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References:
Amelink, C. T., Grote, D. M., Norris, M. B., & Grohs, J. R. (2024). Transdisciplinary learning opportunities: exploring differences in complex thinking skill development between STEM and non-STEM majors. Innovative Higher Education, 49(1), 153-176.
Durrheim, K., & Foster, D. (1997). Tolerance of ambiguity as a content specific construct. Personality & individual differences, 22(5), 741-750.
Feng, X., Wang, X., Huo, Y., & Luo, Y. (2024). Inquiry in uncertainty-nursing students' learning experience in challenge-based learning: A qualitative study. Nurse Education Today, 135, 106093.
Furnham, A., & Marks, J. (2013). Tolerance of ambiguity: A review of the recent literature. Psychology, 4(09), 717-728. Gallagher, S. E., & Savage, T. (2023). Challenge-based learning in higher education: an exploratory literature review. Teaching in Higher Education, 28(6), 1135-1157.
Pokojska, J. (2022). Competences of the Future as a Transdisciplinary Issue. Paper presented at the Proceedings of the 13th International Multi-Conference on Complexity, Informatics and Cybernetics: IMCIC.
Saarikoski, L., & Rybushkina, S. (2019). Developing tolerance for ambiguity and uncertainty by interdisciplinary intensive courses.
Stoycheva, K. (2010). Tolerance for ambiguity, creativity, and personality. Bulgarian Journal of Psychology(1-4), 178-188. ...
References:
Amelink, C. T., Grote, D. M., Norris, M. B., & Grohs, J. R. (2024). Transdisciplinary learning opportunities: exploring differences in complex thinking skill development between STEM and non-STEM majors. Innovative Higher Education, 49(1), 153-176.
Durrheim, K., & Foster, D. (1997). Tolerance of ambiguity as a content specific construct. Personality & individual differences, 22(5), 741-750.
Feng, X., Wang, X., Huo, Y., & Luo, Y. (2024). Inquiry in uncertainty-nursing students' learning experience in challenge-based learning: A qualitative study. Nurse Education Today, 135, 106093.
Furnham, A., & Marks, J. (2013). Tolerance of ambiguity: A review of the recent literature. Psychology, 4(09), 717-728. Gallagher, S. E., & Savage, T. (2023). Challenge-based learning in higher education: an exploratory literature review. Teaching in Higher Education, 28(6), 1135-1157.
Pokojska, J. (2022). Competences of the Future as a Transdisciplinary Issue. Paper presented at the Proceedings of the 13th International Multi-Conference on Complexity, Informatics and Cybernetics: IMCIC.
Saarikoski, L., & Rybushkina, S. (2019). Developing tolerance for ambiguity and uncertainty by interdisciplinary intensive courses.
Stoycheva, K. (2010). Tolerance for ambiguity, creativity, and personality. Bulgarian Journal of Psychology(1-4), 178-188.
Change to Care
Transforming Our Education and Focus on Students’ Identity Development
We believe that TU Delft has a unique opportunity to lead the way in reimagining engineering education for the VUCA world. By embracing the principles outlined in this manifesto, we can empower our students to become the future-proof engineers that our society needs. We invite all members of the TU Delft community – faculty, students, and staff – to join us on this exciting journey. ...
We believe that TU Delft has a unique opportunity to lead the way in reimagining engineering education for the VUCA world. By embracing the principles outlined in this manifesto, we can empower our students to become the future-proof engineers that our society needs. We invite all members of the TU Delft community – faculty, students, and staff – to join us on this exciting journey.
UNSPEAKABLE
Hidden curriculum of transdisciplinary skills
The exploration is made within the Technical University of Delft. It is to be expected that lessons learned will not be exclusive to this context and can be applied in other settings that aim for societal impact of science and education as well. ...
The exploration is made within the Technical University of Delft. It is to be expected that lessons learned will not be exclusive to this context and can be applied in other settings that aim for societal impact of science and education as well.
As a result, in any engineering development, future engineers must consistently be aware of the size and extent of the impact. The fact that this comes with major uncertainties implies that future engineers should not only be educated in the “hard” technique and management of stakeholders but also in how to deal with uncertainty. Technical and social systems in society have become complex or wicked; consequently, a planned and control-focused approach will invariably fail. Even when not designing them themselves, engineers need skills to cope with unanticipated events, values and stakeholder positions.
