Tailoring Success: Harnessing the Creational Affordances of Generative Artificial Intelligence to Drive Market Performance

IF 4.6 3区 管理学 Q1 BUSINESS
Lixu Li;Xiaohua Xin;Xinjie Xing;Yaoqi Liu;Lujie Chen
{"title":"Tailoring Success: Harnessing the Creational Affordances of Generative Artificial Intelligence to Drive Market Performance","authors":"Lixu Li;Xiaohua Xin;Xinjie Xing;Yaoqi Liu;Lujie Chen","doi":"10.1109/TEM.2025.3542764","DOIUrl":null,"url":null,"abstract":"The rapid evolution of generative artificial intelligence (GenAI) has revolutionized various industries through its creational affordances. However, the impact of these affordances on business outcomes remains underexplored. Drawing on the resource-based view, we examine the relationships among GenAI's creational affordances, customer orientation, customization, and market performance. Using survey data from 196 information technology (IT) firms in mainland China, we reveal that both product and service customization significantly mediate the positive relationship between GenAI's creational affordances and market performance. Furthermore, customer orientation merely enhances the mediation effect of service customization, underscoring its critical role in maximizing the strategic benefits of GenAI. We contribute to existing technology-driven operations management research by emphasizing the moderated mediation mechanism in the relationship between GenAI's creational affordances and market performance. Our findings not only assist IT firms in better implementing their AI strategies but also offer a reference for the development of other firms.","PeriodicalId":55009,"journal":{"name":"IEEE Transactions on Engineering Management","volume":"72 ","pages":"676-688"},"PeriodicalIF":4.6000,"publicationDate":"2025-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Engineering Management","FirstCategoryId":"91","ListUrlMain":"https://ieeexplore.ieee.org/document/10897884/","RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS","Score":null,"Total":0}
引用次数: 0

Abstract

The rapid evolution of generative artificial intelligence (GenAI) has revolutionized various industries through its creational affordances. However, the impact of these affordances on business outcomes remains underexplored. Drawing on the resource-based view, we examine the relationships among GenAI's creational affordances, customer orientation, customization, and market performance. Using survey data from 196 information technology (IT) firms in mainland China, we reveal that both product and service customization significantly mediate the positive relationship between GenAI's creational affordances and market performance. Furthermore, customer orientation merely enhances the mediation effect of service customization, underscoring its critical role in maximizing the strategic benefits of GenAI. We contribute to existing technology-driven operations management research by emphasizing the moderated mediation mechanism in the relationship between GenAI's creational affordances and market performance. Our findings not only assist IT firms in better implementing their AI strategies but also offer a reference for the development of other firms.
求助全文
约1分钟内获得全文 求助全文
来源期刊
IEEE Transactions on Engineering Management
IEEE Transactions on Engineering Management 管理科学-工程:工业
CiteScore
10.30
自引率
19.00%
发文量
604
审稿时长
5.3 months
期刊介绍: Management of technical functions such as research, development, and engineering in industry, government, university, and other settings. Emphasis is on studies carried on within an organization to help in decision making or policy formation for RD&E.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信