Reproducible data citations for computational research

Author : Christian Schulz

The general purpose of a scientific publication is the exchange and spread of knowledge. A publication usually reports a scientific result and tries to convince the reader that it is valid.

With an ever-growing number of papers relying on computational methods that make use of large quantities of data and sophisticated statistical modeling techniques, a textual description of the result is often not enough for a publication to be transparent and reproducible.

While there are efforts to encourage sharing of code and data, we currently lack conventions for linking data sources to a computational result that is stated in the main publication text or used to generate a figure or table.

Thus, here I propose a data citation format that allows for an automatic reproduction of all computations. A data citation consists of a descriptor that refers to the functional program code and the input that generated the result.

The input itself may be a set of other data citations, such that all data transformations, from the original data sources to the final result, are transparently expressed by a directed graph.

Functions can be implemented in a variety of programming languages since data sources are expected to be stored in open and standardized text-based file formats.

A publication is then an online file repository consisting of a Hypertext Markup Language (HTML) document and additional data and code source files, together with a summarization of all data sources, similar to a list of references in a bibliography.

URL : https://arxiv.org/abs/1808.07541

The rent’s too high: Self-archive for fair online publication costs

Authors : Robert T. Thibault, Amanda MacPherson, Stevan Harnad, Amir Raz

The main contributors of scientific knowledge, researchers, generally aim to disseminate their findings far and wide. And yet, publishing companies have largely kept these findings behind a paywall.

With digital publication technology markedly reducing cost, this enduring wall seems disproportionate and unjustified; moreover, it has sparked a topical exchange concerning how to modernize academic publishing.

This discussion, however, seems to focus on how to compensate major publishers for providing open access through a “pay to publish” model, in turn transferring financial burdens from libraries to authors and their funders.

Large publishing companies, including Elsevier, Springer Nature, Wiley, PLoS, and Frontiers, continue to earn exorbitant revenues each year, hundreds of millions of dollars of which now come from processing charges for open-access articles.

A less expensive and equally accessible alternative exists: widespread self-archiving of peer-reviewed articles. All we need is awareness of this alternative and the will to employ it.

URL : https://arxiv.org/abs/1808.06130

How open is open access research in Library and Information Science?

Authors : Wanyenda Leonard Chilimo, Omwoyo Bosire Onyancha

The study investigates Library and Information Science (LIS) journals that published research articles between 2003 and 2013, which were about open access (OA) and were indexed in LIS databases.

The purpose was to investigate the journals’ OA policies, ascertain the degree to which these policies facilitate OA to publications, and investigate whether such texts are also available as OA. The results show that literature growth in the domain has been significant, with a total of 1,402 articles produced during the eleven years under study.

The OA policies of the fifty-six journals that published the highest number of articles were analysed. The results show that most articles (404; 41%) were published in hybrid journals, whereas 272 (29.7%) appeared in OA journals.

Some 143 (53%) of the articles published in hybrid journals were available as green OA copies. In total, 602 (66%) of all the articles published were available as OA.

The results show that the adoption of OA for research articles on that very subject is somewhat higher than in other fields. The study calls on LIS professionals to be conversant with the OA policies of the various journals that may publish their research.

URL : How open is open access research in Library and Information Science?

Alternative location : http://sajlis.journals.ac.za/pub/article/view/1710

Vanishing industries and the rising monopoly of universities in published research

Authors : Vincent Larivière, Benoit Macaluso, Philippe Mongeon, Kyle Siler, Cassidy R. Sugimoto

Anecdotes abound regarding the decline of basic research in industrial and governmental settings, but very little empirical evidence exists about the phenomenon. This article provides a systematic and historical analysis of the contribution of various institutional sectors to knowledge production at the world and country levels across the past four decades.

It highlights a dramatic decline in the diffusion of basic research by industrial and governmental sectors across all countries—with a corresponding increase in the share from universities—as well as an increase of partnerships between universities and other sectors.

Results also shows an increase in the relative share of industries in applied research, as measured through patents. Such divergence in university and industry research activities may hinder industries’ ability to translate basic knowledge into technological innovation, and could lead to a growing misalignment between doctoral training and future job expectations.

