Skip to main content

2017 | OriginalPaper | Buchkapitel

Implementation of a Text Analysis Tool: Exploring Requirements, Success Factors and Model Fit

verfasst von : Giorgio Ghezzi, Stephan Schlögl, Reinhard Bernsteiner

Erschienen in: Knowledge Management in Organizations

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

This paper reports on lessons learned from implementing a text analysis tool in an industrial setting. We conducted two rounds of focus group interviews — one pre- and a second one post-implementation — and extended our analysis by a survey undertaken one month after the tool had gone live. This methodology let us explore and compare the suitability of three different technology acceptance models. Findings show that the Technology Acceptance Model (TAM) fits as a general mathematical approach describing our tool’s acceptance, whereas the Hospitality Metaphor (HM) produces slightly more precise analytical results, explaining its adoption from a more holistic point of view. Finally, we found that the hybrid approach emphasized by the Unified Theory of Acceptance and Use of Technology (UTAUT) showed the most reliable and trustful results, as it combines both human and business/technology aspects.

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!

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!

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!

Literatur
1.
Zurück zum Zitat Abugabah, A., Sanzogni, L.: Enterprise resource planning (ERP) system in higher education: a literature review and implications. Int. J. Hum. Soc. Sci. 5(6), 395–399 (2010) Abugabah, A., Sanzogni, L.: Enterprise resource planning (ERP) system in higher education: a literature review and implications. Int. J. Hum. Soc. Sci. 5(6), 395–399 (2010)
2.
Zurück zum Zitat Castaneda, D., Toulson, P.: The value of human resources measurement in intellectual capital and knowledge sharing. Electron. J. Knowl. Manag. 11(3), 226–234 (2013) Castaneda, D., Toulson, P.: The value of human resources measurement in intellectual capital and knowledge sharing. Electron. J. Knowl. Manag. 11(3), 226–234 (2013)
3.
Zurück zum Zitat Ciborra, C.: Hospitality and IT. In: Proceedings of the 22nd Information Systems Research Seminar in Scandinavia, Käkölä, Finland, pp. 176–182 (1999) Ciborra, C.: Hospitality and IT. In: Proceedings of the 22nd Information Systems Research Seminar in Scandinavia, Käkölä, Finland, pp. 176–182 (1999)
4.
Zurück zum Zitat Ciborra, C.: The Labyrinths of Information: Challenging the Wisdom of System. Oxford Press, New York (2002) Ciborra, C.: The Labyrinths of Information: Challenging the Wisdom of System. Oxford Press, New York (2002)
5.
Zurück zum Zitat Coleman, E.: Hospitality and mood: Ciborra’s hospitality metaphor as a theoretical lens for IS innovation. In: Southern African Institute for Computer Scientist and Information Technologists Annual Conference, Centurion, South Africa, pp. 176–182 (2014) Coleman, E.: Hospitality and mood: Ciborra’s hospitality metaphor as a theoretical lens for IS innovation. In: Southern African Institute for Computer Scientist and Information Technologists Annual Conference, Centurion, South Africa, pp. 176–182 (2014)
6.
Zurück zum Zitat Davis, F.D., Bagozzi, R.P., Warshaw, P.R.: User acceptance of computer technology: a comparison of two theoretical models. Manage. Sci. 35, 982–1003 (1989)CrossRef Davis, F.D., Bagozzi, R.P., Warshaw, P.R.: User acceptance of computer technology: a comparison of two theoretical models. Manage. Sci. 35, 982–1003 (1989)CrossRef
7.
Zurück zum Zitat Erasmus, E., Rothmann, S., Van Eeden, C.: A structural model of technology acceptance. SA J. Ind. Psychol. 41(1), 1–12 (2015)CrossRef Erasmus, E., Rothmann, S., Van Eeden, C.: A structural model of technology acceptance. SA J. Ind. Psychol. 41(1), 1–12 (2015)CrossRef
8.
Zurück zum Zitat Fetzner, M.A.D.M., Freitas, H.: Business intelligence (BI) implementation from the perspective of individual change. JISTEM J. Inf. Syst. Technol. Manag. 8(1), 25–50 (2011) Fetzner, M.A.D.M., Freitas, H.: Business intelligence (BI) implementation from the perspective of individual change. JISTEM J. Inf. Syst. Technol. Manag. 8(1), 25–50 (2011)
9.
