Addressing the most pressing contemporary social, environmental, and technological challenges will require integrating insights and sharing data across disciplines, geographies, and cultures. Strengthening international data sharing networks will not only demand advancing technical, legal, and logistical infrastructure for publishing data in open, accessible formats; it will also require recognizing, respecting, and learning to work across diverse data cultures. This essay introduces a heuristic for pursuing richer characterizations of the “data cultures” at play in international, interdisciplinary data sharing. 

Data from conventional sources cannot fully measure progress towards the Sustainable Development Goals (SDGs). Here the authors present a roadmap describing how citizen-science data can integrate traditional data and make a significant contribution in support of the SDGs agenda.

Study explores the place of preprints in the research lifecycle from the points of view of researchers, research performing organisations, research funding organisations and preprint servers/service providers.

This article discusses how data citation has evolved over the last couple of decades and highlights issues that need more research and attention.

Early career researchers commonly peer review manuscripts on behalf of invited reviewers, often without receiving feedback or being named to the journal.

There is little reason to expect that preregistration will spontaneously help researchers to develop better theories (and, hence, better methods and analyses).

In the context of a growing international focus on open access publishing options and mandates, this paper explores the extent to which the ideals of ‘openness’ are also being applied to physical knowledge resources and research spaces.

Discussions of how to improve research quality are predominant in a number of fields, including education. But how prevalent are the use of problematic practices and the improved practices meant to counter them?

The problem of access to medical information, particularly in low-income countries, has been under discussion for many years. Paywalls still limit access to approximately 75% of scholarly documents. This study compares the accessibility of recent full text articles in the field of ophthalmology in 27 established institutions located worldwide.

Established indicators for research and innovation processes do not sufficiently capture the nuances of open science and open innovation. As a result, their opportunities and risks often remain obscure. A new discussion paper therefore makes proposals for the expansion of existing indicators and the development of new ones.

Effective Research Data Management (RDM) is a key component of research integrity and reproducible research, and its importance is increasingly emphasised by funding bodies, governments, and research institutions around the world. However, many researchers are unfamiliar with RDM best practices, and research support staff are faced with the difficult task of delivering support to researchers across different disciplines and career stages. What strategies can institutions use to solve these problems? Engaging Researchers with Data Management is an invaluable collection of 24 case studies, drawn from institutions across the globe, that demonstrate clearly and practically how to engage the research community with RDM.

The State of Open Data 2019 report is the fourth in the series and includes survey results and a collection of articles from global industry experts.It is now the longest running longitudinal study on the subject, which was created in 2016 to examine attitudes and experiences of researchers working with open data - sharing it, reusing it, and redistributing it. This year's survey received a record number of survey participants with around 8,500 responses from the research community. While most trends are encouraging around the adoption and acceptance of open data, the research community is now demanding more enforcement of the mandates that have been adopted by many governments, funders, publishers and institutions around the world.The majority of researchers want funding withheld and penalties for a lack of data sharing.

The U.S. health care system uses commercial algorithms to guide health decisions. Obermeyer et al. find evidence of racial bias in one widely used algorithm, such that Black patients assigned the same level of risk by the algorithm are sicker than White patients (see the Perspective by Benjamin). The authors estimated that this racial bias reduces the number of Black patients identified for extra care by more than half.

Based on the data collected for the 2019 Big Deals Survey Report, this publication aims to deliver additional transparency of the dynamics of the scholarly publishing market by providing insights and indicators on the costs, publication volumes and timelines of Big Deal contracts.

How can the scientific community support researchers with mental health issues?

Background Core outcome sets (COS) have the potential to reduce waste in research by improving the consistency of outcomes measured in trials of the same health condition. However, this reduction in waste will only be realised through the uptake of COS by clinical trialists. Without uptake, the continued development of COS that are not implemented may add to waste in research. Funders of clinical trials have the potential to have an impact on COS uptake by recommending their use to those applying for funding. The aim of our study was to assess the extent to which applicants followed the National Institute for Health Research Health Technology Assessment (NIHR HTA) programme's recommendation to search for a COS to include in their clinical trial. Methods and findings We examined the outcomes section and detailed project descriptions of all 95 researcher-led primary research applications submitted to the NIHR HTA between January 2012, when the recommendation to search for a COS was included in the guidance for applicants, and December 2015 for evidence that a search for a COS had taken place and rationale for outcome choice in the absence of COS. A survey of applicants was conducted to further explore their use of COS and choice of outcomes with a response rate of 49%. Nine out of 95 applicants (10%) stated in their application that they had searched the COMET (Core Outcome Measures for Effectiveness Trials) Initiative database for a COS and another nine referred to searching for a COS using another method, e.g. a review of the literature. Of the 77 (81%) applicants that did not mention COMET or COS in their application, eight stated in the survey that they had searched the COMET database and ten carried out a search using another method. Some applicants who did not search for a COS gave reasons for their choice of outcomes including taking advice from patients and the public and choosing outcomes used in previous trials. Conclusion A funding body can have an impact on COS uptake by encouraging trialists to search for a COS. Funders could take further steps by putting processes in place to prompt applicants to be explicit about searching for COS in their application and notifying the funding board if a search has not taken place. The sources of information used by trialists to make decisions about outcomes in the absence of COS may suggest methods of dissemination for COS.

