3a. Evaluate Scholarly Sources
Read Research Critically
Learning to evaluate peer-reviewed research is a lifelong process and often a technical subject. Nonetheless, the advice listed here will help you begin your development as a critical reader.
Identifying Academic Sources
Evaluating Peer-Reviewed Articles
Critically analyzing peer-reviewed research is not something we can fully describe here.
However, we’ve taken a handful of tips from Pyrczak ():
If a theory is named in the introduction to a research article, the theory should be adequately described
(Pyrczak, , p. 36).If it is not, you may need to hunt for further information on the article’s theoretical framework in order to understand and evaluate it.
Researchers should avoid making statements that sound like facts without referring to their source
(Pyrczak, , p. 40).Do not take statements of fact at face value unless they are supported.
Researchers should use wording that helps readers understand whether the cited literature presents opinions or research results
(Pyrczak, , p. 49).Always be on the lookout for loaded language, opinions presented as fact, or unsupported statements that may indicate authorial bias.
Is the number of participants so low that there is little hope of making sound generalizations?
(Pyrczak, , p. 64).Although a discussion of statistics and a thorough evaluation of adequate sampling is beyond the scope of this research guide, any article that attempts to draw general conclusions from a sample must have a sample of adequate size and meet other parameters. Speak to your professor for more details.
For a pilot study or developmental test of a theory, has the researcher used a sample with relevant demographics?
(Pyrczak, , p. 71).If a researcher is not drawing general conclusions about a population but is using quantitative analysis for other means, the sample should still be relevant to the subject in question.
When reporting percentages, it is important for researchers to also report the underlying number of cases for each percentage
(Pyrczak, , p. 103).In a good research article, you should always be able to tell exactly what was sampled, how, and why.
For a new student or beginning researcher, the most important thing to remember is to use multiple sources. If you have information on one topic from a variety of places, you are more likely to get a rounded view of the subject.
About Preprints
Preprint archival platforms publish scholarly research before it has been peer reviewed.
Preprints have been common for many years in highly specialized branches of physics due to their lengthy peer-review process (Johnson & Chiarelli, ). More recently, preprints have become popular in biology as well, though they remain controversial (Enago Academy, ).
Interviewees reported that their main concern when it comes to reading and reusing preprints is the fact that they haven't been peer-reviewed. This means that, potentially, incorrect findings could be shared broadly or reported on by the media. However, there is also an expectation that researchers and journalists will behave ethically and professionally, which should minimize the risk of the above.
Some Well-Known Preprint Services
- arXiv
arXiv is a free distribution service and an open archive for scholarly articles in the fields of physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical engineering and systems science, and economics.
- bioRxiv
bioRxiv (pronounced ‘bio-archive’) is a free online archive and distribution service for unpublished preprints in the life sciences. It is operated by Cold Spring Harbor Laboratory, a not-for-profit research and educational institution.
- ChemRxiv
ChemRxiv (pronounced ‘chem-archive’) is a free submission, distribution and archive service for unpublished preprints in chemistry and related areas.
- medRxiv
medRxiv (pronounced ‘med-archive’) is a free online archive and distribution server for complete but unpublished manuscripts (preprints) in the medical, clinical, and related health sciences.
- RePEc
RePEc (Research Papers in Economics) is a collaborative effort of hundreds of volunteers in 102 countries to enhance the dissemination of research in economics and related sciences. The heart of the project is a decentralized bibliographic database of working papers, journal articles, books, books chapters, and software components, all maintained by volunteers.
Preprints are not peer reviewed. They may undergo substantial revision before final publication, or they may never see publication at all.