scholarly journals Are STEM Faculty Biased Against Female Applicants? A Robust Replication and Extension of Moss-Racusin and Colleagues (2012)

2020 ◽  
Author(s):  
Nathan Honeycutt ◽  
Lee Jussim ◽  
Akeela Careem ◽  
Neil Anthony Lewis
Keyword(s):  
United States ◽  
Data Analysis ◽  
Gender Bias ◽  
High Power ◽  
Meta Analysis ◽  
A Priori ◽  
The United States ◽  
Effect Sizes ◽  
Academic Science ◽  
Stem Faculty

In a seminal study investigating gender bias in academic science, Moss-Racusin et al. (2012) found bias against female lab manager applicants with respect to competence, hireability, mentoring, and salary conferral. This topic will be revisited through four studies--two direct replications, one extension, and a meta-analysis. The present set of studies, all using the same methods and materials as the original, will sample from a larger and broader pool of faculty, collectively representing the breadth of STEM disciplines at R1 universities across the United States. The proposed studies will have high power to detect smaller effect sizes than in the original. Furthermore, a priori criteria have been explicitly articulated for what will be accepted as hypothesis confirmation and replication, and for evidence of gender bias. The pre-registered data analysis plans will provide a strong test assessing the replicability of Moss-Racusin et al. (2012)’s finding that STEM faculty were biased against women who applied for a lab manager position.

Global Power Shift

2017 ◽  
Author(s):  
Roberts Cynthia ◽  
Leslie Armijo ◽  
Saori Katada
Keyword(s):  
United States ◽  
South Africa ◽  
Data Analysis ◽  
The United States ◽  
Rising Powers ◽  
Extensive Data ◽  
Power Shift ◽  
Multiple Dimensions ◽  
Global Power ◽  
Rise Of China

This chapter evaluates multiple dimensions of the global power shift from the incumbent G5/G7 powers to the rising powers, especially the members of the BRICS (Brazil, Russia, India, China, and South Africa). Taking note of alternative conceptualizations of interstate “power,” the text maps the redistribution of economic capabilities from the G7 to the BRICS, most particularly the relative rise of China and decline of Japan, and especially Europe. Given these clear trends in measurable material capabilities, the BRICS have obtained considerable autonomy from outside pressures. Although the BRICS’ economic, financial, and monetary capabilities remain uneven, their relative positions have improved steadily. Via extensive data analysis, the chapter finds that whether one examines China alone or the BRICS as a group, BRICS members have achieved the necessary capabilities to challenge the global economic and financial leadership of the currently dominant powers, perhaps even the United States one day.

scholarly journals Questioning Racial and Gender Bias in AI-based Recommendations: Do Espoused National Cultural Values Matter?

2021 ◽  
Author(s):  
Manjul Gupta ◽  
Carlos M. Parra ◽  
Denis Dennehy
Keyword(s):  
United States ◽  
Cultural Values ◽  
Gender Bias ◽  
The United States ◽  
Compelling Evidence ◽  
Research Attention ◽  
Academic Literature ◽  
Gender Biases ◽  
Significant Research ◽  
And Gender

AbstractOne realm of AI, recommender systems have attracted significant research attention due to concerns about its devastating effects to society’s most vulnerable and marginalised communities. Both media press and academic literature provide compelling evidence that AI-based recommendations help to perpetuate and exacerbate racial and gender biases. Yet, there is limited knowledge about the extent to which individuals might question AI-based recommendations when perceived as biased. To address this gap in knowledge, we investigate the effects of espoused national cultural values on AI questionability, by examining how individuals might question AI-based recommendations due to perceived racial or gender bias. Data collected from 387 survey respondents in the United States indicate that individuals with espoused national cultural values associated to collectivism, masculinity and uncertainty avoidance are more likely to question biased AI-based recommendations. This study advances understanding of how cultural values affect AI questionability due to perceived bias and it contributes to current academic discourse about the need to hold AI accountable.

