Skip to main content
Fachgebiete
Automobil + Motoren Bauwesen + Immobilien Business IT + Informatik Elektrotechnik + Elektronik Energie + Nachhaltigkeit Finance + Banking Management + Führung Marketing + Vertrieb Maschinenbau + Werkstoffe Versicherung + Risiko
DE
EN
Bücher
Zeitschriften
Themenseiten
Organisationspsychologie Projektmanagement Marketing Smart Manufacturing
Weitere Formate
Podcasts Webinare Technik Webinare Wirtschaft Kongresse Veranstaltungskalender Awards
Jetzt Einzelzugang starten
Zugang für Unternehmen
Referenzkunden
SLX-Digitalkonferenz: Zukunftswerkstatt 2024

Mehr Umsatz mit Top-Kontakten

Am 7. Mai erfahren Sie, wie Vertriebsteams Leadgenerierung, Leadnurturing und Leadstrategien effizient steuern können.
Erweiterte Suche
Anmelden
nach oben
Information Systems Frontiers
Erschienen in: Information Systems Frontiers 6/2019

06.03.2018

Assimilation of Big Data Innovation: Investigating the Roles of IT, Social Media, and Relational Capital

verfasst von: Pratyush Bharati, Abhijit Chaudhury

Erschienen in: Information Systems Frontiers | Ausgabe 6/2019

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In a knowledge-based economy with increasing competition, firms are under pressure to enhance their innovation capability. Social capital theory advances the idea that social capital promotes firm-level innovation. However, little is known about the process by which social capital of a firm translates into innovation outcomes such as implementation of big data initiatives. Little research has been done on what role information technology plays, if any, in this translation process. In this paper, we investigate how relational capital, a form of social capital, in the presence of social media and IT platforms, impacts innovation in the form of assimilation of big data technologies. The direct and indirect effects of the three variables: social media, relational capital and IT platform is studied. Direct effects of the three variables on big data innovation is established. Social media and IT platforms are found to significantly add to the positive relationship between relational capital and big data innovation.
Vorheriger Artikel An AHP-IFT Integrated Model for Performance Evaluation of E-Commerce Web Sites
Nächster Artikel Individual Decision-Performance Using Spatial Decision Support Systems: A Geospatial Reasoning Ability and Perceived Task-Technology Fit Perspective

