Designing interactive systems for the developing world - reflections on user-centred design
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
User-centred design (UCD) is a well-accepted and useful design methodology for designing interactive systems. In recent years, developing world researchers have attempted to utilise UCD but with mixed results. The results from two developing world, UCD projects, MuTI Mobile and CyberTracker, have shown that the analysis tools and techniques provided by UCD are useful but difficulties arise when interpreting the analysis findings to produce a requirements specification. In particular, traditional UCD methodologies fail to consider the broader and complex effects of the user's physical and social environments. The field studies also highlighted the limitations of existing early-stage prototyping techniques, such as paper-prototyping. The authors address these issues by presenting several tools and techniques that they feel are more suited to the developing world and essential components of a candidate ‘UCD4Dev’ methodology. These tools and techniques include the use of ‘4Dev’ frameworks, such as the ‘Real Access/Real Impact’ criteria, to highlight pertinent developing world issues, the use of higher fidelity technology artefacts during early stage prototyping, the importance of developing a motivated user group and the need for a progressive participatory design approach.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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