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This paper presents the results of a study comparing the ability of neural network models and multiple discriminant analysis (MDA) models to predict bond rating changes and to exam if segmentation by investment grade improves classification. Data was collected on more than 900 bonds that had their Standard and Poor's Corporation rating changed during the period 1997 to 2002. This was matched this dataset with corresponding firms which had the same initial bond rating but which did not change. The correspondence was based on the firms being in the same industry, having the same rating at the time of the change (the time frame was one month) and the same approximate asset size (within 20%). This relatively stringent set of criteria reduced the data set to 282 pairs of companies. A neural network model and a multiple discriminant analysis were used to predict both a bond change and the general direction of a movement from a particular bond rating to another bond rating. The predictive variables were financial ratios and rates of change for these ratios. In almost all cases, particularly for the larger sample studies, the neural network models were better predictors than the multiple discriminant models. The paper reviews, in detail, performance of the respective models, strengths and limitations of the models – particularly with respect to underlying assumptions- and future research directions.

This chapter aimed to uncover the gaps in the existing construction supply chain management (CSCM) models. Organisational culture and the fourth industrial revolution (4IR) components are the two gaps that were identified through reviewing existing CSCM models. The 4IR is driven by three components which are smart management, virtualisation and cyber-physical system. It was proposed in this chapter that the practice of CSCM should be in tandem with the components of 4IR. This chapter recommended that for the effective practice of the construction supply chain (CSC) in the 4IR era, construction stakeholders should adopt an innovative and collaborative organisational culture. The organisational culture adopted by a construction firm performs a crucial role in encouraging construction stakeholders in adopting 4IR components for CSCM. Each of the 4IR components is driven by technologies like autonomous robots, building information modelling (BIM), radio frequency identification (RFID), the internet of things (IoT) and others. Among all the technologies, it was discovered that RFID and BIM had gained prominence in most CSC literature. The chapter recommended that blockchain, digital twins and the cyber-physical system are the next trending technology for CSCM.

This chapter presented the model for the effective practice of construction supply chain management (CSCM) in the fourth industrial revolution (4IR) era. The model was developed after discovering that the failure of adopting the 4IR component has hindered the synchronisation of construction supply chain (CSC) activities. While some stakeholders are willing to manage their CSC under the 4IR era, most have no clue how to go about it. Most stakeholders are familiar with an existing practice built around collaboration, integration, supply chain structure and trust. This chapter bridges the gap by introducing organisational culture and 4IR components for modelling the CSCM in the 4IR era. The model was backed and grounded with a robust theoretical framework. The theories include social identity theory, change theory and resource-based view theory. It was discovered that the organisational culture adopted by construction stakeholders determines their willingness to embrace the 4IR component for the management of CSC. The 4IR components were divided into smart management, virtualisation and cyber-physical systems. The chapter recommended that the practice of SCM in the Nigerian construction industry should be modelled around the six constructs that were used in developing the model for this study.

The emphasis of this survey is on motion picture reference material that has been published since 1982. This update does not, for the most part, include titles covered in a prior RSR article (1:4; 1983), written by myself, or in an even earlier article by Leslie Kane (7:1; 1979). In those few instances where titles that have appeared in the earlier RSR film surveys are discussed, it is because they now have a new subject emphasis.

This chapter examines the determinants of accountability practices disclosure on the websites of Malaysian local authorities, from the institutional isomorphism perspective.

A content analysis was employed to examine the websites of all local authorities in Malaysia. A modified accountability disclosure index was used to examine the extent of accountability practices disclosure on websites. Multiple regression analysis was conducted to examine the significant impact of institutional factors on the accountability practices disclosure.

The results suggest that, on average, Malaysian local authorities have disclosed 42 items (or 42%) of the accountability practices disclosure on the websites. The implementation of innovation activities, political competition and press visibility has statistically influenced the extent of accountability practices disclosure of Malaysian local authorities on the websites on the premise of coercive isomorphism.

This chapter highlights the institutional factors that influence the extent of online accountability practices disclosure of local authorities in developing countries. The findings therefore enable local authorities to explore the best possible approaches to effectively discharge accountability and to promote greater transparency through the dissemination of information on the website.