Study investigates whether industry involvement in biomedical research affects trial design. A reduced use of active controls (such as alternate treatment or standard care) was found in trials with industry involvement, which can have the side effect of making results look more favourable than they actually are.

Sanctions place "invisible barriers" for research by limiting access to necessary resources and curtailing their effective use. This paper presents a national survey of Sudanese academics focused on the impact of 20 years of economic sanctions. It identifies key areas that have been impacted by international sanctions, and highlights how the impact on academia is likely to persist long after they are formally lifted.

Engineering remains the least gender diverse of the science, technology, engineering and mathematics fields. Chemical engineering (ChE) and electrical engineering (EE) are exemplars of relatively high and low gender diversity, respectively. Here, we investigate departmental, institutional, and regional factors associated with gender diversity among BS graduates within the US, 2010-2016. For both fields, gender diversity was significantly higher at private institutions (p < 1x10-6) and at historically black institutions (p < 1x10-5). No significant association was observed with gender diversity among tenure-track faculty, PhD-granting status, and variations in departmental name beyond the standard "chemical engineering" or "electrical engineering". Gender diversity among EE graduates was significantly decreased (p = 8x10-5) when a distinct degree in computer engineering was available; no such association was observed between ChE gender diversity and the presence of biology-associated degrees. States with a highly gender diverse ChE workforce had a significantly higher degree of gender diversity among BS graduates (p = 3x10-5), but a significant association was not observed for EE. State variation in funding of support services for K-12 pupils significantly impacted gender diversity of graduates in both fields (p < 1x10-3), particularly in regards to instructional staff support (p < 5x10-4). Nationwide, gender diversity could not be concluded to be either significantly increasing or significantly decreasing for either field.

A recent study finds a strong correlation between university revenues and their volume of publications and (field-normalized) citations. These results demonstrate empirically that international rankings are by and large richness measures and, therefore, can be interpreted only by introducing a measure of resources.

Grants are becoming a more common component of a faculty candidate’s resume for biomedical faculty positions.

This study investigates and compares the systematic search qualities of 28 widely used academic search systems, including Google Scholar, PubMed and Web of Science.

Peer review is embedded in the core of our scholarly knowledge generation systems, conferring legitimacy on research while distributing academic capital and prestige on individuals. Despite its critical importance, it curiously remains poorly understood in a number of dimensions.

This study analyses OA papers over time. Given existing trends, the authors estimate that by 2025, the declining relevance of closed access articles is likely to change the landscape of scholarly communication in the years to come.

Numerous recommendations and guidelines aim to improve the quality, timeliness and transparency of medical publications. However, these guidelines use ambiguous language that can be challenging to interpret, particularly for speakers of English as a second language. Cultural expectations within the Asia-Pacific region raise additional challenges and several studies have suggested that awareness and application of ethical publication practices in the Asia-Pacific region is relatively low compared with other regions. However, guidance on applying ethical publication practice guidelines in the Asia-Pacific region is lacking. This commentary aims to improve publication practices in the Asia-Pacific region by providing guidance on applying the 10 principles of the Good Publication Practice 3 (GPP3) guidelines and the International Committee of Medical Journal Editors (ICMJE) criteria for authorship. Recommendations are provided for encore presentations, applying the ICMJE authorship criteria in the context of regional cultural expectations, and the role of study sponsors and professional medical writers. Ongoing barriers to compliance with guidelines are also highlighted, and additional guidance is provided to support authors submitting manuscripts for publication. The roles of regional journals, regulatory authorities and professional bodies in improving practices are also discussed.

A new report draws on contributions from more than 3,700 researchers to look at the current research landscape in the UK, including systems of research assessment, and to look ahead at how it may change over the next five to ten years.

The rhetoric of "excellence" is pervasive across the academy. It is used to refer to research outputs as well as researchers, theory and education, individuals and organizations, from art history to zoology. But does "excellence" actually mean anything?

A new report summarises the results of a survey of European research funders on Open Access and Research Data policies, commissioned by SPARC Europe.