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How To Read a Paper
Otherwise known as A BREAK
FROM STATISTICS
Dr Luke Kane April 2014
Great Reference:
• BMJ - How to read a paper
• Greenhalgh, T. (1997) “How to read a
paper” British Medical Journal. Web,
accessed April-May 2014 at
http://www.bmj.com/about-bmj/resources-
readers/publications/how-read-paper
• Lecture based on T Greenhalgh’s papers,
available above
Outline
• IMRAD - the structure of the paper
• How to work out if the paper is worth reading
• Critical appraisal:
– Why was the study done?
– What type of study was done?
– Was the design appropriate to the research?
• Hierarchy of evidence
• Terms to understand
• Peer Review
• Rejection!
IMRAD
• Introduction (why the authors decided to
do this research)
• Methods (how they did it, and how they
analysed their results)
• Results (what they found)
• Discussion (what the results mean)
Is This Paper Worth Reading?
• This will be answered by looking at the
design of the methods section
• As tempting as it may be:
• Not on the interest of the hypothesis
• Not on the nature or potential impact of the
results
• Not on the speculation in the discussion
Critical Appraisal
• The assessment of methodological quality
• Q1: Why was the study done?
• Q2: What type of study is it?
• Q3: Is the study design appropriate?
Q1: Why was the Study done?
• Introductory sentence of a research paper
should state what the background to the
research is
• For example, “Appendix removal is a
common procedure in children, and it has
been suggested that not all operations are
clinically necessary.”
• This statement should be followed by a
brief review of the published literature
Q1: Why has the study been done?
• Unless mentioned in the introduction, the
hypothesis should be clearly stated in the
methodology section
• If it is phrased as a negative then it is
known as the null hypothesis
Q2: What type of study was done?
• First, decide whether the paper describes
a primary study or a secondary study
• A primary study reports research first hand
• A secondary (also known as integrative)
study tries to summarise and draw
conclusions from primary studies
Q2: What type of study was done?
• Primary studies are one of 3 types:
1.Experiments: in which a manoeuvre is
performed on an animal/volunteer
2.Clinical trials: in which an intervention,
such as a drug treatment, is offered to a
group of patients who are followed up to
see what happens
3.Surveys: something is measured in a
group of patients
Secondary Studies
• Secondary studies can be divided up into:
• OVERVIEWS
– Non-systematic: summary of primary studies
– Systematic: As above but strict methodology
– Meta-analysis: Summarise numerous primary studies
• GUIDELINES: draw conclusions about how clinicians should
practice
• DECISION ANALYSES: use primary studies to make
probabililty tree to help make decisions
• ECONOMIC ANALYSES: use primary studies to
determine whether something is worth the money
Q3: Was the design appropriate to
the Research?
• Consider which broad field of research the
design is from:
• Therapy: testing the efficacy of drug treatments, surgical
procedures, alternative methods of service delivery, or other
interventions. Preferred study design is randomised controlled trial
• Diagnosis: demonstrating whether a new diagnostic test is
valid (can we trust it?) and reliable (would we get the same results
every time?). Preferred study design is cross sectional survey in
which both the new test and the gold standard are performed
Q3: Was the design appropriate to
the Research?
• Screening: demonstrating the value of tests which can be
applied to large populations and which pick up disease at a
presymptomatic stage. Preferred study design is cross sectional
survey
• Prognosis: determining what is likely to happen to someone
whose disease is picked up at an early stage. Preferred study
design is longitudinal cohort study
• Causation: determining whether a putative harmful agent, such
as environmental pollution, is related to the development of illness.
