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Drug Information PRN Focus Session—Keeping Up with Drug Information Resources and Skills: The Effective Utilization of Innovative Drug Information Tools, and Strategies to Evaluate Meta-analyses and Systematic Reviews Activity Number: 0217-0000-16-127-L04-P, 1.50 hours of CPE credit; Activity Type: An Application-Based Activity Monday, October 24, 2016 3:15 p.m. to 4:45 p.m. Regency Ballroom 2 Moderator: Andrew M. Abe, Pharm. D. Clinical Assistant Professor of Pharmacy Practice, University of Kansas, Kansas City, Kansas Agenda 3:15 p.m. Looking Beyond Traditional Drug Information Resources: Making the Most of Innovative Tools in Pharmacy Practice Conor T. Hanrahan, Pharm. D., BCPS Manager, Drug Information Services, Intermountain Healthcare, Salt Lake City, Utah 4:00 p.m. Innovative Strategies and Techniques to Evaluate Meta-analyses and Systematic Reviews When Making Patient Care Decisions J. Russell May, Pharm. D., FASHP Clinical Professor, Medical College of Georgia, Augusta, Georgia Conflict of Interest Disclosures Andrew M. Abe: no conflicts to disclose Conor T. Hanrahan: no conflicts to disclose J. Russell May: no conflicts to disclose Learning Objectives 1. Differentiate the value of social media and other innovative tools (e.g., Google FOAM, Iodine.com) compared with traditional resources in answering drug information questions. 2. Identify how social media and other innovative tools can be effectively applied in daily practice. 3. Evaluate the limitations and risks of social media and other innovative tools when used to answer clinical questions. 4. Identify essential elements of a meta-analysis and systematic review that can be used by the busy practitioner. 5. Evaluate potential limitations and methodological problems with a qualitative systematic review and meta-analysis. 6. Compare and contrast different frameworks and scoring systems for evaluating the quality of clinical trials. Self-Assessment Questions Self-assessment questions are available online at www.accp.com/am © American College of Clinical Pharmacy 1

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Page 1: Drug Information PRN Focus Session— Keeping Up with Drug … · 2016. 10. 13. · Web 2.0 The new generation of the Internet focused around user‐generated content and user interactions

Drug Information PRN Focus Session—Keeping Up with Drug Information Resources and Skills: The Effective Utilization of Innovative Drug Information Tools, and Strategies to Evaluate Meta-analyses and Systematic Reviews Activity Number: 0217-0000-16-127-L04-P, 1.50 hours of CPE credit; Activity Type: An Application-Based Activity

Monday, October 24, 2016 3:15 p.m. to 4:45 p.m. Regency Ballroom 2

Moderator: Andrew M. Abe, Pharm. D. Clinical Assistant Professor of Pharmacy Practice, University of Kansas, Kansas City, Kansas

Agenda

3:15 p.m. Looking Beyond Traditional Drug Information Resources: Making the Most of Innovative Tools in Pharmacy Practice Conor T. Hanrahan, Pharm. D., BCPS Manager, Drug Information Services, Intermountain Healthcare, Salt Lake City, Utah

4:00 p.m. Innovative Strategies and Techniques to Evaluate Meta-analyses and Systematic Reviews When Making Patient Care Decisions J. Russell May, Pharm. D., FASHPClinical Professor, Medical College of Georgia, Augusta, Georgia

Conflict of Interest Disclosures Andrew M. Abe: no conflicts to disclose Conor T. Hanrahan: no conflicts to disclose J. Russell May: no conflicts to disclose

Learning Objectives 1. Differentiate the value of social media and other innovative tools (e.g., Google FOAM, Iodine.com)

compared with traditional resources in answering drug information questions.2. Identify how social media and other innovative tools can be effectively applied in daily practice.3. Evaluate the limitations and risks of social media and other innovative tools when used to answer

clinical questions.4. Identify essential elements of a meta-analysis and systematic review that can be used by the busy

practitioner.5. Evaluate potential limitations and methodological problems with a qualitative systematic review and

meta-analysis.6. Compare and contrast different frameworks and scoring systems for evaluating the quality of clinical

trials.

