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Showing papers on "Government published in 2021"


Journal ArticleDOI
TL;DR: The COVID-19 Government Response Tracker (OxCGRT) as mentioned in this paper is a dataset that addresses the need for continuously updated, readily usable and comparable information on policy measures.
Abstract: COVID-19 has prompted unprecedented government action around the world. We introduce the Oxford COVID-19 Government Response Tracker (OxCGRT), a dataset that addresses the need for continuously updated, readily usable and comparable information on policy measures. From 1 January 2020, the data capture government policies related to closure and containment, health and economic policy for more than 180 countries, plus several countries' subnational jurisdictions. Policy responses are recorded on ordinal or continuous scales for 19 policy areas, capturing variation in degree of response. We present two motivating applications of the data, highlighting patterns in the timing of policy adoption and subsequent policy easing and reimposition, and illustrating how the data can be combined with behavioural and epidemiological indicators. This database enables researchers and policymakers to explore the empirical effects of policy responses on the spread of COVID-19 cases and deaths, as well as on economic and social welfare.

1,727 citations


Book
15 Apr 2021
TL;DR: This expose of one of the most important issues of the authors' time reveals how the federal government put its budgetary concerns ahead of the nation's welfare, how health authorities placed political expediency before public health, and how some scientists valued national prestige more than saving lives.
Abstract: Why was AIDS allowed to spread unchecked during the early 1980s while our most trusted institutions ignored or denied the threat? In this expose of one of the most important issues of our time, the author answers this question - revealing how the federal government put its budgetary concerns ahead of the nation's welfare, how health authorities placed political expediency before public health, and how some scientists valued national prestige more than saving lives.

652 citations


Journal ArticleDOI
01 Mar 2021
TL;DR: In this paper, the authors identified five broad public health themes concerning the role of online social media platforms and COVID-19, focusing on: surveying public attitudes, identifying infodemics, assessing mental health, detecting or predicting COVID19 cases, analysing government responses to the pandemic, and evaluating quality of health information in prevention education videos.
Abstract: With the onset of the COVID-19 pandemic, social media has rapidly become a crucial communication tool for information generation, dissemination, and consumption. In this scoping review, we selected and examined peer-reviewed empirical studies relating to COVID-19 and social media during the first outbreak from November, 2019, to November, 2020. From an analysis of 81 studies, we identified five overarching public health themes concerning the role of online social media platforms and COVID-19. These themes focused on: surveying public attitudes, identifying infodemics, assessing mental health, detecting or predicting COVID-19 cases, analysing government responses to the pandemic, and evaluating quality of health information in prevention education videos. Furthermore, our Review emphasises the paucity of studies on the application of machine learning on data from COVID-19-related social media and a scarcity of studies documenting real-time surveillance that was developed with data from social media on COVID-19. For COVID-19, social media can have a crucial role in disseminating health information and tackling infodemics and misinformation.

377 citations


Journal ArticleDOI
TL;DR: In this article, the authors use an interrupted time series to study the political effect of the enforcement of a strict confinement policy in response to the COVID-19 pandemic, and find that lockdowns have increased vote intentions for the party of the prime minister/president, trust in government and satisfaction with democracy.
Abstract: Major crises can act as critical junctures or reinforce the political status quo, depending on how citizens view the performance of central institutions. We use an interrupted time series to study the political effect of the enforcement of a strict confinement policy in response to the COVID-19 pandemic. Specifically, we take advantage of a unique representative web-based survey that was fielded in March and April 2020 in Western Europe to compare the political support of those who took the survey right before and right after the start of the lockdown in their country. We find that lockdowns have increased vote intentions for the party of the Prime Minister/President, trust in government and satisfaction with democracy. Furthermore, we find that, while rallying individuals around current leaders and institutions, they have had no effect on traditional left–right attitudes.

