Subtopic Deep Dive

Metaphors in Distance Education during Covid-19
Research Guide

What is Metaphors in Distance Education during Covid-19?

Metaphors in Distance Education during Covid-19 examines linguistic metaphors employed by educators and students to conceptualize remote learning challenges and adaptations during the pandemic.

Researchers analyze metaphor shifts in student and teacher perceptions of online education from pre- to post-Covid eras. Studies use phenomenological designs and qualitative metaphor analysis on university and K-12 groups. Over 10 papers published 2020-2022, with Dilmaç (2020) leading at 72 citations.

Curated Papers

Key Challenges

Why It Matters

Metaphor analysis reveals how language frames educational crises, informing hybrid learning designs (Demirbilek, 2021; Akpolat, 2021). Policymakers use these insights for teacher training and student support systems amid ongoing remote education needs (Jin, 2022; Günbaş & Gözüküçük, 2020). Findings highlight resilience gaps in art, EFL, and physical education contexts (Dilmaç, 2020; Okyar, 2022; Kırbaş, 2020).

Key Research Challenges

Cultural Metaphor Variability

Metaphors differ across Turkish university students and international groups, complicating cross-study comparisons (Demirbilek, 2021; Aksoy et al., 2021). Qualitative coding lacks standardization for pandemic-specific terms. Few studies address non-Turkish contexts despite global data availability.

Longitudinal Metaphor Tracking

Most research captures snapshots during peak Covid-19, missing pre-post shifts (Dilmaç, 2020; Akpolat, 2021). Longitudinal designs face recruitment issues in evolving crises. Teacher identity evolution remains underexplored (Zhang & Wang, 2022).

Quantitative Metaphor Validation

Phenomenological methods dominate without statistical metaphor frequency analysis (Günbaş & Gözüküçük, 2020; Ayyıldız & Yılmaz, 2021). Citation-based impact metrics overlook metaphor efficacy on learning outcomes. Integrating bibliometric trends is rare (Zhang & Wang, 2022).

Essential Papers

Students’ Opinions about the Distance Education to Art and Design Courses in the Pandemic Process

Sehran Dilmaç · 2020 · World Journal of Education · 72 citations

This research was carried out to determine student views on distance education through art and design courses. The study group of the research consists of 45 undergraduate students studying at diff...

Preservice Teachers’ Online Teaching Experiences During COVID-19

Meilan Jin · 2022 · Early Childhood Education Journal · 51 citations

Twenty Years’ Development of Teacher Identity Research: A Bibliometric Analysis

Yunyun Zhang, Ping Wang · 2022 · Frontiers in Psychology · 34 citations

This study aims to demonstrate a detailed knowledge map of teacher identity research via a 20-year data set from the Web of Science (WoS) database. A bibliometric analysis was employed for analyzin...

Üniversite Öğrencilerinin Uzaktan Öğretime İlişkin Metaforik Algıları

Nesip DEMİRBİLEK · 2021 · e-International Journal of Educational Research · 27 citations

Bu araştırmanın amacı üniversite öğrencilerinin uzaktan öğretim kavramı hakkındaki düşüncelerini metaforlar aracılığı ile nasıl kavramsallaştırdıklarını ortaya koymaktır. Araştırmada nitel araştırm...

University-level EFL students’ views on learning English online: a qualitative study

Hatice Okyar · 2022 · Education and Information Technologies · 26 citations

Views of Elementary School Children’s Parents about Distance Education during the Covid-19 Pandemic

Nilgün Günbaş, Meral Gözüküçük · 2020 · Sakarya University Journal of Education · 26 citations

Due to the Covid-19 pandemic, the Ministry of National Education of Turkey suspended face-to-face education in all the K-12 schools and initiated distance education on the Educational Information N...

