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The Position of Library-Based Research Data Services: What Funding Data Can Tell Us

Karl Nilsen
Robin Dasler
                                                                                                                Notable Findings
Trevor Muñoz
Sarah Hovde                                                                                                                                1                      Federal policies put additional pressure
                                                                                                                                                                  on traditional service models                                                                                                                                                                                                                                                              2      The long tail of non-federal grants is
                                                                                                                                                                                                                                                                                                                                                                                                                                                                    long and diverse                                                                        3          Non-federal grants are less likely to support
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       fee-based curation services
University of Maryland, College Park                                                                            Federal vs. Non-Federal Awards FY09 - FY13
                                                                                                                                                                                                                                                                                                                                                                                                                                                            Non-Federal Proposals by Category FY12                                                      Average & Median Value of Proposals FY12
April 5, 2013                                                                                                                                                                                                                                                                                                                                                 % Total Grants FY09 - FY13
                                                                                                                                                                                                                                                                                                                                                                  Federal

                                                                                                                                                                    Subcontracts with Other Universities (Mix of Federal & Non-Federal)                                                                                                                            Non-Federal                                                                                                                                        Category                                                                             Subcontracts with      2012 Proposal Values
                                                                                                                                                                                                 10.11%                                                                                                                                                                                                                                                                                                                                                                                                 Other Universities (Mix       Average Proposal Value
                                                                                                                                                                                                                                                                                                                                                                   Subcontracts with Other Universities (Mix of Federal & Non-Federal)                                                                                   State of Maryland
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Federal     Non-Federal      of Federal and Non-Fe..
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Other State Govts.                     700K                                                                  Median Proposal Value



Context
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Local Government
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Associations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Consortiums                            600K
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Councils

As academic research libraries develop services to support data                                                                                                                                                                                                                                                                                                                                                                                                                                                          Foreign Organization
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Foundations
management and curation, understanding the demand from                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Institutes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                500K

researchers for new services and establishing parameters for pilot                                                                                             Non-Federal
                                                                                                                                                                 33.71%
                                                                                                                                                                                                                                                                                                                    Federal
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Societies

projects are key challenges for managers.1
                                                                                                                                                                                                                                                                                                                    56.18%
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Corporations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         All Other Non-Federal                  400K




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Value
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Dots represent distinct funding
Data about proposals and awards for research funding provide                                                                                                                                                                                                                                                                                                                                                                                                                                                          sources (discrete agencies,
evidence about the potential scale, scope, and institutional location                                                                                                                                                                                                                                                                                                                                                                                                                                                 organizations, or companies) in
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      each category.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                300K

of research and data production. Information obtained from funding                                                                                                                                                                                                                                                                                                                                                                                                                                                    Subcontracts with other
data can complement and contextualize insights obtained directly                                                                                                                                                                                                                                                                                                                                                                                                                                                      universities not shown.

from individual researchers about their data management needs.                                                  Federal sponsorship accounted for almost two-thirds of awards and
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                200K



                                                                                                                supported close to 1,222 distinct investigators at UMD in FY09-13.
Data Sources                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    100K

