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McGuire J, De Cremer D, Van de Cruys T. Establishing the importance of co-creation and self-efficacy in creative collaboration with artificial intelligence. Sci Rep 2024; 14:18525. [PMID: 39122865 PMCID: PMC11316096 DOI: 10.1038/s41598-024-69423-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 08/05/2024] [Indexed: 08/12/2024] Open
Abstract
The emergence of generative AI technologies has led to an increasing number of people collaborating with AI to produce creative works. Across two experimental studies, in which we carefully designed and programmed state-of-the-art human-AI interfaces, we examine how the design of generative AI systems influences human creativity (poetry writing). First, we find that people were most creative when writing a poem on their own, compared to first receiving a poem generated by an AI system and using sophisticated tools to edit it (Study 1). Following this, we demonstrate that this creativity deficit dissipates when people co-create with-not edit-AI and establish creative self-efficacy as an important mechanism in this process (Study 2). Thus, our findings indicate that people must occupy the role of a co-creator, not an editor, to reap the benefits of generative AI in the production of creative works.
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Affiliation(s)
- Jack McGuire
- Department of Management & Organizational Development, D'Amore-McKim School of Business, Northeastern University, Hayden Hall, 101, 370 Huntington Ave, Boston, MA, 02115, USA.
- Department of Management and Organisation, National University of Singapore, Singapore, Singapore.
| | - David De Cremer
- Department of Management & Organizational Development, D'Amore-McKim School of Business, Northeastern University, Hayden Hall, 101, 370 Huntington Ave, Boston, MA, 02115, USA
- Department of Management and Organisation, National University of Singapore, Singapore, Singapore
| | - Tim Van de Cruys
- Linguistics Research Unit, Faculty of Arts, KU Leuven, Blijde-Inkomststraat 21, Box 3308, 3000, Leuven, Belgium
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Lukowski S, Goeke M, Schmit B, Bequette M. Assembly-style making: How structured making serves as an on-ramp to creativity and engineering design. Front Psychol 2023; 14:1120186. [PMID: 37359889 PMCID: PMC10289551 DOI: 10.3389/fpsyg.2023.1120186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 03/06/2023] [Indexed: 06/28/2023] Open
Abstract
Makerspaces, workspaces where families can explore materials and tools collaboratively, can provide an opportunity for creative expression and early engineering learning in community spaces. The present study examined a cardboard-focused museum makerspace that included an assembly-style activity. Assembly-style making uses instructions to support makers. Such activities have been critiqued as limiting creativity and engineering thinking. However, makers who are less comfortable in makerspaces may benefit from assembly-style activities helping to scaffold their entry into the space. We explored these criticisms and potential benefits of assembly-style making through developing case studies of video data taken by families in a makerspace. Visitors made creative and personally meaningful creations when engaged in assembly style making. Moreover, assembly-style making mediated a family less comfortable with making to get started in the space alongside ample evidence of families following engineering design processes. Contrary to popular belief, assembly-style making offers an important support to novice makers, without eliminating creativity and engineering design processes, and should be considered in the mix of activities available in makerspaces to support makers of all levels of comfort in making.
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Hu L, Ye L, Guo M, Liu Y. The Impact of Leader Humor on Employee Creativity during the COVID-19 Period: The Roles of Perceived Workload and Occupational Coping Self-Efficacy. Behav Sci (Basel) 2023; 13:bs13040303. [PMID: 37102817 PMCID: PMC10136144 DOI: 10.3390/bs13040303] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 02/15/2023] [Accepted: 03/08/2023] [Indexed: 04/05/2023] Open
Abstract
Based on the relief theory and similarity attraction theory, this study investigates the influence of leader humor on employee creativity through the mediate impact of employees’ perceived workload, occupational coping self-efficacy, and employee similarity perception with a leader as a potential moderator. The data were collected through an online survey that included matched questionnaire data from 351 employees and their direct leaders in China. This study used SPSS 26 software and Mplus 7.0 software to analyze the data and found that (1) leader humor has a significant positive impact on employees’ creativity; (2) employees’ perceived workload and occupational coping self-efficacy mediated the positive relationship between leader humor and employee creativity; (3) similarity perception negatively moderated the influence of leader humor on perceived workload, and it also positively moderated the influence of leader humor on occupational coping self-efficacy. In addition to corroborating and expanding on previous findings regarding the relationship between leader humor and employee creativity during the COVID-19 period, the aforementioned conclusions also derive management implications for fostering employee creativity and reducing employee workload from the perspective of leader humor.