Self-Assessment Questions

Self-assessment questions are available online at www.accp.com/am

© American College of Clinical Pharmacy 1

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2016 ACCP Annual Meeting

Looking Beyond Traditional Drug Information 

ResourcesConor Hanrahan, PharmD, BCPS

Manager, Drug Information Services

Intermountain Healthcare, Salt Lake City, UT

Monday, October 24, 2016

2016 ACCP Annual Meeting

Conflict of Interest

• None

2016 ACCP Annual Meeting

Learning Objectives

• Differentiate the value of social media and other innovative tools compared with traditional resources in answering drug information questions.

• Identify how social media and other innovative tools can be effectively applied in daily practice.

• Evaluate the limitations and risks of social mediaand other innovative tools when used to answer clinical questions.

2016 ACCP Annual Meeting

Outline

• Web 2.0 and social media

• Applicability to health care

• Risk and quality assessment

• Examples of innovative social media tools• FOAMSearch (formerly GoogleFOAM)

• iForumRx

• Iodine

2016 ACCP Annual Meeting

Web 2.0

The new generation of the Internet focused around user‐generated content and user interactions

Web 1.0 Web 2.0

Benetoli A, et al. Res Social Adm Pharm. 2015 Jan‐Feb;11(1):1‐46.Ventola CL. P T. 2014 Jul;39(7):491‐520.Grajales FJ, et al. J Med Internet Res. 2014 Feb 11;16(2):e13.

2016 ACCP Annual Meeting

Social Media

• Electronic communication platforms through whichusers co‐create, share, discuss, and modify user‐generated content

• Blogs

• Microblogs

• Wikis

• Media‐sharing sites

• Social networking sites 

• Virtual reality environments

Ventola CL. P T. 2014 Jul;39(7):491‐520.Grajales FJ, et al. J Med Internet Res. 2014 Feb 11;16(2):e13.

© American College of Clinical Pharmacy 2

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2016 ACCP Annual Meeting

Social Media Characteristics

1. Identity: Extent to which users reveal themselves

2. Conversations: Extent to which users communicate with one another

3. Sharing: Extent to which users exchange content

4. Presence: Extent to which users know if other users are available

5. Relationships: Extent to which users relate to each other

6. Reputation: Extent to which users know the social standing of others

7. Groups: Extent to which users are ordered or form communities

Moorhead SA, et al. J Med Internet Res. 2013 Apr 23;15(4):e85.Kietzmann JH, et al. Business Horizons. 2011;54(3):241‐51. 

2016 ACCP Annual Meeting

Blogs

• Oldest and most established form of social media

• Create and post content for others to consume and comment on 

• Content can take many forms 

Ventola CL. P T. 2014 Jul;39(7):491‐520.Grajales FJ, et al. J Med Internet Res. 2014 Feb 11;16(2):e13.

2016 ACCP Annual Meeting

Microblogs

• Considered the most dynamic form of social media

• Users post a large number of brief messages or updates over a short period of time

Ventola CL. P T. 2014 Jul;39(7):491‐520.Grajales FJ, et al. J Med Internet Res. 2014 Feb 11;16(2):e13.

2016 ACCP Annual Meeting

Wikis

• Collaborative Web sites that can be directly editedby anyone with access to the site (crowdsourced)

• Information can be accessed, added, or edited quickly 

Ventola CL. P T. 2014 Jul;39(7):491‐520.Grajales FJ, et al. J Med Internet Res. 2014 Feb 11;16(2):e13.

2016 ACCP Annual Meeting

Media‐Sharing Sites

• Designed to view and share embedded digitalmedia content 

• Also includes commentaries, profiles, etc. 

Ventola CL. P T. 2014 Jul;39(7):491‐520.Grajales FJ, et al. J Med Internet Res. 2014 Feb 11;16(2):e13.

2016 ACCP Annual Meeting

Assessment Question 1

Wikis are best defined as which one of the following: 

A. Audio or audiovisual social media that can be downloaded to a computer or mobile device.

B. A collaborative social media platform that can be directlyedited by anyone with access to the site.

C. An interactive social media platform maintained by an individual or an organization that posts regular entries ofcommentaries and events.

