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Searching the Literature
        Biostats
       Susan Fowler, MLIS
        Medical Librarian
       Fowler@wustl.edu
         314‐362‐8092
        pg: 314‐360‐1069
Outline
•   Search Strategy
•   Pulling Keywords from Your PICO Question
•   Boolean, Truncation, and Wild Cards
•   Hierarchy of Evidence and Study Design
•   Google Scholar
•   Cochrane Database of Systematic Reviews
•   PubMed (MEDLINE)
•   EMBASE
Choosing Appropriate Evidence
Higher                                          Percentage of 
Quality                Meta‐                    the Literature 
                     analyses
                    Systematic 
                      reviews
                   Randomized 
                  controlled trials
                 Prospective blind 
                   comparisons
                   Cohort studies

                Case‐control studies

            Case series and case reports

           Animal and laboratory research


                                            Will Olmstadt, MS, MPH 
PICO
• Patient or problem ‐ How would I describe a group of 
  patients similar to mine?
• Intervention ‐ Which main intervention, prognostic 
  factor, or exposure am I considering?
• Comparison ‐ What is the main alternative to compare 
  with the intervention?
• Outcome ‐ What can I hope to accomplish, measure, 
  improve or affect?




                                     Will Olmstadt, MS, MPH 
The Search Strategy
  • Develop PICO question
  • Identify keywords and terms from PICO
  • Identify standardized subject headings
  • Combine subject headings and keywords 
    to narrow or broaden your search
  • Evaluate your search results
  • Revise the search in light of your results
Pulling Keywords from Your
       PICO Question

• What are the main topics of your PICO?
• Brainstorm – what other words could you 
  use to describe your topic?
• What are some synonyms for the words 
  you’ve come up with?
Evaluate the Search Results
  Don’t be afraid if you have zero (0) or thousands of results, 
    play around with search strategies – you wont break 
    anything!
     – Read the titles and abstracts of “hits” in your search 
        to get a feel for their relevance
     – Identify relevant MeSH and Keywords used to index 
        particularly relevant “hits”
     – If your search yields too many or too few hits, 
        modify it and try again
Revise the Search in Light of
          your Results
• Narrow the search by combining search 
  terms and applying limits

• Broaden the search if the results are too 
  limited by removing keywords and limits
Boolean
• AND
• OR
• NOT
Boolean
     strawberry AND                            AND chocolate




Strickland, Jennifer and Henderson, John R. (October 10, 2005). Boolean Logic. Retrieved September 22, 2007, from
http://www.ithaca.edu/library/course/expert.html.
Boolean
                       strawberry OR                          OR chocolate




Strickland, Jennifer and Henderson, John R. (October 10, 2005). Boolean Logic. Retrieved September 22, 2007, from
http://www.ithaca.edu/library/course/expert.html.
Boolean and Nesting
                  (strawberry OR                           NOT chocolate




Strickland, Jennifer and Henderson, John R. (October 10, 2005). Boolean Logic. Retrieved September 22, 2007, from
http://www.ithaca.edu/library/course/expert.html.
Truncation and Wild Cards
 •   Truncation is a searchable shortened form of a word. 
      – adolescen* will include
          • adolescence
          • adolescent
          • adolescents, etc…


 •   Wild card characters are useful because of alternate spellings and 
     other quirks in the English language. 
      – behavio?r, will include
          • behaviour 
          • behavior 
      – Wom*n, will include
          • women 
          • woman
Quotation Marks
 Using quotation marks for a phrase forces the database to 
 return results where those words appear together. 

Without Quotations = 57,360 results   With Quotations = 13,180 results
Google Scholar
• http://scholar.google.com/
• Freely accessible database of a vast array of materials 
  and media archived in the web
• Customizable to point to your full text available through 
  your library
• Customizable to send citations to your citation manager
• Set up auto search alerts to track materials that match a 
  specific search query
Go to
  “Advanced 
Scholar Search”
Advanced Scholar Search
                      Use truncation
                          Search exact 
                            phrases



                          Use limits to 
                        narrow results by 
                         specific author, 
                        publication, and
                           date range.