340 citations


Journal ArticleDOI
TL;DR: In this article, the authors reviewed COVID-19 responses in 28 countries using a new health systems resilience framework, and synthesize four salient elements that underlie highly effective national responses and offer recommendations toward strengthening health system resilience globally.
Abstract: Health systems resilience is key to learning lessons from country responses to crises such as coronavirus disease 2019 (COVID-19). In this perspective, we review COVID-19 responses in 28 countries using a new health systems resilience framework. Through a combination of literature review, national government submissions and interviews with experts, we conducted a comparative analysis of national responses. We report on domains addressing governance and financing, health workforce, medical products and technologies, public health functions, health service delivery and community engagement to prevent and mitigate the spread of COVID-19. We then synthesize four salient elements that underlie highly effective national responses and offer recommendations toward strengthening health systems resilience globally.

336 citations


Journal ArticleDOI
TL;DR: Wang et al. as mentioned in this paper investigated the effects of financing constraints on green innovations using a sample of Chinese listed firms in the period 2001-2017 and explored how green finance policies resolve financing constraints of firms to green innovation.

313 citations


Journal ArticleDOI
TL;DR: In this paper, the authors proposed a resilience-based framework for reviving the global tourism industry post-COVID-19 pandemic, which outlines four prominent factors for building resilience in the industry: government response, technology innovation, local belongingness, and consumer and employee confidence.

312 citations


Journal ArticleDOI
12 Feb 2021-Vaccine
TL;DR: In this article, a population-based, random telephone survey was performed during the peak of the third wave of COVID-19 outbreak (27/07/2020 to 27/08/2020) in Hong Kong.

293 citations


Journal ArticleDOI
TL;DR: In this paper, the authors used geolocation data from smartphones to study whether political beliefs inhibit compliance with government orders and found that residents in Republican counties are less likely to completely stay at home after a state order has been implemented relative to those in Democratic counties.
Abstract: We use the state-mandated stay-at-home orders during the coronavirus pandemic as a setting to study whether political beliefs inhibit compliance with government orders. Using geolocation data sourced from smartphones, we find residents in Republican counties are less likely to completely stay at home after a state order has been implemented relative to those in Democratic counties. Debit card transaction data shows that Democrats are more likely to switch to remote spending after state orders are implemented. Heterogeneity in factors such as Covid-19 risk exposure, geography, and county characteristics do not completely rule out our findings, suggesting political beliefs are an important determinant in the effectiveness of government mandates. Political alignment with officials giving orders may partially explain these partisan differences.

264 citations


Journal ArticleDOI
TL;DR: Recommendations are provided for park managers and other decision-makers in terms of park management and planning during health crises, as well as for park design and development that suggest parks could be utilized during pandemics to increase the physical and mental health and social well-being of individuals.
Abstract: The COVID-19 pandemic has resulted in over 33 million confirmed cases and over 1 million deaths globally, as of 1 October 2020. During the lockdown and restrictions placed on public activities and gatherings, green spaces have become one of the only sources of resilience amidst the coronavirus pandemic, in part because of their positive effects on psychological, physical and social cohesion and spiritual wellness. This study analyzes the impacts of COVID-19 and government response policies to the pandemic on park visitation at global, regional and national levels and assesses the importance of parks during this global pandemic. The data we collected primarily from Google's Community Mobility Reports and the Oxford Coronavirus Government Response Tracker. The results for most countries included in the analysis show that park visitation has increased since February 16th, 2020 compared to visitor numbers prior to the COVID-19 pandemic. Restrictions on social gathering, movement, and the closure of workplace and indoor recreational places, are correlated with more visits to parks. Stay-at-home restrictions and government stringency index are negatively associated with park visits at a global scale. Demand from residents for parks and outdoor green spaces has increased since the outbreak began, and highlights the important role and benefits provided by parks, especially urban and community parks, under the COVID-19 pandemic. We provide recommendations for park managers and other decision-makers in terms of park management and planning during health crises, as well as for park design and development. In particular, parks could be utilized during pandemics to increase the physical and mental health and social well-being of individuals.