D. A social media platform that allows users to send short,quick messages to other subscribers.

© American College of Clinical Pharmacy 3

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2016 ACCP Annual Meeting

Applicability to Health CareSocial media and you… 

2016 ACCP Annual Meeting

Use Cases

• Professional networking

• Organizational promotion

• Patient care

• Public health programs

• Professional education

• Patient education

Ventola CL. P T. 2014 Jul;39(7):491‐520.Grajales FJ, et al. J Med Internet Res. 2014 Feb 11;16(2):e13.

2016 ACCP Annual Meeting

FOAM (FOAMed)

• Free open access medical education

• Communicate and educate medical content through a variety of social media platforms 

• Content is created organically by individuals from various disciplines

• Typically more dynamic and less formal thantraditional educational materials

• Quality often vetted in real‐time by users 

Carroll CL, et al. Am J Crit Care. 2016 Jan;25(1):93‐6. Nickson CP, et al. Emerg Med Australas. 2014 Feb;26(1):76‐83.

2016 ACCP Annual Meeting

FOAM

• Exponential rise in the number of FOAM resources

• As of 2013, there were 141 documented FOAM blogsand 42 podcasts for emergency medicine and critical care

• Extensive use of FOAM content

• Academic Life in Emergency Medicine (ALiEM) Web site

• 84,570 hits per month from 195 countries betweenJune 2013 to Dec 2013 

CadoganM, et al. Emerg Med J. 2014 Oct;31(e1):e76‐7.Thoma B, et al. CJEM 2015;17(2):188‐191. 

2016 ACCP Annual Meeting

Advantages of FOAM

• Disseminate, discuss, and dissect scientific research

• Free, real‐time, and more up‐to‐date

• Access to diverse array of topics 

• Explore issues where research is lacking

• Collaboration

• More engaging learning experience 

BoulosMN, et al. BMC Med Educ. 2006 Aug 15;6:41.Carroll CL, et al. Am J Crit Care. 2016 Jan;25(1):93‐6. Nickson CP, et al. Emerg Med Australas. 2014 Feb;26(1):76‐83.Duffy M. Am J Nurs. 2014 Apr;114(4):59‐63

2016 ACCP Annual Meeting

Limitations of FOAM

• Variable quality and accuracy of the content

• Variable degree of scholarship

• Reliance on post‐publication peer review 

• Heavy reliance on reader to discern legitimacy 

• Qualifications and conflicts of interest may or may not be known

• Brevity may lead to omission of important nuancesBoulosMN, et al. BMC Med Educ. 2006 Aug 15;6:41.Carroll CL, et al. Am J Crit Care. 2016 Jan;25(1):93‐6. Nickson CP, et al. Emerg Med Australas. 2014 Feb;26(1):76‐83.Duffy M. Am J Nurs. 2014 Apr;114(4):59‐63

© American College of Clinical Pharmacy 4

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2016 ACCP Annual Meeting

Assessing FOAM Quality

Credibility Content Design

Transparency Professionalism Aesthetics

Process Engagement Interaction

Use of other resources Academic rigor Functionality

Trustworthiness Orientation Ease of use 

Bias

Paterson QS, et al. J Grad Med Educ. 2015 Dec;7(4):549‐54.Thoma B, et al. Ann EmergMed. 2015 Oct;66(4):396‐402.e4

2016 ACCP Annual Meeting

Assessing FOAM Quality

• Is the editorial process independent from sponsors,conflicts, and other sources of bias?

• Is there transparency about who was involved in its creation? Is the identity of the author clear?

• Does the resource cite up‐to‐date references andare they consistent with the data presented? 

• Is the information presented accurate and of aconsistent quality?

• Are limitations about the topic acknowledged? Thoma B, et al. Ann EmergMed. 2015 Oct;66(4):396‐402.e4

2016 ACCP Annual Meeting

Assessing FOAM Quality

• Is the content presented in a logical, clear, andcoherent way?

• Does the resource use correct grammar/spelling?

• Is there a way to provide feedback?

