{"title":"超越炒作:机器人过程自动化的公众认知","authors":"Ingo Kregel, Julian Koch, Ralf Plattfaut","doi":"10.1080/10919392.2021.1911586","DOIUrl":null,"url":null,"abstract":"ABSTRACT The perception of emerging technologies such as Robotic Process Automation (RPA) goes through the phases of emergence, growth, and maturity. In the emergence phase, potential users of the technology naturally have unrealistic expectations of high performance. The expected positive impact of the technology drives the subsequent growth phase. Later, these exaggerated expectations increasingly give way to realistic assessments until a maturity phase is reached. The current academic debate on RPA argues that there is also a fear narrative that hinders wider adoption of this technology. In this article, we present an analysis of over 95,000 news articles on RPA published between 2015 and September 2020 to study the public perception of RPA. We employ sentiment analysis and topic modeling to evaluate positive/negative and subjective/objective views as well as major topics identified in news media. Based on this analysis, we demonstrate that RPA can now be considered a mature technology which seems to have passed a hype without enduring a large dip in expectations. Building on these insights, this article discusses some potential avenues for future research “beyond the hype”.","PeriodicalId":54777,"journal":{"name":"Journal of Organizational Computing and Electronic Commerce","volume":"31 1","pages":"130 - 150"},"PeriodicalIF":2.0000,"publicationDate":"2021-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/10919392.2021.1911586","citationCount":"10","resultStr":"{\"title\":\"Beyond the Hype: Robotic Process Automation's Public Perception Over Time\",\"authors\":\"Ingo Kregel, Julian Koch, Ralf Plattfaut\",\"doi\":\"10.1080/10919392.2021.1911586\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"ABSTRACT The perception of emerging technologies such as Robotic Process Automation (RPA) goes through the phases of emergence, growth, and maturity. In the emergence phase, potential users of the technology naturally have unrealistic expectations of high performance. The expected positive impact of the technology drives the subsequent growth phase. Later, these exaggerated expectations increasingly give way to realistic assessments until a maturity phase is reached. The current academic debate on RPA argues that there is also a fear narrative that hinders wider adoption of this technology. In this article, we present an analysis of over 95,000 news articles on RPA published between 2015 and September 2020 to study the public perception of RPA. We employ sentiment analysis and topic modeling to evaluate positive/negative and subjective/objective views as well as major topics identified in news media. Based on this analysis, we demonstrate that RPA can now be considered a mature technology which seems to have passed a hype without enduring a large dip in expectations. Building on these insights, this article discusses some potential avenues for future research “beyond the hype”.\",\"PeriodicalId\":54777,\"journal\":{\"name\":\"Journal of Organizational Computing and Electronic Commerce\",\"volume\":\"31 1\",\"pages\":\"130 - 150\"},\"PeriodicalIF\":2.0000,\"publicationDate\":\"2021-04-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1080/10919392.2021.1911586\",\"citationCount\":\"10\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Organizational Computing and Electronic Commerce\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://doi.org/10.1080/10919392.2021.1911586\",\"RegionNum\":4,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"COMPUTER SCIENCE, INFORMATION SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Organizational Computing and Electronic Commerce","FirstCategoryId":"94","ListUrlMain":"https://doi.org/10.1080/10919392.2021.1911586","RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
Beyond the Hype: Robotic Process Automation's Public Perception Over Time
ABSTRACT The perception of emerging technologies such as Robotic Process Automation (RPA) goes through the phases of emergence, growth, and maturity. In the emergence phase, potential users of the technology naturally have unrealistic expectations of high performance. The expected positive impact of the technology drives the subsequent growth phase. Later, these exaggerated expectations increasingly give way to realistic assessments until a maturity phase is reached. The current academic debate on RPA argues that there is also a fear narrative that hinders wider adoption of this technology. In this article, we present an analysis of over 95,000 news articles on RPA published between 2015 and September 2020 to study the public perception of RPA. We employ sentiment analysis and topic modeling to evaluate positive/negative and subjective/objective views as well as major topics identified in news media. Based on this analysis, we demonstrate that RPA can now be considered a mature technology which seems to have passed a hype without enduring a large dip in expectations. Building on these insights, this article discusses some potential avenues for future research “beyond the hype”.
期刊介绍:
The aim of the Journal of Organizational Computing and Electronic Commerce (JOCEC) is to publish quality, fresh, and innovative work that will make a difference for future research and practice rather than focusing on well-established research areas.
JOCEC publishes original research that explores the relationships between computer/communication technology and the design, operations, and performance of organizations. This includes implications of the technologies for organizational structure and dynamics, technological advances to keep pace with changes of organizations and their environments, emerging technological possibilities for improving organizational performance, and the many facets of electronic business.
Theoretical, experimental, survey, and design science research are all welcome and might look at:
• E-commerce
• Collaborative commerce
• Interorganizational systems
• Enterprise systems
• Supply chain technologies
• Computer-supported cooperative work
• Computer-aided coordination
• Economics of organizational computing
• Technologies for organizational learning
• Behavioral aspects of organizational computing.