Exploring the differences in SPC convective outlook interpretation using categorical and numeric information

Abstract While previous work has shown the Storm Prediction Center (SPC) convective outlooks accurately capture meteorological outcomes, evidence suggests stakeholders and the public may misinterpret the categorical words currently used in the product. This work attempts to address this problem by investigating public reactions to alternative information formats that include numeric information: (1) numeric risk levels (i.e., “Level 2 of 5”) and (2) numeric probabilities (i.e., “a 5% chance”). In addition, it explores how different combinations of the categorical labels with numeric information may impact public reactions to the product. Survey data comes from the 2020 Severe Weather and Society Survey, a nationally representative survey of US adults. Participants were shown varying combinations of the information formats of interest, and then rated their concern about the weather and the likelihood of changing plans in response to the given information. Results indicate that providing numeric information (in the form of levels or probabilities) increases the likelihood of participants correctly interpreting the convective outlook information relative to categorical labels alone. Including the categorical labels increases misinterpretation, regardless of whether numeric information was included alongside the labels. Finally, findings indicate participants’ numeracy (or their ability to understand and work with numbers) had an impact on correct interpretation of the order of the outlook labels. Although there are many challenges to correctly interpreting the SPC convective outlook, using only numeric labels instead of the current categorical labels may be a relatively straightforward change that could improve public interpretation of the product.

2021 ◽  
pp. medethics-2021-107741
Author(s):  
Harald Schmidt ◽  
Sonia Jawaid Shaikh ◽  
Emiily Sadecki ◽  
Sarah Gollust

Implementing equity principles in resource allocation is challenging. In one approach, some US states implemented race-based prioritisation of COVID-19 vaccines in response to vast racial inequities in COVID-19 outcomes, while others used place-based allocation. In a nationally representative survey of n=2067 US residents, fielded in mid-April 2021 (before the entire US population became eligible for vaccines), we explored the public acceptability of race-based prioritisation compared with place-based prioritisation, by offering vaccines to harder hit zip codes before residents of other zip codes. We found that in general, a majority of respondents supported the place-based approach, and a substantial proportion supported the race-based plan. Support was higher among Democrats compared with Republicans. All US residents became eligible for vaccines on 19 April 2021 but as of this writing, equitable uptake of vaccines remains urgent not only for first doses for adults but also for boosters and for children. Our findings also provide a benchmark for future pandemic planning that racial and social justice in vaccine allocation are salient considerations for the public. The findings may furthermore be of interest to policy makers designing vaccine allocation frameworks in countries with comparable health disparities across social, ethnic and racial groups, and more broadly, for those exploring ways of promoting equity in resource allocation outside of a pandemic setting.


The Forum ◽  
2012 ◽  
Vol 10 (1) ◽  
Author(s):  
Martin R. West ◽  
Michael Henderson ◽  
Paul E. Peterson

Do teachers and the public disagree on education reform? We use data from a nationally representative survey conducted in 2011 to identify the extent of the differences between the opinion of teachers and the general public on a wide range of education policies. The overall cleavage between teachers and the general public is wider than the cleavages between other relevant groups, including that between Democrats and Republicans. At least with respect to patterns of opinion on education reform, school politics is largely a conflict between producers within the system and consumers outside it – a classic iron triangle theme.


2021 ◽  
Vol 7 ◽  
pp. 237802312110498
Author(s):  
Christopher P. Scheitle ◽  
Katie E. Corcoran

Efforts to address the coronavirus disease 2019 (COVID-19) pandemic have encountered skepticism among the public, but COVID-19 is not the only medical or scientific issue that receives such skepticism. How does COVID-19 skepticism relate to other forms of science skepticism? Using new data from a nationally representative survey of U.S. adults, this study reveals that skepticism toward COVID-19 is similar to patterns of skepticism toward vaccines in general and, more interestingly, skepticism toward climate change. Patterns of skepticism toward evolution and genetically modified foods are more distinct from COVID-19 skepticism. Notably, even after accounting for other forms of science skepticism, political conservatism is significantly associated with greater skepticism toward COVID-19. Finally, contrary to some media narratives, the analysis reveals few racial or ethnic differences in skepticism toward COVID-19, and the differences that do exist indicate less skepticism among Black and Asian individuals relative to White individuals.


2019 ◽  
Vol 6 (3) ◽  
pp. 205316801985804
Author(s):  
Eddie Hearn

Does an internationally unpopular president reduce support for US foreign policy? This article examines how President Trump’s endorsement influences foreign policy preferences abroad. A nationally-representative survey experiment is conducted on Japanese attitudes concerning the government’s response to the recent North Korean missile launches. It is found that leadership credibility has a significant impact on the public. Japanese citizens are less likely to support an aggressive response to North Korea when it is endorsed by President Trump. The effect of leadership credibility, however, may not be entirely distinct from general anti-American sentiments. These results indicate that, even in high politics related to national security, Trump’s lack of credibility abroad hinders allies’ ability to cooperate with the USA by eroding domestic support, but it is difficult to separate the Trump effect from broader attitudes toward the USA.


Author(s):  
Simeon J. Yates ◽  
Eleanor Lockley

This chapter reviews prior work on technology acceptance and then reports on a nationally representative survey of UK employees exploring both employee’s personal experiences of digital technologies at home and work and their evaluations of the effectiveness of the technologies and the “digital culture” in their organization. Presenting the results of 3040 UK workers, it seeks to explore the factors that influence digital roll-outs by focusing on the experiences and perceptions of the UK workforce as a whole, with the expectation that introducing new technology alone isn’t enough. This research explores how “digitally ready” organizations are in the UK in terms of people, processes, and company culture. It concludes that a large proportion of the UK workforce are not seeing the benefits of digital technologies. Importantly, there is a need for organizations to understand that making digital solutions a success is a process of cultural change in their organization.


2020 ◽  
Author(s):  
Nina Wiesehomeier ◽  
Tània Verge

Abstract Given the gender stereotype that women are more ethical than men, people should assess female politicians as being less corruptible. Yet information about access to networks suggests that opportunities to engage in unethical behavior may counter this perception. Using a conjoint analysis in a nationally representative survey in Spain, a country shaken by corruption scandals, we asked respondents to identify the more corruptible politician between two hypothetical local councilors by imagining an investor willing to offer a bribe to advance business interests. Results indicate that female politicians do symbolically stand for honesty. However, this assessment is offset by embeddedness cues signaling a woman politician’s access to opportunity networks. We discuss our findings in light of instrumentalist arguments for an increase of women in politics as a means to combat corruption.


2020 ◽  
Vol 4 (Supplement_1) ◽  
pp. 628-628
Author(s):  
Risa Breckman ◽  
David Burnes ◽  
Sarah Ross ◽  
Philip Marshall ◽  
J Jill Suitor ◽  
...  

Abstract Research conducted by the NYC Elder Abuse Center (NYCEAC) at Weill Cornell Medicine and colleagues found that concerned persons experience significant distress knowing about elder abuse and trying to assist victims. Data will be presented from a nationally representative survey which included items on concerned persons in elder abuse. Thirty-one percent of all respondents reported that they had a relative or friend who experienced elder abuse; of these, 61% had attempted to help the victim and over 80% reported the experience is very or extremely stressful (2017). By both knowing about and becoming involved in elder abuse situations, concerned persons experience significant emotional and practical problems and often need professional help. NYCEAC’s Elder Abuse Helpline for Concerned Persons is the first of its kind in the country. The Helpline’s services and structure will be explained, and possibilities for replication in other locations will be explored.


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