Abstract
This study examines stock market reactions to investments in enterprise resource planning and enterprise application integration technologies, using signaling theory concepts as explaining theory. The empirical results presented in this paper indicate that financial markets differentiate among technologies that companies invest in to integrate their information systems. In addition, this study confirms that technology maturity, financial health of the investing company, and stock market conditions are important factors influencing the stock market reaction.
Similar content being viewed by others
References
Aggarwal, N., Dai, Q., & Walden, E. A. (2006). Do markets prefer open or proprietary standards for XML standardization? International Journal of Electronic Commerce, 11(1), 117–136.
Agrawal, M., Kishore, R., & Rao, R. H. (2006). Market reactions to e-business outsourcing announcements: an event study. Information & Management, 43(7), 861–873.
Alessandri, T. M., & Bettis, R. A. (2003). Surviving the bulls and the bears: robust strategies and shareholder wealth. Long Range Planning, 36(3), 13–35.
Altman, E. I. (1968). Financial ratios, discriminant analysis and the prediction of corporate bankruptcy. Journal of Finance, 23(4), 589–609.
Andoh-Baidoo, F. K., & Osei-Bryson, K.-M. (2007). Exploring the characteristics of internet security breaches that impact the market value of breached firms. Expert Systems with Applications, 32(3), 703–725.
Andoh-Baidoo, F. K., Osei-Bryson, K.-M., & Amoako-Gyampah, K. (2012). Effects of firm and IT characteristics on the value of e-commerce initiatives: an inductive theoretical framework. Information Systems Frontiers, 14(2), 237–259.
Anthony, J. H., Choi, W., & Grabski, S. (2006). Market reaction to e-commerce impairments evidenced by website outages. International Journal of Accounting Information Systems, 7(2), 60–78.
Barki, H., & Pinsonneault, A. (2005). A model of organizational integration, implementation effort, and performance. Organization Science, 16(2), 165–179.
Benbunan-Fich, R., & Fich, E. M. (2004). Effects of web traffic announcements on firm value. International Journal of Electronic Commerce, 8(4), 161–181.
Benbunan-Fich, R., & Fich, E. M. (2005). Measuring the value of refining a web presence. Journal of Electronic Commerce in Organizations, 3(1), 35–52.
Brown, S. J., & Warner, J. B. (1985). Using daily stock returns: the case of event studies. Journal of Financial Economics, 14(1), 3–31.
Campbell, K., Gordon, L. A., Loeb, M. P., & Zhou, L. (2003). The economic cost of publicity announced information security breaches: empirical evidence from the stock market. Journal of Computer Security, 11(3), 431–448.
Cavusoglu, H., Mishra, B., & Raghunathan, S. (2004). The effect of internet security breach announcements on market value: capital market reactions for breached firms and internet security developers. International Journal of Electronic Commerce, 9(1), 69–104.
Chatterjee, D., Richardson, V. J., & Zmud, R. W. (2001). Examining the shareholder wealth effects of announcements of newly created CIO position. MIS Quarterly, 25(1), 43–70.
Chatterjee, D., Pacini, C., & Sambamurthy, V. (2002). The shareholder-wealth and trading-volume effects of information-technology infrastructure investments. Journal of Management Information Systems, 19(2), 7–42.
Cheng, J. M.-S., Tsao, S.-M., Tsai, W.-H., & Tu, H. H.-J. (2007). Will eChannel additions increase the financial performance of the firm?—the evidence from Taiwan. Industrial Marketing Management, 36(1), 50–57.
Clemons, E. K. (1990). MAC–Philadelphia National Bank’s strategic venture in shared ATM networks. Journal of Management Information Systems, 7(1), 5–25.
Connelly, B. L., Certo, S. T., Ireland, R. D., & Reutzel, C. R. (2011). Signaling theory: a review and assessment. Journal of Management, 37(1), 39–67.
Dardan, M., Stylianou, A., & Dardan, S. (2005). The valuation of ecommerce announcements during fluctuating financial markets. Journal of Electronic Commerce Research, 6(4), 312–326.
Dardan, S., Stylianou, A., & Kumar, R. (2006). The impact of customer-related IT investments on customer satisfaction and shareholder returns. The Journal of Computer Information Systems, 47(2), 100–111.
Davenport, T. H. (1998). Putting the enterprise into the enterprise system. Harvard Business Review, 76(4), 121–131.
