ऐसा शोध जो ENA को व्यवहार में लाता है।

35 लेख

पृष्ठ 6 / 6

Photorealistic editorial photograph of an evidence-review team mapping education studies across domains, data sources, and ENA decisions

जर्नल लेख2022

A systematic review charted how ENA has been used across education research

Ramy Elmoazen, Mohammed Saqr, Matti Tedre, Laura Hirsto

IEEE Access

How empirical education studies have designed, implemented, and reported Epistemic Network Analysis. The literature shows ENA applied across multiple educational domains and data types, alongside uneven methodological detail and opportunities for stronger reporting and reproducibility. The conclusions depend on database coverage, eligibility rules, publication practices, and the information authors reported; absence from the review is not evidence that a practice never occurred.

समीक्षित लेख सार अभी अंग्रेज़ी में उपलब्ध है।

systematic revieweducation researchempirical applications

समीक्षित सार पढ़ें

Photorealistic editorial photograph of analysts comparing algorithmic word clusters with human-coded excerpts on two linked panels

सम्मेलन पत्र2021

सम्मेलन पत्र 11

Topic modeling helped discover candidate codes but could not replace human interpretation

Zhiqiang Cai, Amanda Siebert-Evenstone, Brendan Eagan, David Williamson Shaffer

2nd International Conference on Quantitative Ethnography (ICQE 2020)

Whether unsupervised topic models can support the discovery of qualitative codes in large textual corpora. Topics often mixed several human codes, and words linked to one human code could appear across multiple topics; concise topic-word lists were more useful as discovery aids than direct replacements for codes. Alignment with one coded corpus does not establish that a topic model will recover valid constructs in another domain, language, or preprocessing pipeline.

समीक्षित लेख सार अभी अंग्रेज़ी में उपलब्ध है।

topic modelingcode discoverylarge-scale text

समीक्षित सार पढ़ें

Photorealistic editorial photograph of student engineering teams collaborating around differently shaped tables while temporal action links are recorded

जर्नल लेख2021

जर्नल लेख 10

Temporal ENA exposed how table shape, group size, and gender intersected in collaboration

Milica Vujovic, Ishari Amarasinghe, Davinia Hernández-Leo

Sensors

Whether a temporal view of coded activity could clarify how physical table shape relates to collaboration under different group-size and gender conditions. The reported networks suggest that table shape was associated with different student behaviours when group size and gender were considered rather than ignored. The observational design, specific tasks, participant composition, and bundled spatial conditions do not isolate a universal causal effect of furniture shape.

समीक्षित लेख सार अभी अंग्रेज़ी में उपलब्ध है।

physical learning spacestemporal collaborationtable shape

समीक्षित सार पढ़ें

Photorealistic editorial photograph of a research team sorting many study cards into evidence, coding, modeling, and interpretation pathways

सम्मेलन पत्र2021

सम्मेलन पत्र 09

A field scan mapped opportunities and recurring trustworthiness challenges in QE

Rogers Kaliisa, Kamila Misiejuk, Golnaz Arastoopour Irgens, Morten Misfeldt

2nd International Conference on Quantitative Ethnography (ICQE 2020)

Which practices, opportunities, and unresolved challenges characterized the emerging field of quantitative ethnography. Grounded analysis and attention to code validity were common, while interpretability, methodological consistency, and clearer reporting remained visible field-level challenges. A scoping review describes the accessible literature and its reporting practices; it does not prove that one workflow is universally superior or that omitted studies followed the same pattern.

समीक्षित लेख सार अभी अंग्रेज़ी में उपलब्ध है।

scoping reviewfield developmentmethodological transparency

समीक्षित सार पढ़ें

Photorealistic editorial photograph of researchers connecting coded excerpts to a transparent network model on a shared analysis table

जर्नल लेख2016

जर्नल लेख 08

The foundational ENA tutorial connected coded evidence, networks, and comparison

David Williamson Shaffer, Wesley Collier, A. R. Ruis

Journal of Learning Analytics

How researchers can identify, quantify, visualize, and compare patterns of association among a fixed set of coded elements. The tutorial shows that network structure can be compared directly and through summary statistics when the modeled associations have a defensible meaning in the source context. A worked method cannot validate the constructs, codes, conversation boundaries, sampling design, or causal interpretation supplied by a later analyst.

समीक्षित लेख सार अभी अंग्रेज़ी में उपलब्ध है।

foundational tutorialdynamic networkscoded data

समीक्षित सार पढ़ें