Five-Month Print and Electronic Patron-Driven Acquisitions Trial at a Large University Shows Circulation Advantages
Why this work is in the frame
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Bibliographic record
Abstract
A Review of:
 Tynan, M. & McCarney, E. (2014). “Click here to order this book”: A case study of print and electronic patron-driven acquisition in University College Dublin. New Review of Academic Librarianship, 20(2), 233-250. http://dx.doi.org/10.1080/13614533.2014.906352 
 
 Abstract
 
 Objective – To evaluate the effectiveness of the first patron-driven acquisitions program in the Republic of Ireland and determine the effects of this acquisitions strategy on circulation, budget, and collection development.
 
 Design – Case study.
 
 Setting – A large university on two campuses in the Republic of Ireland with a total of over 25,000 students.
 
 Subjects – Patron-driven acquisitions including 1,128 electronic monographs and 1,044 print monographs.
 
 Methods – The authors evaluated titles purchased during a five-month patron-driven acquisitions trial conducted in 2013. Patron-selected titles were compared to traditionally acquired (faculty and librarian-selected) titles acquired during the same time period based on subject area and circulation data. Results from the trial were also compared to a literature review of patron-driven acquisitions trials conducted at other institutions. Information on selectors was examined for patron-driven print acquisitions. 
 
 Main Results – The most frequently acquired subject areas included business, politics, English, drama and film, medicine, psychology, history, and law. These frequently acquired subject areas were consistent across print and electronic patron-driven acquisitions, traditionally acquired titles at the institution, and data from the patron-driven acquisitions trials of other institutions. Patron-selected titles in art history and architecture subjects showed a significant print preference over electronic. Patron-selected electronic titles were used 8.45 times compared to 3.27 uses for traditionally selected electronic titles. Patron-selected print titles circulated 1.32 times compared to 1.04 circulations for faculty-selected titles and 0.63 circulations for librarian-selected titles. For patron-driven print acquisitions, 63% of selectors were students and 37% were faculty and staff. 
 
 Conclusion – The trial was considered successful in circulation and subject area diversity. Subject breakdown for patron-selected titles was consistent with expectations and mirrored traditional acquisitions strategies and expected demand. Patron-selected titles showed a circulation advantage over traditionally selected titles, though this advantage was more significant for electronic titles. The library intends to continue with patron-driven acquisitions. Considerations for future trials, including higher quality and more selective discovery records for print titles, more informative marketing, and better timing, could improve results.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.241 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it