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For the society as a whole: higher education and the public good in Poland 为了整个社会:波兰的高等教育和公益事业
IF 5 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-31 DOI: 10.1007/s10734-024-01278-y
Krystian Szadkowski

Using a qualitative case study of the Polish higher education system, the article problematises the relationship between higher education and the public good. It emerges from an international comparative study including 11 national cases and contributes to the growing body of literature on the cultural specificities of the public good(s) in national higher education systems. Seeing the public good as a holistic ideal, transcendent to the higher education reality, it traces different meanings with which it is filled by main actors of the system: policymakers, representatives of collegial bodies, faculty and managers at two public universities (33 semi-structured interviews). The article discusses the public good in Poland in four areas: its general definition, the state’s role in higher education, and national and global contributions. Contradictions exposed in the study of Polish higher education’s discourses on the public good (national vs. global; state vs. academic community; mass higher education vs. elite higher education) serve the purpose of further elaborating the concept.

文章通过对波兰高等教育体系的定性案例研究,对高等教育与公益之间的关系提出了问题。文章从一项包括 11 个国家案例在内的国际比较研究中得出结论,为越来越多的关于国家高等教育体系中公益的文化特性的文献做出了贡献。文章将公益视为一种超越高等教育现实的整体理想,追溯了该系统的主要参与者对公益的不同理解:决策者、合议机构代表、两所公立大学的教师和管理人员(33 次半结构式访谈)。文章从四个方面讨论了波兰的公益:公益的一般定义、国家在高等教育中的作用以及对国家和全球的贡献。在研究波兰高等教育关于公益的论述(国家与全球;国家与学术界;大众高等教育与精英高等教育)时暴露出的矛盾有助于进一步阐述这一概念。
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引用次数: 0
Perceptions and enablers of sustainable development: a comparative study of Ghanaian university students’ engagement with the SDGs 对可持续发展的看法和推动因素:对加纳大学生参与可持续发展目标的比较研究
IF 5 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-30 DOI: 10.1007/s10734-024-01274-2
Yaw Agyeman Boafo, John Boakye-Danquah, Eric Boakye-Danquah, Doreen Larkailey Lartey, Alexander Obeng-Odoom

The Sustainable Development Goals (SDGs) set forth by the United Nations represent a universal call to action to end poverty, protect the planet, and ensure that all people, enjoy peace and prosperity by 2030. The SDGs have been criticized as aspirational and over-ambitious, and recent assessments suggest many of the goals may not be met by 2030. This study investigates the perceptions of Ghanaian university students regarding the attainability of the SDGs and identifies the educational and informational enablers that enhance their engagement with these goals. A total of 400 students drawn from three universities — University of Ghana (n = 200), Central University (n = 100), and University for Development Studies (n = 100) — participated in a structured questionnaire survey. The findings reveal a dual perspective among students: there is significant optimism about achieving SDGs related to quality education, gender equality, and clean water, whereas skepticism prevails regarding the goals aimed at eradicating poverty and achieving zero hunger. The study also highlights the critical role of universities as facilitators in the discourse and actions toward the SDGs. It emphasizes the potential of leveraging digital and social media to boost student engagement and calls for an integration of SDG-focused studies into university curricula. The study provides insights into the need for enhanced educational strategies and inter-institutional collaborations to prepare students effectively for their roles in global sustainability efforts. It is vital for higher education institutions in Sub-Saharan Africa, where sustainability challenges are significant and innovative solutions are often lacking, to embed SDG-focused studies into their curricula and promote student engagement in SDG initiatives.