261 citations


Journal ArticleDOI
TL;DR: The results of Systematic Generalized Method of Moments (SYS-GMM) show that command-and-control regulation (CER) and informal regulation (IER) have significant "Porter's effect" on green innovation while market-based regulation (MER) negatively affects green innovation in China.

Journal ArticleDOI
TL;DR: This study presents an overview of the scope of artificial intelligence using background, drivers, technologies, and applications, as well as logical opinions regarding the development of artificial Intelligence.

Journal ArticleDOI
TL;DR: As of the end of 2020, the State of Israel, with a population of 9.3 million, had administered more COVID-19 vaccine doses than all countries aside from China, the US, and the UK as mentioned in this paper.
Abstract: As of the end of 2020, the State of Israel, with a population of 9.3 million, had administered more COVID-19 vaccine doses than all countries aside from China, the US, and the UK. Moreover, Israel had administered almost 11.0 doses per 100 population, while the next highest rates were 3.5 (in Bahrain) and 1.4 (in the United Kingdom). All other countries had administered less than 1 dose per 100 population.While Israel's rollout of COVID-19 vaccinations was not problem-free, its initial phase had clearly been rapid and effective. A large number of factors contributed to this early success, and they can be divided into three major groups.The first group of factors consists of long-standing characteristics of Israel which are extrinsic to health care. They include: Israel's small size (in terms of both area and population), a relatively young population, relatively warm weather in December 2020, a centralized national system of government, and well-developed infrastructure for implementing prompt responses to large-scale national emergencies.The second group of factors are also long-standing, but they are health-system specific. They include: the organizational, IT and logistical capacities of Israel's community-based health care providers, the availability of a cadre of well-trained, salaried, community-based nurses who are directly employed by those providers, a tradition of effective cooperation between government, health plans, hospitals, and emergency care providers - particularly during national emergencies; and support tools and decisionmaking frameworks to support vaccination campaigns.The third group consists of factors that are more recent and are specific to the COVID-19 vaccination effort. They include: the mobilization of special government funding for vaccine purchase and distribution, timely contracting for a large amount of vaccines relative to Israel's population, the use of simple, clear and easily implementable criteria for determining who had priority for receiving vaccines in the early phases of the distribution process, a creative technical response that addressed the demanding cold storage requirements of the Pfizer-BioNTech COVID-19 vaccine, and well-tailored outreach efforts to encourage Israelis to sign up for vaccinations and then show up to get vaccinated.While many of these facilitating factors are not unique to Israel, part of what made the Israeli rollout successful was its combination of facilitating factors (as opposed to each factor being unique separately) and the synergies it created among them. Moreover, some high-income countries (including the US, the UK, and Canada) are lacking several of these facilitating factors, apparently contributing to the slower pace of the rollout in those countries.

Journal ArticleDOI
13 Jan 2021
TL;DR: The scale of the threats to the biosphere and all its lifeforms is in fact so great that it is difficult to grasp for even well-informed experts as mentioned in this paper, and this dire situation places an extraordinary responsibility on scientists to speak out candidly and accurately when engaging with government, business, and the public.
Abstract: We report three major and confronting environmental issues that have received little attention and require urgent action. First, we review the evidence that future environmental conditions will be far more dangerous than currently believed. The scale of the threats to the biosphere and all its lifeforms — including humanity — is in fact so great that it is difficult to grasp for even well-informed experts. Second, we ask what political or economic system, or leadership, is prepared to handle the predicted disasters, or even capable of such action. Third, this dire situation places an extraordinary responsibility on scientists to speak out candidly and accurately when engaging with government, business, and the public. We especially draw attention to the lack of appreciation of the enormous challenges to creating a sustainable future. The added stresses to human health, wealth, and well-being will perversely diminish our political capacity to mitigate the erosion of ecosystem services on which society depends. The science underlying these issues is strong, but awareness is weak. Without fully appreciating and broadcasting the scale of the problems and the enormity of the solutions required, society will fail to achieve even modest sustainability goals.

