Business Commons^™

Big Data Analytics Adoption: Determinants And Performances Among Small To Medium-Sized Enterprises, Parisa Maroufkhani, Ming-Lang Tseng, Mohammad Iranmanesh, Wan Khairuzzaman Wan Ismail, Haliyana Khalid

Research outputs 2014 to 2021

© 2020 Elsevier Ltd Big data analytics (BDA) adoption is a game-changer in the current industrial environment for precision decision-making and optimal performance. Nonetheless, the determinants or consequences of its adoption in small and medium enterprises remain unclear, hence the objective of this study. Data analysis of 171 Iranian small and medium manufacturing firms revealed that complexity, uncertainty and insecurity, trialability, observability, top management support, organizational readiness, and external support affect significantly on BDA adoption. The findings confirm the strong impact of BDA adoption in small to medium-sized enterprises, marketing and financial, performance enhancement. Understanding the drivers of BDA adoption …

Putting The Entrepreneur Back Into Entrepreneurial Ecosystems, Andrei Alexander Lux, Flavio Romero Macau, Kerry Brown

Research outputs 2014 to 2021

Purpose

This paper extends entrepreneurial ecosystems theory by testing how aspects of the local business environment affect individual entrepreneurs' ability to translate their personal resources into firm performance.

Design/methodology/approach

Data were collected from 223 business owners across Australia. Moderation hypotheses were tested using multiple hierarchical regression and confirmed with the Preacher and Hayes (2004) bootstrapping method.

Findings

The results show that business owners' psychological capital, social capital and entrepreneurial education directly affect their individual firm performance. These positive relations are moderated by specific aspects of the business environment, such that they are stronger when the environment is more favorable.

Originality/value …

Understanding Early-Stage Firm Performance: The Explanatory Role Of Individual And Firm Level Factors, Pi-Shen Seet, Noel Lindsay, Fredric Kropp

Research outputs 2014 to 2021

Purpose:

This study presents and validates a theoretical model linking individual characteristics of the founding or lead innovative entrepreneur of a start-up venture – the entrepreneur’s values, entrepreneurial attitudes and entrepreneurial self-efficacy – to the firm’s entrepreneurial orientation (EO) and market orientation (MO) and, ultimately, to firm performance.

Design/methodology/approach:

We conducted a survey on a stratified random sample of founders of early-stage South Australian micro- and small enterprises with a response rate of 24% (N 5 204). Structural equation modelling was used to evaluate the model.

Findings:

The study found that there is a significant relationship between the individual lead …