EPN-V2

MAPD5210 Visualizing Complexity Emneplan

Engelsk emnenavn
Visualizing Complexity
Omfang
20.0 stp.
Studieår
2026/2027
Emnehistorikk
Programplan
  • Innledning

    This course introduces systems thinking as an integral part of the design profession. Systems thinking is defined by UNESCO as a key competency for achieving sustainable development (2018). In "Visualising Complexity," you will study and work with several methods and approaches that combine systems theory and design. Using these approaches will enable you to understand and work within complex settings.

    Complexity in this context relates to factors such as products, production, sharing, and services, as well as dimensions such as social/political, environment, economy, management, organisational change and development, planning, strategy, and technology. These are the settings in which the designer, as well as the products and services they create, will perform and exert influence.

    Visualisation is a major activity in this course. All studies, readings, observations, interviews, data analyses, user journeys, development, and design will be visualised in real-time or after the activity is performed. This helps to realise, understand, and describe relationships, synthesize and categorise the data, and present it to all project participants throughout the entire project. Systemic design methods thus facilitate cooperation and co-creation.

    The approach of GIGA-mapping, which builds on cooperation among students and clients, laypeople, professionals, stakeholders, and researchers from other disciplines (intra- and interdisciplinary), is central to this course. GIGA-mapping involves the visualisation of data to accumulate, communicate, and analyse information, enabling the understanding and creation of products and services within complex strategic systems and structures. GIGA-mapping is widely used as a workshop method to generate data and to understand and manage it with the project participants.

    The introduced systems theory will be part of the systemic design and GIGA-mapping process, involving analysis through describing feedback loops, relationships, input and output dynamics, systems coding, buffers, delays, emergence, closed and open communications, and collective communication and information.

    Content:

    Systemic design

    • systems theory
    • cybernetic theory
    • conversation theory
    • systemic relations
    • visualization of exceedingly complex situations

    Game dynamics in systems

    Language of instruction: English

  • Læringsutbytte

    After completing the course, the student is expected to have achieved advanced level in the following learning outcomes defined in terms of knowledge, skills and general competence:

    Knowledge

    The student will attain knowledge within:

    • systems theory, systemic design and sustainability
    • cybernetics and communication theory
    • conversation theory
    • systems dynamics and systems analysis
    • game dynamics in systems
    • methods for data gathering in complex settings (visual interviewing, design probes and play probes, co-design, among others)

    Skills

    The student is capable of:

    • describing complex contexts through systems thinking as basis for design
    • creating GIGA-maps
    • usages of GIGA-maps as conversation, data gathering, research, analysis, and design tools
    • utilizing systemic design methods for data gathering, workshop facilitation, cooperation, common analysis, data documentation, intervention and the analysis of the effect of the interventions
    • documenting all findings in common visualizations and reducing data into graphs that communicate for example discussions, findings, tendencies, causality, dynamics, emergence i.a.
    • creating services and products on the basis of the above mentioned skills

    General competence

    The student attains advanced competence in systemic design by:

    • developing the ability to understand and handle complexity and systems thinking in design processes in groups with stakeholders
    • holistic thinking and understanding of design projects in relation to sustainability, environmental and social megatrends, general societal contexts and dynamics, culture, politics, market, and technological contexts
    • communication and cooperation by visualization, GIGA-mapping, and other types of mapping
    • the capability to play a lead and cooperative role in design related projects in public and business contexts
    • the ability to implement a chosen specialization as an additional approach or focus within this specific course context
  • Arbeids- og undervisningsformer

    Selvstendig arbeid; individuelt eller i mindre grupper.

    Workshops, forelesninger, bedriftsbesøk og veiledning knyttet til valgt fordypning.

  • Arbeidskrav og obligatoriske aktiviteter

    Følgende arbeidskrav er obligatorisk og må være godkjent for å fremstille seg til eksamen:

    • Deltagelse på tre (3) milepælsmøter
    • Godkjent prosjektbeskrivelse (individuelt eller i mindre gruppe)
  • Vurdering og eksamen

    Mappevurdering med følgende mappekrav:

    • dokumentasjon av designprosessen; maks 3500 ord.
    • dokumentasjon av produkt; fungerende prototyp med tilhørende beskrivelser.

    Medium og form avhenger av valgt fordypning.

    Mappen vurderes i sin helhet med en helhetlig karakter.

    Eksamensresultat kan påklages.

  • Hjelpemidler ved eksamen

    Alle hjelpemidler er tillatt så lenge regler for kildehenvisning følges. Studenten plikter å angi om og hvordan hen har benyttet seg av KI for å besvare eksamen.

  • Vurderingsuttrykk

    Gradert skala A-F.

  • Sensorordning

    To interne sensorer. Ekstern sensor brukes jevnlig.