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Articles 15151 - 15180 of 1731669
Full-Text Articles in Entire DC Network
Enacting Micro-Utopias: Situated Pedagogies Of Collective Imagination In Design-Based Education, Ricardo García Galiot
Enacting Micro-Utopias: Situated Pedagogies Of Collective Imagination In Design-Based Education, Ricardo García Galiot
DRS Biennial Conference Series
This paper explores a pedagogical intervention that leveraged speculative enactment as a portal to utopian futures. During a Blended Intensive Program, students were presented with a design challenge that addresses workplace inclusion by reimagining it as a “future otherwise.” The challenge was projected into a future temporality, allowing participants to respond to contemporary challenges with radical imagination. Drawing on Levitas’s (2013) utopia as method and Bloch’s (1986) notion of concrete utopias, this study investigates how engaging with these enacted visions as sensorial expression serves as a mechanism to unleash potentialities latent in the present. Situated at the intersection of Design …
How To Observe Design Practices, Aurelien Catros
How To Observe Design Practices, Aurelien Catros
DRS Biennial Conference Series
Aside from design theories and design methods, the design research field has built numerous methods for observing design practices. Most of them can be classified into two categories: ethnographies, which consist of sharing the daily lives of designers, and experimental approaches, which reconstruct design situations in the controlled environment of a laboratory. This study retraces the history of these methods, that exist almost independently from one another creating silos within the design research field. Throughout their respective developments, both ethnographies and experimental approaches indicate the same blind spot: the study of material traces of processes that have already taken place. …
Designing A Toolkit To Explore The Design Space Of Woven Textiles, Milou Voorwinden, Savanne Klop, Holly Mcquillan
Designing A Toolkit To Explore The Design Space Of Woven Textiles, Milou Voorwinden, Savanne Klop, Holly Mcquillan
DRS Biennial Conference Series
Driven by the potential of smart textiles, shape-changing structures, living textiles, and sustainable manufacturing methods, designers seek to push the boundaries of weaving. However, most existing industrial technologies are designed for mass-producing simple, flat fabrics. This has narrowed the collective understanding of the design potential of woven textiles, thereby restricting the development of complex, three-dimensional, and animated textiles. We present a toolkit, developed through an exploratory workshop and focus group discussions with academic and industry-based designers, that enables exploration and expansion of the design space for woven textiles. The card deck and canvas provide a shared language to externalise and …
From Values To Metrics: A Methodological Framework For Early-Stage Design Of Rural Cultural Project, Rosana Sanz Segura, Giordana Gallina, Eduardo Manchado Pérez, Ignacio López Forniés
From Values To Metrics: A Methodological Framework For Early-Stage Design Of Rural Cultural Project, Rosana Sanz Segura, Giordana Gallina, Eduardo Manchado Pérez, Ignacio López Forniés
DRS Biennial Conference Series
This paper presents the methodological framework of an ongoing design research project focused on cultural creation in rural contexts. It structures the design work that precede co-creation workshops, including the design of tools, participant criteria, session formats and preliminary analyses to understand community needs. Based on design research in rural regions of Aragón (Spain), the study integrates human-centred and community-based design to adapt participatory processes to low-density territories. Initial results include a mapping of key actors, a first set of metrics for evaluating participation and collaboration, and the identification of gaps that justify a specific methodological guide for rural cultural …
Degree Of Anisotropy: A Textile Epistemology Of Making, Sheetal Agrawal, Joy Ko
Degree Of Anisotropy: A Textile Epistemology Of Making, Sheetal Agrawal, Joy Ko
DRS Biennial Conference Series
This research demonstrates textiles as an analytical framework to encode forms of distributed intelligence inaccessible to computational modeling alone, challenging contemporary design's reliance on material homogeneity. Using 3D-printed Voronoi lattices on pre-stretched tulle substrates, we reconceptualize anisotropy (directional variation in material behavior) from engineering liability to design theory cornerstone. While conventional design favors isotropy for predictability, it has been long observed that biological textiles (skin, muscle tissue, tendons, spider silk, etc) have achieved adaptive functionality through engineered heterogeneity. By systematically varying infill patterns within Voronoi structures, we establish a methodology enabling textiles to hold contradictory mechanical states simultaneously and respond …
