Exploring Generative Artificial Intelligence (GAI): Business Professionals’ Surveys and Perceptions on GAI
Generative AI (GAI) marks significant advancements in technology and machine learning models. It has achieved a newer and higher level of creativity and innovation through the AI system. With such rapid growth and boom in GAI, gaps exist in the current literature about the organizations and individu...
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Published in | Journal of behavioral and applied management Vol. 24; no. 2; pp. 79 - 89 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
Published |
Glendale
Institute of Behavioral and Applied Management
31.07.2024
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Subjects | |
Online Access | Get full text |
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Abstract | Generative AI (GAI) marks significant advancements in technology and machine learning models. It has achieved a newer and higher level of creativity and innovation through the AI system. With such rapid growth and boom in GAI, gaps exist in the current literature about the organizations and individual levels of applying GAI. The researchers conducted a mixed-methods study to explore business professionals’ experiences and perceptions of using GAI. This current study examined the purpose of using GAI and the statistically significant differences in productivity before using GAI versus after using GAI. The impact of gender, age, and educational background on work productivity while using GAI was also investigated. Furthermore, this study researched the most prominent GAI tools these business professionals use. The advantages and disadvantages of using GAI were analyzed through detailed content analyses of the qualitative data using NVIVO and SQL. This study highlights the vital impact of GAI in improving efficiency, increasing productivity, and fostering innovation. It also calls for strategic planning to maximize the GAI benefits in organizational implementations while addressing overreliance, ethics, security, hallucination, and user experience concerns. |
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AbstractList | Generative AI (GAI) marks significant advancements in technology and machine learning models. It has achieved a newer and higher level of creativity and innovation through the AI system. With such rapid growth and boom in GAI, gaps exist in the current literature about the organizations and individual levels of applying GAI. The researchers conducted a mixed-methods study to explore business professionals' experiences and perceptions of using GAI. This current study examined the purpose of using GAI and the statistically significant differences in productivity before using GAI versus after using GAI. The impact of gender, age, and educational background on work productivity while using GAI was also investigated. Furthermore, this study researched the most prominent GAI tools these business professionals use. The advantages and disadvantages of using GAI were analyzed through detailed content analyses of the qualitative data using NVIVO and SQL. This study highlights the vital impact of GAI in improving efficiency, increasing productivity, and fostering innovation. It also calls for strategic planning to maximize the GAI benefits in organizational implementations while addressing overreliance, ethics, security, hallucination, and user experience concerns. |
Author | Jefferson, Cicely Qin, Nathan Cao, Yumeng Hix, Joanne Chen, Danxia |
Author_xml | – sequence: 1 givenname: Danxia surname: Chen fullname: Chen, Danxia – sequence: 2 givenname: Cicely surname: Jefferson fullname: Jefferson, Cicely – sequence: 3 givenname: Joanne surname: Hix fullname: Hix, Joanne – sequence: 4 givenname: Nathan surname: Qin fullname: Qin, Nathan – sequence: 5 givenname: Yumeng surname: Cao fullname: Cao, Yumeng |
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Copyright | Copyright Institute of Behavioral and Applied Management 2024 |
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Title | Exploring Generative Artificial Intelligence (GAI): Business Professionals’ Surveys and Perceptions on GAI |
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