Twitter Users’ Displays of Affect in the Global Warming Debate

2021 ◽  
pp. 004728162110078
Author(s):  
Shanna Cameron ◽  
Alexandra Russell ◽  
Luke Brake ◽  
Katherine Fredlund ◽  
Angela Morris
Keyword(s):  
Climate Change ◽  
Social Media ◽  
Global Warming ◽  
Content Analysis ◽  
Technical Communication ◽  
Research Team ◽  
Future Research ◽  
Climate Change Research ◽  
Quantitative Content ◽  
Twitter Users

This article engages with recent discussions in the field of technical communication that call for climate change research that moves beyond the believer/denier dichotomy. For this study, our research team coded 900 tweets about climate change and global warming for different emotions in order to understand how Twitter users rely on affect rhetorically. Our findings use quantitative content analysis to challenge current assumptions about writing and affect on social media, and our results indicate a number of arenas for future research on affect, global warming, and rhetoric.

scholarly journals Voices in the Storm: The Lost Discourse of Climate Change in Hurricanes Harvey and Irma

2018 ◽  
Vol 1 (2) ◽  
pp. 72-78
Author(s):  
B.F. Battistoli ◽  
Keyword(s):  
Climate Change ◽  
New York ◽  
Global Warming ◽  
Content Analysis ◽  
Los Angeles ◽  
Research Question ◽  
New York Times ◽  
Future Research ◽  
Extensive Literature ◽  
Hurricane Irma

This study sought to answer the research question: How did media address climate change in reporting on Hurricanes Harvey and Irma? A content analysis was performed on the coverage of Hurricanes Harvey and Irma over a six-week timeframe by two national newspapers, The New York Times and the Los Angeles Times, and two local newspapers, the Houston Chronicle for Hurricane Harvey and the Tampa Bay Times for Hurricane Irma. A keyword analysis yielded 630 news articles (N=630), of which only 23 (3.65%) mentioned “climate change,” “global warming,” or both. Language that addressed these terms was coded on a Likert Scale (0-5, negative to positive), yielding a median score of 3.44, “slightly positive.” An extensive literature review and discussion of the findings and implications for future research are included. Keywords: Hurricane Harvey, Hurricane Irma, climate change, global warming, newspaper content analysis.

Methods for Assessing Online Climate Change Communication, Social Media Discussion, and Behavior

2017 ◽  
Author(s):  
Leona Yi-Fan Su ◽  
Heather Akin ◽  
Dominique Brossard
Keyword(s):  
Climate Change ◽  
Social Media ◽  
Research Methods ◽  
Science Communication ◽  
Survey Methods ◽  
Online Communication ◽  
Future Research ◽  
Online Surveys ◽  
Climate Change Research ◽  
Research Fields

In recent years, increased Internet access and new communication technologies have led to the development of online methods for gathering public opinion and behavioral data related to controversial issues like climate change. To help climate-change researchers better adapt to the new era of online-based research, a review of, and methodological applications for, prevailing Internet-based research methods are provided here. Online surveys have become more common in the last decade for several reasons, including their relatively low administration cost, the pervasiveness of Internet communication, and declining response rates associated with traditional survey methods. Experiments embedded within online surveys have also become a useful tool for examining the extent to which online communications influence publics’ attitudes and behaviors. Other research methods that have gained growing attention from scholars are content analyses of online communication using big data approaches. By mining the seemingly infinite amount of user-generated content extracted from different social media sites, researchers are able to analyze issue awareness, responses to instant news, and emerging sentiments. This article provides a detailed overview of these Internet-based research methods, including their potential advantages and pitfalls, their applications in the science-communication and climate-change research fields, as well as suggestions for future research.

