scholarly journals The relationship between sentiment score and COVID-19 cases in the United States

2022 ◽  
pp. 016555152110681
Author(s):  
Truong (Jack) P Luu ◽  
Rosangela Follmann

The coronavirus disease (COVID-19) continues to have devastating effects across the globe. No nation has been free from the uncertainty brought by this pandemic. The health, social and economic tolls associated with it are causing strong emotions and spreading fear in people of all ages, genders and races. Since the beginning of the COVID-19 pandemic, many have expressed their feelings and opinions related to a wide range of aspects of their lives via Twitter. In this study, we consider a framework for extracting sentiment scores and opinions from COVID-19–related tweets. We connect users’ sentiment with COVID-19 cases across the United States and investigate the effect of specific COVID-19 milestones on public sentiment. The results of this work may help with the development of pandemic-related legislation, serve as a guide for scientific work, as well as inform and educate the public on core issues related to the pandemic.

1939 ◽  
Vol 33 (2) ◽  
pp. 283-291
Author(s):  
Clark H. Woodward

In the conduct of foreign policy and the participation of the United States in international affairs, the relation between the Navy and the Foreign Service is of vital importance, but often misunderstood. The relationship encompasses the very wide range of coördination and coöperation which should and must exist between the two interdependent government agencies in peace, during times of national emergency, and, finally, when the country is engaged in actual warfare. The relationship involves, as well, the larger problem of national defense, and this cannot be ignored if the United States is to maintain its proper position in world affairs.


2020 ◽  
Author(s):  
Zhasmina Tacheva ◽  
Anton Ivanov

BACKGROUND Opioid-related deaths constitute a problem of pandemic proportions in the United States, with no clear solution in sight. Although addressing addiction—the heart of this problem—ought to remain a priority for health practitioners, examining the community-level psychological factors with a known impact on health behaviors may provide valuable insights for attenuating this health crisis by curbing risky behaviors before they evolve into addiction. OBJECTIVE The goal of this study is twofold: to demonstrate the relationship between community-level psychological traits and fatal opioid overdose both theoretically and empirically, and to provide a blueprint for using social media data to glean these psychological factors in a real-time, reliable, and scalable manner. METHODS We collected annual panel data from Twitter for 2891 counties in the United States between 2014-2016 and used a novel data mining technique to obtain average county-level “Big Five” psychological trait scores. We then performed interval regression, using a control function to alleviate omitted variable bias, to empirically test the relationship between county-level psychological traits and the prevalence of fatal opioid overdoses in each county. RESULTS After controlling for a wide range of community-level biopsychosocial factors related to health outcomes, we found that three of the operationalizations of the five psychological traits examined at the community level in the study were significantly associated with fatal opioid overdoses: extraversion (β=.308, <i>P</i>&lt;.001), neuroticism (β=.248, <i>P</i>&lt;.001), and conscientiousness (β=.229, <i>P</i>&lt;.001). CONCLUSIONS Analyzing the psychological characteristics of a community can be a valuable tool in the local, state, and national fight against the opioid pandemic. Health providers and community health organizations can benefit from this research by evaluating the psychological profile of the communities they serve and assessing the projected risk of fatal opioid overdose based on the relationships our study predict when making decisions for the allocation of overdose-reversal medication and other vital resources.


Author(s):  
Juheng Zhang ◽  
M. Riaz Khan ◽  
Dachuan Shih

The user-generated content (UGC) Web sites are gaining popularity for a wide range of media content, such as news, blogs, forums, and open-source software. Instead of relying on information on company Web sites, users benefit by reading reviews written on UGC Web sites by consumers. Online evaluations are usually informative and reduce the information asymmetry. This study examines the problem where UGC can be expedient for online hotel booking. It investigates the relationship between the ratings obtained from the TripAdvisor.com reviewers and the hotel price levels in the United States, outside the United States, and top 20 hotels and others, respectively. Findings suggest that medium-priced hotels provide a comparable value with their high-priced counterparts. Further, the ratings for U.S. hotels are lower than others across all price levels.


2013 ◽  
Vol 3 (1) ◽  
pp. 41-49 ◽  
Author(s):  
Howard Hendrix

Article examines the economic, environmental, social, and political factors involved in the closing of Auberry Elementary School in the Sierra Nevada foothills of Fresno County after the 2010–2011 school year. The closing of the school serves as a window onto the shifting landscape of the relationship between the private sector and the public good not only in Auberry but throughout California and the United States.


Author(s):  
Sydne DiGiacomo ◽  
Mohammad-Ali Jazayeri ◽  
Rajat Barua ◽  
John Ambrose

Environmental tobacco smoke (ETS) and its sequelae are among the largest economic and healthcare burdens in the United States and worldwide. The relationship between active smoking and atherosclerosis is well-described in the literature. However, the specific mechanisms by which ETS influences atherosclerosis are incompletely understood. In this paper, we highlight the definition and chemical constituents of ETS, review the existing literature outlining the effects of ETS on atherogenesis and thrombosis in both animal and human models, and briefly outline the public health implications of ETS based on these data.


