Operationalizing the Six-Field Integration Model — A Four-Stage Mapping from Theory to Practice

The six-field integration model was set out, as theory, in Six-Field Integration Model. The remaining question is how to bring this integration down to practice. As long as the model stays a conceptual scheme, the empirical work of the other labs is not connected to the six fields.

This essay presents a four-stage procedure for implementing the integration model. It then shows how the mapping applies to the empirical work of ISVD's four other labs — agnotology, machikarte, public-asset-ppp, and traffic-noise. Three challenges observed during implementation are noted as well.

Revisiting the Integration Model

The six-field integration model consists of six academic fields: social policy, agnotology, epistemology, participatory design, EBPM, and civil society theory. Its integration logic rests on three concepts. Wicked problems as formulated by Rittel and Webber (1973), Mode 2 knowledge production proposed by Gibbons et al. (1994), and boundary objects theorized by Star and Griesemer (1989).

Each of the six fields carries a specific function. Agnotology asks "why is it not seen." Epistemology asks "what counts as legitimate knowledge." EBPM provides the layer of policy application. Social policy supplies the domain context. Civil society theory supplies the actor context. Participatory design provides the method. This functional layout was confirmed in the original theory.

Why the Conceptual Scheme Fails to Reach Implementation

Reading this arrangement alone does not connect the empirical work of the other labs to the integration model. When an agnotology researcher writes a case study, "which field is primary and which fields intersect with it" is not self-evident. When a machikarte researcher analyzes assembly speeches, the intersection between EBPM and participatory design cannot be read directly from the model. When a public-asset researcher writes an institutional analysis, whether social policy or civil society theory should be the primary axis is left to the writer's intuition.

Between the conceptual scheme and empirical practice, a translation procedure is required. This essay presents that procedure as a "four-stage sequence."

The Four-Stage Sequence

The four stages are as follows.

Stage 1 Placement of the target within the six fields

The object under analysis (production of ignorance, assembly speeches, public assets, traffic noise) is identified as primary in one field and secondary in others. The primary/secondary distinction is judged by "which field's theoretical resources are most heavily mobilized." Multiple secondary fields are permitted.

Stage 2 Identification of field intersections

Intersections between the primary and secondary fields, or among secondary fields, are enumerated. An intersection is identified as "a point where two fields' concepts address the same phenomenon from different angles." For example, "references to evidence in assembly speeches" mean grounds for policy judgment in the EBPM context, and conditions of justification in the epistemology context. That point is the intersection.

Stage 3 Translating intersections into work units

Each intersection is decomposed into three types of work: research, practice, and intervention. Research means "describing what is happening at that intersection." Practice means "mapping which institutions, organizations, and people are moving at that intersection." Intervention means "proposing what to change and how at that intersection." The three types are not independent: research grounds practice, and practice grounds intervention.

Stage 4 Verifying connections between work units

When multiple work units are laid side by side, their consistency as a workflow is verified. Do the definitions established at the research stage remain referable at the practice stage? Can the arrangements made at the practice stage be activated at the intervention stage? If the connections break, the stage to which one returns for redesign is decided.

Correspondence with the Integration Model

Each of the four stages corresponds to the original integration logic. Stage 1 imports the property of wicked problems into practice — the premise that a single field cannot capture the object is written out as an explicit field placement. Stage 2 corresponds to the identification of boundary objects: the points at which concepts such as "evidence," "participation," and "invisibility" function at intersections are identified in the target domain. Stage 3 translates Mode 2 knowledge production into work in the context of application. Stage 4 institutes the practical orientation of transdisciplinarity as a verification step.

Application to the Agnotology Lab

The Agnotology Lab (ISVD-LAB-001) asks "why important things are not known." This question sits at the intersection of epistemology and social policy.

At Stage 1, the primary is epistemology and the secondary is social policy. Epistemology handles "what counts as legitimate knowledge," and social policy supplies "the institutional context of welfare, labor, and poverty." The Stage 2 intersection is "the point where epistemic injustice is activated in the policy-formation process." At Stage 3, the research unit becomes writing that applies Fricker's (2007) concept of epistemic injustice to individual cases; the practice unit becomes mapping institutional pathways through which NPO frontline knowledge is adopted in policy formation; and the intervention unit becomes making the situation visible through ISVD statements and dashboards with concrete numbers.

