scholarly journals Analytics for Knowledge Creation: Towards Epistemic Agency and Design-Mode Thinking

2016 ◽  
Vol 3 (2) ◽  
pp. 139-163 ◽  
Author(s):  
Bodong Chen ◽  
Jianwei Zhang
Keyword(s):  
Knowledge Creation ◽  
Learning Analytics ◽  
Knowledge Building ◽  
Higher Order ◽  
Static State ◽  
Epistemic Agency ◽  
Knowledge And Skills ◽  
Demand For Education ◽  
High Level

Innovation and knowledge creation call for high-level epistemic agency and design-mode thinking, two competencies beyond the traditional scopes of schooling. In this paper, we discuss the need for learning analytics to support these two competencies, and more broadly, the demand for education for innovation. We ground these arguments on a distinctive Knowledge Building pedagogy that treats education as a knowledge-creation enterprise. By critiquing current learning analytics for their focus on static-state knowledge and skills, we argue for agency-driven, choice-based analytics more attuned to higher order competencies in innovation. We further describe ongoing learning analytics initiatives that attend to these elements of design. Prospects and challenges are discussed, as well as broader issues regarding analytics for higher order competencies.

The Factor Structure and Psychometric Properties of the Resiliency Scale in Chinese Undergraduates

2010 ◽  
Vol 26 (3) ◽  
pp. 162-171 ◽  
Author(s):  
Lixia Cui ◽  
Xiujie Teng ◽  
Xupei Li ◽  
Tian P.S. Oei
Keyword(s):  
Factor Analysis ◽  
Psychometric Properties ◽  
Factor Structure ◽  
Undergraduate Students ◽  
Concurrent Validity ◽  
Higher Order ◽  
Criterion Variable ◽  
Confirmatory Factor ◽  
High Level ◽  
Chinese Undergraduates

The current study examined the factor structure and the psychometric properties of Sandra Prince-Embury’s Resiliency Scale for Adolescents (RESA) in Chinese undergraduates. A total of 726 undergraduate students were randomly divided into two subsamples: Sample A was used for the exploratory factor analysis (EFA) and Sample B was used for the confirmatory factor analysis (CFA). The EFA revealed that 56 items and a model of 10 factors with 3 higher order factors (as described by Sandra) were to be retained; CFA with Sample B confirmed this result. The overall scale and the subscales of the Chinese-RESA demonstrated a high level of internal consistency. Furthermore, concurrent validity was demonstrated by the correlation of the scale with other instruments such as the PANAS and the CSS, and the predictive validity was confirmed via three multiple regression analyses using the PANAS as a criterion variable: one for the 10 subscales of the C-RESA, one for the 3 higher order scales, and one for the total C-RESA. We concluded that the C-RESA may be used for research into Chinese undergraduates’ adaptive behaviors.

scholarly journals Does Gamifying Homework Influence Performance and Perceived Gameful Experience?

2021 ◽  
Vol 13 (9) ◽  
pp. 4829
Author(s):  
Ahmed Hosny Saleh Metwally ◽  
Maiga Chang ◽  
Yining Wang ◽  
Ahmed Mohamed Fahmy Yousef
Keyword(s):  
Learning Analytics ◽  
Educational Settings ◽  
Control Groups ◽  
Level Of Satisfaction ◽  
Growing Body ◽  
High Level ◽  
And Control

There is a growing body of literature that recognizes the importance of applying gamification in educational settings. This research developed an application to gamify students’ homework to address the concern of the students’ inability to complete their homework. This research aims to investigate students’ performance in doing their homework, and reflections and perceptions of the gameful experience in gamified homework exercises. Based on the data gathered from experimental and control groups (N = 84) via learning analytics, survey, and interview, the results show a high level of satisfaction according to students’ feedback. The most noticeable finding to extract from the analysis is that students can take on a persona, earn points, and experience a deeper sense of achievement through doing the gamified homework. Moreover, the students, on the whole, are likely to be intrinsically motivated whenever the homework is attributed to factors under their own control, when they consider that they have the expertise to be successful learners to achieve their desired objectives, and when they are interested in dealing with the homework for learning, not just achieving high grades.