Disruption As An Ecologizing Co-Design Method, Alp Yilmaz, Dennis Rolfes, Lutz Robbers
Disruption As An Ecologizing Co-Design Method, Alp Yilmaz, Dennis Rolfes, Lutz Robbers
DRS Biennial Conference Series
Conventional participatory planning and design practice imply linear accumulation of data, facts, and representations, predicting meaningful futures through consensus-driven strategies. Transformation is framed as the transparent management of knowable information towards a providential destiny. By reducing participatory reasoning to factual transfer and discursive negotiation, reductionist approaches fail to address the systemic complexity and contingent character of socio-ecological challenges. They overlook disruptive shocks (financial crises, pandemics) that reorder systems. We propose disruption as a co-design method: a deliberately staged technique that exposes boundaries, surfaces dependencies, and fosters collective sense-making under uncertainty. Drawing on 4E cognition and relational design theory, we propose …
"That's Fine..." Uncovering Ambiguity Through Emotional Labelling In Scottish Design Students’ Design Process, Hazar Taissier Marji, Paul A. Rodgers, Ross Brisco
"That's Fine..." Uncovering Ambiguity Through Emotional Labelling In Scottish Design Students’ Design Process, Hazar Taissier Marji, Paul A. Rodgers, Ross Brisco
DRS Biennial Conference Series
Putting emotions into words is a natural human strategy for reinterpreting situations, even when done unintentionally. Evidence shows that this process, known as affective labelling, can reduce distress compared to non- affective verbalisation. Given that, the word 'fine' is widely used as a self-report label for emotional states, yet its meaning remains strikingly ambiguous. Limited research has explored such neutral or mid-spectrum emotional terms that are neither overtly positive nor negative but still shape the design process. This study examines how Scottish design students use 'fine' to describe their emotional experiences during their final design projects. Semi-structured interviews were conducted …
Understanding Digital Health Engagement Among Older Adults In India: A Cultural Probe Based Study, Radhika Sharma, Aakash Johry
Understanding Digital Health Engagement Among Older Adults In India: A Cultural Probe Based Study, Radhika Sharma, Aakash Johry
DRS Biennial Conference Series
India is moving towards a health crisis, with a rapidly increasing population of older adults who have to deal with chronic health issues and declining family support. Remote health monitoring technologies offer opportunities for improved healthcare management; however, existing design guidelines often fail to address the cultural realities of Indian senior citizens. In this study, we identified six critical interaction areas for remote cardiac health monitoring, including self-monitoring, emergency response, and assistance-seeking patterns. Targeted cultural probes were designed for each area to evoke natural behaviours from 27 participants, aged 59-86, across diverse living situations. This participatory approach revealed that elderly …
Plundergeist: Exploring Generative Ai Through Vibe Coding As Reflective Design Practice, Christian Nold
Plundergeist: Exploring Generative Ai Through Vibe Coding As Reflective Design Practice, Christian Nold
DRS Biennial Conference Series
Generative AI (GenAI) has sparked intense media debate, yet design research has often echoed these narratives rather than examining how GenAI reshapes everyday design practices. This paper presents a year-long auto-ethnographic study involving 34 games and apps created through vibe coding, a GenAI-native approach that uses natural-language prompts to generate code. The study reveals distinct qualities that unsettle design processes: playful intervention, creative forgetting, spectral echoes, inventive excess, and fragile limits. Two key insights emerge: designing with GenAI requires deliberate engagement with cultural archetypes and treating AI as an unruly collaborator. Drawing on John Oswald’s 1985 concept of ‘plunderphonics’, the …
Forking Futures: Fidelity And Resolution In Responsive Prototyping, Ricardo Sosa, Clare Mary Cooper
Forking Futures: Fidelity And Resolution In Responsive Prototyping, Ricardo Sosa, Clare Mary Cooper
DRS Biennial Conference Series
Prototyping offers ways to anticipate futures by supporting people to inhabit futures through hands-on experiences. Prototypes offer “invitations” to suspend disbelief and make believe. A canonical distinction is made between levels of fidelity in prototyping. Here, we critically re-examine “fidelity” by asking: How may fidelity inform prototyping practices and pedagogies? How may prototyping practices be more responsive, generative and ethical? How can fidelity in prototyping contribute to engagements with futures? Building on foundational ideas in prototyping and futuring, we put forward the FIRE (Fidelity/Resolution) map, a framework for distinguishing between fidelity and resolution and for navigating their spread and interplay …