Journal ArticleDOI
TL;DR: The paper identifies critical factors that affect online learning, recommends post COVID-19 strategies to promote e- learning for policymakers in education and the government, and concludes with a conceptual model for emergency transition to e-learning.
Abstract: Globally, Information and Communication Technology (ICT) is regarded as a dependable vehicle for facilitating educational reform and development, a platform for communication, and as a means to achieve the Sustainable Development Goal Four (SDG 4). Since the enactment of the No Child Left Behind Act (NCLB) and declaration of the SDG 4, many countries have opted to embrace the lifelong education for all by integrating ICT in teaching and learning at all school levels. The Ghanaian Government's initiative to ensure "education anytime anywhere for everyone" by revolutionizing teaching and learning through ICT has faced a lot of challenges and criticisms. The main mission of the Ghana ICT for Accelerated Development (ICT4AD) in 2003 was to transform Ghana into an information and technology-driven high-income economy through education, but this goal is yet to be realized. In the wake of the COVID-19 which has forced many countries and educational sectors to adopt online learning, there is a need to discuss the effectiveness of online learning and barriers to online learning in the developing contexts, and how to successfully integrate ICT in schools for online learning, especially rural schools where students' educational careers are in jeopardy because they benefit less from online learning. The paper identifies critical factors that affect online learning, recommends post COVID-19 strategies to promote e-learning for policymakers in education and the government, and concludes with a conceptual model for emergency transition to e-learning.

Journal ArticleDOI
TL;DR: In this article, the authors examined cross-sectional and longitudinal associations of trust in government regarding COVID-19 control with the adoption of recommended health behaviours and prosocial behaviours, and potential determinants of distrust in government during the pandemic.
Abstract: BACKGROUND: The effective implementation of government policies and measures for controlling the coronavirus disease 2019 (COVID-19) pandemic requires compliance from the public. This study aimed to examine cross-sectional and longitudinal associations of trust in government regarding COVID-19 control with the adoption of recommended health behaviours and prosocial behaviours, and potential determinants of trust in government during the pandemic. METHODS: This study analysed data from the PsyCorona Survey, an international project on COVID-19 that included 23 733 participants from 23 countries (representative in age and gender distributions by country) at baseline survey and 7785 participants who also completed follow-up surveys. Specification curve analysis was used to examine concurrent associations between trust in government and self-reported behaviours. We further used structural equation model to explore potential determinants of trust in government. Multilevel linear regressions were used to examine associations between baseline trust and longitudinal behavioural changes. RESULTS: Higher trust in government regarding COVID-19 control was significantly associated with higher adoption of health behaviours (handwashing, avoiding crowded space, self-quarantine) and prosocial behaviours in specification curve analyses (median standardised s = 0.173 and 0.229, p < 0.001). Government perceived as well organised, disseminating clear messages and knowledge on COVID-19, and perceived fairness were positively associated with trust in government (standardised s = 0.358, 0.230, 0.056, and 0.249, p < 0.01). Higher trust at baseline survey was significantly associated with lower rate of decline in health behaviours over time (p for interaction = 0.001). CONCLUSIONS: These results highlighted the importance of trust in government in the control of COVID-19.