• Are there comments from other contributors that either endorse or refute the information presented?

• Is there a well‐defined purpose or topic?

• Is the content of the resource professional?

Thoma B, et al. Ann EmergMed. 2015 Oct;66(4):396‐402.e4

2016 ACCP Annual Meeting

Applicability in Daily Practice 

• Useful to stay up‐to‐date on current issues 

• Useful forum for communication and debate

• Never rely on it as the sole source of truth• Always assess quality

• Always verify and validate

2016 ACCP Annual Meeting

Assessment Question 2Compared with traditional medical references, FOAM content is typically

A. Shorter, more dynamic, easily accessible, and relies heavily on post‐publication peer review. 

B. Highly evidence‐based with a strong pre‐publication peerreview process.

C. Consistent with regard to the degree of scholarship andauthor/commenter qualifications.

D. Focused on core, foundational practice principles as opposed to current or controversial topics.

2016 ACCP Annual Meeting

Assessment Question 3

You are a pharmacist staffing in the ED when you receive a STAT order for an intravenous lipid emulsion 1.5 mL/kg bolus, followed by a continuous infusion of 0.25 mL/kg/min for 60 minutes. 

Not having heard of this therapy before, you ask the physician for his clinical rationale and more details. The physician then provides you with a FOAM blog post about the therapy (see case handout). 

Describe how you would assess the quality of this resource and your next steps before completing the order.

© American College of Clinical Pharmacy 5

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2016 ACCP Annual Meeting

Innovative ToolsNew and shiny things for medical information…

2016 ACCP Annual Meeting

FOAMSearch

• Developed by Todd Raine, MD

• Custom search engine that curates emergency medicine/critical care FOAM resources from

• Blogs

• Podcasts 

• Screencasts (video podcasts)

• Wikis

• Journals

• Other social media toolsRaine T, et al. EmergMed Australas. 2015 Aug;27(4):363‐5. FOAMSearch [Internet]. Available from: http://googlefoam.com.

2016 ACCP Annual Meeting

FOAMSearch

Rural/General Practice/Family 

Medicine

PreHospital and Retrieval Medicine

FOAMSearch [Internet]. Available from: http://googlefoam.com.

2016 ACCP Annual Meeting

FOAMSearch [Internet]. Available from: http://googlefoam.com.

FOAMSearch

2016 ACCP Annual Meeting

Limitations of FOAMSearch

• Advertisements in search results

• Ambiguous vetting process for resource inclusionand risk of bias 

• Lack of transparency

• Broken links 

• Lack of data comparing utility of custom versus traditional search engines 

2016 ACCP Annual Meeting

Common EMCC FOAM Sites

• Life in the Fastlane

• Academic Life in Emergency Medicine

EMCC = emergency medicine/critical careLife in the Fastline [Internet]. Available from: http://lifeinthefastlane.com. Academic Life in Emergency Medicine [Internet]. Available from: https://www.aliem.com.

© American College of Clinical Pharmacy 6

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2016 ACCP Annual Meeting

iForumRx

• Hosted by the University of Mississippi Schoolof Pharmacy 

• Robust editorial and advisory board• Goals

• Inform ambulatory care pharmacy specialists about high‐quality, practice‐changing evidence

• Empower practitioners to apply the best evidence topatient care in ambulatory care settings

• Uses interactive blogs, podcasts, polls, panel discussions, etc. 

iForumRx [Internet]. Available from: http://iforumrx.org. Kiser K, et al. iForumRx.org. Poster presented at: 2015 ACCP Global Conference on Clinical Pharmacy; 2015 Oct: San Francisco, Ca.  

2016 ACCP Annual Meeting

iForumRx

iForumRx [Internet]. Available from: http://iforumrx.org. 

