Big data and academic libraries: is it big for something or big for nothing?

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Adeyinka Tella ◽  
Kehinde Khadijat Kadri
Keyword(s):  
Big Data ◽  
Best Practices ◽  
Academic Libraries ◽  
Academic Library ◽  
Empirical Evaluation ◽  
Content Type ◽  
Review Analysis ◽  
The World ◽  
The Subject ◽  
Practical Implications

Purpose The paper examined big data and academic libraries and emphasized whether it is big for something or nothing. Design/methodology/approach A conceptual and review analysis of documents was adopted to determine the concept of big data, the sources, the features, the relevance to academic libraries, specific case studies from around the world that have made use of big data, uses of big data in academic libraries, a review of best practices in the use of big data in academic libraries and the challenges. Findings The paper reports that although big data is indeed very big in academic libraries because there are evidences of its adoption and best practices in its use in academic libraries across the world, available challenges can render it big for nothing. Research limitations/implications This study is limited in terms of using literature review approach to discuss big data and academic libraries. The study is also limited in terms of focusing academic libraries and not taken other types of libraries into consideration. Practical implications The study has created awareness on the part of academic libraries stakeholders including authorities, librarians and users on the relevance of big data in academic and how big indeed it is in academic library landscape. The study also implied future related studies can borrow ideas from the current studies, which will inform whether an empirical evaluation is possible on the subject matter. Originality/value The paper is the original idea by the author, and it is to emphasize the relevance of big data in academic libraries and to prepare academic libraries that have not been tapping the opportunities of big data to get ready.

scholarly journals Extending McKinsey’s 7S model to understand strategic alignment in academic libraries

2019 ◽  
Vol 40 (5) ◽  
pp. 313-326 ◽  
Author(s):  
Andrew Martin Cox ◽  
Stephen Pinfield ◽  
Sophie Rutter
Keyword(s):  
Academic Libraries ◽  
Academic Library ◽  
Theoretical Work ◽  
Perceived Barriers ◽  
Future Directions ◽  
Content Type ◽  
Institutional Influences ◽  
Potential Applications ◽  
Strategic Position ◽  
Practical Implications

Purpose The purpose of this paper is to conceptualise the issues of alignment for changing academic libraries by using and extending McKinsey’s 7S model. Design/methodology/approach Theoretical work was conducted to consider and extend the 7S model for the situation of academic libraries. Empirical data were then used to confirm the value of these extensions and suggest further changes. The data to support the analysis were drawn from 33 interviews with librarians, library and non-library academics and experts, and a survey of UK library staff. Findings In the academic library context, the 7S model can be usefully extended to include three library functions (stuff, space and services) and users. It can also include institutional influences and stakeholders, and aspects of the external environment or situation, including suppliers and allies. The revised model then provides a useful framework within which data about library change can be analysed. Perceived barriers to successful performance fit the model and enable the identification of seven challenges of alignment. Research limitations/implications The resulting model has potential applications such as in the structuring analysis of academic library performance, mapping future directions of development and for exploring variations across the sector and internationally. Practical implications The revised model can be used by practitioners to think through their own strategic position and to act to shape their future, in the light of seven major areas of alignment. Originality/value The paper extends a well-known model used in strategy, to produce a more comprehensive, sector-specific analytic tool.

Big data adoption in academic libraries: a literature review

2020 ◽  
Vol 37 (4) ◽  
pp. 1-5
Author(s):  
Nove E. Variant Anna ◽  
Endang Fitriyah Mannan
Keyword(s):  
Big Data ◽  
Data Management ◽  
Academic Libraries ◽  
Data Analytics ◽  
Academic Library ◽  
Big Data Analytics ◽  
Research Data ◽  
Management Policy ◽  
Content Type ◽  
Scopus Database

