Work

Beyond Aggregation: data and results package (derived, non-personal tables and recomputation scripts)

Year: 2026

Type: dataset

Abstract: Supplementary data and results package for the paper "Beyond Aggregation: Validating a Student Digital Profile with Repeated Split-Half Reliability and Multimodal Structural Analysis" (Gorshkov, Ignatov and Aleksandrova). The package contains only derived, non-personal tables: a data dictionary, split-half reliability and profile-similarity statistics, association tensors with CP rank profiles and permutation tests, partial-association matrices and biclustering partitions, Formal Concept Analysis outputs, and the scripts that recompute the published tables from these inputs. No individual-level data, VK posts, subscription lists or account identifiers are included.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.22865350

Authors: Gorshkov, Sergei S., Ignatov, Dmitry I., Aleksandrova, Julia K.

Institutions: National Research University Higher School of Economics, National Research Tomsk State University

Topic: Online Learning and Analytics

Subfield: Computer Science Applications

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7213957074

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