Comparing Representation of Depression on Reddit and Twitter Social Media Platforms (Preprint)

2020 ◽  
Author(s):  
Ethan Kaji ◽  
Maggie Bushman
Keyword(s):  
Mental Health ◽  
Social Media ◽  
Content Analysis ◽  
Relative Frequency ◽  
Social Activity ◽  
Social Media Platforms ◽  
Dsm Iv ◽  
Twitter Users

BACKGROUND Adolescents with depression often turn to social media to express their feelings, for support, and for educational purposes. Little is known about how Reddit, a forum-based platform, compares to Twitter, a newsfeed platform, when it comes to content surrounding depression. OBJECTIVE The purpose of this study is to identify differences between Reddit and Twitter concerning how depression is discussed and represented online. METHODS A content analysis of Reddit posts and Twitter posts, using r/depression and #depression, identified signs of depression using the DSM-IV criteria. Other youth-related topics, including School, Family, and Social Activity, and the presence of medical or promotional content were also coded for. Relative frequency of each code was then compared between platforms as well as the average DSM-IV score for each platform. RESULTS A total of 102 posts were included in this study, with 53 Reddit posts and 49 Twitter posts. Findings suggest that Reddit has more content with signs of depression with 92% than Twitter with 24%. 28.3% of Reddit posts included medical content compared to Twitter with 18.4%. 53.1% of Twitter posts had promotional content while Reddit posts didn’t contain promotional content. CONCLUSIONS Users with depression seem more willing to discuss their mental health on the subreddit r/depression than on Twitter. Twitter users also use #depression with a wider variety of topics, not all of which actually involve a case of depression.

scholarly journals Climate Change Disclosures in the Annual Reports: Evidence from Bangladesh

2017 ◽  
Vol 9 (2) ◽  
pp. 88
Author(s):  
Pappu Kumar Dey ◽  
Mohammad Nakib ◽  
Probal Dutta
Keyword(s):  
Climate Change ◽  
Water Management ◽  
Global Warming ◽  
Content Analysis ◽  
Energy Saving ◽  
Banking Industry ◽  
Stock Exchange ◽  
Listed Companies ◽  
Cement Industry ◽  
Annual Reports

This study examines the nature and extent of climate change disclosures in the corporate annual reports of the listed companies in Dhaka Stock Exchange, Bangladesh. For this purpose, annual reports related to the year 2014 of the sample 88 listed companies have been scrutinized. In regard to this study, content analysis approach has been conducted considering thirteen different disclosure issues regarding climate change. Our analysis provides the comprehension of below average climate change disclosure practices by the Bangladeshi companies, though 58 percent companies have reported at least one issue on climate change and global warming. ‘Energy saving & efficiency’ and ‘water management & pollution’ are mostly reported issues that are industry specific requirements in some case. From the viewpoint of industry, Banking industry and Cement industry have started to report some issues related to the climate change, where 4 industries out of selected 17 industries have not provided any climate change disclosure. Disseminating climate change disclosure within 10 sentences by most of the reported companies manifests the desideratum of in-depth disclosure practices.

scholarly journals Twitter, Telepractice, and the COVID-19 Pandemic: A Social Media Content Analysis

2021 ◽  
pp. 1-11
Author(s):  
Kristen Weidner ◽  
Joneen Lowman ◽  
Anne Fleischer ◽  
Kyle Kosik ◽  
Peyton Goodbread ◽  
...  
Keyword(s):  
Social Media ◽  
Content Analysis ◽  
Technology Implementation ◽  
Scale Up ◽  
Media Content Analysis ◽  
Data Set ◽  
Implementation Framework ◽  
Health Crisis ◽  
Wide Scale ◽  
Twitter Users

