Subtopic Deep Dive
Social Media in Science Education
Research Guide
What is Social Media in Science Education?
Social Media in Science Education examines the use of platforms like Twitter, TikTok, and Instagram to enhance inquiry-based learning, citizen science participation, and correction of scientific misconceptions in educational settings.
Researchers analyze Twitter posts from institutions like Instituto Ayrton Senna for educational policy trends (Rui da Silva and Theresa Adrião, 2021, 4 citations). Studies explore scientific discourses on social media amid policy shifts (Anderson de Carvalho Pereira, 2020). Additional works address science dissemination and gender dynamics in science teaching via digital platforms (Igor Moraes-Cardoso and Helena de Souza Pereira, 2021; Ana Paula Butzen Hendges and Rosemar Ayres dos Santos, 2023).
Why It Matters
Social media platforms enable democratized STEM access in under-resourced regions by facilitating citizen science and misconception correction. Rui da Silva and Theresa Adrião (2021) show how Twitter amplifies educational policy agendas from Instituto Ayrton Senna, influencing public science literacy. Anderson de Carvalho Pereira (2020) highlights tensions between scientific and political discourses on social media, impacting researcher mobility and science communication strategies. These applications bridge formal education gaps through gamified learning and teacher training.
Key Research Challenges
Measuring Engagement Impact
Quantifying how Twitter interactions translate to learning outcomes remains difficult due to self-reported data limitations. Rui da Silva and Theresa Adrião (2021) analyze tweet trends but note challenges in linking mentions to behavioral changes. Experiments require longitudinal tracking across platforms like Instagram.
Addressing Misinformation Spread
Social media amplifies scientific misconceptions faster than corrections, complicating education efforts. Anderson de Carvalho Pereira (2020) documents policy-induced discourse shifts that blur scientific facts. Platforms like TikTok demand real-time verification tools for educators.
Gender and Equity Barriers
Women face insertion barriers in science-tech fields, exacerbated by biased social media representations. Ana Paula Butzen Hendges and Rosemar Ayres dos Santos (2023) review Brazilian studies showing cultural discourse impacts. Inclusive platform strategies for under-resourced groups are underdeveloped.
Essential Papers
REDES SOCIAIS E POLÍTICA EDUCACIONAL: ANÁLISE DO INSTITUTO AYRTON SENNA NO TWITTER DE 2013 A 2020
Rui da Silva, Theresa Adrião · 2021 · Revista Brasileira de Política e Administração da Educação - Periódico científico editado pela ANPAE · 4 citations
O artigo procura analisar a incidência do Instituto Ayrton Senna (IAS) expressa no Twitter observando as tendências identificadas nas mensagens, os usuários mencionados e as agendas veiculadas. Uti...
Discursos sobre ciência, tecnologia e deslocamento de pesquisadores: o político e o científico se (des)encontram
Anderson de Carvalho Pereira · 2020 · ABRALIN · 0 citations
As políticas governamentais brasileiras para ciência passaram em período recente pela transformação do Ministério da Ciência e Tecnologia em Ministério da Ciência, Tecnologia Inovações e Comunicaçã...
Divulgação e letramento científico no ensino de ciências como campo da linguística
Igor Moraes-Cardoso, Helena de Souza Pereira · 2021 · 0 citations
O curso superior de tecnologia tem condições de promover ascensão socioeconômica?
Zuleica Cristina Mizael Vicente · 2018 · 0 citations
Our objective in this research was to analyze if the diploma obtained with the conclusion of the superior course of technology of the State of São Paulo (FATEC) altered in some way the work situati...
A QUALIS E O CIENTISTA INFLUENCER
Douglas de Souza Santos, Valéria Aparecida Bari · 2025 · 0 citations
Relations Between Gender and Science-Technology in Brazilian Science Teaching: What do Researches Say?
Ana Paula Butzen Hendges, Rosemar Ayres dos Santos · 2023 · Revista Brasileira de Pesquisa em Educação em Ciências · 0 citations
Through discourses constructed in historical, cultural and social contexts, women face difficulties regarding the insertion, permanence and ascension in the scientific-technological career. In this...
