Scattered Searches, Broken Apps, Quiet Repairs: A Feminist Autoethnographic Critique of Technology and Research on Gender-Based Violence
This is a strong CHI honorable-mention style paper because it turns a deeply situated autoethnographic account into a field-level critique of GBV technology design. Its value is not in broad empirical generalization, but in the clarity of the conceptual shift it demands: from crisis-only tools to sustained life repair and translation into practice.
Axes Lens
Rare contribution shape, typical evidence profile. The point here is not a score. It is to show what kind of claim the paper makes, and whether the evidence pattern is unusual or baseline in this 268 -review set.
Contribution shape
- Knowledge form
- normative knowledge typical · 31/268
- Novelty type
- framework typical · 59/268
- Abstraction level
- practice typical · 85/268
- Generalization target
- field argument typical · 55/268
- Validation mode
- qualitative study typical · 63/268
Evidence profile
- Evidence strength
- moderate typical · 105/268
- Claim alignment
- medium typical · 32/268
- Overclaim risk
- medium typical · 210/268
Review Summary
This paper’s contribution is primarily conceptual and normative, but it is unusually well grounded in lived experience and in the author’s embedded position within the community being discussed. The strongest move is the reframing of GBV/FM technology design away from the familiar crisis-response script and toward a longer arc of prevention, crisis, and life repair. That is a meaningful departure from common-sense HCI assumptions that a hotline, evidence-collection tool, or legal referral is sufficient if it addresses the immediate emergency. The paper instead argues that the aftermath matters: rebuilding safety, agency, belonging, and material stability is part of the problem space, not an afterthought. The novelty is therefore not a new interface or system, but a framework-level reorientation that names life repair and ties it to multi-scalar design responsibilities across individual, community, and institutional levels. The evidence base is appropriately modest and situated: retrospective diary entries, saved messages, emails, and digital traces, interpreted through feminist autoethnography and reflective conversations. That makes the paper strong as a methodological and interpretive intervention, but it also limits what can be claimed. It does not validate prevalence, comparative efficacy, or transferability across GBV populations in a statistical sense. The paper is most persuasive when read as a field argument: HCI should stop treating post-crisis support as outside the design brief, and should take sustainability, language, power, and translation into practice as core requirements. The main limitation is not a flaw in the argument, but the inherent constraint of a single, deeply situated account; readers should not overread it as evidence that all GBV interventions fail in the same way. Still, as a CHI contribution, it is compelling because it converts personal and community-embedded experience into a precise critique of what HCI has been optimizing for, and what it has been neglecting.
What Changed
Canon before
Prior HCI work on gender-based violence has often emphasized crisis response, safety planning, evidence collection, and short-lived prototypes, with less attention to longer-term recovery, community repair, and the translation of research into sustained practice.
Departure from common sense
The paper argues against the intuitive but narrow idea that GBV/FM technologies should mainly help in the immediate crisis. Instead, it insists that support must extend across prevention, crisis, and the slower work of life repair, and that design must operate across individual, community, and institutional scales.
Actual novelty
Its main contribution is a help-seeking framework that explicitly names and centers "life repair" as a distinct post-crisis stage. The framework treats recovery as multi-scalar and temporal, linking emotional recovery, material stability, agency, belonging, and institutional translation rather than stopping at crisis intervention.
Evidence
The paper is grounded in a retrospective feminist autoethnography using the author’s diary entries, saved messages, emails, and digital traces, plus reflective conversations. The argument is developed through chronological narratives and discussion of design implications, not through comparative user testing or broad sampling.
“ My findings extend this conversation by showing that help-seeking is both multi-scalar and temporal: each stage requires infrastructures that operate across individual, community, and institutional levels”
actual novelty · Discussion 5.1 (definition of life repair and proposed framework) · confidence 0.70
“ Too many interventions fail to align with the cultural and practical realities of those they intend to support, offering legal advice when legal action is neither wanted nor safe, focusing on narrow moments of crisis rather than the full help-seeking journey, or disappearing when research funding ends”
departure from common sense · Discussion 5.1 (Designing Beyond Crisis and the Individual) · confidence 0.78
“ The CoCFM had no access to the design files or materials, no way to develop it further, and nothing that could be integrated into their work”
limitation · Discussion 5.2 (Harm of Abandonment) and Conclusion 6 (sustainability/translation justice) · confidence 0.62
“ 3 A Feminist Autoethnographic Approach Autoethnography is a first-person qualitative research method in which the researcher’s own lived experience becomes both the subject and site of inquiry, using self-reflection and participation to situate the personal within broader cultural, social, and political contexts [ 14 , 30 , ”
validation scope · Methods 3.2 Data Collection & Analysis · confidence 0.74
Limits
Method limits
The method is intentionally situated and retrospective: it draws on one author’s lived experience, personal records, and community-embedded reflection. That supports depth and interpretive insight, but it does not establish prevalence, comparative effectiveness, or general causal claims across GBV/FM contexts.
Deployment limits
The paper’s own critique implies that interventions can fail when they remain prototypes or disappear after funding. Any deployment claim therefore depends on sustained organizational commitment, access to design materials, and integration with community workflows rather than one-off research outputs.
Boundary conditions
The framework is most applicable to GBV/FM contexts where help-seeking unfolds over time and where survivors move between digital search, crisis response, and rebuilding. It is less directly validated for settings requiring population-level measurement or for interventions that are not community-embedded.
Position in field
This is a critical, feminist HCI contribution that reframes GBV technology design from crisis-only support toward longer-term repair and translation justice. It is best read as a field-level normative intervention and conceptual framework rather than as an evaluated system or generalizable empirical model.