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The model and its research trail
Model To Evidence Start with the model. Choose a component to see the master research themes, recorded themes, categories, descriptive codes, quotations, sources, and artifacts connected to it.
Enlarge the model ↗ Read the complete Actionable Model → How to follow the model back to the research Model component Select a phase, decision test, feedback loop, or contextual force below.
Master research themes → Themes → Categories Start with the master research grouping, then follow the recorded taxonomy and open its explanatory definitions.
Descriptive codes Read the codebook’s definitions and follow each code’s explicit model alignment.
Evidence & artifacts Inspect verbatim excerpts, citations, full references, document names, locators, and linked research or application artifacts.
Reading the connections Master research themes group the recorded codebook themes for browsing. Code, category, and theme assignments are recorded in the codebook. Their alignment to model components is analytical interpretation. Supporting application templates are identified separately from collected research evidence.
Explore master research themes ↓ Choose a component ↓ Evidence & artifacts ↗
24 model areas · 77 aligned elements · 47 descriptive codes · 857 linked passages · 224 distinct cited works
The research hierarchy
Explore the master research themes Model component → Master research theme → Recorded theme → Category → Descriptive code → Evidence & source. The master research themes organize the recorded themes for browsing; they do not introduce new source-to-model alignments.
Access & infrastructure Master research theme definition Connectivity availability, network provision, and the infrastructure needed for meaningful access.
4 connected recorded themes · 7 aligned descriptive codes
View 18 connected model components Phase 2 · Stakeholder & Context Analysis 1 aligned code Phase 4 · Influence, Enabler, Amplifier & Adverse Conditions Assessment 4 aligned codes Phase 5 · Technology, Services, Infrastructure & Information Architecture 4 aligned codes Phase 6 · Digital Divide Diagnosis & Baseline Assessment 3 aligned codes Pre-gate · Explore options before committing 4 aligned codes Gate · 3 · Feasibility fit 3 aligned codes Gate · 4 · Technology fit 1 aligned code Gate · 6 · Business, value, and sustainability fit 1 aligned code Gate · Outcomes · Proceed, revise, defer, or do not implement 2 aligned codes Phase 7 · Solution Design & Implementation Planning 2 aligned codes Phase 8 · Model Data & Performance Indicators 2 aligned codes Phase 9 · Results & Outputs 2 aligned codes Phase 10 · Outcomes, Evaluation & Continuous Improvement 1 aligned code Feedback · Internal · Results and outcomes inform solution redesign 1 aligned code Across all phases · Amplifiers 1 aligned code Across all phases · Adverse conditions 2 aligned codes Across all phases · Influences 2 aligned codes Across all phases · Enablers 5 aligned codes Affordability & funding Master research theme definition The costs, investment, subsidies, and funding arrangements that shape sustained digital participation.
2 connected recorded themes · 4 aligned descriptive codes
View 8 connected model components Community & equity Master research theme definition Community conditions, place, collaboration, and inequities affecting digital participation.
4 connected recorded themes · 6 aligned descriptive codes
View 19 connected model components Phase 1 · Problem, Population & Causal Framing 2 aligned codes Phase 2 · Stakeholder & Context Analysis 2 aligned codes Phase 3 · Education Context & Learning Environment 1 aligned code Phase 4 · Influence, Enabler, Amplifier & Adverse Conditions Assessment 2 aligned codes Phase 5 · Technology, Services, Infrastructure & Information Architecture 1 aligned code Phase 6 · Digital Divide Diagnosis & Baseline Assessment 1 aligned code Pre-gate · Explore options before committing 2 aligned codes Gate · 3 · Feasibility fit 1 aligned code Gate · 5 · Safeguard and equity fit 3 aligned codes Gate · 6 · Business, value, and sustainability fit 2 aligned codes Gate · Outcomes · Proceed, revise, defer, or do not implement 2 aligned codes Phase 7 · Solution Design & Implementation Planning 3 aligned codes Phase 8 · Model Data & Performance Indicators 2 aligned codes Phase 9 · Results & Outputs 3 aligned codes Phase 10 · Outcomes, Evaluation & Continuous Improvement 3 aligned codes Feedback · Internal · Results and outcomes inform solution redesign 1 aligned code Across all phases · Amplifiers 2 aligned codes Across all phases · Adverse conditions 2 aligned codes Across all phases · Influences 2 aligned codes Data & measurement Master research theme definition The information, mapping, planning, and evaluation used to identify needs and assess progress.
1 connected recorded theme · 1 aligned descriptive code
View 7 connected model components Devices & accessibility Master research theme definition Access to suitable equipment and services designed for different abilities, languages, and contexts.
3 connected recorded themes · 5 aligned descriptive codes
View 19 connected model components People, adoption & participation Master research theme definition People and circumstances shaping adoption, participation, and benefit from digital services.
2 connected recorded themes · 2 aligned descriptive codes
View 4 connected model components Policy & governance Master research theme definition Policy, regulation, governance, and institutional arrangements shaping digital inclusion.