Dehning, B., Richardson, V. J., & Zmud, R. W. (2003). The value relevance of announcements of transformational information technology investments. MIS Quarterly, 27(4), 637–656.
Dehning, B., Richardson, V. J., Urbaczewski, A., & Wells, J. D. (2004). Reexamining the value relevance of E-commerce initiatives. Journal of Management Information Systems, 21(1), 55–82.
Dewan, S., & Ren, F. (2007). Risk and return of information technology initiatives: evidence from electronic commerce announcements. Information Systems Research, 18(4), 370–394.
Dobija, D., Klimczak, K. M., Roztocki, N., & Weistroffer, H. R. (2012). Information technology investment announcements and market value in transition economies: evidence from Warsaw Stock Exchange. The Journal of Strategic Information Systems, 21(4), 308–319.
Dos Santos, B. L., Peffers, K., & Mauer, D. (1993). The impact of information technology investment announcements on the market value of the firm. Information Systems Research, 4(1), 1–23.
Ettredge, M. L., & Richardson, V. J. (2003). Information transfer among internet firms: the case of hacker attacks. Journal of Information Systems, 17(2), 71–82.
Fama, E. F. (1970). Efficient capital markets: a review of theory and empirical work. Journal of Finance, 25(2), 383–417.
Fama, E. F. (1991). Efficient capital markets: II. Journal of Finance, 46(5), 1575–1617.
Ferguson, C., Finn, F., & Hall, J. (2005). Electronic commerce investments, the resource-based view of the firm, and firm market value. International Journal of Accounting Information Systems, 6(1), 5–29.
Filbeck, G., Gorman, R., Greenlee, T., & Speh, T. (2005). The stock price reaction to supply chain management advertisements and company value. Journal of Business Logistics, 26(1), 199–216.
Fuller, R. J., & Wong, G. W. (1988). Traditional versus theoretical risk measures. Financial Analysts Journal, 44(2), 52–57.
Geyskens, I., Gielens, K., & Dekimpe, M. G. (2002). The market valuation of internet channel additions. Journal of Marketing, 66(2), 102–119.
Gulati, R., & Higgins, M. C. (2003). Which ties matter when? The contingent effects of inter organizational partnerships on IPO success. Strategic Management Journal, 24(2), 127–144.
Hayes, D. C., Hunton, J. E., & Reck, J. (2000). Information systems outsourcing announcements: investigating the impact on the market value of the contact-granting firms. Journal of Information Systems, 14(2), 109–125.
Hayes, D. C., Hunton, J. E., & Reck, J. (2001). Market reaction to ERP Implementation Announcements. Journal of Information Systems, 15(1), 3–18.
Hovav, A., & D'Arcy, J. (2003). The impact of denial-of-service attack announcements on the market value of firms. Risk Management & Insurance Review, 6(2), 97–121.
Hovav, A., & D'Arcy, J. (2005). Capital market reaction to defective IT products: the case of computer viruses. Computers & Security, 24(5), 409–424.
Hunter, S. D. (2003). Information technology, organizational learning, and the market value of the firm. The Journal of Information Theory and Application, 5(1), 1–28.
Hunton, J. E., Lippincott, B., & Reck, J. L. (2003). Enterprise resource planning systems: comparing firm performance of adopters and nonadopters. International Journal of Accounting Information Systems, 4(3), 165–184.
Im, K. S., Dow, K. E., & Grover, V. (2001). Research report: a reexamination of IT investment and the market value of the firm–an event study methodology. Information Systems Research, 12(1), 103–117.
Janney, J. J., & Folta, T. B. (2006). Moderating effects of investor experience on the signaling value of private equity placements. Journal of Business Venturing, 21(1), 27–44.
Kannan, K., Rees, J., & Sridhar, S. (2007). Market reactions to information security breach announcements: an empirical analysis. International Journal of Electronic Commerce, 12(1), 69–91.
Khallaf, A., & Skantz, T. R. (2007). The effects of information technology expertise on the market value of a firm. Journal of Information Systems, 21(1), 83–105.
Ko, D.-G., Kirsch, L. J., & King, W. R. (2005). Antecedents of knowledge transfer from consultants to clients in enterprise system implementations. MIS Quarterly, 29(1), 59–85.
Kohli, R., Sherer, S. A., & Baron, A. (2003). Editorial—IT investment payoff in E-business environments: research issues. Information Systems Frontiers, 5(3), 239–247.
Lee, S.-Y. T., & Lim, K. S. (2006). The impact of M&A and joint ventures on the value of IT and non-IT firms. Review of Quantitative Finance and Accounting, 27(2), 111–123.