Zurück zum Zitat Hani, N., Abai, Z., Deraman, A.: Incorporating business intelligence and analytics into performance management for the public sector. In: Proceedings of the 5th International Conference on Electrical Engineering and Informatics, Bali, Indonesia, pp. 484–489 (2015) Hani, N., Abai, Z., Deraman, A.: Incorporating business intelligence and analytics into performance management for the public sector. In: Proceedings of the 5th International Conference on Electrical Engineering and Informatics, Bali, Indonesia, pp. 484–489 (2015)
10.
Zurück zum Zitat Lee, Y., Kozar, K.A., Larsen, K.R.T.: The technology acceptance model: Past, present, and future. Commun. Assoc. Inf. Syst. 12(1), 752–780 (2003) Lee, Y., Kozar, K.A., Larsen, K.R.T.: The technology acceptance model: Past, present, and future. Commun. Assoc. Inf. Syst. 12(1), 752–780 (2003)
11.
Zurück zum Zitat Lim, E.-P., Chen, H., Chen, G.: Business intelligence and analytics: research directions. ACM Trans. Manag. Inf. Syst. 3(4), 1–10 (2013)CrossRef Lim, E.-P., Chen, H., Chen, G.: Business intelligence and analytics: research directions. ACM Trans. Manag. Inf. Syst. 3(4), 1–10 (2013)CrossRef
12.
Zurück zum Zitat Saccol, A.Z., Reinhard, N.: The hospitality metaphor as a theoretical lens for understanding the ICT adoption process. J. Inf. Technol. 21(3), 154–164 (2006)CrossRef Saccol, A.Z., Reinhard, N.: The hospitality metaphor as a theoretical lens for understanding the ICT adoption process. J. Inf. Technol. 21(3), 154–164 (2006)CrossRef
13.
Zurück zum Zitat Schurink, W., Beyleveld, A.: The social construction of systems applications products (SAP) R/3 by employees of a South African chemical industries company. SA J. Hum. Resour. Manag. 3(1), 22–33 (2005) Schurink, W., Beyleveld, A.: The social construction of systems applications products (SAP) R/3 by employees of a South African chemical industries company. SA J. Hum. Resour. Manag. 3(1), 22–33 (2005)
14.
Zurück zum Zitat Soh, C., Kien, S.S., Tay-Yap, J.: Enterprise resource planning: cultural fits and misfit: is ERP a universal solution? Commun. ACM 43(4), 47–51 (2000)CrossRef Soh, C., Kien, S.S., Tay-Yap, J.: Enterprise resource planning: cultural fits and misfit: is ERP a universal solution? Commun. ACM 43(4), 47–51 (2000)CrossRef
15.
Zurück zum Zitat Taiwo, A.A., Downe, A.G.: The theory of user acceptance and use of technology (UTAUT): a meta-analytic review of empirical findings. J. Theor. Appl. Inf. Technol. 49(1), 48–58 (2013) Taiwo, A.A., Downe, A.G.: The theory of user acceptance and use of technology (UTAUT): a meta-analytic review of empirical findings. J. Theor. Appl. Inf. Technol. 49(1), 48–58 (2013)
16.
Zurück zum Zitat Taylor, S., Todd, P.A.: Understanding information technology usage: a test of competing models. Inf. Syst. Res. 6(2), 144–176 (2001)CrossRef Taylor, S., Todd, P.A.: Understanding information technology usage: a test of competing models. Inf. Syst. Res. 6(2), 144–176 (2001)CrossRef
17.
Zurück zum Zitat Turner, D., Chung, S.H.: Technological factors relevant to continuity on ERP for E-business platform: Integration, modularity, and flexibility. J. Internet Commer. 4(4), 119–132 (2005)CrossRef Turner, D., Chung, S.H.: Technological factors relevant to continuity on ERP for E-business platform: Integration, modularity, and flexibility. J. Internet Commer. 4(4), 119–132 (2005)CrossRef
18.
Zurück zum Zitat Umble, E.J., Haft, R.R., Umble, M.M.: Enterprise resource planning: implementation procedures and critical success factors. Eur. J. Oper. Res. 146, 241–257 (2003)CrossRef Umble, E.J., Haft, R.R., Umble, M.M.: Enterprise resource planning: implementation procedures and critical success factors. Eur. J. Oper. Res. 146, 241–257 (2003)CrossRef
19.
Zurück zum Zitat Venkatesh, V., Morris, M.G., Davis, G.B., Davis, F.D.: User acceptance of information technology: toward a unified view. MIS Q. 27(3), 425–478 (2003) Venkatesh, V., Morris, M.G., Davis, G.B., Davis, F.D.: User acceptance of information technology: toward a unified view. MIS Q. 27(3), 425–478 (2003)
20.
Zurück zum Zitat Yeoh, W., Koronios, A.: Critical success factors for business intelligence systems. J. Comput. Inf. Syst. 50(3), 23–32 (2010) Yeoh, W., Koronios, A.: Critical success factors for business intelligence systems. J. Comput. Inf. Syst. 50(3), 23–32 (2010)
Metadaten
Titel
Implementation of a Text Analysis Tool: Exploring Requirements, Success Factors and Model Fit
verfasst von
Giorgio Ghezzi
Stephan Schlögl
Reinhard Bernsteiner
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-62698-7_26

Premium Partner