联合国提出的可持续发展目标(SDGs)是一项普遍行动呼吁,旨在到 2030 年消除贫困、保护地球并确保所有人享有和平与繁荣。可持续发展目标被批评为雄心勃勃、好高骛远,最近的评估表明,许多目标到 2030 年可能无法实现。本研究调查了加纳大学生对可持续发展目标可实现性的看法,并确定了提高他们参与这些目标的教育和信息促进因素。来自加纳大学(200 人)、中央大学(100 人)和发展研究大学(100 人)三所大学的 400 名学生参加了结构化问卷调查。调查结果显示了学生们的双重观点:他们对实现与优质教育、性别平等和清洁水有关的可持续发展目标非常乐观,而对旨在消除贫困和实现零饥饿的目标则普遍持怀疑态度。研究还强调了大学在可持续发展目标的讨论和行动中的关键作用。研究强调了利用数字和社交媒体提高学生参与度的潜力,并呼吁将以可持续发展目标为重点的研究纳入大学课程。本研究深入探讨了加强教育战略和机构间合作的必要性,以有效培养学生在全球可持续发展工作中发挥作用。撒哈拉以南非洲地区的可持续发展挑战严峻,往往缺乏创新的解决方案,因此,对于这些地区的高等教育机构来说,将以可持续发展目标为重点的研究纳入其课程并促进学生参与可持续发展目标倡议至关重要。
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引用次数: 0
Academics’ susceptibility to disruptions of their research productivity: empirical insights from the COVID-19 pandemic 学术界对研究生产力中断的易感性:从 COVID-19 大流行病中获得的经验启示
IF 5 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-25 DOI: 10.1007/s10734-024-01266-2
Vitus Püttmann, Stephan L. Thomsen

The circumstances during the COVID-19 pandemic severely disrupted research activities, but did not affect all academics equally. Understanding which academics were susceptible to disruptions is essential for gauging and addressing the pandemic’s systemic consequences and can yield insights into influences on research productivity more generally. Based on the survey responses of 1891 university professors in Germany, we estimate multivariate models to investigate the relevance of a comprehensive set of factors that may have shaped the pandemic’s impact. We furthermore use sample splits and an econometric decomposition technique to analyze disciplinary and gender differences. Our findings show that some factors, including additional time demands for care responsibilities and negative spillovers from disruptions of teaching activities, are of general relevance, whereas the relevance of other factors varies between groups of academics. In the natural and engineering sciences, the dependence on access to research facilities seems to have led to a more uniform negative impact of the pandemic. This apparently rendered the work environment an important influence on academics’ susceptibility to disruptions. In the humanities and social sciences, where the pandemic’s impact was more heterogeneous, individual conditions such as seniority played a notable role. Most of these factors identified as relevant were furthermore more influential among female academics, who seem to experience greater challenges with shielding their research activities from disruptions. Overall, our investigation highlights the complexity of mechanisms worth taking into account for policy and management efforts concerned with academics’ research productivity, within and outside of the context of the pandemic.

COVID-19 大流行期间的情况严重干扰了研究活动,但并非所有学者都受到同样的影响。了解哪些学者容易受到干扰,对于衡量和应对大流行病的系统性后果至关重要,同时还能深入了解对研究生产力的影响。基于对德国 1891 名大学教授的调查回复,我们估算了多变量模型,以研究可能影响大流行病影响的一系列因素的相关性。此外,我们还利用样本分割和计量经济学分解技术分析了学科和性别差异。我们的研究结果表明,一些因素具有普遍意义,其中包括护理责任所需的额外时间和教学活动中断所产生的负面溢出效应,而其他因素的相关性则因学者群体的不同而各异。在自然科学和工程科学领域,对使用研究设施的依赖似乎导致了大流行病更为一致的负面影响。这显然使工作环境成为影响学者易受干扰的一个重要因素。在人文科学和社会科学领域,大流行病的影响较为分散,资历等个人条件发挥了显著作用。此外,大多数相关因素对女性学者的影响更大,她们在保护自己的研究活动不受干扰方面似乎遇到了更大的挑战。总之,我们的调查凸显了机制的复杂性,值得在大流行病背景内外制定与学者研究生产力相关的政策和管理工作时加以考虑。
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引用次数: 0
Negotiating access and belonging in a higher education institution: a postqualitative narrative 协商高等教育机构中的入学机会和归属感:后定性叙事
IF 5 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-20 DOI: 10.1007/s10734-024-01263-5
Ben Whitburn, Priscila Riffo-Salgado

The purpose of this paper is to foreground accessibility as a necessary aspect of equality, diversity, and inclusion (EDI). We go about this by highlighting shared experiences of negotiating institutional ableism together, as a disabled scholar employed at a HEI in the UK, and a non-disabled, culturally and linguistically diverse individual employed to bridge inaccessible spaces. Drawing upon Wong’s (2023) conceptual framework of spatial belonging in higher education, which traverses the intersecting terrain of physical, digital, relational and structural spaces, we develop a postqualitative narrative demonstrating the limitations of narrowly defined legal protections that fall short of implementing inclusive ideals. The narrative draws attention to the ways that ‘access intimacy’, understood as shared commitments to accessibility, develops informally, which excuses HEIs from taking responsibility to institutionalise it. We contemplate accessibility as a relational concern and build an argument for learning from our experiences to inform the development of key accessibility considerations into institutional ways of working and relating to difference. The paper is significant for engaging principles from critical disability studies as conceptual means by which to consider accessibility, and the relational account provided contributes a collaborative perspective frequently experienced but not widely considered in higher education research for strengthening EDI.

