Systematic Reviews: Searching the Gray Literature
How to Manage the Grey Literature Search
- Identify and record the sources you will search. The sources you search will be informed by your research question and where you expect to find information related to your question.
- Document where you are searching and your search strategies, including document resource name, URL, search terms, and date searched.
- Collect citation information as you go.
- Adhere to your established inclusion and exclusion criteria when selecting sources.
Google Scholar
Google Scholar has it's place in research. That being said, GS is not great for doing a systematic review. The filters are not good, you can't build an advance search, and the Google algorithm is unknown. It can be used for gray literature searching through. Do a simplified search in GS and use the first 300 results or the first few pages of results.
The gray literature: What is it and how do I search it?
What is gray literature?
Gray literature is defined by the Cochrane Handbook for Systematic Reviews of Interventions as "...literature that is not formally published in sources such as books or journal articles." This can include information such as government reports, conference proceedings, graduate dissertations, unpublished clinical trials, and much more. The sources you select will be informed by your research question and field of study, but should likely include, at a minimum, theses and dissertations.
Why search the gray literature if it hasn't been peer-reviewed?
The intent of an evidence synthesis is to synthesize all available evidence that is applicable to your research question.
There is a strong bias in scientific 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 Meanwhile, many studies and trials that show no effect end up going unpublished.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. Thus, the gray literature can be critical.
How do I search the gray literature if it's unpublished and not in the scholarly databases?
Its true--finding gray 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:
- Identify and record the sources you will search, including some indication of search terms used if appropriate. The sources you search will be informed by your research question and where you expect to find information related to your question.
- Try searching databases that specialize in gray literature like OpenGrey. See the box below for more information.
- Conference proceedings: Identify professional organizations that have conferences at which researchers might be presenting work related to your topic. Search those conference proceedings on the organization's website or by contacting organizational boards for access to past proceedings that may not be online.
- Theses and dissertations: There are a number of databases dedicated to theses and dissertations, which you can search using your search terms. See the box below for links to these resources.
- Identify government agencies, and international and non-governmental organizations, that might publish technical papers and reports on your topic. Search their websites or any online libraries that they may provide. For example, the WHO has a number of searchable online collections and the World Bank now makes all of their publications openly available online.
- Contact known researchers in the field to determine if there are any ongoing or unpublished studies that s/he may be aware of.
- Grey Literature ReporterThe Grey Literature Reporter is a Google Chrome extension that you train on the search results of the current website that you are on. It will then record the results – as JSON, CSV and potentially RIS – as well as the URL of the site and the search string used. With this extension you can easily start your search, click on the extension and tell it where the 1st result item is, tag all the relevant data in that result and automatically scrape the rest of the results and pages. Even if the markup changes for the site the next time you go to it will not matter as the extension is shown each time what elements on the page you’re interested in.
Grey Literature Sources
- Grey Matters: a practical tool for searching health-related grey literatureThis online manual provides a thorough list of sources for gray literature in medicine and a helpful checklist to help systematize your process.
- Duke University Medical Center Guide to Resource for Searching the Gray LiteratureA more thorough guide to gray literature, including resources for trial registries, pharmacological studies, conference abstracts, government document and more.
- OpenGrey: System for Information on Grey Literature in EuropeThe System for Information on Grey Literature in Europe, is an open access database to 700.000 bibliographical references of gray literature produced in Europe and allows you to export records and locate the documents in many research disciplines.
- NY Academy of Medicine Grey Literature ReportThis report is a bimonthly publication of The New York Academy of Medicine (NYAM) alerting readers to new gray literature publications in health services research and selected public health topics. The database platform is keyword searchable and serves as an archive for the cataloged reports.
- WHO Library DatabaseThe WHO library database includes governing documents, reports and technical documentation.
- MedNarMedNar searches across more than 60 medical research sources, including commercial databases, medical societies, NIH resources, and other government resources.
- Center for Research LibrariesA resource for institutions outside of the U.S. and Canada.
- Dissertations & Theses @ Louisiana State University This link opens in a new windowThis database gives access to the dissertations and theses produced by students at your institution.
- EThOSElectronic Theses Online Service contains doctoral theses from candidates in the UK.
- LSU Scholarly Repository This link opens in a new windowLSU Scholarly Repository provides access to research, publications, data, and records produced by LSU faculty, students, and units. It includes but is not limited to online versions of various theses and dissertations from LSU graduate students. To learn more about contributing, contact ir@lsu.edu.
- Networked Digital Library of Theses and Dissertations (NDLT)Free international resource for theses and dissertations.
- Open Access Theses and Dissertations (OATD)OATD.org aims to be the best possible resource for finding open access graduate theses and dissertations published around the world. Metadata (information about the theses) comes from over 1100 colleges, universities, and research institutions. OATD currently indexes 4,444,117 theses and dissertations.
- ProQuest Dissertations & Theses A&I This link opens in a new windowContains citations to 1.2 million dissertations and masters theses. Coverage begins in 1861, with abstracts available since 1980, and thesis abstracts since 1988.
