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Record W7135165726

I am a Wicked Problem, too: A systemic design strategy for addressing procrastination and anxiety

2023· article· en· W7135165726 on OpenAlexaff
Ryan J. Murphy

Bibliographic record

VenueOCAD University Open Research Repository (OCAD University) · 2023
Typearticle
Languageen
FieldPsychology
TopicCounseling, Therapy, and Family Dynamics
Canadian institutionsOntario College of Art and Design
Fundersnot available
KeywordsProcrastinationSystemic therapyCognitive reframingSystemic riskWicked problemCritical designSystems thinkingIndustrial design
DOInot available

Abstract

fetched live from OpenAlex

It is perhaps easy or natural to think of systemic design at the level of communities, organisations, industries, ecosystems, or governments. As a discipline, after all, systemic design is largely developing in response to the pressing challenges influencing society at these levels. However, Lockton (2018) showed how systemic design also applies to wicked personal problems in a callback to the “knots” derived from the psychiatric practices and poetry of R.D. Laing and the “double-binds” of Bateson. In concluding, Lockton (2018, p. 429) asks: “Could we help people identify knots in their own lives (and help them untangle them?) Is it even possible to untangle these? Do they describe problems that have a wickedness to them which means attempting to untangle creates a whole new problem?” In this presentation, I try to answer this call by applying systemic design methods to a personal problem via an autoethnographic case study. Sparked by the dysfunctionally late realisation that I am a wicked problem, too, I have been making progress on my own procrastination problem with systemic design. I present an analysis of my own attempts to eradicate this disorderly habit by reframing it as a systemic design challenge—and me, and my tools, as a socio-technical system. Here, I share how systemic design modelling has played three roles in this progress: model as a diagnostic tool, model as treatment strategy, and model as therapy. Applying systemic design principles and tools helped me appreciate the complexity of this problem, design strategies for change, and identify novel, creative solutions that gave me leverage over some of the root causes and serve as a day-to-day disentangler when I get stuck in the tangled loops of my own anxieties. Key contributions of this presentation include the framing of personal behavioural change as wicked problems, the demonstrated combination of autoethnography and systemic design modelling, the three roles of modelling in progressing personal, systemic change, and the model of procrastination-driven anxiety and its insights.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.096
metaresearch head score (Gemma)0.083
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: Methods
Teacher disagreement score0.096
Threshold uncertainty score0.510

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0960.083
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0060.003
Science and technology studies0.0160.080
Scholarly communication0.0240.021
Open science0.0050.023
Research integrity0.0060.013
Insufficient payload (model declined to judge)0.0060.002

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.

Opus teacher head0.176
GPT teacher head0.370
Teacher spread0.195 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreMethods

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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