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The purpose of this paper is to review the extent and the manner in which internet governance systems could and do engage with the problems of potential and actual corruption.

A review of internet multistakeholder systems and their compatibility with global best practice in countering corruption.

The multistakeholder systems contain systemic weaknesses, exposing them to risks of corruption and capture that would be very difficult to identify and eradicate.

A number of opportunities are identified to improve resilience of internet multistakeholder systems against the dangers of capture and corruption.

There is no research published on this topic.

This study advances a reconceptualization of data and information which overcomes normative understandings often contained in data policies at national and international levels. This study aims to propose a conceptual framework that moves beyond subject- and collective-centric normative understandings.

To do so, this study discusses the European Union (EU) and China’s approaches to data-driven technologies highlighting their similarities and differences when it comes to the vision underpinning how tech innovation is shaped.

Regardless of the different attention to the subject (the EU) and the collective (China), the normative understandings of technology by both actors remain trapped into a positivist approach that overlooks all that is not and cannot be turned into data, thus hindering the elaboration of a more holistic ecological thinking merging humans and technologies.

Revising the philosophical and political debate on data and data-driven technologies, a third way is elaborated, i.e. federated data as commons. This third way puts the subject as part by default of a collective at the centre of discussion. This framing can serve as the basis for elaborating sociotechnical alternatives when it comes to define and regulate the mash-up of humans and technology.

Criteria of skills and their schemata have evolved out of historical social practices. Interpretation of social events is guided and constrained by the prevailing rationality which itself reflects the dominant constellation of power. Hence, some argued that informal provision of skills delivery is the base of business growth. Upon the success of informal provision, institutional counterpart unethically grabs the market, kicking off the earlier. Evidences arguably confirmed that the institutional provision of skills delivery contributes to rapid business growth. Business growth is indeed important but not at the cost of exploitation of ethics which is the central focus of this study.

Given the differentiated nature of research questions, multiple techniques are used to collect the data. However, this research adopts the norms of qualitative methods. Both secondary and primary data are used. While secondary data are collected through document reviews, primary data are collected via interviews. In total, 12 industries are sampled and equally distributed into two sectors (manufacturing and services).

Findings show that the professional positions in the manufacturing industries at their inception phase were occupied by non-university graduates who received neither informal trainings nor on-the-job trainings. Over the time, university graduates started capturing the market. This has forced the non-university graduates to accrue a diploma from the universities in order to retain. Those who failed to obtain a university diploma are compelled to leave the sector. In fact, professional positions in service industries at the inception phase were mainly occupied by the university graduates who did not study the relevant subjects from the universities but received training from the informal provision. Later, universities started offering these programmes.

A few studies have been published in the area of manufacturing industries especially on garments sector. None covers the paradigm transformation of skills (human capital theory) in garments. The authors also failed to locate a comparative study that maps the contribution of different provisions of skills providers and their paradigm transformations occurred within manufacturing and service industries. Therefore, this project explores the contribution of informal and institutional provisions of skills delivery for the inception and growth of industries by comparing between manufacturing and service industries.

The purpose of this article is to provide an overview of key issues and concepts related to discussions of the internet, its governance, and its multi-stakeholder model.

The method adopted is to discuss definitions of internet, to identify the key characteristics of internet, to define the multi-stakeholder approach, and to discuss the results it has achieved.

The article finds that the internet is different from other networks, albeit not exactly in the ways that are commonly mentioned, and it finds that the internet's current governance mechanisms can be improved, in particular by increasing the role of more traditional governance mechanisms such as intergovernmental organizations.

The analysis and conclusions are not found in previous literature, and they are meant to provoke further research and discussion.