Social Media and Beliefs about Climate Change: A Cross-National Analysis of News Use, Political Ideology, and Trust in Science

2019 ◽  
Author(s):  
Trevor Diehl ◽  
Brigitte Huber ◽  
Homero Gil de Zúñiga ◽  
James Liu
Keyword(s):  
Climate Change ◽  
Social Media ◽  
Political Ideology ◽  
Individual Level ◽  
The Public ◽  
Country Level ◽  
Emerging Media ◽  
Climate Skepticism ◽  
The Individual ◽  
National Analysis

Abstract This study explores the individual- and country-level factors that influence how getting news from social media relates to people’s beliefs about anthropogenic climate change. Concepts of psychological distance and motivated reasoning are tested using multilevel analysis with survey data in 20 countries (N = 18,785). Results suggest that using social media for news is associated with a decrease in climate skepticism across the sample. However, social context at the individual-level (conservative political ideology and low trust in science) and at the macro-level (high gross domestic product and individualism) moderate the effect, and therefore reduce social media’s potential to inform the public about climate change. This study contributes to conversations about the ability of emerging media to address science issues, particularly in developing countries.

Individual Green Computing

2015 ◽  
Vol 1 (1) ◽  
Author(s):  
Annie Rajoria ◽  
Amit Khandelwal ◽  
Narendra Kohli
Keyword(s):  
Climate Change ◽  
Energy Consumption ◽  
Green Computing ◽  
Adverse Impact ◽  
Computer Users ◽  
College Level ◽  
Environment Friendly ◽  
Individual Level ◽  
The Public ◽  
The Individual

<p>In today's world, with the rapid growth in industries in every sector, the environment is at stake without the implementation<br />of environment friendly practices. However, with the rising prices and climate change, the public and corporate companies<br />are keen to follow eco friendly measures which will not only conserve energy but also help to sustain balance in the<br />environment. In this paper, we have presented such measures to be practiced at the individual level. Green computing<br />refers to the ways in which energy consumption can be reduced, more recyclable products can be manufactured and the<br />adverse impact on the environment can be diminished. The study and practice of using computing resources efficiently by<br />the individuals or computer users can be termed as 'individual green computing'. The key to 'individual green computing' is<br />the creation of awareness at the student as well as the college level about the significance of their pivotal role in this eco<br />friendly initiative.</p>

scholarly journals Analysis of the Impact of Values and Perception on Climate Change Skepticism and Its Implication for Public Policy

Climate ◽  
2018 ◽  
Vol 6 (4) ◽  
pp. 99 ◽  
Author(s):  
Jaesun Wang ◽  
Seoyong Kim
Keyword(s):  
Climate Change ◽  
Perceived Risk ◽  
Sociodemographic Factors ◽  
Individual Level ◽  
Independent Variables ◽  
Perceived Benefit ◽  
Climate Skepticism ◽  
The Individual ◽  
The Impact ◽  
Moderating Role

Climate change is an unprecedented risk that humans have not previously experienced. It is accepted that people are generally worried about global warming. However, it is also a fact that there is a small but increasing number of climate change skeptics. These skeptics do not believe that there is any risk, nor are they concerned with other worrisome facts related to climate change. Skeptics regard the present scientific findings supporting climate change as false artefacts. Our study aimed to explore the factors that influence climate skepticism. In this work, to make a regression model, we established environmental skepticism as a dependent variable and included sociodemographic factors, values, and perception factors as the three independent variables. Also, to examine their roles indirectly, we regarded values as moderators. The results show that, in terms of values, ideology, environmentalism, religiosity, two kinds of cultural biases, and science and technology (S&T) optimism influence skepticism at the individual level, whereas, in terms of perception factors, perceived risk, perceived benefit, and negative affect have an impact. Also, values such as ideology, religiosity, environmentalism, and cultural biases play a moderating role that facilitates, buffers, or changes the effect of psychometric variables on an individual’s skepticism.

Social Media as a Sphere for “Risky” Political Expression: A Twenty-Country Multilevel Comparative Analysis

2018 ◽  
Vol 23 (2) ◽  
pp. 161-182 ◽  
Author(s):  
Matthew Barnidge ◽  
Brigitte Huber ◽  
Homero Gil de Zúñiga ◽  
James H. Liu
Keyword(s):  
Social Media ◽  
Positive Relationship ◽  
Freedom Of Expression ◽  
The United States ◽  
Political Expression ◽  
Network Heterogeneity ◽  
Individual Level ◽  
Country Level ◽  
Level Data ◽  
The Individual

In the context of the United States, research shows a positive relationship between network heterogeneity and political expression on social media at the individual level. This study builds on that research, relying on multilevel analysis that (1) leverages a twenty-country comparative survey and (2) includes country-level data on freedom of expression. Results show a positive relationship between network heterogeneity and political expression on social media across countries, but that relationship is stronger where freedom of expression is more limited.