A Meta-Analysis of the Effect of Mediated Health Communication Campaigns on Behavior Change in the United States

2004 ◽  
Vol 9 (sup1) ◽  
pp. 71-96 ◽  
Author(s):  
LESLIE B. SNYDER ◽  
MARK A. HAMILTON ◽  
ELIZABETH W. MITCHELL ◽  
JAMES KIWANUKA-TONDO ◽  
FRAN FLEMING-MILICI ◽  
...  
Keyword(s):  
United States ◽  
Health Communication ◽  
Behavior Change ◽  
Meta Analysis ◽  
The United States ◽  
Communication Campaigns ◽  
Health Communication Campaigns

scholarly journals Prevalence of Financial Fraud and Scams Among Older Adults in the United States: A Systematic Review and Meta-Analysis

2017 ◽  
Vol 107 (8) ◽  
pp. e13-e21 ◽  
Author(s):  
David Burnes ◽  
Charles R. Henderson ◽  
Christine Sheppard ◽  
Rebecca Zhao ◽  
Karl Pillemer ◽  
...  
Keyword(s):  
United States ◽  
Systematic Review ◽  
Older Adults ◽  
Meta Analysis ◽  
The United States ◽  
Financial Fraud

scholarly journals (A231) Deficiencies in the Preparedness of Emergency Medical Services Providers for Terrorist Incidents Involving Children

2011 ◽  
Vol 26 (S1) ◽  
pp. s63-s63
Author(s):  
M. Reilly
Keyword(s):  
Public Health ◽  
United States ◽  
Emergency Medical Services ◽  
A Priori ◽  
The United States ◽  
Medical Services ◽  
Special Populations ◽  
Provider Education ◽  
Emergency Medical ◽  
Nationally Representative

IntroductionRecent studies have discussed major deficiencies in the preparedness of emergency medical services (EMS) providers to effectively respond to disasters, terrorism and other public health emergencies. Lack of funding, lack of national uniformity of systems and oversight, and lack of necessary education and training have all been cited as reasons for the inadequate emergency medical preparedness in the United States.MethodsA nationally representative sample of over 285,000 emergency medical technicians (EMTs) and Paramedics in the United States was surveyed to assess whether they had received training in pediatric considerations for blast and radiological incidents, as part of their initial provider education or in continuing medical education (CME) within the previous 24 months. Providers were also surveyed on their level of comfort in responding to and potentially treating pediatric victims of these events. Independent variables were entered into a multivariate model and those identified as statistically significant predictors of comfort were further analyzed.ResultsVery few variables in our model caused a statistically significant increase in comfort with events involving children in this sample. Pediatric considerations for blast or radiological events represented the lowest levels of comfort in all respondents. Greater than 70% of respondents reported no training as part of their initial provider education in considerations for pediatrics following blast events. Over 80% of respondents reported no training in considerations for pediatrics following events associated with radiation or radioactivity. 88% of respondents stated they were not comfortable with responding to or treating pediatric victims of a radiological incident.ConclusionsOut study validates our a priori hypothesis and several previous studies that suggest deficiencies in preparedness as they relate to special populations - specifically pediatrics. Increased education for EMS providers on the considerations of special populations during disasters and acts of terrorism, especially pediatrics, is essential in order to reduce pediatric-related morbidity and mortality following a disaster, act of terrorism or public health emergency.

scholarly journals Epidemics of Community-Associated Methicillin-Resistant Staphylococcus aureus in the United States: A Meta-Analysis

PLoS ONE ◽  
2013 ◽  
Vol 8 (1) ◽  
pp. e52722 ◽  
Author(s):  
Vanja M. Dukic ◽  
Diane S. Lauderdale ◽  
Jocelyn Wilder ◽  
Robert S. Daum ◽  
Michael Z. David
Keyword(s):  
United States ◽  
Staphylococcus Aureus ◽  
Methicillin Resistant Staphylococcus Aureus ◽  
Meta Analysis ◽  
The United States ◽  
Methicillin Resistant
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