Purpose The purpose of this paper is to analyse the publication of big data in the library from Scopus database by looking at the writing time period of the papers, author's country, the most frequently occurring keywords, the article theme, the journal publisher and the group of keywords in the big data article. The methodology used in this study is a quantitative approach by extracting data from Scopus database publications with the keywords “big data” and “library” in May 2019. The collected data was analysed using Voxviewer software to show the keywords or terms. The results of the study stated that articles on big data have appeared since 2012 and are increasing in number every year. The big data authors are mostly from China and America. Keywords that often appear are based on the results of terminology visualization are including, “big data”, “libraries”, “library”, “data handling”, “data mining”, “university libraries”, “digital libraries”, “academic libraries”, “big data applications” and “data management”. It can be concluded that the number of publications related to big data in the library is still small; there are still many gaps that need to be researched on the topic. The results of the research can be used by libraries in using big data for the development of library innovation. Design/methodology/approach The Scopus database was accessed on 24 May 2019 by using the keyword “big data” and “library” in the search box. The authors only include papers, which title contain of big data in library. There were 74 papers, however, 1 article was dropped because of it not meeting the criteria (affiliation and abstract were not available). The papers consist of journal articles, conference papers, book chapters, editorial and review. Then the data were extracted into excel and analysed as follows (by the year, by the author/s’s country, by the theme and by the publisher). Following that the collected data were analysed using VOX viewer software to see the relationship between big data terminology and library, terminology clustering, keywords that often appear, countries that publish big data, number of big data authors, year of publication and name of journals that publish big data and library articles (Alagu and Thanuskodi, 2019). Findings It can be concluded that the implementation of big data in libraries is still in an early stage, it is shown from the limited number of practical implementation of big data analytics in library. Not many libraries that use big data to support innovation and services since there were lack of librarian skills of big data analytics. The library manager’s view of big data is still not necessary to do. It is suggested for academic libraries to start their adoption of big data analytics to support library services especially research data. To do so, librarians can enhance their skills and knowledge by following some training in big data analytics or research data management. The information technology infrastructure also needs to be upgraded since big data need big IT capacity. Finally, the big data management policy should be made to ensure the implementation goes well. Originality/value This paper discovers the adoption and implementation of big data in library, many papers talk big data in business and technology context. This is offering new idea for many libraries especially academic library about the adoption of big data to support their services. They can adopt the big data analytics technology and technique that suitable for their library.

scholarly journals Maintaining digital collections with declining resources, fewer staff

2018 ◽  
Vol 34 (2) ◽  
pp. 91-100
Author(s):  
Wendy Walker ◽  
Teressa Keenan
Keyword(s):  
Academic Libraries ◽  
Design Methodology ◽  
Academic Library ◽  
Digital Collections ◽  
Content Type ◽  
Staff Members ◽  
The Face ◽  
Continue Work ◽  
Practical Implications ◽  
New Time

Purpose The purpose of this paper is to describe methods for restructuring workflows and efficiently using staff members and volunteers to continue work on multiple, simultaneous digital collections as budgets and resources decline. Design/methodology/approach This paper describes one library’s varied approaches to several digital collections supported by literature or volunteers in libraries. Findings In the face of continually declining resources and new, time-sensitive priorities and compliance responsibilities, librarians can continue to maintain digital collections by modifying workflows, using the services of volunteers and communicating strategically. Practical implications This paper is relevant to librarians, archivists and others who are looking for ways to justify and capitalize on the use of unconventional personnel in digital collections programs. Originality/value This paper presents a case of the successful use of volunteers to accomplish digital collections-related tasks in an academic library and provides a communication-based strategy for addressing some of the challenges related to volunteers in academic libraries.

Quality management in the global brewing industry

2015 ◽  
Vol 32 (1) ◽  
pp. 42-52 ◽  
Author(s):  
Charisis G. Vrellas ◽  
George Tsiotras
Keyword(s):  
Quality Management ◽  
Best Practices ◽  
Design Methodology ◽  
Future Research ◽  
Brewing Industry ◽  
Management Tools ◽  
Content Type ◽  
The World ◽  
Quality Tools ◽  
Practical Implications

Purpose – The purpose of this paper is to stimulate interest in the use of quality management methods and tools and to provide a basis and direction for further improvement in the global brewing industry. Design/methodology/approach – The methodology that is followed in the paper is based on the study of quality management tools and best practices in global brewing companies. Findings – From all evidence found by this research, the conclusion is that quality management can dramatically improve certain operations and reduce cost or increase profit as well. All of the global brewing companies examined in this paper have their quality policies and each one of them uses what fits best to its business profile. Research limitations/implications – This study refers to some of the largest brewing companies in the world. Future research could be addressed toward the analysis of other smaller brewing companies, which are characterized by the concepts of quality management. Practical implications – The analysis of quality management in the global brewing industry may cause the interest of other brewing companies and other stakeholders affected by this industry. Quality tools can be very useful for dealing with problems and improving procedures in a brewery. Furthermore, the extension of this work with detailed references to these tools could produce a quality guide for brewing companies. Originality/value – The value of this paper lies in the identification and presentation of tools and quality policies which have been successfully developed by global brewing companies and may as well be implemented by others.

