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Individuals can improve their task performance by using information and communications technology (ICT). However, individuals who use ICT may also suffer from negative outcomes, such as burnout and anxiety, which lead to poorer performance and well-being. While researchers have studied the positive outcomes of ICT use in the aggregate, the same has not been done for negative outcomes.

This study uses a meta-analysis of 52 studies to examine the relationship between ICT use and negative outcomes, and the influence of job autonomy on ICT use and the negative outcomes of ICT use. Job autonomy is relevant because a higher level of job autonomy allows individuals to decide how, how often and when they will use ICT that is causing negative outcomes for their work.

The results of the meta-analysis revealed that ICT use increased negative job outcomes and that, unexpectedly, autonomy exacerbated this effect.

The results of this study point to the prevalence of negative outcomes from ICT use among individuals. Researchers should study how users may potentially restrict the value that organizations may be able to obtain from the implementation of new systems, especially whether individual-level negative outcomes could coalesce into a collective resistance. There also needs to be further research into the motivating and inhibiting roles of autonomy in enhancing ICT use, while mitigating its negative impacts simultaneously.

The study provides an aggregate analysis of the negative impacts of ICT use among individuals and the role of autonomy in the relationship.

There is a growing awareness in today's organizations of the gap between existing digital technologies and those arising from digital innovation that contribute to reducing work exhaustion. However, no comprehensive framework has been proposed for the importance of adopting digital innovation in reducing work exhaustion. The purpose of this paper is to provide a holistic view by proposing a model for the importance of adopting digital innovation technologies and their role in reducing work exhaustion in Iraq as a developing country, and the model was proposed based on the theory of technology-organization-environment and diffusion of innovation.

To collect data, an electronic questionnaire was designed for a survey conducted on 183 Iraqi firms in the industrial sector. For data analysis, the structured equation model was used through the (AMOS. 26) program.

The results revealed the importance and significance of the study model in adopting the cloud of things (CoT) as one of the techniques of digital innovation in reducing work exhaustion.

The authors can conclude that the adoption of the CoT in small and medium enterprises (SMEs) can have a positive impact on the performance of the employees. The adoption of the CoT may provide SME managers with an opportunity to effectively manage various roles and responsibilities. While there were many limitations that this study faced, the authors focused on one type of digital innovation dynamics, which is the CoT, as they must focus on other technologies.

To the best of the authors’ knowledge, this study is one of the first studies in Iraq as a developing country that explains how emerging digital innovation can be leveraged to create innovative digital products and services as a CoT technology and subsequently lead to the reduction of work exhaustion. It also fills the literature gaps related to adoption factors of digital innovation and their role in reducing work exhaustion.