Specifically, NPO Frontline Knowledge and Epistemic Injustice corresponds to a Stage 3 research unit, and Strategic Ignorance and EBPM corresponds to Stage 2 intersection identification.

Application to the Machikarte Lab

The Machikarte Lab reads the minutes of 1,788 local assemblies as observations. This work sits at the intersection of EBPM and participatory design.

At Stage 1, the primary is EBPM and the secondary is participatory design. The work of structuring assembly-speech data so it can be treated as evidence (the meta-layer of EBPM) is mobilized at the same time as the principle of respecting the words of assembly members and residents as objects of analysis (a principle of participatory design, grounded in Costanza-Chock, 2020's tenet that "design is done with, not for, affected communities"). The Stage 2 intersection is "the structuring of assembly-speech data" itself. At Stage 3, the research unit is field-by-field trend analysis; the practice unit is the procedural mapping of freedom-of-information requests; and the intervention unit is the public release of the Machikarte infrastructure and its provision to local governments.

Specifically, Postponement Rate corresponds to a Stage 3 research unit, and Methodology of Corpus Construction corresponds to a Stage 3 practice unit. Machikarte can be read as an attempt to apply EBPM upstream — to the evidencing of deliberation itself — rather than downstream of policy formation.

Application to the Public-Asset PPP Lab

The Public-Asset PPP Lab (ISVD-LAB-005) analyzes the operation of PPP/PFI, small concessions, Park-PFI, PFS, and related schemes. This work sits at the intersection of social policy and civil society theory.

At Stage 1, the primary is social policy and the secondary is civil society theory. The schemes belong to the domain of social policy, but the actors who move them — local operators, NPOs, resident organizations — mobilize the actor theory of civil society. What is drawn upon here is Ostrom, 1990's commons theory of self-governed shared resources, which provides a frame for redefining public assets as commons and analyzing the organizational conditions of the actors who move them. The Stage 2 intersection is "why a state where schemes exist but do not move continues." From the scheme side, it is measured by adoption rates; from the civil society side, it appears as shortages of know-how and personnel. At Stage 3, the research unit is empirical analysis of the operation of each scheme type; the practice unit is mapping local governments' internal organization and expert placement; and the intervention unit is proposals to intermediate support functions such as the Small Concession Platform.

Specifically, Three Walls of Small Concessions corresponds to a Stage 3 research unit, and Small-Concession Structure of Closed Schools corresponds to Stage 2 intersection identification.

Application to the Traffic-Noise Lab

The Traffic-Noise Lab studies the outdoor environmental stress of diverse parties, including people with sensory sensitivities. This work sits at the intersection of epistemology and social policy. The primary/secondary layout is the same as agnotology, but the object domain differs.

At Stage 1, the primary is epistemology and the secondary is social policy. The fact that the experience of sensory-sensitive people cannot be captured by absolute dB values is organized, in the epistemological frame, as "hermeneutical injustice" — a state in which the conceptual resources for understanding one's own experience are socially lacking. From the social policy side, it appears as environmental justice (low-income concentration along arterial roads). The Stage 2 intersection is "the gap between the experience of sensory-sensitive people and the measurement frame of environmental regulation." At Stage 3, the research unit is empirical work on outdoor routes and physiological data; the practice unit is mapping existing environmental regulation and complaint-handling institutions; and the intervention unit is proposals to update the measurement frame.

Specifically, Those Who Live Along Arterial Roads Suffer More Noise corresponds to a Stage 3 research unit (social policy side), and The Complaint Gap corresponds to Stage 2 intersection identification.

Mapping Table for the Four Labs

Laying the four labs' six-field placements and intersections side by side gives the following table.

A common feature of the placements is that the combination of epistemology and social policy occupies two of the four (agnotology and traffic-noise). This is not accidental. Many of the problems ISVD addresses are problems of "parties who are not seen." Changing how they are seen requires both an epistemological frame and an institutional context.