Why are bathrooms inclusive if the stacks exclude?

2020 ◽  
Vol 48 (1) ◽  
pp. 159-181 ◽  
Author(s):  
Travis L. Wagner ◽  
Archie Crowley
Keyword(s):  
Academic Libraries ◽  
Academic Library ◽  
Well Being ◽  
Academic Librarians ◽  
Social Implications ◽  
Content Type ◽  
Gender Nonconforming ◽  
Exclusionary Practices ◽  
And Gender ◽  
Practical Implications

Purpose The purpose of this paper is to deploy a critical discourse analysis (CDA) to consider exclusionary practices enacted by academic libraries as evidenced through resource provision. Specifically, this paper looks at the inclusion of trans and gender-nonconforming (TGNC) individuals in library guides, TGNC naming practices in abstracts and the physical shelving of transgender studies texts. This paper concludes with a discussion of methods to overcome such exclusionary practices in the future. Design/methodology/approach This paper deploys CDA as informed by queer theory, affording a lens to consider how language and information are structured such that particular power dynamics emerge placing symbolic value on discursively normal identities. CDA helps illuminate when, how and why TGNC individuals remain excluded within academic librarianship practices. Findings Findings show continued investments in heteronormative and cisnormative structures concerning information provision and access for TGNC patrons. TGNC patrons using library guides consistently fail to see any mentioned made of their respective identities aside from research about their identities. Patrons seeking information of personal value (i.e. coming out resources) find few resources. Further, library stacks and databases enact consistent microaggressions such as fetishizing, deadnaming and misgendering. Research limitations/implications This project contains considerable social implications, as it pushes against a continued recalcitrance on the part of academic libraries to invest in neutrality by showing its failures regarding TGNC persons. Practical implications This study possesses a considerable set of practical implications and highlights tangible problems that could be addressed with relative ease by academic librarians through either systemic reorganization of information or TGNC patrons. Alternatively, this work also suggests that if such reformations are not possible, academic librarians can take it upon themselves to call attention to such issues and purposefully mark these failings, thus making it clear that it is a current limitation of how libraries function and invite patrons (both cisgender and transgender) to challenge and change these representations through research and advocacy. Social implications This project contains considerable social implications as it pushes against a continued recalcitrance on the part of academic libraries (and librarianship more broadly) to invest in neutrality. This study contests the idea that while possessing neutrality academic libraries also posit themselves as inherently good and inclusive. By showing the violence that remains enacted upon transgender and gender nonconforming folks through multiple venues within the academic library, this study makes clear that statements of negativity are thrust onto TGNC patrons and they remain excluded from an institution that purports to have their well-being as one of its core values. Originality/value The deployment of CDA within information science is still a relatively new one. While linguists have long understood the multiplicity of discourse beyond language, the application of this method to the academic library as a discursive institution proves generative. Furthermore, the relationship between academic libraries and their LGBTQ+ populations is both underrepresented and undervalued, a problem exacerbated when focusing on how transgender and gender nonconforming patrons see themselves and their relationships to the academic library. This paper shows the dire state of representation for these particular patrons and provides groundwork for positively changing such representations.

Current trends and issues affecting academic libraries and leadership skills

2018 ◽  
Vol 39 (1/2) ◽  
pp. 78-92 ◽  
Author(s):  
Mohammad Aslam
Keyword(s):  
Higher Education ◽  
Academic Libraries ◽  
Effective Leadership ◽  
Leadership Skills ◽  
Academic Library ◽  
Primary Objective ◽  
Content Type ◽  
New Ways Of Working ◽  
Current Trends ◽  
The World

