PhD Research Updates
The Uncalibrated Instrument: Embodiment, Supervision, and the Infrastructure Question
Two distinct research traditions have arrived, by very different routes, at the same insistence: that the designer's body matters. Höök's (2018) somaesthetic interaction design, developed through...
The Compass Unpacked: Seven Accounts of Evaluative Capacity in Design
The previous post explored why design process becomes what Jaimes Nel (2026) calls GPS. Nel's argument is that models like the Double Diamond, originally intended as orientational maps, hardened into...
Bodies of Knowledge: Relationality and Norm-Critical Awareness
The Design in Programme Management series examines how designers navigate the institutional dynamics of programme-led organisations: the epistemological tension, the cross-cutting value proposition,...
Design in Programme Cultures: Idealism, Capture, and What It Costs
This post synthesises the literature on what happens when Design enters programme-management-led organisations - a common scenario, or situation in public sector and healthcare contexts. It draws...
The Reification Gap: How Institutional Governance Transforms Design Understanding
In an earlier post, I discussed Gedenryd's (1998) identification of a fundamental discrepancy in design methodology: the gap between "the received, theoretical views of how things ought to work, and...
Revisiting the State-Space Apparatus
Three years have passed since the concentrated sequence of posts that built this series' formal apparatus - conceptual spaces, state spaces, graphs, promises, statecharts, service grammar - and...
Translating Between Worlds: Boundary Objects in Programme Management
The previous post argued that service design offers programme management cultures three things they cannot generate from their own logic: the cross-cutting view, the surfacing of invisible decisions,...
What Service Design Actually Offers Programme Management
Programme management operates through decomposition. A large initiative is broken into programmes; programmes are broken into projects; projects are broken into workstreams; workstreams are broken...
Does Formalisation Resist or Produce Reification?
I have been making two arguments simultaneously, and I am increasingly aware that they pull in different directions. The first argument, developed across the formal apparatus posts and the statechart...
Knowledge Graphs and Service Design: From Linearised Maps to Relational Infrastructure
Two years ago, I wrote a post in this series arguing that service design's dominant tools - journey maps and service blueprints - are constrained graphs. They flatten relational structure, suppress...
Situational Mapping for Service Design: From Frame Analysis to Design Method
The previous post traced connections between three uses of "frame" - Fillmore's linguistic frames, Goffman's situational frames, and Dorst's design frames - and concluded by noting that framing as a...
Three Frames: Fillmore, Goffman, and Dorst on Structure and Meaning
The word "frame" appears across multiple intellectual traditions, each using it to describe how structure shapes meaning and possibility. In the previous post, I explored how Fillmore's case grammar...
Case Grammar and Service Semantics: Toward a Richer Vocabulary for Action
In the previous post, I argued that the "good services are verbs" heuristic, while valuable, is incomplete. Verbs alone cannot capture the material infrastructure, institutional rules, practice...
When Nouns Surface as Verbs: Denominal Conversion and Service Naming
The previous post argued that the "good services are verbs" heuristic, while valuable as a corrective to bureaucratic naming, obscures as much as it reveals. But that argument assumed a stable...
Beyond 'Good Services Are Verbs': Theoretical Foundations and Critical Limitations
This series explores how linguistic structure shapes the way both human designers and computational agents understand and describe the abstract entities that services are. The connection to the...
Motivation as Vector
The previous post concluded that the Motivational Design Framework lacked a unifying architecture - that the synthesis of SDT, discrepancy theory, ARCS, flow, and Dreyfus was ad hoc rather than...
State-Space Construction as Design Inquiry
The statechart work on a data access service a few months ago was clarifying in ways I did not expect. Applying Harel's formalism to a real service - mapping its states, transitions, preconditions -...
Motivational Design Revisited: What Remains
The first post laid out what the thesis was - its framework, its psychological sources, the moment it emerged from. The second examined what happened when the framework met reality: the case study...
Four Kinds of Event: Harel, Gärdenfors, Iqbal, and Burgess on What Happens in Services
This post was originally written in November 2024. It has since been revised to include cross-references to the companion Language, Frames, and Domain Understanding series - on case grammar,...
