Impacts of AI on Human Designers: A Systematic Literature Review

IF 1.8 2区 文学 Q2 COMMUNICATION
Pitch Sinlapanuntakul;Mark Zachry
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引用次数: 0

Abstract

Introduction: The intersection of artificial intelligence (AI) and design is gaining significant attention among professional communication researchers. Although challenges in designing with and for AI have been generally investigated, current systematic literature reviews have neglected to consider the tensions between AI and human designers during design work and how that work is impacted. Our study extends previous work by offering a more nuanced understanding of how AI affects designers’ work, thought processes, and solutions. Research methodology: Using the PRISMA framework, we conducted a systematic review of 44 articles specifically addressing tensions between human designers and AI in design work. We employed a hybrid inductive/deductive thematic analysis approach, using Miro for remote qualitative analysis. Results and discussion: Our thematic analysis reveals four main themes that encapsulate the multifaceted impact of AI on design practice: 1. reframing design roles and work, 2. human-AI-(human) interaction and collaboration, 3. cognitive expansion and critical reflection, and 4. limitations and risks of AI. These themes collectively offer insights into the multifaceted nature of AI’s impact on human designers in this new paradigm of practice. Conclusions and further research: This review has significant implications for researchers and practitioners in design. It reflects the current complexities of integrating AI into design processes while preserving human creativity, intuition, and agency. We further identify research gaps and suggest directions for future research and practice in design domains.
人工智能对人类设计师的影响:系统的文献综述
人工智能(AI)与设计的交叉越来越受到专业传播研究者的关注。尽管使用AI和为AI设计的挑战已经得到了广泛的调查,但目前的系统性文献综述却忽视了AI和人类设计师在设计过程中的紧张关系,以及这一工作是如何受到影响的。我们的研究扩展了之前的工作,对人工智能如何影响设计师的工作、思维过程和解决方案提供了更细致的理解。研究方法:使用PRISMA框架,我们对44篇文章进行了系统的回顾,这些文章专门讨论了人类设计师和人工智能在设计工作中的紧张关系。我们采用了混合归纳/演绎主题分析方法,使用Miro进行远程定性分析。结果和讨论:我们的主题分析揭示了四个主要主题,这些主题概括了人工智能对设计实践的多方面影响:重构设计角色和工作;2 .人机交互与协作;3 .认知拓展与批判性反思;人工智能的局限性和风险。这些主题共同提供了在这种新的实践范式中,人工智能对人类设计师影响的多面性的见解。结论和进一步研究:本综述对设计研究者和实践者具有重要的启示意义。它反映了当前将人工智能整合到设计过程中,同时保留人类创造力、直觉和能动性的复杂性。我们进一步确定研究差距,并为设计领域的未来研究和实践提出方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.20
自引率
11.80%
发文量
45
期刊介绍: The IEEE Transactions on Professional Communication is a peer-reviewed journal devoted to applied research on professional communication—including but not limited to technical and business communication. Papers should address the research interests and needs of technical communicators, engineers, scientists, information designers, editors, linguists, translators, managers, business professionals, and others from around the globe who practice, conduct research on, and teach others about effective professional communication. The Transactions publishes original, empirical research that addresses one of these contexts: The communication practices of technical professionals, such as engineers and scientists The practices of professional communicators who work in technical or business environments Evidence-based methods for teaching and practicing professional and technical communication.
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