Decomposing the Complexity of Value: Integration of Digital Transformation of Education with Circular Economy Transition
Abstract
:1. Introduction
2. Materials and Methods
2.1. Materials: Theoretical Lenses
2.1.1. Neo-Capital Theories: The Necessity of Varieties of Capital Formation by Digital Education for CE Teaching and Learning
- (1)
- Socio-technical niche innovations at micro level (e.g., related agents (educators, learners, entrepreneurs…); technologies (CE OER, CE MOOCs, emerging education technologies…); structures (e.g., classroom, course, university …)),
- (2)
- Socio-technical regimes at meso level (e.g., related agents (policy makers, administrators, businesses…); technologies (e.g., CE OOE, incumbent education technologies…); structures (e.g., higher education system, public education policies, labour market conditions…)),
- (3)
- Socio-technical landscapes at macro level (e.g., related agents (politicians, policymakers, businesses…); technologies (e.g., next-generation OOE technologies, technology visions…); structures (e.g., international organizations, OOE and/or CE policy visions…)).
2.1.2. Multi-Level Perspective: Niche, Regime and Landscape-Level Transitions for Digital Education for CE Teaching and Learning
2.1.3. Quadripartite Nature of Structuration: Mutual Shaping of Agency and Structure through the Constituents of Change towards CE OOE
2.2. Materials: Data Source and Data
2.3. Method: Qualitative Metasynthesis
- Framing (WoS Core Collection query: “education for sustainability”) (Section 2.2),
- Searching (Refinement of the WoS results (n = 386 scientific publications) with our keywords of interests “digital education”, “online”, “online education”, “open education”, “open online education”, “massive open online courses”, “MOOC”, as the query is often refined and reduced in scope over the course of undertaking the qualitative meta-synthesis (please refer to Walsh and Downe 2005) (Section 2.2),
- Selecting and appraising the relevant scientific publications (manual check of the relevance and reading of remaining 36 scientific publications with respect to the sample quality criteria (please refer to Atkins et al. 2008)),
- Summarizing and synthesizing (gathering findings, constituents and their building blocks from resulting scientific publications either falling in or outside the theoretical lenses used in this article (Section 2.1)),
- Combining and reporting the evidence by identifying the key themes/concepts in each study via lines-of-argument synthesis, while developing a general interpretation of the phenomena of interest (e.g., CE OOE, CE MOOC instructional designs) that is grounded in the themes/concepts of each study. As a result, we generate analytical themes that emerge from, and step beyond the descriptive themes as a new thematic synthesis (Thomas and Harden 2008). This last step constitutes the building blocks (Tables in Section 3) for our research, and addresses our research question.
3. Results
3.1. Structuration Constituents among Classical Capital and Neo-Capital
3.2. Structuration Constituents among Incumbent Technologies and Emerging Technologies
3.3. Structuration Constituents between Agents and Structures
3.4. Structuration Constituents among Broader Set of Agents and Structures with a View on Technologies
4. Discussion
4.1. Multiple Value Formation through CE OOE and CE MOOC Instructional Designs
4.2. Emerging Educational Tools and Technologies for CE OOE and CE MOOC Instructional Designs
4.3. Multi-Level and Multi-Domain Varieties of Agents, Structures and Technologies for a CE OOE Context
4.4. Implications for Policy and Financing for CE OOE and CE MOOCs
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
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Varieties of Capital Needs for CE OOE and/or CE MOOCs | Constituents | Source in EfS |
---|---|---|
Human Capital Development Focus: Internal structures of individual agents and active agency of individual agents (seven findings) | Autonomous study and the sharing of global education resources | (Li and Zhou 2018) |
Autonomy in, mastery of and purpose of using the tools (e.g., skill-building) via MOOCs | (Fini 2009) | |
Possibility of developing personal knowledge management skills with options for passive, time-saving mailing lists and interactive, time-consuming discussions forums | (Fini 2009) | |
Setting up a right balance between theoretical and practical examples by ensuring satisfaction with case studies | (Aksela et al. 2016) | |
Changing and improving personal perceptions of sustainability | (Aksela et al. 2016) | |
Improving the understanding of complex systems (e.g., interrelatedness of CE transitions and Sustainable Development Goals) | (Aksela et al. 2016) | |
Providing other support (e.g., technical and learning strategies for learners) | (Aksela et al. 2016; Cano 2015) | |