本文旨在强调无障碍环境是平等、多样性和包容性(EDI)的一个必要方面。为此,我们强调了作为一名受雇于英国高等院校的残疾学者,以及一名受雇于无障碍空间的非残疾、文化和语言多元化个体,在与机构能动主义进行谈判时的共同经历。黄氏(2023 年)的高等教育空间归属概念框架横跨物理、数字、关系和结构空间等相互交叉的领域,我们借鉴了这一概念框架,提出了一种后定性叙事,展示了狭义法律保护的局限性,这些保护不足以实现包容性理想。这一叙事提请人们注意 "无障碍亲密关系"(即对无障碍的共同承诺)的非正式发展方式,这使得高等院校不必承担将其制度化的责任。我们将无障碍环境视为一种关系问题,并提出了从我们的经验中学习的论点,以便将无障碍环境的主要考虑因素纳入机构的工作方式和与差异的关系中。这篇论文的重要意义在于将批判性残疾研究的原则作为考虑无障碍性的概念性手段,而所提供的关系论述则提供了一种合作视角,这种视角在高等教育研究中经常出现,但在加强电子数据交换方面却未得到广泛考虑。
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引用次数: 0
International higher education scholarships: a pathway for Palestinians’ academic recovery 国际高等教育奖学金:巴勒斯坦人恢复学业的途径
IF 5 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-19 DOI: 10.1007/s10734-024-01271-5
Anas N. Almassri

Scholarships offer one significant pathway for higher education recovery and development in Global South contexts. Although some research exists to illustrate this significance, the case of Palestine remains virtually unresearched. This article is a first contribution to bridging this gap. It draws on qualitative data collected through interviews with and pre-existing documents from 32 Palestinian scholarship alumni and alumnae. Four experiential themes emerged through critical realist thematic analysis of this data. Two of these themes are reported in this article. First, the participants reflected a range of negative and positive motivations for pursuing their funded graduate education abroad: escaping limited opportunities in Palestine, actualizing potential, and serving Palestine. Second, they described experiencing a mix of exciting and challenging (re)adaptations while appreciating new approaches to the content and practice of their academic learning. Together with the identified participants’ demographic and academic backgrounds, these thematic findings extend global empirical evidence of the contribution of international scholarships to higher education access, recovery, and development. They also avail a useful and timely frame of reference to inform future research and practice of higher education scholarships for Palestinians.

奖学金为全球南部高等教育的恢复和发展提供了一条重要途径。尽管已有一些研究说明了这一重要性,但对巴勒斯坦的情况几乎仍未进行研究。本文是对弥补这一空白的首次贡献。文章利用了通过与 32 名巴勒斯坦奖学金获得者和校友访谈收集到的定性数据和已有文件。通过对这些数据进行批判现实主义主题分析,得出了四个经验主题。本文报告了其中两个主题。首先,参与者反映了他们在国外接受资助研究生教育的一系列消极和积极的动机: 逃避巴勒斯坦有限的机会、发挥潜能以及为巴勒斯坦服务。其次,他们描述了经历了令人兴奋和具有挑战性的(重新)适应,同时对其学术学习的内容和实践的新方法表示赞赏。这些专题研究结果与所确定的参与者的人口和学术背景相结合,扩展了国际奖学金对高等教育机会、恢复和发展所作贡献的全球经验证据。它们还提供了一个有用和及时的参考框架,为巴勒斯坦人高等教育奖学金的未来研究和实践提供信息。
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引用次数: 0
Academic anomie: implications of the ‘great resignation’ for leadership in post-COVID higher education 学术反常现象:"大辞职 "对后学历与学位发展(COVID)时代高等教育领导力的影响
IF 5 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-19 DOI: 10.1007/s10734-024-01268-0
Richard Watermeyer, Richard Bolden, Cathryn Knight, Tom Crick

