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The global Clinical Legal Education (CLE) movement transcends borders as law teachers worldwide try to inculcate law students and future legal practitioners with social justice values. One method of achieving this is through developing reflective practitioners. Kolb, finding common ground in the work of Lewin, Dewey, and Piaget, formulated the four stages in the experiential development of concrete experience, reflective observation, abstract conceptualization, and active experiment. Although Kolb’s model is used in legal education literature, students may not be provided with the relevant conceptual tools required to engage in reflective practice. This often results in students providing subjective analysis of their work, which fails to fully contribute to their educational experience. One of the reasons for omitting analytical tools is that reflective practice suffers from a lack of conceptual clarity. According to Kinsella, the “concept remains elusive, is open to multiple interpretations, and is applied in a myriad of ways in educational and practice environments”. A further issue hindering reflective practice relates to Donald Schön’s critique of the positivist approach adopted by law schools.

This chapter will apply a human rights framework to CLE to develop reflective practitioners. The two main reasons for this are, first, human rights as formulated by the Universal Declaration on Human Rights are universal, interrelated, and indivisible and, second, reflection based on these universal human rights values will benefit cross-jurisdictional societies in assisting vulnerable clients affected by emerging implied and direct human rights challenges.

Earned value management (EVM)–based models for estimating project actual duration (AD) and cost at completion using various methods are continuously developed to improve the accuracy and actualization of predicted values. This study primarily aimed to examine natural gradient boosting (NGBoost-2020) with the classification and regression trees (CART) base model (base learner). To the best of the authors' knowledge, this concept has never been applied to EVM AD forecasting problem. Consequently, the authors compared this method to the single K-nearest neighbor (KNN) method, the ensemble method of extreme gradient boosting (XGBoost-2016) with the CART base model and the optimal equation of EVM, the earned schedule (ES) equation with the performance factor equal to 1 (ES1). The paper also sought to determine the extent to which the World Bank's two legal factors affect countries and how the two legal causes of delay (related to institutional flaws) influence AD prediction models.

In this paper, data from 30 construction projects of various building types in Iran, Pakistan, India, Turkey, Malaysia and Nigeria (due to the high number of delayed projects and the detrimental effects of these delays in these countries) were used to develop three models. The target variable of the models was a dimensionless output, the ratio of estimated duration to completion (ETC(t)) to planned duration (PD). Furthermore, 426 tracking periods were used to build the three models, with 353 samples and 23 projects in the training set, 73 patterns (17% of the total) and six projects (21% of the total) in the testing set. Furthermore, 17 dimensionless input variables were used, including ten variables based on the main variables and performance indices of EVM and several other variables detailed in the study. The three models were subsequently created using Python and several GitHub-hosted codes.

For the testing set of the optimal model (NGBoost), the better percentage mean (better%) of the prediction error (based on projects with a lower error percentage) of the NGBoost compared to two KNN and ES1 single models, as well as the total mean absolute percentage error (MAPE) and mean lags (MeLa) (indicating model stability) were 100, 83.33, 5.62 and 3.17%, respectively. Notably, the total MAPE and MeLa for the NGBoost model testing set, which had ten EVM-based input variables, were 6.74 and 5.20%, respectively. The ensemble artificial intelligence (AI) models exhibited a much lower MAPE than ES1. Additionally, ES1 was less stable in prediction than NGBoost. The possibility of excessive and unusual MAPE and MeLa values occurred only in the two single models. However, on some data sets, ES1 outperformed AI models. NGBoost also outperformed other models, especially single models for most developing countries, and was more accurate than previously presented optimized models. In addition, sensitivity analysis was conducted on the NGBoost predicted outputs of 30 projects using the SHapley Additive exPlanations (SHAP) method. All variables demonstrated an effect on ETC(t)/PD. The results revealed that the most influential input variables in order of importance were actual time (AT) to PD, regulatory quality (RQ), earned duration (ED) to PD, schedule cost index (SCI), planned complete percentage, rule of law (RL), actual complete percentage (ACP) and ETC(t) of the ES optimal equation to PD. The probabilistic hybrid model was selected based on the outputs predicted by the NGBoost and XGBoost models and the MAPE values from three AI models. The 95% prediction interval of the NGBoost–XGBoost model revealed that 96.10 and 98.60% of the actual output values of the testing and training sets are within this interval, respectively.