2020 ◽  
Vol 96 (5) ◽  
pp. 1281-1303 ◽  
Author(s):  
Carla Norrlöf

Abstract COVID-19 is the most invasive global crisis in the postwar era, jeopardizing all dimensions of human activity. By theorizing COVID-19 as a public bad, I shed light on one of the great debates of the twentieth and twenty-first centuries regarding the relationship between the United States and liberal international order (LIO). Conceptualizing the pandemic as a public bad, I analyze its consequences for US hegemony. Unlike other international public bads and many of the most important public goods that make up the LIO, the COVID-19 public bad not only has some degree of rivalry but can be made partially excludable, transforming it into more of a club good. Domestically, I demonstrate how the failure to effectively manage the COVID-19 public bad has compromised America's ability to secure the health of its citizens and the domestic economy, the very foundations for its international leadership. These failures jeopardize US provision of other global public goods. Internationally, I show how the US has already used the crisis strategically to reinforce its opposition to free international movement while abandoning the primary international institution tasked with fighting the public bad, the World Health Organization (WHO). While the only area where the United States has exercised leadership is in the monetary sphere, I argue this feat is more consequential for maintaining hegemony. However, even monetary hegemony could be at risk if the pandemic continues to be mismanaged.


2020 ◽  
Vol 3 (3) ◽  
pp. 419-448
Author(s):  
Cláudio Júnior Damin

O artigo aborda a relação existente entre guerra e opinião pública nos Estados Unidos. O artigo foca na análise do caso da Guerra do Iraque iniciada em março de 2003 durante os mandatos de George W. Bush. Esse conflito insere-se no contexto dos ataques terroristas de 11 de setembro de 2001, sendo parte constitutiva da chamada “guerra global contra o terrorismo”. A primeira hipótese de trabalho é a de que inicialmente e reproduzindo padrões históricos anteriores, a guerra foi amplamente aprovada pela população norte-americana, processo que se prolongou por alguns meses e influenciou decisivamente para a reeleição do presidente republicano em 2004. Como segunda hipótese assevera-se que, passado algum tempo, o humor da opinião pública sofreu uma inflexão, diminuindo a aprovação popular à guerra e tendo como importante desdobramento a derrota dos republicanos na eleição de 2008, com o conflito ainda em curso. Espera-se mostrar, portanto, como a Guerra do Iraque pode ser dividida em duas fases distintas, sendo a primeira de bônus para o governo de George W. Bush e seus correligionários republicanos e a outra de ônus a partir do crescimento do número de baixas militares norte-americanas e da crise de credibilidade do governo no que concerne às perspectivas de vitória definitiva no conflito.Abstract: The article discusses the relationship between war and public opinion in the United States. The article focuses on the analysis of the case of the Iraq War that began in March 2003 during the administration of George W. Bush. This conflict is within the context of the terrorist attacks of September 11, 2001, being a constituent part of the "Global War on Terrorism." The first hypothesis is that initially and reproducing previous historical standards, the war was widely approved by the American population, a process that was prolonged for a few months and influenced decisively to the re-election of Republican president in 2004. As a second hypothesis asserts that, after some time, the mood of public opinion has undergone a shift, reducing the public approval of the war and with the important effect the defeat of the Republicans in the 2008 election. It is expected, therefore, to show how the Iraq War can be divided into two distinct phases, with the first bonus for the George W. Bush and his fellow Republicans and other liens being from the growing number of U.S. military casualties and the crisis of credibility of the government with regard to the prospects of ultimate victory in the conflict.


2020 ◽  
Vol 7 (2) ◽  
pp. 50
Author(s):  
April A. Kedrowicz ◽  
Kenneth D. Royal

Veterinary medicine consists of virtually the same medical specialties as human medicine, with veterinarians performing similar roles as medical doctors, albeit with different species. Despite these similarities, anecdotally, some perceptions of veterinarians as not “real doctors” persist. The purpose of this study was to explore and compare public perceptions of physicians and veterinarians. Participants were provided brief definitions of a physician and a veterinarian and then asked to provide a rating that best describes their perception with respect to 25 different personality characteristics/traits. A sample of 606 participants (unweighted) in the United States completed the survey. The results of this research show that the public tends to perceive veterinarians more favorably than physicians. More specifically, veterinarians were viewed as more approachable, sensitive, sympathetic, patient and understanding, while physicians were viewed as more proud, arrogant and overconfident. These results point to the favorable public perceptions of veterinarians. These findings are particularly relevant for veterinary educators who train the future workforce and have a significant role both in how the profession is portrayed and emphasizing the relationship between the public trust and social responsibility. Reinforcing the public’s strong trust in the veterinary profession throughout students’ education could enhance their own self-concept, self-esteem and overall mental health and well-being.


2018 ◽  
Vol 40 (1) ◽  
pp. 1-24 ◽  
Author(s):  
John D’Attoma

AbstractI investigate the relationship between perception of public institutions and tax compliance using a large tax compliance laboratory experiment conducted in Italy and the United States. In the first test, I conduct a simple tax compliance game to uncover that given the exact same decisions, contributions to the public good do not differ between Italy and the United States. Second, I ask participants to pay taxes to their national government, pension fund and fire department. In these rounds, behaviours diverge with Italian participants complying significantly less than Americans. Theoretically, I provide evidence demonstrating that how individuals perceive their institutions is a crucial component of the tax compliance decision. Methodologically, I provide a unique experiment, which can help us to better explain crosscountry variation in tax compliance, by asking subjects to make country-specific tax decisions.


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