- Australia New Zealand Clinical Trials RegistryOnline register of clinical trials being undertaken in Australia, New Zealand and elsewhere. The ANZCTR includes trials from the full spectrum of therapeutic areas of pharmaceuticals, surgical procedures, preventive measures, lifestyle, devices, treatment and rehabilitation strategies and complementary therapies.
- ClinicalTrials.govThe US registry for clinical trials. Includes new, ongoing and completed human clinical trials both in the US and in countries around the world.
- Cochrane CENTRAL RegisterA highly concentrated source of reports of randomised and quasi-randomised controlled trials. The majority of CENTRAL records are taken from bibliographic databases (mainly MEDLINE and Embase), but records are also derived from other published and unpublished sources.
- EU Clinical Trials RegisterThe European Union Clinical Trials Register allows you to search for protocol and results information on interventional clinical trials that are conducted in the European Union (EU) and the European Economic Area (EEA) and clinical trials conducted outside the EU / EEA that are linked to European paediatric-medicine development.
- WHO International Clinical Trials Registry Platform (ICTRP)This Clinical Trials Search Portal provides access to a central database containing the trial registration data sets provided by numerous international registries. It also provides links to the full original records.
- Wikipedia clinical trial registries listThis Wikipedia entry contains a list of links to individual clinical trial registries by country.
- Health Research WebA wiki with descriptors of national health research systems, ethics review committees, local and regional policies and research priorities and more.
- Pew Research CenterPew Research Center is a nonpartisan fact tank that informs the public about the issues, attitudes and trends shaping America and the world. It conducts public opinion polling, demographic research, media content analysis and other empirical social science research.
- Policy Agendas ProjectThe Policy Agendas Project collects and organizes data from various archived sources to trace changes in the national policy agenda and public policy outcomes since the Second World War, including congressional hearing, roll call votes, executive orders, supreme court cases etc.
- Policy ArchiveOnline archive of public policy research. Access open to all Internet users.
- Think Tanks (Harvard Kennedy School Library)Harvard's Kennedy School of Government Library compiles a list of links to public policy think tanks. Access open to all Internet users.
- WHO Institutional Repository for Information Sharing (IRIS)Institutional WHO database of intergovernmental policy documents and technical reports. Can search by IRIS by region (Africa, Americas, Eastern Mediterranean, Europe, South-East Asia, Western Pacific).
- World BankThe World Bank now makes all of their publications openly available online.
- Catalog of U.S. Government Publications (GPO Monthly catalog)Provides citations to U.S. federal government publications. Contains references to books, reports, studies, serials, maps and other publications. Topics covered include finance, business, demographics, foreign relations, public health and social issues.
- Congress.govOffers full-text bills and bill tracking back to the 93rd Congress (1973) and also Congressional committee information.
- Congressional Research Service ReportsThis collection provides the public with access to research products produced by the Congressional Research Service (CRS) for the United States Congress. By law, CRS works exclusively for Congress, providing timely, objective, and authoritative research and analysis to committees and Members of both the House and Senate, regardless of political party affiliation.
- CQ Researcher Plus Archive This link opens in a new windowA database of in-depth, authoritative reports on a full range of political and social-policy issues extending back to 1923. Each report is footnoted and includes an overview, background section, chronology, bibliography and debate-style pro-con feature, plus tools to study the evolution of the topic over time.
- CQ Weekly This link opens in a new windowA weekly news magazine featuring in-depth reporting on public policy, politics, congressional legislation, and elections extending back to 1983, including: a complete wrap-up of news on Congress, the status of bills in play, behind-the-scenes maneuvering, committee and floor activity, debates, and all roll-call votes.
- GovInfo.GovProvides online access to the U.S. Government Printing Office. This service was mandated by Public Law 103-40 (June 8, 1993), "The Government Printing Office Electronic Information Access Enhancement Act of 1993," to make the Federal Register and other Congressional information available to the public.
- Hayley JohnsonHead of Government Documents & Microforms
- ProQuest Congressional Publications This link opens in a new windowDescription: Provides access to Committee Prints & Miscellaneous Publications, Congressional Research Service (CRS) Reports, and Congressional Hearings (1824-2003)
Googling the Greys: Tips for Searching Beyond Health Databases and Turning Information into Insights
A thorough grey literature search should involve a general sweep of the web by using different search engines. Google is an important search engine but other search engines, such as Yahoo and Bing, could also be useful.
While Google is a powerful tool for searching for grey literature it should not be used exclusively - other sources should also be searched in order to find grey literature.
Some tips:
1) Restrict content to .org or .gov sites
Type in your topic and then either "site:.org" OR "site:.gov"
2) Restrict content to file type
Type in your topic and then "filetype:pdf" OR "filetype:doc"
3) Use Google Australia, Google UK, etc.
4) Use the Duck Duck Go search engine which does not record location or user searches
5) Use Link Klipper (Chrome extension) to pull results into a Microsoft Excel spreadsheet. You can also use the Grey Literature Search Log form linked below to keep track of your searches: