Open science practices

  • 文章类型: Journal Article
    这篇教育文章探讨了开放科学实践与传统,互补,和综合医学(TCIM),阐明开放科学对发展的潜在好处和挑战,传播,并实施基于证据的TCIM。我们强调医学科学向开放和协作实践的转型转变,强调开放科学在TCIM研究中的应用有限,尽管它越来越被患者接受。我们定义了开放的科学实践,并讨论了适用于TCIM的实践,包括:研究登记;报告指南;数据,代码和材料共享;预印;出版开放存取;和再现性/复制研究。我们探索开放科学在TCIM中的好处,跨越提高研究质量,公众信任度提高,加速创新,加强循证决策。我们也承认数据隐私问题等挑战,资源有限,以及对文化变革的抵制。我们提出了克服这些挑战的策略,包括道德准则,教育计划,资金宣传,跨学科对话,和病人的参与。展望未来,我们设想TCIM中开放科学的成熟,制定TCIM特定的开放科学实践指南,数据共享平台的进步,在TCIM研究中整合开放数据和人工智能,以及政策和监管背景下的变化。我们预见未来TCIM的开放科学会带来更好的证据基础,明智的决策,跨学科合作,以及对医疗保健和研究方法的变革性影响,强调开放科学和TCIM之间有希望的整体协同作用,基于证据的医疗保健解决方案。
    This educational article explores the convergence of open science practices and traditional, complementary, and integrative medicine (TCIM), shedding light on the potential benefits and challenges of open science for the development, dissemination, and implementation of evidence-based TCIM. We emphasize the transformative shift in medical science towards open and collaborative practices, highlighting the limited application of open science in TCIM research despite its growing acceptance among patients. We define open science practices and discuss those that are applicable to TCIM, including: study registration; reporting guidelines; data, code and material sharing; preprinting; publishing open access; and reproducibility/replication studies. We explore the benefits of open science in TCIM, spanning improved research quality, increased public trust, accelerated innovation, and enhanced evidence-based decision-making. We also acknowledge challenges such as data privacy concerns, limited resources, and resistance to cultural change. We propose strategies to overcome these challenges, including ethical guidelines, education programs, funding advocacy, interdisciplinary dialogue, and patient engagement. Looking to the future, we envision the maturation of open science in TCIM, the development of TCIM-specific guidelines for open science practices, advancements in data sharing platforms, the integration of open data and artificial intelligence in TCIM research, and changes in the context of policy and regulation. We foresee a future where open science in TCIM leads to a better evidence base, informed decision-making, interdisciplinary collaboration, and transformative impacts on healthcare and research methodologies, highlighting the promising synergy between open science and TCIM for holistic, evidence-based healthcare solutions.
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  • 文章类型: Journal Article
    开放的研究实践旨在提高研究的透明度和可重复性。虽然有证据表明这些做法的吸收增加,如研究预注册和开放数据,在新的基础设施和政策的推动下,很少有研究评估心理学大学研究人员对此类实践的普遍接受。目前的研究估计心理学家参与开放研究实践在英国和爱尔兰的大学的水平,同时评估可能影响他们参与的可能的解释因素。数据来自英国和爱尔兰的602名心理学研究人员,他们在多大程度上实施了各种实践(例如,使用预印本,预注册,打开数据,开放材料)。在这里,我们给出了总结的描述性结果,以及考虑不同类别的研究人员之间的差异(例如,职业生涯阶段,分支学科,方法论),并检查研究人员的实践与他们自我报告的能力之间的关系,机会,和动机(COM-B)从事开放式研究实践。结果表明,虽然开放研究实践的参与存在相当大的差异,相比之下,不同职业阶段和心理学分支学科的差异很小。根据受访者的研究方法和开放研究的机构支持,我们观察到了一致的差异。COM-B维度是参与开放研究的重要预测因子,自动动机成为一个持续强大的预测因子。我们讨论这些发现,概述本研究中遇到的一些挑战,并为今后的研究提供意见和建议。评估负责任的研究实践的普遍性对于评估研究改革中的持续行为变化非常重要,量身定制教育培训计划,并了解可能影响参与的潜在因素。
    Open research practices seek to enhance the transparency and reproducibility of research. While there is evidence of increased uptake in these practices, such as study preregistration and open data, facilitated by new infrastructure and policies, little research has assessed general uptake of such practices across psychology university researchers. The current study estimates psychologists\' level of engagement in open research practices across universities in the United Kingdom and Ireland, while also assessing possible explanatory factors that may impact their engagement. Data were collected from 602 psychology researchers in the United Kingdom and Ireland on the extent to which they have implemented various practices (e.g., use of preprints, preregistration, open data, open materials). Here we present the summarized descriptive results, as well as considering differences between various categories of researcher (e.g., career stage, subdiscipline, methodology), and examining the relationship between researcher\'s practices and their self-reported capability, opportunity, and motivation (COM-B) to engage in open research practices. Results show that while there is considerable variability in engagement of open research practices, differences across career stage and subdiscipline of psychology are small by comparison. We observed consistent differences according to respondent\'s research methodology and based on the presence of institutional support for open research. COM-B dimensions were collectively significant predictors of engagement in open research, with automatic motivation emerging as a consistently strong predictor. We discuss these findings, outline some of the challenges experienced in this study, and offer suggestions and recommendations for future research. Estimating the prevalence of responsible research practices is important to assess sustained behaviour change in research reform, tailor educational training initiatives, and to understand potential factors that might impact engagement.
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  • 文章类型: Journal Article
    目的:本研究评估了牙科期刊对开放科学实践的认可。
    方法:这是一项荟萃研究,其中包括2021年牙科期刊引文报告中列出的期刊。通过访问期刊网站进行了全面评估,以确定向葡萄牙语作者提供可公开访问的说明,英语,或西班牙语。一名研究人员从“作者说明”部分提取了信息,包括期刊的影响因子,提到任何报告指南,有关数据共享的详细信息,接受预印本格式的文章,以及有关研究方案注册的信息。描述性数据分析使用Stata14.0程序进行,通过考虑五种开放科学实践,为每个期刊计算了开放科学得分(OSS)(范围为0-100%)。采用Pearson相关性检验确定OSS评分与期刊影响因子的关系。
    结果:90种期刊被纳入研究。大多数期刊(70%)表示强制使用报告指南,而60%建议数据共享。相反,46.7%的人没有提供研究方案登记的信息,44.4%的人将其规定为作者的强制性要求。关于预印本,50%的期刊没有提供任何信息,但46.7%的人确认了他们的接受。平均OSS为52.9%(标准偏差26.2)。期刊影响因子与OSS之间存在弱相关性(Pearson相关系数为0.221)(P值=0.036)。
    结论:这项研究发现牙科期刊对开放科学实践的认可程度不同。
    结论:牙科从业者依赖于高质量的,知情决策的循证研究。通过评估对开放科学实践的认可,我们的研究有助于提高牙科研究的质量和可靠性,最终加强临床实践的证据基础。
    This study evaluates the endorsement of open science practices by dental journals.
    This was a meta-research study that included journals listed in the 2021 Journal Citation Reports under Dentistry. A comprehensive evaluation was performed by accessing journal websites to ascertain the availability of publicly accessible instructions to authors in Portuguese, English, or Spanish. A researcher extracted information from the \"Instructions for Authors\" section, encompassing the journal\'s impact factor, mention of any reporting guidelines, details on data sharing, acceptance of articles in preprint format, and information regarding study protocol registration. Descriptive data analysis was conducted using the Stata 14.0 program, and an Open Science Score (OSS) (ranging from 0 to 100 %) was calculated for each journal by considering five open science practices. Pearson\'s correlation test was conducted to determine the relationship between the OSS score and journal impact factor.
    Ninety journals were included in the study. Most journals (70 %) indicated the mandatory use of reporting guidelines, while 60 % recommended data sharing. Conversely, 46.7 % did not provide information on study protocol registration, and 44.4 % stipulated them as mandatory for authors. Regarding preprints, 50 % of the journals did not provide any information, but 46.7 % confirmed their acceptance. The mean OSS was 52.9 % (standard deviation 26.2). There was a weak correlation (Pearson\'s correlation coefficient of 0.221) between the journal impact factor and OSS (P-value=0.036).
    This study found varying degrees of endorsement of open science practices among dental journals.
    Dental practitioners rely on high-quality, evidence-based research for informed decision-making. By assessing the endorsement of open science practices, our study contributes to improving the quality and reliability of dental research, ultimately enhancing the evidence base for clinical practice.
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  • 文章类型: Journal Article
    开放科学是一个日益重要的研究课题,政治和资助机构。然而,关于开放科学的论述受到某些研究领域和范式的严重影响,导致将所谓的开放性推广到其他研究领域的风险,不管它的适用性。在我们的论文中,我们提供证据表明,研究人员在将开放科学实践应用于其项目的潜力方面感知到不同的概况,使一刀切的方法不合适。在一项试点研究中,我们首先将开放科学实践的广度系统化。随后的调查研究检查了13种开放科学实践在各种研究学科中已完成的研究项目中的适用性。我们能够在开放科学实践的感知适用性中确定四个不同的配置文件。对于进行定性实证研究项目的研究人员,全面实施开放科学实践的广度往往是不可行的。Further,一些学科的研究项目往往符合公众参与机会很少的概况。然而,学科和研究范式似乎并不是预测开放科学实践的适用性的关键因素。我们的发现强调了在实施开放科学实践时考虑项目相关条件的理由。这对制定政策有影响,关于开放科学的准则和标准。
    Open science is an increasingly important topic for research, politics and funding agencies. However, the discourse on open science is heavily influenced by certain research fields and paradigms, leading to the risk of generalizing what counts as openness to other research fields, regardless of its applicability. In our paper, we provide evidence that researchers perceive different profiles in the potential to apply open science practices to their projects, making a one-size-fits-all approach unsuitable. In a pilot study, we first systematized the breadth of open science practices. The subsequent survey study examined the perceived applicability of 13 open science practices across completed research projects in a broad variety of research disciplines. We were able to identify four different profiles in the perceived applicability of open science practices. For researchers conducting qualitative-empirical research projects, comprehensively implementing the breadth of open science practices is tendentially not feasible. Further, research projects from some disciplines tended to fit a profile with little opportunity for public participation. Yet, disciplines and research paradigms appear not to be the key factors in predicting the perceived applicability of open science practices. Our findings underscore the case for considering project-related conditions when implementing open science practices. This has implications for the establishment of policies, guidelines and standards concerning open science.
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  • 文章类型: Journal Article
    青春期是一个阶段,在这个阶段中,个人经常测试自己和周围他人的边界,并进一步定义自己的身份-因此与其他人相比,他们的独特性。同样,随着计算社会科学(CSS)的发展,它必须在自己的实践和邻近学科的实践之间取得平衡,以实现科学严谨并完善其身份。然而,CSS中的某些领域不愿采用其他领域的严格科学实践,这可以通过过度依赖被动收集的数据来观察(例如,通过数字轨迹,可穿戴设备),而不质疑此类数据的有效性。本文认为,CSS应该包含结合被动和主动测量实践的潜力,以利用每种方法的优势,包括客观性和心理素质。此外,本文建议CSS将受益于整合其他既定学科的实践和知识,例如测量验证,理论嵌入,和开放的科学实践。基于这个论点,本文为CSS作为跨学科研究领域的成熟提供了十条建议。
    Puberty is a phase in which individuals often test the boundaries of themselves and surrounding others and further define their identity - and thus their uniqueness compared to other individuals. Similarly, as Computational Social Science (CSS) grows up, it must strike a balance between its own practices and those of neighboring disciplines to achieve scientific rigor and refine its identity. However, there are certain areas within CSS that are reluctant to adopt rigorous scientific practices from other fields, which can be observed through an overreliance on passively collected data (e.g., through digital traces, wearables) without questioning the validity of such data. This paper argues that CSS should embrace the potential of combining both passive and active measurement practices to capitalize on the strengths of each approach, including objectivity and psychological quality. Additionally, the paper suggests that CSS would benefit from integrating practices and knowledge from other established disciplines, such as measurement validation, theoretical embedding, and open science practices. Based on this argument, the paper provides ten recommendations for CSS to mature as an interdisciplinary field of research.
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  • 文章类型: Review
    工业/组织(IO)心理学的目标,是建立和组织有关工作场所中与人有关的现象的值得信赖的知识。不幸的是,和其他科学学科一样,我们的学科可能正在经历一场“信任危机”,这是由于我们领域的许多研究结果缺乏可重复性和可复制性,这表明我们的许多研究可能是不可信的。如果一门科学学科的研究被认为是不可信的,这会带来可怕的后果,包括撤回未来研究的资金。在这篇焦点文章中,我们回顾了IO心理学和相关领域的可重复性和可复制性的现状。作为这次审查的一部分,我们讨论了使研究结果可信的可能性降低的因素,包括普遍存在的科学不端行为,可疑的研究实践(QRP),和错误。然后,我们确定了这些问题的一些根本原因,并提供了一些潜在的补救措施。特别是,我们强调需要改进研究方法和统计培训,以及调整学术界的激励结构。要做到这一点,我们主张改变奖励结构,对同行评审过程的改进,以及开放科学实践的实施。总的来说,解决当前IO心理学中的“信任危机”需要个体研究人员,学术机构,和出版商拥抱全系统的变革。
    The goal of industrial/organizational (IO) psychology, is to build and organize trustworthy knowledge about people-related phenomena in the workplace. Unfortunately, as with other scientific disciplines, our discipline may be experiencing a \"crisis of confidence\" stemming from the lack of reproducibility and replicability of many of our field\'s research findings, which would suggest that much of our research may be untrustworthy. If a scientific discipline\'s research is deemed untrustworthy, it can have dire consequences, including the withdraw of funding for future research. In this focal article, we review the current state of reproducibility and replicability in IO psychology and related fields. As part of this review, we discuss factors that make it less likely that research findings will be trustworthy, including the prevalence of scientific misconduct, questionable research practices (QRPs), and errors. We then identify some root causes of these issues and provide several potential remedies. In particular, we highlight the need for improved research methods and statistics training as well as a re-alignment of the incentive structure in academia. To accomplish this, we advocate for changes in the reward structure, improvements to the peer review process, and the implementation of open science practices. Overall, addressing the current \"crisis of confidence\" in IO psychology requires individual researchers, academic institutions, and publishers to embrace system-wide change.