                                                                                                                Given the importance of federal sponsorship to research at UMD, U.S.
To understand the composition and distribution of research funding                                              government science and technology policy will have a massive influence                                                                                                                                                                                                                                                                                                                                                                           0K
at the University of Maryland, College Park (UMD), the authors                                                  on data management support services. The Office of Science and Tech-
examined data about proposals and awards retrieved from:                                                        nology Policy memorandum directing federal agencies with over $100                                                                                                                                                                                                                                                                          UMD researchers submitted proposals to more than 567 distinct non-
                                                                                                                                                                                                                                                                                                                                                                                                                                                            federal funding sources in FY12.                                                            The average value of a UMD funding proposal to federal sources
                                                                                                                million in annual research and development expenditures to support
     •   University of Maryland Office of Research Administration                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       in FY12 was 341% greater than the average value of a proposal to
                                                                                                                public access to data will likely compel many UMD researchers to pay
     •   NSF Awards Database                                                                                                                                                                                                                                                                                                                                                                                                                                While federal sources account for a substantial portion of research fund-                   non-federal sources. The median was 355% greater.*
                                                                                                                greater attention to data management.3
     •   NIH RePORTER                                                                                                                                                                                                                                                                                                                                                                                                                                       ing, there is a long tail of non-federal and non-government sources that
     •   Research.gov (for NASA)                                                                                                                                                                                                                                                                                                                                                                                                                            may or may not impose data management or sharing requirements on                            Implications:
                                                                                                                Implications:
                                                                                                                                                                                                                                                                                                                                                                                                                                                            researchers. In the absence of requirements, data and documentation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Recipients of non-federal awards (and low-value federal awards) may
Objectives                                                                                                      As federal policies transform more and more researchers into potential                                                                                                                                                                                                                                                                      are potentially at higher risk of being deleted, damaged, or left to lan-
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        be reluctant to budget for curation and preservation. Institutions that
                                                                                                                clients for data management support services, it becomes difficult for                                                                                                                                                                                                                                                                      guish on old media.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        plan to fund data curation from research awards will have to account
Librarians at other institutions have used funding data to support                                              libraries to provide personalized consultations or embedded support to
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        for the many researchers who may not be able to justify allocating
planning and outreach, typically identifying potential candidates                                               every researcher. Unlike library services designed to deliver uniform sup-                                                                                                                                                                                                                                                                  Implications:
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        funds to fee-based curation services. In addition, we will have to
for interviews or participants for training and instruction.2 In con-                                           port across the campus, research data services may be forced to allocate
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        accommodate researchers whose funding varies from project to proj-
trast, because research data services at UMD are in start-up phase,                                             resources to a limited number of projects. At UMD, the authors are con-                                                                                                                                                                                                                                                                     A large number of research projects may not have to comply with data
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        ect while the amounts of data generated may not vary significantly.
the authors aimed to discover what funding data can tell librarians                                             sidering a selection process that will allocate resources to researchers                                                                                                                                                                                                                                                                    management requirements or submit data management plans, neutral-
about the demand for data management support and the potential                                                  whose projects match well with the priorities of the university, the relevant                                                                                                                                                                                                                                                               izing a basic engagement strategy for librarians. Similarly, the intellectual                                                   * Excluding subcontracts with other universities (mix of federal and non-federal).
challenges for library-based services. The authors also sought to un-                                           college, and the Libraries.                                                                                                                                                                                                                                                                                                                 property issues associated with corporate sponsorship may frustrate
derstand the limitations of funding data as a source of information.                                                                                                                                                                                                                                                                                                                                                                                        engagement efforts that focus on public data sharing. To build relation-
Findings from this investigation will help librarians at UMD allocate                                                                                                                                                                                                                                                                                                                                                                                       ships with researchers in these situations, the authors intend to position                          Key Conclusions and Future Directions
resources, develop services, and design outreach strategies.                                                                                                                                                                                                                                                                                                                                                                                                data management services as activities that support research efficiency,
                                                                                                                                                                                                                                                                                                                                                                                                                                                            innovation, and impact, rather than primarily compliance.
                                                                                                                                                                 Award end dates signal
                                                                                                                                           4
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Personalized data management consultations and embedded
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                services will not scale to support every researcher.
                                                                                                                                                                 outreach opportunities
Contact
                                                                                                                End Dates of NSF Awards                                                                                                                                                                                                                                   Color bands represent NSF Divisions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       • We may have to allocate resources on a selective basis that
                                                                                                                                                     2012                                      2013                                                             2014                                                       2015                                               2016                                   2017                   NSF Divisions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       reflects the research priorities of our institution. Funding data
                                                                                                                                                                                                                                                                                                                                                                                                                                                             5
lib-research-data@reflectors.mail.umd.edu                                                                                                                                                                                                                                                                                                                                                                                                                          Some limitations of funding data
                                                                                                                                                                                                                                                                                                                                                                                                                                               AGS
                                                                                                                                           80                                                                                                                                                                                                                                                                                                  ANT



                                                                                                                                           70
                                                                                                                                                                                                                                                                                                                                                                                                                                               AST
                                                                                                                                                                                                                                                                                                                                                                                                                                               BCS                                                                                                                     can aid in this process.
                                                                                                                                                                                                                                                                                                                                                                                                                                               CBET
                                                                                                                                                                                                                                                                                                                                                                                                                                               CCF