Due to the use of projects performed in different countries, it was not possible to distribute the questionnaire to the managers and stakeholders of 30 projects in six developing countries. Due to the low number of EVM-based projects in various references, it was unfeasible to utilize other types of projects. Future prospects include evaluating the accuracy and stability of NGBoost for timely and non-fluctuating projects (mostly in developed countries), considering a greater number of legal/institutional variables as input, using legal/institutional/internal/inflation inputs for complex projects with extremely high uncertainty (such as bridge and road construction) and integrating these inputs and NGBoost with new technologies (such as blockchain, radio frequency identification (RFID) systems, building information modeling (BIM) and Internet of things (IoT)).

The legal/intuitive recommendations made to governments are strict control of prices, adequate supervision, removal of additional rules, removal of unfair regulations, clarification of the future trend of a law change, strict monitoring of property rights, simplification of the processes for obtaining permits and elimination of unnecessary changes particularly in developing countries and at the onset of irregular projects with limited information and numerous uncertainties. Furthermore, the managers and stakeholders of this group of projects were informed of the significance of seven construction variables (institutional/legal external risks, internal factors and inflation) at an early stage, using time series (dynamic) models to predict AD, accurate calculation of progress percentage variables, the effectiveness of building type in non-residential projects, regular updating inflation during implementation, effectiveness of employer type in the early stage of public projects in addition to the late stage of private projects, and allocating reserve duration (buffer) in order to respond to institutional/legal risks.

Ensemble methods were optimized in 70% of references. To the authors' knowledge, NGBoost from the set of ensemble methods was not used to estimate construction project duration and delays. NGBoost is an effective method for considering uncertainties in irregular projects and is often implemented in developing countries. Furthermore, AD estimation models do fail to incorporate RQ and RL from the World Bank's worldwide governance indicators (WGI) as risk-based inputs. In addition, the various WGI, EVM and inflation variables are not combined with substantial degrees of delay institutional risks as inputs. Consequently, due to the existence of critical and complex risks in different countries, it is vital to consider legal and institutional factors. This is especially recommended if an in-depth, accurate and reality-based method like SHAP is used for analysis.

The rule of law and an efficient legal system are the core factors that ensure growth in BRIC economies. Weak institutions and failures with respect to the rule of law in Russia call into question its position as one of the BRIC countries. The purpose of this paper is to propose that the legitimization of newly created formal legal institutions in Russia is impossible without a new set of values that reflect the ideals of professionalism. It aims to explore the role institutional stakeholders play in establishment of the new set of professional values.

A survey of existing legislation and academic research on professionalism and the development of the legal profession in Russia was undertaken to determine the state of the development of its formal and informal legal institutions. The role of stakeholders in the development of new professional institutions was also examined.

The paper finds that the creation of formal institutions supporting the rule of law in Russia is largely completed. Yet, in some cases the institutions lack legitimacy and public trust. Professionalism – a vital informal institution that promotes trust in legal systems and legitimizes its formal institutions is in the process of development. The agents of professional socialization such as the state, educational institutions, professional bodies and organizations play different roles in development of professionalism. Potential avenues for enhancing legal professionalism by the agents of socialization are identified.

The current study contributes to the literature on institutional change in transition economies and suggests a complicated relationship between various formal and informal institutions in the Russian legal sector. Future empirical research should focus on the investigation of the newly forming informal institutions and the impact of old informal institutions on this process.

Companies doing business in Russia should be aware of the fact that the legal systems in the country are still in the process of development. Even though major formal legal institutions have already been created, some informal institutions still represent a serious challenge to safe and efficient business in the country.

The paper contains ideas for the future development of legal professionalism in Russia.