Six-Field Placement Cards for the Four Labs

The table above is decomposed lab by lab into four items: primary axis, secondary axis, intersection, and main work unit.

Agnotology Lab

Epistemology × Social Policy

ISVD-LAB-001 / Point where epistemic injustice is activated in policy

The primary axis is epistemology (what counts as legitimate knowledge), and the secondary axis is social policy (institutional context of welfare, labor, and poverty). The intersection is "the point where epistemic injustice is activated in the policy-formation process." The main work unit is research writing that applies Fricker's concept of epistemic injustice to individual cases; the practice unit maps institutional pathways through which NPO frontline knowledge is adopted in policy formation; and the intervention unit makes the situation visible through ISVD statements and dashboards with concrete numbers.

Machikarte Lab

EBPM × Participatory Design

Structuring of assembly-speech data as the intersection itself

The primary axis is EBPM (evidencing of policy formation), and the secondary axis is participatory design (respecting the words of parties as objects of analysis). The intersection is "the structuring of assembly-speech data" itself, readable as an attempt to evidence upstream deliberation rather than downstream policy. The main work unit is data-infrastructure construction (practice); the research unit is field-by-field trend analysis; and the intervention unit is the public release of the Machikarte infrastructure and its provision to local governments.

Public-Asset PPP Lab

Social Policy × Civil Society Theory

ISVD-LAB-005 / State where schemes exist but do not move

The primary axis is social policy (operation of PPP/PFI, small concessions, Park-PFI, PFS, and related schemes), and the secondary axis is civil society theory (organizational conditions of the actors who move them). The intersection is "why a state where schemes exist but do not move continues," appearing as adoption rates on the scheme side and as shortages of know-how and personnel on the civil society side. The main work unit is empirical analysis by scheme type (research); the practice unit maps local governments' internal organization and expert placement; and the intervention unit proposes intermediate support functions such as the Small Concession Platform.

Traffic-Noise Lab

Epistemology × Social Policy

Gap between sensory experience and measurement frame

The primary axis is epistemology (the frame of hermeneutical injustice), and the secondary axis is social policy (environmental justice — low-income concentration along arterial roads). The intersection is "the gap between the experience of sensory-sensitive people and the measurement frame of environmental regulation," organizing experiences uncapturable by absolute dB values as a social lack of conceptual resources. The main work unit is empirical work on outdoor routes and physiological data (research); the practice unit maps existing environmental regulation and complaint-handling institutions; and the intervention unit proposes updating the measurement frame.

This mapping is a first approximation and carries three challenges.

Challenge 1 Arbitrariness of the six-field placement

Who judges the primary/secondary assignment has not yet been proceduralized. That agnotology and traffic-noise ended up with the same "epistemology × social policy" placement reflects my judgment. Another judge might choose differently. The criterion of "the amount of theoretical resources mobilized" was proposed, but the method for measuring that amount is unbuilt. One idea is to use citation counts, but citation counts reflect the writer's own leaning. Transparency and reproducibility of the judgment remain future work.

Challenge 2 The difficulty of finding intersections

Stage 2, "identification of intersections," currently depends on the writer's intuition. The original theory exemplified "evidence," "participation," and "invisibility" as boundary objects. Which other concepts function as intersections has not been organized. Empirically identifying boundary objects through citation analysis of ISVD's existing 977 articles was already flagged as a next step in the original theory. As applications across the four labs accumulate, this work becomes easier to advance.

Challenge 3 Flexibility of the four stages

The four stages were presented as a linear procedure, but in practice they are iterative. When Stage 3 work-unit translation runs into difficulty, one may return to Stage 1 field placement. When Stage 4 connection verification exposes workflow breakdown, one may return to Stage 2 intersection identification. Presenting this iterative character as a linear procedure risks misleading practitioners into thinking "following the order in sequence will make it work." The order is a guide, and a mode of operation that anticipates going back and forth is realistic.

These three challenges appear inevitably in the process of implementing the integration model. They were not visible while the original theory remained a conceptual scheme. The work of operationalization is also a verification step for the integration model itself.

→ Related: Six-Field Integration Model / Intellectual Coordinates of Social Design / Methodology for Reading Structure / Data-Driven Visibility Methodology