scholarly journals Are All Jobs Created Equal? A Cross-National Analysis of Women’s Employment and Child Malnutrition in Developing Countries

2019 ◽  
Author(s):  
Rebekah Burroway
Keyword(s):  
Developing Countries ◽  
Female Employment ◽  
Women's Employment ◽  
Women’S Employment ◽  
Individual Level ◽  
Child Stunting ◽  
Country Level ◽  
The Individual ◽  
National Analysis ◽  
Binary Measure

Using multi-level models, the analysis examines female employment and child stunting across 49 developing countries. At the country level, female labor force participation is not associated with malnutrition after controlling for economic development. At the individual level, a binary measure of employment is not significantly associated with malnutrition. However, a more nuanced measure of seven occupational categories shows that certain types of employment improve malnutrition. Professional, clerical, sales, and domestic jobs are associated with reduced stunting. These effects are only partially mediated by wealth, perhaps suggesting that some jobs may bring benefits to the household beyond the sheer acquisition of tangible resources. Agricultural jobs are associated with increased malnutrition. Manual labor and service work do not have an effect on malnutrition, compared to unemployment. Thus, women’s employment is not necessarily a mechanism for empowerment and wellbeing. Not all jobs are created equal, and many of them do not confer the benefits that are typically associated with working outside the home.

scholarly journals Healthy vs. Unhealthy Food Images: Image Classification of Twitter Images

2022 ◽  
Vol 19 (2) ◽  
pp. 923
Author(s):  
Tejaswini Oduru ◽  
Alexis Jordan ◽  
Albert Park
Keyword(s):  
Social Media ◽  
Deep Learning ◽  
Public Health Problem ◽  
Media Images ◽  
Individual Level ◽  
The Public ◽  
Balanced Diet ◽  
Food Image ◽  
Food Images ◽  
The Individual

Obesity is a modern public health problem. Social media images can capture eating behavior and the potential implications to health, but research for identifying the healthiness level of the food image is relatively under-explored. This study presents a deep learning architecture that transfers features from a 152 residual layer network (ResNet) for predicting the level of healthiness of food images that were built using images from the Google images search engine gathered in 2020. Features learned from the ResNet 152 were transferred to a second network to train on the dataset. The trained SoftMax layer was stacked on top of the layers transferred from ResNet 152 to build our deep learning model. We then evaluate the performance of the model using Twitter images in order to better understand the generalizability of the methods. The results show that the model is able to predict the images into their respective classes, including Definitively Healthy, Healthy, Unhealthy and Definitively Unhealthy at an F1-score of 78.8%. This finding shows promising results for classifying social media images by healthiness, which could contribute to maintaining a balanced diet at the individual level and also understanding general food consumption trends of the public.

Public perceptions of who counts as a scientist for controversial science

2019 ◽  
Vol 28 (7) ◽  
pp. 797-811 ◽  
Author(s):  
Brianne Suldovsky ◽  
Asheley Landrum ◽  
Natalie Jomini Stroud
Keyword(s):  
Climate Change ◽  
Media Coverage ◽  
Political Ideology ◽  
Genetically Modified Organisms ◽  
The United States ◽  
Public Perceptions ◽  
The Public ◽  
The Us ◽  
Science Media

In an era where expertise is increasingly critiqued, this study draws from the research on expertise and scientist stereotyping to explore who the public considers to be a scientist in the context of media coverage about climate change and genetically modified organisms. Using survey data from the United States, we find that political ideology and science knowledge affect who the US public believes is a scientist in these domains. Our results suggest important differences in the role of science media attention and science media selection in the publics “scientist” labeling. In addition, we replicate previous work and find that compared to other people who work in science, those with PhDs in Biology and Chemistry are most commonly seen as scientists.

Inequality in active ageing: evidence from a new individual-level index for European countries

2017 ◽  
Vol 39 (3) ◽  
pp. 541-567 ◽  
Author(s):  
MIKKEL BARSLUND ◽  
MARTEN VON WERDER ◽  
ASGHAR ZAIDI
Keyword(s):  
Age Groups ◽  
Positive Association ◽  
European Countries ◽  
Active Ageing ◽  
Unequal Distribution ◽  
Individual Level ◽  
Country Level ◽  
Challenges And Opportunities ◽  
Share Data ◽  
The Individual

ABSTRACTIn the context of emerging challenges and opportunities associated with population ageing, the study of inequality in active-ageing outcomes is critical to the design of appropriate and effective social policies. While there is much discussion about active ageing at the aggregate country level, little is known about inequality in active-ageing experiences within countries. Based on the existing literature on active ageing, this paper proposes an individual-level composite active ageing index based on Survey of Health, Ageing and Retirement in Europe (SHARE) data. The individual-level nature of the index allows us to analyse inequality in experiences of active ageing within selected European countries. One important motivation behind measuring active ageing at the individual level is that it allows for a better understanding of unequal experiences of ageing, which may otherwise be masked in aggregate-level measures of active ageing. Results show large differences in the distribution of individual-level active ageing across the 13 European countries covered and across age groups. Furthermore, there is a positive association between the country-level active ageing index and the equality of its distribution within a country. Hence, countries with the lowest average active ageing index tend to have the most unequal distribution in active-ageing experiences. For nine European countries, where temporal data are also available, we find that inequality in active-ageing outcomes decreased in the period 2004 to 2013.