In the dark days of the 1980s and 1990s, the abolition of capital punishment was virtually unthinkable. However, a new form of abolitionism – which I call Rule of Law abolitionism – has raised the hopes of death penalty opponents. In this chapter, I elucidate the logic of the Rule of Law abolitionist argument, distinguishing it from its more familiar doctrinal and moral variants. I then assess its strengths and weaknesses. On the basis of this critique, I indicate the route Rule of Law abolitionism must travel to bring about the demise of the death penalty.

Legal systems govern social behaviour. They attempt to regulate order, collective peace and harmonious developments in society. The external social behaviour that law deals with is also a part of internal human behaviour. This external and internal nature of human behaviour, needs to be consciously studied and interlinked when legal systems desire elements of justice, equality, liberty, fraternity, dignity, integrity and unity for social collectivity. These elements, that legal systems guarantee come from an integration of individual and collective life on matters of social, political, economic etc., of various levels. The individuality and collectivity on these matters and levels are deeply psychological and spirited in sense as human behaviour operates through stimulus from inside to leave external effects outside or vice-versa through a function of thought-emotion-sensation-body complex. Thus, we see, our behaviour gets shaped by a two-way process of inner motivation and outer circumstance, individual and collective dimensions on a given matter and level. At this juncture, a critical study on this two-way relation in human behaviour and a set of unifying values to be identified for progressive intersections seem to be the future of legal systems for achieving greater goals of humanity. Additionally, legal systems that deal with justice are now becoming more than social, economic and political justice as new knowledge is revealing interrelations of spirit-mind-body or thought-emotion-sensation-body complex leaving us to think of new dimensions in justice. Thus, spirituality, as an exercise of human experiment and experience, provides a new scope for legal systems to deal with human and social behaviour to achieve order, peace and development. At this juncture, one even finds another unknown dimension gaining grounds and sinking to integrate or bring holistic responses to human problems and social challenges of the collective is the actual linking of spirituality through or with psychology or vice versa. Law and legalities of the thoughts and norms are interspersed in between these two disciplines. This is indeed a welcome trend as the psychological human and the social collective have become the axis on which every wheel of knowledge is tested and allowed to represent as spokes for inclusive, sustainable and harmonious inter-relational movement of things. One might see, know, feel or even ought to bear this interconnection that very often come in the actual spiritual practices where psychological dimensions emerge leading to wholesome experience of the state of our own individual and socio-collective nature. Among many kinds of spiritual experiences and experiments, two of them stand out for our legal consideration. One, an experience of timeless, space-less and boundless consciousness-awareness beyond life and world with which we witness, observe and understand the movement of things inside life and world, without our participation into them. Two, an experience of consciousness-awareness as power and force operating and animating through thought-emotion-sensation-body complex with our active participation in the movement of life and world. The former experience prepares the ground to remain free from all fetters of self-aggrandizing individualization before wider collectivity and, the latter experience prepares us to re-enter into wider collectivity to contribute with a freed sense of individualization, not imprisoned by its ego-aggrandizement that cuts the individual from the collective. These two spiritual experiences, one of the consciousness-awareness of freedom and, another of the consciousness-awareness with all potentials, when allowed to animate inside the human, it gives crucial understanding of the challenges of life and, pro-activation of solutions for those challenges that are extremely crucial for law and legal systems. A power of understanding the knowledge using spiritual experience of these two states of consciousness-awareness along with rationality, reason and logic, a strength operating through concentration of the energies in body aiding movement of knowledge, a harmony releasing itself through motivating-empathy and mutual-collaboration using knowledge and strength and, finally a near-perfect action operating through strategies, stages and steps in organizing daily life, human capital and all kinds of the systems of the world using knowledge, strength and harmony become our positive tools of empowerment. The combination of these two spiritual experiences of consciousness-awareness is useful to legal systems that look for solutions to human crises using interactive nature of individuality and collectivity on all issues of life, world and society. The chapter attempts to demonstrate that this kind of spirituality and its applied processes thus provide us the clue and strategy to achieve what the human nature and social existences of all kinds all over the world seek and aspire in the form of individual as well as collective peace, joy and compassion. It is also argued that this peace, joy and compassion that is spiritual in nature are in fact the origin and source of inspiration and stimulation for social, political and economic equality, liberty and fraternity in law, and the harmony and perfection of these elements seen as the justice that balances everything. The chapter demonstrates how applied spirituality can be used in law in the sense of law-making, judicial-interpretation, executive-governance, legal profession and finally a grand introduction of spirituality and its values into legal academics and research that are waiting to be liberated from the clutches of mere analytical knowledge of life and world moving towards new enriching powers of radiant collective life and wonderful harmonious world.