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Affiliation(s)
- Lili Hu
- School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China
| | - Long Ye
- School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China
| | - Ming Guo
- School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China
| | - Yunshuo Liu
- School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China
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George T, Lasher K. Limited Imagination: Effects of Constraints and Individual Differences in Working Memory Capacity on Idea Generation. CREATIVITY RESEARCH JOURNAL 2023. [DOI: 10.1080/10400419.2023.2182038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/03/2023]
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Tromp C. Integrated Constraints in Creativity: Foundations for a Unifying Model. REVIEW OF GENERAL PSYCHOLOGY 2022. [DOI: 10.1177/10892680211060027] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Despite their negative connotation, and the pervasiveness of blue-sky, outside-the-box thinking metaphors, constraints are at the heart of creativity. Using a multidisciplinary approach, as part of the Integrated Constraints in Creativity (IConIC) model, I propose that creative outcomes emerge from the successful leveraging of different types of constraints. I introduce a new, constraint-based definition of creativity, grounded in categorization theory, and parsimonious taxonomies of constraints based on which I outline testable predictions and corroborating evidence. I argue that constraints differ in terms of their flexibility (fixed, faux-fixed, or flexible) and functions (exclusionary or focusing), and in terms of whether they apply to the problem search time or the problem search space. Within the search space, constraints can refer to specific concepts or categories. I also advance a distinction between creativity maximizers and satisficers as a function of creativity goals, semantic networks, expertise, and the new constructs of constraint leveraging power and constraint leveraging mindset, that help to explain differences in successful integration of constraints for creativity and creative achievement.
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Affiliation(s)
- Catrinel Tromp
- Department of Psychology, Rider University, Lawrenceville, NJ, USA
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Hofreiter S, Zhou X, Tang M, Werner CH, Kaufman JC. COVID-19 Lockdown and Creativity: Exploring the Role of Emotions and Motivation on Creative Activities From the Chinese and German Perspectives. Front Psychol 2021; 12:617967. [PMID: 34777077 PMCID: PMC8581294 DOI: 10.3389/fpsyg.2021.617967] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 09/17/2021] [Indexed: 11/20/2022] Open
Abstract
For much of 2020, countries around the world fought against the COVID-19 pandemic. Many countries went into lockdown to control the fast spread of the virus. The unusual restrictions and confinement of the lockdown brought about new challenges for people's everyday lives. With flexibility, adaptability, and problem-solving at the core of its nature, creativity has the potential to help people cope with harsh and uncertain circumstances. Were people more, the same, or less creative in their everyday life during the period of lockdown, and in which ways? What are the emotions and motivations underlying their creative or non-creative behaviors? The current study aims to explore these questions from a cross-cultural perspective. A total of 754 comparable employee samples from three Chinese and three German cities were asked about their moods during the lockdown period, their self-rated level of creativity in daily lives before and during the lockdown, and their motivations behind their creative activities. Significant increases in creativity were observed in all everyday activities in both countries with only two exceptions in the German sample. Despite minor differences, a common pattern was found across cultures: whereas the activating positive mood could directly lead to the increase in creativity in some everyday activities, such a direct Mood-Creativity link was limited in the activating negative mood circumstances. In such circumstances, motivation intervened to enable the link to creativity. It was also found that this indirect effect of motivation between mood and creativity was more pronounced with the German participants.