Public servants working from home: Exploring managers’ changing allowance decisions in a COVID-19 context

2021 ◽  
pp. 103530462110555
Author(s):  
Sue Williamson ◽  
Linda Colley ◽  
Meraiah Foley
Keyword(s):  
Employee Productivity ◽  
Public Servants ◽  
Jel Codes ◽  
Individual Level ◽  
The Public ◽  
Work From Home ◽  
Working From Home ◽  
The Individual ◽  
Organisational Level ◽  
Large Sections

Before the COVID-19 pandemic forced large sections of the workforce to work from home, the uptake of working from home in the public sector had been limited and subject to the discretion or ‘allowance decisions’ of individual managers. Allowance decisions are influenced by factors at the organisational, group and individual levels. This research examines managers’ allowance decisions on working from home at each of these levels. It compares two qualitative datasets: one exploring managerial attitudes to working from home in 2018 and another dataset collected in mid-2020, as Australia transitioned out of the initial pandemic lockdown. The findings suggest a change in the factors influencing managers’ allowance decisions. We have identified a new factor at the organisational level, in the form of local organisational criteria. At the group level, previous concerns about employee productivity largely vanished, and managers experienced an epiphany that working from home could be productive. At the individual level, a new form of managerial discretion emerged as managers attempted to reassert authority over employees working remotely. These levels intersect, and we conclude that allowance decisions are fluid and not made solely by managers but are the result of the interactions between the organisational, group and individual levels. JEL Codes J81, J32

scholarly journals Cognitive Style, Selectivity, and Reinforcement: Toward Clarifying the Role of Political Ideology in the Reception of Political Communication

2018 ◽  
Author(s):  
Eike Mark Rinke ◽  
Julia Lück
Keyword(s):  
Political Communication ◽  
Political Ideology ◽  
Research Area ◽  
Selective Exposure ◽  
Political Orientation ◽  
Individual Level ◽  
Communication Effects ◽  
Perceptions And Attitudes ◽  
Political Perceptions ◽  
The Individual

This essay examines the importance of political ideology for the occurrence of political communication effects on the individual level. It is a common assumption in this research area that people tend to be selective about the political information they expose themselves to and also to selectively process it. Selective exposure and selective perception processes are mainly based on the dominant political orientation of the recipient, which usually leads to a reinforcement of preexisting political perceptions and attitudes. We review recent research on selective exposure and perceptions and argue for greater involvement of findings in social psychology regarding differences in cognitive styles that underlie individual policy orientations and justify why and how these findings can promote the study of partisan selectivity in the reception of political communication. We conclude by highlighting theoretical and methodological perspectives arising from the proposed extension of research on selectivity in the process of receiving political communication. [Publication of this chapter in the public domain courtesy of Frank &amp; Timme publishers. Publisher website: http://www.frank-timme.de/verlag/verlagsprogramm/buch/verlagsprogramm/kathrin-mokmichael-stahl-hg-politische-kommunikation-heute/]

scholarly journals The closer to the Europe Union headquarters, the higher risk of COVID-19? Cautions regarding ecological studies of COVID-19

2020 ◽  
Author(s):  
Shuai Li ◽  
Xinyang Hua
Keyword(s):  
European Country ◽  
Ecological Study ◽  
Ecological Fallacy ◽  
Group Level ◽  
Ecological Studies ◽  
Public Concern ◽  
Individual Level ◽  
The Public ◽  
Country Level ◽  
Level Data

AbstractSeveral ecological studies of the coronavirus disease 2019 (COVID-19) have reported correlations between group-level aggregated exposures and COVID-19 outcomes. While some studies might be helpful in generating new hypotheses related to COVID-19, results of such type of studies should be interpreted with cautions. To illustrate how ecological studies and results could be biased, we conducted an ecological study of COVID-19 outcomes and the distance to Brussels using European country-level data. We found that, the distance was negatively correlated with COVID-19 outcomes; every 100 km away from Brussels was associated with approximately 6% to 17% reductions (all P<0.01) in COVID-19 cases and deaths in Europe. Without cautions, such results could be interpreted as the closer to the Europe Union headquarters, the higher risk of COVID-19 in Europe. However, these results are more likely to reflect the differences in the timing of and the responding to the outbreak, etc. between European countries, rather than the ‘effect’ of the distance to Brussels itself. Associations observed at the group level have limitations to reflect individual-level associations – the so-called ecological fallacy. Given the public concern over COVID-19, ecological studies should be conducted and interpreted with great cautions, in case the results would be mistakenly understood.

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