Although past research has investigated the impact of exploration and exploitation on firm performance, there is limited these effects in interorganizational relationships. We examine whether boundary condition for ambidextrous learning can be extended from firms to long-term Specifically, we focus a particular aspect learning—namely, explorative exploitative knowledge sharing—and its performance also theorize how management relationship ontological commitment span syntactic, semantic,...

This paper guides the theoretical development of future research on interorganizational systems (IOS). We first assess past IOS by reviewing and summarizing findings 51 empirical studies published in 11 IS journals between 1990 2003. literature addresses three primary issues: (1) factors influencing organizational decisions to adopt IOS; (2) impact governance over economic transactions; (3) consequences adoption. From our assessment approaches taken research, we offer recommendations for...

Contextual ambidexterity of an interorganizational relationship (IOR) is the ability its management system to align partners' activities and resources for short-term goals adapt cognitions actions long-term viability. It alternative structural in which separate units IOR pursue short- goals. We theorize that when utilized coordinate IOR, information technology (IT)-enabled operations sensemaking, along with interdependent decision making, promote IOR's contextual ambidexterity. test our...

The mum effect ?a project member's reluctance to report bad news about a troubled ?has been recognized as an important contributor failure. While there are many potential factors that can influence the effect, in this study we focus on two particularly today's software development environment: (1) issue of fault responsibility arises context outsourced IT projects involve external vendor, and (2) time urgency, which has become more firms seek compete "Internet time," developing delivering...

ABSTRACT This study investigates how long‐term partners can establish successful supply chain collaboration to accrue relationship benefits. Informed by the relational view, we identify governance and resource sharing as key mechanisms create benefits in relationships. We draw on ambidexterity perspective suggest that relationships require resource‐sharing handle new problems emerging future while successfully managing current problems, or have a duality of short‐ orientation. also alignment...

Purpose Business analytics (BA) has been a breakthrough technological development in recent years. Although scholars have suggested several solutions using these technologies to facilitate decision-making, there are as of yet limited studies on how analysts, practice, improve decision makers' understanding business environments. This study uses sensemaking theory and proposes model data analysts generate analytical outcomes the environment. Design/methodology/approach employs an interpretive...

The integration of machine learning (ML), functioning as the core various artificial intelligence (AI)-enabled systems in organizations, comes with assertion that ML models offer automated decisions or assist domain experts refining their decision-making. current research presents substantial evidence ML’s positive impact on business and organizational performance. Nonetheless, there is a limited understanding how decision-makers participate process generating ML-driven insights enhancing...

Online support communities are popular for consumers of information technology products who might need help identifying or resolving a problem. Information products, in general, have their own needs and requirements. Prior research has focused on the intermediate benefits online to companies, such as knowledge contribution community participation. This study, contrast, investigates less explored issue value creation by with respect consumer postpurchase outcomes. To do so, we develop an...

Supply chain scholars have applied optimization techniques such as linear programming and mixed integer to solve a variety of supply management problems. Despite the advancement techniques, this approach has not been fully extended addressing more complicated problems revenue maximization stochastic dimension. In research, we propose an alternative based on multi-agent CBR in solving One advantage is that managers can take benefits models with less effort. We compare performance outcomes...

The information systems field needs strong cumulative traditions to advance IS theory building and better explain real-world phenomena. Despite the hegemony of in our major journals improvements methodology over years, has yet achieve beyond a few limited areas. In this paper, we propose for such by relying on framework external validity that Shadish, Cook, Campbell (2002) suggest. Our classifies accumulated knowledge into four types, highlights several evolutionary pathways building,...

Theory development and theory testing are two primary processes in social science research. Statistical methods tools used various stages of these processes. Information systems researchers have employed many statistical for testing. However, very few approaches known to help with development. In this paper, we introduce TETRAD as a powerful approach aid developing discovering new theoretical relationships. We illustrate the by re-analyzing data from articles published premier information...

A widely accepted notion in cybersecurity practice and research posits that complexity is detrimental to cybersecurity. While this mainly focuses on IT, the prevalence of extends beyond IT into organizational domains. Whether assertion holds true when applied domains remains largely unexplored. Moreover, 'complexity' 'complicatedness' are often used interchangeably refer a large number interconnected components. We build science distinguish two terms: arises from ad-hoc, non-linear...

Purpose Business analytics (BA) is a new frontier of technology development and has enormous potential for value creation. Information systems research shows ample evidence its positive business impacts organizational performance. However, there limited understanding how decision-makers or users BA outcomes actually engage with data analysts in the process data-driven insight generation they improve their environments using outcomes. To aid this engagement understanding, study investigates...

Public safety and cybersecurity are integrated endeavors as pervasive computing puts interconnected devices everywhere. STEM training in cyber security might occur within the traditional public framework, both of criminological study practical implementation. We tested responsiveness to for law enforcement from this perspective. Our findings suggest great potential group expanding effective protections communities through education. They further a commensurate need support realize potential.

One of the critical success factors in information technology outsourcing projects is how partners learn through interactions with each other. This learning facilitates complex problem-solving processes and enables to take different perspectives, explore alternatives, seek innovation projects. For this occur, must strive enhance collaboration, but generally, collaboration viewed too narrowly as engage coordination cooperation independently Our framework suggests that more effective when...

This study investigates the factors influencing client and vendor learning its downstream performance implications in Information Technology Outsourcing (ITO) projects. We propose system development expertise project expertise, project’s strategic importance, expectations of relationship continuity as antecedents learning, success outcome. Furthermore, moderation effects are examined on relationships with learning. test hypotheses using data collected from 101 ITO managers. The findings...