Art Card Game (ACG): Embedding Illustration in Gameplay to Mitigate Artist Self-Criticism

Catherine Mullings; Michael S. Bernstein

arxiv: 2605.20465 · v1 · pith:Z6AR74BZnew · submitted 2026-05-19 · 💻 cs.HC

Art Card Game (ACG): Embedding Illustration in Gameplay to Mitigate Artist Self-Criticism

Catherine Mullings , Michael S. Bernstein This is my paper

Pith reviewed 2026-05-21 06:44 UTC · model grok-4.3

classification 💻 cs.HC

keywords self-criticismillustrationgameplaycreativity support toolsevaluative off-centeringartist well-beinghuman-computer interaction

0 comments

The pith

Embedding illustration in a card battle game raises artists' pride in their work and enjoyment of the task compared to drawing alone under the same constraints.

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The paper proposes evaluative off-centering as a way to reduce harsh self-criticism during illustration by shifting evaluation into a different activity, here a multiplayer card customization game. Traditional approaches like compassion training happen outside the creative workflow and require extra time and skill. In a randomized study, artists using the Art Card Game reported significantly higher pride in their finished illustrations and greater enjoyment of the activity than artists who illustrated under identical rules but without gameplay or opponents. These positive affect states are presented as linked to lower self-criticism. The work suggests this mechanism could be built into other creativity support tools so that self-evaluation is redirected without leaving the workflow.

Core claim

Evaluative off-centering, instantiated as the Art Card Game, redirects self-critical evaluation away from illustration by making the drawings into playable assets in a head-to-head card battle. In a four-day randomized controlled study with 38 hobbyist and professional illustrators, participants using ACG produced artwork with significantly higher reported pride and reported significantly higher activity enjoyment than participants in a control condition that used the same illustration constraints but lacked multiplayer, gameplay, and evaluative off-centering mechanisms. Pride and enjoyment are treated as positive affect states that help explain reduced self-criticism.

What carries the argument

Evaluative off-centering: a mechanism that redirects self-critical evaluation away from an inherently self-evaluative task by embedding it inside an alternative activity such as a competitive card game.

If this is right

Artists experience higher pride in completed illustrations when the work is embedded in multiplayer gameplay rather than performed in isolation under the same constraints.
Enjoyment of illustration tasks increases when the output becomes a competitive asset in a card game.
Creativity support tools can apply evaluative off-centering across domains by turning solitary creative work into elements of a larger shared activity.
In-workflow interventions that redirect evaluation may reduce the need for separate psychotherapeutic sessions outside the creative process.

Where Pith is reading between the lines

These are editorial extensions of the paper, not claims the author makes directly.

The same off-centering approach could be adapted to writing or music composition by turning drafts or compositions into elements of a competitive game.
Longer deployments might show whether repeated use reduces artist burnout or improves persistence on projects.
Designers of future tools could test whether the multiplayer element or the competitive framing is the more active ingredient.

Load-bearing premise

The paper assumes that measured increases in pride and enjoyment correspond to actual reductions in self-criticism through their established link as positive affect states, without reporting direct measures of self-criticism.

What would settle it

A follow-up experiment that directly measures self-criticism (for example via validated scales administered before and after the activity) and finds no difference between the game condition and the identical-constraint control condition would falsify the proposed link.

Figures

Figures reproduced from arXiv: 2605.20465 by Catherine Mullings, Michael S. Bernstein.

**Figure 1.** Figure 1: We present an illustration game, Art Card Game (“ACG”), where players create and draw character cards as they play a [PITH_FULL_IMAGE:figures/full_fig_p001_1.png] view at source ↗

**Figure 2.** Figure 2: Player journey in ACG. In phase one, the player setups their custom card, which includes picking the character [PITH_FULL_IMAGE:figures/full_fig_p005_2.png] view at source ↗

**Figure 3.** Figure 3: Examples of participant artwork from ACG. Each row (a different artist) shows the same character redrawn across three [PITH_FULL_IMAGE:figures/full_fig_p008_3.png] view at source ↗

**Figure 4.** Figure 4: Examples of participant artwork from Art Card Game (left column) and the control (right column) conditions. Each [PITH_FULL_IMAGE:figures/full_fig_p009_4.png] view at source ↗

