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To deep dive an article and assess it for possible biases and worth as a piece of academic research, a wide variety of critical appraisal tools are made available from the following reputable sources:
https://jbi.global/critical-appraisal-tools Joanna Briggs institute (JBI) is an international research organization based in the Faculty of Health and Medical Sciences at the University of Adelaide, South Australia. JBI develops and delivers unique evidence-based information, software, education and training designed to improve healthcare practice and health outcomes.
http://ph.cochrane.org/sites/ph.cochrane.org/files/public/uploads/Unit_Eight.pdf Cochrane is an international network but with headquarters in the UK, it is registered as a not for profit organization. Cochrane is for anyone interested in using high-quality information to make health decisions. Whether you are a doctor or nurse, or patient, researcher or funder, Cochrane evidence provides a powerful tool to enhance your healthcare knowledge and decision making.
https://casp-uk.net/casp-tools-checklists/ The Critical Appraisals Skills Programme (CASP) has over 27 years of significant expertise in the delivery of training to healthcare professionals. CASP has a series of easy to use checklists to help you read research.
To determine whether an article is scholarly or not, try employing the C.R.A.P. acronym.
C = Currency, is the article recent?
(Additional librarian note* citations are also worth checking--do they work? Do they lead to reputable sources?)
R = Reliable, Is the information supported by evidence? Can it be confirmed by other sources?
A = Authority, who wrote the information - are they an expert or knowledgeable in their field?
P = Purpose, Why was it written? To sell something? To sway opinion? Is it biased toward a particular point of view?
(Additional librarian note* publisher is also worth checking--are they a reputable source?)