Lin, J.-S. C., Jang, W.-Y., & Chen, K.-J. (2007). Assessing the market valuation of e-service initiatives. International Journal of Service Industry Management, 18(3), 224–245.
Lintner, J. (1965). The evaluation of risk assets and the selection of risky investments in stock portfolios and capital budgets. The Review of Economics and Statistics, 47(1), 13–37.
MacKinley, A. C. (1997). Event studies in economic and finance. Journal of Economic Literature, 35(1), 13–39.
McNamara, G. M., Haleblain, J., & Dykes, B. J. (2008). The performance implications of participating in an acquisition wave: early mover advantages, bandwagon effects, and the moderating influence of industry characteristics and acquirer tactics. Academy of Management Journal, 51(1), 113–130.
McWilliams, A., & Siegel, D. (1997). Event studies in management research: theoretical and empirical issues. Academy of Management Journal, 40(3), 626–657.
Meng, Z., & Lee, S.-Y. T. (2007). The value of IT to firms in a developing country in the catch-up process: an empirical comparison of China and the United States. Decision Support Systems, 43(3), 737–745.
Mitchell, V. (2006). Knowledge integration and information technology project performance. MIS Quarterly, 30(4), 913–939.
Nagm, F., & Kautz, K. (2008). The market value impact of IT investments announcements–an event study. Journal of Information Technology Theory and Applications, 9(3), 61–79.
Ocasio, W. (1997). “Towards an attention-based view of the firm.” Strategic Management Journal (18:Summer Special Issue), 187–206.
Oh, W., Gallivan, M. J., & Kim, J. W. (2006a). The market’s perception on the transactional risks of information technology outsourcing announcements. Journal of Management Information Systems, 22(4), 271–303.
Oh, W., Kim, J. W., & Richardson, V. J. (2006b). The moderating effect of context on the market reaction to IT investments. Journal of Information Systems, 20(1), 19–44.
Park, N. K., & Mezias, J. M. (2005). Before and after the technology sector crash: the effect of environmental munificence on stock market response to alliances to e-commerce firms. Strategic Management Journal, 26(11), 987–1007.
Peak, D. A., Windsor, J. C., & Conover, J. (2002). Risks and effects of IS/IT outsourcing: a security market assessment. Journal of Information Technology Cases and Applications, 4(1), 6–33.
Raghu, T. S., Wo, W., Mohan, S. B., & Rao, H. R. (2008). Market reaction to patent infringement ligations in the information technology industry. Information Systems Frontiers, 10(1), 61–75.
Ranganathan, C., & Brown, C. V. (2006). ERP investments and the market value of firms: toward an understanding of influential ERP project variables. Information Systems Research, 17(2), 145–161.
Roztocki, N., & Weistroffer, H. R. (2006). Stock price reaction to the investments in IT: relevance of cost management systems. Electronic Journal of Information Systems Evaluation, 9(1), 27–30.
Roztocki, N., & Weistroffer, H. R. (2009a). The impact of enterprise application integration on stock prices. Journal of Enterprise Information Management, 22(6), 709–721.
Roztocki, N., & Weistroffer, H. R. (2009b). Information technology investments: does activity based costing matter? The Journal of Computer Information Systems, 50(2), 31–41.
Roztocki, N., & Weistroffer, H. R. (2011). “Event studies in information systems research: Past, present and future,” 19th European Conference on Information Systems (ECIS 2011), Helsinki, Finland.
Sabherwal, R., & Sabherwal, S. (2005). Knowledge management using information technology: determinants of short-term impact on firm value. Decision Sciences, 36(4), 531–567.
Sabherwal, R., & Sabherwal, S. (2007). How do knowledge management announcements affect firm value? A study of firms pursuing different business strategies. IEEE Transactions on Engineering Management, 54(3), 409–422.
Sharpe, W. F. (1964). Capital asset prices: a theory of market equilibrium under conditions of risk. Journal of Finance, 19(3), 425–442.
Spence, M. (1973). Job market signaling. Quarterly Journal of Economics, 87(3), 355–374.
Spence, M. (2002). Signaling in retrospect and the informational structure of markets. The American Economic Review, 92(3), 434–459.
Subramani, M., & Walden, E. (2001). The impact of E-commerce announcements on the market value of firms. Information Systems Research, 12(2), 135–154.
