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It is no news that Chinese construction companies are highly motivated to invest in Africa in terms of infrastructure and construction. This influx from the beginning of the millennium marked a game-changer for infrastructural development in most African countries. This study, therefore, explores how the partnership between China and Africa has impacted the construction industry in Africa with a focus on Nigeria.

A quantitative approach was adapted for the study, which is descriptive in nature, and the primary participants of the study were core construction professionals within the Nigerian construction industry. Data was collected via a structured questionnaire, and multivariate statistics was used to analyse the data.

The study results revealed that the benefits accrued from Chinese participation in the African construction industry can be classified into three distinct categories: socio-economic development through construction, land transportation system development and construction industry development. The study further revealed that Chinese involvement has been most beneficial to the development of the land transportation system in Nigeria with more investment in the construction and maintenance of roads and railways.

The study will serve as a basis for making informed future decisions on Chinese participation in the Nigerian construction industry as it exposes the impacts of the relationship within the current system. The outcome of this study can be used to refocus the partnership to ensure the optimum development of the local construction industry. The government and other relevant agencies can use the findings from this study to ensure that there is sustainable growth in the local construction industry through Chinese participation.

The use of generative artificial intelligence (genAi) language models such as ChatGPT to write assignment text is well established. This paper aims to assess to what extent genAi can be used to obtain guidance on how to avoid detection when commissioning and submitting contract-written assignments and how workable the offered solutions are.

Although ChatGPT is programmed not to provide answers that are unethical or that may cause harm to people, ChatGPT’s can be prompted to answer with inverted moral valence, thereby supplying unethical answers. The authors tasked ChatGPT to generate 30 essays that discussed the benefits of submitting contract-written undergraduate assignments and outline the best ways of avoiding detection. The authors scored the likelihood that ChatGPT’s suggestions would be successful in avoiding detection by markers when submitting contract-written work.

While the majority of suggested strategies had a low chance of escaping detection, recommendations related to obscuring plagiarism and content blending as well as techniques related to distraction have a higher probability of remaining undetected. The authors conclude that ChatGPT can be used with success as a brainstorming tool to provide cheating advice, but that its success depends on the vigilance of the assignment markers and the cheating student’s ability to distinguish between genuinely viable options and those that appear to be workable but are not.

This paper is a novel application of making ChatGPT answer with inverted moral valence, simulating queries by students who may be intent on escaping detection when committing academic misconduct.

There is an increase globally of students using technology to support their learning. The purpose of this paper is to outline the technical aspects of adaptive learning and contribute to the development of pedagogy that incorporates this method in teaching and learning.

This is a technical review article that summarises key guidance on the application of adaptive learning and then reflects on its application in a UK and Vietnamese context.

Initial analysis demonstrates that learning can occur asynchronously because of students engaging with adaptive learning. Issues and recommendations were derived from the reflections and practice of both UK and Vietnamese practitioners. Recommendations focussed on the more practical elements of constructing and maintaining adaptive learning. Questions were then constructed to make the decision of whether to implement adaptive learning into teaching and learning practices.

This academic commentary reflects on the implementation of asynchronous learning adaptive technologies in both the UK and Vietnam, specifically exploring the use of a “mastery path” and “computerised adaptive testing” to enhance student understanding.

Climate hazards in the form of cyclones are projected to become more intense under the pressures of future climate change. These changes represent a growing hazard to low lying coastal cities like Beira, Mozambique. In 2019, Beira experienced the devastating impact of Cyclone Idai. One of the many impacts resulting from this Cyclone was disrupted drinking water access. This investigation explores the distribution of Cyclone Idai’s impact on drinking water access via an environmental justice lens, exploring how preexisting water access characteristics may have predisposed households to the impacts of Cyclone Idai in Beria.

Relying on household survey data collected in Beira, the investigation applied a decision tree algorithm to investigate how drinking water disruption was distributed across the household survey sample using these preexisting vulnerabilities.

The investigation found that households that mainly relied upon piped water sources and experienced inconsistent access to water in the year prior to Cyclone Idai were more likely to experience disrupted drinking water access immediately after Cyclone Idai. The results indicate that residents in formal areas of Beira, largely reliant upon piped water supply, experienced higher rates of disrupted drinking water access following Cyclone Idai.

These findings question a commonly held assumption that informal areas are more vulnerable to climate hazards, like cyclones, than formal areas of a city. The findings support the inclusion of informal settlements in the design of climate change adaptation strategies.

Time of flight (ToF) imaging is a promising emerging technology for the purposes of crop identification. This paper aim to presents localization system for identifying and localizing asparagus in the field based on point clouds from ToF imaging. Since the semantics are not included in the point cloud, it contains the geometric information of other objects such as stones and weeds other than asparagus spears. An approach is required for extracting the spear information so that a robotic system can be used for harvesting.

