When we think of scientific research, the first thing that usually comes to mind is articles published in academic journals, peer reviewed and indexed in well-known databases. Yet there is another rich source of information that often goes unnoticed: grey literature.
Definition
According to the International Conference on Grey Literature (2004), grey literature is:
“Information produced at all levels of government, academia, business, and industry, in electronic or print formats, not controlled by commercial publishers, meaning that publishing is not the primary activity of the organization producing it.”
In other words, these are publicly available sources of information produced outside traditional publishing channels, such as scientific journals.
Why “grey”?
The name reflects its position in a middle ground: between material openly published and indexed in formal databases (sometimes called white literature) and material that is inaccessible or absent from the public domain (dark literature).
Main types of documents
Grey literature includes a wide range of documents. The table below outlines the most common types:
| Document type | Examples |
|---|---|
| Academic work | Doctoral theses, master’s dissertations, and final-year projects |
| Government documents | Official reports, guidelines, and public policies |
| Scientific events | Conference proceedings, seminar records, and symposium presentations |
| Technical documents | Best-practice guides, manuals, and expert opinions |
| NGO publications | Field reports, local surveys, and regional data |
| Institutional documents | Clinical protocols and strategic plans from health care institutions |
| Preprints | Articles that have not yet been peer reviewed |
| Open data | Public repositories of datasets |
| Other sources | Academic blog posts, recorded lectures, slides, and more |
Advantages
- Broadens the scope of research by including reports, guidelines, and data not published in journals;
- Reduces publication bias by including negative or neutral findings;
- Provides access to up-to-date information;
- Provides local and contextual evidence for public policies and regional practice;
- Helps identify gaps and trends in scoping reviews;
- Offers a variety of formats, including raw data, guides, and technical opinions.
Disadvantages
- Most documents have not been peer reviewed;
- Information can be difficult to locate, access, and standardize;
- The same material may appear in different repositories;
- Older documents may be out of date;
- Diverse formats make systematic organization and comparison more difficult;
- Additional critical appraisal is needed, especially in systematic reviews (see the next section).
What about information quality?
Most grey literature documents do not undergo peer review, so their methodological quality, scientific rigor, and data reliability can vary.
This calls for particular care, especially in relation to the type of review you are conducting:
In systematic reviews:
Grey literature can be included, but it requires rigorous critical appraisal using specific tools to assess quality and risk of bias, such as GRADE or AMSTAR 2. Systematic reviews aim to synthesize the best available scientific evidence, and the strength of that evidence depends directly on the quality of the studies included.
In scoping reviews:
The aim is to map the available information on a topic, rather than necessarily assess the methodological quality of every source. Grey literature is particularly useful here because it helps reveal gaps, trends, and a wider variety of data, including material that never reaches formal scientific journals. It also helps reduce publication bias, since studies with negative or neutral findings often remain unpublished in journals.
Where can you find it?
1. Academic search engines and aggregators
| Platform | Content | Link |
|---|---|---|
| Google Scholar | Theses, technical reports, white papers, presentations, and conference papers | scholar.google.com |
| WorldCat (includes OAIster) | Books, theses, dissertations, technical reports, conference proceedings, and other documents from thousands of libraries worldwide | worldcat.org |
| OpenAIRE | Open access scientific publications and grey literature | explore.openaire.eu |
| CORE | Open access publications from institutional repositories around the world | core.ac.uk |
| BASE (Bielefeld Academic Search Engine) | Open access scientific and academic publications | base-search.net |
| CAPES Journals Portal | Access to scientific databases, technical documents, and noncommercial sources | periodicos.capes.gov.br |
| ProQuest | Theses, dissertations, books, reports, and technical documents | proquest.com |
| DANS Data Stations (recommended as an alternative to the discontinued OpenGrey service) | Research data, technical reports, theses, and grey literature in the social sciences, humanities, health, life sciences, and archaeology | dans.knaw.nl/en/data-stations |
| Zenodo | A multidisciplinary repository for articles, data, technical reports, preprints, and presentations | zenodo.org |
2. Repositories for theses, dissertations, and institutional research outputs
| Platform | Content | Link |
|---|---|---|
| BDTD (Brazilian Digital Library of Theses and Dissertations) | Theses and dissertations from Brazil | bdtd.ibict.br |
