{"title":"采用 ChatGPT 如何刺激数字创业:刺激-组织-反应视角","authors":"Cong Doanh Duong, Thanh Hieu Nguyen","doi":"10.1016/j.ijme.2024.101019","DOIUrl":null,"url":null,"abstract":"<div><p>With the advent of Artificial Intelligence (AI) and its transformative effects across different sectors, including entrepreneurship, there is a pressing need to understand how AI is integrated into entrepreneurial practices. This study applies the Stimulus-Organism-Response theory to explain the impacts of ChatGPT adoption in entrepreneurship, opportunity recognition, and digital entrepreneurial knowledge on digital entrepreneurial self-efficacy, which in turn, increases digital entrepreneurial intentions and behaviors. Moreover, our study examines the moderating role of technostress in the relationship between digital entrepreneurial self-efficacy, digital entrepreneurial intention, and digital entrepreneurial behaviors. Drawing on the sample of 1326 MBA Vietnamese students who used ChatGPT for their entrepreneurial activities, with the stratified random sampling approach, structural equation modeling is employed to test formulated hypotheses. This study reveals that ChatGPT adoption in entrepreneurship positively influences opportunity recognition, digital entrepreneurial knowledge, and digital entrepreneurial self-efficacy. Digital entrepreneurial self-efficacy was also found to significantly mediate the impacts of AI-related stimuli on digital entrepreneurial intention and behavior. Furthermore, technostress negatively moderates the relationship between digital entrepreneurial self-efficacy and intention. The findings of this research thus extend the theoretical understanding of AI-driven entrepreneurship and offer practical implications for practitioners.</p></div>","PeriodicalId":6,"journal":{"name":"ACS Applied Nano Materials","volume":null,"pages":null},"PeriodicalIF":5.3000,"publicationDate":"2024-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"How ChatGPT adoption stimulates digital entrepreneurship: A stimulus-organism-response perspective\",\"authors\":\"Cong Doanh Duong, Thanh Hieu Nguyen\",\"doi\":\"10.1016/j.ijme.2024.101019\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>With the advent of Artificial Intelligence (AI) and its transformative effects across different sectors, including entrepreneurship, there is a pressing need to understand how AI is integrated into entrepreneurial practices. This study applies the Stimulus-Organism-Response theory to explain the impacts of ChatGPT adoption in entrepreneurship, opportunity recognition, and digital entrepreneurial knowledge on digital entrepreneurial self-efficacy, which in turn, increases digital entrepreneurial intentions and behaviors. Moreover, our study examines the moderating role of technostress in the relationship between digital entrepreneurial self-efficacy, digital entrepreneurial intention, and digital entrepreneurial behaviors. Drawing on the sample of 1326 MBA Vietnamese students who used ChatGPT for their entrepreneurial activities, with the stratified random sampling approach, structural equation modeling is employed to test formulated hypotheses. This study reveals that ChatGPT adoption in entrepreneurship positively influences opportunity recognition, digital entrepreneurial knowledge, and digital entrepreneurial self-efficacy. Digital entrepreneurial self-efficacy was also found to significantly mediate the impacts of AI-related stimuli on digital entrepreneurial intention and behavior. Furthermore, technostress negatively moderates the relationship between digital entrepreneurial self-efficacy and intention. The findings of this research thus extend the theoretical understanding of AI-driven entrepreneurship and offer practical implications for practitioners.</p></div>\",\"PeriodicalId\":6,\"journal\":{\"name\":\"ACS Applied Nano Materials\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":5.3000,\"publicationDate\":\"2024-07-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Applied Nano Materials\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1472811724000909\",\"RegionNum\":2,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MATERIALS SCIENCE, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Nano Materials","FirstCategoryId":"91","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1472811724000909","RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, MULTIDISCIPLINARY","Score":null,"Total":0}
How ChatGPT adoption stimulates digital entrepreneurship: A stimulus-organism-response perspective
With the advent of Artificial Intelligence (AI) and its transformative effects across different sectors, including entrepreneurship, there is a pressing need to understand how AI is integrated into entrepreneurial practices. This study applies the Stimulus-Organism-Response theory to explain the impacts of ChatGPT adoption in entrepreneurship, opportunity recognition, and digital entrepreneurial knowledge on digital entrepreneurial self-efficacy, which in turn, increases digital entrepreneurial intentions and behaviors. Moreover, our study examines the moderating role of technostress in the relationship between digital entrepreneurial self-efficacy, digital entrepreneurial intention, and digital entrepreneurial behaviors. Drawing on the sample of 1326 MBA Vietnamese students who used ChatGPT for their entrepreneurial activities, with the stratified random sampling approach, structural equation modeling is employed to test formulated hypotheses. This study reveals that ChatGPT adoption in entrepreneurship positively influences opportunity recognition, digital entrepreneurial knowledge, and digital entrepreneurial self-efficacy. Digital entrepreneurial self-efficacy was also found to significantly mediate the impacts of AI-related stimuli on digital entrepreneurial intention and behavior. Furthermore, technostress negatively moderates the relationship between digital entrepreneurial self-efficacy and intention. The findings of this research thus extend the theoretical understanding of AI-driven entrepreneurship and offer practical implications for practitioners.
期刊介绍:
ACS Applied Nano Materials is an interdisciplinary journal publishing original research covering all aspects of engineering, chemistry, physics and biology relevant to applications of nanomaterials. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important applications of nanomaterials.