A real-time convolutional neural network (CNN)-based method is used for filtering the point cloud generated by a ToF camera, allowing subsequent processing methods to operate over smaller and more information-dense data sets, resulting in reduced processing time. The segmented point cloud can then be split into clusters of points representing each individual spear. Geometric filters are developed to eliminate the non-asparagus points in each cluster so that each spear can be modelled and localized. The spear information can then be used for harvesting decisions.

The localization system is integrated into a robotic harvesting prototype system. Several field trials have been conducted with satisfactory performance. The identification of a spear from the point cloud is the key to successful localization. Segmentation and clustering points into individual spears are two major failures for future improvements.

Most crop localizations in agricultural robotic applications using ToF imaging technology are implemented in a very controlled environment, such as a greenhouse. The target crop and the robotic system are stationary during the localization process. The novel proposed method for asparagus localization has been tested in outdoor farms and integrated with a robotic harvesting platform. Asparagus detection and localization are achieved in real time on a continuously moving robotic platform in a cluttered and unstructured environment.

The outbreak of COVID-19 has caused a slowdown of economic activity across the globe, which has resulted in high levels of disruption to labour markets. This study seeks to examine how the outbreak of COVID-19 has impacted the search strategies of students seeking for an internship, and whether these have changed since the start of the pandemic. The study utilises the strength of weak ties hypothesis, social capital theory and status attainment theory to explore the changes in securing a position since the outbreak of COVID-19.

This study draws on data from two cohorts of MBA students seeking to secure internships: one before the outbreak and one during. A multinomial regression is employed to examine how students have used network ties to secure internships and how this has changed since the outbreak of COVID-19.

The multinomial regression results indicate that there was little difference in the strategies employed by students before the crisis compared to those that secured them during, potentially indicating that students are unwilling to deviate from typical job search strategies, especially in times of uncertainty.

This study provides insights into how network ties are used by job seekers during a period of economic and environmental uncertainty.

This chapter will develop an understanding of what the logical conclusion of having English football clubs primarily existing as businesses: namely, those instances where clubs are treated not as community institutions but as any other business with set assets that can be disposed of at a profit. There is an unfortunate history of clubs being owned based on the value of the assets they possess (such as their stadium or training), a trend that has only seemed to accelerate in recent decades. The various forms asset stripping takes can be explored by examining what happened to clubs like Blackpool FC and Wimbledon FC, as well as many others. This chapter is an exploration of what happens when the entity that fans assume is something more than a business is dismantled for profit, the harshest of reality checks, and a reminder that football clubs in these contexts are little more than business assets.

People donate to charities with the aim of improving society. Yet, many charities fail to use donations efficiently or have ineffective interventions. The authors explore the strategic operational priorities and processes that enable charities to efficiently implement their interventions and have a positive impact on society.

The authors first review the literature on charities to gain a deeper understanding of the current state of knowledge on charity operations. The authors then employ the lens of paradox theory and perform a qualitative investigation of six case studies to explore various aspects of the operations of charities that are known for being cost-effective.

The authors reveal how the strategic operational decisions of charities, as well as the processes they implement, help them resolve the tensions arising from the cost-effectiveness paradox. The authors show that cost-effective charities make strategic operational decisions that help maintain two diverging priorities: prioritizing the status quo and prioritizing change in how they deliver value. Another set of strategic decisions helps balance these two diverging priorities. The authors then show how these charities create and then maintain cost-effective operations.

The authors address recent calls for research on non-profit organizations in the field of operations management. To authors’ knowledge, it is the first in-depth study of exemplary charity operations. The results can be used by charity executives as a benchmarking tool when they develop and implement their charitable interventions and by government agencies and potential donors when they select charities for their donations. Finally, the results should have implications for other organizations trying to have a positive societal impact.

This paper investigates the interplay between consequences in restorative practices (RP) and the synergies with responsive classroom, particularly in international schools. Addressing critics who deem RP a “soft option”, the study defines “restorative consequences” within the RP framework. It analyses literature and three school policies, focusing on international school needs. Emphasising the importance of accountability, the paper explores the role of logical consequences in preventing perceived permissiveness. By comparing RP and Responsive Classroom, it seeks to guide school leaders in aligning transformative change with their vision and values. This paper aims to enhance understanding, offer practical insights and address challenges in RP implementation.

