Individual Learning Pathway as a Dynamic System

Goals, verified results, roles, tasks and opportunities shape the participant's next meaningful action.

A pathway does not consist of a fixed list of courses. It changes when evidence is reviewed, a new context appears, a role becomes available or resources change. EduOS Lad is presented here as a proposed coordination architecture, not a live individual assessment system.

The pathway is a sequence of accountable decisions

1. 01

   Current state

   This stage connects the participant's current position to a justified next action.

2. 02

   Development goal

   This stage connects the participant's current position to a justified next action.

3. 03

   Available options

   This stage connects the participant's current position to a justified next action.

4. 04

   Agreed choice

   This stage connects the participant's current position to a justified next action.

5. 05

   Concrete task

   This stage connects the participant's current position to a justified next action.

6. 06

   Created result

   This stage connects the participant's current position to a justified next action.

7. 07

   Expert review

   This stage connects the participant's current position to a justified next action.

8. 08

   Updated state

   This stage connects the participant's current position to a justified next action.

Seven connected layers

Current state: evidence, roles and gaps

The starting point includes reviewed achievements, current tasks, personal goals, workload, available opportunities and constraints. It must not infer competence from an unchecked selection.

• Active tasks
• Reviewed competencies
• Open development areas
• Current roles
• Project experience
• Goals
• Availability
• Resources
• Related programmes
• Next opportunities

Interactive: assemble a current-state profile

This is an illustrative anonymous profile. Selected examples are not verified personal competencies.

Example competencies

Current role

Development goal

Open development area

Constraint

Choose at least one example competence and all four profile parameters.

One goal can lead to different routes

Routes differ by context, resources, responsibility and the type of evidence they can produce.

The next task must create meaningful evidence

Choose a task by its relationship to goals, required level of difficulty, feasibility, expected result and review criteria.

• Connection to goal
• Novel action
• Useful outcome
• Appropriate difficulty
• Verifiable evidence
• Project relevance
• Resource feasibility
• Available supervision
• Prior results
• Next transition

Interactive: define the next task

Example starting position: an analyst seeking more responsibility for scenario design in a campus energy project.

A pathway is designed with responsible people

1. 01

   Participant

   Chooses direction, performs tasks, reflects and contributes to decisions.

2. 02

   Lecturer

   Defines task content, criteria, difficulty and educational review.

3. 03

   Tutor

   Connects aims, outcomes, options and support.

4. 04

   Expert

   Reviews relevance and quality in a professional setting.

5. 05

   Programme leader

   Coordinates module access, resources and progression rules.

An individual pathway within a shared project

One team outcome connects to different roles, individual tasks, contributions, evidence and next steps.

Events can change a route

New data, roles, research questions or missing equipment change what can be attempted and how it should be checked.

Resources determine feasible paths

• Time
• Lecturer availability
• Expert participation
• Project environment
• Research data
• Spaces
• Equipment
• Digital tools
• Team
• Learning materials

Every transition preserves its grounds

• Initial state
• Goal
• Considered alternatives
• Selected route
• Decision participants
• Task and criteria
• Produced result
• Verification
• Competence graph change
• Next opportunity

The history enables review of why a route was chosen and how outcomes changed the next decision.

The graph informs the pathway

Reviewed results, contexts, gaps and authorised role requirements define which next tasks may be appropriate.

EduOS, analytics and the digital twin

Educational analytics interprets evidence. The digital twin represents dependencies and resources. EduOS coordinates tasks and specialist assistance within human authority.

An evolving pathway through a project

Principles and conditions

1. 01

   Trace current evidence to specific tasks and results

   The pathway should retain the grounds, review and observable effects of this requirement.

2. 02

   Preserve the context and conditions of each ability

   The pathway should retain the grounds, review and observable effects of this requirement.

3. 03

   Distinguish proposed routes from authorised decisions

   The pathway should retain the grounds, review and observable effects of this requirement.

4. 04

   Retain individual contributions in team work

   The pathway should retain the grounds, review and observable effects of this requirement.

5. 05

   Check resources and entry conditions before assignment

   The pathway should retain the grounds, review and observable effects of this requirement.

6. 06

   Make constraints and uncertainty visible

   The pathway should retain the grounds, review and observable effects of this requirement.

7. 07

   Record decisions and their responsible participants

   The pathway should retain the grounds, review and observable effects of this requirement.

8. 08

   Revise the trajectory only on meaningful new evidence

   The pathway should retain the grounds, review and observable effects of this requirement.

About the research model

This model is developed by Sergey Shatokhin within University 5.0, EduOS Lad and IWXA research. The examples illustrate how goals, authorised decisions, reviewed evidence and available resources can form a revisable individual pathway.