Purpose The purpose of this paper is to reflect on major issues and trends of academic libraries and leadership in the changing nature of higher education. Changing environment of academic libraries has impacted significantly on the knowledge, skills requirement and role of the library leaders, and how organizations can maintain and manage the changing nature of academic libraries as well as leadership while effective leadership is extremely required for the library leaders and organizations are concern about future scenarios. The primary objective is to identify the key challenges in libraries, leadership skills and approaches of the leaders, their effective leadership traits and future perceptions are discussed. Design/methodology/approach The aim of this paper is to facilitate as how to develop effective and successful leadership for the academic libraries during the changing nature of higher education. The findings and recommendations in the paper are based on personal experience of leadership positions in an academic library as well as experience of library leaders across the world. Findings Academic libraries are facing similar challenges and issues across the world. This paper identifies that library leaders need to be effective communicators, strategic thinkers, visionary, and able to examine the new ways of working. Originality/value This paper discusses why academic library leaders need a set of new skills and how can they develop leadership skills and competencies in the changing nature of academic libraries.

Initiatives towards formation of academic library consortium in Malaysia

2014 ◽  
Vol 35 (1/2) ◽  
pp. 102-110 ◽  
Author(s):  
Hafsah Mohd ◽  
Rosnah Yusof ◽  
Rohaya Umar
Keyword(s):  
Academic Libraries ◽  
Design Methodology ◽  
Academic Library ◽  
Ministry Of Education ◽  
University Libraries ◽  
Content Type ◽  
Online Databases ◽  
Year 2000 ◽  
Ministry Of Higher Education ◽  
Practical Implications

Purpose – This paper aims to report on several initiatives towards formation of national consortium among academic libraries in Malaysia. The consortium focused on subscription of online databases. Design/methodology/approach – In July 2004, CDC on behalf of PERPUN members made several initiatives towards formation of national consortium of Malaysian academic libraries. Proposal paper on the formation of the consortium has been submitted to the Ministry of Higher Education. Through “loose consortia” formed, CDC and later known as Malaysian Online E-Resources Consortium (MOLEC) succeeded in negotiating for subscription of online databases and was able to get financial aid from the Ministry of Education to subscribe several databases since 2002. Findings – A commercial databases committee (CDC) was formed in year 2000 as a platform for academic libraries to evaluate, select, negotiate and manage the online databases. Complications involved in online databases subscriptions such as cost increase, license agreement, various formats of usage statistics, merger and takeover of publishers have made PERPUN (Malaysian Standing Conference of National and University Libraries) realize that there is a need for a formal consortium to be formed. Research limitations/implications – An improved service was established for the benefit of the academic libraries in Malaysia. Practical implications – A more coordinated approach to consortial dealings is being established in Malaysia. Originality/value – This is a report on the process and outcomes.

Journal benchmarking for strategic publication management and for improving journal positioning in the world ranking systems

2014 ◽  
Vol 31 (2/3) ◽  
pp. 82-99 ◽  
Author(s):  
Vladimir M. Moskovkin ◽  
Emilia A. Bocharova ◽  
Oksana V. Balashova
Keyword(s):  
Best Practices ◽  
Continuous Monitoring ◽  
Web Of Science ◽  
Subject Area ◽  
Regression Equations ◽  
Content Type ◽  
Ranking Systems ◽  
The Subject ◽  
World Ranking ◽  
Practical Implications

Purpose – The purpose of this paper is to introduce and develop the methodology of journal benchmarking. Design/methodology/approach – The journal benchmarking method is understood to be an analytic procedure of continuous monitoring and comparing of the advance of specific journal(s) against that of competing journals in the same subject area, together with the application of best practices defined in order to improve a journal's own advance and gain a position among leading scientific journals. Findings – As a realization of this method, it is suggested to build up a journal scoreboard, which is a matrix of journal indicators, distributed for different journals. For the journal scoreboard on the subject of lasers and optics (36 journals, five indicators) a series of regression equations was built up that allow forecasts to be made for journals’ impact factor levels, depending on the International Collaboration and Reference per Document indicators included in the SCIMAGO database. Practical implications – The detailed journal scoreboard and prediction calculations allow elaborating strategies and policies for the promotion of journals in the Web of Science and Scopus databases. Originality/value – The research presents the building up of a journal scoreboard in combination with prediction calculations that can be helpful for improving journal positioning in international Scientometric databases.

scholarly journals Safety in numbers: developing a shared analytics service for academic libraries

