open science

开放科学
  • 文章类型: Journal Article
    开放科学(OS)的目标,在某种程度上,推动学术研究产生更大的社会影响。政府,资助者和机构政策指出,它应该进一步使研究民主化,提高学习和认识,基于证据的决策,研究与社会问题的相关性,和公众对研究的信任。然而,衡量操作系统的社会影响已被证明具有挑战性,并缺乏综合证据。本研究通过系统地界定由操作系统及其各个方面驱动的社会影响的现有证据,填补了这一空白。包括公民科学(CS),开放式访问(OA),开路/FAIR数据(OFD);开放代码/软件和其他。使用PRISMA扩展在WebofScience中进行的范围审查和搜索,Scopus和相关的灰色文献,我们确定了196项包含社会影响证据的研究.大多数人关注CS,一些人专注于OA,只有少数涉及其他方面。发现的关键影响领域是教育和意识,气候与环境,和社会参与。我们没有发现文献记录OFD的社会影响的证据和有限的社会影响在政策方面的证据,健康,对学术研究的信任。我们的研究结果表明,迫切需要更多的证据,并提出了实际和政策含义。
    Open Science (OS) aims, in part, to drive greater societal impact of academic research. Government, funder and institutional policies state that it should further democratize research and increase learning and awareness, evidence-based policy-making, the relevance of research to society\'s problems, and public trust in research. Yet, measuring the societal impact of OS has proven challenging and synthesized evidence of it is lacking. This study fills this gap by systematically scoping the existing evidence of societal impact driven by OS and its various aspects, including Citizen Science (CS), Open Access (OA), Open/FAIR Data (OFD), Open Code/Software and others. Using the PRISMA Extension for Scoping Reviews and searches conducted in Web of Science, Scopus and relevant grey literature, we identified 196 studies that contain evidence of societal impact. The majority concern CS, with some focused on OA, and only a few addressing other aspects. Key areas of impact found are education and awareness, climate and environment, and social engagement. We found no literature documenting evidence of the societal impact of OFD and limited evidence of societal impact in terms of policy, health, and trust in academic research. Our findings demonstrate a critical need for additional evidence and suggest practical and policy implications.
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  • 文章类型: Journal Article
    许多干预措施,尤其是那些与开放科学有关的,已经被提出来提高科学的可重复性。这些命题在多大程度上基于经验评估的科学证据尚不清楚。
    主要目标是确定已正式研究过的开放科学干预措施对可重复性和可复制性的影响。次要目标是列出报告的任何促进者或障碍,并确定证据中的差距。
    我们将通过使用电子书目数据库进行广泛搜索,广泛的互联网搜索,并联系再现性领域的专家,可复制性,开放科学将选择任何调查干预措施对研究的可重复性和可复制性的影响的研究,包括那些额外调查干预措施实施和有效性的驱动因素和障碍的研究。研究将首先通过标题和摘要(如果可用)选择,然后由至少两名独立审稿人阅读全文。我们将使用范围审查和证据差距映射方法分析现有的科学证据。
    结果将在交互式证据图中呈现,在叙事综合中总结,并作为后续研究的输入。
    此协议已在OSF上根据doihttps://doi.org/10.17605/OSF预先注册。IO/D65YS。
    UNASSIGNED: Many interventions, especially those linked to open science, have been proposed to improve reproducibility in science. To what extent these propositions are based on scientific evidence from empirical evaluations is not clear.
    UNASSIGNED: The primary objective is to identify Open Science interventions that have been formally investigated regarding their influence on reproducibility and replicability. A secondary objective is to list any facilitators or barriers reported and to identify gaps in the evidence.
    UNASSIGNED: We will search broadly by using electronic bibliographic databases, broad internet search, and contacting experts in the field of reproducibility, replicability, and open science. Any study investigating interventions for their influence on the reproducibility and replicability of research will be selected, including those studies additionally investigating drivers and barriers to the implementation and effectiveness of interventions. Studies will first be selected by title and abstract (if available) and then by reading the full text by at least two independent reviewers. We will analyze existing scientific evidence using scoping review and evidence gap mapping methodologies.
    UNASSIGNED: The results will be presented in interactive evidence maps, summarized in a narrative synthesis, and serve as input for subsequent research.
    UNASSIGNED: This protocol has been pre-registered on OSF under doi https://doi.org/10.17605/OSF.IO/D65YS.