Buying, Consuming And Discarding: Consumer Value And Furniture Lifetimes, Katryn Elizabeth Elizabeth Furmston
Buying, Consuming And Discarding: Consumer Value And Furniture Lifetimes, Katryn Elizabeth Elizabeth Furmston
DRS Biennial Conference Series
The way consumers buy, care for, and discard their furniture reveals complex motivations that extend beyond cost and function. This paper examines the connection between consumer values, emotional attachment, and discard practices in determining the lifespan of furniture. Drawing on data from a mixed-methods approach that uses a survey, ethnographic observations, and object interviews, it analyses how consumers negotiate repair, justify replacement, and assign value to objects. It is argued that furniture consumption cannot be reduced to personal preference and market availability. Instead, it is influenced by cultural norms, consumer mobility, and access to durable goods. This paper proposes design …
Función-Nepantla: The “Other” Functionality Inspired By Mexican Philosophy For Rethinking Industrial Design In Mexico, José De La O
Función-Nepantla: The “Other” Functionality Inspired By Mexican Philosophy For Rethinking Industrial Design In Mexico, José De La O
DRS Biennial Conference Series
Design in Mexico, often disconnected from the local industry value chain, has long relied on arte popular as a self-referential cultural narrative to add value, establish identity, and find its “substance.” While this practice stems from a genuine search for rootedness and authenticity, it frequently leads to stagnation, raises concerns about cultural appropriation, neo-colonial dynamics between designers and craftspeople, neglect of functionality, and lack of innovation. This paper critiques this and proposes a framework for defining functionality, rooted in Mexican philosophy as an alternative value system. Drawing on thinkers such as Emilio Uranga and Grupo Hiperión’s work, it identifies parallels …
Dynamics In Relating Craft Practices, Distinguishing Shifting Emotional States To Expand Tacit Knowledge Transfer, Catherine Schwarz, Nicola Sofia Rohsig Lopez, Yassamine Zmir, Jean-François Bassereau, Jenny Faucheu
Dynamics In Relating Craft Practices, Distinguishing Shifting Emotional States To Expand Tacit Knowledge Transfer, Catherine Schwarz, Nicola Sofia Rohsig Lopez, Yassamine Zmir, Jean-François Bassereau, Jenny Faucheu
DRS Biennial Conference Series
Disappearing tacit knowledge in high-end craft industries and expert industries, stresses the need to examine the workings of crafting to maintain and gain competitive advantage. To pursue this study, we have been conducting interviews with craft professionals and apprentices to gather insight into their rapport with their practices. Using quantitative and qualitative data analysis methods, we have identified specific moments of a craftsperson’s discourse when relating to their practice, revealing distinct emotional states during the interaction with the material. These findings support enquiry into the craftsperson’s emotional states during the craft practice, to expand knowledge transfer.
More-Than-Human Perspectives In Teaching Technology Design: From Research To Classroom, To The Real World?, Elisabet M. Nilsson, Rikke Hagensby Jensen, Wolmet Barendregt, Daisy Yoo, Anne-Marie Hansen, Eva Eriksson
More-Than-Human Perspectives In Teaching Technology Design: From Research To Classroom, To The Real World?, Elisabet M. Nilsson, Rikke Hagensby Jensen, Wolmet Barendregt, Daisy Yoo, Anne-Marie Hansen, Eva Eriksson
DRS Biennial Conference Series
There is an increasing awareness of the importance of considering more-than-human (MtH) perspectives in the design of technology, especially in academia. However, to cause real-world impact, it is essential that such awareness is translated into practical action. One way to do so is by educating new designers to apply MtH perspectives. Teaching MtH to design students requires teachers to develop educational materials on the role that MtH perspectives play in design. Currently, there are not many examples of educational materials that teachers can take inspiration from. This paper therefore presents a collection of practical teaching activities to introduce students to …
Influence And Potential Of Quintessential Forms As Inspirational Stimuli, Beatriz De Moura Figueiredo
Influence And Potential Of Quintessential Forms As Inspirational Stimuli, Beatriz De Moura Figueiredo
DRS Biennial Conference Series
Quintessential products, forms widely perceived as typical examples of their category, are embedded in everyday life, yet their influence on product design ideation remains largely unexplored. This study investigates if and how such products can affect inspiration in the creative process of students and suggests approaches on how to address fixation, should it arise from the quintessential stimuli. Through a multi-modal case study with design students working on product development briefs, the research captures both self-reported and observed data to reveal patterns in creative decision-making. The findings indicate that quintessence is not particularly perceived as highly inspirational; however, there might …
