12/12/2013 Evidence-Based Practice: Definitions and Practical Application Patrick Coppens, Ph.D., CCC-SLP SUNY Plattsburgh Disclosures Relevant financial relationship: am receiving an honorarium from GSHA for this presentation I Relevant nonfinancial relationship: disclose none to GSHA Atlanta February 8, 2014 SLP is a scientific field SLPs are clinical scientists Science & Pseudoscience Science Objective (testable) True scientific method Evolves with knowledge Pseudoscience Subjective (untestable) May sound “scientistic”. No evidence. Belief-based. Does not change. Based on traditions, anecdotes. Pseudoscience is “a body of belief and practices but seldom a field of active enquiry; it is tradition bound and dogmatic rather than forward looking and exploratory” (Bunge, 1984, p. 41). Why EBP? It’s the ethical thing to do! Clinical decisions based on sound evidence. Minimizes intuition and other unsupported claims = “data-driven care.” Best care for best outcome. Reduce disparities and variation in care Recognizes that not all evidence is created equal! Limits the value of “expert opinion.” Explicitly includes the client’s values, preferences, etc. Gather information about client Observe and measure behaviors Apply therapy Draw clinical conclusions based on measurements Write up results EBP provides a strategy to ensure that all clinical decisions are of the highest quality and represent the best possible service to the client Why EBP? Everybody wins when EBP is applied! ◦ clinicians are ethical, accountable ◦ clients are well-served ◦ insurance companies get a good service that works for their rehabilitation $ 1 12/12/2013 What ASHA says…. (ASHA position statement, 2005) What ASHA says…. “It is the position of the American SpeechLanguage-Hearing Association that audiologists and speech-language pathologists incorporate the principles of evidence-based practice in clinical decision making to provide high quality clinical care.” “In making clinical practice evidence-based, audiologists and speech-language pathologists— (ASHA Code of Ethics, 2010) ◦ acquire and maintain the knowledge and skills that are necessary to provide high quality professional services, including knowledge and skills related to evidence-based practice.” Principle of Ethics I – Rule B “Individuals shall use every resource … to ensure that high-quality service is provided” Principle of Ethics II “Individuals shall honor their responsibility to achieve and maintain the highest level of professional competence and performance” Barriers to EBP use: one caveat…. Barriers to EBP use Reported Problem Solutions Access ? Time ? Lack of evidence or Insufficient evidence ? Contradictory evidence ? Limited training in EBP and research. Congratulations! That’s why you are here! Lack of information literacy skills. Congratulations! That’s why you are here! Reported Problem Time Solution? • Not only the responsibility of the SLPs. • The PARIHS framework (Promoting Action on Research Implementation in Health Services) recognizes “Organizational Culture and Climate” as partly responsible for the good implementation of EBP. (Kitson et al., 1998) • Successful implementation = Evidence + Context + Facilitation • Advocacy is the solution here (at the individual and ASHA levels) EBP: Skills to hone… Scientific thinking ◦ Always doubt observed relationships: a brain is easy to fool!!! ◦ Be a skeptic (including for your own work). ◦ Always think of alternative explanations. Learn to say “why?” ◦ Some clinicians readily trust information reported by authority figure or friends. Armed with your scientific and critical thinking skills, it is now time to tackle EBP… 2 12/12/2013 Evidence-Based Practice Evidence-Based Practice Best external scientific evidence Practice Based Evidence Patient preferences and values Clinical Decision Dollaghan (2007); Lof (2011) http://www.asha.org/Members/ebp/web-tutorial Topics to be discussed… EBP components 1. Patient values, preferences, circumstances 2. Best external evidence: A. Asking the right question B. Finding the information C. Evaluating the evidence i. ii. iii. Strength of rationale Strength of design Strength of methods 3. Practice-based evidence A. Asking the right question B. Evaluating the evidence EBP components 1. Patient values, preferences, circumstances 2. Best external evidence: A. Asking the right question B. Finding the information C. Evaluating the evidence i. ii. iii. Strength of rationale Strength of design Strength of methods Patient preferences and values Clinical Decision 3. Practice-based evidence A. Asking the right question B. Evaluating the evidence 1. Patient Values, Preferences, Circumstances We know how to do this: make it functional. EBP (Dollaghan, 2007): 1. Choice of goals: find agreed upon objectives, but may require counseling. 2. Choice of approach: all must be based on EBP, but client preferences and/or circumstances may tip the balance. Possible ethical dilemma: client requests a discredited approach. Dollaghan (2007). Topics to be discussed… 3 12/12/2013 Patient Values, Preferences, Circumstances Conclusions: What should we do? 1. 2. 3. 