The emergence of large language models (LLMs) provides an opportunity for AI to operate as a co-ideation partner during the creative processes. However, designers currently lack a comprehensive methodology for engaging in co-ideation with LLMs, and there is a limited framework that describes the process of co-ideation between a designer and ChatGPT. This research thus aimed to explore how LLMs can act as codesigners and influence creative ideation processes of industrial designers and whether the ideation performance of a designer could be improved by employing the proposed framework for co-ideation with custom GPT. A survey was first conducted to detect how LLMs influenced the creative ideation processes of industrial designers and to understand the problems that designers face when using ChatGPT to ideate. Then, a framework which based on mapping content to guide the co-ideation between humans and custom GPT (named as Co-Ideator) was promoted. Finally, a design case study followed by a survey and an interview was conducted to evaluate the ideation performance of the custom GPT and framework compared with traditional ideation methods. Also, the effect of custom GPT on co-ideation was compared with a non-artificial intelligence (AI)-used condition. The findings indicated that if users employed co-ideation with custom GPT, the novelty and quality of ideation outperformed by using traditional ideation.

Within the broad context of design research, joint attention within co-creation represents a critical component, linking cognitive actors through dynamic interactions. This study introduces a novel approach employing deep learning algorithms to objectively quantify joint attention, offering a significant advancement over traditional subjective methods. We developed an optimized deep learning algorithm, YOLO-TP, to identify participants’ engagement in design workshops accurately. Our research methodology involved video recording of design workshops and subsequent analysis using the YOLO-TP algorithm to track and measure joint attention instances. Key findings demonstrate that the algorithm effectively quantifies joint attention with high reliability and correlates well with known measures of intersubjectivity and co-creation effectiveness. This approach not only provides a more objective measure of joint attention but also allows for the real-time analysis of collaborative interactions. The implications of this study are profound, suggesting that the integration of automated human activity recognition in co-creation can significantly enhance the understanding and facilitation of collaborative design processes, potentially leading to more effective design outcomes.

Data for Policy (dataforpolicy.org), a global community, focuses on policy–data interactions by exploring how data can be used for policy in an ethical, responsible, and efficient manner. Within its journal, six focus areas, including Data for Policy Area 1: Digital & Data-driven Transformations in Governance, were established to delineate the evolving research landscape from the Data for Policy Conference series. This review addresses the absence of a formal conceptualization of digital and data-driven transformations in governance within this focus area. The paper achieves this by providing a working definition, mapping current research trends, and proposing a future research agenda centered on three core transformations: (1) public participation and collective intelligence; (2) relationships and organizations; and (3) open data and government. The paper outlines research questions and connects these transformations to related areas such as artificial intelligence (AI), sustainable smart cities, digital divide, data governance, co-production, and service quality. This contribution forms the foundational development of a research agenda for academics and practitioners engaged in or impacted by digital and data-driven transformations in policy and governance.

The concept of a socially sustainable society is linked to the notion of equal access to high-quality welfare services and an equitable distribution of common resources. The rationale behind the introduction of private actors to provide welfare services is that greater choice will result in higher quality of service for individuals, achieved through a co-creation process. The purpose of this study is to examine the processes through which value is co-created when elderly are admitted to retirement homes. The study answers the following questions: (1) how do individual expectations differ between the applicants? and (2) how do the employees take the applicants’ expectations into account when allocating the resources available? This study, conducted between november and december 2014, combines surveys with elderly who apply for a retirement home and interviews with employees at the municipality. Our study show that co-creation is related to intangible aspects, pragmatic alignment in resource integration, and conflicts between interests.

Digital technology facilitates remote access to archaeological collections and offers an accessible platform for knowledge sharing and innovative storytelling. Here, the authors present a newly developed online museum resource co-curated by archaeologists and the descendant community in Quinhagak, Alaska.

This article explores the shift in mental health recovery from mere symptom management to a holistic approach via the CHIME framework. It delves into the author’s experience, beginning with the loss of his father, a war veteran with mental health struggles, at 16, thrusting him into the role of primary caregiver for his mother, who also battled mental health issues and eventually took her own life. These events spotlight the shortcomings of traditional mental health care and the urgent need for empathetic, multifaceted services. Advocating for co-creation in mental health services, the article outlines a transition towards a system that integrates recovery principles through stages from co-ideation to co-evaluation, emphasising holistic, person-centred care. It calls for a reimagined mental healthcare system that respects individual journeys and is rooted in co-creation, signalling a critical move towards systemic change.

