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The COVID-19 pandemic implied a disruption of several consumer practices, which offers an opportunity to explore experiences and possibilities to switch toward more sustainable lifestyles with reduced consumption. This article asks if there is long-term transformative potential toward more sustainable and climate friendly consumption practices embedded in these new experiences. By the use of qualitative interviews, the article explores learning experiences gained by "mainstream” consumers in Sweden and Ireland. A theoretical framework consisting of five themes, also related to previous COVID-19 research, guide the analysis of empirical findings: 1) desired objects;2) confirmation of social relations by non- or alternative consumption;3) temporal and spatial aspects;4) de-normalization of mass consumption;5) new competences and social support. Findings suggest that the long-term lifestyle transformation possibilities are not vast, but neither are they insignificant. Various positive experiences, with implications for reduced/alternative consumption, can be stored in collective memories even if several consumer practices bounce back to "normal” after the pandemic. Based on the findings, the long-term transformative potential is discussed through the lenses of transformative learning, reflectivity, and adaptative abilities. The study contributes to the literature on sustainable and reduced consumption, including literature on degrowth, sufficiency, and downsizing. Copyright © 2022 Boström, Römmelmann and Sandström.
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A global pandemic affected the type and place of work in several ways. For coworking places it caused disruptions according to direct (e.g. measures) and indirect (e.g. urban outmigration) reasons. The present chapter focuses on how coworking places in Hungary choose different adaptation strategies to deal with the unprecedented challenge that COVID-19 accounted for. It gives insight into the Hungarian pandemic situation between 2020 and 2022, identifying restrictions and no state financial aid whatsoever which determined the playing field for coworking places. The chapter contains different sections related to the outbreak and the Hungarian coworking landscape as well as coping strategies these alternative workspaces relied on to survive the first two years of the pandemic: location change, size reduction, change of function, and relying on informal networks are the identified ones. © 2023, The Author(s).
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Online learning has gained a tremendous popularity in the last decade due to the facility to learn anytime, anything, anywhere from the ocean of web resources available. Especially the lockdown all over the world due to the Covid-19 pandemic has brought an enormous attention towards the online learning for value addition and skills development not only for the school/college students, but also to the working professionals. This massive growth in online learning has made the task of assessment very tedious and demands training, experience and resources. Automatic Question generation (AQG) techniques have been introduced to resolve this problem by deriving a question bank from the text documents. However, the performance of conventional AQG techniques is subject to the availability of large labelled training dataset. The requirement of deep linguistic knowledge for the generation of heuristic and hand-crafted rules to transform declarative sentence into interrogative sentence makes the problem further complicated. This paper presents a transfer learning-based text to text transformation model to generate the subjective and objective questions automatically from the text document. The proposed AQG model utilizes the Text-to-Text-Transfer-Transformer (T5) which reframes natural language processing tasks into a unified text-to-text-format and augments it with word sense disambiguation (WSD), ConceptNet and domain adaptation framework to improve the meaningfulness of the questions. Fast T5 library with beam-search decoding algorithm has been used here to reduce the model size and increase the speed of the model through quantization of the whole model by Open Neural Network Exchange (ONNX) framework. The keywords extraction in the proposed framework is performed using the Multipartite graphs to enhance the context awareness. The qualitative and quantitative performance of the proposed AQG model is evaluated through a comprehensive experimental analysis over the publicly available Squad dataset. © 2023, International Journal of Advanced Computer Science and Applications. All Rights Reserved.
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This book focuses on understanding biomimetic architecture and its role as a sustainable design tool. It presents the role of biomimicry in mitigation and adaptation to climate change and examines how biomimetic architecture can provide healthy solutions to limit the spread of COVID-19 in buildings and cities. Coverage includes global examples of biomimetic approaches and buildings, an evaluation of the performance of biomimicry applications in architecture to illustrate best practices, and an exploration of how nature can offer inspiration in building design to conserve resources and save energy use as well as curb carbon emissions - a reaffirmed goal of COP 26 and an outcome of Glasgow Climate Pact. Finally, the book presents guidelines to enhance urban areas and healthier spaces in buildings to meet COVID-19 social distance regulations and beyond. • Examines global applications of biomimicry in architecture;• Highlights the importance of biomimicry in driving livability in cities and buildings;• Explores the role of biomimetic architecture in mitigating climate change. "The line of argument developed is highly relevant to the present, in addition to being original and pertinent to research on urban regeneration, especially in regard to the exploration of the use of biomimicry architecture in response to changing urban demands.” -Alessandra Battisti, Ph.D., Professor of Architecture, University of Rome La Sapienza. © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022.