Social Capital Development Focus: Internal structures of groups of agents and active agency of groups of agents (six findings) | The support for interaction, the integration of a multidisciplinary team around an issue | (Argueta-Velazquez and Ramirez-Montoya 2017; Ramirez-Montoya 2018) |
Communication with other learners and getting feedback from them, as well as from teachers and tutors | (Aksela et al. 2016; Mishra et al. 2017) | |
Possibility of establishing interdisciplinary MOOC study groups | (Chen and Chen 2015) | |
Making supporting tools available to convene a conversation about, e.g., circular economy, sustainable development, sustainability, and climate change | (Burch and Harris 2014) | |
Maintaining an active participant discussion even in the case of the removal of educator facilitation | (Sneddon et al. 2018; Aksela et al. 2016) | |
Connectivist–heutagogical (social and cultural individual) learning using Garrison’s Community of Inquiry Model, e.g., (cognitive, social and teaching presence for educational experiences) | (Kaul et al. 2018) | |
Cultural Capital Development Focus: Internal structures of agents and active agency of agents and groups of agents (four findings) | Supporting and logging the processes of negotiation, cultural articulation, and identity formation which occur through e-conversations and which can include large populations from different backgrounds | (Burch and Harris 2014) |
Activating the implications of these e-conversations for the broader, e.g., climate change, discourse for the definition of the problem, attributions of responsibilities, and the development of solution offers, options or solutions | (Burch and Harris 2014) | |
Improving the understanding of the complex systems (e.g., interrelatedness of, e.g., CE transitions and SDGs) in communities | (Aksela et al. 2016) | |
Changing and improving perceptions of sustainability in communities | (Aksela et al. 2016) | |
Physical/Technological Capital Development Focus: External Structures (Organizational, Technological, Institutional) (five findings) | Presentation of educational content through high-impact short videos, info-graphics and OER | (Argueta-Velazquez and Ramirez-Montoya 2017; Ramirez-Montoya 2018) |
Using a pedagogical model that integrates gamification into teaching and learning | (Argueta-Velazquez and Ramirez-Montoya 2017; Ramirez-Montoya 2018) | |
Refining the socio-technical issues of computer-supported collaborative learning | (Wise and Schwarz 2017) | |
Providing mobile MOOCs, the mobile-based programs, apps, which enable teachers to use the program without space and time constraints or providing learners on the move a seamless accessibility to content, both of which are deemed as key enabling factors in post-qualification and continuing professional development courses for busy practitioners who work full-time. | (Meinert et al. 2018; Grealy 2015) | |
Technological tailoring for particular learning needs of solicitors and trainees who have time-demanding careers, and who would benefit from being offered flexible options in terms of engaging with their learning processes, supported by digital notifications | (Meinert et al. 2018) |
Emerging Technologies | Agents in Focus | Constituents | Source in EfS |
---|---|---|---|
Learning Analytics using Neural Networks | Learners | Static versus Dynamic: A hybrid neural network (NN) model which integrates a Convolutional Neural Networks (CNN) and with Gated Recurrent Unit (GRU)-based Recurrent Neural Networks (RNN) in an effort to dynamically detect individual learning features | (Li and Zhou 2018) |
G-Rubric | Learners | Assessment tech versus semantic assessment technologies, via using latent semantic analysis (LSA) as an automatic assessment tool | (Lancho et al. 2018) |
Semantic Analysis Models | Learners | Transition from impassive analysis models to a semantic analysis model (SMA) to track the emotional tendencies of learners | (Wang et al. 2018) |
SMART Teaching 3.0 | Educators | Sharing educational experiences of in-service teachers using the community of inquiry (CoI) framework, providing community-centered professional support for in-service teachers | (Lee and Kim 2016; Kaul et al. 2018) |
Creative Commons Licenses (CC) | Educators (Licensing) | A paradigm shift from top-down, institution-centered teacher training to bottom-up, learner-centered professional development in teacher education with reuse and redistribution among instructors due to the privacy of the contents created. Emerging issue: intellectual property right protection of networked teaching and open educational resources | (Lee and Kim 2016 ) |
Fedora Commons Repository | Technology (Managers, entrepreneurs) | Repository for an OER back-end to manage OER resources | (Chunwijitra et al. 2016) |
Moodle and Elgg | Technology Managers, Entrepreneurs (Interactions) | MOOCs which imply an integration of virtual learning environments | (Coelho et al. 2015) |