4. Solutions Access Listen to the client/family Understand needs but also limitations (financial, transportation, support, etc.) Develop common goals but without compromising your prognosis. Counsel if needed. Use form to compare 2 possible Tx approaches. Topics to be discussed… Barriers to EBP use Reported Problem ? Lack of evidence or Insufficient evidence ? Contradictory evidence ? Limited training in EBP and research. Congratulations! That’s why you are here! Lack of information literacy skills. Congratulations! That’s why you are here! 2. Best External Evidence EBP components 1. Patient values, preferences, circumstances ? Time A. Asking the right question B. Finding the information C. Evaluating the evidence 2.Best external evidence: A. Asking the right question B. Finding the information C. Evaluating the evidence i. Strength of rationale ii. Strength of design iii. Strength of methods 3. Practice-based evidence Best external scientific evidence Clinical Decision A. Asking the right question B. Evaluating the evidence A. Asking the right question A. Asking the right question “Which is the best treatment for aphasia?” The PICO question: Population/Patient Intervention Comparison Outcome In aphasic adults (P) does Semantic Feature Analysis Tx (I) lead to significantly improved naming (O) as compared to no treatment (C)? Including all 4 characteristics will: make the information gathered more relevant for the particular client facilitate the search process. Trade-off: level of specificity will increase relevancy but make literature search more difficult. 4 12/12/2013 B. Finding the information A. Asking the right question E.g. (Gillam & Gillam, 2008): For example, look at: Which type of intervention, computer based (I), group pullout (C), or individual (C), provided to preschool children with speech and language impairments (P) results in the greatest improvement on measures of phonemic awareness (O)? ASHA EBP compendium : http://www.asha.org/members/ebp/compendium/ ASHA evidence maps: http://www.ncepmaps.org ANCDS websites: http://www.ancds.org/index.php/practice-guidelines-9 http://aphasiatx.arizona.edu/ practice a PICO question: B. Finding the information C. Evaluating the evidence For example, look at: TBI resources: http://www.psycbite.com Cochrane collaboration: http://www.cochrane.org Contact your local university. Contact the author. Judge the importance of the results Importance of critical and scientific thinking There are good resources available There are forms (or create your own) Lemoncello & Fanning (2011). Look at: i. Strength of rationale ii. Strength of design iii. Strength of methods Public databases: http://scholar.google.com/ http://www.tripdatabase.com/ http://www.speechbite.com/ http://highwire.stanford.edu/ Dollaghan (2007). 5 Gillam & Gillam (2008). 12/12/2013 C. Evaluating the evidence i. Strength of rationale Is the review of the literature thorough? Have the authors ignored some important element? Is there a reasonable research question based on the lit review? Is the question clinically relevant for your purpose? C. Evaluating the evidence ii. Strength of design ASHA levels of evidence Level Ia Ib IIa IIb III IV C. Evaluating the evidence ii. Strength of design Description Well- designed meta-analysis of >1 randomized controlled trial Well-designed randomized controlled study Well-designed controlled study without randomization Well-designed quasi-experimental study Well-designed non-experimental studies (e.g., correlations, case studies) Expert committee report, consensus conference, clinical experience of respected authorities 6 12/12/2013 C. Evaluating the evidence iii. Strength of methods Statistical issues E.g.: • alpha = 0.05 • Correlation and causation • Between-subject vs. within-subject • Essentially 3 broad avenues of inquiry: • Statistical issues: do the stats fit the design? • Internal validity issues: are there alternate explanations for the observed results? • External validity issues: are the results generalizable to other individuals? Internal validity threats: E.g.: An external variable intervenes during the experiment. Maturation or spontaneous recovery effect. Precision of measurement: validity and reliability of tests and measures, calibration of instruments. Inter- and intra-rater reliability. Unequal groups. Floor & ceiling effects. External validity issues: E.g.: 30 25 Is the sample representative? You can only generalize to the same subjects. You can’t generalize to other settings. Multiple Treatment Interference: if there are multiple steps or sequential treatments, the generalization can only occur to people who receive the same sequence of steps. 20 15 10 5 0 1 2 Examples for practice: Best External Evidence Find the possible confounding variables: An investigator measures language comprehension in 10 male and 10 female elderly subjects without dementia in the presence of 4 different levels of ambient noise. An investigator asked severe stutterers to have a conversation with a close friend and a conversation with a stranger in the clinical setting to investigate the effect of conversation partner on stuttering frequency. A. Conclusions: What can we do? Asking the right question Practice PICO. B. Finding the information Get familiar with the websites and databases. Rely on guidelines, systematic reviews, meta-analyses. Use local university contacts. 