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Following the success of 2014, 2016, 2018, and 2021 International Conference on Science & Technology Applications in Climate Change (STACLIM), the Institute of Climate Change (IPI), Universiti Kebangsaan Malaysia (UKM) is proud to extend our promotion of research and education for the advancement of climate change studies. The 2022 International Conference on Science & Technology Applications in Climate Change (STACLIM 2022) with the theme "Climate change mitigation action through the lens of science and technology” is the fifth in the series of conferences organized by IPI. This year the conference was carried out in virtual form through the Webex platform (29 – 30 November 2022) due to the COVID-19 travel restriction. Through the virtual form, the science community is able to share their research findings in time.The aim of this conference is to bring together researchers in fields of Environmental Science, Health Sustainability, Mathematics, Sustainable Energy, Economic Sustainability, Socio-Cultural Studies, Social Science, Atmospheric Science, and related fields, to present their research findings as well as create new opportunities for future research collaborations. This event is envisaged to witness active participation from various eminent environmental and earth scientists, engineers and students from academia, industry and government sectors for addressing complications associated with climate change and to draw forth novel and ground-breaking initiatives and solutions for climate resilience.The plenary sessions in the main room were opened by two keynote speeches from leading experts including Prof. Dr. Lisa Stein from University of Alberta, Canada on "Microbial Solutions to Mitigating Climate Change”, Prof. Dr. Haruko Kurihara from University of Ryukyus, Japan, on "Ocean acidification impacts on marine ecosystem and its potential mitigation solutions”. As the keynote session was open for public registration, we had participants joining the event. It was then followed by the invited speaker sessions consisting of Prof. Dr. Fredolin Tangang (UKM), Assoc. Prof. Dr. Rawshan Ara Begum (Macquarie University, Australia), Dr. Shantanu Kumar Pani (National Central University, Taiwan) and Mr. Saud Aldrees (University of Oxford, England). The program was then continued with oral presentation of 72 papers in 3 parallel breakout rooms. Each presenter was given up to 15 mins for presentation and Q&A sessions. There were additional 13 non-presenters who joined in during the presentation session. Presenters and participants have attended the conference from their respective countries including Malaysia, Indonesia, Philippines, USA, China, Saudi Arabia, Iraq, Algeria, India, and Ukraine.The conference went well with great support and synergy of the staff and personnel from Institute of Climate Change, UKM. To document and promulgate the research findings and ideas shared, we are very pleased to publish the accepted research papers of STACLIM 2022 in IOP Conference Series: Earth and Environmental Science (EES).The EditorsList of Organizing Committee is available in this Pdf.