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  • 文章类型: Journal Article
    背景:以开放的科学方法为不同的利益相关者共享研究成果可以更好地获取不同的研究,以解决不同领域的问题,这导致研究资源的平等获取条件,以及更大的科学生产力。因此,这项研究的目的是了解伊朗卫生研究人员在研究中的开放性概念.
    方法:从8月初到2021年11月中旬,对来自不同领域的伊朗卫生研究人员进行了20次半结构化访谈,滚雪球,和方便采样。访谈一直持续到数据饱和。使用MAXQDA20进行主题分析进行数据分析。最后,确定了与开放科学有关的七个主要问题。
    结果:通过对访谈的分析,在22个子类中提取了235个主码和173个主码。在仔细评估和整合子类和类之后,他们最终被分为九类和三个主要主题。分析表明,研究的开放性与三个主要主题有关:研究人员对开放科学的理解,开放科学对出版和共享研究的影响,关注和不愿开放研究。
    结论:考虑到在健康领域进行的研究的多样性,应规定获得研究结果的条件;诸如隐私之类的问题也应规定为在卫生系统中获得数据和信息的重要主题。我们的分析表明,应根据卫生领域的不同范围来说明研究过程的发布和共享条件。开放科学的概念与获取研究结果和其他研究项目有关,无论成本如何,政治,社会,或者种族障碍,可以在知识发展中创造集体智慧。与开放获取有关的研究的发布和共享过程适用于所有类型的产出,准入条件,增加对研究的信任,创建不同的发布路径,以及公民更广泛地参与研究。应促进开放的科学实践,以增加知识的流通和利用率,同时调整和尊重隐私的限制,国家的知识产权和国家安全权。
    BACKGROUND: Sharing research outputs with open science methods for different stakeholders causes better access to different studies to solve problems in diverse fields, which leads to equal access conditions to research resources, as well as greater scientific productivity. Therefore, the aim of this study was to perceive the concept of openness in research among Iranian health researchers.
    METHODS: From the beginning of August to the middle of November 2021, twenty semi-structured interviews were held with Iranian health researchers from different fields using purposeful, snowball, and convenience sampling. The interviews continued until data saturation. Data analysis was performed with thematic analysis using MAXQDA 20. Finally, seven main issues related to open science were identified.
    RESULTS: Through analysis of the interviews, 235 primary codes and 173 main codes were extracted in 22 subclasses. After careful evaluation and integration of subclasses and classes, they were finally classified into nine categories and three main themes. Analysis showed that openness in research was related to three main themes: researchers\' understanding of open science, the impact of open science on publication and sharing of research, concerns and reluctance to open research.
    CONCLUSIONS: The conditions of access to research output should be specified given the diversity of studies conducted in the field of health; issues like privacy as an important topic of access to data and information in the health system should also be specified. Our analysis indicated that the conditions of publication and sharing of research processes should be stated according to different scopes of health fields. The concept of open science was related to access to findings and other research items regardless of cost, political, social, or racial barriers, which could create collective wisdom in the development of knowledge. The process of publication and sharing of research related to open access applies to all types of outputs, conditions of access, increasing trust in research, creation of diverse publication paths, and broader participation of citizens in research. Open science practices should be promoted to increase the circulation and exploitation rates of knowledge while adjusting and respecting the limits of privacy, intellectual property and national security rights of countries.