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Affiliation(s)
- Sebastian Hofreiter
- Institute for Creativity and Innovation, University of Applied Management, Ismaning, Germany
| | - Xiang Zhou
- Department of Social Psychology, Nankai University, Tianjin, China
| | - Min Tang
- Institute for Creativity and Innovation, University of Applied Management, Ismaning, Germany
| | - Christian H. Werner
- HSSH University Institute Schaffhausen, Schaffhausen, Switzerland
- Triagon Academy, Marsa, Malta
- Seeburg Castle University, Seekirchen am Wallersee, Austria
| | - James C. Kaufman
- Neag School of Education, University of Connecticut, Storrs, CT, United States
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Tønnessen Ø, Dhir A, Flåten BT. Digital knowledge sharing and creative performance: Work from home during the COVID-19 pandemic. TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE 2021; 170:120866. [PMID: 35068596 PMCID: PMC8764621 DOI: 10.1016/j.techfore.2021.120866] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 04/09/2021] [Accepted: 05/05/2021] [Indexed: 05/28/2023]
Abstract
The outbreak of the COVID-19 pandemic and the resulting social distancing requirements have led to major disruptions in the world of work. The outcomes of the enforced and large-scale work from home (WFH) practices are currently largely unexplored. This study aims to address this gap in the research by investigating the external and internal digital knowledge sharing (DKS) and creative performance (CP) of employees under these extraordinary circumstances. The social capital theory was utilized as the theoretical lens for examining the associations of DKS and CP with demographic, individual, and organizational factors. An online cross-sectional survey was carried out among knowledge workers based in Norway during the pandemic lockdown. The study results indicate that internal and external DKS are significant predictors of CP in the WFH context during the COVID-19 pandemic. Females and older employees are more likely to engage in external DKS than their counterparts. Furthermore, individual motivation is found to be positively associated with internal DKS, external DKS, and CP. The findings suggest that increased use of digital platforms helps increase CP in the WFH setting resulting from the pandemic. Various theoretical and practical implications are discussed, and future research avenues are proposed.
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Affiliation(s)
- Øystein Tønnessen
- Department of Management, School of Business and Law, University of Agder, Kristiansand, Norway
- Egde Consulting AS, Kristiansand, Norway
| | - Amandeep Dhir
- Department of Management, School of Business and Law, University of Agder, Kristiansand, Norway
- Norwegian School of Hotel Management, University of Stavanger, Stavanger, Norway
- Optentia Research Focus Area, North-West University, Vanderbijlpark, South Africa
| | - Bjørn-Tore Flåten
- Department of Management, School of Business and Law, University of Agder, Kristiansand, Norway
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Castillo-Vergara M, García-Pérez-de-Lema D. Product innovation and performance in SME’s: the role of the creative process and risk taking. INNOVATION-ORGANIZATION & MANAGEMENT 2020. [DOI: 10.1080/14479338.2020.1811097] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
| | - Domingo García-Pérez-de-Lema
- Facultad de ciencias de la empresa, University Professor and Director of the Office of Entrepreneurs and Creation of Technology-Based Companies, Universidad Politécnica De Cartagena, Murcia, Spain
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Wu CH, de Jong JP, Raasch C, Poldervaart S. Work process-related lead userness as an antecedent of innovative behavior and user innovation in organizations. RESEARCH POLICY 2020. [DOI: 10.1016/j.respol.2020.103986] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Petrou P, Linden D, Salcescu OC. When Breaking the Rules Relates to Creativity: The Role of Creative Problem‐Solving Demands and Organizational Constraints. JOURNAL OF CREATIVE BEHAVIOR 2020. [DOI: 10.1002/jocb.354] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Petrou P, Baas M, Roskes M. From prevention focus to adaptivity and creativity: the role of unfulfilled goals and work engagement. EUROPEAN JOURNAL OF WORK AND ORGANIZATIONAL PSYCHOLOGY 2019. [DOI: 10.1080/1359432x.2019.1693366] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
- Paraskevas Petrou
- Department of Psychology, Education, and Child Studies, Erasmus University Rotterdam, Rotterdam, Netherlands
| | - Matthijs Baas
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
| | - Marieke Roskes