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  • 文章类型: Journal Article
    Open science (OS) awareness and skills are increasingly becoming an essential part of everyday scientific work as e.g., many journals require authors to share data. However, following an OS workflow can seem challenging at first. Thus, instructions by journals and other guidelines are important. But how comprehensive are they in the field of ecology and evolutionary biology (Ecol Evol)? To find this out, we reviewed 20 published OS guideline articles aimed for ecologists or evolutionary biologists, together with the data policies of 17 Ecol Evol journals to chart the current landscape of OS guidelines in the field, find potential gaps, identify field-specific barriers for OS and discuss solutions to overcome these challenges. We found that many of the guideline articles covered similar topics, despite being written for a narrow field or specific target audience. Likewise, many of the guideline articles mentioned similar obstacles that could hinder or postpone a transition to open data sharing. Thus, there could be a need for a more widely known, general OS guideline for Ecol Evol. Following the same guideline could also enhance the uniformity of the OS practices carried on in the field. However, some topics, like long-term experiments and physical samples, were mentioned surprisingly seldom, although they are typical issues in Ecol Evol. Of the journals, 15 out of 17 expected or at least encouraged data sharing either for all articles or under specific conditions, e.g. for registered reports and 10 of those required data sharing at the submission phase. The coverage of journal data policies varied greatly between journals, from practically non-existing to very extensive. As journals can contribute greatly by leading the way and making open data useful, we recommend that the publishers and journals would invest in clear and comprehensive data policies and instructions for authors.
    Avoimen tieteen ymmärrys ja taitojen hallinta on yhä tärkeämpi osa tutkijan arkea, sillä esimerkiksi monet tieteelliset lehdet odottavat aineiston avointa jakamista. Avoimen tieteen työtapojen noudattaminen voi kuitenkin tuntua alkuun haastavalta, minkä vuoksi esimerkiksi tieteellisten lehtien ja muiden tahojen laatimat ohjeet ovat tärkeitä. Mutta kuinka kattavia ne ovat ekologian ja evoluutiobiologian alalla? Kävimme läpi 20 julkaistua ekologeille tai evoluutiobiologeille suunnattua avoimen tieteen ohjeistusta sekä 17 ekologian ja evoluutiobiologian tieteellisen lehden datakäytännöt, tarkoituksenamme kartoittaa alojen avoimen tieteen ohjeiden nykytilaa, löytää mahdollisia puutteita, tunnistaa alakohtaisia esteitä avoimen tieteen käytäntöjen toteutumiselle sekä keskustella ratkaisuista, joilla nämä haasteet voitaisiin ratkaista. Havaitsimme, että monet ohjeistukset käsittelivät samankaltaisia aiheita, vaikka ne oli tarkoitettu kapealle erityisalalle tai suunnattu hyvin rajoitetulle kohderyhmälle. Samoin monissa ohjeistuksissa mainittiin samankaltaisia aineistojen avoimen jakamisen hidastamista tai estämistä aiheuttavia haasteita. Toiset aiheet, kuten pitkäaikaiskokeet ja fyysiset näytteet, sen sijaan mainittiin yllättävän harvoin, vaikka niissä on tyypillisiä ekologian ja evoluutiobiologian alojen haasteita. Tieteellisistä lehdistä 15:ssä 17:sta vaadittiin tai vähintään kannustettiin jakamaan aineisto avoimesti joko kaikkien artikkelien osalta tai tietyin edellytyksin, esim. rekisteröityjen tutkimusraporttien osalta. Lisäksi 10 näistä lehdistä edellytti aineiston avointa jakamista jo submittointivaiheessa. Tieteellisten lehtien aineisto‐ohjeiden kattavuus vaihteli suuresti lehtien välillä, käytännössä olemattomasta hyvin laajaan. Koska tieteellisillä lehdillä on suuri vaikutusvalta avoimen tieteen käytäntöjen edistämiseen, suosittelemme kustantajia ja lehtiä panostamaan selkeisiin ja kattaviin aineistolinjauksiin ja ohjeistuksiin.