Enabling social networks in an R&D organization

2006 ◽  
Vol 25 (4) ◽  
pp. 237-246
Author(s):  
Tomas Hellström
Keyword(s):  
Social Networks ◽  
Social Network ◽  
Qualitative Study ◽  
Network Formation ◽  
Higher Order ◽  
Practical Significance ◽  
Administrative Unit ◽  
High Level ◽  
Social Network Formation

This paper presents a qualitative study of mechanisms enabling social network formation in the R&D unit of a large technology-based organization. Drawing on interviews with 37 high-level technical and administrative unit members, a number of social network enablers could be discerned, which related to the need for effective location mechanisms, special “enrolment spaces”, and mechanisms for forging contacts. It was also possible to identify a number of higher-order factors for facilitation of network formation, namely hierarchical enablers and communicative and assimilative factors. Based on these results, the paper makes suggestions as to the theoretical and practical significance of social network enabling mechanisms in R&D organizations.

scholarly journals Learning Analytics to Reveal Links Between Learning Design and Self-Regulated Learning

2021 ◽  
Author(s):  
Yizhou Fan ◽  
Wannisa Matcha ◽  
Nora’ayu Ahmad Uzir ◽  
Qiong Wang ◽  
Dragan Gašević
Keyword(s):  
Learning Analytics ◽  
High Performance ◽  
Process Mining ◽  
Learning Experience ◽  
Learning Design ◽  
Metacognitive Control ◽  
Self Regulated Learning ◽  
Regulated Learning ◽  
High Level ◽  
Evaluation Of Learning

AbstractThe importance of learning design in education is widely acknowledged in the literature. Should learners make effective use of opportunities provided in a learning design, especially in online environments, previous studies have shown that they need to have strong skills for self-regulated learning (SRL). The literature, which reports the use of learning analytics (LA), shows that SRL skills are best exhibited in choices of learning tactics that are reflective of metacognitive control and monitoring. However, in spite of high significance for evaluation of learning experience, the link between learning design and learning tactics has been under-explored. In order to fill this gap, this paper proposes a novel learning analytic method that combines three data analytic techniques, including a cluster analysis, a process mining technique, and an epistemic network analysis. The proposed method was applied to a dataset collected in a massive open online course (MOOC) on teaching in flipped classrooms which was offered on a Chinese MOOC platform to pre- and in-service teachers. The results showed that the application of the approach detected four learning tactics (Search oriented, Content and assessment oriented, Content oriented and Assessment oriented) which were used by MOOC learners. The analysis of tactics’ usage across learning sessions revealed that learners from different performance groups had different priorities. The study also showed that learning tactics shaped by instructional cues were embedded in different units of study in MOOC. The learners from a high-performance group showed a high level of regulation through strong alignment of the choices of learning tactics with tasks provided in the learning design. The paper also provides a discussion about implications of research and practice.

PHILOSOPHY OF THE UNITY OF KNOWLEDGE, COMPETENCIES, AND VALUES OF THE NEW UKRAINIAN SCHOOL

2021 ◽  
pp. 36-46
Author(s):  
Oksana Yakymchuk
Keyword(s):  
Real Life ◽  
Essential Characteristic ◽  
Knowledge And Skills ◽  
Pedagogical Action ◽  
Professional Self ◽  
Level Of Knowledge ◽  
Knowledge Competencies ◽  
High Level ◽  
Unity Of Knowledge ◽  
Educational Potential

The formation of a powerful, active, and dynamic axiological foundation of personality is one of the essential tasks of the competency approach because even a high level of knowledge and skills acquired in the process of learning and education cannot ensure the integrity and progressively oriented unity of personal and professional competencies for future successful life, socio-cultural and professional self-realization. Given this, within the competence paradigm of education, qualitatively new content is the unity of learning and education. If before a significant amount of theoretical knowledge, detached from real life, had a shallow educational potential, now any pedagogical action, even focused on the cognitive assimilation of basic scientific knowledge, will have a worldview. An essential characteristic of the competency approach in education is that it can ensure each student’s unique structure the unity of knowledge, competencies, and values.

Political Social Work: An Essential Component of the Profession

2021 ◽  
pp. 359-381
Keyword(s):  
Professional Development ◽  
Social Work ◽  
Social Workers ◽  
Knowledge And Skills ◽  
Social Work Faculty ◽  
Field Placements ◽  
High Level ◽  
Work Education ◽  
Work Knowledge ◽  
Initial Results

Social workers have played a key role in political settings from the profession’s historic roots to present day. Their knowledge, skills and values position social workers to practice in political settings. Social work faculty and students were interviewed to assess a) how field placements in legislative offices and participation in Campaign School and NASW-sponsored Legislative Education and Advocacy Day (LEAD) impacted students’ professional development and perspectives on political social work, and b) social work faculties’ perception of these activities in students’ social work education and necessary political social work knowledge and skills. Initial results demonstrate a high level of support for these activities among faculty and students with opportunities to further include them in the explicit and implicit social work curriculum.

scholarly journals Knowledge Building and Mathematics: Shifting the Responsibility for Knowledge Advancement and Engagement

