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The purpose of this paper is to interpret current global events to extrapolate the issues of twenty-first century for consideration by African mining policy and decision-makers.

The high-level mining issues are identified to assess what lies ahead for the twenty-first century. Some of these require innovation, called beacons for twenty-first-century mining in this paper, so that decision-makers can consider policy instruments and management strategies to craft a more desirable future for governments and companies, without affecting other stakeholders negatively.

It is proposed that African mining should consider three cross-cutting elements as subsets for the existing policy themes and management decisions, namely, broad benefit, mine sustainability and business improvement. Digital technologies have the potential to significantly support the three elements for fast-tracking Africa’s sustainable economic development.

Although the findings can be applied to most of the developing world, the focus of this paper is on the African mining industry.

Practical considerations for policymakers in Africa.

This paper includes novel/original policy considerations that have the potential to become cross-cutting elements for the existing policy themes of the Africa Mining Vision.

The purpose of this paper is to advocate for and provide guidance for the development of a code of ethical conduct surrounding online privacy policies, including those concerning data mining. The hope is that this research generates thoughtful discussion on the issue of how to make data mining more effective for the business stakeholder while at the same time making it a process done in an ethical way that remains effective for the consumer. The recognition of the privacy rights of data mining subjects is paramount within this discussion.

The authors derive foundational principles for ethical data mining. First, philosophical literature on moral principles is used as the theoretical foundation. Then, using existing frameworks, including legislation and regulations from a range of jurisdictions, a compilation of foundational principles was derived. This compilation was then evaluated and honed through the integration of stakeholder perspective and the assimilation of moral and philosophical precepts. Evaluating a sample of privacy policies hints that current practice does not meet the proposed principles, indicating a need for changes in the way data mining is performed.

A comprehensive framework for the development a contemporary code of conduct and proposed ethical practices for online data mining was constructed.

This paper provides a configuration upon which a code of ethical conduct for performing data mining, tailored to meet the particular needs of any organization, can be designed.

The implications of data mining, and a code of ethical conduct regulating it, are far-reaching. Implementation of such principles serve to improve consumer and stakeholder confidence, ensure the enduring compliance of data providers and the integrity of its collectors, and foster confidence in the security of data mining.

Existing legal mandates alone are insufficient to properly regulate data mining, therefore supplemental reference to ethical considerations and stakeholder interest is required. The adoption of a functional code of general application is essential to address the increasing proliferation of apprehension regarding online privacy.

The purpose of this paper is to provide an explanation for the global influences and dynamics that have led major mining companies to adopt corporate social responsibility (CSR) policies, and frame them in terms of sustainable development. Bad reputations stemming from environmental disasters and social disharmony led mining multinationals to adopt CSR policies and improve their practices. Rationalist expectations about what is driving firm responses to external pressures are a necessary, but insufficient, explanation of how and why mining companies have sought to improve their reputations. Three elements are necessary to explain firm responses, including strategic adaptation to external pressures, learning processes associated with CSR, and internalization of sustainable development norms, understood as standards of appropriate behavior.

The paper presents a multidisciplinary theoretical framework for explaining the adoption of CSR policies and practices on the part of mining companies, and applies that framework to case studies of two major mining companies with global operations.

An account of learning processes and norms socialization as they relate to CSR provide a more comprehensive explanation of how and why mining companies adopt CSR policies. Incorporation of these elements provides a better explanation of why mining companies began to frame their CSR policies in terms of the global norm of sustainable development.

The paper contributes to the theoretical understanding of how and why firms adapt to changing societal expectations about appropriate corporate behavior by integrating two sets of literatures; constructivism from international relations theory, and learning from organization theory.

This research aims to examine the smelter industry’s investment competitiveness in Indonesia as well as to find solutions to improve its competitive advantage for the nation.

This research applies a sequential mixed-methods approach with a second quantitative phase building on an initial first qualitative phase. The qualitative phase is conducted by interviews to find the root causes of problems as well as solutions to gain smelter industries’ competitiveness. The quantitative phase is conducted by a system dynamics model. A descriptive causal loop diagram is created based on interviews and focus group discussions to describe the problems. The concept of competitive advantage of a nation from Porter’s diamond model is applied in this research.

The results reveal the complexity of smelter industries in Indonesia. The paper also addresses the causes of problems and interaction of variables using a causal loop diagram. To gain the smelter industry’s competitiveness, this paper suggests the potential policy development to increase competitiveness of the smelter industry such as policy for different fiscal incentives to each different mineral, effective export duty and exploration obligation.

The result of this study provides a good basis for government in making policy to improve the competitive advantage of the smelter industry investment in Indonesia.

This is the first research on smelter industry competitiveness that applies Porter’s diamond model and system dynamics model to find solutions in designing appropriate policy to gain competitiveness.

The purpose of this paper is to assess the impact of artisanal small-scale mining (ASM) on sustainable livelihoods in the Tarkwa-Nsuaem Municipality of Ghana. The study seeks to answer the following questions: what is the impact of ASM on livelihoods in the Tarkwa-Nsuaem Municipality? What measures could be put in place to ensure the sustainability of livelihoods in the municipality?

