IS

Zhu, Kevin Xiaoguo

Topic Weight Topic Terms
0.812 capabilities capability firm firms performance resources business information technology firm's resource-based competitive it-enabled view study
0.743 supply chain information suppliers supplier partners relationships integration use chains technology interorganizational sharing systems procurement
0.522 model research data results study using theoretical influence findings theory support implications test collected tested
0.501 value business benefits technology based economic creation related intangible cocreation assessing financial improved key economics
0.325 complexity task environments e-business environment factors technology characteristics literature affect influence role important relationship model
0.287 e-commerce value returns initiatives market study announcements stock event abnormal companies significant growth positive using
0.283 procurement firms strategy marketing unified customers needs products strategies availability informedness proprietary purchase resonance policies
0.256 effects effect research data studies empirical information literature different interaction analysis implications findings results important
0.254 firms firm financial services firm's size examine new based result level including results industry important
0.228 standards interorganizational ios standardization standard systems compatibility effects cooperation firms industry benefits open interoperability key
0.220 software development product functionality period upgrade sampling examines extent suggests factors considered useful uncertainty previous
0.209 countries global developing technology international country developed national economic policy domestic study foreign globalization world
0.203 performance firm measures metrics value relationship firms results objective relationships firm's organizational traffic measure market
0.191 validity reliability measure constructs construct study research measures used scale development nomological scales instrument measurement
0.189 adoption diffusion technology adopters innovation adopt process information potential innovations influence new characteristics early adopting
0.188 consumer consumers model optimal welfare price market pricing equilibrium surplus different higher results strategy quality
0.164 edi electronic data interchange b2b exchange exchanges interorganizational partners adoption transaction trading supplier factors business
0.145 technology investments investment information firm firms profitability value performance impact data higher evidence diversification industry
0.138 structural modeling scale equation implications economies large future framework perspective propose broad scope resulting identified
0.135 software vendors vendor saas patch cloud release model vulnerabilities time patching overall quality delivery software-as-a-service
0.133 costs cost switching reduce transaction increase benefits time economic production transactions savings reduction impact services
0.130 effect impact affect results positive effects direct findings influence important positively model data suggest test
0.127 role relationship positively light important understanding related moderating frequency intensity play stronger shed contribution past
0.113 outcomes theory nature interaction theoretical paradox versus interpersonal literature provides individual levels understanding dimensions addition

Focal Researcher     Coauthors of Focal Researcher (1st degree)     Coauthors of Coauthors (2nd degree)

Note: click on a node to go to a researcher's profile page. Drag a node to reallocate. Number on the edge is the number of co-authorships.

Kraemer, Kenneth L. 4 Xu, Sean Xin 3 Dedrick, Jason 2 Dong, Shutao 1
Gurbaxani, Vijay 1 Xin Xu, Sean 1 Zhou, Zach Zhizhong 1
Firm Performance 4 Electronic Commerce 3 competition 2 resource-based view 2
technology diffusion 2 back-end integration 1 backend integration 1 business value 1
cross-country comparison 1 e-Commerce Metrics 1 e-business 1 economies of standards 1
electronic data interchange 1 electronic business 1 electronic procurement 1 financial services industry 1
game theory 1 IT Intensity 1 innovation 1 international perspective 1
IT investment 1 intangible resources 1 IT business value 1 Internet 1
interorganizational systems 1 information technology investment 1 information technology business value 1 information technology 1
interfirm coordination 1 lock-in 1 Language of Keywords: Esperanto 1 Measurement 1
managerial skills 1 moderation effect 1 Net-Enhanced Organizations 1 network effects 1
number of suppliers 1 open-source software 1 Open standards 1 proprietary software 1
path dependency 1 resource complementarity 1 resource-based theory 1 supply chain 1
software 1 switching cost 1 standards diffusion 1 switching costs 1
supply-chain structure 1 systems integration 1 technology--organization--environment framework 1 transaction costs economics 1
usage 1 value 1

Articles (8)