2016 ACCP Annual Meeting

iForumRx [Internet]. Available from: http://iforumrx.org. 

iForumRx

2016 ACCP Annual Meeting

iForumRx Considerations

• Content is referenced and evidence‐based

• Commendable editorial process 

• Covers broad range of topics focused onambulatory care 

• Timely and interactive

• Free of commercial influence 

2016 ACCP Annual Meeting

Iodine

• Founded in 2013 by Thomas Goetz and Matt Mohebbi• Medical team primarily includes nurses and pharmacists

• “Create feedback loops between the patient experience and the intended outcome”

• Combines clinical information with patient reviews ofmedications (crowdsourced reviews) 

Iodine [Internet]. Available from: http://www.iodine.com.

2016 ACCP Annual Meeting

Iodine [Internet]. Available from: http://www.iodine.com.

Iodine

© American College of Clinical Pharmacy 7

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2016 ACCP Annual Meeting

Iodine [Internet]. Available from: http://www.iodine.com.

Iodine

2016 ACCP Annual Meeting

Iodine [Internet]. Available from: http://www.iodine.com.

Iodine

2016 ACCP Annual Meeting

Iodine [Internet]. Available from: http://www.iodine.com.

Iodine

2016 ACCP Annual Meeting

Iodine [Internet]. Available from: http://www.iodine.com.

Iodine

2016 ACCP Annual Meeting

Iodine [Internet]. Available from: http://www.iodine.com.

Iodine

2016 ACCP Annual Meeting

Iodine

Iodine [Internet]. Available from: http://www.iodine.com.

© American College of Clinical Pharmacy 8

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2016 ACCP Annual Meeting

Iodine Considerations

• Novel and cutting‐edge approach to patient‐oriented crowdsourcing in medicine 

• Information is provided in a patient‐friendly manner

• Encourages reliance on patient opinion

• Sample bias?

• May overly emphasize medication downsides

• No comparisons or information on untreated disease

• Questionable disease‐related data

2016 ACCP Annual Meeting

Other Similar Sites

• RxWiki

• Everyday Health

• Patientslikeme

• Omada Health

• Ginger.io

• Propeller Health

2016 ACCP Annual Meeting

Assessment Question 4

Which one of the following is the most accurate statement regarding FOAMSearch: 

A. Custom search algorithms typically lead to slow searchresult speeds, limiting real‐world utility.

B. FOAMSearch could be useful for oncology practitioners looking for FOAM resources. 

C. Practitioners should not rely solely on FOAMSearch due to an ambiguous vetting process and lack of transparency.

D. FOAMSearch appears to be an efficient, non‐commercial way to find FOAM resources. 

2016 ACCP Annual Meeting

Concluding Thoughts

• Social media is becoming a frequently used outletfor medical information 

• May supplement, but not replace traditionalmedical resources

• Many advantages and disadvantages

• Continued diligence is needed to ensure quality

2016 ACCP Annual Meeting

Looking Beyond Traditional Drug Information 

ResourcesConor Hanrahan, PharmD, BCPS

Manager, Drug Information Services

Intermountain Healthcare, Salt Lake City, UT

Monday, October 24, 2016

© American College of Clinical Pharmacy 9

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2016 ACCP Annual Meeting

Strategies and Techniques to Evaluate Meta‐analysis and Systematic Reviews When Making Patient Care Decisions

J. Russell May, Pharm.D., FASHP

University of Georgia College of Pharmacy

Augusta, GA

October 24, 2016

2016 ACCP Annual Meeting

Conflict of Interest

• Dr. May has nothing to disclose concerning possiblefinancial or personal relationships with commercial entities (or their competitors) mentioned in this presentation.

2016 ACCP Annual Meeting

Learning Objectives

After attending this session the audience should be able to:

• Identify essential elements of a meta‐analysis andsystematic review that can be used by the busy practitioner

• Evaluate potential limitations and methodological problems with a qualitative systematic review andmeta‐analysis

• Compare and contrast different frameworks and scoring systems for evaluating the quality of clinicaltrials

2016 ACCP Annual Meeting

Terminology: Common Question… • What is the difference between a systematicreview, a meta‐analysis, and a review article?

• Systematic review: a review of a clearly formulated questionthat uses systematic and explicit methods to identify, select, and critically appraise relevant research and to collect and analyze data from studies that are included in the review.