7 12/12/2013 Best External Evidence Conclusions: What can we do? Evaluating the evidence C. Best External Evidence Robey Use critical thinking. Use scientific thinking. Develop an easy-to-use form. Practice evaluating articles. Update statistical knowledge, get familiar with internal and external validity threats (e.g., general research method books). And most importantly, do not do this for all clients at once! (Robey, 2011) Barriers to EBP use Reported Problem Solutions Access • Use databases. Use ASHA. • Ask your local university. Time • Lots of review articles exist, USE THEM. • Use a simple evaluation form. • Tackle 1 topic at a time. Lack of evidence or Insufficient evidence •Ask a different question for your search • Seek closest possible applicable evidence. Contradictory evidence • Which is strongest? • generate your own evidence (see below) Limited training in EBP and research. Congratulations! That’s why you are here! Lack of information literacy skills. Congratulations! That’s why you are here! 3. Practice Based Evidence Complements external evidence: effectiveness (clinical setting) instead of efficacy (controlled environment). This must be more than subjective experience: “Practice-Based Evidence.” The same critical and scientific thinking must be applied to clinical work. Controls are still necessary to draw reasonable conclusions. If there is no evidence, provide it! But you need a supported rationale. (2011): A medley: ◦ Clinicians “came to EBP as competent and experienced clinicians (and) were engaged in ongoing professional-development learning activities” ◦ “the process of EBP begins with clinicians’ … choosing a certain aspect of practice for enhancement” ◦ “target only one clinical decision for improvement … and then move to another” ◦ “…must enforce realistic limits on their time” Topics to be discussed… EBP components 1. Patient values, preferences, circumstances 2. Best external evidence: A. Asking the right question B. Finding the information C. Evaluating the evidence i. ii. iii. Strength of rationale Strength of design Strength of methods Practice Based Evidence Clinical Decision 3.Practice-based evidence A. Asking the right question B. Evaluating the evidence A. Asking the right question The same PICO principle applies to daily clinical application: In a chronic patient with Broca’s aphasia (P) does Semantic Feature Analysis Tx (I) lead to significantly improved naming (O) as compared to traditional stimulation approach (C)? In this case, you are attempting to answer the question yourself 8 12/12/2013 B. Evaluating the evidence The problem is to defend against confounding variables. how confident am I that the therapy caused the observed improvement as opposed to another competing variable (maturation)? Dollaghan (2007). 2 B. Evaluating the evidence: Measurement Establish a stable pre-Tx baseline. Make sure your measurements are valid ◦ define your scoring protocol carefully ◦ use other scorers or multiple scorers (inter-rater reliability) B. Evaluating the evidence: Design areas to watch: Measurement Design B. Evaluating the evidence: Design The traditional pre/post design (or ABA) has problems: it is difficult to conclude on the success of the therapy. B. Evaluating the evidence: Design What we like to see: 9 12/12/2013 B. Evaluating the evidence: Design B. Evaluating the evidence: Design B. Evaluating the evidence: Design B. Evaluating the evidence: Design B. Evaluating the evidence: Design B. Evaluating the evidence: Design 10 12/12/2013 B. Evaluating the evidence: Design Practice Based Evidence Conclusions: What can we do? A. Use a client-specific PICO question. B. Apply the same critical and scientific thinking to your clinical work: ◦ Watch quality of measurements ◦ Watch design set up ◦ Look for confounding variables. Have a supported rationale for trying something new. D. If there is no evidence in the lit., report yours! C. Barriers to EBP use Reported Problem Solutions Access • Use databases. • Ask your local university. Time • Lots of EBP articles exist, USE THEM. • Tackle 1 topic at a time (Robey 2011). Lack of evidence • Generate your own evidence: Always or have a sound rationale, try it, and report it! Insufficient evidence • Ask a different question for your search • Seek the closest possible applicable evidence. Contradictory evidence • Which is strongest? (see Evaluating the Evidence) Limited training in EBP and research. • Congratulations! That’s why you are here. Lack of information literacy skills. • Congratulations! That’s why you are here. [email protected] References American Speech-Language-Hearing Association. (2005). Evidence-based practice in communication disorders [Position Statement]. Available from www.asha.org/policy. Dollaghan, C. A. (2007). The handbook for evidencebased practice in communication disorders and sciences. Baltimore, MD: Paul Brookes. Gillam, S., & Gillam, R. (2008).Teaching graduate students to make evidence-based decisions. Topics in Language Disorders, 28(3), 212-228. Goldacre, B. (2008). Bad science. New York, NY: Faber & Faber. References Kitson, A., Harvey, G., & McCormack, B. (1998). Enabling the implementation of evidence based practice: a conceptual framework. Quality in Health Care, 7, 149-158. Lemoncello, R., & Fanning, J. L. (2011, November). Practice-based evidence. Seminar presented at the ASHA meeting. San Diego, CA. Lof, G. L. (2011). Science-based practice and the speech-language pathologist. International Journal of Speech-Language Pathology, 13(3), 189-196. Lum, C. (2002). Scientific thinking in speech and language therapy. Mahwah, NJ: Lawrence Erlbaum. Robey, R. (2011).Treatment effectiveness and evidence-based practice. In L. L. Lapointe (Ed.), Aphasia and related neurogenic language disorders (pp. 197-210). New York, NY: Thieme. 11
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