This paper aims to clarify that some values are the origin of the modern financial world. In this regard, they should be protected by legal and financial mechanisms. However, sometimes, it is not necessary to use the entire legal arsenal to protect those values. A value can be transformed into another value or mutate into a notion and become implicitly protected by the whole system. This is called the transformation of values.

In this paper, it shall be analyzed how the protection of values is applied in both Shariah and conventional systems. Two Gulf countries, Iran and The United Arab Emirates (UAE), will be compared with France, which have different financial systems. How the process of transformation becomes a global norm which lead to a harmonization will also be discussed.

This paper demonstrates that divergent values in both Islamic and conventional financial system tend to be convergent and become global standard norms. In this respect, due to the transformation of values, harmonization of norms and standards will be recognized.

The paper fulfils an identified process in which the penal action against irregularities becomes a “dernier resort”, and it is for the protection of major global concerns, not for “little transgressions against local values”.

This paper aims to promote corporate culture (CC) of compliance to ensure responsible business by motivating self-felt and self-imposed strategies by corporations in Australia. It argues that the way “legal compliance” is pursued in Australia may develop undesirable features within corporate internal affairs ranging from adverse reactions to resentment rationalising or concealing of misconduct. This study showcases that the integration of corporation and ethical values in the compliance governance is inevitable to sustain productive CC and public trust in businesses.

This research is based on existing primary and secondary legal resources and different reports, including the Royal Commission’s Report 2019 and public submissions. It attempts to establish a claim that a self-felt and self-motivated approach to legal compliance contemplated by commitment and devotion to the company, and its consumers instead of external control can achieve consistent and positive outcomes that benefit both the company and its stakeholders.

While the sanction-deterrence based legal directives provide a strong and sophisticated foundation for detecting and punishing inappropriate culture and have traditionally been effective in fostering compliance, the inclusion of ethical values in the regulatory approach and self-led corporate strategies are required to stimulate sustained compliance, accountability and public trust.

There has been a dearth of intellectual inquiries (to the best of the author’s knowledge) about the role of CC and self-imposed corporate strategies in ensuring legal compliance. This paper will contribute to filling this gap in the legal literature and the wider academic deliberation on the standard and effectiveness of CC.

This research is the author’s original work and has not been submitted elsewhere for publication.

The purpose of this paper is to investigate the determinants of users' intention to continue to invest in cryptocurrencies. The paper also aims to examine the impact of hedonic motivation and the legal environment on perceived value in cryptocurrencies.

A questionnaire was designed to obtain data from 258 respondents in UAE. The Structural Equation Modeling – Partial Least Squares (SEM-PLS) was used to evaluate the research model and test the hypotheses.

The results of smart PLS path analysis showed that perceived value, hedonic motivation, gambling attitude, and price volatility were significant determinants of the continued intention to invest in cryptocurrency. This study also revealed that hedonic motivation enhances perceived value and improves the perception of cryptocurrencies value from user's perspective.

This study provides new insights into the literature on cryptocurrencies adoption, and delivers advanced understanding about the determinants of user's intention to continue investing in cryptocurrencies. In addition, the study provides important practical implications for cryptocurrencies companies to promote this financial technology to users by enhancing the knowledge of policy makers about how investors think and get motivated towards a continued investment of cryptocurrencies.

Reports a study conducted to determine whether or not there were differences between descriptive and normative social responsibility values for managers who assume roles in different functional department clusters. The research findings support a conclusion that differences in CSRV profiles exist among three functional clusters: accounting/finance managers, marketing/distribution managers and general strategy/human resources/operations managers. These differences have implications for career and employment professionals in enhancing managerial recruitment, selection, placement, development and appraisal now and in the future.