• Contrast this to a “review article”• A broad overview of a clinical condition

• Often, systematic reviews include statistical techniques (meta‐analysis) to synthesize the data from several studies into a single quantitative estimate of summary effect size

2016 ACCP Annual Meeting

Importance of This Topic

• Systematic reviews and meta‐analysis• Essential tools for summarizing data

• Help keep clinicians up‐to‐date

• Provide evidence for• Policy makers

• Clinicians

• Guideline developers

• Provide summaries of previous research for funders ofpotential new research

• Helps editors judge merits of publishing new studies

2016 ACCP Annual Meeting

Systematic Review Examples

• Included in the top 10 at Cochrane Libraryhttp://www.cochrane.org/ as of August, 2016

• Gabapentin for chronic neuropathic pain andfibromyalgia in adults

• Sun protection for preventing basal cell and squamous cell skin cancers

• Paracetamol for low back pain

© American College of Clinical Pharmacy 10

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2016 ACCP Annual Meeting

Gabapentin for chronic neuropathic pain and fibromyalgia in adults• Objective: to assess analgesic efficacy and adverseeffects of gabapentin in these conditions

• Search: MEDLINE (1966 – March 14, 2014), EMBASE (1980 – 2014 week 10), and CENTRAL,Internet and specifically Clinicaltrials.gov (most recent search March 17, 2014)

• Selection: Randomized, double‐blind studies ofanalgesic and adverse effects in adults

Moore RA, et al. Gabapentin for chronic neuropathic pain and fibromyalgia in adults. Cochrane Database of Systematic Reviews 2014, Issue 4, Art. No: CD00738

2016 ACCP Annual Meeting

Gabapentin for chronic neuropathic pain and fibromyalgia in adults

• Results: 5633 participants in 37 studies of“reasonable quality”

• No top tier evidence that was unequivocally unbiased

• Second tier evidence with potential important residual bias: doses of 1200 mg or more was effective for some people, gabapentin (35%) and placebo (21%)

• Over half those treated will not have worthwhile painrelief

• Persons taking gabapentin could expect to have at least one adverse event (62%)

2016 ACCP Annual Meeting

Sun protection for preventing basal cell and squamous cell skin cancers

• Objective: to assess the effects of sun protection strategies for preventing keratinocyte cancer in thegeneral population

• Search: Cochrane Skin Group Specialized Registry, CENTRAL, MEDLINE, EMBASE, and LILACS.  Also 5 trial registries, and bibliographies of  relevant trials (up to May 2016)

• Selection: randomized controlled trials in adultsand children

Sanchez G, et al. , et al. Sun protection for preventing basal cell and squamous cell carcinomas. Cochrane Database of Systematic Reviews 2016, Issue 7, Art. No: CD011161

2016 ACCP Annual Meeting

Sun protection for preventing basal cell and squamous cell skin cancers• Results: one RCT study, factorial design with 1621 participants

• Studied sunscreens• With or without beta‐carotene administration

• No difference in development of basal cell or squamous cell carcinoma (RR = 1.03 and 0.88, respectively)

• Certainty of evidence low: lack of histologicalconfirmation of carcinoma

• Further assessment of sunscreens and other barriermethods needed

2016 ACCP Annual Meeting

Paracetamol for low back pain (LBP)

• Objective: to investigate the efficacy and safety ofparacetamol for non‐specific LBP

• Search: CENTRAL, MEDLINE, EMBASE, CINALHL, AMED, Web of Science, LILIACS, IPA from inceptionthrough August 7, 2015. Also, reference lists from eligible papers and trial registry websites

• Selection: RCTs versus placebo for non‐specific LBP

Saragiotto BT, et al. , et al. Paracetamol for low back pain. Cochrane Database of Systematic Reviews 2016, Issue 6, Art. No: CD012230

2016 ACCP Annual Meeting

Paracetamol for low back pain (LBP)• Results: Three trials (n = 1825), two trials includedin a meta‐analysis

• For acute LBP: high quality evidence for no differenceusing meta‐analysis combining two studies

• For chronic LBP: low quality evidence (study with 1 gm IV dose for immediate effect) for no effect.  Note studyhas been retracted.