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Accessible, high-quality seed is vital to the agricultural, food, and nutrition sovereignty needed for justice-based sustainable development. Multiregion, interdisciplinary research on farmers' seed systems (FSS) can complement case-based and thematic approaches.This study's goals are to (1) provide a synthetic overview of current major FSS concepts;(2) design and evaluate a novel social- and political-ecological model of FSS using globally representative data from mountain agricultural areas of Africa, Asia, and Latin America;(3) model and evaluate FSS relations to socioeconomic, political, and environmental factors including main food crops (rice, wheat, maize, potato, and common bean);(4) generate new spatial, geographic, and demographic estimates;and (5) strengthen FSS for justice-based sustainable development of agriculture, land use, and food systems. The conceptual framework of FSS-related factors guided the global modeling of data from 11 countries in Africa, Asia, and Latin America. A multiple regression model explained FSS utilization (R2 1/4 0.53, P < 0.0001), specifying the significant inverse relations to mean farm area (strong), per-capita Gross Domestic Product at the district level (strong), and urban distance (moderate). FSS showed strong positive relations to aridity and topographic ruggedness. FSS were positively related to elevation in a 5-country Andean subsample. Results estimated FSS utilization by 136 million farmers within the 11 countries. Novel insights to strengthen FSS policies and programs are the importance of FSS to extremely small farm-area subgroups and other distinct FSS stakeholders, global-region geopolitical distinctness of FSS-farm area relations, multidistrict FSS concentrations that enable extralocal FSS spatial connectivity, FSS capacities in climate-change hot spots, and high FSS encompassing periurban areas. Policy-relevant results on global geographic and demographic extensiveness of FSS and key spatial, socioeconomic, political, and environment relations demonstrate that globally FSS are key to supporting agrobiodiversity, agroecology, nutrition, and the sustainability of food systems. These advise strengthening FSS through pro-poor and linked urban-rural policies at regional scales in addition to expanding local initiatives.
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Introduction. Since March 2020, the introduction of a self-isolation regime and significant restrictions on personal contacts at work and school in connection with the COVID-19 pandemic has led to an expansion of the introduction of information technologies and a sharp restriction of direct interpersonal communication. The introduction of these restrictions has had a stressful effect on the body of both workers and students of various age groups, including young people. For a successful analysis of the impact of COVID-19 restrictions on the psychophysiological state of these categories of young workers and students, it seems appropriate to assess the state of maladaptation, self-assessment of nervous and somatic well-being. The study aims to assess the impact on the adaptive psychophysiological parameters of young trade workers and students of the changed working and study conditions against the background of the COVID–19 epidemic situation (self-isolation). Materials and methods. The object of the study was two groups of people who have a wide range of communication with colleagues and people around them, but differ in the content of their activities: students and trade workers. Scientists have conducted the study in two stages: before the pandemic (2013) and during the pandemic (December 2020) due to drastic changes in the algorithm of existence and work/study. We have examined 119 students aged 20–24 years (RGSU). There were 61 people at the first stage of the study (2013), there were 58 people at the second stage (2020, December). The second group (trade workers): 66 people aged 20–29 years. At the first stage of the study (2013), 34 people were included, at the second stage — 32 people. Experts have carried out the assessment of the psychophysiological parameters of the examined according to the questionnaire of neuropsychiatric maladjustment (ONPD). The condition for inclusion in the groups in 2020–2021 is the absence of a history of transferred COVID-19. Results. During the tense epidemic situation (2019-2021), against the background of the spread of COVID-19 and forced self-isolation of all population groups, the lifestyle has radically changed. Face-to-face communication has been minimized, but communication using information technology in all spheres of life (daily life, study, work) has increased dramatically. The researchers found that among the surveyed population groups (students and sales workers), the spread of signs of mental discomfort increased. Limitations. The study was limited to a sample of age groups: 20–24 years for students, 20–29 years for trade workers (in both periods). Conclusion. The calculation of the odds ratio (OR) allowed us to establish with a high degree of confidence that signs of mental discomfort, including asthenic and depressive signals, were significantly more often recorded during the period of self-isolation in both study groups: for students who are on distance learning (December 2020 compared to 2013): the coefficient of OR=5.4, (χ2=14.7;p<0.001);for sales workers: coefficient OR=15.0;(χ2=9.5;p<0.001). Ethics. Questions whose content does not meet ethical standards were not included in the study, as a result of which the conclusion of the biomedical ethics committee or other documents was not required. © 2023, Izmerov Research Institute of Occupational Medicine. All rights reserved.
