Preliminary Analysis of Data Mining Adoption in Italian SMEs Using PLS-SEM Method (CROSBI ID 719902)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Pejić Bach, Mirjana ; Topalović, Amir ; Jajić, Ivan
engleski
Preliminary Analysis of Data Mining Adoption in Italian SMEs Using PLS-SEM Method
Data mining has become the omnipresent requirement in the business environment of abundant data. At the beginning of data mining development, the one- solution approach was mostly used. In the last 20 years, mostly due to the development of various educational programs and the availability of open- source software, data mining has evolved into a mature-leveled software solution that does not necessarily require high-level expertise since numerous prototype solutions have emerged. Small and medium enterprises (SMEs) are still lagging behind large companies in data mining implementation, which raises the question of the determinants of data mining adoption. This paper aims to test the preliminary model of data mining adoption using the Technology-Organization- Environment framework. The survey on the sample of Italian SMEs was conducted to test the model, and the collected company data was analyzed using the PLS-SEM approach.
data mining, adoption, SMEs, TOE framework, PLS-SEM
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Podaci o prilogu
1209-1214.
2022.
objavljeno
10.23919/MIPRO55190.2022.9803779
Podaci o matičnoj publikaciji
2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)
Skala, Karolj
Rijeka: Croatian Society for Information, Communication and Electronic Technology - MIPRO
978-953-233-103-5
2623-8764
Podaci o skupu
MIPRO 2022
predavanje
23.05.2022-27.05.2022
Opatija, Hrvatska
Povezanost rada
Ekonomija, Informacijske i komunikacijske znanosti