This study aims to investigate the effect of governance in strengthening the organizational immunity in the Greater Madaba municipality. The study includes two variables, an independent variable, governance and four dimensions including organizational justice, accountability, sustainability, and transparency, and the dependent variable is organizational immunity. The researcher designed a questionnaire consisting of (30) items that included the independent variables, organizational justice, accountability, sustainability, and transparency, and the dependent variable, organizational immunity, and it was distributed to employees of the Greater Madaba municipality, where the researcher used the random sample method, as the size of the study population reached (210) employees. The study used a sample size of 136. The study found a set of results, including the level of both organizational immunity and governance in Greater Madaba municipality, was high, according to the viewpoint of the sample members, and the existence of a statistically significant impact at the level of significance (α ≤ 5%) of governance with its combined dimensions, organizational justice, accountability, sustainability, and transparency, on the organizational immunity in the Greater Madaba municipality. Likewise, the absence of a statistically significant impact at the level of significance (α ≤ 5%) for sustainability was one of the governance dimensions in organizational immunity in Greater Madaba, and there was no effect of transparency on regulatory immunity. The study recommends that the Municipality of Madaba focus on providing programs to develop employees and involve them in training courses in institutes, specialized centers, and universities and pay attention to sustainability and transparency.

This study tracks how artificial intelligence is being embedded in administrative work and the legal challenges that follow. Using 528 Web of Science Core Collection records from 2021–2025, this study combines descriptive bibliometrics with VOSviewer science mapping to analyse outlets, themes, citations, and international collaboration. Four interlocking themes dominate: governance, regulation, and accountability; privacy, security, and data-centric risk; technical and organisational enablers; and ethical and legal anchors. This field is internationalized, as evidenced by collaboration networks, with the United States and England serving as primary brokers. The study theoretically develops a socio-technical view of value that connects model performance to institutional practice and human-AI collaboration, as well as governance-by-design and a data-centric account of risk linked to purpose and lifetime. In practical terms, it distills an adoption blueprint that institutionalized risk-proportionate assurance, professionalizes operations, designs for contestability and understandable explanations, and sees privacy as continuous. The limitations of the evidence base and the research objectives for comparative, outcome-focused studies are discussed in the conclusion of the study.

This paper addresses the conceptual exploration of various issues that form an integral part of the ethical dimensions surrounding the use of artificial intelligence (AI) in the field of marketing. We critically review some of the main ethical challenges AI poses to humanity: privacy, data security, bias, transparency, and accountability. Therefore, we will discuss the delicate balance between exploiting the transformation potential of AI for personally designed marketing strategies and ethical imperatives to safeguard the rights of consumers to retain trust. Then, the present regulatory landscape responding to these ethical challenges will be assessed by building on effective regulation, like the GDPR, existing proposed legislative frameworks, and industry guidelines. To underscore the role of an ongoing dialogue between marketers, technologists, ethicists, and regulators for developing a responsible AI ecosystem in marketing. Further, strategic recommendations for implementing company-based ethical AI marketing practices. The further strong guidelines provide enhancement transparency to consumers and investment in research to remove biases from algorithms. It also underscores principal scopes of further research and development, focusing on the need for new-age solutions to guide the ethical quagmires that AI-led marketing throws up. We suggest that integration should be done proactively and collaboratively. Thus, if attention is paid more to ethics and multidisciplinary dialogue, only such hyperbolic promises can be realized by AI-driven marketing. There are promises through which AI-driven marketing will meet business goals and be huge at societies' values.

One of the features of democratic political systems is the accountability against their own performances. Media, one of the powerful elements of civil society and effectual on public thought, plays an important role in making the government responsive. To achieve this goal, the present study tries to investigate the effect of media on the improvement of the accountability level of the government agencies. The statistical society of this research includes all male students of Azad Ghaemshahr University where 320 students were selected through purposive sampling method based on Kerjesy and Morgan table. Applied research method is used in this survey. A researcher-made questionnaire was used to collect the required data. In order to validate the instrument, appropriate questions related to each variable were extracted from valid sources and finally approved by authorities. In order to calculate the reliability of the questionnaire, Cronbach’s alpha was calculated to be 89. Since the distribution of the data was normal, parametric statistical tests were used to testify the hypotheses. The findings of the study show that the media could be effective in terms of making public organizations responsive, through leading and training the public, unifying demands, and monitoring and broadcasting. However, the findings reveal that if the media were free and independent, they would better perform their responsibilities. Finally, the study at hand concludes that in comparison to other media, television is much more powerful in terms of pushing the public sector to be responsive.

Accountability is instrumental for ensuring that a trusting relationship exists between shareholders and management of corporations in order that there will be enhanced investor confidence. Towards this end, corporate governance measures are instituted to make the executives or management of business organizations accountable for their stewardships of the organizational resources or shareholders’ investments. It is against that backdrop that the Securities and Exchange Commission in Ghana has also developed a code on best practices on corporate governance. However, the extent to which the provisions in the code are consistent with the theoretical and empirical literature is unknown. This paper, therefore, sought to explore whether or not gaps exist between the corporate governance policy and practices in Ghana and extant literature. This paper achieves this by examining characteristics of the board as they exist in Ghana in relations to the literature. The characteristics examined in this paper include responsibilities, optimal size, independence, board composition, and audit and compensation committees of boards. Recommendations are made based on the literature to address gaps that exist.