The Designer's Role, Authority and Countertransference
The posts in this series have traced a set of connections between the systems design literature - explored on a recent Linköping University PhD course, and the Tavistock tradition of systems...
The Corruption of Co-Design
The Scandinavian participatory design tradition has, over half a century, developed a compelling account of what design can contribute to democratic deliberation and social change. From the workplace...
Motivational Design Revisited: What Happened
The previous post laid out what the thesis was and what it drew on. This post examines two things: what happened when the framework met reality - the case study, its methods, and its blind spots -...
Aesthetic Disruption Meets Social Defences
The aesthetic disruption literature in service design - developed most fully by Vink, Wetter-Edman and Blomkvist (2018) and Wetter-Edman, Vink and Blomkvist (2017) - makes a compelling case that...
Co-creation and the Unconscious Life of the Workshop
Jones's seminar - as part of the ongoing Systems Engagements series at Linköping Univerity - on facilitating co-creation in context introduced a set of principles for convening participatory...
The Body as Container and as Defended Territory
Vink's paper on bodily entanglements in social systems design makes a case that systems design has neglected the body - that it has operated primarily through cognitive and representational modes,...
Simulations as Transitional Objects
A recent seminar - Berggren's - as part of the Systems Engagements series at Linköping University on systems simulation raised a question I have been circling around in my own practice without having...
The Image and the Organisation-in-the-Mind
Design practice is, at its core, representational work. Designers make sketches, journey maps, system maps, concept models, diagrams - visual and conceptual representations intended to change how...
Systems Psychodynamics for Design Researchers
Over the past year I have been reaching, in several posts and in the course of my industrial doctorate work, towards a set of ideas or perceptions about design and the design process that, it turns...
Four Senses of State Space
Working through the formal apparatus, the institutional critique, and the politics of formalism, it becomes apparent that the concept of "state" in "state space" has been operating across the series...
Motivational Design Revisited: The Thesis
In 2011, I completed an MPhil thesis titled An Investigation into the Concept of Motivation within Design (Bisset, 2011). It argued that design practitioners and researchers needed to more clearly...
The Politics of Formalism: Why the Choice of Algorithm Matters
The previous posts in this series built a formal apparatus - conceptual spaces, state spaces, graphs, promises, statecharts, grammars - and then applied it to a critique of public sector...
Owning the Problem Space: Lessons for Practice
Across this series I have developed an argument in three parts: that planning and design are fundamentally different activities, distinguished by whether the problem space within which work proceeds...
Beyond Technomagic: What Military Design Teaches Public Sector Transformation
Throughout this series, I have developed a framework - state spaces, the planning/design distinction, grammars, constraints - and applied it to the conceptual infrastructure of service design. This...
Frugal Algorithms and Communities of Practice
The preceding posts in this series developed a theoretical apparatus - state spaces, grammars, the planning/design distinction - and sketched, in the grammar post, what a compositional approach to...
Toward a Grammar of Services
The previous posts in this arc have surveyed different approaches to systematic design. Wilkinson's (2005) Grammar of Graphics demonstrated that a formal grammar - a vocabulary, a set of...
Service Patterns: From GOV.UK to Holliday
The previous post examined Brad Frost's Atomic Design - a hierarchical approach to composing user interfaces from atoms through to pages - and the post before that explored Wilkinson's Grammar of...
Atomic Design: Frost's Compositional Hierarchy
The previous post examined Wilkinson's Grammar of Graphics - a formal system for specifying statistical visualisations through composition of fundamental elements. Wilkinson showed that a creative...
The Grammar of Graphics: Wilkinson's Contribution
The previous post contrasted product management and service design representations, finding that neither tradition has explicit state models, formal transition specifications, or generative grammars;...
Representations: Product Management vs Service Design
The previous posts developed a conceptual apparatus - state spaces, planning, design, grammars - and established the distinction between constructing a domain and navigating within one. This post...
Planning vs Design
This post was originally written in September 2023. It has since been revised to include cross-references to later posts - including the technomagic case study - where the planning/design distinction...
What is Planning? A Computational View
The previous posts built up conceptual foundations: conceptual spaces, state spaces, promises, grammars, statecharts, service states, and boundary objects. Now we can address the question that...
