Protocol and Dataset for SENID: A Socio-Educational Network Intervention Design Framework for Mixed-Methods Synthesis.

Read full text
Authors: Dwi Mariyono
Cited by: 0

Abstract

SENID Dataset: A Multi-Phase Synthesis of Digital Pedagogy and Social Inequality Research (2016-2025) Description This dataset comprises the complete corpus and analytical outputs from the Systemic Examination of Networks, Inequality, and Discourse (SENID) project. The study maps the intellectual, discursive, and strategic landscape of high-impact research on digital pedagogy and social inequality over the last decade. Methodology:The SENID project employs an innovative, multi-phase methodology: Phase I: Bibliometric network analysis of 58 systematically selected, high-impact articles (≥20 citations for 2016-2024; ≥5 citations for 2025) from Scopus, identifying five distinct knowledge clusters: Technology Access, Critical Literacy, Universal Design, Bridge Articles, and Emerging Articles. Phase II: In-depth Critical Discourse Analysis (CDA) of 39 purposively sampled articles using Fairclough's three-level framework (textual, discursive practice, social practice) to generate detailed discourse profiles per cluster. Phase III: A novel "Functional Thematic Analysis" which goes beyond conventional theme identification by classifying 15 core themes based on their social function within the network (Consolidating, Bridging, or Challenging). Phase IV: An empirically grounded, network-based SWOT analysis to diagnose the field's strategic position. Phase V: The formulation of five systemic intervention propositions using an enhanced CIMO 2.0 logic, designed to address field fragmentation and promote more equitable research and practice. Content:The dataset is organized into supplementary materials (SM01-SM08) and appendices (A1-A10) containing: The complete search strategy and PRISMA flow diagram. Full citation data for all 58 core and emerging articles (S01-S60). Detailed network metrics, cluster characteristics, and cross-citation matrices. Complete coding frameworks, audit trails, and theme distribution matrices from the discourse and thematic analyses. The evidence-anchored SWOT matrix with traceable links to all previous phases. Full specifications for five CIMO 2.0 intervention propositions. Comprehensive quality and replicability checklists for adapting the SENID framework to other fields. This dataset offers a rigorous and transparent foundation for researchers seeking to understand the structure of this critical field and for methodologists interested in replicating or adapting the SENID framework for systemic knowledge synthesis in their own domains. SUPPLEMENTARY MATERIALS OVERVIEW Reference Title Content Summary Primary Function SM01 Search Strategy Template Complete PICo, search strings, screening Enables search replication SM02 Core Article Corpus Complete citation data S01-S60 Provides raw article data SM03 Purposive Sampling Sampling framework and justification Enables sampling replication SM04 Discourse Analysis Fairclough coding and profiles Enables discourse replication SM05 Thematic Analysis Theme development and classification Enables thematic replication SM07 SWOT Analysis Toolkit Network-based SWOT protocol Enables SWOT replication SM08 CIMO 2.0 Framework Systemic intervention design Enables intervention replication APPENDICES OVERVIEW Reference Title Content Summary Primary Function A1 Search Results Raw search outputs and article lists 原始数据 for verification A2 PRISMA Flow Diagram Complete screening documentation Transparency of corpus construction A3 Network Metrics Complete network analysis outputs Enables network replication A4 Discourse Sample Complete list of 39 analyzed articles Enables discourse replication A5 CIMO 2.0 Matrix Condensed intervention specifications Quick reference to propositions A6 Thematic Codebook Theme definitions and distribution Enables thematic replication A7 SWOT Matrix Evidence-anchored SWOT with traceability Enables SWOT replication A8 Implementation Protocols Complete SENID adaptation guidelines Enables field transfer A9 Full CIMO Specifications Complete intervention details Enables implementation A10 Complete Traceability Matrix: Main Text to Supplementary Materials and Appendices

Fields of Study & Subjects

Digital Education and Society Educational Technology in Learning Educational Innovations and Technology

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
5 March 2026
Language
EN