Journal ArticleDOI
TL;DR: In this article, the authors focused on the public perception of comparative lockdown scenario analysis and how they may affect the sustainable development goals (SDGs) and the strategic management regime of COVID-19 pandemic in Bangladesh socio-economically as well as the implications of the withdrawal of partial lockdown plan.
Abstract: Community transmission of COVID-19 is happening in Bangladesh—the country which did not have a noteworthy health policy and legislative structures to combat a pandemic like COVID-19. Early strategic planning and groundwork for evolving and established challenges are crucial to assemble resources and react in an appropriate timely manner. This article, therefore, focuses on the public perception of comparative lockdown scenario analysis and how they may affect the sustainable development goals (SDGs) and the strategic management regime of COVID-19 pandemic in Bangladesh socio-economically as well as the implications of the withdrawal of partial lockdown plan. Scenario-based public perceptions were collected via a purposive sampling survey method through a questionnaire. Datasets were analysed through a set of statistical techniques including classical test theory, principal component analysis, hierarchical cluster analysis, Pearson’s correlation matrix and linear regression analysis. There were good associations among the lockdown scenarios and response strategies to be formulated. Scenario 1 describes how the death and infection rate will increase if the Bangladesh Government withdraws the existing partial lockdown. Scenario 2 outlines that limited people’s movement will enable low-level community transmission of COVID-19 with the infection and death rate will increase slowly (r = 0.540, p < 0.01). Moreover, there will be less supply of necessities of daily use with a price hike (r = 0.680, p < 0.01). In scenario 3, full lockdown will reduce community transmission and death from COVID-19 (r = 0.545, p < 0.01). However, along with the other problems gender discrimination and gender-based violence will increase rapidly (r = 0.661, p < 0.01). Due to full lockdown, the formal and informal business, economy, and education sector will be hampered severely (R = 0.695). Subsequently, there was a strong association between the loss of livelihood and the unemployment rate which will increase due to business shutdown (p < 0.01). This will lead to the severe sufferings of poor and vulnerable communities in both urban and rural areas (p < 0.01). All these will further aggravate the humanitarian needs of the most vulnerable groups in the country in the coming months to be followed which will undoubtedly affect the Bangladesh targets to achieve the SDGs of 2030 and other development plans that need to be adjusted. From our analysis, it was apparent that maintaining partial lockdown with business and economic activities with social distancing and public health guidelines is the best strategy to maintain. However, as the government withdrew the partial lockdown, inclusive and transparent risk communication towards the public should be followed. Recovery and strengthening of the health sector, economy, industry, agriculture, and food security should be focused on under the “new normal standard of life” following health guidelines and social distancing. Proper response plans and strategic management are necessary for the sustainability of the nation.

Journal ArticleDOI
TL;DR: Wang et al. as mentioned in this paper analyzed the influence of factors on consumers' willingness to utilize solar energy for household purposes, and augmented the theoretical mechanism of the Theory of Planned Behavior by including three novel factors (perception about selfeffectiveness, belief of solar energy benefits, and perception of neighbors' participation) to comprehensively analyze the willingness of Chinese consumers.

Journal ArticleDOI
TL;DR: In this paper, the authors draw on key findings from scholarship in multiple social science disciplines to highlight some fundamental characteristics of effective governmental crisis communication and present ten recommendations for effective communication strategies to engender maximum support and participation.
Abstract: Several countries have successfully reduced their COVID-19 infection rate early, while others have been overwhelmed. The reasons for the differences are complex, but response efficacy has in part depended on the speed and scale of governmental intervention and how communities have received, perceived, and acted on the information provided by governments and other agencies. While there is no ‘one size fits all’ communications strategy to deliver information during a prolonged crisis, in this article, we draw on key findings from scholarship in multiple social science disciplines to highlight some fundamental characteristics of effective governmental crisis communication. We then present ten recommendations for effective communication strategies to engender maximum support and participation. We argue that an effective communication strategy is a two-way process that involves clear messages, delivered via appropriate platforms, tailored for diverse audiences, and shared by trusted people. Ultimately, the long-term success depends on developing and maintaining public trust. We outline how government policymakers can engender widespread public support and participation through increased and ongoing community engagement. We argue that a diversity of community groups must be included in engagement activities. We also highlight the implications of emerging digital technologies in communication and engagement activities.