Purpose Telepractice was extensively utilized during the COVID-19 pandemic. Little is known about issues experienced during the wide-scale rollout of a service delivery model that was novel to many. Social media research is a way to unobtrusively analyze public communication, including during a health crisis. We investigated the characteristics of tweets about telepractice through the lens of an established health technology implementation framework. Results can help guide efforts to support and sustain telehealth beyond the pandemic context. Method We retrieved a historical Twitter data set containing tweets about telepractice from the early months of the pandemic. Tweets were analyzed using a concurrent mixed-methods content analysis design informed by the nonadoption, abandonment, scale-up, spread, and sustainability (NASSS) framework. Results Approximately 2,200 Twitter posts were retrieved, and 820 original tweets were analyzed qualitatively. Volume of tweets about telepractice increased in the early months of the pandemic. The largest group of Twitter users tweeting about telepractice was a group of clinical professionals. Tweet content reflected many, but not all, domains of the NASSS framework. Conclusions Twitter posting about telepractice increased during the pandemic. Although many tweets represented topics expected in technology implementation, some represented phenomena were potentially unique to speech-language pathology. Certain technology implementation topics, notably sustainability, were not found in the data. Implications for future telepractice implementation and further research are discussed.

OPINI PUBLIK TERHADAP PENERAPAN NEW NORMAL DI MEDIA SOSIAL TWITTER

2020 ◽  
Vol 11 (1) ◽  
pp. 19-26
Author(s):  
AWAD BIN MUHAMMAD ALKATIRI ◽  
ZHAFIRA NADIAH ◽  
ADINDA NADA S. NASUTION
Keyword(s):  
Social Media ◽  
Content Analysis ◽  
Public Opinion ◽  
Thematic Analysis ◽  
Research Method ◽  
Age Groups ◽  
Validity And Reliability ◽  
New Normal ◽  
Quantitative Content ◽  
The Social

Social media is popular with all ages, people in young and old age groups can access social media. Social media is a place for information and opinion exchange. Twitter is one of the social media that is actively used in Indonesia. The new normal phenomenon that is currently being applied is wanted to be further known by researchers by referring to the hashtag #newnormalindonesia on Twitter. Researchers want to find out how public opinion is formed based on the hashtag #newnormalindonesia on Twitter. This research uses the concept of public opinion which is categorized into positive, negative, and neutral. In the research method, researchers use quantitative content analysis, the analysis unit uses thematic analysis units with the operationalization of concepts using the concept of public opinion. Coding sheets are used as instruments in data collection techniques, then in testing the validity and reliability using inter-coder reliability. The results showed that the twitter posts with the #newnormalindonesia hashtag tendto be negative by not supporting the implementation of new normal.

Topic modelling of public Twitter discourses, part bot, part active human user, on climate change and global warming

2021 ◽  
Vol 2 (1) ◽  
pp. 31-53
Author(s):  
Ahmed Al-Rawi ◽  
Oumar Kane ◽  
Aimé-Jules Bizimana
Keyword(s):  
Climate Change ◽  
Global Warming ◽  
Mixed Method ◽  
Large Datasets ◽  
Online Discussions ◽  
Topic Modelling ◽  
Twitter Users ◽  
Method Approach ◽  
Different Parts ◽  
Natural Cycles

Twitter is a key site for understanding the highly polarized and politicized debate around climate change. We examined large datasets comprising about 15 million tweets from different parts of the world referencing climate change and global warming. Our examination of the twenty most active users employing the term ‘global warming’ are likely to be automated accounts or bots than the most active users employing the term ‘climate change’. We used a mixed method approach including topic modelling, which is a digital method that automatedly identifies the top topics using an algorithm to understand how Twitter users engage with discussions on ‘climate change’ and ‘global warming’. The percentage of the top 400 users who use the term ‘climate change’ and believe it is human-made or anthropogenic (82.5%) is much higher than users who use the term ‘global warming’ and believe in human causation (25.5%). Similarly, the percentage of active users who use the term ‘global warming’ were much more likely to believe it is a results of natural cycles (18%) than active users who use the term ‘climate change’ (5%). We also identified and qualitatively analysed the positions of the most active users. Our findings reveal clear politically polarized views, with many politicians cited and trolled in online discussions, and significant differences reflected in terminology.