Lock-In Strategy in Software Competition: Open-Source Software vs. Proprietary Software. (Information Systems Research, 2012)
Authors: Abstract:
    Open-source software poses a serious challenge to proprietary software vendors. "Lock in customers" seems a tempting strategy for proprietary software vendors, who attempt to lock in customers by creating switching costs. This paper examines whether such a lock-in strategy will indeed benefit proprietary software vendors facing competition from open-source software, who can credibly commit future prices. Developing a two-period duopoly model in which software products are differentiated and customers are heterogeneous, we find that the lock-in strategy is actually counterproductive in competing against open-source software. In fact, giving customers the freedom of choice may end up benefiting the proprietary software vendor. In terms of the broader effect, we find that lock-in reduces overall social welfare, but certain customers may actually be better off with it. Finally, we show that the lock-in strategy works differently for different types of customers in the software market (i.e., foresighted versus myopic customers). This suggests that customer behavior could significantly alter the equilibrium strategy of software vendors.
Information Technology in Supply Chains: The Value of IT-Enabled Resources Under Competition. (Information Systems Research, 2009)
Authors: Abstract:
    In this study, we seek to better understand the value of information technology (IT) in supply chain contexts. Grounded in the resource-based theory in conjunction with transaction cost economics, we develop a conceptual model that links three IT-related resources (backend integration, managerial skills, and partner support) to firm performance improvement. The model differs from previous studies by proposing a moderating effect of competition on the resource-performance relationships. Using data of 743 manufacturing firms, our analysis indicates significant contribution of IT to supply chains, which is generated through development of the digitally enabled integration capability and manifested at the process level along the supply chain. The technological resource alone, however, does not hold the answer to IT value creation. In fact, managerial skills, which enable adaptations on supply chain processes and corporate strategy to accommodate the use of IT, are shown to play the strongest role in IT value creation. Furthermore, backend integration and managerial skills are found to be more valuable in more competitive environments. While commodity-like resources have diminishing value under competition, integrational and managerial resources become even stronger. Overall, our results shed light on the key drivers of IT-enabled supply chains, and provide insights into how competition shapes IT value.
How Does Information Technology Shape Supply-Chain Structure? Evidence on the Number of Suppliers. (Journal of Management Information Systems, 2008)
Authors: Abstract:
    This research investigates the relationship between a manufacturer's use of information technology (IT) (particularly electronic procurement) and the number of suppliers in its supply chain. Will a manufacturer use more or fewer suppliers due to the increasing use of IT? Based on data from a sample of 150 U.S. manufacturers, we find no direct relationship between e-procurement and number of suppliers at the aggregate level. However, when we distinguish the type of goods purchased, we find that the use of electronic procurement is associated with buying from more suppliers for custom goods but from fewer suppliers for standard (or commodity) goods. It is possible that for commodity goods, an efficiently functioning transparent market ensures that a few suppliers are sufficient, whereas for custom goods the need for protection from opportunistic vendor holdup leads to the use of more suppliers. Further, the positive relationship between number of suppliers and electronic procurement for custom goods is negatively moderated by deeper buyer--supplier system integration. This implies that such integration can help buyers obtain better "fit" for their customized requirements, an alternative to increasing fit by employing more suppliers as proposed in the extant literature.
MIGRATION TO OPEN-STANDARD INTERORGANIZATIONAL SYSTEMS: NETWORK EFFECTS, SWITCHING COSTS, AND PATH DEPENDENCY. (MIS Quarterly, 2006)
Authors: Abstract:
    As firms seek to improve coordination through the use of electronic interorganizational systems (IOS), open standards are becoming increasingly important. To better understand the process of standards diffusion, we investigate firms' migration from proprietary or less-open IOS (i.e., electronic data interchange or EDI) to open-standard IOS (i.e., the Internet). Theoretical work in economics suggests that network effects are a determinant of network adoption, yet the extant literature falls short of empirical testing of the theory. We develop a conceptual model that features network effects, expected benefits, and adoption costs as prominent antecedents. We examine the model on a large dataset of 1,394 firms. The empirical results demonstrate the significant impacts of network effects on open-standard IOS adoption. We find that adoption costs are a significant barrier to open-standard IOS adoption, but EDI users and nonusers treat this very differently: EDI users are much more sensitive to the costs of switching to the new standard. This finding illustrates that experience with older standards may create switching costs and make it difficult to shift to open and potentially better standards, a phenomenon called "excess inertia" in technology change. Further testing the underlying factors that contribute to network effects and adoption costs, we find that trading community influence is a key driver of network effects, while managerial complexity, as opposed to financial costs, is a key determinant of adoption costs. Overall we believe that this study, based on a rigorous empirical analysis of a unique international dataset, provides valuable insights into a set of key factors that influence standards diffusion.
Post-Adoption Variations in Usage and Value of E-Business by Organizations: Cross-Country Evidence from the Retail Industry. (Information Systems Research, 2005)
Authors: Abstract:
    Grounded in the innovation diffusion literature and the resource-based theory, this paper develops an integrative research model for assessing the diffusion and consequence of e-business at the firm level. Unlike the typical focus on adoption as found in the literature, we focus on postadoption stages, that is, actual usage and value creation. The model thus moves beyond dichotomous "adoption versus nonadoption" and accounts for the :missing link"-actual usage-as a critical stage of value creation. The model links technological, organizational, and environmental factors to e-business use and value, based on which a series of hypotheses are developed. The theoretical model is tested by using structural equation modeling on a dataset of 624 firms across 10 countries in the retail industry. To probe deeper into whether e-business use and value are influenced by economic environments, two subsamples from developed and developing countries are compared. The study finds that technology competence, firm size, financial commitment, competitive pressure, and regulatory support are important antecedents of e-business use. In addition, the study finds that, while both front-end and back-end capabilities contribute to e-business value, back-end integration has a much stronger impact. While front-end functionalities are becoming commodities, e-businesses are more differentiated by back-end integration. This is consistent with the resource-based theory because back-end integration possesses the value-creating characteristics of resources (e.g., firm specific, difficult to imitate), which are strengthened by the Internet-enabled connectivity. Our study also adds an international dimension to the innovation diffusion literature, showing that careful attention must be paid to the economic and regulatory factors that may affect technology diffusion across different countries.
Information Technology Payoff in E-Business Environments: An International Perspective on Value Creation of E-Business in the Financial Services Industry. (Journal of Management Information Systems, 2004)
Authors: Abstract:
    Grounded in the technology–organization–environment (TOE) framework, we develop a research model for assessing the value of e-business at the firm level. Based on this framework, we formulate six hypotheses and identify six factors (technology readiness, firm size, global scope, financial resources, competition intensity, and regulatory environment) that may affect value creation of e-business. Survey data from 612 firms across 10 countries in the financial services industry were collected and used to test the theoretical model. To examine how e-business value is influenced by economic environments, we compare two subsamples from developed and developing countries. Based on structural equation modeling, our empirical analysis demonstrates several key findings: (1) Within the TOE framework, technology readiness emerges as the strongest factor for e-business value, while financial resources, global scope, and regulatory environment also significantly contribute to e-business value. (2) Firm size is negatively related to e-business value, suggesting that structural inertia associated with large firms tends to retard e-business value. (3) Competitive pressure often drives firms to adopt e-business, but e-business value is associated more with internal organizational resources (e.g., technological readiness) than with external pressure to adopt. (4) While financial resources are an important factor in developing countries, technological capabilities become far more important in developed countries. This suggests that as firms move into deeper stages of e-business transformation, the key determinant of e-business value shifts from monetary spending to higher dimensions of organizational capabilities. (5) Government regulation plays a much more important role in developing countries than in developed countries. These findings indicate the usefulness of the proposed research model and theoretical framework for studying e-business value. They also provide insight
The Complementarity of Information Technology Infrastructure and E-Commerce Capability: A Resource-Based Assessment of Their Business Value. (Journal of Management Information Systems, 2004)
Authors: Abstract:
    This study seeks to assess the business value of e-commerce capability and information technology (IT) infrastructure in the context of electronic business at the firm level. Grounded in the IT business-value literature and enhanced by the resource-based theory of the firm, we developed a research framework in which both the main effects and the interaction effects of e-commerce and IT on firm performance were tested. Within this theoretical framework, we formulated several hypotheses. We then developed a multidimensional e-commerce capability construct, and after establishing its validity and reliability, tested the hypotheses with empirical data from 114 companies in the retail industry. Controlling for variations of firm size and subindustry effects, our empirical analysis found a strong positive interaction effect between IT infrastructure and e-commerce capability. This suggests that their complementarity positively contributes to firm performance in terms of sales per employee, inventory turnover, and cost reduction. The results are consistent with the resource-based theory, and provide empirical evidence to the complementary synergy between front-end e-commerce capability and back-end IT infrastructure. Combined together, they become more effective in producing business value. Yet the value of this synergy has not been recognized in the IT payoff literature. The "productivity paradox" observed in various studies has been attributed to variation in methods and measures, yet we offer an additional explanation: ignoring complementarities in business value measurement implies that the impact of IT was seriously underestimated. Our results emphasized the integration of resources as a feasible path to e-commerce value--companies need to enhance the integration between front-end e-commerce capability and back-end IT infrastructure in order to reap the benefits of e-commerce investments.
e-Commerce Metrics for Net-Enhanced Organizations: Assessing the Value of e-Commerce to Firm Performance in the Manufacturing Sector. (Information Systems Research, 2002)
Authors: Abstract:
    In this study, we developed a set of constructs to measure e-commerce capability in Internet-enhanced organizations. The e-commerce capability metrics consist of four dimensions: information, transaction, customization, and supplier connection. These measures were empirically validated for reliability, content, and construct validity. Then we examined the nomological validity of these e-commerce metrics in terms of their relationships to firm performance, with data from 260 manufacturing companies divided into high IT-intensity and low IT-intensity sectors. Grounded in the dynamic capabilities perspective and the resource-based theory of the firm, a series of hypotheses were developed. After controlling for variations of industry effects and firm size, our empirical analysis found a significant relationship between e-commerce capability and some measures of firm performance (e.g., inventory turnover), indicating that the proposed metrics have demonstrated value for capturing e-commerce effects. However, our analysis showed that e-commerce tends to be associated with the increased cost of goods sold for traditional manufacturing companies, but there is an opposite relationship for technology companies. This result seems to highlight the role of resource complementarity for the business value of e-commerce--traditional companies need enhanced alignment between e-commerce capability and their existing IT infrastructure to reap the benefits of e-commerce.