Journal ArticleDOI
20 Jan 2021-BMJ Open
TL;DR: In this paper, a rapid qualitative appraisal study combining three sources of data: semistructured in-depth telephone interviews with frontline healthcare workers (HCWs) experiences with personal protective equipment (PPE) during the COVID-19 pandemic in the UK.
Abstract: Objectives To report frontline healthcare workers’ (HCWs) experiences with personal protective equipment (PPE) during the COVID-19 pandemic in the UK. To understand HCWs’ fears and concerns surrounding PPE, their experiences following its guidance and how these affected their perceived ability to deliver care during the COVID-19 pandemic. Design A rapid qualitative appraisal study combining three sources of data: semistructured in-depth telephone interviews with frontline HCWs (n=46), media reports (n=39 newspaper articles and 145 000 social media posts) and government PPE policies (n=25). Participants Interview participants were HCWs purposively sampled from critical care, emergency and respiratory departments as well as redeployed HCWs from primary, secondary and tertiary care centres across the UK. Results A major concern was running out of PPE, putting HCWs and patients at risk of infection. Following national level guidance was often not feasible when there were shortages, leading to reuse and improvisation of PPE. Frequently changing guidelines generated confusion and distrust. PPE was reserved for high-risk secondary care settings and this translated into HCWs outside these settings feeling inadequately protected. Participants were concerned about differential access to adequate PPE, particularly for women and Black, Asian and Minority Ethnic HCWs. Participants continued delivering care despite the physical discomfort, practical problems and communication barriers associated with PPE use. Conclusion This study found that frontline HCWs persisted in caring for their patients despite multiple challenges including inappropriate provision of PPE, inadequate training and inconsistent guidance. In order to effectively care for patients during the COVID-19 pandemic, frontline HCWs need appropriate provision of PPE, training in its use as well as comprehensive and consistent guidance. These needs must be addressed in order to protect the health and well-being of the most valuable healthcare resource in the COVID-19 pandemic: our HCWs.

Journal ArticleDOI
TL;DR: In this article, a questionnaire was filled by 1068 medical students across 22 states and union territories of India from 2 February to 7 March 2021 to assess vaccine hesitancy and factors related to it among medical students.
Abstract: The coronavirus disease 2019 (COVID-19) vaccine was launched in India on 16 January 2021, prioritising health care workers which included medical students. We aimed to assess vaccine hesitancy and factors related to it among medical students in India. An online questionnaire was filled by 1068 medical students across 22 states and union territories of India from 2 February to 7 March 2021. Vaccine hesitancy was found among 10.6%. Concern regarding vaccine safety and efficacy, lack of awareness regarding their eligibility for vaccination and lack of trust in government agencies predicted COVID-19 vaccine hesitancy among medical students. On the other hand, the presence of risk perception regarding themselves being affected with COVID-19 reduced vaccine hesitancy as well as hesitancy in participating in COVID-19 vaccine trials. Vaccine-hesitant students were more likely to derive information from social media and less likely from teachers at their medical colleges. Choosing between the two available vaccines (Covishield and Covaxin) was considered important by medical students both for themselves and for their future patients. Covishield was preferred to Covaxin by students. Majority of those willing to take the COVID-19 vaccine felt that it was important for them to resume their clinical posting, face-to-face classes and get their personal life back on track. Around three-fourths medical students viewed that COVID-19 vaccine should be made mandatory for both health care workers and international travellers. Prior adult vaccination did not have an effect on COVID-19 vaccine hesitancy. Targeted awareness campaigns, regulatory oversight of vaccine trials and public release of safety and efficacy data and trust building activities could further reduce COVID-19 vaccine hesitancy among medical students.

Journal ArticleDOI
TL;DR: The findings show the far reaching implications of the COVID-19 crisis, and contribute to the understanding and planning of higher renewables share scenarios, which will become more prevalent in the battle against climate change.

Journal ArticleDOI
TL;DR: A systematic review of existing literature on the implications of the use of Artificial Intelligence (AI) in public governance and a research agenda are presented, which calls for research into managing the risks of AI use in the public sector, governance modes possible for AI Use in thePublic sector, performance and impact measurement ofAI use in government, and impact evaluation of scaling-up AI usage in thepublic sector.