This research delves into the relationship between RP and consequences in international schools, addressing concerns about RP’s perceived lack of accountability. It defines “restorative consequences” within the RP framework, examining RP integration into school policies. Through a literature review and analysis of three RP policies, the study extracts insights for international schools, emphasising the role of logical consequences in preventing perceived permissiveness. In addition, a comparative evaluation of responsive classroom and RP identifies effective models for transformative change. The research aims to empower international school leaders with informed decision-making, offering insights into challenges and strategies for effective RP implementation in alignment with institutional values.

In delving into the positive discipline approach advocated by responsive classroom, it becomes evident that there exists a potential synergy between various disciplinary systems. Emphasising logical consequences as a pivotal component in school behaviour policies, it is crucial to apply them through the lens of social discipline window (SDW), specifically the “with” approach, incorporating both high levels of support and accountability. Recognizing this dynamic is essential as the authors endeavour to construct effective policies that not only align with responsive classroom values and methods but also prove practical in real-world application. Furthermore, within the international context, responsive classroom has demonstrated its ability to address the social and emotional needs of third culture kids. This revelation presents compelling grounds for the adoption of responsive classroom in international schools contemplating systemic transformations.

The study acknowledges limitations stemming from the reviewed RP policies, primarily the exceptional one derived from a large, well-supported school district, which may not be universally applicable, especially in diverse international schools. The potential for reputational damage to RP exists if policies lack comprehensive detailing and troubleshooting for varied classroom scenarios. Teacher testimonials carry significant weight, necessitating greater involvement in RP training and research. International schools face unique challenges in achieving staff “buy-in”, requiring culturally responsive training to overcome Western-centric perceptions. The clash of RP with authoritarian cultures poses challenges, emphasising the need for clear values.

While the exemplary RP policy reviewed is from a large, well-supported school district, this may not apply universally, particularly in international schools with diverse affiliations. To safeguard RP’s reputation, detailed policies addressing classroom nuances are crucial. Recognising the influence of teacher testimonials and involving educators in RP training and research is pivotal. International schools face a unique challenge in ensuring staff alignment with RP, requiring culturally responsive training to dispel Western-centric perceptions. Acknowledging RP’s clash with authoritarian cultures, schools must establish clear values. Drawing from educational theorists, future RP research should explicitly explore the consequences–RP relationship, enhancing the understanding of the SDW

The research’s social implications emphasise the need for transparent and detailed RP policies to prevent reputational damage and rejection. Recognising the influence of teacher testimonials, active involvement of educators in RP training is crucial. For international schools, culturally responsive training is vital to overcome Western-centric perceptions and ensure staff alignment. The study underscores the challenge of RP conflicting with authoritarian cultures, emphasising the importance of clear values. Furthermore, it advocates for a nuanced dialogue on the consequences–RP relationship to enhance understanding within the SDW. These implications stress context-specific and inclusive approaches for effective RP implementation in diverse educational settings.

The research offers significant originality by addressing the underdeveloped literature on the role of RP in international schools. It contributes novel insights by defining “restorative consequences” within the RP framework and examining the interplay between consequences and RP in school policies. The comparative evaluation of Responsive Classroom and RP adds a distinctive dimension, guiding international school leaders in transformative decision-making. Moreover, the study advocates for a culturally responsive approach, challenging Western-centric perceptions. This unique focus on consequences, accountability and cultural considerations positions the research as a pioneering contribution, offering valuable perspectives for effective RP implementation and policymaking in diverse educational settings.

COVID-19 disrupted the usual way of working for many people across the globe, making full-time work from home and hybrid models two popular work arrangements. Despite the proliferation and high acceptance of the hybrid model, very little research has focused on the same. This study aims to compare the impact of transitions caused by remote work on work disengagement under two settings: remote work and hybrid model.

The data is collected from three corporate hubs in India: Hyderabad, Gurgaon and Bangalore. This study’s respondents represent two working models: full-time work from home and a hybrid model. Responses were collected using Google forms-based questionnaire, which resulted in the following usable responses: 356 (hybrid) and 398 (work from home).

The findings reveal that the structural model for the hybrid sector explained 11% of the variance in work disengagement, while the same for work from home model accounted for 20% of the variance in work disengagement. The authors also tested for the moderation of individual resilience between work-home and home-to-work conflicts and home-to-work transitions and work-to-home conflict under full-time work-from and hybrid models. Based on 356 respondents from hybrid category and 398 from work from home, the study found that employees experience less work-to-home and home-to-work conflicts in the hybrid model and employees experience more work-to-home and home-to-work conflicts in the full-time work from home model.

The study is also the first to examine the moderating role of individual resilience as a tool to bounce back and handle conflicts. As the full-time work from home model leads to more work-to-home and home-to-work conflicts, individuals have more scope to exhibit resilience, and thus, the moderating relationship is stronger in the full-time work from home model. The paper offers theoretical and managerial implications.