 Narrow by 
subject area
Set Up Alert
Click the envelope 
   to access the 
   alert service.
Set Up Alert, cont…
                          Alerts will 
                       automatically be 
                      sent to your email.
Scholar Preferences
Scholar Preferences, cont…
Cochrane Database of
               Systematic Reviews
• http://www.cochrane.org/

• “Gold Standard” for systematic reviews 

• Free database, but requires paid subscription to access 
  most content
Cochrane
Cochrane Search
           Example
Question: Does the use of Echinacea really prevent the common cold? 



      You are only 
      interested in 
    Cochrane Reviews
Cochrane Search Example cont…
            You are only 
            interested in 
          Cochrane Reviews




                                Click “Record” to 
                             view details of review 
                             and access full text if 
                                    available. 
Cochrane Systematic
         Reviews
Pros
  – Compiled through rigorous standards 
  – Review process has already been done so 
    you don’t have to
Cons
  – Limited content
  – Limited search capabilities
  – Access to most full‐text content requires paid 
    subscription
PubMed        (MEDLINE)

• www.pubmed.gov
• Created and maintained by the National 
  Institute of Health (NIH) and the National 
  Library of Medicine (NLM)
• 17 million citations back to 1950s
• Free database of citations with some 
  content available for free
MeSH = Medical Subject Headings

                           Choose MeSH from 
                            Pull Down Menu
MeSH in PubMed
Enter your search terms one at a time…
PubMed - MeSH cont…


                      Choose the most 
                         applicable 
                        MeSH terms
PubMed - MeSH cont…

                      Send to Search Box
PubMed ‐ MeSH cont…
                      Click “Search PubMed”
PubMed – Advanced Search
PubMed – Advanced Search


                   Enter search numbers 
                    and combine using 
                    Boolean operators.
PubMed - Limits
PubMed - Limits cont…
For the most clinically applicable articles, limit to “Humans,” “English,” and “Type of Article”
PubMed – Limit to Type of Article

Tier 1                      Tier 2
                            •   Clinical Trial
 • Meta‐Analysis            •   Clinical Trial, Phase I
 • Practice Guideline       •   Clinical Trial, Phase II
                            •   Clinical Trial, Phase III
 • Randomized Controlled    •   Clinical Trial, Phase IV
   Trial                    •   Comparative Study
                            •   Controlled Clinical Trial
 • Review                   •   Research Support, N.I.H., Extramural
                            •   Research Support, N.I.H., Intramural
 • Guideline                •   Research Support, Non‐U.S. Gov't
                            •   Research Support, U.S. Gov't, Non‐P.H.S.
 • Multicenter Study        •   Research Support, U.S. Gov't, P.H.S.
Accessing Full‐Text Articles




  Avoid clicking on publisher icons unless they explicitly state that they are free or 
  unless you are willing to pay $ 35.00 ‐65.00 dollars per article. 
Accessing Full‐Text Articles cont…




 It is likely that your institution’s library has facilitated link‐out in PubMed to link you 
 directly to articles from journals to which they subscribe to.

 It is also likely that your institution’s library has an Inter‐Library Loan service that will 
 “borrow” the article you want from another library for you for a small charge (certainly 
 less then $35.00!) or for free.  

 Contact your librarian and find out what services are available and how to use them. 
PubMed - Send To                                    From “Send to” drop 
                                                               down menu, choose 
                                                                    “E‐mail”


You can email your results to yourself and your colleagues. 
PubMed - Search History


 Don’t forget to save your search history!
PubMed (MEDLINE)
PubMed advantages                PubMed disadvantages
   – Free to search                 – Still have to appraise articles 
   – No username/password             once located
   – Searches same content as 
     Ovid MEDLINE
   – Links to free full‐text 
     sometimes available
EMBASE
• Over 56,000 preferred terms (of which more than 27,000 
  are drugs and chemicals) – more than twice as large as 
  MeSH
• More than 230,000 synonyms (with over 144,000 drugs 
  and chemical synonyms)
• Requires a paid subscription to access
• over 20 million indexed records from more than 7,000 
  active, peer‐reviewed journals 
• over 2,000 biomedical titles not offered by Medline
• Index conference abstracts
EMBASE - Emtree

         Click Emtree to access database of 
                 standardized terms
EMBASE – Emtree, cont…
EMBASE – Emtree, cont…
EMBASE – Advanced Search
Good Database Searching Rules
 Following these rules will improve your results…