Preferred study design is cohort or case-control study, depending on
how rare the disease is, but case reports may also provide crucial
information
Hierarchy of Evidence
1.Systematic reviews and meta-analyses
2.Randomised controlled trials
3.Cohort studies
4.Case-control studies
5.Cross sectional surveys
6.Case reports
Terms to Understand
• Parallel group comparison: Each group receives a different
treatment, with both groups being entered at the same time;
results are analysed by comparing groups
• Paired (or matched) comparison: Subjects receiving different
treatments are matched to balance potential confounding
variables such as age and sex; results are analysed in terms
of differences between subject pairs
• Within subject comparison: Subjects are assessed before and
after an intervention and results analysed in terms of changes
within the subjects
Terms to Understand
• Single blind: Subjects did not know which treatment they were
receiving
• Double blind: Neither did the investigators
• Crossover: Each subject received both the intervention and
control treatments (in random order), often separated by a
washout period with no treatment
• Placebo controlled: Control subjects receive a placebo
(inactive pill) which should look and taste the same as the
active pill. Placebo (sham) operations may also be used in
trials of surgery
Terms to be Aware of
• Factorial design: A study which permits investigation of the
effects (both separately and combined) of more than one
independent variable on a given outcome (for example, a 2x2
factorial design tested the effects of placebo, aspirin alone,
streptokinase alone, or aspirin plus streptokinase in acute
heart attack)
Peer Review
• This is when a paper is submitted to a
journal and the journal arranges for
"peers", i.e. experts, to see if the paper
reaches a certain standard
Rejection!
• The study did not address an important
scientific issue
• The study was not original (someone else
had already done the same or a similar
study)
• The study did not actually test the authors'
hypothesis
• A different type of study should have been
done
Rejection!
• Practical difficulties (in recruiting subjects, for example) led
the authors to compromise on the original study protocol
• The sample size was too small
• The study was uncontrolled or inadequately controlled
• The statistical analysis was incorrect or inappropriate
• The authors drew unjustified conclusions from their data
• There is a significant conflict of interest (one of the authors, or
a sponsor, might benefit financially from the publication of the
paper and insufficient safeguards were seen to be in place to
guard against bias)
• The paper is so badly written that it is incomprehensible
• RET
Questions!
• THANKS
References
• Grant, A. (2014) “Epidemiology for tropical
doctors”. Lecture (S6) from the Diploma of
Tropical Medicine & Hygiene, London
School of Hygiene & Tropical Medicine.
• Greenhalgh, T. (1997) “How to read a
paper” British Medical Journal. Web,
accessed April-May 2014 at
<http://www.bmj.com/about-bmj/resources-
readers/publications/how-read-paper>

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How To Read A Medical Paper: Part 1, Is This a Good Paper?

  • 1. How To Read a Paper Otherwise known as A BREAK FROM STATISTICS Dr Luke Kane April 2014
  • 2. Great Reference: • BMJ - How to read a paper • Greenhalgh, T. (1997) “How to read a paper” British Medical Journal. Web, accessed April-May 2014 at http://www.bmj.com/about-bmj/resources- readers/publications/how-read-paper • Lecture based on T Greenhalgh’s papers, available above
  • 3. Outline • IMRAD - the structure of the paper • How to work out if the paper is worth reading • Critical appraisal: – Why was the study done? – What type of study was done? – Was the design appropriate to the research? • Hierarchy of evidence • Terms to understand • Peer Review • Rejection!
  • 4. IMRAD • Introduction (why the authors decided to do this research) • Methods (how they did it, and how they analysed their results) • Results (what they found) • Discussion (what the results mean)
  • 5. Is This Paper Worth Reading? • This will be answered by looking at the design of the methods section • As tempting as it may be: • Not on the interest of the hypothesis • Not on the nature or potential impact of the results • Not on the speculation in the discussion
  • 6. Critical Appraisal • The assessment of methodological quality • Q1: Why was the study done? • Q2: What type of study is it? • Q3: Is the study design appropriate?
