---
title: Situated Participatory Design
url: https://www.emergentmind.com/topics/situated-participatory-design-spd
type: topic
---

# Situated Participatory Design

Situated Participatory Design (sPD) is an evolution of traditional Participatory Design (PD) that foregrounds the embedding of co-design activities within the everyday, contextual realities of participants. sPD is defined by two central commitments: (1) agency is cultivated prior to, and as a prerequisite for, meaningful participation, and (2) design activities are anchored in localized situations—be these physical, social, organizational, or epistemic—ensuring outcomes are not just theoretically inclusive but practically transformative. sPD has been operationalized in domains ranging from political empowerment of vulnerable populations and co-design of complex socio-technical infrastructure to the in situ refinement of human–robot interactions and the dynamic negotiation of AI alignment values [2005.03534, 2504.13862, 2302.00588, 2601.15895].

## 1. Theoretical Principles: Agency, Situatedness, and Participation

sPD re-conceptualizes two key elements of design:

**Agency before Participation:** In contrast to classical PD, which assumes participants possess the inherent agency to envision and enact future scenarios, sPD specifically addresses contexts of vulnerability or power asymmetry. Design encounters are sequenced so that participants first develop a sense of themselves as actors within their immediate environment (“agentic-future-envisionment”), before being asked to deliberate about or intervene in broader, institutional structures [2005.03534]. In mathematical notation:
- $A_s$ = agency in small-scale context;
- $P_s$ = participation in small-scale context;
- $A_L$ = agency in large-scale/institutional context;
- $P_L$ = participation in large-scale context.

sPD formalizes:
1. $\Delta A_s > 0 \implies \Delta P_s > 0$
2. $P_s \rightarrow \Delta A_L$
3. $\Delta A_L > 0 \implies \Delta P_L > 0$

**Situatedness:** Drawing from ethnographic and feminist theory, sPD insists that values, needs, and capacities materialize only in context and cannot be abstracted meaningfully from lived practices. The design process, therefore, is inseparable from the material, social, and organizational settings in which it is enacted [2504.13862, 2601.15895]. 

**Participatory Co-Construction:** sPD positions users as epistemic agents who co-create design and alignment practices through hands-on, contextually embedded activities. This participation extends beyond consultation to ongoing, run-time interventions and feedback [2601.15895].

## 2. Domain-Specific Methodologies and Protocols

sPD is not a single methodology but an adaptable meta-framework operationalized through situated protocols, detailed in recent case studies:

**Empowerment in Vulnerable Populations:** Workshops for Nepalese sex-trafficking survivors employed low-literacy, multimodal artifacts (drawings, collage, oral narration), future-vision worksheets across six life domains, and problem-mapping posters. Activities were conducted in the shelter environment, leveraging everyday metaphors (e.g., family or village relations) to scaffold agency-building prior to institutional engagement [2005.03534].

**EHR Component Design in Healthcare:** The ERIOS lab at CHU de Montpellier embedded sPD in the workplace, structuring interaction through three phases—Ethnographic Observation (Telling), Individual/Collective Prototyping (Making), and Realistic Simulation (Enacting). Boundary objects (paper and digital prototypes), iterative simulation with clinical artifacts, and a co-facilitation charter redistributed agency and surfaced tacit expertise [2504.13862].

**Human–Robot Interaction with Older Adults:** sPD for assistive robots in senior living facilities unfolded in three phases: (i) Discovery and User Enactment (real robot demonstration and scenario co-design in residents’ apartments), (ii) Simulated deployment (unsupervised, in situ testing), and (iii) Stakeholder reflection involving caregivers and organizational leadership. Tooling included Wizard-of-Oz teleoperation, multi-modal logs, and iterative scenario worksheets [2302.00588].

**AI Alignment as Situated Practice:** Participatory workshops with LLM users, using two-week misalignment diaries, collaborative reflection on value conflicts, and generative interface prototyping. The process surfaced concrete user “roles” (adjuster, interpreter, non-engager, steward), translated metaphoric concepts into speculative interface proposals, and articulated design principles for real-time, context-responsive alignment management [2601.15895].

## 3. Conceptual Models and Frameworks

**Relational Space Models:** sPD projects often formalize the redistribution of agency using relational indices and process frameworks. For example, agency-shift can be represented as:
$$
p_s^\text{final} = p_s^\text{initial} + \Delta p \\
p_{\text{IT}}^\text{final} = p_{\text{IT}}^\text{initial} - \Delta p
$$
Where $p_s$ and $p_{\text{IT}}$ are the agency indices for staff and IT specialists, respectively, and $\Delta p$ is the shift induced by co-design interventions [2504.13862].

**Process Frameworks:** The Telling–Making–Enacting (TME) model organizes sPD workflows:
- **Telling:** Elicitation of lived narrative and pain points.
- **Making:** Collective prototyping and critique.
- **Enacting:** Realistic scenario simulation, often with disruptive real-world events.

