MIS Quarterly

最新文章

• COMPREHENSIBLE PREDICTIVE MODELS FOR BUSINESS PROCESSES AI翻译
  作者：Breuker, Dominic; Matzner, Martin; Delfmann, Patrick; Becker, Joerg
  作者单位：University of Munster; University of Koblenz & Landau
  摘要：Predictive modeling approaches in business process management provide a way to streamline operational business processes. For instance, they can warn decision makers about undesirable events that are likely to happen in the future, giving the decision maker an opportunity to intervene. The topic is gaining momentum in process mining, a field of research that has traditionally developed tools to discover business process models from data sets of past process behavior. Predictive modeling techni...
• TOWARD A BETTER MEASURE OF BUSINESS PROXIMITY: TOPIC MODELING FOR INDUSTRY INTELLIGENCE AI翻译
  作者：Shi, Zhan (Michael); Lee, Gene Moo; Whinston, Andrew B.
  作者单位：Arizona State University; Arizona State University-Tempe; University of Texas System; University of Texas Arlington; University of Texas System; University of Texas Austin
  摘要：In this article, we propose a new data-analytic approach to measure firms' dyadic business proximity. Specifically, our method analyzes the unstructured texts that describe firms' businesses using the statistical learning technique of topic modeling, and constructs a novel business proximity measure based on the output. When compared with existent methods, our approach is scalable for large datasets and provides finer granularity on quantifying firms' positions in the spaces of product, market...
• THE DUALITY OF EMPOWERMENT AND MARGINALIZATION IN MICROTASK CROWDSOURCING: GIVING VOICE TO THE LESS POWERFUL THROUGH VALUE SENSITIVE DESIGN AI翻译
  作者：Deng, Xuefei (Nancy); Joshi, K. D.; Galliers, Robert D.
  作者单位：California State University System; California State University Dominguez Hills; Washington State University; Bentley University; Bentley University; Loughborough University
  摘要：Crowdsourcing (CS) of micro tasks is a relatively new, open source work form enabled by information and communication technologies. While anecdotal evidence of its benefits abounds, our understanding of the phenomenon's societal consequences remains limited. Drawing on value sensitive design (VSD), we explore microtask CS as perceived by crowd workers, revealing their values as a means of informing the design of CS platforms. Analyzing detailed narratives of 210 crowd workers participating in ...
• TRANSFORMATIONAL ISSUES OF BIG DATA AND ANALYTICS IN NETWORKED BUSINESS AI翻译
  作者：Baesens, Bart; Bapna, Ravi; Marsden, James R.; Vanthienen, Jan; Zhao, J. Leon
  作者单位：KU Leuven; University of Minnesota System; University of Minnesota Twin Cities; University of Connecticut; KU Leuven; City University of Hong Kong
  摘要：The era of big data and analytics is upon us and is changing the world dramatically. The field of Information Systems should be at the forefront of understanding and interpreting the impact of both technologies and management so as to lead the efforts of business research in the big data era. We need to prepare ourselves and our students for this changing world of business. In this discussion, we focus on exploring the technical and managerial issues of business transformation resulting from t...
• THE CREATION OF SOCIAL VALUE: CAN AN ONLINE HEALTH COMMUNITY REDUCE RURAL-URBAN HEALTH DISPARITIES? AI翻译
  作者：Goh, Jie Mein; Gao, Guodong (Gordon); Agarwal, Ritu
  作者单位：Simon Fraser University; University System of Maryland; University of Maryland College Park
  摘要：The striking growth of online communities in recent years has sparked significant interest in understanding and quantifying benefits of participation. While research has begun to document the economic outcomes associated with online communities, quantifying the social value created in these collectives has been largely overlooked. This study proposes that online health communities create social value by addressing rural-urban health disparities via improved health capabilities. Using a unique ...
• HOW INFORMATION TECHNOLOGY STRATEGY AND INVESTMENTS INFLUENCE FIRM PERFORMANCE: CONJECTURE AND EMPIRICAL EVIDENCE AI翻译
  作者：Mithas, Sunil; Rust, Roland T.
  作者单位：University System of Maryland; University of Maryland College Park
  摘要：In this paper, we develop conjectures for understanding how information technology (IT) strategy and IT investments jointly influence profitability and the market value of the firm. We view IT strategy as an expression of the dominant strategic objective that the firm chooses to emphasize, which can be revenue expansion, cost reduction, or a dual emphasis in which both goals are pursued. Using data from more than 300 firms in the United States, we find that at the mean value of IT investments,...
• Celebrating 40 Years of MIS Quarterly: MISQ's History and Future Through the Lenses of its Editors-in-Chief AI翻译
  作者：Rai, Arun
  作者单位：University System of Georgia; University System of Georgia; Georgia State University
• YOU CAN'T BRIBE A COMPUTER: DEALING WITH THE SOCIETAL CHALLENGE OF CORRUPTION THROUGH ICT AI翻译
  作者：Srivastava, Shirish C.; Teo, Thompson S. H.; Devaraj, Sarv
  作者单位：Hautes Etudes Commerciales (HEC) Paris; National University of Singapore; National University of Singapore; University of Notre Dame
  摘要：Despite the influence of information and communication technologies (ICTs) on enhancing transparency and fairness, there is limited theoretical understanding of how ICT affects corruption. Adopting an institutional perspective, we conceptualize the mechanisms through which e-government influences corruption in a nation. Specifically, we theorize the relationship between e-government and corruption at two levels: (1) base corruption observed in national institutions (political, legal, and media...
• PRIVACY AND BIG DATA: SCALABLE APPROACHES TO SANITIZE LARGE TRANSACTIONAL DATABASES FOR SHARING AI翻译
  作者：Menon, Syam; Sarkar, Sumit
  作者单位：University of Texas System; University of Texas Dallas
  摘要：Scalability and privacy form two critical dimensions that will eventually determine the extent of the success of big data analytics. We present scalable approaches to address privacy concerns when sharing transactional databases. Although the benefits of sharing are well documented and the number of firms sharing transactional data has increased over the years, the rate at which this number has grown is not quite what it could have been. Concerns about revealing proprietary information have pr...
• A TOOL FOR ADDRESSING CONSTRUCT IDENTITY IN LITERATURE REVIEWS AND META-ANALYSES AI翻译
  作者：Larsen, Kai R.; Bong, Chih How
  作者单位：University of Colorado System; University of Colorado Boulder; University of Malaysia Sarawak
  摘要：The problem of detecting whether two behavioral constructs reference the same real-world phenomenon has existed for over 100 years. Discordant naming of constructs is here termed the construct identity fallacy (CIF). We designed and evaluated the construct identity detector (CID), the first tool with large-scale construct identity detection properties and the first tool that does not require respondent data. Through the adaptation and combination of different natural language processing (NLP) ...