Casual Social Media Use among the Youth: Effects on Online and Offline
Political Participation
- URL: http://arxiv.org/abs/2312.10095v1
- Date: Thu, 14 Dec 2023 15:50:53 GMT
- Title: Casual Social Media Use among the Youth: Effects on Online and Offline
Political Participation
- Authors: Mehdi Barati
- Abstract summary: Previous studies suggest that social media use among the youth is correlated with online and offline political participation.
This study uses three models of OLS, two-way fixed effects, and an instrumental variable approach to make causal inferences about social media use.
- Score: 0.0
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Background: Previous studies suggest that social media use among the youth is
correlated with online and offline political participation. There is also a
mixed and inconclusive debate on whether more online political participation in
the youth increases their offline political participation. Methods: This study
uses three models of OLS, two-way fixed effects, and an instrumental variable
approach to make causal inferences about social media use, online, and offline
political participation of the youth. Findings: The analyses provide evidence
of a large effect of casual social media use on online political participation,
and no effect or negligible effect on offline political participation and
voting behavior. The results from fixed effects and instrumental variable
models provide strong evidence of elasticity between online and offline
political participation in young individuals. On average, a one percent
increase in online political participation increases the offline political
activity index by 0.12 percent.
Related papers
- Unveiling Political Influence Through Social Media: Network and Causal Dynamics in the 2022 French Presidential Election [0.0]
During the 2022 French presidential election, we collected daily Twitter messages on key topics posted by political candidates and their close networks.<n>Using a data-driven approach, we analyze interactions among political parties, identifying central topics that shape the landscape of political debate.<n>Our findings demonstrate how specific issues, such as health and foreign policy, act as catalysts for cross-party influence, particularly during critical election phases.
arXiv Detail & Related papers (2025-06-19T16:35:02Z) - Digital Natives, Digital Activists: Youth, Social Media and the Rise of Environmental Sustainability Movements [0.0]
This study focuses on the environmental craze on social media platforms and its impact on young activists aged 16-25.<n>The article contributes to insights on emerging forms of civic activism by explaining how digital natives adapt technology to reframe green activism.
arXiv Detail & Related papers (2025-05-15T10:36:24Z) - Active Advantage-Aligned Online Reinforcement Learning with Offline Data [56.98480620108727]
We introduce A3RL, which incorporates a novel confidence aware Active Advantage Aligned sampling strategy.<n>We demonstrate that our method outperforms competing online RL techniques that leverage offline data.
arXiv Detail & Related papers (2025-02-11T20:31:59Z) - On the Use of Proxies in Political Ad Targeting [49.61009579554272]
We show that major political advertisers circumvented mitigations by targeting proxy attributes.
Our findings have crucial implications for the ongoing discussion on the regulation of political advertising.
arXiv Detail & Related papers (2024-10-18T17:15:13Z) - The Psychological Impacts of Algorithmic and AI-Driven Social Media on Teenagers: A Call to Action [0.0]
This study investigates the meta-issues surrounding social media.
Our investigation reveals a paradoxical outcome: rather than fostering closer relationships and improving social lives, the algorithms and structures that underlie social media contribute to a profound psychological impact on individuals.
This phenomenon is particularly pronounced among teenagers, who are disproportionately affected by curated online personas, peer pressure to present a perfect digital image, and the constant bombardment of notifications and updates that characterize their social media experience.
arXiv Detail & Related papers (2024-08-19T18:49:12Z) - Physical partisan proximity outweighs online ties in predicting US voting outcomes [5.994629264812846]
Using individual survey data and aggregated and de-identified co-location and online network data, we investigate the relationship between partisan exposure and vote choice in the US.<n>We find that partisan exposure in the physical space, as captured by co-location patterns, more accurately predicts electoral outcomes in US counties.<n>We also estimate county-level experienced partisan segregation and examine its relationship with individuals' demographic and socioeconomic characteristics.
arXiv Detail & Related papers (2024-07-16T20:02:18Z) - Sampled Datasets Risk Substantial Bias in the Identification of Political Polarization on Social Media [34.192291430580454]
We study the structural polarization of the Polish political debate on Twitter over a 24-hour period.
Large samples can be representative of the whole political discussion on a platform, but small samples consistently fail to accurately reflect the true structure of polarization online.
arXiv Detail & Related papers (2024-06-28T12:13:29Z) - Understanding Divergent Framing of the Supreme Court Controversies:
Social Media vs. News Outlets [56.67097829383139]
We focus on the nuanced distinctions in framing of social media and traditional media outlets concerning a series of U.S. Supreme Court rulings.
We observe significant polarization in the news media's treatment of affirmative action and abortion rights, whereas the topic of student loans tends to exhibit a greater degree of consensus.
arXiv Detail & Related papers (2023-09-18T06:40:21Z) - Demographic Confounding Causes Extreme Instances of Lifestyle Politics
on Facebook [73.37786708074361]
We find that the most extreme instances of lifestyle politics are those which are highly confounded by demographics such as race/ethnicity.
The most liberal interests included electric cars, Planned Parenthood, and liberal satire while the most conservative interests included the Republican Party and conservative commentators.
arXiv Detail & Related papers (2022-01-17T16:48:00Z) - Reaching the bubble may not be enough: news media role in online
political polarization [58.720142291102135]
A way of reducing polarization would be by distributing cross-partisan news among individuals with distinct political orientations.
This study investigates whether this holds in the context of nationwide elections in Brazil and Canada.
arXiv Detail & Related papers (2021-09-18T11:34:04Z) - Low Government Performance and Uncivil Political Posts on Social Media:
Evidence from the COVID-19 Crisis in the US [0.0]
It is less clear how a government's performance is linked with people's uncivil political expression on social media.
The present study collected over 8 million posts on X/Twitter directed at US state governors and classified them as uncivil or not.
The results of the statistical analyses showed that increases in state-level COVID-19 cases led to a significantly higher number of uncivil posts against state governors.
arXiv Detail & Related papers (2021-07-21T12:19:14Z) - A Comparative Study of Online Disinformation and Offline Protests [0.2538209532048867]
The effects upon political protests have been unexplored.
There indeed is an effect between online disinformation and offline protests, but the effect is partially meditated by political polarization.
Internet shutdowns tend to decrease the counts, although, paradoxically, the absence of governmental online monitoring of social media tends to also decrease these.
arXiv Detail & Related papers (2021-06-21T11:40:00Z) - Two-Faced Humans on Twitter and Facebook: Harvesting Social Multimedia
for Human Personality Profiling [74.83957286553924]
We infer the Myers-Briggs Personality Type indicators by applying a novel multi-view fusion framework, called "PERS"
Our experimental results demonstrate the PERS's ability to learn from multi-view data for personality profiling by efficiently leveraging on the significantly different data arriving from diverse social multimedia sources.
arXiv Detail & Related papers (2021-06-20T10:48:49Z) - Quantifying social organization and political polarization in online
platforms [2.66512000865131]
We develop a methodology to quantify the positioning of online communities along social dimensions.
Applying our methodology to 5.1B Reddit comments made in 10K communities over 14 years, we measure how the macroscale community structure is organized.
We find Reddit underwent a significant polarization event around the 2016 U.S. presidential election, and remained highly polarized for years afterward.
arXiv Detail & Related papers (2020-10-01T17:59:40Z) - I Know Where You Are Coming From: On the Impact of Social Media Sources
on AI Model Performance [79.05613148641018]
We will study the performance of different machine learning models when being learned on multi-modal data from different social networks.
Our initial experimental results reveal that social network choice impacts the performance.
arXiv Detail & Related papers (2020-02-05T11:10:44Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.