Boundary Objects and the Limits of Making Visible
The previous posts have established a framework: conceptual spaces as geometric vector spaces for representing meaning, state spaces as formal models of possible configurations, and various tools for...
Service States: From Shostack to NATO
The previous post introduced statecharts - David Harel's visual formalism for reactive systems, providing a rigorous notation for states, transitions, hierarchy, and concurrency. Statecharts...
Statecharts: Visual Formalism for Complex Systems
The previous posts have built up a layered picture: state spaces as the foundation for reasoning about systems; conceptual spaces as geometric vector spaces for representing meaning; graphs as the...
Thinking in Services: Iqbal's Programmatic Grammar
The previous post introduced Promise Theory - Mark Burgess's framework for understanding cooperation between autonomous agents. Promises are voluntary commitments; services are networks of kept...
Promise Theory: A Grammar of Cooperation
The previous posts - particularly Conceptual Spaces, What is a State Space?, and Graphs and Service Representations - have explored state spaces: what they are, how they are constructed, and how they...
Graphs and Service Representations: What Blueprints and Journey Maps Conceal
The previous post explored state spaces geometrically - as coordinate systems with dimensions, where trajectories trace paths through abstract space. This post approaches state spaces from a...
What is a State Space?
The previous post showed how concepts can be represented geometrically - as regions in multi-dimensional vector spaces where similarity is distance. This geometric formalism is powerful: it provides...
Conceptual Spaces: The Geometry of Meaning
The previous post surveyed competing frameworks for representing knowledge - distributed cognition, activity theory, social representations, prototype theory - and argued that Gärdenfors's conceptual...
From Cognitive Frameworks to Geometric Formalism
The previous posts in this series established that services involve objects with properties, events that change those properties, and systems in which those events unfold. The next question is...
What Works, for Whom, in What Circumstances? Realist Evaluation and Design's Theory of Change
In a previous post I worked through von Busch and Palmås's (2023) Realdesign propositions against my experience at SCÖ, and the exercise left me with a question I could not answer within their...
Events, Lives, and Systems: The Subject Matter of Public Services
The previous post established what kinds of objects public services engage with - patients, cases, assessments, entitlements, relationships - and the different ways those objects can be defined, from...
Objects, Entities, and Things: What Services Act Upon
The previous post introduced domain engineering - the design work of constructing the representational infrastructure that computational systems presuppose - and identified it as the series' central...
What I Learned From a PhD Module in Machine Learning
Three things converged during my time at SCÖ, a Swedish coordination association for vocational rehabilitation, that set the direction for this series. Each pointed toward the same underlying...
The Service Designer as Abstract Signifier: Metaphors We Design By
This post draws on a paper Ana Kustrak and I presented at the NORDES 2023 conference, exploring the metaphors through which the role of "service designer" is understood in Swedish public sector...
Who Whom? Returning to Von Busch and Palmås After SCÖ
I first read The Corruption of Co-Design (Von Busch and Palmås, 2023) when it came out late last year, around the same time I was writing about organisational metaphors and performance and substance....
Social Defences in Design: A Doctoral Consortium Submission
I have submitted a paper to the NORDES 2023 Doctoral Consortium exploring something that has been building throughout this series: the psychodynamic processes that emerge when designers attempt to...
What I Learned at SCÖ
My employment at the coordination association ends this month. The ESF funding wasn't renewed. Up to eleven of us are being made redundant. The PhD continues, technically, but without the industrial...
The Limits of Making Visible
Design theory rests on an assumption so foundational it's rarely examined: that making things visible enables change. Prototypes surface problems or prove viability, or provide something tangible...
Immateriality and the Sensual in Service Design
The two preceding posts in this series have established a framework for thinking about aesthetics in service design: Folkmann's (2013) three platforms - sensual-phenomenal, conceptual-hermeneutical,...
The Distribution of the Sensible in Service Design
The previous post argued that service design faces an aesthetic deficit: a lack of vocabulary and theoretical apparatus for discussing how services structure experience across sensual, conceptual,...
Aesthetics as a Design Problem
Before I became a service designer, I spent several years working as a ski instructor in Norway. The transition from teaching people to ski to designing public services might appear to be a...
