This research examines the moderating effect of family ownership over the relationship between board independence and earnings management. Using information of industrial companies indexed on Amman Stock Exchange, this research provides evidence of negative relationship between board independence and earnings management, proposing that higher percentage of board independence is related with more effective monitoring to reduce earnings management. Moreover, the results document that the relationship between board independence and earnings management becomes weak when there is an interaction with family ownership control. These outcomes indicate that an increase in the percentage of independent directors to mitigate earnings management is less likely to be influential in the case of family controlled firms. The results of this research could be valuable to regulators in their efforts to restrict the incidence of earnings management and improve the quality of monitoring mechanisms, especially in an environment where the capital market is still evolving and the legal protection and law enforcement are weak.

The current study offers empirical evidence on the way the family ownership moderates the association that exists between the financial experience of the audit committee and earnings management based on a sample of 44 manufacturing firms that are registered with the Amman Stock Exchange (ASE) from 2012 to 2016. From the results of the study, there is a significant negative association between the financial experience of the audit committee and earnings management. In addition, the study shows a positive interaction of the financial experience of the audit committee and the family ownership on earnings management. This indicates that an increase in the percentage of audit committee members having financial expertise, in order to restrict earnings management, is less likely to be influential in the case of family controlled firms. These results have implications for policy makers and regulatory bodies in Jordan since they highlight the need to improve the good corporate governance practices and attempt to constrain the incidence of earnings management in Jordanian firms.

The moderating role of influencer endorsement and perceived monetary benefits on the relationship between perceived risk and financial artificial intelligence services was explored in this study. Data were obtained through questionnaires distributed to 200 respondents who were selected using a purposive sampling method. The respondents were customers receiving financial artificial intelligence services in Jordan. Analysis was performed using a structural equation modeling approach run by Smart-partial least squares (PLS) 3.2.9 involving data from 138 returned questionnaires. The results show a negative impact of perceived risk on financial artificial intelligence services, and a moderation effect of influencer endorsement and perceived monetary benefits on the relationship between perceived risk and financial artificial intelligence services. The findings can assist companies in their strategies of decreasing perceived risks that individuals could be encouraged to utilize business intelligence applications, for instance, financial technology services.

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