FedX API | Technology Managers, Entrepreneurs (Interactions) | An API including a packet encapsulation and a data transmission module which organizes open educational resources between systems. Resources can be exchanged among the third-party OER repositories by an OAI-PMH harvesting tool, situating an OER-MOOC interaction | (Chunwijitra et al. 2016) |
OER-MOOC Interaction | Learners, Technology, Educators, Entrepreneurs (Interactions) | Development of online educational resource sharing and analyzing these sharing activities through a comparative analysis of foreign open classes and domestic resource sharing courses, sharing of resources and communication between teachers and students; Open Educational Resources, Open Courses, Open Communities and Open Schooling | (Cai et al. 2016; Okada and Sherbone 2018) |
WeChat Public Platform Integration | Learners, Technology, Educators (Interactions) | Improving learning efficiency via positive interactions between teachers and students in a network-based teaching mode using the WeChat public platform to build a virtual learning environment that comes with standards for public educational resources | (Cai et al. 2016) |
Digital Learning Strategies | Learners, Technology, Educators, Entrepreneurs (Interactions) | Situating technology-enhanced learning strategies: such as content curators, information filters (proposing systems), learning algorithms for intelligent and self-adaptive tutorial systems as novel digital learning strategies | (Cano 2015) |
External Structures | Internal Structure of Agents | Active Agency | Outcomes | Source in EfS |
---|---|---|---|---|
Major MOOC platforms, Learning Management Systems (Technological structures) | Individual learning preferences | Autonomous study (Learners) | Sharing of global education resources, the MOOC platforms offering specific learning paths, relevant contents individually according to learners’ identified learning features | (Li and Zhou 2018) |
Societal structure relevance | Vocational relevance | Individual relevance (Learners) | Autonomy, Competence/Mastery, Purpose | (Aksela et al. 2016) |
Course structure | Motivation by peers which increases continuity of interactions | Individual participation (Learners) | Improvement of online learning group processes | (Mayende et al. 2017; Gil et al. 2018) |
Mandatory marks (Evaluation structure) | Virtual handholding | Active involvement (Learners) | Awards for participation | (Grealy 2015) |
The areas of technology | Academic cultural practices | Embedding innovations (Educators) | Digital scientific literacy | (Fitzgerald et al. 2015) |
Partite | Structuration Constituents with Respect to Technologies | Actors | Structures |
---|---|---|---|
External Structures of Structure (three themes) |
| Policymakers, Ministerial bureaucrats, CE and OOE experts Educational and Technical administrators, Educational technology developers, Educators, Learners, CE agents, Community organizers | Politico-administrative structure, Organizational technical structure, Techno-economic structure, Socio-economic structure |
Internal Structures of Agents (two themes) |
| Additional to the list above: Students, Learners, Teachers | Additional to the list above: Labor market structure |
Active Agency (two themes) |
| Additional to the list above: Entrepreneurial OOE and CE agents in public, private and social sectors | Additional to the list above: Labor market structure |
Outcomes (two themes) | Events that relate to implementation of strategies (rules) for creating incentives (resources) and identification of best educational (technology) practices e.g., in:
| Agents and technologies with new rules, resources from organizations (of structures involved) New mindsets (for agents involved) New educational tools and technologies | Geographically, historically institutionalized chains/trajectories of survived/fittest outcomes, and events |
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Türkeli, S.; Schophuizen, M. Decomposing the Complexity of Value: Integration of Digital Transformation of Education with Circular Economy Transition. Soc. Sci. 2019, 8, 243. https://doi.org/10.3390/socsci8080243
Türkeli S, Schophuizen M. Decomposing the Complexity of Value: Integration of Digital Transformation of Education with Circular Economy Transition. Social Sciences. 2019; 8(8):243. https://doi.org/10.3390/socsci8080243
Chicago/Turabian StyleTürkeli, Serdar, and Martine Schophuizen. 2019. "Decomposing the Complexity of Value: Integration of Digital Transformation of Education with Circular Economy Transition" Social Sciences 8, no. 8: 243. https://doi.org/10.3390/socsci8080243
APA StyleTürkeli, S., & Schophuizen, M. (2019). Decomposing the Complexity of Value: Integration of Digital Transformation of Education with Circular Economy Transition. Social Sciences, 8(8), 243. https://doi.org/10.3390/socsci8080243