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This study aims to find out how Sama Bajo fishermen adapt to the seasonal moonson and environmental changes in the midst of the Corona Virus Desease (Covid-19) outbreak. The research conducted in one of the villages in the Salabangka Archipelago, precisely on Paku Island which is one of the largest islands in the Salabangka archipelago of Central Sulawesi Province, Indonesia. The study utilyzed the principle of a livelihood approaches. The adaptation strategies observed include;livelihood diversification, business intensification, utilization of social networks, asset sales and mortgages. The results showed that some of Sama Bajo fishermen carried out adaptation strategies, several livelihood adaptation strategies that were previously quite effective in overcoming the decline in income due to seasonal changes, currently could not be fully relied to tackle stress and shock. The development of several multinational mining investment activities on land has also resulted in pollution that affects the loss of seaweed cultivation which was previously become the mainstay of fishermen in times of famine. This situation has caused some Sama Bajo fishermen, especially the younger generation who have studied up to university to consider trying new livelihoods on land that were previously rarely done by Bajo fishermen. © 2023 WITPress. All rights reserved.
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Aim: This study is conducted to know the psychological impact of e learning among the students. Background(s): From the time of very first beginning of civilization to modern days before corona pandemic situation, most of the students of India are very much used to with the offline mode of learning. But now the situation is changed totally. They are getting themselves adapted to the online mode of learning as per need of time. In this changed scenario they are totally disconnected from their usual life with frames schools teachers and society. This situation wreaks havoc to their psychology. Methodology: This study is conducted with primary data in form of online survey. It was conducted with a pre formed questionnaire. 428 responses were collected for the present study. With advanced Excel software statistical analysis done. Outcome(s): Results show that students have shown negative impression on online learning and still they are not ready totally psychologically. Still positive answers show neck to neck result, which signifies increasing interest towards e learning. More practices and awareness required before further implementation.Copyright © 2020 Ubiquity Press. All rights reserved.
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The delivery of environment and sustainability education in pre-service teacher programmes was challenged due to the COVID-19 pandemic and lockdown conditions. In this chapter, we examine our histories and experiences as three academics adapting environment and sustainability education during forced remote learning. While there is research regarding remote learning, an examination of the unique circumstances that transpired when shifting to forced remote learning conditions during a pandemic is necessary. Using collaborative autoethnography, we explore meaning making and how we adapted our thinking and delivery from outdoor experiential activities to remote learning activities whilst trying to create meaningful experiences for our students who were restricted in their environments. Drawing on Yuval-Davis' theory of situated intersectionality, we recognise that adapting to forced remote learning gave us an opportunity to lean on each other for support despite the various academic stages we occupied. Our diverse histories and experiences re-emerged in a collective and yet different learning space. The situated intersectionality of our collaboration and the physicality of our present locations enhanced how we learnt and worked together by deepening our own understanding and practices. © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022.
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Psychological adaptation in isolated, confined, and extreme environments plays an important role in the achievement of performance and wellbeing. Whereas empirical research has been fruitful in determining the antecedents of psychological adaptation, opportunities remain to identify and apply new constructs through which psychological adaptation can grow. In the current study, we explored the possibility that one such construct is individual self-leadership. Participants were eight Antarctic scientists enrolled in the 2021–2022 summer campaign in the South Shetland Islands, under considerable COVID-19 restrictions during that period. Data were collected on three occasions and analysed through a mixed-method approach where qualitative and quantitative evidence were integrated. Overall, the results indicated that the self-imposed quarantine pre-deployment period in Punta Arenas had a heavy toll on expeditioners mental health, with the psychological adaptation and self-leadership of expeditioners being positively correlated across the campaign. The implications of our findings, as well possible future research directions, are discussed. © 2023 Informa UK Limited, trading as Taylor & Francis Group.
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COVID-19 has meant that, globally, people, organisations and governments have had to make huge changes in life and work. The aim of this study is to explore the impact of working during the first wave of COVID-19 on Admiral Nurse practice (specialists in dementia care who support families affected by dementia). Semi-structured interviews were used to gather data from 19 Admiral Nurses. Themes drawn from the data show that Admiral Nurses experienced an immediate sense of impotence and helplessness, and, from there, moved through a process of adaptation to reach a new level of competence. This research provides insight into the experiences of Admiral Nurses and their adaptability in extraordinary circumstances.
