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Why do we read research articles?
To increase our knowledge in a particular area of interest To search for evidence for our practice To review literature in preparation for a research Why do we read research articles?
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Should we believe everything we read?
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Critical Appraisal OPST 199 Methods of Research
Kristofferson G. Mendoza, PTRP Department of Physical Therapy College of Allied Medical Professions University of the Philippines Manila 27 May 2009
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Learning Objectives At the end of the session, the learner should be able to: Identify the level of evidence presented in a research study on the basis of the research design used Discuss theoretical and methodological aspects of a research study in relation to internal and external validity Rate the usefulness of evidence presented in a research study using key criteria
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Critical Appraisal the process of systematically examining research evidence to assess its validity, results and relevance before using it to inform a decision.
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OPST 199 Methods of Research Critical Appraisal
Levels of Evidence OPST 199 Methods of Research Critical Appraisal
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Levels of Evidence Various study designs have different levels of rigour
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Classic Levels of Evidence
By Sackett et al. For Studies on intervention, prevention, etiology and harm RCT the most rigorous study design Modification of the classic level of evidence later on included systematic reviews bec of the proliferation of RCTs Randomization of large numbers of patients – by chance, tend to evenly distribute prognostic variables between comparison groups – removing bias
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Level 1 Level 2 Level 3 Level 4 Level 5
HIGH Level 1 (minus) Randomization Level 2 (minus) Prospective Data Collection Level 3 (minus) Comparison Groups Level 4 (minus) Clinical data Level 5 LOW
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Levels of Evidence For studies on Prognosis
optimal individual study – individual inception cohort study with greater than 80% ff up Where the clinical decision rule has been validated in a single population Clinical decision rule are algorithms or scoring systems that lead to prognosis estimation or diagnostic category
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Levels of Evidence For studies on Diagnosis
optimal individual study – cohort study with good reference standards or clinical decision rule tested within one clinical center
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Levels of Evidence For studies on Differential diagnosis / Symptom prevalence Cohort study with good follow up
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Levels of Evidence Despite differences in the optimal study design, certain consistencies are evident across different types of questions A systematic review of high-quality studies always provides the highest level of rigor An individual study using the optimal design for that type of clinical question is considered level 1 Prospective data collection indicates higher study quality than retrospective data collection Expert opinion, bench research, conceptual framework/theories/first principles are always considered the lowest (level 5) evidence
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Other Levels of evidence Classification System
Greenhalgh (1997) Systematic Reviews and meta-analysis RCTs with definitive results RCTs with non-definitive results Cohort studies Case-control studies Cross sectional surveys Case reports
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Levels of evidence For quantitative studies
Primary Research Experimental Observational For qualitative studies? No consensus about the relative rigour of different methods
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Research design issues
OPST 199 Methods of Research Critical Appraisal
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Research Design Issues in Quantitative Research
Sampling of Subjects Objective: A sample that represents the target population Optimal Design: A random sample selected from the population Threats to Validity: Differential sampling between groups will affect internal validity; convenience sampling may affect external validity
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Research Design Issues in Quantitative Research
Sample Size Objective: The optimal number of subjects is large enough to detect important treatment effects but small enough to conduct the study in a timely, efficient manner Optimal Design: Correct number of subjects is determined by an accurate sample size calculation Threats to Validity: Small sample size
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Research Design Issues in Quantitative Research
Allocation of treatment Objective: Unbiased allocation Optimal Design: Random allocation Threats to Validity: Nonrandom allocation (observational)
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Research Design Issues in Quantitative Research
Blinding (to treatment allocation and/or outcomes Objective: To minimize sources of bias introduced by study personnel or participants Optimal Design: Ideally everyone involved in the study would be blinded to the full extent possible Threats to Validity: Blinding in rehab is difficult; may result in bias from differential diagnosis, outcome assessments, attention and follow-up procedures
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Research Design Issues in Quantitative Research
Outcome ascertainment Objective: To accurately determine pretreatment status; To reflect all important changes in outcome post-treatment Optimal Design: Outcomes measured at all likely relevant time points; Outcomes measured using reliable, valid, and responsive measures Threats to Validity: important effects will be missed if relevant time points are not assessed or the outcome measures are not sensitive; outcome measures that reflect only certain domains may be biased towards specific treatments; poor reliability/validity may invalidate the conclusion
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Research Design Issues in Quantitative Research
Follow-up Objective: To accurately portray the treatment effects obtained by all the participants Optimal Design: 100% follow-up Threats to Validity: differential loss to follow-up can introduce bias in estimate of effects
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Research Design Issues in Quantitative Research
Statistical analysis Objective: To provide accurate estimates of the size and significance of the observed effects Optimal Design: Accurate and appropriate analysis of all data Threats to Validity: Inappropriate analysis may lead to faulty conclusion
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OPST 199 Methods of Research Critical Appraisal
Critical review form Law, M., Stewart, D., Pollock, N., Letts, L., Bosch, J., & Westmorland, M., 1998. McMaster University OPST 199 Methods of Research Critical Appraisal
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Was the purpose stated clearly?
