Reading Science Critically Debi A. LaPlante, PhD Associate Director, Division on Addictions First Sources Reading primary sources can be daunting – Complexity of information – Researchers are marketing their ideas and findings – Time Benefits – Current findings – Promotes and enables replication – Data (often) What is the Purpose of Scientific Papers? Concisely report information, ideas, and innovation Build the common knowledge-base Contribute to scientific debate Resume building Why is important to read science critically? Peer-review is state of the art, but imperfect – Author bias – Unintentional errors – Conflicts of interest – Author self-marketing More challenges to understanding and evaluating scientific literature Writing by scientists, not writers Marketing: Trojan Ns Marketing: Assertive Sentence Titles Statistical versus Clinical significance Publication bias – Tough to publish negative results Finding Articles Citation lists of published papers Select journals’ table of contents Specialized search engines (e.g., Medline; PsycInfo) Web searches (e.g., Google Scholar) Personal referrals Citation indexes (e.g., Social Science Citation Index) Components of Scientific Papers Abstract Introduction – Hypotheses or research questions Methods – Participants – Materials – Protocol Results Discussion – Interpretation of results – Advances – Limitations Conclusion How to get through a paper Strategy depends on expertise General approach: – Don’t read straight through – Read title and abstract – Skim Intro – Read results – Track back to Methods – Read Discussion Resources Literature summary services – www.basisonline.org – http://www.cesar.umd.edu/cesar/cesarfax.asp Greenhalgh (1997) http://www.bmj.com/cgi/content/full/315/ 7103/305 Zaccai (2004) http://pmj.bmj.com/content/80/941/140.f ull.pdf Is the study original? Does the research advance what we know? – Bigger, longer, more substantial? – More rigorous? – New population? – Will it inform or change clinical practice? Greenhalgh (1997) Whom is the study about? What was the recruitment method? – Representative and generalizable? Refusal rate? Homogeneity? Random? What are the inclusion criteria? – Disorder severity What are the exclusion criteria? – Co-existing illness, other medication, English, literate How “true to life” is the study setting? Greenhalgh (1997) Is the design sensible? What was done? – Appropriate comparison groups? What was the measured outcome? Is there a sufficient description of the design? Greenhalgh (1997) Ambiguous Research Methods Author Statement Actual Method Problem “We measured how often GPs ask patients whether they smoke.” “We looked in patients’ medical records and counted how many had had their smoking status recorded.” Assumes medical records are 100% accurate. “We measured how doctors treat low back pain.” “We measured what doctors say they do when faced with a patient with low back pain.” Assumes that self-report reflects behavior. “We compared a nicotinereplacement patch with placebo.” “Subjects in the intervention Fails to provide adequate group were asked to apply a methodological details. patch containing 15 mg nicotine twice daily; those in the control group received identical-looking patches.” Greenhalgh (1997) Is systematic bias avoided or minimized? Designs – Randomized trials – Non-randomized trials – Cohort studies – Case studies Methods – Blind assignment and assessment – Validated measurement tools – Control confounding (e.g., baseline group differences) Greenhalgh (1997) Autumn Season Falling Leaves Student arrival to campus Confounder of the Season-Falling Leaves relationship Are the results credible? Is there a sufficient sample size? Are the results clinical significant? How long is follow up? – Is the follow-up appropriate to the outcome? (e.g., post-operative pain versus pediatric growth patterns) – What is retention rate? Greenhalgh (1997) Take Away Messages First Source publications provide important benefits to science and practice Unintentional and intentional errors occur Readers should read critically and not merely take such publications at face value