5 connected recorded themes · 7 aligned descriptive codes
View 19 connected model components Phase 1 · Problem, Population & Causal Framing 1 aligned code Phase 2 · Stakeholder & Context Analysis 2 aligned codes Phase 4 · Influence, Enabler, Amplifier & Adverse Conditions Assessment 1 aligned code Phase 5 · Technology, Services, Infrastructure & Information Architecture 1 aligned code Pre-gate · Explore options before committing 2 aligned codes Gate · 1 · Causal fit 1 aligned code Gate · 3 · Feasibility fit 2 aligned codes Gate · 4 · Technology fit 1 aligned code Gate · 6 · Business, value, and sustainability fit 1 aligned code Gate · Outcomes · Proceed, revise, defer, or do not implement 1 aligned code Phase 7 · Solution Design & Implementation Planning 2 aligned codes Phase 8 · Model Data & Performance Indicators 3 aligned codes Phase 9 · Results & Outputs 1 aligned code Phase 10 · Outcomes, Evaluation & Continuous Improvement 1 aligned code Feedback · Internal · Results and outcomes inform solution redesign 1 aligned code Across all phases · Amplifiers 1 aligned code Across all phases · Adverse conditions 1 aligned code Across all phases · Influences 2 aligned codes Across all phases · Enablers 1 aligned code Skills, learning & use Master research theme definition Learning, skills, confidence, and support for practical educational and workforce use.
5 connected recorded themes · 9 aligned descriptive codes
View 18 connected model components Phase 1 · Problem, Population & Causal Framing 3 aligned codes Phase 3 · Education Context & Learning Environment 3 aligned codes Phase 4 · Influence, Enabler, Amplifier & Adverse Conditions Assessment 1 aligned code Phase 5 · Technology, Services, Infrastructure & Information Architecture 1 aligned code Phase 6 · Digital Divide Diagnosis & Baseline Assessment 1 aligned code Pre-gate · Explore options before committing 2 aligned codes Gate · 2 · Opportunity fit 4 aligned codes Gate · 4 · Technology fit 1 aligned code Gate · 5 · Safeguard and equity fit 3 aligned codes Gate · 6 · Business, value, and sustainability fit 2 aligned codes Gate · Outcomes · Proceed, revise, defer, or do not implement 2 aligned codes Phase 7 · Solution Design & Implementation Planning 1 aligned code Phase 8 · Model Data & Performance Indicators 1 aligned code Phase 9 · Results & Outputs 1 aligned code Across all phases · Amplifiers 1 aligned code Across all phases · Adverse conditions 3 aligned codes Across all phases · Influences 2 aligned codes Across all phases · Enablers 1 aligned code Technology & innovation Master research theme definition Emerging technologies, digital systems, and the organizations developing and integrating them.
1 connected recorded theme · 1 aligned descriptive code
View 1 connected model component Trust, safety & support Master research theme definition Trust, privacy, safety, information integrity, and personal assistance supporting participation.
3 connected recorded themes · 5 aligned descriptive codes
View 16 connected model components Explore all master research themes and descriptors in the codebook →
Walk through the architecture
The ten model phases Phase 1 Problem, Population & Causal Framing Define the problem, population, local context, and causal assumptions.
Trace themes, codes & evidence → Phase 2 Stakeholder & Context Analysis Identify stakeholders, authority, interests, responsibilities, and engagement.
Trace themes, codes & evidence → Phase 3 Education Context & Learning Environment Examine learning settings, institutional levels, accessibility, and participation.
Trace themes, codes & evidence → Phase 4 Influence, Enabler, Amplifier & Adverse Conditions Assessment Assess the conditions that help, hinder, amplify, or shape implementation.
Trace themes, codes & evidence → Phase 5 Technology, Services, Infrastructure & Information Architecture Specify the technology, services, infrastructure, and information needed.
Trace themes, codes & evidence → Phase 6 Digital Divide Diagnosis & Baseline Assessment Establish the population baseline, priority gaps, and measurable needs.
Trace themes, codes & evidence → Phase 7 Solution Design & Implementation Planning Turn an approved option into an accountable implementation plan.
Trace themes, codes & evidence → Phase 8 Model Data & Performance Indicators Define indicators, data ownership, measurement, and evidence workflows.
Trace themes, codes & evidence → Phase 9 Results & Outputs Track delivery, outputs, emerging evidence, and corrective actions.
Trace themes, codes & evidence → Phase 10 Outcomes, Evaluation & Continuous Improvement Evaluate outcomes and decide what to adapt, sustain, scale, or retire.
Trace themes, codes & evidence → Options & strategic decision gate Pre-gate Explore options before committing Develop and compare options before committing resources.
Trace themes, codes & evidence → Gate · 1 Causal fit Test whether the option addresses the diagnosed causes.
Trace themes, codes & evidence → Gate · 2 Opportunity fit Test whether the proposed approach fits the opportunity and setting.
Trace themes, codes & evidence → Gate · 3 Feasibility fit Examine resources, capacity, authority, partners, and time.
Trace themes, codes & evidence → Gate · 4 Technology fit Examine technology suitability, usability, and delivery dependencies.
Trace themes, codes & evidence → Gate · 5 Safeguard and equity fit Examine privacy, security, accessibility, safety, trust, and equity.
Trace themes, codes & evidence → Gate · 6 Business, value, and sustainability fit Examine expected benefits, costs, funding, and long-term sustainability.
Trace themes, codes & evidence → Gate · Outcomes Proceed, revise, defer, or do not implement Record whether to proceed, revise, defer, or not implement.
Trace themes, codes & evidence → Learning & feedback loops Contextual forces across the model The operational model Close × Scroll to inspect the full model.