2014 ◽  
Vol 15 (1/2) ◽  
pp. 13-22 ◽  
Author(s):  
Ben Showers ◽  
Graham Stone
Keyword(s):  
Academic Libraries ◽  
Academic Library ◽  
Data Gathering ◽  
Fine Tuning ◽  
Management Tools ◽  
Activity Data ◽  
Content Type ◽  
Early Adopters ◽  
Practical Implications

Purpose – It is clear that libraries consider the use of data to inform decision making a top priority in the next five years. JISC's considerable work on activity data has highlighted the lack of tools and services for libraries to exploit this data. The purpose of this paper is to explore the potential of a shared analytics service for UK academic libraries and introduce the JISC Library Analytics and Metrics Project. The project aims to help libraries effectively management collections and services as well as delivering pre-emptive indicators and “actionable insights” to help identify new trends, personalise services and improve efficiencies, economies and effectiveness (student attainment and satisfaction and institutional reputation, for example). The project builds on the Library Impact Data Project at the University of Huddersfield and the work of the Copac Activity Data and Collections Management tools. The paper will deliver a case study of the project, its progress to date, the challenges of such an approach and the implications the service has for academic libraries. Design/methodology/approach – The paper will be a case study of the project and its institutional partners and early adopters work to date and explore both the technical and cultural challenges of the work as well as its implications for the role of the library within the institution and the services it provides. Specifically the case study will comprise of the following aspects: a brief history of the work and the context of library analytics services in the UK (and internationally). A description of the approach adopted by the project, and the vision and goals of the project. Exploration of the challenges associated with the project. Outline of the implications of the project and the resultant service. Findings – This paper will report on the initial findings of the project, which will run from January to December 2013. In particular it will consider the issues surfaced through the close engagement with the academic library community (through the projects community advisory and planning group) and the institutional early adopters around data gathering and analysis. Practical implications – Data accumulated in one context has the potential to inform decisions and interventions elsewhere. While there are a number of recognised and well-understood use cases for library analytics these tend to revolve around usage and collection management. Yet, the potential of a shared analytics service is in uncovering those links and indicators across diverse data sets. The paper will consider a number of practical impacts: performance – benchmarking, student attainment and research productivity; design – fine tuning services, personalised support; trends – research landscape, student marketplace, utilisation of resources. The case study will explore these practical implications for libraries and what they mean for the future of the library within the academy. Originality/value – The paper will present a case study of a unique service that currently fills an important gap within the library analytics space. The paper will focus on the services potential to transform both the way the library works and how it is perceived by its users, as well as its role and relationship within the broader institution.

scholarly journals Leveraging apps for research and learning: a survey of Canadian academic libraries

2015 ◽  
Vol 33 (1) ◽  
pp. 2-14 ◽  
Author(s):  
Robin Canuel ◽  
Chad Crichton
Keyword(s):  
Academic Libraries ◽  
Mobile Application ◽  
Teaching And Learning ◽  
Mobile Apps ◽  
Academic Library ◽  
Third Party ◽  
Academic Librarians ◽  
Content Type ◽  
Practical Implications ◽  
Insight Into

Purpose – The purpose of this paper is to assess the response of Canadian academic libraries to the rapid proliferation of mobile application (apps), many of which are useful for research, teaching, and learning. Design/methodology/approach – A survey was conducted to identify existing initiatives that address the use of mobile apps to facilitate research, teaching, and learning at the libraries of the 97 member institutions of the Association of Universities and Colleges of Canada (AUCC). Based on this survey, this paper describes how apps are promoted, curated, organized, and described by today’s academic libraries. A review of the literature places this survey in its broader context. Findings – In total, 37 per cent of AUCC member libraries include links to mobile apps in their web site. Larger, research-intensive universities, tend to leverage apps more frequently than smaller institutions. Examples of how academic libraries are promoting apps provide insight into how academic librarians are responding to the proliferation of mobile technology. Practical implications – The results of this survey highlight trends with regard to this emerging service opportunity, help to establish current best practices in the response of academic libraries to the emergence of mobile apps, and identify areas for potential future development. Originality/value – This is the first study of its kind to explore and describe how third-party apps are used and promoted within an academic library context.

Sign in / Sign up

Export Citation Format

Share Document