Projects As Actors In Design Education, Barak Pelman, Edith Bouton
Projects As Actors In Design Education, Barak Pelman, Edith Bouton
DRS Biennial Conference Series
This study examines how design projects function as actors within studio-based pedagogy, drawing on Actor-Network Theory. Data were collected over a nine-month fieldwork at a higher education institution, covering courses in architecture, industrial design, and ceramics design. The study was conducted as a Research-Practice Partnership, uniting education researchers and design practitioners to shift the focus away from practitioners' specialized knowledge and experiences by positioning them alongside critical perspectives from K-12 educational research. Our findings demonstrate how students and instructors view projects as active actors in the design process across three main dimensions: 1) Through language: instructors and students personify projects, …
Disrupting Gender Binaries In Product Language: A Workshop On Gender Awareness, Martina Labarta Labrador, Francesca Mattioli, Silvia D. Ferraris
Disrupting Gender Binaries In Product Language: A Workshop On Gender Awareness, Martina Labarta Labrador, Francesca Mattioli, Silvia D. Ferraris
DRS Biennial Conference Series
When introduced to product language—the interplay between aesthetic qualities and conveyed meanings—design students often learn that objects embody gender. Soft, curved, and organic shapes are typically framed as feminine, while monolithic and sturdy shapes are most likely labelled as masculine. Although this vocabulary bridges human communication and aesthetics, it also risks reinforcing stereotypes. Building on ongoing doctoral research investigating how product language can reproduce or challenge discrimination, a five-day workshop with 23 bachelor's design students was developed. Through reflective and analytical activities, participants examined gender beyond the binary, exploring how products convey gender norms and how aesthetic qualities embed narratives …
Reimagining Body–Instrument Relations Through Feminist Design Practice: Reflections On An E-Textile Musical Interface, Qiaosheng Lyu, Ryo Ikeshiro
Reimagining Body–Instrument Relations Through Feminist Design Practice: Reflections On An E-Textile Musical Interface, Qiaosheng Lyu, Ryo Ikeshiro
DRS Biennial Conference Series
This paper explores how e-textile musical interface can reimagine the relationship between body and instrument from a feminist perspective. Drawing on a practice-based research project, the study examines how soft, deformable materials and embodied interaction can challenge the masculine-coded logic of control that dominates digital musical instrument (DMI) design. Constructed from knitted conductive textiles, the interface functions both as musical controller and prostheses that redistributes agency between performer and instrument. Through design practice, reflective performance, and a somatic experiment with another performer, the research investigates the entangled relationship between performer and instrument from a feminist perspective. The findings suggest that …
Design Methods As Cognitive Tools: Understanding Method Usage Through Cognitive Theories, Jakob Clemen Lavrsen
Design Methods As Cognitive Tools: Understanding Method Usage Through Cognitive Theories, Jakob Clemen Lavrsen
DRS Biennial Conference Series
While design methods are a crucial aspect of design research, education, and practice, our understanding of how they work and what shapes their performance remains limited. To address this, this paper reports on a theory-building effort, outlining core aspects of the phenomenon of method usage in design. Following recent calls for grounding design research in cognitive science, it frames method usage as a cognitive process and integrates cognitive load theory and dual-process theory to describe central relationships between the design method, the method user, and the context of usage. The paper concludes by highlighting that method performance emerges from these …
Situating Textile Design: Practice Research In Interdisciplinary Material Science Projects, Rebecca Earley, Laetitia Forst
Situating Textile Design: Practice Research In Interdisciplinary Material Science Projects, Rebecca Earley, Laetitia Forst
DRS Biennial Conference Series
Textile design practice research (TDPR) has recently been used in the delivery of multiple largescale material science-based projects. This paper considers the role TDPR played in the EU-funded HEREWEAR project and how has it contributed to theories of design practice research. The full range of textile experimentation - including engineering and design-led sampling - is mapped; then three TDPR interventions are explored using annotated portfolio approaches (Gaver & Bowers, 2012) framed by ‘sited’, ’situated’ and ‘situating’ conditions (Kaszynska & Kimbell, 2024). The authors examine the results from the TDPR within the context of various communities of validation, presenting how TDPR …