The experience of the COVID-19 pandemic has ignited a near universal rethink of what is tolerable or desirable in work settings. In higher education—where discontent has been exacerbated by the pandemic—the potential for a ‘great resignation’ is a very real threat. The long-term impact of a crisis management approach in universities has led to a state of ‘pandemia’, according to Watermeyer et al., (British Journal of Sociology of Education 42:651-666, 2021b), whereby academics feel alienated and subjected to a ‘toxic’ work environment that lacks shared purpose and values. This article draws on Durkheim’s notion of ‘anomie’ to explore what leads academics to leave the sector and to consider how the outward migration of staff could be addressed through changes to leadership and management practice. Evidence is taken from an online survey distributed in the United Kingdom (UK), which collected demographic information of n = 167 academics and open-text responses to a question which asked respondents to provide their reasons for quitting higher education. Four key themes emerge which elucidate a trajectory of academic anomie: (i) declining quality of academic management, (ii) the pandemic as a disruptive awakening, (iii) the erosion of values and meaning and (iv) a sense of being ‘trapped’ within academia. Potential resolutions are suggested in respect of what respondents identify as the root cause of staff attrition—toxic management culture. Collective and inclusive governance and commitment from academics at all career stages to the leadership of groups, departments, institutions and the wider higher education sector are advocated as antidotes to academic anomie.

COVID-19 大流行的经历几乎引发了对工作环境中可容忍或可取之处的普遍反思。在高等教育领域--大流行病加剧了不满情绪--"大辞职 "的可能性是一个非常现实的威胁。Watermeyer 等人认为,危机管理方法在大学中的长期影响导致了一种 "大流行病 "状态(《英国教育社会学杂志》42:651-666, 2021b),在这种状态下,学者们感到被疏远,并受到缺乏共同目标和价值观的 "有毒 "工作环境的影响。本文借鉴杜克海姆(Durkheim)的 "反常"(anomie)概念,探讨导致学者离开教育界的原因,并思考如何通过改变领导和管理实践来解决员工外流的问题。该调查收集了 n = 167 名学者的人口统计信息,并对要求受访者提供其退出高等教育的原因的问题进行了开放式文本回答。调查中出现了四个关键主题,阐明了学术反常现象的发展轨迹:(i) 学术管理质量下降,(ii) 大流行病是一种破坏性的觉醒,(iii) 价值观和意义受到侵蚀,(iv) 有一种被 "困 "在学术界的感觉。针对受访者认为造成人员流失的根本原因--有毒的管理文化,提出了可能的解决办 法。作为学术反常现象的解毒剂,我们提倡集体和包容性的管理,以及各职业阶段的学者对团体、院系、机构和更广泛的高等教育部门领导层的承诺。
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引用次数: 0
The role of geopolitics of knowledge in the mediatization of global university rankings 知识地缘政治在全球大学排名媒介化中的作用
IF 5 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-11 DOI: 10.1007/s10734-024-01261-7
Riyad A. Shahjahan, Ariful H. Kabir, Nisharggo Niloy

While worldwide media increasingly cover and follow global university rankings’ (GURs) results, a concerted attempt to offer a relational knowledge/power lens underlying the mediatization of GURs remains absent. Drawing on Walter Mignolo’s (2011) “geopolitics of knowledge” concept, we analyzed the Bangladeshi national media’s coverage of Times Higher Education and Quacquarelli Symonds Ltd. rankings (between 2019 and 2021). Amid a globalized media terrain, we illuminate how the geopolitics of knowledge helps foreground ranking logics in national HE (higher education) policy discourse at the periphery of GURs outcomes (e.g., Bangladesh) through the mediatization process. We first show how Bangladeshi media foregrounds GURs as a barometer of quality and accountability to comment on the Bangladeshi HE sector’s deficits. We next demonstrate how Bangladeshi media privileges particular knowledge and authors’ experiences, thus furthering interlocal or transnational hierarchies to help recontextualize GURs in the local context. We argue that national media perpetuates the geopolitics of knowledge via GURs coverage and authorship, allowing ranking logics to be mediatized and foregrounded in national HE policy discourse in a Global South context.