Telang, R., & Wattal, S. (2007). An empirical analysis of the impact of software vulnerability announcements on firm stock price. IEEE Transactions on Software Engineering, 33(8), 544–557.
Themistocleous, M. (2004). Justifying the decision for EAI implementation: a validated proposition of influential factors. Journal of Enterprise Information Management, 17(2), 85–104.
Wernerfelt, B. (1984). A resource-based view of the firm. Strategic Management Journal, 5(2), 509–533.
Wernerfelt, B. (1995). The resource-based view of the firm: 10 years after. Strategic Management Journal, 16(3), 171–174.
Acknowledgments
An earlier version of this paper was presented at the 2008 Hawaii International Conference on System Sciences (HICSS 2008). The feedback received from the conference participants is greatly appreciated.
Author information
Authors and Affiliations
Corresponding author
Appendix
Appendix
1.1 Examples of investment announcements
1.1.1 Example 1: EAI investment announcement
Business Wire
February 23, 1998
Sara Lee Corporation (SLE)
Sara Lee Hosiery Selects TSI Software’s Mercator to Speed SAP R/3 Implementation
Mercator enables seamless integration of legacy systems with SAP’s R/3 n
TSI International Software Ltd. (NASDAQ:TSFW), a leading provider of enterprise application integration solutions, today announced that the hosiery division of Sara Lee Corporation (NYSE:SLE) has selected TSI Software’s Mercator software to assist in R/3 implementation and simplify maintenance of R/3 interfaces to existing systems. Sara Lee is using Mercator to seamlessly integrate business data such as employee benefit information and personnel statistics from its legacy human resource (HR) system with SAP R/3’s HR component. Sara Lee is also using Mercator to interface employee data from R/3 into a legacy payroll system. “Mercator for R/3 allowed us to build powerful interfaces to integrate the human resource component of R/3 with our legacy systems,” said John Zaski, director of IT for Sara Lee’s hosiery division. “Using Mercator for R/3, we were able to build interfaces much faster and react to format changes more quickly than with manually written code. Its tight integration with SAP R/3 made Mercator a very effective tool for us. We plan to use Mercator to integrate the financial and manufacturing modules of R/3 with our legacy systems.” Mercator enables SAP customers to fully leverage the R/3 Business Framework—SAP’s open, component-based architecture that acts as the enterprise IT backbone—without manual coding. Mercator’s SAP-specific extensions are certified by SAP and utilize R/3 strategic interface technologies such as BAPIs and ALE. Using Mercator, R/3 interface formats are captured automatically and transformed graphically, significantly reducing the time and cost associated with R/3 implementation. “Sara Lee’s selection of Mercator to integrate its legacy systems with R/3 validates Mercator’s powerful application integration features,” said Connie Galley, president and CEO of TSI Software. “Reducing the time and cost associated with interfacing and data conversion means our customers such as Sara Lee can go live with R/3 sooner and begin to realize its benefits that much faster.”
1.1.2 Example 2: ERP investment announcement
May 12, 2009
TendersInfo
Cintas Corp. (CTAS)
Cintas Selects itelligence as SAP ERP Implementation Consultant
itelligence today announced that it is was selected as the consulting partner for SAP ERP implementation at Cintas Corporation, a company that designs, manufactures and implements corporate identity uniform programs for customers throughout the U.S. and Canada. In addition, they provide document management, fire protection and first aid and safety programs in the same markets. Cintas chose itelligence to replace legacy systems with a core SAP ERP 6.0 foundation that will help accomplish Cintas key business drivers.
1.1.3 Example 3: ERP investment announcement
July 22, 2009
RTT News (United States)
Reynolds (RAI)
Reynolds Selects Lawson ERP System to Help Support Business Cost Improvement Initiatives
Lawson Software (LWSN) announced that Reynolds has licensed the Lawson M3 Enterprise Management System. Reynolds selected the Lawson ERP system to help support its operating and business cost improvement initiatives as well as the company’s growth plans.
The contract was signed during Lawson’s fourth quarter of fiscal 2009, which ended May 31, 2009. The company intends to use the new Lawson M3 ERP system to help enhance and improve operating processes and system capabilities. The system will also help pave the way for future improvements to the business and enhance the service Reynolds brings to its customers.
Rights and permissions
About this article
Cite this article
Roztocki, N., Weistroffer, H.R. Investments in enterprise integration technology: An event study. Inf Syst Front 17, 659–672 (2015). https://doi.org/10.1007/s10796-013-9451-8
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10796-013-9451-8