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2016 ACCP Annual Meeting

Tools for Evaluating Systematic Reviews/Meta‐analysis• Some easy‐reading literature sources

• Uman LS. Systematic Reviews and Meta‐analysis. “Information Management for the Busy Practitioner” 

J Can Acad Child Adolesc Psychiatry 2011;20:57‐9.

• Russo MW. How to Review a Meta‐analysis. Gastroenterology & Hepatology 2007;3:637‐642

• Murad MH, et al. How to Read a Systematic Review andMeta‐analysis and Apply the Results to Patient Care.JAMA 2014;312:171‐179

2016 ACCP Annual Meeting

How a Systematic Review/Meta‐Analysis Should Be Performed• Over 2,500 new systematic reviews published inEnglish annually

• Key information is often poorly reported

• Development of QUOROM• QUality Of Reporting Of Meta‐analysis

• Reporting guidance for authors

• Published in 1999

• Evolved into PRISMA in 2009• Preferred Reporting Items for Systematic Reviews and Meta‐analysis

2016 ACCP Annual Meeting

Tools for Evaluating Systematic Reviews/Meta‐analysis

• Evaluating a systemic review/meta‐analysis by knowinghow one should be performed

• Moher D, et al. Preferred Reporting Items for Systematic Reviews and Meta‐analysis: The PRISMA Statement. PloSMedicine 2009;6:e1000097

• Liberati A, et al. The PRISMA Statement for Reporting Systematic Reviews and Meta‐analysis of Studies That Evaluate Health Care Interventions: Explanation and Elaboration. PloS Medicine 2009;6:e100010

2016 ACCP Annual Meeting

How a Systematic Review/Meta‐Analysis Should Be Performed• PRISMA: 27 item checklist “to include when reporting a systematic review or meta‐analysis”

• JAMA: 9 Step Process for conducting a systematicreview and meta‐analysis

Murad MH, et al. How to Read a Systematic Review and Meta‐analysis and Apply the Results to Patient Care. JAMA 2014;312:171‐179

Moher D, et al. Preferred Reporting Items for Systematic Reviews and Meta‐analysis: The PRISMA Statement. PloS Medicine 2009;6:e1000097

2016 ACCP Annual Meeting

9 Step Process for Conducting a Systematic Review and Meta‐analysis

• To evaluate, one might ask, “How did they…?”:• Formulate the question• Define the criteria for study inclusion (PICO + studydesign)

• Develop a priori hypothesis to explain heterogeneity• Conduct literature search• Screen titles and abstracts for inclusion• Review the full text of possible eligible studies• Assess the risk of bias• Abstract the data• Perform the meta‐analysis (more on this later)

2016 ACCP Annual Meeting

Evaluating…• Methodology

• Should be a clear clinical question addressed by the systematic review

• Defined by PICO• Type of patients

• Type of interventions

• Type of comparisons

• Type of outcomes

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2016 ACCP Annual Meeting

Evaluating…

• Clear clinical question?

• Example: Wu XW et al. Meta‐analysis of Ciprofloxacin Use in Treatment of Crohn’s Disease. Biomedical Reports 2015;3:70‐74.

• Too broad, too narrow?• Induction of remission

• Induction of remission in patients with perianal fistula

• Single drug, combination therapy?

• Etc…

2016 ACCP Annual Meeting

Evaluating…• Methodology

• How was the search for relevant studies conducted?• Comprehensive

• Tools for search listed (PubMed, Cochrane, EMBASE, etc.)

• Terms used

• Reasonable limitations placed on search (e.g., Englishlanguage)

• Manual search through references of articles

• Attempt to identify unpublished data

2016 ACCP Annual Meeting

Evaluating…

• Search for relevant studies thorough?

• Example: Wu XW et al. Meta‐analysis of Ciprofloxacin Use in Treatment of Crohn’s Disease. Biomedical Reports 2015;3:70‐74.

• Pubmed, EMBASE, Cochrane Library

• Terms: (ciprofloxacin or quinolone or antibiotic) AND(Crohn’s disease or inflammatory bowel disease)

• Any language

• Manual search of references retrieved

2016 ACCP Annual Meeting

Evaluating…

• Methodology• Data abstraction

• Was a structured form used?