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Jetzt informieren
Literatur
Abrahams, A. S., Jiao, J., Wang, G. A., & Fan, W. (2012). Vehicle defect discovery from social media. Decision Support Systems, 54(1), 87–97.
Afuah, A. (1998). Innovation management: Strategies, implementation and profits. New York: Oxford University Press.
Agarwal, R., & Dhar, V. (2014). Big data, data science, and analytics: The opportunity and challenge for IS research. Information Systems Research, 25(3), 443–448.
Aral, S., Dellarocas, C., & Godes, D. (2013). Social media and business transformation: A framework for research. Information Systems Research, 24(1), 3–13.
Argote, L., & Miron-Spektor, E. (2011). Organizational learning: From experience to learning. Organization Science, 22(5), 1123–1137.
Argyris, C., & Schon, D. (1978). Organizational learning: A theory of action approach. Reading: Addision Wesley.
Ashurst, C. (2007). Realising benefits from IS/IT: Exploring the practices and competences required to succeed. PhD thesis. Loughborough University.
Baehr, C., & Alex-Brown, K. (2010). Assessing the value of corporate blogs: A social capital perspective. IEEE Transactions on Professional Communication, 53(4), 358–369.
Bartel, A., Casey, I., & Shaw, K. (2007). How does information technology affect productivity? Plant-level comparisons of product innovation, process improvement, and worker skills. Quarterly Journal of Economics, 122(4), 1721–1758.
Basten, D., & Michalik, B. (2015). How knowledge management systems support organizational knowledge creation – An indepth case study. 48th Hawaii international conference on system sciences, 2015.
Bharati, P. (2017). Themed book review: Big data and social media analytics. Interfaces, 47(3).
Bharati, P., Zhang, C., & Chaudhury, A. (2014). Social media assimilation in firms: Investigating the roles of absorptive capacity and institutional pressures. Information Systems Frontiers, 16(2), 257–272.
Bharati, P., Zhang, W., & Chaudhury, A. (2015). Better knowledge with social media? Exploring the roles of social capital and organizational knowledge management. Journal of Knowledge Management, 19(3), 456–475.
Brynjolfsson, E., Hitt, L., & M. (2000). Beyond computation: Information technology, organizational transformation and business performance. Journal of Economic Perspectives, 14(4), 23–48.
Chen, C. L. P., & Zhang, C.-Y. (2014). Data-intensive applications, challenges, techniques and technologies: A survey on big data. Information Sciences, 275, 314–347.
Chin, W. W. (1998) “The partial least squares approach to structural equation modeling”. In G.A. Marcoulides (ed.) Modern Methods for Business Research. Lawrence Erlbaum Associates, Inc. Publishers, 295-336, Mahwah.
Cohen, W. M., & Levinthal, D. A. (1990). Absorptive Capacity: A New Perspective on Learning and Innovation. Administrative Science Quarterly, 35(1), 128–152 Special Issue: Technology, Organizations, and Innovation.
Cross, R. L., Parker, A., & Cross, R. (2004). The hidden power of social networks: Understanding how work really gets done in organization. Boston: Harvard Business Press.
Damanpour, F., & Evan, W. (1984). Organisational innovation and performance: The problem of ‘organisational lag. Administrative Science Quarterly, 29(3), 392–409.
Damanpour, F., & Gopalakrishnan, S. (2001). The dynamics of the adoption of product and process innovations in organizations. Journal of Management Studies, 38(1), 45–65.
Damanpour, F., Walker, R. M., & Avellaneda, C. N. (2009). Combinative effects of innovation types and organizational performance: A longitudinal study of service organizations. Journal of Management Studies, 46(4), 650–672.
De Bondt, R., & Vandekerckhove, J. (2012). Reflections on the relation between competition and innovation. Journal of Industry, Competition and Trade, 12(1), 7–19.
Dess, G. G., & Picken, J. C. (2000). Changing roles: Leadership in the 21st century. Organizational Dynamics, 28(3), 18–34.
Dyer, J., & Singh, H. (1998). The relational view: Cooperative strategy and sources of interorganizational competitive advantage. Academy of Management Review, 23(4), 660–679.
Ettlie, J. E., & Pavlou, P. A. (2006). Technology-based new product development partnerships. Decision Sciences, 37(2), 117–147.
Fichman, R. (1995). The assimilation and diffusion of software process initiative. MIT, Sloan School of Management, Cambridge: PhD Dissertation.
Fichman, R. G. (2001). The role of aggregation in the measurement of IT-related organizational innovation. MIS Quarterly, 25(4), 427–455.
Frambacha, R. T., & Schillewaertb, N. (2002). Organizational innovation adoption: A multi-level framework of determinants and opportunities for future research. Journal of Business Research, 55(2), 163–176.
Gujrati, D. N. (2003). Basic econometrics. New York: McGraw-Hill.
Guttman, L. (1947). On Festinger's evaluation of scale analysis. Psychological Bulletin, 44, 451–465.
Henseler, J., Ringle, C., & Sinkovics, R. (2009). The use of partial least squares path modeling in international marketing. Advances in International Marketing, 20, 277–320.
Inkpen, A. C., & Tsang, E. W. K. (2005). Social capital, networks, and knowledge transfer. Academy of Management Review, 30(1), 146–165.
Karanja, E., & Bhatt, G. D. (2014). The role of IT Investments in Fostering Firm Innovations: An empirical study. Journal of Business and Management, 20(2), 25.