  • 7. Q1: Why was the Study done? • Introductory sentence of a research paper should state what the background to the research is • For example, “Appendix removal is a common procedure in children, and it has been suggested that not all operations are clinically necessary.” • This statement should be followed by a brief review of the published literature
  • 8. Q1: Why has the study been done? • Unless mentioned in the introduction, the hypothesis should be clearly stated in the methodology section • If it is phrased as a negative then it is known as the null hypothesis
  • 9. Q2: What type of study was done? • First, decide whether the paper describes a primary study or a secondary study • A primary study reports research first hand • A secondary (also known as integrative) study tries to summarise and draw conclusions from primary studies
  • 10. Q2: What type of study was done? • Primary studies are one of 3 types: 1.Experiments: in which a manoeuvre is performed on an animal/volunteer 2.Clinical trials: in which an intervention, such as a drug treatment, is offered to a group of patients who are followed up to see what happens 3.Surveys: something is measured in a group of patients
  • 11. Secondary Studies • Secondary studies can be divided up into: • OVERVIEWS – Non-systematic: summary of primary studies – Systematic: As above but strict methodology – Meta-analysis: Summarise numerous primary studies • GUIDELINES: draw conclusions about how clinicians should practice • DECISION ANALYSES: use primary studies to make probabililty tree to help make decisions • ECONOMIC ANALYSES: use primary studies to determine whether something is worth the money
  • 12. Q3: Was the design appropriate to the Research? • Consider which broad field of research the design is from: • Therapy: testing the efficacy of drug treatments, surgical procedures, alternative methods of service delivery, or other interventions. Preferred study design is randomised controlled trial • Diagnosis: demonstrating whether a new diagnostic test is valid (can we trust it?) and reliable (would we get the same results every time?). Preferred study design is cross sectional survey in which both the new test and the gold standard are performed
  • 13. Q3: Was the design appropriate to the Research? • Screening: demonstrating the value of tests which can be applied to large populations and which pick up disease at a presymptomatic stage. Preferred study design is cross sectional survey • Prognosis: determining what is likely to happen to someone whose disease is picked up at an early stage. Preferred study design is longitudinal cohort study • Causation: determining whether a putative harmful agent, such as environmental pollution, is related to the development of illness. Preferred study design is cohort or case-control study, depending on how rare the disease is, but case reports may also provide crucial information
  • 14. Hierarchy of Evidence 1.Systematic reviews and meta-analyses 2.Randomised controlled trials 3.Cohort studies 4.Case-control studies 5.Cross sectional surveys 6.Case reports
  • 15. Terms to Understand • Parallel group comparison: Each group receives a different treatment, with both groups being entered at the same time; results are analysed by comparing groups • Paired (or matched) comparison: Subjects receiving different treatments are matched to balance potential confounding variables such as age and sex; results are analysed in terms of differences between subject pairs • Within subject comparison: Subjects are assessed before and after an intervention and results analysed in terms of changes within the subjects
  • 16. Terms to Understand • Single blind: Subjects did not know which treatment they were receiving • Double blind: Neither did the investigators • Crossover: Each subject received both the intervention and control treatments (in random order), often separated by a washout period with no treatment • Placebo controlled: Control subjects receive a placebo (inactive pill) which should look and taste the same as the active pill. Placebo (sham) operations may also be used in trials of surgery
  • 17. Terms to be Aware of • Factorial design: A study which permits investigation of the effects (both separately and combined) of more than one independent variable on a given outcome (for example, a 2x2 factorial design tested the effects of placebo, aspirin alone, streptokinase alone, or aspirin plus streptokinase in acute heart attack)
  • 18. Peer Review • This is when a paper is submitted to a journal and the journal arranges for "peers", i.e. experts, to see if the paper reaches a certain standard
  • 19. Rejection! • The study did not address an important scientific issue • The study was not original (someone else had already done the same or a similar study) • The study did not actually test the authors' hypothesis • A different type of study should have been done
  • 20. Rejection! • Practical difficulties (in recruiting subjects, for example) led the authors to compromise on the original study protocol • The sample size was too small • The study was uncontrolled or inadequately controlled • The statistical analysis was incorrect or inappropriate • The authors drew unjustified conclusions from their data • There is a significant conflict of interest (one of the authors, or a sponsor, might benefit financially from the publication of the paper and insufficient safeguards were seen to be in place to guard against bias) • The paper is so badly written that it is incomprehensible • RET
  • 22. References • Grant, A. (2014) “Epidemiology for tropical doctors”. Lecture (S6) from the Diploma of Tropical Medicine & Hygiene, London School of Hygiene & Tropical Medicine. • Greenhalgh, T. (1997) “How to read a paper” British Medical Journal. Web, accessed April-May 2014 at <http://www.bmj.com/about-bmj/resources- readers/publications/how-read-paper>