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What OCLC data analysis reveals
    about SCELC libraries

     SCELC Colloquium
         John McDonald
    CIO, Claremont University
           Consortium
         March 6, 2013
SCELC’s Need for DATA
• Nascent resource sharing program (CAMINO)
      What can I get out of this if I join?

• Interest in shared print preservation program
        What will I be obligated to keep if I join?

• Some have interest in closer collaborative collection

  development

        What can I stop buying or what else can I buy?
OCLC Data Analysis
• SCELC officially requested provision of print book

  holdings from OCLC for a portion of its members

• 56 SCELC schools requested (50% of membership)

• Simple Data provided:

    By OCLC Number

    Holding Libraries by Symbol
OCLC Data Analysis
• 2.2 Million Books (or 2,190,464 to be exact)

• 5.5 Million Holdings (or 5,558,921 to be exact)
Data looks a little like this…
SCELC Colloquium Shared Print Analysis
SCELC Colloquium Shared Print Analysis
600,000




                                       200,000
                                                 300,000
                                                           400,000
                                                                     500,000




                             100,000




                         0
             Claremont
             Santa Clara
                    LMU
                     USF
                      Oxy
                   Fuller
             Pepperdine
                  Caltech
University of the Pacific
                    Biola
               La Sierra
          Azusa Pacific
            Loma Linda
              St. Mary's
               La Verne
  Pacific Union College
 Point Loma Nazarene
   California Lutheran
   Claremont School of…
   Golden Gate Baptist…
           Mills College
      American Jewish…
     Westmont College
    Simpson University
  Vanguard University
                 Cal Arts
              Cal Baptist
     Monterey Institute
             Dominican
      Mount St. Mary's
               Whittier
             Woodbury
   San Diego Christian
           Golden Gate
   Hope International
      John F. Kennedy
          Menlo College
       William Jessup
            Holy Names
    Marymount College
     Cal Inst of Integral…
         Sierra Nevada
 Western University of…
            City of Hope
      Alliant San Diego
       Wright Institute
          Charles Drew
   Palo Alto University
             Alliant - SF
          San Francisco…
  Alliant International…
        Alliant - Fresno
 Inst of Transpersonal…
Notre Dame de Namur
                                                                               Total Books Held, by Library




           SF Center for…
         Alliant - Irvine
So what? What will the data tell us…
Who makes a good resource sharing partner?
Who makes a good shared print partner?
Who do is best to collaborate with on
collections in the future?
What traits can influence a Library to join a
program or start a partnership?
Shared Print: Find Unique Holdings to Maximize Preservation
                              30%


                              25%                                   Claremont, 180K
Total Portion of Collection




                              20%
                                                         LMU, USF, Santa
                                                        Clara, 70-80K each
                              15%
                                                  Occidental, 50K
                                                                             Fuller Theological Seminary, 100K
                              10%                                    Caltech, 75K


                              5%
                                                                                                 American Jewish
                                                                                                 University, 50K
                              0%
                                0.0%   10.0%    20.0%     30.0%         40.0%         50.0%       60.0%          70.0%

                                               Unique across all Libraries
Shared Print: Find Overlap Holdings to Maximize Deselection
Books also held by Claremont
Shared Print: Find Overlap as a % of Collection
                                    70.0%
% of Collection held by Claremont



                                    60.0%

                                    50.0%

                                    40.0%

                                    30.0%

                                    20.0%

                                    10.0%

                                    0.0%
Resource Sharing: Find Libraries Most Unlike Us
                              20%

                              18%                         LMU, USF, Santa
                                                        Clara, 200-250K each
Total Portion of Collection




                              16%

                              14%

                              12%                                                         Fuller Theological
                                                                                          Seminary, 230K
                              10%                         Caltech, 150K


                              8%                                           Biola, 135K


                              6%                                                     Loma Linda, 120K

                              4%

                              2%

                              0%
                                40%       50%     60%         70%              80%         90%           100%

