Maturing research data services and the transformation of academic libraries
Open accessAbstract
Purpose: A major development in academic libraries in the last decade has been recognition of the need to support research data management (RDM). The purpose of this paper is to capture how library research data services (RDS) have developed and to assess the impact of this on the nature of academic libraries. Design/methodology/approach: Questionnaire responses from libraries in Australia, Canada, Germany, Ireland, the Netherlands, New Zealand, the UK and USA from 2018 are compared to a previous data set from 2014. Findings: The evidence supports a picture of the spread of RDS, especially advisory ones. However, future ambitions do not seem to have seen much evolution. There is limited evidence of organisational change and skills shortages remain. Most service development can be explained as the extension of traditional library services to research data. Yet there remains the potential for transformational impacts, when combined with the demands implied by other new services such as around text and data mining, bibliometrics and artificial intelligence. A revised maturity model is presented that summarises typical stages of development of services, structures and skills. Research limitations/implications: The research models show how RDS are developing. It also reflects on the extent to which RDM represents a transformation of the role of academic libraries. Practical implications: Practitioners working in the RDM arena can benchmark their current practices and future plans against wider patterns. Originality/value: The study offers a clear picture of the evolution of research data services internationally and proposes a maturity model to capture typical stages of development. It contributes to the wider discussion of how the nature of academic libraries are changing.
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Prior research outlines services, competencies and lifecycle functions but offers limited explanation of how responsibilities are structured into distinct yet interconnected roles.
“Prior research outlines services, competencies and lifecycle functions but offers limited explanation of how responsibilities are structured into distinct yet interconnected roles.”
From Librarians’ roles and responsibilities in managing data within academic libraries: A role-based data governance model (2026) · cites this paper as Cox et al., 2019b
The Literature review and Determinants of service provision sections outline research data services, skills and stages of service development. Structures and skills also distinguishes individual, distributed and team responsibility, while noting that its survey question may not capture complex organisational structures. The paper therefore offers some explanation of how responsibilities are organised, but does not explain how distinct roles interconnect in detail; the claim understates that organisational analysis. (LLM, conf=0.82)
Experimental — accuracy not yet measuredWhile IT units manage infrastructure, librarians coordinate service-level functions, acting as knowledge orchestrators who connect people, systems, and data.
“While IT units manage infrastructure, librarians coordinate service-level functions, acting as knowledge orchestrators who connect people, systems, and data (Cox et al., 2019a(Cox et al., , 2019b)).”
From Librarians’ roles and responsibilities in managing data within academic libraries: A role-based data governance model (2026) · cites this paper as Cox et al., 2019b
The service-development section reports that libraries mainly offered advisory services, and the literature review and discussion describe collaboration with IT centres and other campus units (page numbers unavailable). The paper does not establish the claimed division in which IT units manage infrastructure while librarians coordinate service-level functions, or characterize librarians as knowledge orchestrators connecting people, systems, and data. (LLM, conf=0.84)
Experimental — accuracy not yet measuredLaskowski (2021) and Cox et al. (2019b) highlight librarians' roles in risk management, policy development, and compliance frameworks.
“Laskowski (2021) and Cox et al. (2019b) highlight librarians' roles in risk management, policy development, and compliance frameworks.”
From Librarians’ roles and responsibilities in managing data within academic libraries: A role-based data governance model (2026) · cites this paper as Cox et al. (2019b)
The 'Reviewing the maturity model' section says RDM policy development is collaborative, while the 'Drivers and challenges' section identifies compliance with funder policy as a major driver of library services. These passages support librarians' involvement in policy-related work and compliance, but do not describe a risk-management role or say librarians develop compliance frameworks. Page numbers were not available in our copy. (LLM, conf=0.84)
Experimental — accuracy not yet measuredThis aligns with Cox et al. (2017, 2019b) and Tang & Hu (2019), who describe librarians as facilitators and brokers.
“This aligns with Cox et al. (2017Cox et al. ( , 2019b) ) and Tang & Hu (2019), who describe librarians as facilitators and brokers.”
From Librarians’ roles and responsibilities in managing data within academic libraries: A role-based data governance model (2026) · cites this paper as Cox et al., 2019b
These findings are consistent with previous studies that position libraries as key actors in data governance and sustainability.
“These findings are consistent with previous studies that position libraries as key actors in data governance and sustainability.”
From Librarians’ roles and responsibilities in managing data within academic libraries: A role-based data governance model (2026) · cites this paper as Cox et al. (2019b)
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Research Data Management in Higher Education Institutions: Literature Review
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Maturity Model for Organizational Research Data Management Services
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Artificial Intelligence in Library Practice: Readiness and Barriers
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- Authors
- Cox, A. M., Kennan, M. A., Lyon, L., Pinfield, S., & Sbaffi, L.
- Affiliations
- University of Sheffield (GB)
- Charles Sturt University (AU)
- University of Pittsburgh (US)
- Corresponding author
- Cox, Andrew M.
- Venue
- Journal of Documentation
- Publisher
- Emerald
- Published
- 2019-09-26
- Volume
- 75
- Issue
- 6
- Pages
- 1432-1462
- ISSN
- 0022-0418 (ISSN-L)
- OpenAlex
- W2963526428
- Cited by
- 139
- References
- 25
- Citations by year
- 2026: 13 · 2025: 24 · 2024: 18 · 2023: 18 · 2022: 31 · 2021: 19 · 2020: 15 · 2016: 1
- FWCI
- 20.24
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Documentation (publishedVersion, cc-by)
- White Rose Research Online (University of Leeds, The University of Sheffield, University of York) (acceptedVersion)
- Charles Sturt University Research Output (CRO) (submittedVersion, cc-by)
- Topics
- Physical Sciences › Computer Science › Information Systems › Research Data Management Practices
- Physical Sciences › Computer Science › Information Systems › Library Science and Information
- Social Sciences › Business, Management and Accounting › Management Information Systems › Optics and Image Analysis
- Keywords
- research data services, research data management, academic libraries, library service development, maturity model, organizational change, text and data mining, bibliometric analysis, artificial intelligence, international comparison of libraries
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