Acknowledgements                                                                                                                           60                                                                                                                                                                                                                                                                                                  CHE
                                                                                                                                                                                                                                                                                                                                                                                                                                               CMMI
                                                                                                                                                                                                                                                                                                                                                                                                                                               CNS                                                                                                                     • The subject-liaison system may not be the best model for
                                                                                                                 Number of Grants Ending




                                                                                                                                                                                                                                                                                                                                                                                                                                                            Integrating datasets
                                                                                                                                           50                                                                                                                                                                                                                                                                                                  DBI
                                                                                                                                                                                                                                                                                                                                                                                                                                               DEB
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       research data services. Alternatives may come from outside the
The authors are grateful to Office of Research Administration at the
                                                                                                                                                                                                                                                                                                                                                                                                                                               DMR
                                                                                                                                           40


                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       traditional library organizational model, such as the cross-disci-
                                                                                                                                                                                                                                                                                                                                                                                                                                               DMS
                                                                                                                                                                                                                                                                                                                                                                                                                                               DRL


University of Maryland, College Park, for their assistance with this                                                                       30
                                                                                                                                                                                                                                                                                                                                                                                                                                               DUE
                                                                                                                                                                                                                                                                                                                                                                                                                                               EAR
                                                                                                                                                                                                                                                                                                                                                                                                                                                            The authors sought to associate NSF Directorates and Divisions with                                        plinary synthesis centers sponsored by the NSF’s Biological Sci-
project.
                                                                                                                                                                                                                                                                                                                                                                                                                                               ECCS



                                                                                                                                                                                                                                                                                                                                                                                                                                                            departments, centers, and institutes at UMD in order to target assistance
                                                                                                                                                                                                                                                                                                                                                                                                                                               EEC


                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       ences Directorate,4 digital humanities centers, or data curation
                                                                                                                                           20
                                                                                                                                                                                                                                                                                                                                                                                                                                               EF
                                                                                                                                                                                                                                                                                                                                                                                                                                               HRD
                                                                                                                                           10                                                                                                                                                                                                                                                                                                  IIP
                                                                                                                                                                                                                                                                                                                                                                                                                                               IIS          to particular academic units and individual researchers. We found that                                     institutes.
References                                                                                                                                 0
                                                                                                                                                Oct.. Nov.. Dec.. Jan.. Feb.. Mar.. April May June July Aug.. Sep.. Oct.. Nov.. Dec.. Jan.. Feb.. Mar.. April May June July Aug.. Sep.. Oct.. Dec.. Jan.. Feb.. Mar.. April May June July Aug.. Sep.. Dec.. Jan.. Feb.. April May June July Aug.. Sep.. Jan.. Feb.. Mar.. June July Aug..
                                                                                                                                                                                                                                                                                                                                                                                                                                               IOS
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                                                                                                                                                                                                                                                                                                                                                                                                                                                            these data were contained in separate datasets that could not be auto-
                                                                                                                                                                                                                                                                                                                                                                                                                                               OCE



                                                                                                                                                                                                                                                                                                                                                                                                                                                            matically integrated. As a result, we proceeded to manually associate                               An outreach and engagement strategy positioned around data man-
                                                                                                                                                                                                                                                                                                                                                                                                                                               OCI

1. Fons, Ted, Mike Furlough, Elizabeth Kirk, Judy Luther, and Michele Reid. Fit for Purpose: Developing Busi-
                                                                                                                Award data from the NSF database, NIH RePORTER, and Research.gov
                                                                                                                                                                                                                                                                                                                                                                                                                                               OIA
                                                                                                                                                                                                                                                                                                                                                                                                                                               OISE

ness Cases for New Services in Research Libraries. Council on Library and Information Resources, 2012.                                                                                                                                                                                                                                                                                                                                         PHY
                                                                                                                                                                                                                                                                                                                                                                                                                                                            Directorates and Divisions with units. The results are being used to de-                            agement requirements and DMP compliance will not be relevant to
http://mediacommons.futureofthebook.org/mcpress/businesscases/. p. 3, 17-18.                                    contain end dates for individual awards. In some cases, researchers may
                                                                                                                                                                                                                                                                                                                                                                                                                                               SBE



                                                                                                                                                                                                                                                                                                                                                                                                                                                            sign outreach strategies, but the process was not efficient.
                                                                                                                                                                                                                                                                                                                                                                                                                                               SES