2010 ◽  
Vol 36 (1) ◽  
Author(s):  
Joan Moss ◽  
Ruth Beatty
Keyword(s):  
Multiple Solutions ◽  
Knowledge Building ◽  
Deep Understanding ◽  
Early Algebra ◽  
Epistemic Agency ◽  
Knowledge Forum ◽  
Low Achieving Students ◽  
Diverse Backgrounds ◽  
Building Culture ◽  
And Mathematics

Three classrooms of Grade 4 students from different schools and diverse backgrounds collaborated in early algebra research to solve a series of linear and quadratic generalizing problems. Results revealed that high- and low-achieving students were able to solve problems of recognized difficulty. We discuss Knowledge Building principles and practices that fostered deep understanding and broad participation. Students used the online Knowledge Building environment Knowledge Forum® to conduct their work and we illustrate how Knowledge Forum supported a Knowledge Building culture for mathematical learning and problem solving. Analyses of participation patterns and note content revealed practices consistent with Knowledge Building principles, specifically democratization of knowledge, with students at all achievement levels participating, and epistemic agency, with students providing evidence and justification for conjectures and generating multiple solutions to challenging problems.

Problem-Based Learning (PBL)

2021 ◽  
pp. 38-56
Author(s):  
Mahmoud Hawamdeh ◽  
Idris Adamu
Keyword(s):  
Problem Solving ◽  
Teaching And Learning ◽  
Real Life ◽  
Problem Based Learning ◽  
Higher Order ◽  
Educational Institutions ◽  
Learning Skills ◽  
Knowledge And Skills ◽  
Life Problems ◽  
Approach To Teaching

This chapter discuss how Problem-Based learning (PBL) helps to achieve this century's approach to teaching and learning for students in higher educational institutions. If adopted, this method of teaching will enable student to attain learning skills (skills, abilities, problem solving, and learning dispositions that have been identified) to acquire a lifelong habit of approaching problems with initiative and diligence and a drive to acquire the knowledge and skills needed for an effective resolution. And they will develop a systematic approach to solving real-life problems using higher-order skills.

Teaching Amidst Unexpected Unknowns

2016 ◽  
pp. 75-87
Author(s):  
Sachin Sinha ◽  
Deepti Sinha
Keyword(s):  
Communication Skills ◽  
21St Century ◽  
Higher Order Thinking ◽  
Thinking Skills ◽  
Higher Order ◽  
The West ◽  
Higher Order Thinking Skills ◽  
Knowledge And Skills ◽  
Complex Thinking ◽  
Technology Migration

Globalisation, technology, migration, competition, changing markets and transnational environmental and political challenges have added a new urgency to develop the skills and knowledge needed in the 21st century. Educators, governments, foundations, employers and researchers refer to these abilities as ‘higher-order thinking skills' ‘deeper learning outcomes' and ‘complex thinking and communication skills'. We need to understand how students today are different from those of yesteryears. Although everyone believes that the knowledge and skills that students need today are different from what they needed yesterday, terminology differs from country to country, as does the composition of knowledge, skills and values. This chapter is broadly divided into four sections. The main objectives of the narrative are to understand the growth and evolution of teaching, to develop an understanding of the differences between the teaching of the East and that of the West, to explore teaching as an art and a skill and finally to prepare ourselves for the burgeoning demands of digital-age teaching.

scholarly journals Enhancing Students’ Confidence in Employability Skills through the Practice of “Recall, Adapt and Apply”

2017 ◽  
Vol 7 (3) ◽  
pp. 55
Author(s):  
Alison J. Sinclair
Keyword(s):  
Biological Sciences ◽  
Prior Knowledge ◽  
Employability Skills ◽  
Project Work ◽  
Knowledge And Skills ◽  
Essential Step ◽  
New Challenges ◽  
High Level ◽  
Fail Safe ◽  
Safe Set

The ability to apply prior knowledge to new challenges is a skill that is highly valued by employers, but the confidence to achieve this does not come naturally to all students. An essential step to becoming an independent researcher requires a transition between simply following a fail-safe set of instructions to being able to adapt a known approach to solve a new problem. Practical laboratory classes provide an ideal environment for active learning, as the primary learning objective of these teaching sessions is to gain skills. However, laboratory handbooks can be presented as a series of fail-safe recipes. This aids the smooth running of practical classes but misses the opportunity to promote engagement with the underlying theory and so develop confidence in recalling approaches and adapting them to a new problem. To aid the development of employability skills, a practical laboratory series was developed for Bioscience teaching that requires on-the-spot decision-making, the recall of skills and their adaptation to new challenges. After using this approach, the proportion of student’s expressing a high level of confidence with each of eight key employability skills rose by between 9 and 35% following the practical sessions, showing that the approach of recalling, adapting then applying prior knowledge and skills can increase the confidence that students have in their employability related skills. The approach was developed for use within biological sciences practical laboratories but the principles can be adapted to any discipline involving project work.

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