The effect of big data in transforming to learning organization a single-case study in IT sector


Başak S., Kılınç İ., Ünal A.

VINE Journal of Information and Knowledge Management Systems, cilt.54, sa.3, ss.510-530, 2024 (ESCI) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 54 Sayı: 3
  • Basım Tarihi: 2024
  • Doi Numarası: 10.1108/vjikms-07-2021-0134
  • Dergi Adı: VINE Journal of Information and Knowledge Management Systems
  • Derginin Tarandığı İndeksler: Emerging Sources Citation Index (ESCI), Scopus, FRANCIS, ABI/INFORM, Aerospace Database, Communication Abstracts, Compendex, INSPEC, Library and Information Science Abstracts, Library, Information Science & Technology Abstracts (LISTA), Metadex, vLex, Civil Engineering Abstracts
  • Sayfa Sayıları: ss.510-530
  • Anahtar Kelimeler: Big data, IT firm, Learning organization, Organizational learning
  • İstanbul Gelişim Üniversitesi Adresli: Hayır

Özet

Purpose: The purpose of this paper is to examine the contribution of big data in the transforming process of an IT firm to a learning organization. Design/methodology/approach: The authors adopted a qualitative research approach to define and interpret the ideas and experiences of the IT firms’ employees and to present them to the readers directly. For this purpose, they followed a single-case study design. They researched on a small and medium enterprise operating in the IT sector in Düzce province, Turkey. This paper used a semi-structured interview and document analysis as data collecting methods. In all, eight interviews were conducted with employees. Brochures and website of the organization were used as data sources for the document analysis. Findings: As a result of in-depth interviews and document analysis, the authors formed five main themes that describe perception of big data and learning organization concepts, methods and practices adopted in transforming process, usage areas of big data in organization and how the sample organization uses big data as a learning organization. The findings of this paper show that the sample organization is a learning IT firm that has used big data in transforming to learning organization and in maintaining the learning culture. Research limitations/implications: The findings contribute to literature as it is one of the first studies that examine the influence of big data on the transformation process of an IT firm to a learning organization. The findings reveal that IT firms benefit from the solutions of big data while learning. However, as the design of the research is single-case study, the findings may be specific to the sample organization. Future studies are required that examine the subject in different samples and by different research designs. Originality/value: In literature, research on how IT firms’ managers and employees use big data in organizational learning process is limited. The authors expect that this paper will shed light on future research that examines the effect of big data on the learning process of the organization.