Microplastics are ubiquitous in our environment but their presence in air is less well understood. Homes are likely a key source of airborne microplastics and microfibres to the environment owing to the frequent use and storage of plastics and textiles within them. Studying their presence, concentration and distribution in these environments is difficult without the participation of citizens due to accessibility challenges. Few studies have examined the intricacies of the prevalence of indoor microplastics and microfibres or the link between indoor exposure and behavioural and regulatory approaches that could reduce their concentrations. The application of a quintuple innovation helix framework, within which a co-creative citizen science research methodology is applied, provides an opportunity for citizens to shape the scientific method, ensuring that methods are accessible and appropriate for widespread use and designed by the citizen, for the citizen. Exploring behaviours and motivations in plastic and textile use by citizens with industry may reduce the generation of these particles. Future studies should consider the importance of citizen inclusion when designing research strategies for measuring and reducing microplastic concentrations in homes, enabling a nuanced understanding of their generation and distribution and facilitating the development of appropriate behavioural, industrial and regulatory messaging and mitigative measures.

Recent years have seen the rise of citizens as contributors to hardware product creation. This trend has increased attention to open source hardware (OSH): a phenomenon that extends the intellectual property management and development practices in open source software (OSS) into the design of physical objects. OSH projects are different from OSS projects due to product type, and distinct from traditional closed source new product development (NPD) ones due to their openness. These differences challenge the degree of applicability of existing project success definitions in the OSH context. To investigate project success in OSH, we conducted a qualitative survey with practitioners. We report characteristics of successful OSH projects through three identified themes: (a) value creation – the big-picture impact, (b) quality of output – the quality of the hardware and accompanying documentation and (c) project process – activities that contribute to success. We contextualise by comparing OSH with selected literature on the success of OSS and NPD project management. While our study confirms a similarity between OSS and OSH in defining project success, it also highlights themes that are uniquely important to the latter. These findings are helpful for OSH development practice and could provide lessons for OSS development and closed source NPD.

The capture and analysis of diverse data is widely recognized as being vital to the design of new products and services across the digital economy. We focus on its use to inspire the co-design of visitor experiences in museums as a distinctive case that reveals opportunities and challenges for the use of personal data. We present a portfolio of data-inspired visiting experiences that emerged from a 3-year Research Through Design process. These include the overlay of virtual models on physical exhibits, a smartphone app for creating personalized tours as gifts, visualizations of emotional responses to exhibits, and the data-driven use of ideation cards. We reflect across our portfolio to articulate the diverse ways in which data can inspire design through the use of ambiguity, visualization, and inter-personalization; how data inspire co-design through the process of co-ideation, co-creation, and co-interpretation; and how its use must negotiate the challenges of privacy, ownership, and transparency. By adopting a human perspective on data, we are able to chart out the complex and rich information that can inform design activities and contribute to datasets that can drive creativity support systems.

Coventry University has made a strategic commitment to address the dimension of ‘race’ in its learning and teaching. Central to this is the establishment of a cross-institution curriculum change initiative called ‘Curriculum 2025’. The case study shared here details how we are approaching this task and some early reflections. Two things are explained: first, the provision of resources for staff who want to learn more about possible actions to take; second, our approach to working alongside course teams on new materials, often designed as reusable learning objects. An example of such a learning object is discussed which uses Wikipedia to enable students from diverse backgrounds to examine critically academic texts, books and other resources to understand how their learning may be skewed in favour of Western-originated thought and to identify alternative perspectives. The student activity also provides a co-creation opportunity, in that students are discovering the curriculum for themselves.

Driven by the ageing process taking place in the Basque Autonomous Region (BAR), the ‘Age-Friendly Cities and Communities’ (AFCC) initiative has become a major political reference for the development of ageing policies in the territory. This article addresses this subject by means of a qualitative study that analyses how the three main capital cities in the region are implementing age-friendly strategies, with a focus on co-creation and co-production processes. The article examines the challenges they are currently facing in the development of the aforementioned participatory processes. Our research suggests that political involvement, even if necessary, is meaningless if the strategy is not embedded in the work of influential stakeholders. Moreover, the success of communities in becoming more age friendly will, to a large extent, depend on whether older people, including those facing social exclusion, become involved as key actors in future research and policies around age-friendly developments.

Welfare conditionality, and the underlying understanding of unemployment because of lack of motivation, has been widely criticized. This article analyses if and how more co-created services can be a pathway to address some of these challenges. As Denmark currently is moving towards a softening of welfare conditionality for the vulnerable unemployed, and local authorities try to develop models ‘in between’ welfare conditionality and genuine user involvement, this constitute a good case for analysing this question. The analysis build on comprehensive ethnographic data from a four-year research- and innovation project in six Danish municipalities. The employment services in the project have tried to design new strategies involving clients in the development and implementation of services. Among other things, this includes developing integrated services, qualifying the meeting and the talk between front-line workers and clients, engaging the employer side and NGO’s outside the public services and promoting other measures to ensure real involvement of the citizens in the processes. The analysis lists some of the potentials and pitfalls in these innovative processes and reflects upon the feasibility of such new type of co-created services.