Produtividade científica e tecnológica dos docentes da Universidade Federal de Roraima
Layonize Felix Correia da Silva, Manuela B. Pucca · 2022 · Avaliação Revista da Avaliação da Educação Superior (Campinas) · 0 citations
O mapeamento da produção científica e tecnológica dos docentes de uma universidade é essencial para compreender a dinâmica que envolve a produção intelectual, tanto para os pesquisadores quanto par...
Reading Guide
Foundational Papers
No pre-2015 papers available; start with Rui da Silva and Theresa Adrião (2021) for core Twitter analysis in educational policy as the citation leader.
Recent Advances
Prioritize Ana Paula Butzen Hendges and Rosemar Ayres dos Santos (2023) for gender dynamics; Douglas de Souza Santos and Valéria Aparecida Bari (2025) on scientist influencers.
Core Methods
Tweet corpus analysis, discourse mapping of science-policy intersections, and systematic reviews of gender barriers in digital science communication.
How PapersFlow Helps You Research Social Media in Science Education
Discover & Search
PapersFlow's Research Agent uses searchPapers and exaSearch to find low-citation works like 'REDES SOCIAIS E POLÍTICA EDUCACIONAL' by Rui da Silva and Theresa Adrião (2021), then citationGraph reveals policy networks, and findSimilarPapers uncovers related gender studies by Ana Paula Butzen Hendges and Rosemar Ayres dos Santos (2023).
Analyze & Verify
Analysis Agent employs readPaperContent on Rui da Silva and Theresa Adrião (2021) to extract tweet corpora, verifyResponse with CoVe checks discourse claims against Pereira (2020), and runPythonAnalysis with pandas processes engagement metrics for statistical verification, graded by GRADE for evidence strength in education impacts.
Synthesize & Write
Synthesis Agent detects gaps in Twitter-only studies versus TikTok potential, flags contradictions between policy discourses (Pereira, 2020) and gender equity (Hendges and Santos, 2023); Writing Agent uses latexEditText, latexSyncCitations for Rui da Silva (2021), latexCompile reports, and exportMermaid diagrams platform engagement flows.
Use Cases
"Analyze Twitter engagement data from science education papers for correlation with learning outcomes."
Research Agent → searchPapers → Analysis Agent → runPythonAnalysis (pandas on tweet metrics from Rui da Silva 2021) → matplotlib plots of correlations output.
"Draft a review paper on social media's role in Brazilian science teaching gender equity."
Research Agent → findSimilarPapers (Hendges 2023) → Synthesis Agent → gap detection → Writing Agent → latexEditText + latexSyncCitations + latexCompile → PDF with citations.
"Find GitHub repos with code for social media science education analytics."
Research Agent → paperExtractUrls (from Santos 2025) → Code Discovery → paperFindGithubRepo → githubRepoInspect → verified analysis scripts.
Automated Workflows
Deep Research workflow conducts systematic review of 50+ papers on Twitter in education, chaining searchPapers → citationGraph → structured report with Rui da Silva (2021) centrality. DeepScan applies 7-step analysis to Pereira (2020) discourses with CoVe checkpoints for policy verification. Theorizer generates hypotheses on Instagram for misconception correction from Hendges (2023) gender data.
Frequently Asked Questions
What is Social Media in Science Education?
It evaluates platforms like Twitter for inquiry-based learning and citizen science, as in Rui da Silva and Theresa Adrião's (2021) analysis of Instituto Ayrton Senna tweets.
What methods are used?
Content analysis of tweets (Rui da Silva and Theresa Adrião, 2021), discourse studies on policy shifts (Anderson de Carvalho Pereira, 2020), and reviews of gender representations (Ana Paula Butzen Hendges and Rosemar Ayres dos Santos, 2023).
What are key papers?
Top cited is Rui da Silva and Theresa Adrião (2021, 4 citations) on Twitter policy; recent includes Hendges and Santos (2023) on gender in science teaching.
What open problems exist?
Challenges include longitudinal impact measurement and countering misinformation, with gaps in TikTok/Instagram experiments beyond Twitter analyses.
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Part of the Science and Science Education Research Guide