Constraints As Knowledge Amplifiers: Understanding How Research-Through-Design Makes Design Knowledge Visible, Amit Kundal, Tina Mangwani
Constraints As Knowledge Amplifiers: Understanding How Research-Through-Design Makes Design Knowledge Visible, Amit Kundal, Tina Mangwani
DRS Biennial Conference Series
Research-through-Design (RtD) continues to grapple with how prototypes can generate comparable design knowledge beyond stand-alone studies. This paper addresses that gap by studying how knowledge takes shape in constrained design settings, where limitations themselves become sources of insight. Using the case of affordable dental care in India, chosen for its material, spatial, and procedural limitations, the study shows how constraints can make tacit design understandings more visible. From this work, three categories of knowledge emerged: embodied negotiation of ergonomics, enacted hygiene, and modularity-for-resilience. These categories describe how designers learn through doing, maintaining, and adjusting within limitations. Rather than focusing on …
The Future Of Architectural Design Research: An Emerging Niche In Digital Transition, Angela Rout, Michael Tjia, Marija Mateljan
The Future Of Architectural Design Research: An Emerging Niche In Digital Transition, Angela Rout, Michael Tjia, Marija Mateljan
DRS Biennial Conference Series
To remain effective in an era of technological flux and AI-driven tools, architects must continuously expand their knowledge base. Architectural research and education must evolve alongside these digital transitions to secure legitimacy and funding within academic institutions. This paper asks how the architectural design research community can self-manage in response to these changes. Using the lens of Strategic Niche Management (SNM), we examine how design research behaves as an emerging niche seeking to participate in broader academic regimes. We conducted a multi-stage review of the Design Research Society (DRS) Conference Biennale Series (2002–2024), involving a quantitative analysis of over 2,000 …
Promoting The Development Of Critical Thinking Among Design Novices In Aigc-Aided Design Processes, Peiyuan Ge, Fei Fan*
Promoting The Development Of Critical Thinking Among Design Novices In Aigc-Aided Design Processes, Peiyuan Ge, Fei Fan*
DRS Biennial Conference Series
The use of AIGC to assist in design is increasingly common in industry and classrooms. Designers delegate critical thinking, creativity, and decision-making to AI, leading to mental inertia and blind obedience, making learners’ critical thinking crucial. This study explores how AIGC-aided E6 design thinking affects beginner designers’ critical thinking via controlled experiments. Beginners conducted "future travel products" concept design, generating sketches on LiblibAI, with the E6 design thinking scale as an intervention. Data were collected via repeated generation, retesting, and interviews. Results: 58.82% of the scale items showed improved critical thinking, 71.43% of the works were rated better by experts, …
Reciprocal Value Between Learning And Circular Practices, Franchesca Michaela De Moura, Nonkululeko Grootboom, Christina Breed
Reciprocal Value Between Learning And Circular Practices, Franchesca Michaela De Moura, Nonkululeko Grootboom, Christina Breed
DRS Biennial Conference Series
This study investigates how adaptive reuse servicescapes may contribute to sustainable transformation through learning, by leveraging circular practices as experiential learning tools. Research on circular economy rarely adopts a human-centred lens or explores its links to learning, especially in the Global South, where the value of alternative epistemologies and informal economies often remains unrecognised. To address this gap, a qualitative case study approach was employed, combining participant observation and semi-structured interviews at educational initiatives in an adaptive reuse precinct in inner-city Johannesburg, South Africa. The findings reveal a reciprocal relationship between education and circular practices in generating value for sustainable …
Tracing Oppression Through Things: Facilitating A Slow Critique In Post-Anthropocene Design, Thanussayan Karunakaran, Dilina Nawarathne
Tracing Oppression Through Things: Facilitating A Slow Critique In Post-Anthropocene Design, Thanussayan Karunakaran, Dilina Nawarathne
DRS Biennial Conference Series
This paper reconsiders what it means to be critical in design studies under Post-Anthropocene conditions. It proposes slow relational critique as an orientation. In doing so, it stays with the fragile entanglements through which oppression is enacted by both human and more-than-human entities. Drawing on Actor–Network Theory, the paper revisits a case of a cradle in a caste-oppressed community in Sri Lanka to show how power and inequality are relationally produced through mundane associations of “things.” The analysis demonstrates how critique can remain empirical and attentive to objects while resisting the purification of problems into grand Anthropocene social explanations. Rather …