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  • 文章类型: Journal Article
    背景:作为系统评价(SRs)为医疗保健决策提供信息,关键是他们解决相关问题并使用严格的方法。SR协议的注册有助于研究人员确定未来审查的相关主题,并旨在防止偏见和重复劳动。然而,大多数SR协议目前未注册,尽管它的意义。为了指导未来的建议,以加强SR的预先注册,重要的是要全面了解研究界的观点。因此,本研究旨在考察研究人员对前瞻性SR注册的经验和影响因素(障碍和促进因素),同行审稿人和期刊编辑。
    方法:将两个不同的调查分发给两组:研究人员和期刊编辑都是从现有的SR样本中确定的。表示已对SR进行同行评审的研究人员也对他们作为同行评审员的观点进行了调查。实施研究综合框架(CFIR)为调查设计和分析提供了信息。从研究人员的角度共享和独特的子主题,确定了同行评审员和期刊编辑,并将其链接到SR注册过程(创新),对团队来说,组织(内部设置)和(内部)国家研究社区(外部设置),以及研究人员的特点,同行审稿人或期刊编辑(个人)。
    结果:研究人员的调查应答率为65/727(9%),其中37人是同行评议者,期刊编辑为22/308(7%)。大多数受访者(n=76,94%)熟悉SR协议注册,81%的研究人员注册了最少一个SR协议。共享SR注册过程的子主题是SR协议注册的重要性和优势,以及沉重的行政负担等障碍。关于以期刊流程为中心的内部和外部设置的共享子主题,外部标准和时间。共享的个人因素是知识,技能和意识。
    结论:大多数受访者熟悉SR协议注册,并对此持积极态度。这项研究确定了次优的配准过程,行政负担和缺乏强制性SR协议注册作为障碍。通过克服这些障碍,SR协议注册可以更有效地促进开放科学的目标。
    背景:osf.io/gmv6z。
    As systematic reviews (SRs) inform healthcare decisions, it is key that they address relevant questions and use rigorous methodology. Registration of SR protocols helps researchers identify relevant topics for future reviews and aims to prevent bias and duplication of effort. However, most SRs protocols are currently not registered, despite its significance. To guide future recommendations to enhance preregistration of SRs, it is important to gain a comprehensive understanding of the perspectives within the research community. Therefore, this study aims to examine the experiences with and factors of influence (barriers and facilitators) on prospective SR registration amongst researchers, peer reviewers and journal editors.
    Two different surveys were distributed to two groups: researchers and journal editors both identified from an existing sample of SRs. Researchers who indicated to have peer reviewed a SR were surveyed on their perspectives as peer reviewers as well. Survey design and analysis were informed by the Consolidated Framework for Implementation Research (CFIR). Shared and unique subthemes from the perspectives of researchers, peer reviewers and journal editors were identified and linked to the SR registration process (Innovation), to team, organisation (Inner setting) and (inter)national research community (Outer setting), and to characteristics of researchers, peer reviewers or journal editors (Individuals).
    The survey\'s response rates were 65/727 (9%) for researchers, of which 37 were peer reviewers, and 22/308 (7%) for journal editors. Most respondents (n = 76, 94%) were familiar with SR protocol registration and 81% of researchers had registered minimally one SR protocol. Shared SR registration process subthemes were the importance and advantages of SR protocol registration, as well as barriers such as a high administrative burden. Shared subthemes regarding the inner and outer setting centred on journal processes, external standards and time. Shared individual factors were knowledge, skills and awareness.
    The majority of the respondents were familiar with SR protocol registration and had a positive attitude towards it. This study identified suboptimal registration process, administrative burden and lack of mandatory SR protocol registration as barriers. By overcoming these barriers, SR protocol registration could contribute more effectively to the goals of open science.
    osf.io/gmv6z.