This chapter contributes to the public sector accounting literature by introducing new institutional factors that influence the disclosure practice of local authorities in Malaysia i.e. the establishment of the Integrity Unit and implementation of innovation activities under the public sector reform agenda.

The purpose of this paper is to explore the impact of supplier development (SD) on supplier’s performance by sharing implicit knowledge in mentorship under the influence of supplier’s organizational culture (OC).

A survey questionnaire was employed to collect data from 226 employees of participating suppliers after conducting mentorship training at the suppliers’ site. The data were analyzed by the partial least squares structural equation modeling with software SmartPLS Ver. 3.0.

The empirical analysis indicates that SD by mentorship partially mediates the total effects of OC – power distance and uncertainty avoidance – on performance. It completely mediates the collaborative culture on performance.

This study may confirm that the SD program by mentorship is a viable strategy to enhance the performance of supply chain partners and the selection of suppliers.

Cultural intelligence (CQ) has transcended its role of adaptation to local values toward narrowing the cultural gap between foreign stakeholders and local stakeholders in the supply chain. The purpose of this paper is to decipher the catalyzing role of CQ in its chain effect, through corporate social responsibility and trust, to supply chain performance and competitive intelligence (CI).

The proof for the research model was derived from the SEM-based analysis of cross-sectional data provided by 392 respondents from MNCs in Vietnamese business landscape.

Findings, from this inquiry, produce the evidence for the positive effect of all four dimensions of CQ (metacognitive, cognitive, motivational, and behavioral CQ) on ethical and legal CSR, as well as knowledge-based and identity-based trust, which leverage supply chain performance. The connectivity between supply chain performance and CI was also established.

Supply chain literature, from this research model, has increased its breadth with the novel role of CQ and stakeholder-oriented levers such as CSR in heightening supply chain performance.

The chapter introduces the reader to select language of human sexuality and the definitions and characteristics of some key terms related to lesbian, gay, bisexual, transgender, and questioning/queer (LGBTQ+), identifies different theoretical perspectives of human sexuality and sexual orientation, and discusses select LGBTQ+ theories and concepts in a historical context that library and information science (LIS) professionals should consider while performing their roles related to information creation–organization–management–dissemination–research processes. It helps better understand the scope of what is LGBTQ+ information and traces its interdisciplinary connections to reflect on its place within the LIS professions. The chapter discusses these implications with the expectation of the LIS professional to take concrete actions in changing the conditions that lack fairness, equality/equity, justice, and/or human rights for LGBTQ+ people via the use of information. Important considerations in this regard include the need for an integrative interdisciplinary LGBTQ+ information model, growth of a diversified LGBTQ+ knowledge base and experiences, holistic LGBTQ+ information representations, LGBTQ+ activism, and participatory engagement and inclusion of LGBTQ+ users.

The purpose of this paper is to explore the dynamics of management and control in collaborations with suppliers of critical technology.

Three collaborative product development projects at a system integrator in the telecom industry were studied. The data was collected through 22 semi-structured interviews and a workshop at the studied company and its suppliers.

The paper shows that in situations of high dependence on suppliers of critical technologies, control may be pursued by complementing black-box development with appropriate checks and balances in the collaboration, i.e. using combinations of control mechanisms, disconnected development and joint problem solving, contracts and trust, and alignment efforts on project and strategic levels. Further, the paper demonstrates that this involves several trade-offs related to the advantages of increased monitoring and disadvantages of decreased levels of freedom for the supplier and consequently decreased prerequisites for supplier creativity.

The qualitative approach of the research limits generalizability. Our study is limited to three projects at one firm.

Technological roadmaps can be used as an important tool to facilitate alignment with suppliers of critical technologies. Limited influence on project level can be supported by influencing the supplier on a strategic level. By collaborating on a strategic level, firms can gain alignment for future projects and diminish the need for direct project control within the projects. Long-term collaborations facilitate control in projects with powerful suppliers of critical technologies.

While many studies suggest simplified responses to complex situations of supplier involvement in product development, this study provides insight into the complex responses to control suppliers of critical technologies.