尽管全球媒体越来越多地报道和关注全球大学排名(GURs)结果,但仍缺乏一种协调一致的尝试,即从关系知识/权力的视角来看待全球大学排名的媒体化。借鉴 Walter Mignolo(2011 年)的 "知识地缘政治 "概念,我们分析了孟加拉国国家媒体对《泰晤士报高等教育》和 Quacquarelli Symonds 有限公司排名(2019 至 2021 年)的报道。在全球化的媒体环境中,我们揭示了知识的地缘政治是如何通过媒介化过程,在全球高等教育报告成果的边缘地区(如孟加拉国),帮助国家高等教育(HE)政策话语凸显排名逻辑的。我们首先展示了孟加拉国媒体如何将全球高等教育报告作为质量和问责制的晴雨表来评论孟加拉国高等教育部门的不足。接下来,我们展示了孟加拉国媒体如何赋予特定知识和作者经验以特权,从而推进地方间或跨国等级制度,帮助在地方背景下重新构建《全球报告》。我们认为,国家媒体通过《全球报告》的报道和作者身份延续了知识的地缘政治,使排名逻辑在全球南方背景下的国家高等教育政策话语中得到媒介化和强调。
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引用次数: 0
Be a hero, be your own best friend: a self-compassion-based PsyCap intervention improves PhD students’ well-being 做英雄,做自己最好的朋友:以自我同情为基础的 PsyCap 干预改善了博士生的幸福感
IF 5 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-11 DOI: 10.1007/s10734-024-01257-3
Luisa Solms, Machteld van den Heuvel, Barbara Nevicka, Astrid C. Homan

Growing research evidence points towards a mental health crisis in PhD students. High-quality support services for PhD students are scarce as is research on interventions. Inspired by Conservation of Resources theory, we introduce a novel type of PsyCap intervention—a self-compassion-based PsyCap training—that aims to improve PhD students’ well-being (i.e., in terms of reducing work pressure and increasing positive affect and support seeking) through PsyCap and self-compassion. 115 PhD students in the Netherlands were randomized to a self-compassion-based PsyCap intervention, a PsyCap-only intervention, or a wait-list control group. Results indicated that the self-compassion-based PsyCap intervention increased self-compassion, reduced work pressure, and increased support seeking in the short term following the intervention. The PsyCap-only intervention increased psychological capital and reduced work pressure in the short term. Notably, increase in self-compassion was a key mechanism through which participants of the self-compassion-based PsyCap intervention, but not the PsyCap-only intervention, experienced improvements in all well-being outcomes over the longer term. Unexpectedly, the self-compassion-based PsyCap intervention increased psychological capital only at follow-up via self-compassion. This study provides initial evidence that developing PsyCap, alongside self-compassion, may take longer but benefits PhD students’ well-being and does so more than developing PsyCap alone.

越来越多的研究证据表明,博士生存在心理健康危机。为博士生提供的高质量支持服务和干预措施的研究都十分匮乏。受资源保护理论的启发,我们引入了一种新型的心理帽干预措施--基于自我同情的心理帽训练,旨在通过心理帽和自我同情来改善博士生的幸福感(即减轻工作压力、增加积极情绪和寻求支持)。荷兰的 115 名博士生被随机分配到以自我同情为基础的 PsyCap 干预、纯 PsyCap 干预或等待名单对照组。结果表明,以自我同情为基础的PsyCap干预在干预后的短期内增加了自我同情,减轻了工作压力,并增加了寻求支持的机会。纯心理资本干预在短期内增加了心理资本,减轻了工作压力。值得注意的是,自我同情的增加是一个关键机制,通过这个机制,基于自我同情的心理创伤干预的参与者,而不是纯心理创伤干预的参与者,在长期内所有的幸福感结果都得到了改善。出乎意料的是,基于自我同情的心理资本干预只在随访时通过自我同情增加了心理资本。这项研究提供了初步证据,证明在开发心理资本的同时开发自我同情可能需要更长的时间,但对博士生的幸福感有益,而且比单独开发心理资本更有益。
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引用次数: 0
Higher education retention in Ireland and Scotland: the role of admissions policies 爱尔兰和苏格兰的高等教育保留率:招生政策的作用
IF 5 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-11 DOI: 10.1007/s10734-024-01259-1
Cristina Iannelli, Patricia McMullin, Emer Smyth