Reciprocal Sensing: Expanding Body Mapping Through Lenca And Mestizo Ontologies Of Relational Embodiment, Thaís Alvarenga Medina, Michael Nitsche
Reciprocal Sensing: Expanding Body Mapping Through Lenca And Mestizo Ontologies Of Relational Embodiment, Thaís Alvarenga Medina, Michael Nitsche
DRS Biennial Conference Series
Reciprocal Sensing is an alternative way of body mapping that draws from Indigenous Lenca ontologies, which understand matter as animate and relational. It expands body mapping to account for culturally specific contexts and ways of knowing. The proposed method invites participants to (1) link each felt experience to a worldly source (the non-human agent or co-actor) and (2) visualize the direction of these sensory flows. Using an autoethnographic approach, iterative body mapping sessions revealed recurring patterns of exchange between the body and its material environment. This informed the development of Reciprocal Sensing as a culturally situated, more-than-human perspective to soma …
Designing The Service Exposome: Applying The D4l Unclock Framework To Longevity Challenges, Sheng-Hung Lee
Designing The Service Exposome: Applying The D4l Unclock Framework To Longevity Challenges, Sheng-Hung Lee
DRS Biennial Conference Series
In an emerging longevity society, reimagining social infrastructure has become increasingly essential. The World Health Organization (2025) projects that the global population aged 60 and over will nearly double from 12% in 2015 to 22% by 2050, raising urgent questions about how people live and interact with services over time. This study introduces the service exposome, extending Wild’s (2005, 2012) exposome concept to consider the cumulative service-related exposures that shape well-being across the lifespan. Using the Design for Longevity (D4L) Unclock Framework—a tool that helps designers explore intersections across longevity, service, system, design, technology, and society—the research examines how early-stage …
A Design Continuum For Autographic Sonification, Kajetan Enge, Dietmar Offenhuber, Sara Lenzi
A Design Continuum For Autographic Sonification, Kajetan Enge, Dietmar Offenhuber, Sara Lenzi
DRS Biennial Conference Series
Sonification and visualization practices usually take "data" as a given, without considering the complex ways in which data is collected or the complexity of the phenomena that data represents. Autographic design is an emerging field approaching this issue by starting the design process before data collection with the phenomenon itself, treating data as a material trace rather than an abstract reference. An autographic display uses a phenomenon's self-inscription, rather than its mediation and representation in symbolic encodings. While the existing framework of autographic design has a strong relation to the visual domain, a phenomenon may also reveal itself through its …
From Citizen Innovation Labs To Social Transformation: Analysing The Conectando Cozinhas Case Through The Lens Of Infrastructuring, Laryssa Tarachucky, Diego Hernando Florez Ayala, Aksel Ersoy
From Citizen Innovation Labs To Social Transformation: Analysing The Conectando Cozinhas Case Through The Lens Of Infrastructuring, Laryssa Tarachucky, Diego Hernando Florez Ayala, Aksel Ersoy
DRS Biennial Conference Series
Citizen Innovation Labs (LabICs) have emerged as experimental infrastructures for collective design and civic transformation. Operating in close partnership with public institutions, these laboratories create collaborative spaces where urban publics co-design responses to issues of shared concern. Yet, little is known about how these laboratories operate as long-term supports for community-driven initiatives beyond their initial phases of experimentation or incubation. This paper investigates how LabICs mobilise processes of infrastructuring to support broader cycles of social transformation by analysing the case of Conectando Cozinhas, a citizen-led initiative developed within LabIC Novale (Brazil). Using a retrospective qualitative case study, the research reconstructs …
Sketch-Based Ai: How Ai-Influence Levels Shape Perceived Authorship And Creativity In The Design Process, Byungsoo Kim, Haeyoung Kim
Sketch-Based Ai: How Ai-Influence Levels Shape Perceived Authorship And Creativity In The Design Process, Byungsoo Kim, Haeyoung Kim
DRS Biennial Conference Series
Understanding perceived authorship and creativity is critical for novice designers to improve efficiency and engagement in human-AI collaboration. This study explores how different AI influence levels (100% = high human-drawing influence, 0% = low drawing influence) affect perceived authorship and creativity, and how these levels relate to design intents that shape authorship and support the process-oriented nature of creativity. Vizcom workshop post-surveys measured perceived authorship and creativity (N=45). Regarding authorship, when high AI influence (low authorship threshold), basic resemblance to the sketch was enough; when low AI influence, participants expected signature cues and minimal AI changes. Regarding perceived creativity, high …