A case study approach to inquiry was used in the study. The authors used interview guides (structured and unstructured) to collect primary data from a sample of 400 household heads, 19 institutions, six ASM firms, six mineral processing companies, and two gold-buying agents, and traditional authorities from the Tarkwa-Nsuaem Municipality.

The findings of the study indicate among other things that land has been rendered unproductive due to the inability of the dominant ASM firms to reclaim lands after mining. The workers’ exposure to cyanide and mercury makes them vulnerable to all manner of health risks, which is a threat to the sustenance of livelihoods. Owing to the unsustainable nature of mining activities, the future indicates not only increases in unemployment but also environmental degradation and health concerns.

The paper contains a significant new perspective of knowledge especially by contextualising sustainable development with ASM. This is an area that has largely been ignored by development researchers. The paper further emphasises the need for policy makers to evolve and embrace developmental approach that is intergenerational.

This paper aims to examine the potential for “triangular cooperation” between investment partners from Australia, China and host African nations to contribute to the economic development in Africa.

The paper discusses a number of complementarities between Australian and Chinese investors in mining, agriculture, energy, research and education and finance – sectors vital to Africa’s future development. These complementarities are examined in light of recent development studies on the benefits of triangular cooperation and recent literature examining links between foreign direct investment (FDI) policy and economic development.

The paper concludes that there is much to be gained by making the most of the existing and potential synergies between Australian, Chinese and local investors in African settings.

The implications of this paper are, first, that African nations should keep the benefits of triangular cooperation in mind when designing FDI policies and, second, that Australian and Chinese investors should be more willing to explore potential investment partner synergies when investing in Africa. The paper also suggests an agenda for future research into how good design of FDI policies might best promote healthy economic development in African nations.

Australian and Chinese companies should be more willing to explore potential avenues for cooperation when investing in Africa, while African governments should be more mindful of how rules and policies can maximise the local benefits of FDI.

African governments should be more mindful of the quality, rather than the quantity of FDI when drafting relevant laws and policies.

The value of the paper is in applying the concept of “triangular cooperation” to direct investment. The paper also provides an original focus on Australia-China investment synergies in African settings.

A major challenge facing management in developed countries is improving the performance of knowledge and service workers, i.e. the decision and policy makers. In a developing country such as South Africa, with a well‐developed business sector, this need, especially in government, is even more crucial. South Africa has to face many new challenges in the 21st century ‐ growing environmental concerns, massive social and economic inequalities, high occurrences of HIV, low productivity, massive unemployment and the nation’s evolving role in Africa, amongst others. The importance of a sound science and technology policy framework to address these pressing issues cannot be overemphasised This paper discusses the construction of a knowledge‐base from a data repository concerning a South African National Research and Technology (NRT) Audit. This knowledge‐base is to be used as an aid when developing a science and technology policy framework for South Africa. The knowledge‐base is constructed using the cooperative inductive learning team (CILT) approach, which combines diverse data mining tools and human expertise into a cooperative learning system. In this approach, each data mining tool constructs a model of the knowledge as contained in the data repository, thus providing an automated tool to make sense of the knowledge embedded therein. That is, the data mining tools learn from the data in order to obtain new insights. The system also incorporates human domain expertise through the computational modelling of the human subject knowledge. The knowledge, as obtained during team learning, is stored in a team knowledge‐base. Results indicate that the CILT learning team approach can be successfully used to make sense of the vast amounts of data collected and provide a knowledge repository for further decision making and policy formulation.

The purpose of this paper is to contribute to the ongoing debate on governance, accountability, transparency and corporate social responsibility (CSR) in the mining sector of a developing country context. It examines the reporting practices of the two largest transnational gold-mining companies in Tanzania in order to draw attention to the role played by local government regulations and advocacy and campaigning by nationally organised non-governmental organisations (NGOs) with respect to promoting corporate social reporting practices.

The paper takes a political economy perspective to consider the serious implications of the neo-liberal ideologies of the global capitalist economy, as manifested in Tanzania’s regulatory framework and in NGO activism, for the corporate disclosure, accountability and responsibility of transnational companies (TNCs). A qualitative field case study methodology is adopted to locate the largely unfamiliar issues of CSR in the Tanzanian mining sector within a more familiar literature on social accounting. Data for the case study were obtained from interviews and from analysis of documents such as annual reports, social responsibility reports, newspapers, NGO reports and other publicly available documents.

Analysis of interviews, press clips and NGO reports draws attention to social and environmental problems in the Tanzanian mining sector, which are arguably linked to the manifestation of the broader crisis of neo-liberal agendas. While these issues have serious impacts on local populations in the mining areas, they often remain invisible in mining companies’ social disclosures. Increasing evidence of social and environmental ills raises serious questions about the effectiveness of the regulatory frameworks, as well as the roles played by NGOs and other pressure groups in Tanzania.

