Design Processes and Tools as Oppression? Rethinking our Design Practice for more Just Design Outcomes
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Our design processes and tools matter, as our design is always shaped by the processes and tools that we use. Context necessarily shapes the content of our design processes and tools. But, without paying attention to the content emerging from that context, the use of these tools and processes may become oppressive. In the wake of colonialism, the un-reflexive use of design tools and processes underpinned by Western conceptual ideas and schema can lead to oppression for design with non- Western or Indigenous peoples. Even tools and processes designed with a supposedly liberatory intent, such as promoting democratic practice or equality, can lead to oppression in their un-reflexive use. Looking at two experiences from my design practice with my own hapū (clan), this article explores the ways in which ideas of democratic participation and equality raised in these two design spaces could function in an oppressive way to cause a form of violence against our traditional lifeworld. This article proposes some ways in which this aspect of design might be modified to help lead to more just design outcomes, through a more reflective and intentional approach when choosing and applying the design tools and processes we use in our design practice.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it