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The tourism and hospitality sectors all over the world have been somewhat decimated by the COVID-19 pandemic. However, there are still many hotels operating today despite the calamity. Given the complexity and unpredictability of the hotel industry environment, this study enhanced the Crafting Strategy (CS) notion by adding the experimenting dimension and provides empirical support for the enhanced CS capability to predict hotel resilience, which are the novelties of this study. This study explained the relationship between CS, planned resilience (PR), reactive resilience (RR), and resilience outcomes (RO). A mixed methods analysis was used to analyze data from 150 hotel senior managers in Bali Island, the hardest hit tourist destination in Indonesia. The result revealed that experimenting is indeed a strong contributor to CS. Furthermore, CS shows a positive and significant impact to PR and RR. PR also has a strong influence on RR and the relationship between PR and RO (recoverability, adaptation, and innovation) is mediated by RR. Positive impacts of recoverability and adaptation on financial performance were also shown. In conclusion, hotels need to build and strengthen both their PR, and RR as they are equally important for the RO that is crucial for sustainability.
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The World Health Organization (WHO) officially announced COVID-19 as a global pandemic in March 2020 which in effect transformed the society, economy, the politics and indeed our everyday life. Such a transformation of power geometries across all manner of spaces and their geographies disrupted the finite balance and wellbeing and continues to displace norms of equanimity, sanity, and hope amidst the catalogue of errors, blunders and inactivity. In India the first COVID-19 case was registered on January 30, 2020. The response of 29 States and 7 Union Territories of India has varied depending on their health, community, law and order and legislative infrastructure. This chapter will attempt to situate an analysis of coronavirus pandemic within the demographic transition framework of India. We examine the critical role of civil societies across the states, divergence of policies and practices relating to social distancing, contact tracing, and differential Public Health Agency infrastructures in operation across the States of India. What began as a stigma, followed by populist rhetoric quickly faded into intense struggle for survival even as oxygen, essential medicines and of course hospital beds became a premium in the most affluent parts of any given city. The grim reaper became a great leveller cutting across socially constructed boundaries of class, gender, age, caste and religion. The management of this pandemic and the established protocols for treatment remain tentative even as we learn lessons from yet another mutant strain. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2022.
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COVID-19 crisis has led to an outburst of information that needs to be organized, validated, and made available to the seekers. Despite the rapid growth and success of BERT models in the last 3 years, COVID QA is a difficult task due to the lack of applicable datasets and a relevant language representation. Therefore, this study proposes a transformer-based Question Answering (QA) model for COVID-19 questions from the biomedical domain. Further, explored several datasets, and models required for question type prediction, no-Answer prediction, and answer extraction and transfer learning strategies. It has been demonstrated that the exact match score can be significantly improved with limited amounts of training data from the biomedical domain. Finally, the findings of the study have been summarized as Factoid QA Finetuning Framework (FQFF), which can provide initial direction for domain-specific QA tasks with a limited amount of data. © 2023 IEEE.
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Social needs arising from the occurrence of global threats prompt researchers from various fields to look for innovative solutions that are friendly to society. The COVID-19 pandemic was a global experience so strong that it influenced many social processes, enabling natural experiments to be conducted that provided new knowledge about human behavior. One of the greatest impacts of lockdowns was observed in the case of tourist activity. National parks are highly desirable destinations for tourists and are able to attract large numbers of visitors. Tourism inside national parks has shown systematic growth, driven not only by the desire to be close to nature and to seek aesthetically pleasing experiences, but also by the need for relaxation and for participation in outdoor sports. Even during the COVID-19 pandemic, visitor numbers to national parks did not decline, despite their temporary closure in 2020. The article presents the result of empirical research conducted in 2021 on tourists to selected national mountain parks. The research aimed to explore visitors' motives for visiting the parks, as well as types of behaviour and the opinions of tourists regarding the restrictions placed on tourism in certain national parks. Analysis was also conducted of tourists' attitudes towards restrictions on access to parks due to formal legal regulations, limitations caused by the COVID-19 pandemic, as well as the potential to recompense for these needs by replacing them with alternatives behaviors in tourists' place of residence in the form of open social innovations. It was found, based on the opinions of tourists, that they visited national parks during the pandemic mainly for recreational and health purposes. Motivation to explore and admire nature or local culture was ranked third. On the other hand, the most frequently mentioned substitute of limited access to the national park was visiting nearby forests, meadows and city parks. The research allowed to notice the need to develop innovative solutions conducive to the psychological comfort of a community deprived of the possibility of mutual contact.