The Silent Pivot
In earlier posts, I described what federated learning is, what it would require, what happened when I tried to reverse-engineer the Pathway Generator, and what the discipline of typing its data...
What Strong Typing Demands
In the previous post I described three kinds of artefact from the algorithm archaeology: concept maps that synthesised and performed a gap analysis of the Pathway Generator's structure against...
Algorithm Archaeology at SCÖ
In previous posts, I've described what federated learning is and what it would actually require. This post is about what happened when I tried to understand the algorithm that the project was...
Missions and Federated Learning: Reflections from a Seminar Series
The LiU Design department has been running a seminar series on mission-oriented innovation. I've been attending, trying to connect what I'm learning about federated learning to broader discussions...
Performance and Substance
Throughout this series, I've been exploring design's relationship to intangible materials - from Krippendorff's trajectory toward discourses, through metaphors and counterfactual thinking, to the...
The Dichotomies of Design
In my previous posts in this series, I've been exploring design's relationship to intangible materials - Krippendorff's trajectory from products to discourses, the metaphors that shape how we imagine...
Images of Organisation: When Metaphors Collide
I've just returned from a period of leave, and I'm trying to make sense of where I am. Six months into the industrial doctorate at SCÖ, and something feels off - not in a way I can easily articulate,...
Counterfactual Thinking and Human-AI Teaming
This post was originally written in October 2022. It has since been revised to include cross-references to the later state space and planning vs design posts, where the distinction between navigating...
What Would Federated Learning Require?
In my earlier post, I described what federated learning is. Now, a few months into the work, I want to think through what FL would actually require in practice - and why I'm increasingly concerned...
Metaphors for Working with AI: How Language Shapes Design Possibility
In my previous post on metaphor, I explored how metaphors aren't just decorative language but constitutive of thought itself. Lakoff and Johnson showed that we think through metaphors; Schön...
Metaphors We Think With: How Language Shapes Understanding
This post was originally written in August 2022. It has since been revised to include a cross-reference to the later conceptual spaces post, where Gärdenfors's geometric framework was explored in...
Sacred Service Design and the Theatrical Function of Design Artefacts
This post was originally written in August 2022. It has since been revised to include a cross-reference to the later technomagic analysis, where the theatrical function of design artefacts was...
What is a Concept? Perspectives from Design, Cognitive Science, and Social Theory
In my previous post on conceptual modelling as design method, I articulated an approach to making visible the conceptual structures that underpin complex sociotechnical systems. What I did not...
Krippendorff's Trajectory of Artificiality: From Products to Discourse
Klaus Krippendorff has been a foundational influence on my understanding of design since my MPhil. His work sits at the intersection of design, cybernetics, and communication theory - a combination...
What Can Design Contribute to Machine Learning?
Three months into this industrial doctorate, I find myself in an unusual position. I was hired as a designer - someone with a background in service design, interaction design, and design research -...
Conceptual Modelling as Design Method: From Ecological Interface Design to Service Systems
In my recent post on concept modelling of work rehabilitation, I presented a series of hierarchical and graph-based visualisations synthesising different theoretical models from the vocational...
How We Know What We Know: Gowin's Vee and the Construction of Knowledge
As I begin the concept modelling work for the ADAPT project - attempting to map what "data science" means to different stakeholders, and to synthesise models of vocational rehabilitation from the...
Networks in Vocational Rehabilitation: Reflections from Previous Work
I've spent the past week reviewing the literature on vocational rehabilitation models - ICF frameworks, biopsychosocial approaches, Swedish return-to-work research. Yesterday I documented that...
Concept Modelling of Work Rehabilitation
Another facet of my recent work has been a review of literature, and derived from this, the synthesis of a number of approaches to the conceptual and contextual modelling of work rehabilitation.
What is Federated Learning?
I've recently started a research position exploring machine learning and design for Swedish vocational rehabilitation services - specifically, the possibility of using federated learning to support...
JANUS Pathway Generator Variables
Over the last month or so I have been doing a bit of data archaeology on the Pathway Generator Patient Vector and Pathway Generator Service Vector.