is information produced outside of traditional academic publishing and distribution channels. Examples of grey literature include reports, working papers, theses and dissertations, policy literature, newsletters, government documents, conference proceedings, and white papers.

Why search grey literature?

The intent of a systematic review is to synthesize all available evidence that is applicable to your research question. There is a strong bias in academic publishing toward publishing studies that show some sort of significant effect.  Meanwhile, many studies and trials that show no effect end up going unpublished.  But knowing that an intervention had no effect is just as important as knowing that it did have an effect when it comes to making decisions for practice and policy-making. While not peer-reviewed, grey literature represents a valuable body of information that is critical to consider when synthesizing and evaluating all available evidence.

Finding Grey Literature

Finding grey literature and searching it systematically is challenging. But there are a few approaches that you can take to add some structure to your search of this type of information.

  • Start with common grey literature sources: Search theses and dissertations, clinical trials, conference proceedings and newsletters, or professional and trade magazines. 
  • Use sources mentioned in related studies: During your initial search of existing evidence synthesis, note the sources mentioned in related studies.
  • Ask experts and known researchers for relevant sources or studies: Ask colleagues or fellow researchers for recommendations for grey literature sources
  • Identify government agencies and international and non-governmental organizations that might publish on your topic. Search their websites or any online libraries they may provide.
  • Search databases that specialize in grey literature

Be sure to record and document your search as you go along to ensure you don't have to recreate your work later.


Sources for Grey Literature

Sources for grey literature searches will vary by discipline; the links below are some of the more common resources used, but this is in no way a comprehensive list.


Creating your search strategy

In an evidence synthesis search, the goal is to collect all potentially relevant material that is available in your search. Missing relevant studies can lead to bias or incorrect conclusions. There are several steps to take to develop a comprehensive search strategy. 

  1. Identify the key concepts of your research question.
  2. Develop an exhaustive list of synonyms. This list should include both natural language terms and controlled vocabulary for the database being searched.
  3. Use Boolean logic to combine your search terms effectively. 
  4. Meet with a librarian to review your search strategy. Librarians are experts in searching and can help you see things you may have missed. They can also help you with the specific operators used within databases.
  5. Test your search, then translate it for other databases.
Boolean in a nutshell:
  • "AND" narrows the search, e.g. children AND exercise
  • "OR" broadens the search, e.g. (children OR adolescents) AND (exercise OR diet)
  • "NOT" excludes terms, e.g. exercise NOT diet
  • "*"at the root of a word finds all forms of that word, e.g. (child* OR adolescen*) AND (exercise* OR diet*)
  • parentheses ensure all terms will be searched together as a set
  • quotations around a phrase searches that exact phrase, e.g. (child* OR adolescen* OR "young adult*) 

3 Venn diagrams displaying the differences between the Boolean operators AND, OR, and NOT. Using AND narrows a search by requiring that both terms (puppy and kitten) be included in the results. Using OR broadens a search by requiring either term (puppy or kitten) be included in the results. Using NOT excludes just one term (kitten) so that included results only mention puppy and any results that mention kitten are excluded.

Documenting your search

Documentation is essential while designing and running your searches. This ensures the rigor of your research, provides documentation, and minimizes bias. At a minimum, your documentation should include:

  • the databases and resources searched
  • the search strategy used for each resource (search terms, search limits, etc.)
  • the data from each search
  • the number of results from each search
  • a record and notes of hand searching

The most common reporting standard for the search process is PRISMA-S. The PRISMA diagram summarizes the flow of records through the search, screening and synthesis stages.


Translating Search Strategies

As mentioned above, you will need to search multiple databases to get a comprehensive look at your topic, and not all databases use the same search "syntax." Because of this, you will need to translate your strategies to work with each specific database. 

For example, a search for vitamin D[tiab] in PubMed will show you all citations with the phrase "vitamin D" in the title, abstract, or keywords, but a search for vitamin D[tiab] in Web of Science will not work at all. 

Begin by creating and testing your search strategy on a primary database, typically one which has a robust thesaurus or controlled vocabulary. Each database will have its own thesaurus/controlled vocabulary (or not have one at all), so it is important to explore and adjust accordingly.

Tools for searching

There are several tools available online to help you with search strategy and translation; you can find these below or in the Tools tab on the left.


Searching Tools