The Association of Institutional Information on Websites with Present and Future Financial Performance
The “About Us” page on the website of a corporation provides information regarding the organization’s vision, philosophy, and values. We examine the association between institutional information provided on corporate websites (i.e., the “About Us” section) with present and future financial performance. Utilizing a text mining technique, we analyze the institutional information of S&P500 firms in the year 2016. We conduct a factor analysis including words that are intentionally repeated in the introductory text of corporate websites. The results of the analysis reveal that keywords from this institutional information can be grouped into six factors. We then carry out an ordinary least squares regression analysis to determine the associations between these six factors and present financial performance. The results show that keywords in Factor 2 (those related to Purchasing experience) are positively associated with ROE, a variable representing present financial performance, while keywords in Factor 1 (those related to Note to customers) show a negative relationship with ROE. On the other hand, keywords in Factor 1 have a positive relationship with Tobin’s Q, a variable representing future financial performance. These results indicate that there is some relationship between the words used in the institutional information in this section of corporate websites and firms’ financial performance. Hence, the institutional information on a website may be a useful indicator of current firm performance and future firm value.
Acharya, R. N., Kagan, A., Lingam, S. R., and Gray, K., “Impact of website usability on performance: A heuristic evaluation of community bank homepage implementation,” Journal of Business and Economics Research, Vol. 6, No. 6, pp. 139-148. 2008.
Akindele, J. and Odusina, O., “Working capital management and firm profitability: Evidence from Nigeria quoted companies,” Journal of Finance and Accounting, Vol. 6, No. 7, pp. 148-153, 2015.
Cappel, J. J. and Huang, Z., “A usability analysis of company websites,” Journal of Computer Information Systems, Vol. 48, No. 1, pp. 117-123, 2007.
Chadwick, C., Super, J. F., and Kwon, K., “Resource orchestration in practice: CEO emphasis on SHRM, commitment-based HR systems, and firm performance,” Strategic Management Journal, Vol. 36, No. 3, pp. 360-376, 2015.
Chen, K., Zhang, Z., Long, J., and Zhang, H., “Turning from TF-IDF to TF-IGM for term weighting in text classification,” Expert Systems with Applications, Vol. 66, pp. 245-260, 2016.
Choi, S. and Kwon, O., “The study of developing Korean SentiWordNet for big data analytics: Focusing on anger emotion,” The Journal of Society for e-Business Studies, Vol. 19, No. 4, pp. 1-19, 2014.
Choi, S., Lee, J., and Kwon, O., “A morphological analysis method of predicting place-event performance by online news titles,” The Journal of Society for e-Business Studies, Vol. 21, No. 1, pp. 15-32, 2016.
Chung, K. H. and Pruitt, S. W., “A simple approximation of Tobin’s q,” Financial Management, Vol. 23, No. 3, pp. 70-74, 1994.
Cornelissen, J. and Cornelissen, J. P., Corporate Communication: A Guide to Theory and Practice, Sage, 2017.
Fadda, N. and Sørensen, J. F. L., “The importance of destination attractiveness and entrepreneurial orientation in explaining firm performance in the Sardinian accommodation sector,” International Journal of Contemporary Hospitality Management, Vol. 29, No. 6, pp. 1684-1702, 2017.
Fauver, L., Hung, M., Li, X., and Taboada, A. G., “Board reforms and firm value: Worldwide evidence,” Journal of Financial Economics, Vol. 125, No. 1, pp. 120-142, 2017.
Francis, J. R., Pinnuck, M. L., and Watanabe, O., “Auditor style and financial statement comparability,” The Accounting Review, Vol. 89, No. 2, pp. 605-633, 2014.
Geissler, G. L., Zinkhan, G. M., and Watson, R. T., “Web home page complexity and communication effectiveness,” Journal of Association for Information Systems, Vol. 2, pp. 1-46, 2001.
Glaveli, N. and Geormas, K., “Doing well and doing good: Exploring how strategic and market orientation impacts social enterprise performance,” International Journal of Entrepreneurial Behavior & Research, Vol. 24, No. 1, pp. 147-170, 2018.
Hasan, B., “Perceived irritation in online shopping: The impact of website design characteristics,” Computers in Human Behavior, Vol. 54, pp. 224-230, 2016.
Hejazi, R., Ghanbari, M., and Alipour, M., “Intellectual, human and structural capital effects on firm performance as measured by Tobin’s Q,” Knowledge and Process Management, Vol. 23, No. 4, pp. 259-273, 2016.
Helm, S., “Viral marketing-establishing customer relationships by ‘word-of-mouse’,” Electronic Markets, Vol. 10, No 3, pp. 158-161, 2000.
Hwang, J. S., McMillan, S. J., and Lee, G., “Corporate web sites as advertising: An analysis of function, audience, and message strategy,” Journal of Interactive Advertising, Vol. 3, No. 2, pp. 10-23, 2003.
Kim, J. and Kim, D., “A study on the method for extracting the purpose-specific customized information from online product reviews based on text mining,” The Journal of Society for e-Business Studies, Vol. 21, No. 2, pp. 151-161, 2016.