**Interactional Alignment Loop:** In AI contexts, alignment is structured as an interactive sequence:
$$
\text{User Action} \rightarrow \text{Model Output} \rightarrow \text{Breakdown Detection} \rightarrow \text{User Reflection} \rightarrow \text{User Intervention} \rightarrow \text{Model Regeneration}
$$
This loop, in conjunction with interface affordances (sliders, prompt libraries, “abort” controls), constitutes a run-time instantiation of sPD [2601.15895].

## 4. Insights, Benefits, and Limitations Across Domains

**Empirical Insights:**
- Agency accrues through participation in small-scale, personally meaningful acts, subsequently catalyzing readiness for larger-scale or institutional action [2005.03534].
- In situ, experience-based engagement reveals design breakdowns and emergent needs not available through simulated or abstract prototyping [2302.00588].
- Dedicated relational spaces—physical (workshops, labs), material (props, dashboards), and digital (intranet forums, prompt libraries)—enable more equitable negotiation across stakeholder groups [2504.13862].
- Participatory value alignment in AI surfaces not only technical misalignments (hallucinations, overconfidence) but also social and ethical tensions, such as autonomy, interpretability, and collective responsibility [2601.15895].

**Benefits:**
- Enhanced user agency and self-efficacy, especially critical with marginalized or dependent populations [2005.03534].
- Early, context-specific surfacing of practical and social constraints, facilitating robust design iteration [2302.00588].
- Redistribution of power and expertise among participating groups, averting designer-centric or technologically deterministic outcomes [2504.13862].
- Creation of generative, reflexive interfaces that accommodate situated, evolving values rather than presupposing static, abstract value sets [2601.15895].

**Limitations:**
- Tooling and session design are resource-intensive, often restricting the scope of participant involvement per cycle [2302.00588].
- Outcomes are often qualitative and emergent rather than quantitatively benchmarked, though future work may integrate metrics such as iteration counts or satisfaction ratings [2302.00588].
- Longitudinal effects of agency-building and situated alignment require sustained engagement, often difficult under institutional or funding constraints [2005.03534, 2601.15895].

## 5. Design Challenges and Operational Considerations

sPD foregrounds key operational challenges:
- **Negotiating Power and Authority:** Activities must support transparent navigation of outsider/insider dynamics and organizational hierarchies, as exemplified by researcher–participant negotiations in vulnerable populations and clinician–IT relationships in healthcare settings [2005.03534, 2504.13862].
- **Multimodal Artifacts and Accessibility:** Low-barrier artifacts and non-textual modes (e.g., drawing, enactment, speech) are needed when working with participants with limited formal education or physical/cognitive constraints [2005.03534, 2302.00588].
- **Iterative, Flexible Tooling:** Reconfigurable spaces, material “boundary objects,” and digital supports allow sPD to surface authentic input, facilitate negotiation, and support real-time iteration [2504.13862].
- **Emotional and Ethical Safety:** Representation of sensitive life events or trauma requires culturally resonant metaphors and opt-out mechanisms to ensure emotional safety [2005.03534].
- **Collective and Reflexive Tools:** In AI applications, tools to capture misalignments, surface positionality, and foster communal reflection (dashboards, prompt libraries) are essential for collective sense-making and value co-construction [2601.15895].

## 6. Cross-Domain Generalizability and Future Directions

sPD demonstrates significant promise across a diversity of sociotechnical contexts:
- Transferability to new domains (assistive tech, public services, education, complex AI systems) is contingent on the careful adaptation of participatory protocols, context-specific artefacts, and stakeholder configurations [2302.00588, 2601.15895].
- Future research directions include the automation of iterative interaction pipelines, quantitative benchmarking of participation and satisfaction, scaling up to larger user populations, and the formalization of models mediating authority—particularly in the context of supervisory control and institutional oversight [2302.00588].
- sPD suggests a reorientation of design expertise: from producing deliverables to enabling ongoing, collective, and context-resonant platforms for action across technical, organizational, and political registers [2504.13862, 2601.15895].

## 7. Summary Table: Key Characteristics of sPD Instantiations

| Domain/Application              | Contextual Anchoring                          | Distinctive sPD Feature                  |
|---------------------------------|-----------------------------------------------|------------------------------------------|
| Political empowerment           | Shelter, village, and family relationships    | Sequenced agency-building, multimodal    |
| EHR co-design                   | Hospital-adjacent lab, clinical workflows     | Telling-Making-Enacting, relational spaces|
| Human–robot interaction         | Resident apartments, senior living facility   | In-situ enactment, Wizard-of-Oz, reflection|
| AI value alignment              | User work practices, LLM-based research       | Misalignment diaries, participatory interface prototyping|

Each instantiation adapts sPD principles—agency before participation, situatedness, participatory co-construction—to the material and sociopolitical exigencies of its context, leveraging context-specific protocols, artifacts, and iterative cycles [2005.03534, 2504.13862, 2302.00588, 2601.15895].

Source: https://www.emergentmind.com/topics/situated-participatory-design-spd