Journal ArticleDOI
TL;DR: Wang et al. as mentioned in this paper systematically reviewed the evolution history of China's spatial planning and the key issues it faces or brings, then analyzed the major measures and potential challenges taken by the country, and finally put forward countermeasures and suggestions to promote the establishment and implementation of national territory spatial planning.

Journal ArticleDOI
TL;DR: Results showed that GQS interacts with PGRC and augments public trust in government via PGRC as mediator, and offers valuable practical and strategical recommendations to agencies and policymakers.

Journal ArticleDOI
01 Aug 2021
TL;DR: In this paper, the authors surveyed students about their perceptions of online learning before and after the transition to online learning and found that students generally responded positively to the transition, their reluctance to continue learning online and the added stress and workload show the limits of this large scale social experiment.
Abstract: Background With the new pandemic reality that has beset us, teaching and learning activities have been thrust online. While much research has explored student perceptions of online and distance learning, none has had a social laboratory to study the effects of an enforced transition on student perceptions of online learning. Purpose We surveyed students about their perceptions of online learning before and after the transition to online learning. As student perceptions are influenced by a range of contextual and institutional factors beyond the classroom, we expected that students would be overall sanguine to the project given that access, technology integration, and family and government support during the pandemic shutdown would mitigate the negative consequences. Results Students overall reported positive academic outcomes. However, students reported increased stress and anxiety and difficulties concentrating, suggesting that the obstacles to fully online learning were not only technological and instructional challenges but also social and affective challenges of isolation and social distancing suggest that the outcomes for students well-being may overshadow the positive academic outcomes. Conclusion Our analysis shows that the specific context of the pandemic disrupted more than normal teaching and learning activities. Whereas students generally responded positively to the transition, their reluctance to continue learning online and the added stress and workload show the limits of this large scale social experiment. In addition to the technical and pedagogical dimensions, successfully supporting students in online learning environments will require that teachers and educational technologists attend to the social and affective dimensions of online learning as well.

Journal ArticleDOI
TL;DR: Knowing which attitudes may be associated with the endorsement of specific conspiracy theories can contribute to counteracting their negative consequences during crises, demonstrating the importance of considering the content of various conspiracy theories when studying their social effects and potential causes.

Journal ArticleDOI
TL;DR: Analysis provides insight into the role of volunteerism and coproduction in China's response to the pandemic, laying groundwork for future research and can help support the response to COVID-19 and future crises by more effectively leveraging human capital and technology in community service delivery.

Journal ArticleDOI
TL;DR: Wang et al. as mentioned in this paper investigated public participation in heat impact reduction by analyzing adaptive behaviours, familiarity with urban heat island (UHI) and cooling strategies, the perceived urgency of heat impact actions and citizen's willingness to pay through a questionnaire survey in Chongqing, China.

Journal ArticleDOI
TL;DR: In this article, a sentiment analysis using the BERT model on tweets was performed to understand the eagerness and opinions of people to understand their mental state during the Corona pandemic.
Abstract: Nowadays, the whole world is confronting an infectious disease called the coronavirus. No country remained untouched during this pandemic situation. Due to no exact treatment available, the disease has become a matter of seriousness for both the government and the public. As social distance is considered the most effective way to stay away from this disease. Therefore, to address the people eagerness about the Corona pandemic and to express their views, the trend of people has moved very fast towards social media. Twitter has emerged as one of the most popular platforms among those social media platforms. By studying the same eagerness and opinions of people to understand their mental state, we have done sentiment analysis using the BERT model on tweets. In this paper, we perform a sentiment analysis on two data sets; one data set is collected by tweets made by people from all over the world, and the other data set contains the tweets made by people of India. We have validated the accuracy of the emotion classification from the GitHub repository. The experimental results show that the validation accuracy is $$\approx$$ 94%.