Kim, J. Y. and Kim, D., “A Study on the method for extracting the purpose-specific customized information from online product reviews based on text mining,” The Journal of Society for e-Business Studies, Vol. 21, No. 2, pp. 151-161, 2017.
Kim, W. G., Lim, H., and Brymer, R. A., “The effectiveness of managing social media on hotel performance,” International Journal of Hospitality Management, Vol. 44, pp. 165-171, 2015.
Kluge, P. N., Königsfeld, J. A., Fassnacht, M., and Mitschke, F.. “Luxury web atmospherics: an examination of homepage design,” International Journal of Retail & Distribution Management, Vol. 41, No. 11/12, pp. 901-916, 2013.
Lee, D., Kim, Y., and Kim, K., “Topic based hierarchical network analysis for entrepreneur using text mining,” The Journal of Society for e-Business Studies, Vol. 23, No. 3, pp. 33-49, 2018.
Lee, K. H., Cin, B. C., and Lee, E. Y., “Environmental responsibility and firm performance: the application of an environmental, social and governance model,” Business Strategy and the Environment, Vol. 25, No. 1, pp. 40-53, 2016.
Lee, S. K., Son, J. S., and Kim, K., “A method for calculating exposure risks of privacy information based on website structures,” Journal of Society for e-Business Studies, Vol. 21, No. 1, pp. 1-14, 2016.
Leporini, B. and Paternò, F., “Applying web usability criteria for vision-impaired users: does it really improve task performance,” International Journal of Human-Computer Interaction, Vol. 24, No. 1, pp. 17-47, 2008.
Li, L., “The effects of trust and shared vision on inward knowledge transfer in subsidiaries’ intra-and inter-organizational relationships,” International Business Review, Vol. 14, No. 1, pp. 77-95, 2005.
Maitland, E., Rose, E. L., and Nicholas, S., “How firms grow: clustering as a dynamic model of internationalization,” Journal of International Business Studies, Vol. 36, No. 4, pp. 435-451, 2005.
Martini, A., Massa, S., and Testa, S., “The inextricable intertwining of the firm, the platform and the customer: the case of a social media platform for innovation,” Empowering Organizations, Vol. 11, pp. 115-131, 2016.
Mishra, K. E., “Help or hype: Symbolic or behavioral communication during Hurricane Katrina,” Public Relations Review, Vol. 32, No. 4, pp. 358-366, 2006.
Moon, N., Opinion Polls: History, Theory and Practice 1st edition Manchester: Manchester University Press, 1999.
Nguyen, N. P., Ngo, L. V., Bucic, T., and Phong, N. D., “Cross-functional knowledge sharing, coordination and firm performance: The role of cross-functional competition,” Industrial Marketing Management, Vol. 71, pp. 123-134, 2017.
Park, S. O., Na, H. J., and Kwon, O., “Comparative effect of company-driven SNS activity vs. consumer-driven SNS activity on firm value: Evidence from Facebook,” Computers in Industry, Vol. 82, pp. 186-195, 2016.
Porter, M. F., “An Algorithm for Suffix Stripping,” Program, Vol. 14, No. 3, pp. 130-137, 1980.
Rosenbaum, H., “The information environment of electronic commerce: information imperatives for the firm,” Journal of Information Science, Vol. 26, No. 3, pp. 161-171, 2000.
Ross, S., “The determinants of financial structure: The incentive signalling approach,” Bell Journal of Economics, Vol. 8, pp. 23-40, 1977.
Rubera, G. and Kirca, A. H., “You gotta serve somebody: the effects of firm innovation on customer satisfaction and firm value,” Journal of the Academy of Marketing Science, Vol. 45, No. 5, pp. 741-761, 2017.
Ruzza, M., Tiozzo, B., Mantovani, C., D’Este, F., and Ravarotto, L., “Designing the information architecture of a complex website: A strategy based on news content and faceted classification,” International Journal of Information Management, Vol. 37, No. 3, pp. 166-176, 2017.
Sengur, Y. and Sengur, F. K., “Airlines define their business models: a content analysis,” World Review of Intermodal Transportation Research, Vol. 6, No. 2, pp. 141-154, 2017.
Servaes, H. and Tamayo, A., “The impact of corporate social responsibility on firm value: The role of customer awareness,” Management Science, Vol. 59, No. 5, pp. 1045-1061, 2013.
Srinivasan, S. and Hanssens, D. M., “Marketing and firm value: Metrics, methods, findings, and future directions,” Journal of Marketing Research, Vol. 46, No. 3, pp. 293-312, 2009.
Stauss, B., Using new media for customer interaction: A challenge for relationship marketing, Relationship Marketing, Springer Berlin Heidelberg, 2000.
Villalonga, B. and Amit, R., “How do family ownership, control and management affect firm value,” Journal of Financial Economics, Vol. 80, No. 2, pp. 385-417, 2006.
Wang, D. H. M., Chen, P. H., Yu, T. H. K., and Hsiao, C. Y., “The effects of corporate social responsibility on brand equity and firm performance,” Journal of Business Research, Vol. 68, No. 11, pp. 2232-2236, 2015.
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