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Discovery or Displacement?
A Large-Scale Longitudinal Study of the
Effect of Discovery Systems on Online
Journal Usage
UKSG
Harrogate
April 16, 2014
Michael Levine-Clark, University of Denver
John McDonald, University of Southern California
Jason Price, SCELC Consortium
http://tinyurl.com/pg686r4
Does implementation of a discovery
service impact usage of publisher-
hosted journal content?
Publisher-hosted journals are
only part of the picture
eBooks, pBooks, aggregator journal content,
etc.
publisher journal content
The six publishers in this study
What did we measure?
• Whether there is an
effect
• NOT why that effect
exists (that’s a future
study!)
Data collection
• List of libraries with discovery services
> Searched on lib-web-cats
• Surveyed Libraries
> Discovery service Implemented
> Implementation Date (month/year)
> Search box location
> Marketing effort
• 149 Libraries Gave Approval
> 33 libraries selected for this phase
> 6 for each of the 4 major discovery services and a
group of 9 libraries with no service
Dataset• 33 Libraries
– 28 US, 2 CA, 1 each from UK, AUS, NZ
– WorldCat book holdings
> Average: 1,114,193 ; Range: ~300k to ~2.6mil
• Implementation dates (Discovery Libraries):
> 2010 (3), 2011 (19), 2012 (2)
• 6 Publishers
• 9,206 Journals
• 163,545 Usable Observations
Methodology
Compared COUNTER JR1 total full text article views for the
12 months before vs 12 months after implementation date
June2010Start
Implementation
May2011
May2012
End
Year 1 Year 2
Included implementation month in Year 1 to ensure that
both periods included an entire academic year
Observations by Publisher
Journals by Library & Service
5327
3262
5328
6294
4384
Average Usage Change By Discovery & Publisher
Per Journal &
Per 10,000 FTE
Examine Data for Outliers
Full Model
Including Discovery Service, Publisher, and Library
Including Discovery Service, Publisher, and Library
Testable Effects
• Discovery Tool
– Implemented by multiple libraries
– Used to find content from all publishers
• Publisher
– Accessible in all discovery tools
– Accessible across multiple libraries
• Library
– Uses content from multiple publishers
– Uses only one discovery tool (so only within DT)
Nested ANOVA Model
[all three factors – preliminary results]
Does usage change vary across libraries?
Institution (sorted by Mean Change)
Does usage change vary across libraries using the same service?
Library 10-15 Library 16-21 Library 22-27 Library 28-33Library 1-9
Does usage change vary across publishers?
Publisher (sorted by Mean Change)
B
AAA A A
Does usage change vary across discovery services?
A
BB
C
D
Publisher
Does the effect of discovery service differ across publishers?
Results
Can we detect differences between Discovery
Services, Publishers, and/or Libraries and/or
their interactions?
• Library – Yes
• Publisher – No
• Discovery Service – Yes
• Differential discovery service effect by
publisher – Yes
Next Steps
• Design & test for effects of:
– Aggregator full text availability
– Publisher Size
– Journal Subject
– Overall usage trends
– Configuration options in Discovery services
• Expand pool of libraries
• Perhaps explore WHY
Past Presentations
• Ithaka Sustainable Scholarship Conference (October 2013)
• Charleston Conference (November 2013)
• ER&L/Library Journal Webinar (December 2013)
• Shangai Jiao Tong Univ / Beijing Univ (Jan 2014)
• SCELC Colloquium (March 2014)
• ER&L (March 2014)
• Presentations posted on slideshare :
– http://visualcv.com/lpq4t1s
– http://tinyurl.com/pg686r4
michael.levine-clark@du.edu | johndmcd@usc.edu | jason@scelc.org

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Discovery or Displacement: A Large Scale Longitudinal Study of the Effects of Discovery Platforms on Online Journal Usage

  • 1. Discovery or Displacement? A Large-Scale Longitudinal Study of the Effect of Discovery Systems on Online Journal Usage UKSG Harrogate April 16, 2014 Michael Levine-Clark, University of Denver John McDonald, University of Southern California Jason Price, SCELC Consortium http://tinyurl.com/pg686r4
  • 2. Does implementation of a discovery service impact usage of publisher- hosted journal content?
  • 3. Publisher-hosted journals are only part of the picture eBooks, pBooks, aggregator journal content, etc. publisher journal content The six publishers in this study
  • 4. What did we measure? • Whether there is an effect • NOT why that effect exists (that’s a future study!)
  • 5.
  • 6.
  • 7. Data collection • List of libraries with discovery services > Searched on lib-web-cats • Surveyed Libraries > Discovery service Implemented > Implementation Date (month/year) > Search box location > Marketing effort • 149 Libraries Gave Approval > 33 libraries selected for this phase > 6 for each of the 4 major discovery services and a group of 9 libraries with no service
  • 8. Dataset• 33 Libraries – 28 US, 2 CA, 1 each from UK, AUS, NZ – WorldCat book holdings > Average: 1,114,193 ; Range: ~300k to ~2.6mil • Implementation dates (Discovery Libraries): > 2010 (3), 2011 (19), 2012 (2) • 6 Publishers • 9,206 Journals • 163,545 Usable Observations
  • 9. Methodology Compared COUNTER JR1 total full text article views for the 12 months before vs 12 months after implementation date June2010Start Implementation May2011 May2012 End Year 1 Year 2 Included implementation month in Year 1 to ensure that both periods included an entire academic year
  • 11. Journals by Library & Service 5327 3262 5328 6294 4384
  • 12.
  • 13. Average Usage Change By Discovery & Publisher Per Journal & Per 10,000 FTE
  • 14.
  • 15. Examine Data for Outliers
  • 16. Full Model Including Discovery Service, Publisher, and Library Including Discovery Service, Publisher, and Library
  • 17. Testable Effects • Discovery Tool – Implemented by multiple libraries – Used to find content from all publishers • Publisher – Accessible in all discovery tools – Accessible across multiple libraries • Library – Uses content from multiple publishers – Uses only one discovery tool (so only within DT)
  • 18. Nested ANOVA Model [all three factors – preliminary results]
  • 19. Does usage change vary across libraries? Institution (sorted by Mean Change)
  • 20. Does usage change vary across libraries using the same service? Library 10-15 Library 16-21 Library 22-27 Library 28-33Library 1-9
  • 21. Does usage change vary across publishers? Publisher (sorted by Mean Change) B AAA A A
  • 22. Does usage change vary across discovery services? A BB C D
  • 23. Publisher Does the effect of discovery service differ across publishers?
  • 24. Results Can we detect differences between Discovery Services, Publishers, and/or Libraries and/or their interactions? • Library – Yes • Publisher – No • Discovery Service – Yes • Differential discovery service effect by publisher – Yes
  • 25. Next Steps • Design & test for effects of: – Aggregator full text availability – Publisher Size – Journal Subject – Overall usage trends – Configuration options in Discovery services • Expand pool of libraries • Perhaps explore WHY
  • 26. Past Presentations • Ithaka Sustainable Scholarship Conference (October 2013) • Charleston Conference (November 2013) • ER&L/Library Journal Webinar (December 2013) • Shangai Jiao Tong Univ / Beijing Univ (Jan 2014) • SCELC Colloquium (March 2014) • ER&L (March 2014) • Presentations posted on slideshare : – http://visualcv.com/lpq4t1s – http://tinyurl.com/pg686r4 michael.levine-clark@du.edu | johndmcd@usc.edu | jason@scelc.org