                                                                                                                renew an award, but, in other cases, their project may be complete and
                                                                                                                                                                                                                                                                                                                                                                                                                                               SMA
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                all researchers.
2. Steinhart, Gail, Eric Chen, Florio Arguillas, Dianne Dietrich, and Stefan Kramer. “Prepared to Plan? A
Snapshot of Researcher Readiness to Address Data Management Planning Requirements.” Journal of
                                                                                                                their research products available for curation and preservation. Shown
eScience Librarianship 1, no. 2 (2012). http://escholarship.umassmed.edu/jeslib/vol1/iss2/1; John-                                                                                                                                                                                                                                                                                                                                                          Funding data is an incomplete picture                                                                      • We need to re-position data management support services
ston, Lisa, Meghan Lafferty, and Beth Petsan. “Training Researchers on Data Management: A Scalable,             here, there is a spike in NSF end dates at UMD in late summer.
Cross-Disciplinary Approach.” Journal of eScience Librarianship 1, no. 2 (2012).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       from compliance to research efficiency, innovation, and impact.
http://escholarship.umassmed.edu/jeslib/vol1/iss2/2; Peters, Christie, and Anita Riley Dryden. “Assess-                                                                                                                                                                                                                                                                                                                                                     Funding data can provide useful insights into the potential demand for
ing the Academic Library’s Role in Campus-Wide Research Data Management: A First Step at the Uni-               Implications:
versity of Houston.” Science & Technology Libraries 30, no. 4 (2011): 387–403. doi:10.1080/019426                                                                                                                                                                                                                                                                                                                                                           data management services and the parameters of pilot projects, but they                             Demand for services from researchers who have no external fund-
2X.2011.626340. pp. 389-90.                                                                                                                                                                                                                                                                                                                                                                                                                                 are not a perfect proxy for data production. Some funded research pro-                              ing, or funding from unusual sources, remains underexplored.
                                                                                                                The authors intend to use upcoming end dates to identify researchers
3. Office of Science and Technology Policy. “Expanding Public Access to the Results of Federally Funded                                                                                                                                                                                                                                                                                                                                                     duces relatively little data, and researchers with little or no funding may
Research.” WhiteHouse.gov, 2013. http://www.whitehouse.gov/blog/2013/02/22/expanding-public-                    who may be interested to learn about options for curating and preserv-
                                                                                                                                                                                                                                                                                                                                                                                                                                                            generate large quantities of data.                                                                         • Additional research is necessary to develop outreach and en-
access-results-federally-funded-research.                                                                       ing their data. By aligning outreach efforts with an individual researcher’s
                                                                                                                project lifecycle, we may be more successful at intercepting data before it                                                                                                                                                                                                                                                                                                                                                                            gagement strategies. Funding data can play a role in identifying
4. Rodrigo, Allen, Susan Alberts, Karen Cranston, Joel Kingsolver, Hilmar Lapp, Craig McClain, Robin Smith,
Todd Vision, Jory Weintraub, and Brian Wiegmann. “Science Incubators: Synthesis Centers and Their Role in
                                                                                                                is lost.                                                                                                                                                                                                                                                                                                                                                                                                                                               potential participants.
the Research Ecosystem.” PLoS Biology 11, no. 1 (2013): e1001468. doi:10.1371/journal.pbio.1001468.

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Poster RDAP13 The Position of Library-Based Research Data Services: What Funding Data Can Tell Us