This article provides new insights into the role played by higher education (HE) selection policies in influencing student retention by exploring drop-out patterns in Ireland and Scotland. The Irish and Scottish HE systems differ in relation to the emphasis placed on grades and subjects studied at school and to the degree of autonomy enjoyed by HE institutions in the student admissions process. We investigate whether these system differences matter for student retention using administrative data from national student records and logistic regression modelling. The findings show that in Ireland, HE students have higher chances of dropping out than in Scotland and there are inequalities in these chances among students from different social backgrounds. Moreover, the association between subject matching (but also school grades) and the chances of dropping-out is stronger in Ireland than in Scotland. We conclude that the tighter student selection criteria in Scotland improve retention and reduce social inequalities in drop-out rates. Moreover, admission criteria are found to be important not only to explain between-country differences in drop-out rates but also within-country differences among different HE institutions.

本文通过探讨爱尔兰和苏格兰的辍学模式,对高等教育(HE)选拔政策在影响学生保留率方面所起的作用提出了新的见解。爱尔兰和苏格兰的高等教育体系在重视学生在校学习的成绩和科目以及高等教育机构在招生过程中享有的自主权程度方面存在差异。我们利用全国学生档案中的行政数据和逻辑回归模型,研究了这些制度差异是否会影响学生的保留率。研究结果表明,与苏格兰相比,爱尔兰高校学生的辍学几率更高,而且来自不同社会背景的学生的辍学几率也不平等。此外,学科匹配(以及学校成绩)与辍学几率之间的关系在爱尔兰比在苏格兰更为密切。我们的结论是,苏格兰更严格的学生选拔标准提高了学生的保留率,减少了辍学率方面的社会不平等。此外,我们还发现,录取标准不仅对解释国家之间的辍学率差异很重要,而且对解释国家内部不同高等院校之间的辍学率差异也很重要。
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引用次数: 0
A conceptual and methodological framework for clustering and correlation analyses of the approaches and study skills inventory for students 对学生学习方法和学习技能清单进行聚类和相关分析的概念和方法框架
IF 5 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-10 DOI: 10.1007/s10734-024-01253-7
Sotiris Kotsiantis, Martha Georgiou, Dimitris Kalles, Skarlatos G. Dedos

The Approaches and Study Skills Inventory for Students (ASSIST) is a questionnaire that was developed in the ’80s and ’90s with the aim of identifying the ways students study and learn in higher education institutions. It broadly classifies students as approaching their study in a deep, a strategic and/or a surface/apathetic way. A large (N=2029) dataset of the inventory was analysed in this study by using clustering algorithms and correlation analyses of students’ responses. By combining both analyses we show that, in addition to the 3 already identified and well-documented approaches, there exists a 4th approach to studying that emerges from alternative groupings of students’ responses to the items of the inventory and is supported by findings from the k-means clustering algorithm. We term this 4th approach “Dispositional Mindfulness” and find that it is an approach that is associated with gender and year of study and characterises responders to the inventory who pay attention to their present state as students, adapting to their status as higher education students rather than constantly adopting a specific approach to studying. We propose that the Dispositional Mindfulness approach is a primal entity that can be identified, in addition to the other 3 approaches, through the methodological framework that we describe herein and we note that augmenting conventional correlations with k-means clustering can deliver equally interesting findings in the analysis of educational datasets.

学生学习方法和学习技能调查表(ASSIST)是在上世纪八九十年代编制的一份调查问卷,旨在确定高等院校学生的学习方法。它将学生的学习方法大致分为深层学习方法、战略学习方法和/或表层学习方法。本研究通过使用聚类算法和学生回答的相关性分析,对清单中的一个大型数据集(N=2029)进行了分析。通过将这两种分析相结合,我们发现,除了已经确定并得到充分证明的 3 种学习方法外,还存在第 4 种学习方法,这是从学生对清单项目的回答的其他分组中产生的,并得到了 k-means 聚类算法研究结果的支持。我们将这第四种学习方法称为 "处事正念",并发现这种方法与性别和就读年级有关,是对清单做出回答者的特征,他们关注自己作为学生的现状,适应自己作为高等教育学生的身份,而不是不断采用特定的学习方法。我们建议,除了其他三种方法之外,还可以通过我们在本文中描述的方法框架来识别 "倾向性正念 "方法。
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