Amid the relentless grip of the COVID-19 pandemic, sustainability has emerged as a paramount concern across global economies. As businesses grapple with unprecedented challenges, the imperative for sustainable practices in corporate finance becomes increasingly evident. Throughout this crisis, companies have faced staggering financial strains, with diminished turnovers and escalating operational costs pushing many to the brink of collapse. In response, governments worldwide have provided vital support, albeit often insufficient, underscoring the necessity for sustainable mechanisms of intervention. Central to this discourse is an examination of how companies have adapted their financing policies amidst the pandemic’s tumult. Government-backed credit facilities have served as a critical lifeline for numerous businesses, emphasizing the need for sustainable financial instruments readily deployable in times of crisis. Concurrently, moratoriums on existing credit obligations have offered temporary relief, albeit with looming concerns regarding heightened corporate indebtedness. Moreover, the pandemic’s aftermath has witnessed a pronounced uptick in corporate borrowing, compounded by surging interest rates. This confluence underscores the exigency for companies to adopt sustainable financial strategies, mindful not only of short-term exigencies but also the enduring ramifications on financial stability. In navigating these challenges, a holistic approach to sustainability is imperative. Governments must ensure robust support mechanisms, while companies must proactively seek sustainable financing solutions. Concurrently, stakeholders must meticulously weigh the long-term repercussions of financial policy adjustments, thereby fortifying corporate resilience against future crises while safeguarding the stability of the global economy. In essence, the COVID-19 pandemic has underscored the critical imperative for sustainability in corporate finance. By heeding this call and embracing sustainable practices, businesses can navigate crises with greater resilience, ensuring not only their survival but also the enduring stability of the economic landscape.

Increasing levels of everyday cycling has many benefits for both individuals and for cities. Reduced traffic congestion, improved air quality and safer spaces for all vulnerable road users are among the significant benefits for urban developments. Despite this, public opposition to cycling infrastructure is common, particularly when it involves reprioritising road space for cycles instead of vehicles. The purpose of the research was to examine various stakeholders’ perspectives on proposed cycle infrastructure projects. This study utilised an innovative data collection approach through detailed content analysis of 322 public consultation submissions on a proposed active travel scheme in Limerick City, Ireland. By categorising submissions into support, opposition, and proposals, the study reveals the nuanced public perceptions that influence behavioural adaptation and acceptance of sustainable transport infrastructure. Supportive submissions, which outnumbered opposition-related submissions by approximately 2:1, emphasised the need for dedicated cycling infrastructure, enhanced cyclist safety, and potential improvements in environmental conditions. In contrast, opposition submissions focused on concerns over car parking removal, decreased accessibility for residents, and safety issues for vulnerable populations, particularly the elderly. Proposal submissions suggested design modifications, including enhanced safety features, provisions for convenient car parking, and alternative cycle routes. This paper highlights the value of structured public consultation data in uncovering behavioural determinants and barriers to cycling infrastructure adoption, offering policymakers essential insights into managing public opposition and fostering support. The methodology demonstrates how qualitative data from consultations can be effectively used to inform policy by capturing community-specific needs and enhancing the design of sustainable urban mobility systems. These findings underscore the need for innovative, inclusive data collection methods that reveal public sentiment, facilitating evidence-based transport policies that support climate-neutral mobility.

The purpose of Vehicular Ad Hoc Network (VANET) is to provide users with better information services through effective communication. For this purpose, IEEE 802.11p proposes a protocol standard based on enhanced distributed channel access (EDCA) contention. In this standard, the backoff algorithm randomly adopts a lower bound of the contention window (CW) that is always fixed at zero. The problem that arises is that in severe network congestion, the backoff process will choose a smaller value to start backoff, thereby increasing conflicts and congestion. The objective of this paper is to solve this unbalanced backoff interval problem in saturation vehicles and this paper proposes a method that is a deep neural network Q-learning-based channel access algorithm (DQL-CSCA), which adjusts backoff with a deep neural network Q-learning algorithm according to vehicle density. Network simulation is conducted using NS3, the proposed algorithm is compared with the CSCA algorithm. The find is that DQL-CSCA can better reduce EDCA collisions.

Housing is one of the most significant components of sustainable development; hence, the need to come up with sustainable housing solutions. Nevertheless, the sales of houses are steadily falling due to the unaffordability of houses to many people. Based on the expanded community acceptance model, this research examines the relationships between sustainable housing and quality of life with the moderating factors of knowledge, technology, and innovation in Shenzhen. Additionally, it aims to delineate the principal dimensions influencing quality of life. The study employs purposive sampling and gathers data from residents of Shenzhen via a Tencent-distributed survey. Analysis was conducted using Smart Partial Least Squares (PLS) 4.0. Results indicate a positive correlation between economic sustainability in housing and quality of life. Contrarily, the social and environmental aspects exhibited negligible impacts on quality of life. Knowledge, technology, and innovation were identified as significant moderators in the correlation among all three sustainable housing dimensions and quality of life. The findings are anticipated to enhance understanding of the perceived impacts of sustainable housing on quality of life in Shenzhen and elucidate the role of knowledge, technology, and innovation in fostering this development.

Studies show that Fourth Industrial Revolution (4IR) technologies can enhance compliance with COVID-19 guidelines within the parties in the construction industry in the future and mitigate job loss. It implies that mitigating job loss improves the achievement of Sustainable Development Goal 1 (SDG 1) (eliminate poverty). There is a paucity of literature concerning 4IR technologies application and COVID-19 impact on South Africa’s construction industry. Thus, this paper investigates the impacts of the pandemic on the sector and the roles of digital technologies in mitigating job loss in future pandemics. Data were collected via virtual semi-structured interviews. The participants proffered unexplored insights into the impact of the pandemic on the sector and the possible roles that 4IR technology can play in mitigating the spread of the virus within the sector. Findings show that the sector was hit, especially the low-income earners, threatens to achieve Goal 1, despite government institutions’ intervention, such as economic support programmes, health and safety guidelines awareness, and medical facilities. Findings group the emerged impacts into health and safety, environmental, economic, productivity, social, and legal and insurance issues in South Africa. The study shows that technology can be advantageous to improving achieving Goal 1 in a pandemic era due to limited job loss.

The goal of this study is to examine how external prestige (PEP) affects workplace deviations, which are mediated by job satisfaction. The study’s sample consisted of 310 respondents who work in the hospitality industry in Nigeria, and data was collected using the purposive sampling method. Structural Equation Model (SEM) tests were performed. According to the study’s findings, job satisfaction is positively influenced by PEP, but it has a negative impact on deviant conduct in the workplace. It is clear that job satisfaction plays a detrimental role in mediating the harmful impacts of perceived external status on deviant behavior at work.