- Organization Sciences, VU Amsterdam, Amsterdam, Netherlands
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Shao Y, Nijstad BA, Täuber S. Creativity under workload pressure and integrative complexity: The double-edged sword of paradoxical leadership. ORGANIZATIONAL BEHAVIOR AND HUMAN DECISION PROCESSES 2019. [DOI: 10.1016/j.obhdp.2019.01.008] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Cnossen B, Loots E, Witteloostuijn A. Individual motivation among entrepreneurs in the creative and cultural industries: A self‐determination perspective. CREATIVITY AND INNOVATION MANAGEMENT 2019. [DOI: 10.1111/caim.12315] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Boukje Cnossen
- Institute for Sociology and Cultural Organisation (ISKO)Leuphana University of Lüneburg Lüneburg Germany
| | - Ellen Loots
- Cultural EconomicsErasmus University Rotterdam the Netherlands
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Petrou P, Bakker AB, Bezemer K. Creativity under task conflict: The role of proactively increasing job resources. JOURNAL OF OCCUPATIONAL AND ORGANIZATIONAL PSYCHOLOGY 2018. [DOI: 10.1111/joop.12250] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Affiliation(s)
- Paraskevas Petrou
- Center of Excellence for Positive Organizational Psychology; Erasmus University Rotterdam; The Netherlands
| | - Arnold B. Bakker
- Center of Excellence for Positive Organizational Psychology; Erasmus University Rotterdam; The Netherlands
- University of Johannesburg; South Africa
| | - Katinka Bezemer
- Center of Excellence for Positive Organizational Psychology; Erasmus University Rotterdam; The Netherlands
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Abstract
According to Friedrich Nietzsche, artists impose restrictions on themselves to encourage creativity and even have a way of “making things difficult” – imposing new constraints on themselves within which they have to dance. At least in the arts, it is difficulty rather than ease which promotes creativity in accordance with this view. This goes beyond the well-known idea of rules and other structures not only restricting but also enabling creativity; it also goes beyond insight into the creativity-enhancing effects of constraints, as recently emphasized in organization studies. Nietzsche adds three dimensions to this dialectic: time and the process of dancing inspired and encouraged by constraints; the opposition of old and new constraints; and the quality of intended, stimulating self-binding. We see this as an opportunity to explore the inspiring potential of Nietzsche’s piece about arts, “Dancing in chains”, when it comes to the different realm of creative practices and creativity in and of organizations. Such an exploration can obviously not aim to offer recipes of how to bring about valuable novelty, but simply intends to identify pertinent themes, issues and questions for organization studies – topics and aspects brought into a new or sharper light when looked at from Nietzsche’s perspective and that of some other philosophers, including Jon Elster’s analyses of constraints in general and of the complications of self-binding in order to promote creativity in particular. Also, we consider Míchel de Certeau’s “silent production” and Martha Feldman’s improvisational routines as being cases of “dancing in chains”.
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Time pressure and team member creativity within R&D projects: The role of learning orientation and knowledge sourcing. INTERNATIONAL JOURNAL OF PROJECT MANAGEMENT 2017. [DOI: 10.1016/j.ijproman.2017.04.002] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Sankaran S, Grzymala-Moszczynska J, Strojny A, Strojny P, Kossowska M. Rising up to the ‘challenge’? The role of need for closure and situational appraisals in creative performance. PERSONALITY AND INDIVIDUAL DIFFERENCES 2017. [DOI: 10.1016/j.paid.2016.10.045] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Beuk F, Basadur T. Regulatory Focus, Task Engagement and Divergent Thinking. CREATIVITY AND INNOVATION MANAGEMENT 2016. [DOI: 10.1111/caim.12182] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Gemünden HG. When Less is More, and When Less is Less. PROJECT MANAGEMENT JOURNAL 2015. [DOI: 10.1002/pmj.21506] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Hans Georg Gemünden
- Technology and Innovation Management, Technische Universität Berlin, Berlin, Germany
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Caniëls MC, Rietzschel EF. Organizing Creativity: Creativity and Innovation under Constraints. CREATIVITY AND INNOVATION MANAGEMENT 2015. [DOI: 10.1111/caim.12123] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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