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Confessions of a Librarian
Or systematic searching for systematic reviews
Janneke Staaks, January 2016
Universiteitsbibliotheek
https://www.flickr.com/photos/30976576@N07/6615845679
Janneke Staaks
j.staaks@uva.nl
@jstaaks
Subject Librarian
Psychology
Child Development and Education
Anthropology
https://www.flickr.com/photos/rosefirerising/5621438323
 From research question to search question
 Systematic search
 Screening
 inclusion/exclusion criteria
 Critical appraisal
 validity/relevance
 Data synthesis
 Narrative, quantitative and qualitative synthesis
The systematic review process
 From research question to search question
 Key concepts & database selection
 Systematic search
 Selection of search terms in key database
 ‘translate’ search syntax for other databases
 Screening
 Import into reference management software
 Deduplicate
The systematic review process
My mission
 Improving reproducibility
 Reducing bias
 Weigh search sensitivity against specificity
And also
 Improve workflow
 Work more efficiently
 Avoid ‘search creep’
Reducing bias
 Search terms
 Publication types
 Databases
 Search methods (triangulation)
 Systematic searching
 Citation tracking
 Hand searching
 Expert consultation
Sensitivity and specificity
Hit Miss
False
alarm
Correct
rejection
Search results
Relevant
Article
yes
yes
no
no
9
How is searching for a SR different?
10
https://www.flickr.com/photos/challiyan/1978399197
“Formulating a good
search strategy is a
dynamic and iterative
process”
Development of children from mothers with
epilepsy (anti-epileptics during pregnancy)
 PICO(S)
 Population
 Intervention
 Comparison
 Outcome
 (Study)
What is the effect of taking anti-epileptics while
pregnant on the development of the child?
 Population: Pregnant women with epilepsy
 Intervention: anti-epileptics
 Comparison: none
 Outcome: development of child
 Study: cohort studies and observational
research
Key concepts
#1 Pregnancy outcomes
#2 Anti-epileptics
#3 Development of a child
#4 Cohort studies and observational research
Search strategy
key concept
mothers with
epilepsy
fetal expos*
during
pregnancy
key concept
anti-epilep*
anti-convul*
clonazepam
key concept
search term
search term
search term
AND AND
OR
Does it matter?
Pregnancy outcomes
AND
Anti-epileptics
Pregnancy
AND
Epilepsy
AND
Development
Does it matter?
Pregnancy outcomes
AND
Anti-epileptics
3.636 results 6.709 results
Pregnancy
AND
Epilepsy
AND
Development
Reference set
Pregnancy outcomes
AND
Anti-epileptics
3.636 results 6.709 results
Pregnancy
AND
Epilepsy
AND
Development
Bromley, R., Weston, J., Adab, N., Greenhalgh, J., Sanniti, A., McKay,
A. J., ... & Marson, A. G. (2014). Treatment for epilepsy in pregnancy:
neurodevelopmental outcomes in the child. The Cochrane Library.
http://onlinelibrary.wiley.com/doi/10.1002/14651858.CD010236.pub2/ep
df (Appendix 2, page 152)
Selecting search terms
 Recorded lectures
 Web lectures
 Lecture capturing
 Online lectures
 Video lectures
Results in 140 hits
Webcolleges
 Recorded lectur*
 Web lectur* OR weblectur*
 Lectur* captur*
 Online lectur* OR on-line lectur*
 Video lectur*
Results in 228 hits
Webcolleges
 Lecture videos
 Web based lectures
 Lecture via online delivery
 Lecture in an online learning environment
 Lecture recordings
 Lecture is moved online
 (using) a video of the lecture
 Video of a classroom lecture
What about..
(recorded OR recording* OR web OR
webcast* OR online OR on-line OR captur*
OR video* OR audio* OR vodcast* OR
podcast*) ADJ4 lectur*
Results in 997 hits
What about..
PsycINFO
PsycINFO
 Controlled vocabulary
 Subject headings, Mesh terms, thesaurus etc.
 Teacher student interaction/
 Ophidiophobia/
 Free text terms
 title, abstract etc. (may vary across databases)
 (snake phobia OR snake fear).ti,ab,id.
Search query
snake phobia.ti,ab,id. 116
snake fear.ti,ab,id. 60
ophidiophobia/ 302
1 OR 2 OR 3 386
Find new words:
3 NOT (1 OR 2) 100 results
Controlled Vocabulary and Free Text
Terms
Method
Search Strategy
Electronic searches were performed in PsycINFO,
ERIC and Web of Science with final searches
completed by December 26, 2011. The main search
strategy used combinations of keywords for web
lectures (weblectures OR online lectures OR
recorded lectures) and assessment (grades OR ..