Industries and universities must rethink strategies for partnerships and publishing to maximize scientific progress and to ensure the greatest gains for society.

URL : Vanishing industries and the rising monopoly of universities in published research

DOI : https://doi.org/10.1371/journal.pone.0202120

Systematic analysis of agreement between metrics and peer review in the UK REF

Authors : Vincent Traag, Ludo Waltman

When performing a national research assessment, some countries rely on citation metrics whereas others, such as the UK, primarily use peer review. In the influential Metric Tide report, a low agreement between metrics and peer review in the UK Research Excellence Framework (REF) was found.

However, earlier studies observed much higher agreement between metrics and peer review in the REF and argued in favour of using metrics. This shows that there is considerable ambiguity in the discussion on agreement between metrics and peer review.

We provide clarity in this discussion by considering four important points: (1) the level of aggregation of the analysis; (2) the use of either a size-dependent or a size-independent perspective; (3) the suitability of different measures of agreement; and (4) the uncertainty in peer review.

In the context of the REF, we argue that agreement between metrics and peer review should be assessed at the institutional level rather than at the publication level. Both a size-dependent and a size-independent perspective are relevant in the REF.

The interpretation of correlations may be problematic and as an alternative we therefore use measures of agreement that are based on the absolute or relative differences between metrics and peer review.

To get an idea of the uncertainty in peer review, we rely on a model to bootstrap peer review outcomes. We conclude that particularly in Physics, Clinical Medicine, and Public Health, metrics agree quite well with peer review and may offer an alternative to peer review.

URL : https://arxiv.org/abs/1808.03491

Ethical Concerns in the Rise of Co-Authorship and Its Role as a Proxy of Research Collaborations

Author : Sameer Kumar

Increasing specialization, changes in the institutional incentives for publication, and a host of other reasons have brought about a marked trend towards co-authored articles among researchers.

These changes have impacted Science and Technology (S&T) policies worldwide. Co-authorship is often considered to be a reliable proxy for assessing research collaborations at micro, meso, and macro levels.

Although co-authorship in a scholarly publication brings numerous benefits to the participating authors, it has also given rise to issues of publication integrity, such as ghost authorships and honorary authorships.

The code of conduct of bodies such as the American Psychological Association (APA) and the International Committee of Medical Journal Editors (ICMJE) make it clear that only those who have significantly contributed to the study should be on the authorship list.

Those who have contributed little have to be appropriately “acknowledged” in footnotes or in the acknowledgement section. However, these principles are sometimes transgressed, and a complete solution still remains elusive.

URL : Ethical Concerns in the Rise of Co-Authorship and Its Role as a Proxy of Research Collaborations

DOI : http://dx.doi.org/10.3390/publications6030037

Enhancing scholarly communication through institutional repositories: salient issues and strategies by libraries in Nigeria

Author : Ngozi B. Ukachi

The place of institutional repositories in enhancing scholarly communication is becoming obvious as academic institutions are embracing this activity which among many other key roles, enables wider circulation of research outputs of institutions.

This study is concentrated on establishing the strategies and models adopted by libraries in Nigeria in ensuring that their institutional repositories effectively enhance scholarly communication. The descriptive survey research design was adopted for the study while the purposive sampling technique was employed in selecting libraries that have institutional repositories.

Questionnaire complemented with oral interview were the instruments used for data collection. Data collected was analysed using SPSS software. The outcome revealed that the two most prevailing activities carried out by the libraries in modelling their institutional repositories for enhanced scholarly communication are; digitization of scholarly contents in printed format and allowing self- archiving of research outputs of members of staff.

Announcing and publicizing their contents through the library website is the main strategy adopted by the libraries in promoting their institutional repositories for enhanced scholarly communication revealed.

Challenges encountered include; issues with legal framework/ intellectual property right, difficulty in content recruitment, etc.

The study concluded by recommending among others that the library management should expose members of staff in-charge of content upload to trainings in the area of copyright law, put in place a submission policy that will compel members of staff to submit their research outputs to the repository and, establish a reward system to academic members of staff who submit their works to the institutional repository.

URL : Enhancing scholarly communication through institutional repositories: salient issues and strategies by libraries in Nigeria

Alternative location : http://library.ifla.org/id/eprint/2268