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  • 文章类型: Journal Article
    科学记者具有独特的优势,可以通过对研究结果进行背景化和交流来提高开放科学的社会影响,以突出其对非专业受众的相关性和影响。通过参与和覆盖开放的研究成果,记者可以帮助调整开放的理想,透明度,以及对更广泛的公共领域及其民主潜力的问责。然而,目前还不清楚记者在报道中使用公开研究成果的程度,哪些因素激励或限制了这种使用,以及在COVID-19大流行期间最近公开发表的研究激增如何影响了开放科学和科学新闻之间的关系。因此,这篇文献综述考察了记者对开放研究产出的使用,特别是开放获取出版物和预印本。我们关注2018年以来发表的文献,特别是与COVID-19大流行有关的文献,但也包括搜索日期以外的开创性文章。我们发现,尽管记者有可能充当开放获取知识的关键经纪人,由于过度依赖传统的科学质量评估标准;对开放研究产出的可信性的担忧;以及使用和验证研究结果的挑战,阻碍了他们对开放研究产出的使用。我们还发现,虽然新冠肺炎疫情鼓励记者探索预印本等公开研究成果,这些探索将在多大程度上成为既定的新闻实践仍不清楚。此外,我们注意到,目前的研究绝大多数是关于全球北方的,特别是美国。最后,鉴于这方面研究的缺乏,最后,我们提出了关于公平和多样性问题的未来研究建议,更明确地研究开放科学和科学新闻的交叉点。
    Science journalists are uniquely positioned to increase the societal impact of open research outputs by contextualizing and communicating findings in ways that highlight their relevance and implications for non-specialist audiences. Yet, it is unclear to what degree journalists use open research outputs, such as open access publications or preprints, in their reporting; what factors motivate or constrain this use; and how the recent surge in openly available research seen during the COVID-19 pandemic has affected this. This article examines these questions through a review of relevant literature published from 2018 onwards-particularly literature relating to the COVID-19 pandemic-as well as seminal articles outside the search dates. We find that research that explicitly examines journalists\' engagement with open access publications or preprints is scarce, with existing literature mostly addressing the topic tangentially or as a secondary concern, rather than a primary focus. Still, the limited body of evidence points to several factors that may hamper journalists\' use of these outputs and thus warrant further exploration. These include an overreliance on traditional criteria for evaluating scientific quality; concerns about the trustworthiness of open research outputs; and challenges using and verifying the findings. We also find that, while the COVID-19 pandemic encouraged journalists to explore open research outputs such as preprints, the extent to which these explorations will become established journalistic practices remains unclear. Furthermore, we note that current research is overwhelmingly authored and focused on the Global North, and the United States specifically. We conclude with recommendations for future research that attend to issues of equity and diversity, and more explicitly examine the intersections of open access and science journalism.
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  • 文章类型: Journal Article
    代码审查增加了可靠性并提高了研究的可重复性。因此,代码审查是软件开发中不可避免的一步,在计算机科学等领域很常见。然而,尽管它很重要,代码审查在生态学和进化生物学方面明显缺乏。这是有问题的,因为它促进了编码错误的传播以及所公布结果的再现性和可靠性的降低。为了解决这个问题,我们提供了关于如何有效地审查代码的详细评论,如何设置您的项目,使这种形式的审查和详细说明其可能的实施在整个研究过程中的几个阶段。本指南作为代码审查的入门,采纳这里的原则和建议将大大促进更加开放,可靠,透明的生态学和进化生物学。
    Code review increases reliability and improves reproducibility of research. As such, code review is an inevitable step in software development and is common in fields such as computer science. However, despite its importance, code review is noticeably lacking in ecology and evolutionary biology. This is problematic as it facilitates the propagation of coding errors and a reduction in reproducibility and reliability of published results. To address this, we provide a detailed commentary on how to effectively review code, how to set up your project to enable this form of review and detail its possible implementation at several stages throughout the research process. This guide serves as a primer for code review, and adoption of the principles and advice here will go a long way in promoting more open, reliable, and transparent ecology and evolutionary biology.
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  • 文章类型: Systematic Review
    背景:心血管疾病每年在全球造成1790万人死亡。已经收集了许多研究数据集来回答有关心脏代谢健康与加速度计测量的身体活动之间的关系的问题。此范围审查旨在绘制已收集加速度计测量的身体活动和心脏代谢健康标记的可用数据集。然后,这些数据被用来为公共可用资源的开发提供信息,全球身体活动数据集(GPAD)目录。
    目的:这篇综述旨在通过观察性或介入性研究设计,系统地识别使用加速度计和心脏代谢健康标志物测量身体活动的数据集。
    方法:数据库,审判登记处,和灰色文献(从2021年2月开始;从2021年2月到2022年9月更新搜索)进行了系统搜索,以确定分析身体活动和心脏代谢健康结果数据集的研究.有资格被列入名单,数据集必须在≥18岁的成年人中使用加速度测量设备测量身体活动;样本量>400名参与者(除非在样本量阈值降低到100的低收入和中等收入国家招募的参与者);使用观察,纵向,或基于试验的研究设计;并收集至少1个心脏代谢健康标志物(除非仅测量体重)。两名评审员筛选了搜索结果,以确定符合条件的研究,从这些,记录每个数据集的唯一名称,每个数据集的特征都是从几个来源提取的。
    结果:共确定了17,391份研究报告,经过筛选,319是合格的,这些研究报告中的122个独特数据集符合审查纳入标准.数据集分布在五大洲的49个国家,欧洲最发达(n=53),非洲和大洋洲最少(分别为n=4和n=3)。最常见的加速度品牌和设备佩戴位置是Actigraph和腰部,分别。身高和体重是数据集中最常测量的心脏代谢健康标记(119/122,97.5%数据集),其次是血压(82/122,67.2%数据集)。所包括的数据集中的参与者数量从103,712到120不等。一旦审查过程完成,GPAD目录已开发为容纳所有已识别的数据集。
    结论:这篇综述确定并绘制了来自世界各地的数据集的内容,这些数据集收集了可能可协调的加速度计测量的身体活动和心脏代谢健康标记。GPAD目录是根据本评论的结果开发的基于网络的开源资源,其目的是促进数据集的统一,以产生证据,减少缺乏身体活动的疾病负担。
    Cardiovascular disease accounts for 17.9 million deaths globally each year. Many research study data sets have been collected to answer questions regarding the relationship between cardiometabolic health and accelerometer-measured physical activity. This scoping review aimed to map the available data sets that have collected accelerometer-measured physical activity and cardiometabolic health markers. These data were then used to inform the development of a publicly available resource, the Global Physical Activity Data set (GPAD) catalogue.