A Comparative View of Censored and Uncensored Political Discussion

2017 ◽  
pp. 269-282
Author(s):  
Qihao Ji
Keyword(s):  
Social Media ◽  
Content Analysis ◽  
Future Research ◽  
Chinese Government ◽  
Political Discussion ◽  
Time Period ◽  
Social Media Platforms ◽  
Internet Censorship ◽  
Media Discourses ◽  
The Impact

Through a content analysis on Chinese online dissidents' social media discourses, this study examines the impact of Internet censorship on Chinese dissidents' political discourse in two social media platforms: Weibo and Twitter. Data was collected during a time period when China's Internet censorship was tightened. Results revealed that Chinese online dissidents are more likely to post critical opinions and direct criticism towards the Chinese government on Twitter. In addition, dissidents on Twitter are more likely to engage in discussing with others, while Weibo dissidents tend to adopt linguistic skills more often to bypass censorship. No difference was found in terms of dissidents' civility and rationality across the two platforms. Implications and future research are discussed in detail.

scholarly journals Assessing the applicability of Hofstede’s cultural dimensions for Global 500 corporations’ Facebook profiles and content

2017 ◽  
Vol 21 (1) ◽  
pp. 51-67 ◽  
Author(s):  
Kevin D. Lo ◽  
Richard D. Waters ◽  
Nicklas Christensen
Keyword(s):  
Social Media ◽  
Content Analysis ◽  
Cultural Dimensions ◽  
Media Culture ◽  
Future Research ◽  
Content Type ◽  
Specific Direction ◽  
Global Nature ◽  
The Individual ◽  
Facebook Pages

Purpose The purpose of this paper is to examine how Hofstede’s six cultural dimensions are reflected on the official corporate Facebook pages from 259 organizations on Fortune magazine’s Global 500 list. This is the first attempt to create a conceptualization of Hofstede’s dimensions for organizational social media use. Design/methodology/approach To determine how Facebook is used by the Global 500 corporations, a content analysis was carried out based on the 2013 listing of the highest revenue corporations throughout the world. As a research method, content analysis allows researchers to examine the actual practices of communication by focusing on the information provided through textual and visual messages. Findings The results paint a mixed picture indicating that the global nature of these corporations is echoed in a somewhat similar overall presence on Facebook; but when the individual elements (About Us, updates, and media) are examined, statistical differences emerge in relation to the reflection of the cultural dimensions. Originality/value To the authors’ knowledge, this is the first work to match Facebook behaviors with Hofstede’s dimensions. This work needs to be replicated with other organizations to determine its staying power. In addition, future research might tap into agency and any consciousness on the part of social media managers in a specific direction. Depending on those findings, they might make important statements on the emergence of a global social media culture.

scholarly journals Do Corporate Carbon Policies Enhance Legitimacy? A Social Media Perspective

2019 ◽  
Vol 11 (4) ◽  
pp. 1161 ◽  
Author(s):  
Federico Galán-Valdivieso ◽  
Laura Saraite-Sariene ◽  
Juana Alonso-Cañadas ◽  
María Caba-Pérez
Keyword(s):  
Climate Change ◽  
Social Media ◽  
North America ◽  
Stakeholder Engagement ◽  
Future Research ◽  
Carbon Mitigation ◽  
Related Factors ◽  
Carbon Policy ◽  
Carbon Performance ◽  
Practical Implications

Stakeholders are increasingly concerned about climate change and companies’ commitment to anticipate future carbon-related risks, and grant or withdraw support depending on their perceptions of firms’ carbon performance. The aim of this research is to analyse which carbon-related factors influence stakeholders with regards to the legitimacy-granting process. The sample in this study includes 146 firms from North America and Europe committed to carbon mitigation, whose legitimacy is measured via social media interactions. Findings show that setting a corporate carbon policy and disclosing an internal price of carbon are positively linked to legitimacy, while other factors are negatively or not related to legitimacy. This study makes theoretical contributions, proposing a metric based on social media stakeholder engagement to measure corporate legitimacy, as well as practical implications, revealing which carbon information shapes stakeholders’ perception of firms’ climate performance, and opening new possibilities for future research.

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