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Beguiled by Bananas :  A retrospective study of usage & breadth of patron vs. librarian acquired ebook collections Jason Price & John McDonald Libraries, Claremont University Consortium November  5, 2009 (with data & discussion from Kari Paulson & Alison Morin of EBL)
Bananas tipped the boat: 				a cautionary tale Early patron-driven deal with a major platform Assignment on economics of banana plantations UC Boulder ‘bought every book with banana in the title’  Used by librarians & vendors(!) as evidence that user-driven selection is a bad idea
Patron-driven model objections:straight off the boat Books will be selected based on click-thrus that don’t indicate interest Users will select ebooks that no one (else) is interested in User selected collections will be unbalanced turkeys
Definitions Purchase type Patron selected = Demand Driven = User-selected Librarian selected ≈ Library selected ≈ Pre-selected Ebook usage measured conservatively Use data gathered post-purchase Did not count uses that lead to user-selection 1 use ≈ 1 ‘read online’ ≈ 1 ‘download’   read online = >10 min w/click thru OR copy OR print download = to adobe Digital Editions for multiple days Transaction level data – each use recorded separately with user anonymously identified
Questions we’ll address Are user-selected ebooks used less than pre-selected ebooks?  Do user-selected ebooks have a narrower audience? Are user-selected collections less balanced? Do we have anything to fear in patron-initiated selection? (Can we use this to build better acquisition models?)
Overall Scope of the dataset 1 Ebook Vendor – EBL (Ebook Library) 11 Libraries 28,322 ebooks bought from 2006 - 2009 212,887 uses Purchase Models: User Selected, Pre-Selected, or Mixed
Total Books & Usage
Total Books & Usage
Total Books & Usage
Total Books & Usage
Scope of this study 5 libraries Books owned more than 6 months
Definitions Usage User Selected Pre-Selected: could be user request, approval profile, librarian ‘firm’ order Post acquisition usage Unique Users Read Online v. Download
Data 1 Ebook Vendor 11 Libraries Full purchase history Bibliographic Data Models: User Selected, Pre-Selected, or Mixed Transaction level usage data
Analysis Levels ,[object Object]
By selection model
By library profile
By unique users
By time since owned
By publisher
By LC class,[object Object]
Outline Does User Driving purchasing result in higher downloads? Does Librarian Driven purchasing result in usage? Do Librarians select the right books? What are the end results of having an open catalog and what are the trigger points to ensure it doesn’t eat up your whole budget? Limit to Mixed Model Libs, limit to >182 days owned.
Total Usage
Librarian  Acquired
ANOVA of uses per year

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Usage and Breadth of Patron vs. Librarian Acquired Ebook Collections

  • 1. Beguiled by Bananas : A retrospective study of usage & breadth of patron vs. librarian acquired ebook collections Jason Price & John McDonald Libraries, Claremont University Consortium November 5, 2009 (with data & discussion from Kari Paulson & Alison Morin of EBL)
  • 2. Bananas tipped the boat: a cautionary tale Early patron-driven deal with a major platform Assignment on economics of banana plantations UC Boulder ‘bought every book with banana in the title’ Used by librarians & vendors(!) as evidence that user-driven selection is a bad idea
  • 3. Patron-driven model objections:straight off the boat Books will be selected based on click-thrus that don’t indicate interest Users will select ebooks that no one (else) is interested in User selected collections will be unbalanced turkeys
  • 4. Definitions Purchase type Patron selected = Demand Driven = User-selected Librarian selected ≈ Library selected ≈ Pre-selected Ebook usage measured conservatively Use data gathered post-purchase Did not count uses that lead to user-selection 1 use ≈ 1 ‘read online’ ≈ 1 ‘download’ read online = >10 min w/click thru OR copy OR print download = to adobe Digital Editions for multiple days Transaction level data – each use recorded separately with user anonymously identified
  • 5. Questions we’ll address Are user-selected ebooks used less than pre-selected ebooks? Do user-selected ebooks have a narrower audience? Are user-selected collections less balanced? Do we have anything to fear in patron-initiated selection? (Can we use this to build better acquisition models?)
  • 6. Overall Scope of the dataset 1 Ebook Vendor – EBL (Ebook Library) 11 Libraries 28,322 ebooks bought from 2006 - 2009 212,887 uses Purchase Models: User Selected, Pre-Selected, or Mixed
  • 10. Total Books & Usage
  • 11. Scope of this study 5 libraries Books owned more than 6 months
  • 12. Definitions Usage User Selected Pre-Selected: could be user request, approval profile, librarian ‘firm’ order Post acquisition usage Unique Users Read Online v. Download
  • 13. Data 1 Ebook Vendor 11 Libraries Full purchase history Bibliographic Data Models: User Selected, Pre-Selected, or Mixed Transaction level usage data
  • 14.
  • 20.
  • 21. Outline Does User Driving purchasing result in higher downloads? Does Librarian Driven purchasing result in usage? Do Librarians select the right books? What are the end results of having an open catalog and what are the trigger points to ensure it doesn’t eat up your whole budget? Limit to Mixed Model Libs, limit to >182 days owned.
  • 23.
  • 25. ANOVA of uses per year
  • 26.
  • 28.
  • 29.
  • 30. Subject Area Analysis Pie charts of each discipline by model (or bar charts Another thing – is the collection too skewed towards one LC class or subject areas or do demand-driven selection result in a good collection. Do ratios of each discipline as a proportion of total books bought by model. Is publisher content skewed as well? What about price/cost?
  • 31. User-selected collections have similar subject profiles Proportion of collection User Pre User Pre User Pre User Pre User Pre Library
  • 32. User-selected collections have similar LC profiles
  • 33. User-selected collections have similar LC profiles Blue = User selected Green = Pre selected
  • 34. User-selected collections have fewer unused titles
  • 35. ANOVA of unique users per year

Notas del editor

  1. Conclusions from the cautionary tale: Phrase in terms of the banana story
  2. Read online - Can think of as in library useDownload – can be thought of as a checkout
  3. We are interested in studying how usage varies by selection method for ebooks. Ultimately, we would like to better understand if user-selected, or patron-initiated, selection for a library collection is any better or worse than librarians doing selection, either title-by-title selection or approval plan profiling. A few obvious research questions emerge: Does usage vary by who selects a book for the collection? And if so, what are the effects? If we know those effects, can we build better acquisition models? And if not qualitatively better, at least through less effort or staff commitment.
  4. To emphasize the 2nd point…
  5. To emphasize the 2nd point…
  6. To emphasize the 2nd point…
  7. To emphasize the 2nd point…
  8. To emphasize the 2nd point…
  9. To emphasize the 2nd point…
  10. To emphasize the 2nd point…
  11. Levene's Test of Equality of Error Variances F=50.145, sig = .001
  12. Levene's Test of Equality of Error Variances F=50.145, sig = .001