This requires students to learn how to anticipate the social, technical, societal and environmental impact of their actions. For this, they need skills that transcend the ‘hard’ scientific and technical skills related to disciplinary education and focus also on e.g. transdisciplinary skills. Tan et al. (2019) listed systems thinking, metacognition, empathy, and open-mindedness as essential for reaching transdisciplinarity.
Much has been written about the necessity of such skills, but less about how these could be translated to effective learning and teaching strategies for specific, dedicated and desired learning outcomes fitting to the development level (1st to 5th year students) of the students within their respective programs (BSc, Minor, Master) that are also assessable in an educational context.
In this session, we will briefly discuss the necessity of an approach to dissecting transdisciplinary tools into their basic concepts, collecting already existing pedagogical methods, and designing new ways to practice these skills. Then, we will ask the audience to participate in a quick brainstorm session to generate ideas for how systems thinking, metacognition, empathy, or open-mindedness could be incorporated in educational programmes. After sharing the results of the brainstorming, our panel will discuss some important aspects of transdisciplinary education we came across during or university-wide research on teaching practices, led by statements and dilemmas. ...
As a result, in any engineering development, future engineers must consistently be aware of the size and extent of the impact. The fact that this comes with major uncertainties implies that future engineers should not only be educated in the “hard” technique and management of stakeholders but also in how to deal with uncertainty. Technical and social systems in society have become complex or wicked; consequently, a planned and control-focused approach will invariably fail. Even when not designing them themselves, engineers need skills to cope with unanticipated events, values and stakeholder positions.
This requires students to learn how to anticipate the social, technical, societal and environmental impact of their actions. For this, they need skills that transcend the ‘hard’ scientific and technical skills related to disciplinary education and focus also on e.g. transdisciplinary skills. Tan et al. (2019) listed systems thinking, metacognition, empathy, and open-mindedness as essential for reaching transdisciplinarity.
Much has been written about the necessity of such skills, but less about how these could be translated to effective learning and teaching strategies for specific, dedicated and desired learning outcomes fitting to the development level (1st to 5th year students) of the students within their respective programs (BSc, Minor, Master) that are also assessable in an educational context.
In this session, we will briefly discuss the necessity of an approach to dissecting transdisciplinary tools into their basic concepts, collecting already existing pedagogical methods, and designing new ways to practice these skills. Then, we will ask the audience to participate in a quick brainstorm session to generate ideas for how systems thinking, metacognition, empathy, or open-mindedness could be incorporated in educational programmes. After sharing the results of the brainstorming, our panel will discuss some important aspects of transdisciplinary education we came across during or university-wide research on teaching practices, led by statements and dilemmas.
Why do we do science?
Navigating the paths of individual excellence and team science
The COVID-19 paradox of online collaborative education
When you cannot physically meet, you need more social interactions
Collaborative learning is a teaching method that brings together students to discuss a topic important for a given course or curriculum and solve a related problem or create a product. By doing this, learners create knowledge together and gain 21st –century skills such as communication, critical thinking, decision making, leadership and conflict management. Universities had to close their campuses and turn their education fully online in 2020 due to the COVID-19 pandemic, which created a forced step in the evolution of the digitalisation of collaborative teaching. How did TU Delft face this challenge? How did the students experience the online version of collaborative learning? How did distant learning affect their motivation? This article presents four student team projects investigating these questions from the collaborative learning perspective. One of the significant findings of these projects is the lack of socio-emotional interactions during online collaborative work. We present a few guidelines on how to enable these interactions when designing online or blended collaborative education.
SEED, a 2-day-long co-creation think tank was organised around the topic of Blockchain for Science. The aim of SEED was to create multidisciplinary teams out of stakeholders to solve critical issues of the scientific life cycle. Librarians, Blockchain developers, researchers from natural and social sciences were sitting together with lawyers, grant officers and patent officers to formulate concrete problems and to come up with Blockchain-based solutions. Six teams were working on the issues, and at the end of the sessions, they have voted for the best project which was developed to a minimal viable product.
Qualitative analysis of team processes during the think tank show that co-design helped the freshly formed multistakeholder teams in initiating effective discussions in most cases. Analyzing the interrelations of the stakeholders and understanding other stakeholders’ perspectives helped the deeper understanding of the problems. Those teams, which discussed fundamental issues standing behind the problems more were able to come up with game-changing and creative solutions, compared to those in which participants had a fixed mindset.
Based on our experiences, we argue that co-design has the potential to initiate effective discussions between different stakeholders of science communication-related complex problems, leading to a deeper understanding of the problems and to more successful solutions. ...
SEED, a 2-day-long co-creation think tank was organised around the topic of Blockchain for Science. The aim of SEED was to create multidisciplinary teams out of stakeholders to solve critical issues of the scientific life cycle. Librarians, Blockchain developers, researchers from natural and social sciences were sitting together with lawyers, grant officers and patent officers to formulate concrete problems and to come up with Blockchain-based solutions. Six teams were working on the issues, and at the end of the sessions, they have voted for the best project which was developed to a minimal viable product.
Qualitative analysis of team processes during the think tank show that co-design helped the freshly formed multistakeholder teams in initiating effective discussions in most cases. Analyzing the interrelations of the stakeholders and understanding other stakeholders’ perspectives helped the deeper understanding of the problems. Those teams, which discussed fundamental issues standing behind the problems more were able to come up with game-changing and creative solutions, compared to those in which participants had a fixed mindset.
Based on our experiences, we argue that co-design has the potential to initiate effective discussions between different stakeholders of science communication-related complex problems, leading to a deeper understanding of the problems and to more successful solutions.
Transdisciplinary team processes within the Dutch Blockchain Coalition
Reflection on transdisciplinary team processes within the Dutch Blockchain Coalition based on a case study of three teams
The collaborating partners share their human capital, risk and resources, join complementary skills and capacities in the course of joint work. These collaborations, often called as collaborative networks create new expectations, alter roles and shift communication practices for its members. The partners have to adjust to new social, organizational and management settings and adapt to the new collaboration-facilitating technologies. Organizations that lack the ability to share and collaborate have a huge potential to resist these adjustments and adaptation processes and limit the effectiveness of the collaboration as a whole. This could lead to the failure of the join work.
We claim that next to the technology readiness levels, collaboration readiness levels of research teams, organizations or companies can be measured and needs to be used within innovation processes. Much has been studied regarding the success factors of collaborations, or the collaboration readiness of distinct partners working together, but still, the evaluation of such collaborations are yet done at the last phase and are generally based on the number of produced research publications and patents. Our goal is to build a Collaboration Readiness framework that can be used to measure the collaborative status of collaborative networks even during their formation to support them in reaching their utmost potential.
Blockchain, the distributed ledger technology is a disruptive innovation, with potential uses in healthcare, food industry, energy, smart industry, logistics, and government. Blockchain entails an entirely new way of identification, transacting, trading and regulation. Blockchain is best seen as a technology that is co-created with multiple stakeholders. The heterogeneity of the actors involved in its development implies that these stakeholders are likely to have very different backgrounds and interests and as a result, they are also likely to have very different understandings of Blockchain regarding (for example) what it is and what it should do. This can both hamper collaboration among these stakeholders and reduce widespread support for Blockchain.
A pilot study was performed on the Dutch Blockchain Coalition in 2017 to map how different internal stakeholders collaborate, how they perceive the technology, how they reach out, and how these issues could determine the success of Blockchain innovations. The aim of the pilot study was dual. First, to check the theoretical framework of collaboration readiness generated by the authors based on theoretical input as the first step in the design-based research approach. The results of the pilot were used to give feedback on issues that should be changed by the coalition to become more effective. The report on our findings was used to implement several organizational changes. This presentation summarizes the collaboration readiness framework, the pilot research, and draws the silhouette of the further research. ...
The collaborating partners share their human capital, risk and resources, join complementary skills and capacities in the course of joint work. These collaborations, often called as collaborative networks create new expectations, alter roles and shift communication practices for its members. The partners have to adjust to new social, organizational and management settings and adapt to the new collaboration-facilitating technologies. Organizations that lack the ability to share and collaborate have a huge potential to resist these adjustments and adaptation processes and limit the effectiveness of the collaboration as a whole. This could lead to the failure of the join work.
We claim that next to the technology readiness levels, collaboration readiness levels of research teams, organizations or companies can be measured and needs to be used within innovation processes. Much has been studied regarding the success factors of collaborations, or the collaboration readiness of distinct partners working together, but still, the evaluation of such collaborations are yet done at the last phase and are generally based on the number of produced research publications and patents. Our goal is to build a Collaboration Readiness framework that can be used to measure the collaborative status of collaborative networks even during their formation to support them in reaching their utmost potential.
Blockchain, the distributed ledger technology is a disruptive innovation, with potential uses in healthcare, food industry, energy, smart industry, logistics, and government. Blockchain entails an entirely new way of identification, transacting, trading and regulation. Blockchain is best seen as a technology that is co-created with multiple stakeholders. The heterogeneity of the actors involved in its development implies that these stakeholders are likely to have very different backgrounds and interests and as a result, they are also likely to have very different understandings of Blockchain regarding (for example) what it is and what it should do. This can both hamper collaboration among these stakeholders and reduce widespread support for Blockchain.
A pilot study was performed on the Dutch Blockchain Coalition in 2017 to map how different internal stakeholders collaborate, how they perceive the technology, how they reach out, and how these issues could determine the success of Blockchain innovations. The aim of the pilot study was dual. First, to check the theoretical framework of collaboration readiness generated by the authors based on theoretical input as the first step in the design-based research approach. The results of the pilot were used to give feedback on issues that should be changed by the coalition to become more effective. The report on our findings was used to implement several organizational changes. This presentation summarizes the collaboration readiness framework, the pilot research, and draws the silhouette of the further research.
The Dutch Blockchain Coalition for transformation
Whitepaper on the evolution of the Dutch Blockchain Coalition
After a period of foundation, the coalition is running and at a crucial stage of scaling-up. Capacities, abilities, ideas and concepts are available within the network to make further steps forward, but how to unleash these steps as a growing, ever-evolving network? This whitepaper aims to support the DBC’s scale-up by reflecting on its evolution from a network perspective and recommending next steps to move further towards transformative blockchain innovations. ...
After a period of foundation, the coalition is running and at a crucial stage of scaling-up. Capacities, abilities, ideas and concepts are available within the network to make further steps forward, but how to unleash these steps as a growing, ever-evolving network? This whitepaper aims to support the DBC’s scale-up by reflecting on its evolution from a network perspective and recommending next steps to move further towards transformative blockchain innovations.
Blockchain innovation and framing in the Netherlands
How a technological object turns into a ‘hyperobject’
Blockchain emerged as a well-defined technological object with limited applicability applications (e.g. Bitcoin). Embraced by more and more ‘stakeholders’, Blockchain has turned into a bounty of possibilities and promises. This raises the question whether Blockchain is turning into an overextending, affective ‘hyperobject’. Adopting a post-ANT topological perspective, and using mixed-methods analysis, this paper traces Blockchain's recent developments in the Netherlands. A media analysis of newspaper items shows a telling divide between stakeholders (including incumbents) stressing Blockchain's radicalising prospects and those (notably involved knowledge and policy workers) warning of its overhyping and lack of governance capacities. A detailed analysis of strategies and operations of the key enabler, the Dutch Blockchain Coalition, reveals how much effort has gone into face-to-face encounters and communication to frame and script the object. Yet, this also causes Blockchain to proliferate in all kinds of directions, turning into a hyperobject beyond the reach of intellectual and practical grasp.
altering the current system for research evaluation, publishing and research
funding. But would scientists use a system like that? ...
altering the current system for research evaluation, publishing and research
funding. But would scientists use a system like that?
The factors determining the success and effectiveness of transdisciplinary and intersectoral collaborations are spanning across different (personal, interpersonal, organizational, technological and socio-political) levels, making the management of these kinds of projects an ill-defined and complex problem. These collaborations create new expectations, alter roles and shift communication practices for its members. The collaborating partners have to adjust to new social, organizational and management settings, and adopt to the new collaboration-facilitating technologies. Organizations that lack the ability of and adaptive culture of sharing and collaborating have a large potential to resist to these adjustments and adaptation processes, and limit the effectiveness of the collaboration as a whole.
We propose, that next to the technology readiness levels, collaboration readiness levels of research teams, organizations or companies can be measured and needs to be used within innovation processes. In this Idea in progress session, I would like to present our preliminary results of the Science Communication research within the Dutch Blockchain Coalition. A clear example of business to business type Science Communication happening in an uncertain world of an uncertain technology, performed by uncertain engineers, business developers and policy makers in opaque collaboration processes. ...
The factors determining the success and effectiveness of transdisciplinary and intersectoral collaborations are spanning across different (personal, interpersonal, organizational, technological and socio-political) levels, making the management of these kinds of projects an ill-defined and complex problem. These collaborations create new expectations, alter roles and shift communication practices for its members. The collaborating partners have to adjust to new social, organizational and management settings, and adopt to the new collaboration-facilitating technologies. Organizations that lack the ability of and adaptive culture of sharing and collaborating have a large potential to resist to these adjustments and adaptation processes, and limit the effectiveness of the collaboration as a whole.
We propose, that next to the technology readiness levels, collaboration readiness levels of research teams, organizations or companies can be measured and needs to be used within innovation processes. In this Idea in progress session, I would like to present our preliminary results of the Science Communication research within the Dutch Blockchain Coalition. A clear example of business to business type Science Communication happening in an uncertain world of an uncertain technology, performed by uncertain engineers, business developers and policy makers in opaque collaboration processes.
ERD10 and ERD14 (for early response to dehydration) proteins are members of the dehydrin family that accumulate in response to abiotic environmental stresses, such as high salinity, drought, and low temperature, in Arabidopsis (Arabidopsis thaliana). Whereas these proteins protect cells against the consequences of dehydration, the exact mode(s) of their action remains poorly understood. Here, detailed evidence is provided that ERD10 and ERD14 belong to the family of intrinsically disordered proteins, and it is shown in various assays that they act as chaperones in vitro. ERD10 and ERD14 are able to prevent the heat-induced aggregation and/or inactivation of various substrates, such as lysozyme, alcohol dehydrogenase, firefly luciferase, and citrate synthase. It is also demonstrated that ERD10 and ERD14 bind to acidic phospholipid vesicles without significantly affecting membrane fluidity. Membrane binding is strongly influenced by ionic strength. Our results show that these intrinsically disordered proteins have chaperone activity of rather wide substrate specificity and that they interact with phospholipid vesicles through electrostatic forces. We suggest that these findings provide the rationale for the mechanism of how these proteins avert the adverse effects of dehydration stresses.
Background. The past few years have seen a vast increase in the amount of genomic data available for a growing number of taxa, including sets of full length cDNA clones and cis-regulatory sequences. Large scale cross-species comparisons of protein function and cis-regulatory sequences may help to understand the emergence of specific traits during evolution. Principal Findings. To facilitate such comparisons, we developed a Gateway compatible vector set, which can be used to systematically dissect cis-regulatory sequences, and overexpress wild type or tagged proteins in a variety of chordate systems. It was developed and first characterised in the embryos of the ascidian Ciona intestinalis, in which large scale analyses are easier to perform than in vertebrates, owing to the very efficient embryo electroporation protocol available in this organism. Its use was then extended to fish embryos and cultured mammalian cells. Conclusion. This versatile vector set opens the way to the mid-to large-scale comparative analyses of protein function and cis-regulatory sequences across chordate evolution. A complete user manual is provided as supplemental material.
Hsp90 isoforms
Functions, expression and clinical importance
The 90 kDa heat shock protein, Hsp90, is a main functional component of an important cytoplasmic chaperone complex, and it is involved in various cellular processes, such as cell proliferation, differentiation and apoptosis. Identification of Hsp90 as a molecular target of various anticancer drugs highlighted its importance from the clinical point of view. Here we summarize the current knowledge on various Hsp90 isoforms regarding their genomic location, molecular evolution, functional differences, differential induction after various environmental stresses and in pathological conditions as well as the growing importance of discriminating between Hsp90 isoforms in clinical practice.