Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

Beyond echo chambers

How network homophily and algorithmic recommendations shape political polarization among young Indian voters

Bibliographic Data

ID22204705
AuthorsManya Sonny (0009-0008-9323-0337, University of Calicut, corresponding author), Vipin Benny (0000-0002-1483-6429, University of Calicut), K Lakshmi (0009-0007-7017-9818, University of Calicut)
Year2026
Volume13
Pages102586
Publication date2026-06-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueSocial Sciences & Humanities Open (JOURNAL)
Journal identifiersISSN: 2590-2911 • E-ISSN: 2590-2911
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.ssaho.2026.102586
OpenAlexW7131083161
LanguageEN
References cited48

The emergence of social media has shaken up political communication, especially among young Indians, for whom information available online has become one of the most crucial elements in the process of ideology formation and political activation. This paper highlights the structural, technological, and psychological forces that lead to enlarged echo chambers and polarised politics. Drawing upon a unifying theory based on Homophily Theory, Social Identity Theory, Selective Exposure and Algorithm Amplification, and Motivated Reasoning, it explores the direct and indirect connexions between network homophily, algorithmic content recommendations, and polarization through belief reinforcement loops. A quantitative survey of 825 young Indian voters was conducted, and the data were analyzed using Structural Equation Modelling (SmartPLS) to test the proposed framework. The results suggest that homophilous networks and algorithmic curation are important factors in echo chamber strength, resulting in increasingly polarised positions and polarization. The results point to the interaction between the architecture of individualisation, social clustering, and cognitive biases as determinants of digital political behaviour. The study pulls together several strands of thinking to make a harmonious whole by extending selective exposure and motivated reasoning theories into algorithmic settings and placing echo chamber studies within the context of a new democracy still in the making. These findings further highlight the importance of platform design and policy interventions that promote exposure to diverse views and protect deliberative democracy in practice. By placing the discourse of polarization in the Indian context, this work not only enriches the scope of echo chamber research in a global context, but also provides insights into the dilemmas of sustaining pluralism in the age of algorithmic mediation

Democracy · Homophily · Ideology · Politics · Social media · Computational and Text Analysis Methods · Ethics and Social Impacts of AI · Social Media and Politics

  • Biased assimilation, homophily, and the dynamics of polarization

    Open Access•Pranav Dandekar, Ashish Goel et al.•Proceedings of the National…•2013

  • Algorithmic Accountability

    Nicholas Diakopoulos•Digital Journalism•2015

  • Epistemic beliefs’ role in promoting misperceptions and conspiracist ideation

    Open Access•R Kelly Garrett, Brian E Weeks et al.•PLoS ONE•2017

  • Twenty Years of Digital Media Effects on Civic and Political Participation

    Open Access•Shelley Boulianne•Communication Research•2020

  • Impact of Covid-19 on the media system. Communicative and democratic consequences of news consumption during the outbreak

    Andreu Casero-Ripollés•El Profesional de la Informacion•2020

  • Cultural Variability in the Link Between Environmental Concern and Support for Environmental Action

    Open Access•Kimin Eom, Heejung S Kim et al.•Psychological Science•2016

  • Tweeting From Left to Right

    Open Access•Pablo Barberá Aresté, Pablo Barberá et al.•Psychological Science•2015

  • Exposure to ideologically diverse news and opinion on Facebook

    Open Access•Eytan Bakshy, Messing et al.•Science•2015

  • Confirmation Bias

    Open Access•Raymond S Nickerson•Review of General Psychology•1998

  • Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models

    Open Access•Kristopher J Preacher, Andrew F Hayes•Behavior Research Methods•2008

  • Using PLS path modeling in new technology research

    Open Access•Jörg Henseler, Geoffrey Hubona et al.•Industrial Management & Data…•2016

  • When to use and how to report the results of PLS-SEM

    Open Access•Joseph F Hair, Jeffrey J Risher et al.•European Business Review•2019

  • Exposure to opposing views on social media can increase political polarization

    Open Access•Christopher A Bail, Chris Bail et al.•Proceedings of the National…•2018