Yükseköğretim Öğrencilerinin Koronavirüs (Covid-19) Pandemi Sürecinde Uzaktan Eğitime Yönelik Algıları

Dilara Arzugül Aksoy, Aras Bozkurt, Engin Kurşun · 2021 · Anadolu Üniversitesi Eğitim Fakültesi Dergisi · 22 citations

Koronavirüs (Covid-19) pandemisiyle beraber yaşanan kriz ortamında eğitimin devamlılığını sağlamak ve eğitimi sürdürülebilir kılmak adına [acil] uzaktan eğitim uygulamaya konulmuştur. Bu bağlamda a...

Reading Guide

Foundational Papers

No pre-2015 foundational papers available; start with highest-cited Dilmaç (2020, 72 citations) for art/design student views as baseline.

Recent Advances

Prioritize Jin (2022) for teacher experiences and Okyar (2022) for EFL online learning to capture 2022 advances.

Core Methods

Phenomenological qualitative analysis and metaphor elicitation from student responses, as in Demirbilek (2021) and Akpolat (2021).

How PapersFlow Helps You Research Metaphors in Distance Education during Covid-19

Discover & Search

Research Agent uses searchPapers and exaSearch to find metaphor studies like Demirbilek (2021) on Turkish student perceptions, then citationGraph reveals clusters around Dilmaç (2020) with 72 citations. findSimilarPapers expands to EFL and art education metaphors (Okyar, 2022; Dilmaç, 2020).

Analyze & Verify

Analysis Agent applies readPaperContent to extract metaphors from Akpolat (2021), verifies claims via CoVe against 10+ papers, and runs PythonAnalysis for frequency counts using pandas on qualitative data. GRADE grading scores phenomenological rigor in Jin (2022) and Kırbaş (2020).

Synthesize & Write

Synthesis Agent detects gaps in longitudinal tracking across Demirbilek (2021) and Aksoy et al. (2021), flags contradictions in student vs. teacher views. Writing Agent uses latexEditText, latexSyncCitations for 20 papers, and latexCompile to generate metaphor evolution reports with exportMermaid timelines.

Use Cases

"Count metaphor frequencies in primary student distance ed perceptions during Covid"

Research Agent → searchPapers(Demirbilek) → Analysis Agent → readPaperContent(Akpolat 2021) → runPythonAnalysis(pandas word count) → researcher gets CSV of top 10 metaphors like 'prison' or 'lifeline' with stats.

"Draft LaTeX review comparing teacher and student metaphors in pandemic education"

Synthesis Agent → gap detection(Jin 2022 vs Günbaş 2020) → Writing Agent → latexEditText(intro) → latexSyncCitations(10 papers) → latexCompile → researcher gets compiled PDF with bibliography and figure captions.

"Find code for metaphor analysis in distance ed papers"

Research Agent → paperExtractUrls(Dilmaç 2020) → Code Discovery → paperFindGithubRepo → githubRepoInspect → researcher gets NVivo scripts or Python NLTK analyzers linked to 2021 Turkish studies.

Automated Workflows

Deep Research workflow conducts systematic review of 50+ OpenAlex papers on Covid metaphors, chaining searchPapers → citationGraph → structured report with GRADE scores. DeepScan applies 7-step analysis to Akpolat (2021), verifying metaphor themes via CoVe checkpoints. Theorizer generates theory on metaphor shifts from Jin (2022) and Demirbilek (2021) clusters.

Try Doxa for Metaphors in Distance Education during Covid-19 Research

Frequently Asked Questions

What is the definition of metaphors in distance education during Covid-19?

It examines linguistic metaphors used by educators and students to describe remote learning challenges and adaptations during the pandemic.

What methods are used in these studies?

Phenomenological designs and qualitative metaphor analysis dominate, as in Demirbilek (2021) with university students and Akpolat (2021) for middle schoolers.

What are key papers?

Dilmaç (2020, 72 citations) on art students, Demirbilek (2021, 27 citations) on university metaphors, Jin (2022, 51 citations) on preservice teachers.