Comments STUDY PURPOSE: Was the purpose stated clearly? Yes No Outline the purpose of the study. How does the study apply to OT/PT/SP and/or your research question? LITERATURE: Was relevant background literature reviewed? Describe the justification of the need for the study. DESIGN: RCT Cohort Single case design Before and after Case-control Cross-sectional Case study Describe the study design. Was the design appropriate for the study question (e.g., for knowledge level about this issue, outcomes, ethical issues, etc.)? Specify any biases that may have been operating and the direction of their influence on the results.
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Appropriateness of Study Design
Knowledge of topic/issue If little is known, more exploratory (case study, cross- sectional design) as level of knowledge increases, study design must be more rigorous (RCT most rigorous) Outcomes If outcomes are easily quantifiable and well-developed standardized assessment tools are available, design should be rigorous If outcomes are not fully understood yet (e.g., quality of life), use design that explore different factors (case control)
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Appropriateness of Study Design
Ethical Issues: If there is no ethical issue re: withholding treatment, design should have control groups Study purpose/questions Effectiveness of treatment: RCTs, before-after design, single-case studies Learn more about an issue, pilot study to determine treatment: case control an cross sectional
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Biases Sample/Selection Bias
Volunteer bias – usually favors treatment group Seasonal bias – could work either way Attention bias – favors treatment group (extra attention)
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Biases Measurement/Detection Bias Number of outcome measures used
Only one outcome measure – could favor either groups Too many outcome measures for sample size – favors control group Lack of masked or independent evaluation – treatment group is usually favored Recall or memory bias – favors treatment group
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Biases Intervention/Performance Bias
Contamination – favors control group Co-intervention – can influence either groups Timing of intervention Site of treatment Different therapists
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Was the sample described in detail?
Comments SAMPLE: N= Was the sample described in detail? Yes No Was the sample size justified? Sampling (who; characteristics; how many; how was sampling done?) If more than one group, was there similarity between groups? Describe ethics procedure. Was informed consent obtained? OUTCOMES: Were the outcome measures reliable? Not addressed Were the outcome measures valid? Specify the frequency of outcome measurement (i.e. pre, post, follow-up). Outcome areas (e.g., self care, productivity, leisure) List measures used
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Intervention was described in detail?
Comments INTERVENTION: Intervention was described in detail? Yes No Not addressed Contamination was avoided? N/A Cointervention was avoided? Provide a short description of the intervention (focus, who delivered it, how often, setting). Could the intervention be replicated in OT/PT/SP practice?
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Results were reported in terms of statistical significance?
Comments RESULTS: Results were reported in terms of statistical significance? Yes No N/A Not addressed Were the analysis method(s) appropriate? What were the results? Were they statistically significant (i.e., p<0.05)? If not statistically significant, was study big enough to show an important difference if it should occur? If there were multiple outcomes, was that taken into account for the statistical analysis? Drop-outs were reported? Did any participant drop out from the study? Why? (Were reasons give and were drop outs handled appropriately?)
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CONCLUSIONS AND CLINICAL IMPLICATIONS:
Comments CONCLUSIONS AND CLINICAL IMPLICATIONS: Conclusions were appropriate given study methods and results? Yes No What did the study conclude? What are the implications of these results for OT/PT/SP practice? What were the main limitations or biases in the study?
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OPST 199 Methods of Research Critical Appraisal
Thank you OPST 199 Methods of Research Critical Appraisal
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