  • Facebook news and (de)polarization

    Michael A Beam, Myiah J Hutchens et al.•Information Communication & Society•2018

  • Echo Chamber or Public Sphere? Predicting Political Orientation and Measuring Political Homophily in Twitter Using Big Data

    Open Access•Elanor Colleoni, Alessandro Rozza et al.•Journal of Communication•2014

  • Online Groups and Political Discourse

    Open Access•Magdalena Wojcieszak, Magdalena E Wojcieszak et al.•Journal of Communication•2009

  • Polarization and Partisan Selective Exposure

    Open Access•Natalie Jomini Stroud•Journal of Communication•2010

  • Homophily, group size, and the diffusion of political information in social networks

    Open Access•Yosh Halberstam, Brian Knight•Journal of Public Economics•2016

  • Media audience homophily

    Open Access•Shira Dvir-Gvirsman•New Media & Society•2016

  • Automated Media

    Open Access•Philip M Napoli•Communication Theory•2014

  • The triple‐filter bubble

    Open Access•Daniel Geschke, J Lorenz et al.•British Journal of Social…•2018

  • Could digital platforms capture the media through infrastructure

    Open Access•Efrat Nechushtai•Journalism•2017

  • How Accurate Are Survey Responses on Social Media and Politics

    Allison M Gue, Kevin Munger et al.•Political Communication•2018

  • Hot Cognition or Cool Consideration? Testing the Effects of Motivated Reasoning on Political Decision Making

    David P Redlawsk•The Journal of Politics•2002

  • Filter Bubbles, Echo Chambers, and Online News Consumption

    Seymour Flaxman, Seth Flaxman et al.•Public Opinion Quarterly•2016

  • Mass Polarization

    Yphtach Lelkes•Public Opinion Quarterly•2016

  • The Agenda-Setting Function of Mass Media

    Maxwell E Mccombs, Maxwell Mccombs et al.•Public Opinion Quarterly•1972

  • The Automaticity of Affect for Political Leaders, Groups, and Issues

    Open Access•Milton Lodge, Charles S Taber•Political Psychology•2005

  • The Strengthening of Partisan Affect

    Open Access•Sharad Iyengar, Shanto Iyengar et al.•Political Psychology•2018

  • How Ideology Fuels Affective Polarization

    Open Access•Jon C Rogowski, Joseph L Sutherland•Political Behavior•2016

  • Birds of the Same Feather Tweet Together

    Open Access•Pablo Barberá Aresté, Pablo Barberá•Political Analysis•2015

  • Fear and Loathing across Party Lines

    Open Access•Sharad Iyengar, Shanto Iyengar et al.•American Journal of Political…•2015

  • The Economic Consequences of Partisanship in a Polarized Era

    Open Access•Christopher Mcconnell, Yotam Margalit et al.•American Journal of Political…•2018

  • The Origins and Consequences of Affective Polarization in the United States

    Sharad Iyengar, Yphtach Lelkes et al.•Annual Review of Political Science•2018

  • I Disrespectfully Agree

    Open Access•L Mason•American Journal of Political…•2014

  • Affect, Not Ideology

    Sharad Iyengar, Shanto Iyengar et al.•Public Opinion Quarterly•2012

  • The case for motivated reasoning

    Ziva Kunda•Psychological Bulletin•1990

  • Exposure to untrustworthy websites in the 2016 US election

    Open Access•Allison M Gue, Brendan Nyhan et al.•Nature Human Behaviour•2020

  • Expressive Partisanship

    Open Access•Leonie Huddy, L Mason et al.•American Political Science Review•2015

  • How Elite Partisan Polarization Affects Public Opinion Formation

    Open Access•James N Druckman, Erik Peterson et al.•American Political Science Review•2013

  • Dynamics of Dyads in Social Networks

    Mark Rivera, Mark T Rivera et al.•Annual Review of Sociology•2010

  • Birds of a Feather

    Miller Mcpherson, L Smith-Lovin et al.•Annual Review of Sociology•2001

  • The Strength of Weak Ties

    Mark Granovetter, Mark S Granovetter•American Journal of Sociology•1973

Citation velocityhistorical
Highly citedNo

Tools

Open DOIOpen Access
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae