MétaCan
Menu
Back to cohort
Record W7052344620

Reorientation of Design Education towards a sustainable future : how, what and why?

2020· article· en· W7052344620 on OpenAlexaboutno aff

Bibliographic record

VenuePublications (Mid Sweden University) · 2020
Typearticle
Languageen
FieldEngineering
TopicMagneto-Optical Properties and Applications
Canadian institutionsnot available
Fundersnot available
KeywordsSustainabilityGovernment (linguistics)Function (biology)Higher educationPerspective (graphical)Quarter (Canadian coin)Social responsibilitySustainable design
DOInot available

Abstract

fetched live from OpenAlex

Recently, there has been a wide interest in sustainability in design research (Bichler and Beier, 2016; Campbell, Douglas, MacDiarmid, 2016; Haug, 2016). In media, this phenomena is described as the "Greta Thunberg effect" (Watts, 2019). In the article “The Uninhabitable Earth” (Wallace-Wells, 2017) the author runs through a number of extreme climate possibilities, this is one of the most-read article in New York Magazine’s history and has spawned a fleet of commentary across the world. Although, this topic has been noticed for a long time, even in 200 years ago scholars argued that the Earth's resources were limited (Jonsson, 2017). Despite insights from history, progress towards a sustainable society is slow (wwf, 2016). The designer and educator Papanek argued in 1985 that all design should have a function and thus be socially and ecologically aware. However, when the Swedish Higher Education Authority (UKÄ) was tasked by the Swedish government to conduct an evaluation of efforts by universities to promote sustainable development, the results show that only a quarter of the academic institutions meet the criteria set (Fors, Holmquist, Helldahl, Lundh, Öst, 2017). In this paper, we argue that higher education has a responsibility to pay attention to how sustainability can become more extensive in our educational practice. In accordance with Claudine (2017), we argue that good design applied to real world problems can lead to major improvements in lifestyle and living standards. Haug (2016) means that design education should apply a broader perspective to encourage design students’ to create sustainable solutions as well as engaging others. At Mid Sweden University design students have worked with sustainability for many years. In their exam projects they identify sustainability problems related to UN global goals for sustainable development, creating design solutions grounded in real world problems. The purpose of this paper is to explore how sustainability is expressed in exam projects, and what topics the students have worked with from a designer as author perspective, in order to share knowledge and contribute to socially sustainable shifts in society. Methods used are visual content analysis and visualizations summarizing the results. The preliminary results indicate what sustainable issues the young population find most important and what design solutions the students develop and express in various ways, not only as artefacts, but as products of an investigation of the pluriverse (Escobar, 2018). This is turn, opens to a discussion of the many different cultures which are present in society. In the full paper we problemize this further.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.013
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.018
Threshold uncertainty score0.070

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0130.017
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0050.026
Scholarly communication0.0180.018
Open science0.0010.007
Research integrity0.0060.008
Insufficient payload (model declined to judge)0.0070.002

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.017
GPT teacher head0.189
Teacher spread0.172 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2020
Admission routes1
Has abstractyes

Explore more

Same venuePublications (Mid Sweden University)Same topicMagneto-Optical Properties and ApplicationsFrench-language works237,207