  • 1. The Position of Library-Based Research Data Services: What Funding Data Can Tell Us Karl Nilsen Robin Dasler Notable Findings Trevor Muñoz Sarah Hovde 1 Federal policies put additional pressure on traditional service models 2 The long tail of non-federal grants is long and diverse 3 Non-federal grants are less likely to support fee-based curation services University of Maryland, College Park Federal vs. Non-Federal Awards FY09 - FY13 Non-Federal Proposals by Category FY12 Average & Median Value of Proposals FY12 April 5, 2013 % Total Grants FY09 - FY13 Federal Subcontracts with Other Universities (Mix of Federal & Non-Federal) Non-Federal Category Subcontracts with 2012 Proposal Values 10.11% Other Universities (Mix Average Proposal Value Subcontracts with Other Universities (Mix of Federal & Non-Federal) State of Maryland Federal Non-Federal of Federal and Non-Fe.. Other State Govts. 700K Median Proposal Value Context Local Government Associations Consortiums 600K Councils As academic research libraries develop services to support data Foreign Organization Foundations management and curation, understanding the demand from Institutes 500K researchers for new services and establishing parameters for pilot Non-Federal 33.71% Federal Societies projects are key challenges for managers.1 56.18% Corporations All Other Non-Federal 400K Value Dots represent distinct funding Data about proposals and awards for research funding provide sources (discrete agencies, evidence about the potential scale, scope, and institutional location organizations, or companies) in each category. 300K of research and data production. Information obtained from funding Subcontracts with other data can complement and contextualize insights obtained directly universities not shown. from individual researchers about their data management needs. Federal sponsorship accounted for almost two-thirds of awards and 200K supported close to 1,222 distinct investigators at UMD in FY09-13. Data Sources 100K Given the importance of federal sponsorship to research at UMD, U.S. To understand the composition and distribution of research funding government science and technology policy will have a massive influence 0K at the University of Maryland, College Park (UMD), the authors on data management support services. The Office of Science and Tech- examined data about proposals and awards retrieved from: nology Policy memorandum directing federal agencies with over $100 UMD researchers submitted proposals to more than 567 distinct non- federal funding sources in FY12. The average value of a UMD funding proposal to federal sources million in annual research and development expenditures to support • University of Maryland Office of Research Administration in FY12 was 341% greater than the average value of a proposal to public access to data will likely compel many UMD researchers to pay • NSF Awards Database While federal sources account for a substantial portion of research fund- non-federal sources. The median was 355% greater.* greater attention to data management.3 • NIH RePORTER ing, there is a long tail of non-federal and non-government sources that • Research.gov (for NASA) may or may not impose data management or sharing requirements on Implications: Implications: researchers. In the absence of requirements, data and documentation Recipients of non-federal awards (and low-value federal awards) may Objectives As federal policies transform more and more researchers into potential are potentially at higher risk of being deleted, damaged, or left to lan- be reluctant to budget for curation and preservation. Institutions that clients for data management support services, it becomes difficult for guish on old media. plan to fund data curation from research awards will have to account Librarians at other institutions have used funding data to support libraries to provide personalized consultations or embedded support to for the many researchers who may not be able to justify allocating planning and outreach, typically identifying potential candidates every researcher. Unlike library services designed to deliver uniform sup- Implications: funds to fee-based curation services. In addition, we will have to for interviews or participants for training and instruction.2 In con- port across the campus, research data services may be forced to allocate accommodate researchers whose funding varies from project to proj- trast, because research data services at UMD are in start-up phase, resources to a limited number of projects. At UMD, the authors are con- A large number of research projects may not have to comply with data ect while the amounts of data generated may not vary significantly. the authors aimed to discover what funding data can tell librarians sidering a selection process that will allocate resources to researchers management requirements or submit data management plans, neutral- about the demand for data management support and the potential whose projects match well with the priorities of the university, the relevant izing a basic engagement strategy for librarians. Similarly, the intellectual * Excluding subcontracts with other universities (mix of federal and non-federal). challenges for library-based services. The authors also sought to un- college, and the Libraries. property issues associated with corporate sponsorship may frustrate derstand the limitations of funding data as a source of information. engagement efforts that focus on public data sharing. To build relation- Findings from