
Relying on database searching alone introduces two types of bias which can influence your findings at the search stage:
1. Indexing bias – the major databases index a specific range of journals, not everything of value.
2. Publication bias – studies with statistically significant findings have a greater chance of being published which leaves approximately half of all studies left unpublished. Databases only index ‘published’ content.
These two biases can be controlled by incorporating hand searching and grey literature into your search strategy.
There are a number of hand searching methods, and not all of them may be suitable for your review. Consider the types of studies and sources you need, and select hand searching strategies accordingly.
After hand searching, add your selected articles to your screening software for inclusion in the review. Download the citation from a database like Google Scholar.
Citation chaining tracks the articles that have referenced a key article. This methods easily identifies papers that have not turned up in database searches, and can even show flaws in the search strategy that need fixing.
Use this method late in the screening stage after you have identified included papers. There are two types of citation chaining:
This method identifying key journals and looking through the table of contents pages for relevant articles. The strength of this approach is that you can pick up papers that might not match perfectly to your search results. This method can also identify issues with the search design.
You can use colleague/supervisor recommendations, faculty whitelists, journal rankings/categories, and the results of your database search to identify key journals.
✅ Learnings
⚠️ I'm stuck!
How do I get my selected studies into my screening software (e.g. Covidence)?
If there's a small number of studies, the easiest way is to search a database like Google Scholar and download the citation file and upload it into the screening software one by one.
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