**Figure 5.** Figure 5: Descriptive distributions of 1–7 Likert responses [PITH_FULL_IMAGE:figures/full_fig_p010_5.png] view at source ↗

read the original abstract

Persistent self-criticism--harsh evaluative self-talk--can undermine illustrators' performance and well-being. Traditional interventions draw on psychotherapeutic approaches (e.g., compassion training) but sit outside the illustration workflow, requiring time, facilitation, and skill transfer. We propose an in-workflow alternative: evaluative off-centering, a mechanism redirecting self-critical evaluation away from an inherently self-evaluative task (like illustration) by embedding it in an alternative activity. We instantiate evaluative off-centering in Art Card Game (ACG) that integrates illustration into a card customization game: players illustrate cards that become playable assets in a head-to-head battle. In a four-day randomized controlled study with hobbyist and professional illustrators (N=38), ACG outperformed a control condition with identical illustration constraints but no evaluative off-centering mechanisms (e.g. multiplayer, gameplay), yielding significantly higher pride in produced artwork and activity enjoyment. Pride and enjoyment--positive affect states linked to lower self-criticism--help explain how ACG reduces self-criticism. We discuss design implications for creativity support tools that apply evaluative off-centering across creative domains.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit. Tearing a paper down is the easy half of reading it; the pith above is the substance, this is the friction.

Desk Editor's Note private letter to a colleague

The paper introduces a card game to shift illustrators' self-evaluation into gameplay and reports an RCT with gains in pride and enjoyment, but the link to reduced self-criticism stays indirect.

read the letter

The main point is that this work tests a practical way to ease self-criticism for illustrators by folding their drawings into a multiplayer card game. The authors call the mechanism evaluative off-centering and show it through the Art Card Game, where players illustrate cards that then get used in head-to-head battles. A four-day randomized study with 38 hobbyist and professional illustrators found the game version produced higher pride in the finished artwork and more enjoyment than a control that kept the same drawing rules but dropped the multiplayer and gameplay parts. Pride and enjoyment are presented as states tied to lower self-criticism, which the authors use to explain the benefit. The control condition is a clear strength because it holds the illustration task constant and isolates the game elements. That setup makes the comparison more convincing than many creativity-support studies. The idea of moving evaluation off the core creative act itself is also fresh enough that it could travel to other domains like writing or music tools. The soft spot sits in the outcome measures. The study reports pride and enjoyment but does not describe direct pre/post scores on a self-criticism instrument. The claim that the game reduces self-criticism therefore rests on the established link between those positive states and lower self-criticism rather than on a measured change in harsh self-talk. With N=38 and only four days, the results also leave room for questions about durability and generalizability. This paper is aimed at HCI researchers who build creativity support tools. Readers working on game-based or workflow-embedded interventions for artist well-being will find the most direct value. The study design is solid enough and the idea is distinct enough from prior therapy or game work that it deserves a serious referee. I would send it out for review and ask the authors to add direct self-criticism measures or a stronger justification for the inference in revisions.

Referee Report

1 major / 2 minor

Summary. The paper proposes evaluative off-centering as a mechanism to mitigate persistent self-criticism in illustrators by embedding illustration tasks into a multiplayer card customization game (Art Card Game, ACG). It reports a four-day randomized controlled study (N=38 hobbyist and professional illustrators) in which ACG produced significantly higher pride in produced artwork and activity enjoyment than a control condition with identical illustration constraints but lacking gameplay and multiplayer elements. The authors argue that these positive affect states are linked to lower self-criticism and thereby explain the mitigation effect of ACG.

Significance. If the core findings hold, the work offers a novel in-workflow approach to creativity support that integrates psychological benefits directly into artistic practice rather than relying on separate therapeutic interventions. The randomized controlled design and comparison to a matched control strengthen the case for gameplay-based off-centering as a practical mechanism, with potential extensions to other creative domains in HCI.

major comments (1)

[Abstract and Results] Abstract and Results: The central claim that ACG mitigates self-criticism rests on the inference that higher pride and enjoyment (positive affect states) produce lower self-criticism. No direct pre/post measures of self-criticism using a validated instrument (e.g., Self-Criticism subscale of the Forms of Self-Criticizing and Self-Reassuring Scale) are described. This untested link is load-bearing for the paper's primary contribution and requires either additional data collection/analysis or explicit reframing as an indirect effect with supporting citations.

minor comments (2)

[Abstract] The abstract introduces 'evaluative off-centering' without a concise operational definition; a brief parenthetical or footnote would aid readers new to the concept.
[Results] Effect sizes, exact statistical tests, and confidence intervals for the reported significant differences in pride and enjoyment are not mentioned in the summary of results; adding these would improve interpretability.