this investigation will help librarians at UMD allocate ships with researchers in these situations, the authors intend to position Key Conclusions and Future Directions resources, develop services, and design outreach strategies. data management services as activities that support research efficiency, innovation, and impact, rather than primarily compliance. Award end dates signal 4 Personalized data management consultations and embedded services will not scale to support every researcher. outreach opportunities Contact End Dates of NSF Awards Color bands represent NSF Divisions • We may have to allocate resources on a selective basis that 2012 2013 2014 2015 2016 2017 NSF Divisions reflects the research priorities of our institution. Funding data 5 lib-research-data@reflectors.mail.umd.edu Some limitations of funding data AGS 80 ANT 70 AST BCS can aid in this process. CBET CCF Acknowledgements 60 CHE CMMI CNS • The subject-liaison system may not be the best model for Number of Grants Ending Integrating datasets 50 DBI DEB research data services. Alternatives may come from outside the The authors are grateful to Office of Research Administration at the DMR 40 traditional library organizational model, such as the cross-disci- DMS DRL University of Maryland, College Park, for their assistance with this 30 DUE EAR The authors sought to associate NSF Directorates and Divisions with plinary synthesis centers sponsored by the NSF’s Biological Sci- project. ECCS departments, centers, and institutes at UMD in order to target assistance EEC ences Directorate,4 digital humanities centers, or data curation 20 EF HRD 10 IIP IIS to particular academic units and individual researchers. We found that institutes. References 0 Oct.. Nov.. Dec.. Jan.. Feb.. Mar.. April May June July Aug.. Sep.. Oct.. Nov.. Dec.. Jan.. Feb.. Mar.. April May June July Aug.. Sep.. Oct.. Dec.. Jan.. Feb.. Mar.. April May June July Aug.. Sep.. Dec.. Jan.. Feb.. April May June July Aug.. Sep.. Jan.. Feb.. Mar.. June July Aug.. IOS MCB these data were contained in separate datasets that could not be auto- OCE matically integrated. As a result, we proceeded to manually associate An outreach and engagement strategy positioned around data man- OCI 1. Fons, Ted, Mike Furlough, Elizabeth Kirk, Judy Luther, and Michele Reid. Fit for Purpose: Developing Busi- Award data from the NSF database, NIH RePORTER, and Research.gov OIA OISE ness Cases for New Services in Research Libraries. Council on Library and Information Resources, 2012. PHY Directorates and Divisions with units. The results are being used to de- agement requirements and DMP compliance will not be relevant to http://mediacommons.futureofthebook.org/mcpress/businesscases/. p. 3, 17-18. contain end dates for individual awards. In some cases, researchers may SBE sign outreach strategies, but the process was not efficient. SES renew an award, but, in other cases, their project may be complete and SMA all researchers. 2. Steinhart, Gail, Eric Chen, Florio Arguillas, Dianne Dietrich, and Stefan Kramer. “Prepared to Plan? A Snapshot of Researcher Readiness to Address Data Management Planning Requirements.” Journal of their research products available for curation and preservation. Shown eScience Librarianship 1, no. 2 (2012). http://escholarship.umassmed.edu/jeslib/vol1/iss2/1; John- Funding data is an incomplete picture • We need to re-position data management support services ston, Lisa, Meghan Lafferty, and Beth Petsan. “Training Researchers on Data Management: A Scalable, here, there is a spike in NSF end dates at UMD in late summer. Cross-Disciplinary Approach.” Journal of eScience Librarianship 1, no. 2 (2012). from compliance to research efficiency, innovation, and impact. http://escholarship.umassmed.edu/jeslib/vol1/iss2/2; Peters, Christie, and Anita Riley Dryden. “Assess- Funding data can provide useful insights into the potential demand for ing the Academic Library’s Role in Campus-Wide Research Data Management: A First Step at the Uni- Implications: versity of Houston.” Science & Technology Libraries 30, no. 4 (2011): 387–403. doi:10.1080/019426 data management services and the parameters of pilot projects, but they Demand for services from researchers who have no external fund- 2X.2011.626340. pp. 389-90. are not a perfect proxy for data production. Some funded research pro- ing, or funding from unusual sources, remains underexplored. The authors intend to use upcoming end dates to identify researchers 3. Office of Science and Technology Policy. “Expanding Public Access to the Results of Federally Funded duces relatively little data, and researchers with little or no funding may Research.” WhiteHouse.gov, 2013. http://www.whitehouse.gov/blog/2013/02/22/expanding-public- who may be interested to learn about options for curating and preserv- generate large quantities of data. • Additional research is necessary to develop outreach and en- access-results-federally-funded-research. ing their data. By aligning outreach efforts with an individual researcher’s project lifecycle, we may be more successful at intercepting data before it gagement strategies. Funding data can play a role in identifying 4. Rodrigo, Allen, Susan Alberts, Karen Cranston, Joel Kingsolver, Hilmar Lapp, Craig McClain, Robin Smith, Todd Vision, Jory Weintraub, and Brian Wiegmann. “Science Incubators: Synthesis Centers and Their Role in is lost. potential participants. the Research Ecosystem.” PLoS Biology 11, no. 1 (2013): e1001468. doi:10.1371/journal.pbio.1001468.