Big data (BD) analytics has been increasingly gaining attraction in both practice and theory in light of its opportunities, barriers and expected benefits. In particular, emerging economics view big data analytics as having great importance despite the fact that it has been in a constant struggle with the barriers that prevent its adoption. Thus, this study primarily attempted to determine the drivers of big data analytics in the context of a developing economy, Jordan. The study examined the influence of technological, organizational and environmental factors on big data adoption in the Jordanian SMEs context, using PLS-SEM for the analysis. The empirical results revealed that the relative advantage, complexity, security, top management support, organizational readiness and government support influence the adoption of BD, whilst pressure of competition and compatibility appeared to be of insignificant influence. The findings are expected to contribute to enterprise management and strategic use of data analytics in the present dynamic market environment, for both researcher and practitioner circles concerned with the adoption of big data in developing countries.

In the literature, studies have evidenced the efforts adopted by firms to develop digital technology with the hope of achieving sustainable decisions and competitive performance. However, studies have yet to provide an extensive explanation of the mechanisms used by firms in their digital technology adoption to impact and enhance value, particularly among small and medium enterprises (SMEs). In this regard, accounting information has served as a fundamental basis for business decision-making and the extensive use of digital technology has paved the way for the efficiency and effectiveness of accounting functions in modifying information relating to such functions. More specifically, a digital accounting system (DAS) enables the reporting and processing of large transaction amounts and generates the data required for analysis. However, despite these advantages, SMEs have been slow in their adoption and usage of DASs. Accordingly, this study drew upon resource-based view theory and the technology-organization-environment framework to propose an integrated model for examining the determinants and impact of using DAS among SMEs. The proposed model encapsulates the use and performance aspect of DAS. The study utilized a self-administered survey questionnaire as the primary data collection instrument. Data from 183 SMEs in Jordan were analyzed using partial least squares-structural equation modeling. The findings reveal that compatibility, organizational readiness, top management support and government support all had significant effects on DAS usage, which, in turn, had a positive and significant effect on DAS performance. With regard to the moderating effects, COVID-19 was found to have a moderating role on the DAS usage–DAS performance relationship. The study findings explain the way firms can enhance their DAS use to obtain optimum performance, thereby contributing to the literature on the antecedents and effects of using current information technology/information systems. The study recommends that the government of Jordan prepare and carry out a campaign concerning the importance of DASs for SMEs.

Businesses need accounting information to support their decision-making. In this regard, the extensive use of Information Technology (IT) has enhanced the effectiveness and efficiency of accounting functions that support accounting-related information. Specifically, an enterprise resource planning (ERP) system ensures reporting accuracy, large amounts of transaction processing, and the generation of reports for analysis. Regardless of the numerous benefits that an ERP system provides, small and medium-sized enterprises (SMEs) have yet to catch up with their system usage. Hence, this study draws upon the technology-organisation-environment (TOE) framework to propose an integrated model that includes diffusion of innovation (DOI), institutional factors, and TOE to examine ERP adoption antecedents in the context of SMEs in Jordan. A mixed method is applied in this work, and it uses a self-administered questionnaire survey as the main data collection instrument along with interviews. Quantitative data are obtained from 102 respondents through the questionnaire, after which the research model is validated using SMEs in Jordan. The survey results show that relative advantage, top management support, organisational readiness, training, competitive pressure, government support compatibility, and service provider support significantly influence ERP adoption among the SMEs. The findings are expected to shed light on the way SMEs can enhance their ERP adoption for optimum performance, as well as extend the literature dedicated to the antecedents of information system, IT adoption, and their impact.

This study examines the extent to which the characteristics of the audit committee chair enhance the quality of financial reports and reduce the possibility for companies to receive a modified audit opinion (MAO) from an external auditor. We apply logistic regression to investigate the influence of Audit Committee Chair (ACC) characteristics on the FRQ (FRQ), for a sample of 460 firm-year observations (service and industrial company listed) on the Amman stock exchange for the years 2017–2020. This study uses the MAO as a proxy for Financial Reporting Quality (FRQ). The results of this study confirmed that the characteristics of the chair of the audit committee have significant and clear impacts on the quality and efficiency of financial reports, which is in line with previous studies that have addressed this topic. The results also indicated that researchers, academics, regulators, and policymakers should not look just at the characteristics of audit committees as a whole, given that audit committee chairs have effects on financial reports. This study presents its contribution through experimental demonstration of the characteristics of the chair of the audit committee and how these affect the financial reports of companies. It also provides a guide for benefits for working to provide a basis for organizational procedures, especially those related to the impact on corporate boards and internal and external auditing.

In response to concerns about environmental issues and the role of manufacturing corporations in maintaining eco-efficiency, this study aimed to investigate the moderating role of digitally supported environmental management accounting (EMA) in the relationship between eco-efficiency and corporate sustainability performance. A quantitative approach was applied by using a survey distributed to a sample consisting of 77 individuals from senior and executive financial and operational positions in large Saudi manufacturing corporations. The findings of the linear regression analysis revealed that there is an insignificant direct relationship between eco-efficiency and corporate sustainability performance, while there is a significant moderating impact of EMA on the linkage between eco-efficiency and corporate environmental sustainability, and this significant moderating impact also applied to the linkage between digital applications and corporate environmental sustainability. This study provides good insights into the domain of environmental sustainability performance on the business scale in the Saudi context as an emerging economy, as it could be considered an innovative contribution to theoretical and practical aspects in the recent green issue adoption context; theoretically, it provides additional evidence of the role of digital EMA in improving environmental sustainability performance, and practically, the study findings can be beneficial for strategy and policymakers in corporations and regulators of environmental sustainability performance.