 1. Think out your query, pull out individual concepts
 2. Search individual concepts alone and combine them later from search 
     history
 3. Apply Limits to narrow your search and make it more specific to your needs
 4. Keep a copy of your search history. 
 5. If it takes you longer then 20 minutes – ask your librarian for help. 
Library Locations
• 660 S. Euclid                 • St. Louis Children’s Hospital
   314‐362‐7085                   Lauren Yaeger, 314‐454‐2768
   Susan Fowler, 314‐362‐8092     yaegerl@wustl.edu
   Pg: 314‐360‐1069
   fowler@wustl.edu


• BJ North, Rothschild 
  Medical Library
  Reka Kozak, 314‐454‐7208
  kozakr@wustl.edu

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Searching for medical information biostats

  • 1. Searching the Literature Biostats Susan Fowler, MLIS Medical Librarian Fowler@wustl.edu 314‐362‐8092 pg: 314‐360‐1069
  • 2. Outline • Search Strategy • Pulling Keywords from Your PICO Question • Boolean, Truncation, and Wild Cards • Hierarchy of Evidence and Study Design • Google Scholar • Cochrane Database of Systematic Reviews • PubMed (MEDLINE) • EMBASE
  • 3. Choosing Appropriate Evidence Higher  Percentage of  Quality  Meta‐ the Literature  analyses Systematic  reviews Randomized  controlled trials Prospective blind  comparisons Cohort studies Case‐control studies Case series and case reports Animal and laboratory research Will Olmstadt, MS, MPH 
  • 4. PICO • Patient or problem ‐ How would I describe a group of  patients similar to mine? • Intervention ‐ Which main intervention, prognostic  factor, or exposure am I considering? • Comparison ‐ What is the main alternative to compare  with the intervention? • Outcome ‐ What can I hope to accomplish, measure,  improve or affect? Will Olmstadt, MS, MPH 
  • 5. The Search Strategy • Develop PICO question • Identify keywords and terms from PICO • Identify standardized subject headings • Combine subject headings and keywords  to narrow or broaden your search • Evaluate your search results • Revise the search in light of your results
  • 6. Pulling Keywords from Your PICO Question • What are the main topics of your PICO? • Brainstorm – what other words could you  use to describe your topic? • What are some synonyms for the words  you’ve come up with?
  • 7. Evaluate the Search Results Don’t be afraid if you have zero (0) or thousands of results,  play around with search strategies – you wont break  anything! – Read the titles and abstracts of “hits” in your search  to get a feel for their relevance – Identify relevant MeSH and Keywords used to index  particularly relevant “hits” – If your search yields too many or too few hits,  modify it and try again
  • 8. Revise the Search in Light of your Results • Narrow the search by combining search  terms and applying limits • Broaden the search if the results are too  limited by removing keywords and limits
  • 10. Boolean strawberry AND  AND chocolate Strickland, Jennifer and Henderson, John R. (October 10, 2005). Boolean Logic. Retrieved September 22, 2007, from http://www.ithaca.edu/library/course/expert.html.
  • 11. Boolean strawberry OR  OR chocolate Strickland, Jennifer and Henderson, John R. (October 10, 2005). Boolean Logic. Retrieved September 22, 2007, from http://www.ithaca.edu/library/course/expert.html.
  • 12. Boolean and Nesting (strawberry OR  NOT chocolate Strickland, Jennifer and Henderson, John R. (October 10, 2005). Boolean Logic. Retrieved September 22, 2007, from http://www.ithaca.edu/library/course/expert.html.
  • 13. Truncation and Wild Cards • Truncation is a searchable shortened form of a word.  – adolescen* will include • adolescence • adolescent • adolescents, etc… • Wild card characters are useful because of alternate spellings and  other quirks in the English language.  – behavio?r, will include • behaviour  • behavior  – Wom*n, will include • women  • woman
  • 15. Google Scholar • http://scholar.google.com/ • Freely accessible database of a vast array of materials  and media archived in the web • Customizable to point to your full text available through  your library • Customizable to send citations to your citation manager • Set up auto search alerts to track materials that match a  specific search query
  • 17. Advanced Scholar Search Use truncation Search exact  phrases Use limits to  narrow results by  specific author,  publication, and date range. Narrow by  subject area