Reporting (re)search
((recorded OR recording* OR web OR webcast* OR online OR on-line OR
captur* OR video* OR audio* OR vodcast* OR podcast*) ADJ4 lectur*).ti,ab.
OR ((recorded OR recording* OR web OR webcast* OR online OR on-line
OR captur* OR video* OR audio* OR vodcast* OR podcast*).ti,ab. AND
lecture method/) OR (audiovisual instruction/ AND lectur*.ti,ab.) OR virtual
lectur*.ti,ab. OR videocollege*.af. OR weblecture*.af. OR webcollege*.af. OR
mediasite.af. OR sonic foundry.af. OR presentations 2 go.af. OR
presentations2go.af. OR kaltura.af. OR echo 360.af. OR echo360.af. OR
panopto.af. OR tegrity.af.
1.540
web lectures AND academic achievement 8
web lectures AND grades 13
web lectures AND study success 0
online lectures AND academic achievement 16
online lectures AND grades 33
online lectures AND study success 0
recorded lectures AND academic achievement 5
etcetera...
ERIC
Further reading
 Booth, A., Papaioannou, D., & Sutton, A. (2011). Systematic
approaches to a successful literature review. Sage.
 Hannes, K., & Lockwood, C. (2011). Synthesizing qualitative
research: Choosing the right approach. John Wiley & Sons.
 Systematic Reviews: CRD's guidance for undertaking systematic
reviews in health care https://www.york.ac.uk/crd/guidance/
 PLoS Medicine Moher D, Liberati A, Tetzlaff J, Altman DG, The
PRISMA Group (2009). Preferred Reporting Items for Systematic
Reviews and Meta-Analyses: The PRISMA Statement.
http://www.prisma-
statement.org/PRISMAStatement/PRISMAStatement.aspx
https://www.flickr.com/photos/pixbymaia/16502923098
Why work with a librarian?
 Challenge implicit assumptions of the researcher
 Formulating a good search strategy is a dynamic and
iterative process
 Research base for performing systematic search is
becoming more and more sophisticated
 Knowledge about accessible databases and the
syntax required by each database
 Formulation of a reproducible search strategy
 For appendix, updates, reader and reviewer questions
https://www.flickr.com/photos/merwing/9740073217
 Advise on:
 Workflow and time management
 Pre-registration of the research protocol
 Reporting guidelines
 Quality assessment tools
 Deduplication
 Research data management
 Publication bias
Why work with a librarian?
https://www.flickr.com/photos/merwing/9740073217

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Confessions of a librarian

  • 1. Confessions of a Librarian Or systematic searching for systematic reviews Janneke Staaks, January 2016 Universiteitsbibliotheek https://www.flickr.com/photos/30976576@N07/6615845679
  • 4.  From research question to search question  Systematic search  Screening  inclusion/exclusion criteria  Critical appraisal  validity/relevance  Data synthesis  Narrative, quantitative and qualitative synthesis The systematic review process
  • 5.  From research question to search question  Key concepts & database selection  Systematic search  Selection of search terms in key database  ‘translate’ search syntax for other databases  Screening  Import into reference management software  Deduplicate The systematic review process
  • 6. My mission  Improving reproducibility  Reducing bias  Weigh search sensitivity against specificity And also  Improve workflow  Work more efficiently  Avoid ‘search creep’
  • 7. Reducing bias  Search terms  Publication types  Databases  Search methods (triangulation)  Systematic searching  Citation tracking  Hand searching  Expert consultation
  • 8. Sensitivity and specificity Hit Miss False alarm Correct rejection Search results Relevant Article yes yes no no
  • 9. 9 How is searching for a SR different?