| Open Access Theses and Dissertations (OATD) (recommended as an alternative to the discontinued NDLTD service) | Open access theses and dissertations from around the world | oatd.org |
| theses.fr | Doctoral theses from France | theses.fr |
| Digital Commons Network | Academic publications from institutional repositories | network.bepress.com |
| HAL (Hyper Articles en Ligne) | A multidisciplinary open repository of articles, theses, conference papers, and reports | hal.science |
| EduCAPES | Learning objects, books, theses, dissertations, and technical and scientific materials produced by Brazilian public institutions | educapes.capes.gov.br |
| OpenDOAR | A global directory of open access institutional repositories | opendoar |
| ROAR | A global directory of institutional repositories | roar.eprints.org |
3. Government and international organization platforms
| Platform | Content | Link |
|---|---|---|
| WHO IRIS | Health guidelines, manuals, reports, and official documents | iris.who.int |
| PAHO IRIS | Technical and policy documents and public health reports | iris.paho.org |
| World Bank Open Knowledge Repository | Technical studies, economic and social reports, publications, and technical books on global development, public policy, and health | openknowledge.worldbank.org |
| OECD iLibrary | Reports, statistical data, and policy analysis from the Organisation for Economic Co-operation and Development (OECD) | oecd-ilibrary.org |
| UN iLibrary | Reports and publications from all United Nations (UN) agencies | un-ilibrary.org |
| Brazilian Ministry of Health Digital Library (BVS/MS) | Reports, guidelines, protocols, and epidemiological bulletins | bvsms.saude.gov.br |
4. Open access books and technical publications
| Platform | Content | Link |
|---|---|---|
| SciELO Books | Open access academic books, particularly from Latin America and the Caribbean | books.scielo.org |
| DOAB (Directory of Open Access Books) | A directory of peer-reviewed books from academic publishers | doabooks.org |
| OAPEN Library | Open access scholarly books across a range of disciplines | oapen.org |
| Google Books | Books and chapters, some with partial or full access, useful for finding titles outside commercial publishing channels | books.google.com |
| Internet Archive / Open Library | Digitized technical books, manuals, and older publications that are difficult to find | archive.org / openlibrary.org |
5. Platforms for preprints, protocols, and research data (datasets)
| Platform | Content | Link |
|---|---|---|
| Open Science Framework (OSF) | Preprints, research protocols, collaborative projects, datasets and supplementary materials across a range of disciplines | osf.io |
| medRxiv | Preprints in health, medicine, and epidemiology | medrxiv.org |
| bioRxiv | Preprints in the life sciences | biorxiv.org |
| Research Square | Preprints in health, natural, and physical sciences | researchsquare.com |
| PROSPERO | An international registry of protocols for systematic reviews in health | prospero |
| Protocols.io | Detailed experimental methods and protocols across scientific disciplines | protocols.io |
| Figshare | An open access repository for datasets, supplementary materials, presentations, and research documents | figshare.com |
6. Manual searching
Not all grey literature is indexed in databases or search engines. You may therefore need to visit institutional websites directly to find relevant documents. Examples include:
- Government agencies, such as the Centers for Disease Control and Prevention (CDC), Brazil’s National Cancer Institute (Inca), or the Food and Drug Administration (FDA);
- Professional councils and associations, such as Brazil’s Federal Nursing Council (Cofen), the American Nurses Association (ANA), or the Royal College of Nursing (RCN);
- Institutional repositories and digital libraries, such as Universidade Federal Fluminense’s institutional repository (RiUFF), the Oswaldo Cruz Foundation’s Arca repository (Fiocruz), or DSpace at the Massachusetts Institute of Technology (MIT);
- Nongovernmental organizations, such as Médecins Sans Frontières and Save the Children;
- International organizations, such as the United Nations Children’s Fund (UNICEF) and the Pan American Health Organization (PAHO).
Search directly on these websites or in their dedicated sections, using the internal search tool or browsing areas such as publications, digital libraries, technical documents, and reports.
References
GREYNET INTERNATIONAL. Grey Literature Network Service. Amsterdam: GreyNet International, c2025. Available from: https://www.greynet.org/greysourceindex/documenttypes.html. Accessed July 17, 2025.
MCLEOD, M. Grey Literature. Canada: Carleton University, 2025. Available from: https://library.carleton.ca/guides/subject/grey-literature. Accessed July 17, 2025.
RILEY, C. Grey literature: What it is & how to find it. Canada: Simon Fraser University Library, 2025. Available from: https://www.lib.sfu.ca/help/research-assistance/format-type/grey-literature. Accessed July 17, 2025.
UNIVERSITY OF EDINBURGH. Grey literature. Scotland: University of Edinburgh, 2024. Available from: https://library.ed.ac.uk/finding-resources/library-databases/databases-subject-a-z/grey-literature. Accessed July 17, 2025.