  • 18. Set Up Alert Click the envelope  to access the  alert service.
  • 19. Set Up Alert, cont… Alerts will  automatically be  sent to your email.
  • 22. Cochrane Database of Systematic Reviews • http://www.cochrane.org/ • “Gold Standard” for systematic reviews  • Free database, but requires paid subscription to access  most content
  • 24. Cochrane Search Example Question: Does the use of Echinacea really prevent the common cold?  You are only  interested in  Cochrane Reviews
  • 25. Cochrane Search Example cont… You are only  interested in  Cochrane Reviews Click “Record” to  view details of review  and access full text if  available. 
  • 26. Cochrane Systematic Reviews Pros – Compiled through rigorous standards  – Review process has already been done so  you don’t have to Cons – Limited content – Limited search capabilities – Access to most full‐text content requires paid  subscription
  • 27. PubMed (MEDLINE) • www.pubmed.gov • Created and maintained by the National  Institute of Health (NIH) and the National  Library of Medicine (NLM) • 17 million citations back to 1950s • Free database of citations with some  content available for free
  • 28. MeSH = Medical Subject Headings Choose MeSH from  Pull Down Menu
  • 30. PubMed - MeSH cont… Choose the most  applicable  MeSH terms
  • 31. PubMed - MeSH cont… Send to Search Box
  • 32. PubMed ‐ MeSH cont… Click “Search PubMed”
  • 34. PubMed – Advanced Search Enter search numbers  and combine using  Boolean operators.
  • 36. PubMed - Limits cont… For the most clinically applicable articles, limit to “Humans,” “English,” and “Type of Article”
  • 37. PubMed – Limit to Type of Article Tier 1 Tier 2 • Clinical Trial • Meta‐Analysis • Clinical Trial, Phase I • Practice Guideline • Clinical Trial, Phase II • Clinical Trial, Phase III • Randomized Controlled  • Clinical Trial, Phase IV Trial • Comparative Study • Controlled Clinical Trial • Review • Research Support, N.I.H., Extramural • Research Support, N.I.H., Intramural • Guideline • Research Support, Non‐U.S. Gov't • Research Support, U.S. Gov't, Non‐P.H.S. • Multicenter Study • Research Support, U.S. Gov't, P.H.S.
  • 39. Accessing Full‐Text Articles cont… It is likely that your institution’s library has facilitated link‐out in PubMed to link you  directly to articles from journals to which they subscribe to. It is also likely that your institution’s library has an Inter‐Library Loan service that will  “borrow” the article you want from another library for you for a small charge (certainly  less then $35.00!) or for free.   Contact your librarian and find out what services are available and how to use them. 
  • 40. PubMed - Send To From “Send to” drop  down menu, choose  “E‐mail” You can email your results to yourself and your colleagues. 
  • 41. PubMed - Search History Don’t forget to save your search history!
  • 42. PubMed (MEDLINE) PubMed advantages PubMed disadvantages – Free to search – Still have to appraise articles  – No username/password once located – Searches same content as  Ovid MEDLINE – Links to free full‐text  sometimes available
  • 43. EMBASE • Over 56,000 preferred terms (of which more than 27,000  are drugs and chemicals) – more than twice as large as  MeSH • More than 230,000 synonyms (with over 144,000 drugs  and chemical synonyms) • Requires a paid subscription to access • over 20 million indexed records from more than 7,000  active, peer‐reviewed journals  • over 2,000 biomedical titles not offered by Medline • Index conference abstracts
  • 44. EMBASE - Emtree Click Emtree to access database of  standardized terms
  • 48. Good Database Searching Rules Following these rules will improve your results… 1. Think out your query, pull out individual concepts 2. Search individual concepts alone and combine them later from search  history 3. Apply Limits to narrow your search and make it more specific to your needs 4. Keep a copy of your search history.  5. If it takes you longer then 20 minutes – ask your librarian for help. 
  • 49. Library Locations • 660 S. Euclid • St. Louis Children’s Hospital 314‐362‐7085 Lauren Yaeger, 314‐454‐2768 Susan Fowler, 314‐362‐8092 yaegerl@wustl.edu Pg: 314‐360‐1069 fowler@wustl.edu • BJ North, Rothschild  Medical Library Reka Kozak, 314‐454‐7208 kozakr@wustl.edu