Simulated Author's Rebuttal

1 responses · 0 unresolved

We thank the referee for their constructive feedback, which highlights an important aspect of our central claim. We address the concern regarding the measurement and framing of self-criticism mitigation below.

read point-by-point responses

Referee: [Abstract and Results] Abstract and Results: The central claim that ACG mitigates self-criticism rests on the inference that higher pride and enjoyment (positive affect states) produce lower self-criticism. No direct pre/post measures of self-criticism using a validated instrument (e.g., Self-Criticism subscale of the Forms of Self-Criticizing and Self-Reassuring Scale) are described. This untested link is load-bearing for the paper's primary contribution and requires either additional data collection/analysis or explicit reframing as an indirect effect with supporting citations.

Authors: We agree that the manuscript would be strengthened by direct pre/post measurement of self-criticism with a validated instrument such as the Self-Criticism subscale of the Forms of Self-Criticizing and Self-Reassuring Scale. Our four-day study was designed to evaluate the immediate effects of evaluative off-centering on pride in artwork and activity enjoyment as observable outcomes of the proposed mechanism, drawing on prior work linking these positive affect states to reduced self-criticism. We did not collect direct self-criticism scores to keep participant burden low during the multi-day protocol with working illustrators. In the revised manuscript we will explicitly reframe the primary contribution as demonstrating an indirect pathway: evaluative off-centering increases pride and enjoyment, which prior literature associates with lower self-criticism. We will add supporting citations from the self-criticism and positive-affect literatures to ground this inference. This change accurately reflects the scope of the empirical data while clarifying the theoretical claim. revision: yes

Circularity Check

0 steps flagged

No significant circularity in empirical RCT results

full rationale

The paper reports an empirical randomized controlled study (N=38) directly comparing ACG gameplay to a control condition with matched illustration constraints but without multiplayer or evaluative off-centering elements. Primary outcomes are measured pride in artwork and activity enjoyment, with statistically significant advantages for ACG. The link from these positive affect states to reduced self-criticism is presented as an explanatory inference drawn from established psychological associations rather than any internal derivation, fitted parameter, or self-referential definition. No equations, predictions from subsets of data, or load-bearing self-citations appear in the reported chain; the experimental design and direct measurements stand independently of the inputs.

Axiom & Free-Parameter Ledger

0 free parameters · 1 axioms · 1 invented entities

The report is based only on the provided abstract, so the ledger reflects only explicitly mentioned elements. Full paper may include additional parameters or assumptions from the study design.

axioms (1)

domain assumption Pride and enjoyment are positive affect states linked to lower self-criticism.
Used to explain how the game reduces self-criticism.

invented entities (1)

evaluative off-centering no independent evidence
purpose: A mechanism to redirect self-critical evaluation from the illustration task by embedding it in gameplay.
Newly proposed in this work to address limitations of traditional interventions.

pith-pipeline@v0.9.0 · 5734 in / 1325 out tokens · 54107 ms · 2026-05-21T06:44:16.005738+00:00 · methodology

discussion (0)

Lean theorems connected to this paper

Citations machine-checked in the Pith Canon. Every link opens the source theorem in the public Lean library.

IndisputableMonolith/Cost/FunctionalEquation.lean washburn_uniqueness_aczel unclear

?

unclear
Relation between the paper passage and the cited Recognition theorem.

We propose an in-workflow alternative: evaluative off-centering, a mechanism redirecting self-critical evaluation away from an inherently self-evaluative task (like illustration) by embedding it in an alternative activity.
IndisputableMonolith/Foundation/DimensionForcing.lean reality_from_one_distinction unclear

?

unclear
Relation between the paper passage and the cited Recognition theorem.

Pride and enjoyment—positive affect states linked to lower self-criticism—help explain how ACG reduces self-criticism.

What do these tags mean?

matches: The paper's claim is directly supported by a theorem in the formal canon.
supports: The theorem supports part of the paper's argument, but the paper may add assumptions or extra steps.
extends: The paper goes beyond the formal theorem; the theorem is a base layer rather than the whole result.
uses: The paper appears to rely on the theorem as machinery.
contradicts: The paper's claim conflicts with a theorem or certificate in the canon.
unclear: Pith found a possible connection, but the passage is too broad, indirect, or ambiguous to say the theorem truly supports the claim.

Reference graph

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