By empowering local NGOs through educational, capacity building, technological and other support, NGOs’ advocacy, campaigning and networking with other civil society groups can play a pivotal role in encouraging corporations, especially TNCs, to adopt more socially and environmentally responsible business practices and to adhere to international and local standards, which in turn may help to improve the lives of many poor people living in developing countries in general, and Tanzania in particular.

This paper contributes insights from gold-mining activities in Tanzania to the existing literature on CSR in the mining sector. It also contributes to political economy theory by locating CSR reporting within the socio-political and regulatory context in which mining operations take place in Tanzania. It is argued that, for CSR reporting to be effective, robust regulations and enforcement and stronger political pressure must be put in place.

Academic research into entrepreneurship policy is particularly interesting due to the increasing relevance of the topic and since knowledge about the evolution of themes in this field is still rather limited. The purpose of this paper is to analyse the key concepts, topics, trends and shifts that have shaped the entrepreneurship policy research agenda during the period 1990–2016.

This paper uses text mining techniques, cluster analysis and complementary bibliographic data to examine the evolution of a corpus of 1,048 academic papers focused on entrepreneurship-related policies and published during the period 1990–2016 in ten relevant journals. In particular, the paper follows a standard text mining workflow: first, as text is unstructured, content requires a set of pre-processing tasks and then a stemming process. Then, the paper examines the most repeated concepts within the corpus, considering the whole period 1990–2016 and also in five-year terms. Finally, the paper conducts a k-means clustering to divide the collection of documents into coherent groups with similar content. The analyses in the paper also include geographical particularities considering three regional sub-corpora, distinguishing those articles authored in the European Union (EU), the USA and South and Eastern Asia, respectively.

Results of the analysis show that inclusion, employment and regulation-related papers have largely dominated the research in the field, evolving from an initial classical approach to the relationship between entrepreneurship and employment to a wider, multidisciplinary perspective, including the relevance of management, geographies and narrower topics such as agglomeration economics or internationalisation instead of the previous generic sectorial approaches. The text mining analysis also reveals how entrepreneurship policy research has gained increasing attention and has become both more open, with a growing cooperation among researchers from different affiliations, and more sophisticated, with concepts and themes that moved the research agenda forward, closer to the priorities of policy implementation.

The paper identifies main trends and research gaps in the field of entrepreneurship policy providing actionable knowledge by presenting the spectrum of both over-explored and understudied research themes in the field. In practical terms the results of the text mining analysis can be interpreted as a compass to navigate the entrepreneurship policy research agenda.

The paper presents the heterogeneity of topics under research in the field, reinforcing the concept of entrepreneurship as a multidisciplinary and dynamic domain. Therefore, the definition and adoption of a certain policy agenda in entrepreneurship should consider multiple aspects (needs, objectives, stakeholders, expected outputs, etc.) to be comprehensive and aligned with its complexity. In addition, the paper shows how text mining techniques could be used to map the research activity in a particular field, contributing to the challenge of linking research and policy.

The exploratory nature of text mining allows us to obtain new knowledge and reveals hidden patterns from large quantities of documents/text data, representing an opportunity to complement other qualitative reviews. In this sense, the main value of this paper is not to advise on the future configuration of entrepreneurship policy as a research topic, but to unwrap the past by unveiling how key themes of the entrepreneurship policy research agenda have emerged, evolved and/or declined over time as a foundation on which to build further developments.

The purpose of this study is to examine how social disclosures by one of the world’s largest producers of Platinum Group Metals are used to maintain and repair legitimacy in the context of South Africa’s prevailing socio-economic conditions and in response to the immediate challenge to legitimacy posed by violent worker demonstrations taking place at its operations in Marikana during August 2012. This is done to highlight how legitimacy strategies take account of the temporal characteristics of a threat to legitimacy and how these, in turn, may constrain the need for far-reaching organisational change.

Suchman’s (1995) outline of legitimacy theory and Laughlin’s (1991) model of organisational change provide a frame of reference for a detailed thematic content analysis which identifies the use of different strategies by an organization to respond to threats to its credibility and how these impact, resulting changes to business philosophies, policies and systems.

The study highlights the temporal dimension of legitimisation strategies. Social-related disclosures provided by the case entity in response to labour unrest are aimed at addressing both the episodic and continual threat to legitimacy resulting from the unfavourable event. These also have the effect of limiting the extent of internal changes to select business policies and sub-systems. Carefully managing legitimacy allows the case entity to avoid the need to reformulate its business ethos.

The study deals only with a single case organisation. Although the emphasis is on highlighting themes and principles, results are not necessarily applicable in different contexts. Related to this, although the study deals with a major South African mining company, it does not prove the relevance of local cultural differences to the legitimisation process.

The study dispenses with the use of proxies, such as frequencies of disclosures, to demonstrate how organisations use non-financial reporting to secure legitimacy. Instead, it offers a detailed account of how different sub-sets of legitimacy are being mobilised in corporate reports response to long-term and episodic legitimacy considerations. In addition, the study offers one of the first interpretive accounts of how strategies used to manage legitimacy may constrain the potential of a material external shock resulting in internal organisational change. Finally, the study offers one of the first examples of the operation of legitimacy and organisational change theory from the African Continent.