                                                 Unique from Claremont
CUC
                   Resource Sharing: CAMINO Collections
  LMU

   Oxy

   Pep

  UOP

   CST

Wstmt

CalArts

  CBU

  Dom

  WJU

WUHS

   AJU

  HNU
          0           200,000         400,000         600,000          800,000        1,000,000        1,200,000




   Books held only by library   Books held by BOTH library and the rest of Camino   Books held only by the rest of Camino
Percentage of Each Library's books that are Unique to Camino

        0%   10%    20%       30%        40%       50%       60%        70%         80%   90%   100%


 CUC               Resource Sharing: CAMINO Collections
LMU

 Oxy

 Pep

 UOP

 CST
Wstm
  t
CalAr
 ts
 CBU

Dom

WJU
WUH
 S
 AJU

HNU
Resource Sharing: Prospective CAMINO Collections
 Santa Clara                   119012
                                                                 394706

          USF                  115071
                                                                377476

        Fuller                    149023
                                                   270988

      Caltech                96352
                                              226332

         Biola          68159
                                        182984

    La Sierra          49731
                                     150355

Azusa Pacific         47403
                                  148658
                                                                             Unique to
                         73435
 Loma Linda                      136616                                      Library
    St. Mary's       32632
                                 129135

     La Verne        33712
                               116530
                                                                             Total
                     35796
 Pacific Union               101624                                          Books
  Point Loma         30527
   Nazarene                  100582

Cal Lutheran     23506
                             94953

                 0            50000       100000       150000     200000   250000    300000   350000   400000
Resource Sharing: Prospective CAMINO Collections

       Loma                        Biola
       Linda                       32%
        35%
                                               Fuller
                                                54%
                     Caltech
                      60%          Both
Both                               14%
 5%




               USF               Santa
               38%               Clara
                                  40%




                          Both
                          22%
Potential for this data

  • Data has proven to be valuable in modeling potential for resource

    sharing, print preservation, and collaboration

  • Additional areas of analysis:

    ▫ Overlap and uniqueness by publication year and subject area (LC

      Call Number)

    ▫ Paired and multiple modeled scenarios

  • OCLC Data is just a snapshot in time (and already outdated)

  • OCLC is hard to work with and can be expensive
Potential Next Steps
 • Need data from members directly

   ▫ Could include circulation

   ▫ Simple data extraction should be easy and can be supplemented by

     OCLC API

 • Find appropriate permanent home for database

 • Develop self-service tool with (close to) real time data

 • Determine if new OCLC Collection Analysis tool will provide the

   same or similar information

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SCELC Colloquium Shared Print Analysis

