Abstract:It is acknowledged that conducting open research requires additional time and effort compared to conducting ‘closed’ research. However, this additional work is often discussed only in abstract terms, a discourse which ignores the practicalities of how researchers are expected to find the time to engage with these practices in the context of their broader role as multifaceted academics. In the context of a sector that is blighted by stress, burnout, untenable workloads, and hyper-competitive pressures to produc… Show more
“…This shift deserves a celebration of the long-term work of the global open science movement, such that the motivation and benefits of open science are understood by researchers. Now, what is missing is how researchers can learn the skills to reap those benefits while continuing their disciplinary work and achieving a work-life balance (Hostler 2023). Even if open science practices will eventually make researchers more efficient, the learning curve may require an unacceptably high investment of time and effort that is unfeasible without paid time across career stages.…”
Section: Broadening Participation In Marine Open Data Sciencementioning
Open science is a global movement happening across all research fields. Enabled by technology and the open web, it builds on years of efforts by individuals, grassroots organizations, institutions, and agencies. The goal is to share knowledge and broaden participation in science, from early ideation to making research outputs openly accessible to all (open access). With an emphasis on transparency and collaboration, the open science movement dovetails with efforts to increase diversity, equity, inclusion, and belonging in science and society. The US Biden–Harris Administration and many other US government agencies have declared 2023 the Year of Open Science, providing a great opportunity to boost participation in open science for the oceans. For researchers day-to-day, open science is a critical piece of modern analytical workflows with increasing amounts of data. Therefore, we focus this article on open data science—the tooling and people enabling reproducible, transparent, inclusive practices for data-intensive research—and its intersection with the marine sciences. We discuss the state of various dimensions of open science and argue that technical advancements have outpaced our field's culture change to incorporate them. Increasing inclusivity and technical skill building are interlinked and must be prioritized within the marine science community to find collaborative solutions for responding to climate change and other threats to marine biodiversity and society. Expected final online publication date for the Annual Review of Marine Science, Volume 16 is January 2024. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.
“…This shift deserves a celebration of the long-term work of the global open science movement, such that the motivation and benefits of open science are understood by researchers. Now, what is missing is how researchers can learn the skills to reap those benefits while continuing their disciplinary work and achieving a work-life balance (Hostler 2023). Even if open science practices will eventually make researchers more efficient, the learning curve may require an unacceptably high investment of time and effort that is unfeasible without paid time across career stages.…”
Section: Broadening Participation In Marine Open Data Sciencementioning
Open science is a global movement happening across all research fields. Enabled by technology and the open web, it builds on years of efforts by individuals, grassroots organizations, institutions, and agencies. The goal is to share knowledge and broaden participation in science, from early ideation to making research outputs openly accessible to all (open access). With an emphasis on transparency and collaboration, the open science movement dovetails with efforts to increase diversity, equity, inclusion, and belonging in science and society. The US Biden–Harris Administration and many other US government agencies have declared 2023 the Year of Open Science, providing a great opportunity to boost participation in open science for the oceans. For researchers day-to-day, open science is a critical piece of modern analytical workflows with increasing amounts of data. Therefore, we focus this article on open data science—the tooling and people enabling reproducible, transparent, inclusive practices for data-intensive research—and its intersection with the marine sciences. We discuss the state of various dimensions of open science and argue that technical advancements have outpaced our field's culture change to incorporate them. Increasing inclusivity and technical skill building are interlinked and must be prioritized within the marine science community to find collaborative solutions for responding to climate change and other threats to marine biodiversity and society. Expected final online publication date for the Annual Review of Marine Science, Volume 16 is January 2024. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.
“…The practice of OS requires more work and time compared to closed science (Hostler, 2023). New skills and knowledge need to be acquired and the research process involves additional steps, such as pre-registration, data and code cleaning, and additional administration (e.g., drafting openness agreements Hostler, 2023).…”
Section: Practicing Os Leads To Higher Workload ( )mentioning
Practicing open science can have benefits for the career prospects of individual researchers or labs through higher quality work and increased chances of publication. However, being an outspoken advocate of open science might also indirectly benefit individual scientific careers, in the form of status in a scientific community, decisions for tenure, and eligibility for certain kinds of funding. Therefore, it may be profitable for individual labs to appear to engage in open science practices, without actually putting in the associated effort or doing only the bare minimum. In this article, we explore two types of academic behavior through a dynamic computational model (cf. Smaldino & Mcelreath,2016) of an academic community that rewards open science: (1) practicing open science and/or (2) advocating open science. Crossing these two types of behavior leads to four different kinds of labs and we examine which of them thrive in this academic community. We found that labs that practice and advocate open science dominate in a scientific community that values open science. Implications of the model results are discussed.
“…Nevertheless, there are currently no formalised processes to acknowledge and credit these non-article research objects (Himanen et al, 2023;Vasilevsky et al, 2021). A new focus on these research outputs also risks increasing the number of dimensions on which individuals contributing to research are assessed (Himanen et al, 2023;Hostler, 2023). Furthermore, as long as the focus of research evaluation remains on outputs, research assessment will continue to fail to capture essential contributions to the research process that are less tangible, such as interpersonal skills involved in mentoring and community/project management.…”
Section: Limitations Of Credit For Team Infrastructure Rolesmentioning
confidence: 99%
“…On the other hand, other roles may not want this formal recognition because they lack the control over the article after their work is complete (see Matarese & Shashok, 2019 that describe the concerns that editors and translators may have about the quality of their contributions when changes occur during the writing process without their explicit approval). This more tailored assessment of individuals contributing to research may also dispel the idea that each individual has to excel in all research contributions (Himanen et al, 2023;Hostler, 2023), and would allow specialisation and development of expertise that would benefit research teams in tackling more complex research challenges.…”
Scientific research is increasingly reliant on larger teams with diverse skills and expertise. As a result, Team Infrastructure Roles (TIRs, Bennett et al. 2023) have gained prominence in research. These roles include Lab Technicians, Project Managers, Data Stewards, Research Community Managers, and Research Software Engineers. These specialised roles are key to the success of large research projects, and their expertise may contribute to enhancing the transparency of the research process. Yet, the current focus in research assessment on publications inadvertently sidelines supporting contributions of TIRs that may not translate directly into authorship on publications. TIR contributions are therefore invisible in research assessment if the focus remains on publications, even when contribution roles are described by the CRediT taxonomy. CRediT is a step forward as it allows for a more transparent recording of contributions, but only for a limited range of research outputs. Contributorship on tangible research outputs, while more transparent, is therefore still insufficient to evaluate all research contributions. The current research assessment system needs to be reimagined so that the entire spectrum of research activities and contributions to the research process are valued.
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