The Determinants of Business Analytics Adoption: Does One-Size Fit All?

Yazarlar

  • Nazlı Bayram Central Bank of the Republic of Turkey, Ankara, Turkey
  • Melek Akın Ateş Sabanci University, Sabanci Business School, Istanbul, Turkey

Anahtar Kelimeler:

Business analytics- Contingency theory- IS adoption

Özet

Purpose – This paper aims to improve the understanding about business analytics (BA) adoption by utilizing a contingency perspective examining the interplay between individual-, system-, and organizational-level determinants through the combined theoretical lenses of technology acceptance model (TAM) and IS quality model. Design/methodology/approach – Data was collected by means of a survey conducted among BA tools users working in a variety of industries in Turkey and 91 responses were obtained. The moderating effect of an organizational level contingency – analytical decision-making culture (ADMC) – on the relationships between individual- and system-level factors was tested via the partial least squares (PLS) method. Findings – The results provide strong support for the moderating effect of an organizational-level contingency – analytical decision-making culture (ADMC). More specifically, we find that in low ADMC environments, information quality improves perceived usefulness whereas performance quality and interaction quality improve perceived ease-of-use. Surprisingly, in high ADMC environments information quality does not have an effect on perceived usefulness or perceived ease-of-use, whereas performance quality improves perceived usefulness and interaction quality improves both perceived usefulness and perceived ease-of-use. Discussion – This study is one of the few to examine the increasingly popular BA adoption issue in a developing country context. The findings illustrate to both managers and BA system providers that under different organizational cultures, users’ needs and perceptions vary; therefore different BA system quality characteristics should be emphasized for successful implementation.

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Yayınlanmış

13-06-2021

Nasıl Atıf Yapılır

Bayram, N., & Akın Ateş, M. (2021). The Determinants of Business Analytics Adoption: Does One-Size Fit All?. İşletme Araştırmaları Dergisi, 12(1), 583–598. Geliş tarihi gönderen https://isarder.org/index.php/isarder/article/view/1032

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