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  • 文章类型: Journal Article
    已知的方法论问题,如出版偏见,众所周知,可疑的研究实践和动力不足的研究会降低研究结果的可复制性。这些问题的存在已经在不同的研究领域得到了广泛的证实,尤其是心理学。他们的存在引起了人们的第一个担忧,即研究结果的可复制性可能很低,并导致研究人员进行大型复制项目。这些复制项目表明,原始研究结果的很大一部分无法复制,导致复制危机的概念化。尽管运动和运动科学领域的先前研究已经确定了第一个警告信号,比如绝大多数的重大发现,样本量小,数据可用性不足,它们对我们领域的可复制性可能产生的影响被忽视了。我们讨论了上述问题对我们领域的可复制性的影响,并提供了提高可复制性的潜在解决方案。
    Known methodological issues such as publication bias, questionable research practices and studies with underpowered designs are known to decrease the replicability of study findings. The presence of such issues has been widely established across different research fields, especially in psychology. Their presence raised the first concerns that the replicability of study findings could be low and led researchers to conduct large replication projects. These replication projects revealed that a significant portion of original study findings could not be replicated, giving rise to the conceptualization of the replication crisis. Although previous research in the field of sports and exercise science has identified the first warning signs, such as an overwhelming proportion of significant findings, small sample sizes and lack of data availability, their possible consequences for the replicability of our field have been overlooked. We discuss the consequences of the above issues on the replicability of our field and offer potential solutions to improve replicability.
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  • 文章类型: Meta-Analysis
    Giofrè等人记录了统计做法和报告的变化。PLOSONE12(4),e0175583(2017),他在两个高级期刊(心理科学[PS]和实验心理学杂志[JEPG])中调查了十种统计和开放实践:零假设显著性检验;置信区间或可信区间;多个实验结果的荟萃分析;置信区间解释;效应大小解释;样本大小确定;数据排除;数据可用性;材料可用性;以及预先注册的设计和分析计划。这项调查是基于对2013年至2015年间在这些期刊上发表的所有论文的分析。本研究的目的是跟踪PS和JEPG在随后几年的变化,从2016年到2020年,增加代码可用性作为进一步的开放实践。我们发现大多数实践都有所改善,除了一些例外(即,置信区间解释和荟萃分析)。尽管有这些积极的变化,我们的结果表明需要进一步改进统计实践和采用开放实践.
    Changes in statistical practices and reporting have been documented by Giofrè et al. PLOS ONE 12(4), e0175583 (2017), who investigated ten statistical and open practices in two high-ranking journals (Psychological Science [PS] and Journal of Experimental Psychology-General [JEPG]): null hypothesis significance testing; confidence or credible intervals; meta-analysis of the results of multiple experiments; confidence interval interpretation; effect size interpretation; sample size determination; data exclusion; data availability; materials availability; and preregistered design and analysis plan. The investigation was based on an analysis of all papers published in these journals between 2013 and 2015. The aim of the present study was to follow up changes in both PS and JEPG in subsequent years, from 2016 to 2020, adding code availability as a further open practice. We found improvement in most practices, with some exceptions (i.e., confidence interval interpretation and meta-analysis). Despite these positive changes, our results indicate a need for further improvements in statistical practices and adoption of open practices.
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  • 文章类型: Journal Article
    在两项研究中,我们研究了开放科学实践,比如制作材料,数据,和可公开访问的研究代码,积极影响公众对科学的信任。此外,我们调查了私人资助研究(例如由商业企业资助)的潜在信任损害效应是否会受到此类做法的缓冲。在预先注册了六个假设之后,我们在两个德国普通人群样本中进行了一项调查研究(研究1;N=504)和一项实验研究(研究2;N=588).在两项研究中,我们发现了开放科学实践对信任的积极影响的证据,尽管应该注意的是,在研究2中,结果更加不一致。然而,我们没有发现上述缓冲作用的证据。我们得出的结论是,虽然开放的科学实践可能有助于增加对科学的信任,不应低估利用开放科学实践的重要性。
    In two studies, we examined whether open science practices, such as making materials, data, and code of a study openly accessible, positively affect public trust in science. Furthermore, we investigated whether the potential trust-damaging effects of research being funded privately (e.g. by a commercial enterprise) may be buffered by such practices. After preregistering six hypotheses, we conducted a survey study (Study 1; N = 504) and an experimental study (Study 2; N = 588) in two German general population samples. In both studies, we found evidence for the positive effects of open science practices on trust, though it should be noted that in Study 2, results were more inconsistent. We did not however find evidence for the aforementioned buffering effect. We conclude that while open science practices may contribute to increasing trust in science, the importance of making use of open science practices visible should not be underestimated.
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