Kim, G.-H., Trimi, S., & Chung, J.-H. (2014). Big-data applications in the government sector. Communications of the ACM, 57(3), 78–85.
Leana, C. R., & Pil, F. K. (2006). Social capital and organizational performance: Evidence from urban public schools. Organization Science, 17(3), 353–366.
Lefouili, Y. (2015). Does competition spur innovation? The case of yardstick competition. Economics Letters, 137, 135–139.
Levy, M. (2009). WEB 2.0 implications on knowledge management. Journal of Knowledge Management, 13(1), 120–134.
Li, Yaojin, (2014) Social capital in sociological research: Conceptual rigor and empirical applications. In Yaojin Li (ed) Social Capital: Handbook of Research Methods and Applications, Edward Elgar Publishing, Northampton, 1–21.
Liang, H., Saraf, N., Hu, Q., & Xue, Y. (2007). Assimilation of Enterprise systems: The effect of institutional pressures and the mediating role of top management. MIS Quarterly, 31(1), 59–87.
Malhotra, A., Gosain, S., & El Sawy, O. A. (2005). Absorptive capability configurations in supply chains: Gearing for partner-enabled market knowledge creation. MIS Quarterly, 29(1), 145–187.
Maurer, I., Bartsch, V., & Ebers, M. (2011). The value of intra-organizational social capital: How it fosters knowledge transfer, innovation, performance and growth. Organization Studies, 32(2), 157–185.
McAfee, A. (2006). Enterprise 2.0: The dawn of emergent collaboration. MIT Sloan Management Review, 47(3), 21–28.
Meyer, J. (2010). Does social software support service innovation? International Journal of the Economics of Business, 17(3), 289–311.
Molina-Morales, X. F., & Martínez-Fernández, M. T. (2010). Social networks: Effects of social capital on firm innovation. Journal of Small Business Management, 48(2), 258–279.
Momoh, A., Roy, R., & Shehab, E. (2010). Challenges in enterprise resource planning implementation: State-of-the-art. Business Process Management Journal, 16(4), 537–565.
Nahapiet, J., & Ghoshal, S. (1998). Social capital, intellectual capital, and the organizational advantage. Academy of Management Review, 23(2), 242–266.
Nonaka, I., & Takeuchi, H. (1998). The knowledge-creating company: How Japanese companies create the dynamics of innovation. New York: Oxford University Press.
Nunnally, J. C., & Berstein, I. H. (1994). Psychometric theory. New York: McGraw-Hill.
Rogers, E. V. (2005). Diffusion of innovations. New York: Free Press.
Sawyer, K. (2007). Group genius: The creative power of collaboration. New York: Basic Books.
Steensma, H. Kevin, (1990) Acquiring technological competencies through inter-organizational collaboration: An organizational learning perspective. Journal of Engineering and Technology Management, (12), 267–286.
Teo, H. H., Wei, K. K., & Benbasat, I. (2003). Predicting intention to adopt inter-organizational linkages: An institutional perspective. MIS Quarterly, 27(1), 19–47.
Tsai, W., & Ghoshal, S. (1998). Social capital and value creation: The role of intrafirm networks. Academy of Management Journal, 41(4), 464–476.
Urbach, N., & Ahlemann, F. (2010). Structural equation modeling in information systems research using partial least squares. Journal of Information Technology, Theory and Application, 11(2), 5–40.
Van Wijk, R., Jansen, J. J. P., & Lyles, M. A. (2008). Inter- and intra-organizational knowledge transfer: A meta-analytic review and assessment of its antecedents and consequences. Journal of Management Studies, 45(4), 830–853.
Wasko, M. M. L., & Faraj, S. (2005). Why should I share? Examining social capital and knowledge contribution in electronic networks of practice. MIS Quarterly, 29(1), 35–57.
Yli-Renko, H., Autio, E., & Sapienza, H. J. (2001). Social capital, knowledge acquisition, and knowledge exploitation in young technology-based firms. Strategic Management Journal, 22, 587–613.
Zahra, S. A., & George, G. (2002). Absorptive capacity: A review, reconceptualization, and extension. Academy of Management Review, 27, 185–203.
Zhu, K., Kraemer, K., & Xu, S. (2003). Electronic business adoption by European firms: Cross-country assessment of the facilitators and inhibitors. European Journal of Information Systems, 12(4), 251–268.
Metadaten
Titel
Assimilation of Big Data Innovation: Investigating the Roles of IT, Social Media, and Relational Capital
verfasst von
Pratyush Bharati
Abhijit Chaudhury
Publikationsdatum
06.03.2018
Verlag
Springer US
Erschienen in
Information Systems Frontiers / Ausgabe 6/2019
Print ISSN: 1387-3326
Elektronische ISSN: 1572-9419
DOI
https://doi.org/10.1007/s10796-018-9839-6

Weitere Artikel der Ausgabe 6/2019

Information Systems Frontiers 6/2019 Zur Ausgabe

OriginalPaper

Levels of EMR Adoption in U.S. Hospitals: An Empirical Examination of Absorptive Capacity, Institutional Pressures, Top Management Beliefs, and Participation

OriginalPaper

Data Governance, Consumer Privacy, and Project Status Reporting: Remembering H. Jeff Smith

OriginalPaper

Fear of Online Consumer Identity Theft: Cross-Country Application and Short Scale Development

OriginalPaper

An AHP-IFT Integrated Model for Performance Evaluation of E-Commerce Web Sites

OriginalPaper

Investigating the Security Divide between SME and Large Companies: How SME Characteristics Influence Organizational IT Security Investments

OriginalPaper

Antecedents and Outcome of Deficient Self-Regulation in Unknown Wireless Networks Use Context: An Exploratory Study

Premium Partner

    Bildnachweise