• How many authors abstracted data (> 2)?

• Are characteristics of the studies listed (study design, sample size, demographics)

• Was inclusion – exclusion criteria listed?

• Number of excluded studies and why excluded

2016 ACCP Annual Meeting

Evaluating…

• Data abstraction

• Example: Wu XW et al. Meta‐analysis of Ciprofloxacin Use in Treatment of Crohn’s Disease. Biomedical Reports 2015;3:70‐74.• Two investigators abstracted data (differences resolved “by consensus”)

• Characteristics evaluated: study design, demographics, interventions,duration, extent of disease, and co‐therapy 

• 987 studies identified > 951 excluded on basis of title and abstract> 36 studies evaluated > 31 excluded (reviews, retrospective, uncontrolled, post‐operative studies, lack of placebo) >>>>>5 studies included

2016 ACCP Annual Meeting

Now for the hard (fun?) parts…

• Evaluation of heterogeneity (I2 statistic)

• Evaluation of publication bias (Funnel Plot)

• Evaluation of effect size and overall effect size(Forest Plot)

• Drawing your conclusions

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2016 ACCP Annual Meeting

Evaluation of Heterogeneity (I2 statistic)

• The statistical model used is based on how heterogeneous or homogenous the includedstudies are.

• An I2 statistic assesses heterogeneity• Values <25%: homogeneous group

• Values >75%: heterogeneous group

2016 ACCP Annual Meeting

Evaluation of publication bias (Funnel Plot)

• Studies with a positive effect are more likely to bepublished.

• Assessment of publication bias: funnel plot

• Displays each trial according to its effect size (X‐axis) and weight (y‐axis)

• Assumption: no bias• More precise trials clustered at the top and smaller trialswill spread out near the bottom 

• Result: an upside down funnel

2016 ACCP Annual Meeting

Evaluation of publication bias (Funnel Plot)

No Bias Bias

2016 ACCP Annual Meeting

Evaluation of effect size and overall effect size (Forest Plot)

• Effect size is the targeted difference between groups in each study 

• Typically expressed as OR, RR, or HR with 95% CI 

• Effect size is weighted for each study• Large RCTs weighted higher

• Overall treatment effect calculated 

• Results displayed: Forest Plot

2016 ACCP Annual Meeting

Forest Plot*

Smith AB et alJones CD et alBrown EF et alGreen GH et alBlack IJ et alJohnson KL et alAllen MN et alOverall Effect

Drug A/Drug B3/637/185/447/528/2712/3428/100

Drug A/Drug C2/532/283/515/594/243/369/94

0.1  0.2   0.5    1     2      5      10

Favors A/B       Favors A/C

Relative Risk (95% CI1.26 (0.22 to 7.27)5.44 (1.27 to 23.34)1.93 (0.49 to 7.63)1.59 (0.54 to 4.70)1.78 (0.61 to 5.17)4.24 (1.31 to 13.72)2.92 (1.46 to 5.87)2.30 (1.65 to 3.21)

I2 = 10%

*Designed for illustration purposes only

Failure rates

2016 ACCP Annual Meeting

Other Considerations

• How generalizable are the results?• For a clinical trial: “results of a study can only be appliedto patients who are similar to those in the study”

• For a systematic review: a little more complex

• Funding source(s) for the review

• Disclosures 

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2016 ACCP Annual Meeting

Conclusions

• Systematic Reviews/meta‐analysis• Excellent way to summarize evidence for making patient (or other) judgements

• Provides a way to interpret disparate results

• Reliant on criteria for inclusion of previous studies andstatistical methods to assure validity

• Using guidelines for how to conduct a systematicreview provide tools to evaluate the quality of a systematic review

2016 ACCP Annual Meeting

[email protected]

Questions?

2016 ACCP Annual Meeting

Strategies and Techniques to Evaluate Meta‐analysis and Systematic Reviews When Making Patient Care Decisions

J. Russell May, Pharm.D., FASHP

University of Georgia College of Pharmacy

Augusta, GA

October 24, 2016

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