  • 11. Development of children from mothers with epilepsy (anti-epileptics during pregnancy)  PICO(S)  Population  Intervention  Comparison  Outcome  (Study)
  • 12. What is the effect of taking anti-epileptics while pregnant on the development of the child?  Population: Pregnant women with epilepsy  Intervention: anti-epileptics  Comparison: none  Outcome: development of child  Study: cohort studies and observational research
  • 13. Key concepts #1 Pregnancy outcomes #2 Anti-epileptics #3 Development of a child #4 Cohort studies and observational research
  • 14. Search strategy key concept mothers with epilepsy fetal expos* during pregnancy key concept anti-epilep* anti-convul* clonazepam key concept search term search term search term AND AND OR
  • 15. Does it matter? Pregnancy outcomes AND Anti-epileptics Pregnancy AND Epilepsy AND Development
  • 16. Does it matter? Pregnancy outcomes AND Anti-epileptics 3.636 results 6.709 results Pregnancy AND Epilepsy AND Development
  • 17. Reference set Pregnancy outcomes AND Anti-epileptics 3.636 results 6.709 results Pregnancy AND Epilepsy AND Development
  • 18. Bromley, R., Weston, J., Adab, N., Greenhalgh, J., Sanniti, A., McKay, A. J., ... & Marson, A. G. (2014). Treatment for epilepsy in pregnancy: neurodevelopmental outcomes in the child. The Cochrane Library. http://onlinelibrary.wiley.com/doi/10.1002/14651858.CD010236.pub2/ep df (Appendix 2, page 152)
  • 20.  Recorded lectures  Web lectures  Lecture capturing  Online lectures  Video lectures Results in 140 hits Webcolleges
  • 21.  Recorded lectur*  Web lectur* OR weblectur*  Lectur* captur*  Online lectur* OR on-line lectur*  Video lectur* Results in 228 hits Webcolleges
  • 22.  Lecture videos  Web based lectures  Lecture via online delivery  Lecture in an online learning environment  Lecture recordings  Lecture is moved online  (using) a video of the lecture  Video of a classroom lecture What about..
  • 23. (recorded OR recording* OR web OR webcast* OR online OR on-line OR captur* OR video* OR audio* OR vodcast* OR podcast*) ADJ4 lectur* Results in 997 hits What about.. PsycINFO
  • 24.
  • 26.  Controlled vocabulary  Subject headings, Mesh terms, thesaurus etc.  Teacher student interaction/  Ophidiophobia/  Free text terms  title, abstract etc. (may vary across databases)  (snake phobia OR snake fear).ti,ab,id. Search query
  • 27. snake phobia.ti,ab,id. 116 snake fear.ti,ab,id. 60 ophidiophobia/ 302 1 OR 2 OR 3 386 Find new words: 3 NOT (1 OR 2) 100 results Controlled Vocabulary and Free Text Terms
  • 28.
  • 29. Method Search Strategy Electronic searches were performed in PsycINFO, ERIC and Web of Science with final searches completed by December 26, 2011. The main search strategy used combinations of keywords for web lectures (weblectures OR online lectures OR recorded lectures) and assessment (grades OR .. Reporting (re)search
  • 30. ((recorded OR recording* OR web OR webcast* OR online OR on-line OR captur* OR video* OR audio* OR vodcast* OR podcast*) ADJ4 lectur*).ti,ab. OR ((recorded OR recording* OR web OR webcast* OR online OR on-line OR captur* OR video* OR audio* OR vodcast* OR podcast*).ti,ab. AND lecture method/) OR (audiovisual instruction/ AND lectur*.ti,ab.) OR virtual lectur*.ti,ab. OR videocollege*.af. OR weblecture*.af. OR webcollege*.af. OR mediasite.af. OR sonic foundry.af. OR presentations 2 go.af. OR presentations2go.af. OR kaltura.af. OR echo 360.af. OR echo360.af. OR panopto.af. OR tegrity.af. 1.540 web lectures AND academic achievement 8 web lectures AND grades 13 web lectures AND study success 0 online lectures AND academic achievement 16 online lectures AND grades 33 online lectures AND study success 0 recorded lectures AND academic achievement 5 etcetera... ERIC
  • 31. Further reading  Booth, A., Papaioannou, D., & Sutton, A. (2011). Systematic approaches to a successful literature review. Sage.  Hannes, K., & Lockwood, C. (2011). Synthesizing qualitative research: Choosing the right approach. John Wiley & Sons.  Systematic Reviews: CRD's guidance for undertaking systematic reviews in health care https://www.york.ac.uk/crd/guidance/  PLoS Medicine Moher D, Liberati A, Tetzlaff J, Altman DG, The PRISMA Group (2009). Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement. http://www.prisma- statement.org/PRISMAStatement/PRISMAStatement.aspx https://www.flickr.com/photos/pixbymaia/16502923098
  • 32. Why work with a librarian?  Challenge implicit assumptions of the researcher  Formulating a good search strategy is a dynamic and iterative process  Research base for performing systematic search is becoming more and more sophisticated  Knowledge about accessible databases and the syntax required by each database  Formulation of a reproducible search strategy  For appendix, updates, reader and reviewer questions https://www.flickr.com/photos/merwing/9740073217
  • 33.  Advise on:  Workflow and time management  Pre-registration of the research protocol  Reporting guidelines  Quality assessment tools  Deduplication  Research data management  Publication bias Why work with a librarian? https://www.flickr.com/photos/merwing/9740073217