    This review aimed to systematically identify data sets that have measured physical activity using accelerometers and cardiometabolic health markers using either an observational or interventional study design.
    Databases, trial registries, and gray literature (inception until February 2021; updated search from February 2021 to September 2022) were systematically searched to identify studies that analyzed data sets of physical activity and cardiometabolic health outcomes. To be eligible for inclusion, data sets must have measured physical activity using an accelerometric device in adults aged ≥18 years; a sample size >400 participants (unless recruited participants in a low- and middle-income country where a sample size threshold was reduced to 100); used an observational, longitudinal, or trial-based study design; and collected at least 1 cardiometabolic health marker (unless only body mass was measured). Two reviewers screened the search results to identify eligible studies, and from these, the unique names of each data set were recorded, and characteristics about each data set were extracted from several sources.
    A total of 17,391 study reports were identified, and after screening, 319 were eligible, with 122 unique data sets in these study reports meeting the review inclusion criteria. Data sets were found in 49 countries across 5 continents, with the most developed in Europe (n=53) and the least in Africa and Oceania (n=4 and n=3, respectively). The most common accelerometric brand and device wear location was Actigraph and the waist, respectively. Height and body mass were the most frequently measured cardiometabolic health markers in the data sets (119/122, 97.5% data sets), followed by blood pressure (82/122, 67.2% data sets). The number of participants in the included data sets ranged from 103,712 to 120. Once the review processes had been completed, the GPAD catalogue was developed to house all the identified data sets.
    This review identified and mapped the contents of data sets from around the world that have collected potentially harmonizable accelerometer-measured physical activity and cardiometabolic health markers. The GPAD catalogue is a web-based open-source resource developed from the results of this review, which aims to facilitate the harmonization of data sets to produce evidence that will reduce the burden of disease from physical inactivity.
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  • 文章类型: Review
    简介:重复性是研究的核心租户。我们旨在综合有关可重复性的文献,并描述其流行病学特征,包括如何定义和评估再现性。我们还旨在确定和比较不同领域的可重复性估计值。
    方法:我们进行了范围审查,以确定2018-2019年间发表的经济学英语语言复制研究,教育,心理学,健康科学和生物医学。我们搜查了Medline,Embase,PsycINFO,护理和相关健康文献的累积指数-CINAHL,通过EBSCOHost的教育来源,ERIC,EconPapers,国际社会科学参考书目(IBSS),还有EconLit.根据我们的纳入标准,对检索到的文件进行一式两份的筛选。我们提取了出版年份,作者数量,通讯作者的所属国家,以及这项研究是否得到资助。对于单个复制研究,我们记录了是否使用了复制研究的注册方案,复制团队和原作者之间是否有联系,使用了什么研究设计,以及主要结果是什么。最后,我们记录了作者如何定义可重复性,以及根据此定义评估的研究是否成功复制。提取由单个审阅者完成,并且质量由第二审阅者控制。
    结果:我们的搜索确定了11,224个独特的文档,其中47人被纳入本次审查。大多数研究与心理学(48.6%)或健康科学(23.7%)有关。在这47份文件中,36描述了单个再现性研究,而其余11在同一篇论文中报道了至少两个再现性研究。不到一半的研究涉及注册协议。重复性成功的定义存在差异。总的来说,在47份文件中,共报告了177项研究。根据每个研究的作者使用的定义,177项研究中有95项(53.7%)重复。
    结论:本研究概述了五个学科的研究,这些学科明确地重复了以前的研究。这样的可重复性研究非常稀缺,成功复制的研究的定义是模糊的,再现率总体适中。
    资金:这项工作没有收到外部资金。
    Reproducibility is a central tenant of research. We aimed to synthesize the literature on reproducibility and describe its epidemiological characteristics, including how reproducibility is defined and assessed. We also aimed to determine and compare estimates for reproducibility across different fields.