  • 1. What OCLC data analysis reveals about SCELC libraries SCELC Colloquium John McDonald CIO, Claremont University Consortium March 6, 2013
  • 2. SCELC’s Need for DATA • Nascent resource sharing program (CAMINO)  What can I get out of this if I join? • Interest in shared print preservation program  What will I be obligated to keep if I join? • Some have interest in closer collaborative collection development  What can I stop buying or what else can I buy?
  • 3. OCLC Data Analysis • SCELC officially requested provision of print book holdings from OCLC for a portion of its members • 56 SCELC schools requested (50% of membership) • Simple Data provided:  By OCLC Number  Holding Libraries by Symbol
  • 4. OCLC Data Analysis • 2.2 Million Books (or 2,190,464 to be exact) • 5.5 Million Holdings (or 5,558,921 to be exact)
  • 5. Data looks a little like this…
  • 8. 600,000 200,000 300,000 400,000 500,000 100,000 0 Claremont Santa Clara LMU USF Oxy Fuller Pepperdine Caltech University of the Pacific Biola La Sierra Azusa Pacific Loma Linda St. Mary's La Verne Pacific Union College Point Loma Nazarene California Lutheran Claremont School of… Golden Gate Baptist… Mills College American Jewish… Westmont College Simpson University Vanguard University Cal Arts Cal Baptist Monterey Institute Dominican Mount St. Mary's Whittier Woodbury San Diego Christian Golden Gate Hope International John F. Kennedy Menlo College William Jessup Holy Names Marymount College Cal Inst of Integral… Sierra Nevada Western University of… City of Hope Alliant San Diego Wright Institute Charles Drew Palo Alto University Alliant - SF San Francisco… Alliant International… Alliant - Fresno Inst of Transpersonal… Notre Dame de Namur Total Books Held, by Library SF Center for… Alliant - Irvine
  • 9. So what? What will the data tell us…
  • 10. Who makes a good resource sharing partner? Who makes a good shared print partner? Who do is best to collaborate with on collections in the future? What traits can influence a Library to join a program or start a partnership?
  • 11. Shared Print: Find Unique Holdings to Maximize Preservation 30% 25% Claremont, 180K Total Portion of Collection 20% LMU, USF, Santa Clara, 70-80K each 15% Occidental, 50K Fuller Theological Seminary, 100K 10% Caltech, 75K 5% American Jewish University, 50K 0% 0.0% 10.0% 20.0% 30.0% 40.0% 50.0% 60.0% 70.0% Unique across all Libraries
  • 12. Shared Print: Find Overlap Holdings to Maximize Deselection Books also held by Claremont
  • 13. Shared Print: Find Overlap as a % of Collection 70.0% % of Collection held by Claremont 60.0% 50.0% 40.0% 30.0% 20.0% 10.0% 0.0%
  • 14. Resource Sharing: Find Libraries Most Unlike Us 20% 18% LMU, USF, Santa Clara, 200-250K each Total Portion of Collection 16% 14% 12% Fuller Theological Seminary, 230K 10% Caltech, 150K 8% Biola, 135K 6% Loma Linda, 120K 4% 2% 0% 40% 50% 60% 70% 80% 90% 100% Unique from Claremont
  • 15. CUC Resource Sharing: CAMINO Collections LMU Oxy Pep UOP CST Wstmt CalArts CBU Dom WJU WUHS AJU HNU 0 200,000 400,000 600,000 800,000 1,000,000 1,200,000 Books held only by library Books held by BOTH library and the rest of Camino Books held only by the rest of Camino
  • 16. Percentage of Each Library's books that are Unique to Camino 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% CUC Resource Sharing: CAMINO Collections LMU Oxy Pep UOP CST Wstm t CalAr ts CBU Dom WJU WUH S AJU HNU
  • 17. Resource Sharing: Prospective CAMINO Collections Santa Clara 119012 394706 USF 115071 377476 Fuller 149023 270988 Caltech 96352 226332 Biola 68159 182984 La Sierra 49731 150355 Azusa Pacific 47403 148658 Unique to 73435 Loma Linda 136616 Library St. Mary's 32632 129135 La Verne 33712 116530 Total 35796 Pacific Union 101624 Books Point Loma 30527 Nazarene 100582 Cal Lutheran 23506 94953 0 50000 100000 150000 200000 250000 300000 350000 400000
  • 18. Resource Sharing: Prospective CAMINO Collections Loma Biola Linda 32% 35% Fuller 54% Caltech 60% Both Both 14% 5% USF Santa 38% Clara 40% Both 22%
  • 19. Potential for this data • Data has proven to be valuable in modeling potential for resource sharing, print preservation, and collaboration • Additional areas of analysis: ▫ Overlap and uniqueness by publication year and subject area (LC Call Number) ▫ Paired and multiple modeled scenarios • OCLC Data is just a snapshot in time (and already outdated) • OCLC is hard to work with and can be expensive
  • 20. Potential Next Steps • Need data from members directly ▫ Could include circulation ▫ Simple data extraction should be easy and can be supplemented by OCLC API • Find appropriate permanent home for database • Develop self-service tool with (close to) real time data • Determine if new OCLC Collection Analysis tool will provide the same or similar information