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BACKGROUND: The COVID-19 pandemic had a major impact on healthcare systems around the world, and lack of resources, lack of adequate preparedness and infection control equipment have been highlighted as common challenges. Healthcare managers' capacity to adapt to the challenges brought by the COVID-19 pandemic is crucial to ensure safe and high-quality care during a crisis. There is a lack of research on how these adaptations are made at different levels of the homecare services system and how the local context influences the managerial strategies applied in response to a healthcare crisis. This study explores the role of local context for managers' experiences and strategies in homecare services during the COVID-19 pandemic. METHODS: A qualitative multiple case study in four municipalities with different geographic locations (centralized and decentralized) across Norway. A review of contingency plans was performed, and 21 managers were interviewed individually during the period March to September 2021. All interviews were conducted digitally using a semi-structured interview guide, and data was subjected to inductive thematic analysis. RESULTS: The analysis revealed variations in managers' strategies related to the size and geographical location of the homecare services. The opportunities to apply different strategies varied among the municipalities. To ensure adequate staffing, managers collaborated, reorganized, and reallocated resources within their local health system. New guidelines, routines and infection control measures were developed and implemented in the absence of adequate preparedness plans and modified according to the local context. Supportive and present leadership in addition to collaboration and coordination across national, regional, and local levels were highlighted as key factors in all municipalities. CONCLUSION: Managers who designed new and adaptive strategies to respond to the COVID-19 pandemic were central in ensuring high-quality Norwegian homecare services. To ensure transferability, national guidelines and measures must be context-dependent or -sensitive and must accommodate flexibility at all levels in a local healthcare service system.
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COVID-19 , Home Care Services , Humans , COVID-19/epidemiology , Pandemics , Delivery of Health Care , Health Services , Qualitative ResearchABSTRACT
Introduction: Coronaviruses (CoVs) are naturally found in bats and can occasionally cause infection and transmission in humans and other mammals. Our study aimed to build a deep learning (DL) method to predict the adaptation of bat CoVs to other mammals. Methods: The CoV genome was represented with a method of dinucleotide composition representation (DCR) for the two main viral genes, ORF1ab and Spike. DCR features were first analyzed for their distribution among adaptive hosts and then trained with a DL classifier of convolutional neural networks (CNN) to predict the adaptation of bat CoVs. Results and discussion: The results demonstrated inter-host separation and intra-host clustering of DCR-represented CoVs for six host types: Artiodactyla, Carnivora, Chiroptera, Primates, Rodentia/Lagomorpha, and Suiformes. The DCR-based CNN with five host labels (without Chiroptera) predicted a dominant adaptation of bat CoVs to Artiodactyla hosts, then to Carnivora and Rodentia/Lagomorpha mammals, and later to primates. Moreover, a linear asymptotic adaptation of all CoVs (except Suiformes) from Artiodactyla to Carnivora and Rodentia/Lagomorpha and then to Primates indicates an asymptotic bats-other mammals-human adaptation. Conclusion: Genomic dinucleotides represented as DCR indicate a host-specific separation, and clustering predicts a linear asymptotic adaptation shift of bat CoVs from other mammals to humans via deep learning.
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AIMS: To examine the learning commitment, self-efficacy, grit and adaptation to college life among Korean nursing students, under the prolonged COVID-19 situation, and identify the factors that affect their adaptation to college life. DESIGN: A cross-sectional study. METHODS: The participants were 247 nursing students. The instruments used in the study were the Learning Commitment Scale for Adults, Self-Efficacy Scale, Grit Scale and Campus Life Adaptation Scale (developed for Korean nursing students). A multiple linear regression analysis was conducted using SPSS 23.0. RESULTS: Adaptation to college life had significant positive correlations with learning commitment, self-efficacy and grit. Moreover, self-efficacy and learning commitment were key correlators for adapting to college life.