    We conducted a scoping review to identify English language replication studies published between 2018 and 2019 in economics, education, psychology, health sciences, and biomedicine. We searched Medline, Embase, PsycINFO, Cumulative Index of Nursing and Allied Health Literature - CINAHL, Education Source via EBSCOHost, ERIC, EconPapers, International Bibliography of the Social Sciences (IBSS), and EconLit. Documents retrieved were screened in duplicate against our inclusion criteria. We extracted year of publication, number of authors, country of affiliation of the corresponding author, and whether the study was funded. For the individual replication studies, we recorded whether a registered protocol for the replication study was used, whether there was contact between the reproducing team and the original authors, what study design was used, and what the primary outcome was. Finally, we recorded how reproducibilty was defined by the authors, and whether the assessed study(ies) successfully reproduced based on this definition. Extraction was done by a single reviewer and quality controlled by a second reviewer.
    Our search identified 11,224 unique documents, of which 47 were included in this review. Most studies were related to either psychology (48.6%) or health sciences (23.7%). Among these 47 documents, 36 described a single reproducibility study while the remaining 11 reported at least two reproducibility studies in the same paper. Less than the half of the studies referred to a registered protocol. There was variability in the definitions of reproduciblity success. In total, across the 47 documents 177 studies were reported. Based on the definition used by the author of each study, 95 of 177 (53.7%) studies reproduced.
    This study gives an overview of research across five disciplines that explicitly set out to reproduce previous research. Such reproducibility studies are extremely scarce, the definition of a successfully reproduced study is ambiguous, and the reproducibility rate is overall modest.
    No external funding was received for this work.
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  • 文章类型: Journal Article
    近年来,科学界呼吁提高可信度,研究的稳健性和可重复性,以增加兴趣和促进公开透明的研究实践为特征。虽然取得了积极进展,缺乏考虑如何将这种方法嵌入本科和研究生研究培训中。具体来说,需要对研究整合开放和可重复科学如何影响学生成绩的文献进行批判性概述。在本文中,我们提供了有关将开放和可复制的奖学金整合到教学和学习中及其在学生中的相关成果的文献的第一个批判性审查。我们的评论强调了如何嵌入开放和可重复的奖学金似乎与(i)学生的科学素养(即学生对开放研究的理解,科学的消费和可转移技能的发展);(ii)学生参与(即学习的动机和参与,合作和参与开放研究)和(iii)学生对科学的态度(即对科学的信任和对研究结果的信心)。然而,我们的审查还确定了在教学研究中需要更强大和严格的方法,包括更多的教学实践的干预性和实验性评价。我们讨论了对教学和学习奖学金的影响。
    In recent years, the scientific community has called for improvements in the credibility, robustness and reproducibility of research, characterized by increased interest and promotion of open and transparent research practices. While progress has been positive, there is a lack of consideration about how this approach can be embedded into undergraduate and postgraduate research training. Specifically, a critical overview of the literature which investigates how integrating open and reproducible science may influence student outcomes is needed. In this paper, we provide the first critical review of literature surrounding the integration of open and reproducible scholarship into teaching and learning and its associated outcomes in students. Our review highlighted how embedding open and reproducible scholarship appears to be associated with (i) students\' scientific literacies (i.e. students\' understanding of open research, consumption of science and the development of transferable skills); (ii) student engagement (i.e. motivation and engagement with learning, collaboration and engagement in open research) and (iii) students\' attitudes towards science (i.e. trust in science and confidence in research findings). However, our review also identified a need for more robust and rigorous methods within pedagogical research, including more interventional and experimental evaluations of teaching practice. We discuss implications for teaching and learning scholarship.
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