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Wicked Problems
Complex, interconnected socio-ecological challenges with no definitive formula, no stopping rule, and solutions that are better or worse rather than true or false
Transdisciplinarity
A research approach that transcends academic fields by integrating formal science with non-academic stakeholder knowledge to address real-world challenges
Social-Ecological System (SES)
An integrated complex adaptive system where human societies and biophysical ecosystems continuously interact through cross-scale feedback loops
Action Situation
The focal analytical arena in IAD/SES frameworks where boundedly rational actors make decisions and interact under specific governance rules and environmental conditions
Transforming Structures and Processes (PIPs)
The institutions, policies, organizations, and cultural norms in the Sustainable Livelihoods Framework that dictate access to assets and livelihood strategies
Livelihood Capital Assets (The Asset Pentagon)
The core balance of Human, Social, Natural, Physical, and Financial capital stocks that households combine to pursue livelihood strategies
Vulnerability Context
The external conditions shaping human livelihoods, composed of unexpected shocks, long-term trends, and seasonal fluctuations
The Adaptive Cycle
A dynamic four-phase model of system change consisting of Exploitation (r), Conservation (K), Release (Omega), and Reorganization (Alpha)
Back Loop of the Adaptive Cycle
The chaotic Release (Omega) and Reorganization (Alpha) phases where system collapse creates a window of opportunity for reorganization and innovation
Social Innovation
Novel strategies, concepts, or institutional arrangements that satisfy social needs while fundamentally changing basic routines, resource flows, and authority structures
Bricolage
The creative recombination of existing and new knowledge, tools, and ideas to build novel social innovations
Bridging Organizations
Intermediary entities that build trust, lower transaction costs, resolve conflicts, and integrate diverse knowledge types across fragmented governance scales
Cultural Paradigms / Mental Models
Deeply held worldviews, values, and cognitive assumptions that determine how problems are framed, goals are set, and interventions are designed
Emergent Properties
Novel systemic characteristics or behaviors that arise from interactions among components and cannot be understood by analyzing isolated parts
Leverage Points
Specific places within a complex system structure where a small intervention can produce significant, system-wide behavioral shifts
Collaborative Conceptual Modeling (CCM)
A participatory systems-dynamics methodology that engages stakeholders to externalize and synthesize mental models into qualitative influence diagrams
Panarchy
A nested framework of adaptive cycles interacting across spatial and temporal scales through top-down Remember and bottom-up Revolt dynamics
Remember Dynamic in Panarchy
Top-down influence where larger, slower adaptive cycle levels provide memory, stability, and resources to reorganizing lower levels
Revolt Dynamic in Panarchy
Bottom-up influence where rapid collapse or innovation at smaller, faster adaptive cycle levels triggers destabilization or transformation at higher levels
Multidisciplinarity
An approach where multiple academic disciplines work side-by-side on a shared topic without integrating their analytical perspectives
Interdisciplinarity
An approach that integrates theories, methods, and concepts across different academic disciplines to synthesize new knowledge
Action Situation Input Variables
Governance system rules, resource system attributes, actor capabilities, and broader socio-economic settings that frame actor interactions
Human Capital
The skills, knowledge, labor capacity, education, and good health that enable individuals to pursue livelihood strategies
Social Capital
The social resources, networks, trust relationships, memberships, and reciprocal obligations that people draw upon in pursuing livelihoods
Natural Capital
The natural resource stocks and environmental services, such as land, water, forests, and clean air, from which livelihoods are derived
Physical Capital
The basic infrastructure and producer goods, such as roads, tools, buildings, sanitation, and equipment, required to support livelihoods
Financial Capital
The financial resources, including savings, credit, income, and remittances, that provide people with different livelihood options
Shocks
Sudden, unpredictable external events, such as natural disasters, epidemics, or economic crashes, that threaten livelihoods
Trends
Long-term, predictable directional shifts, such as population growth, urbanization, technological change, or resource depletion
Seasonality
Regular, predictable cyclical shifts over the course of a year, such as seasonal food price spikes, labor demand, or weather changes
Rigidity Trap
A state in the Conservation (K) phase where high connectedness and efficiency reduce resilience, making the system highly vulnerable to collapse
Poverty Trap
A state of low capital accumulation and adaptive capacity where actors cannot mobilize resources to innovate or escape vulnerability
Exploitation Phase (r)
The early growth phase of the adaptive cycle characterized by rapid resource accumulation, high flexibility, and weak connectivity
Conservation Phase (K)
The mature phase of the adaptive cycle characterized by high capital storage, tight connectivity, high efficiency, and declining flexibility
Release Phase (Omega)
The rapid collapse or crisis phase triggered by disturbances that exceed system resilience, freeing tightly bound resources
Reorganization Phase (Alpha)
The phase of high uncertainty and innovation following release, where freed resources are recombined into new system configurations
Iceberg Model
A systems thinking tool illustrating that observable events are driven by underlying patterns of behavior, systemic structures, and mental models
Polycentric Governance
A governance system featuring multiple semi-autonomous decision-making centers operating across overlapping scales under shared rules
SES Framework First-Tier Components
Resource Systems (RS), Resource Units (RU), Governance Systems (GS), Actors (A), and Action Situations producing Social and Ecological Outcomes
SES Framework Primary Purpose
To provide a multi-tiered diagnostic language for evaluating complex human-nature interactions and resource sustainability without panaceas
Sustainable Livelihoods Framework Primary Purpose
To analyze how poor households combine capital assets within a vulnerability context and institutional environment to achieve livelihood outcomes
Sustainable Livelihoods Framework Key Components
Asset Pentagon, Vulnerability Context, Transforming Structures and Processes (PIPs), Livelihood Strategies, and Livelihood Outcomes
Cultural Adaptation Template Primary Purpose
To map feedback loops between cultural worldviews, societal choices, ecosystem states, and human health and wellbeing
Cultural Adaptation Template Subsystems
Cultural Paradigms, State of Community, Biophysical Ecosystem State, and Human Health and Wellbeing
Collaborative Conceptual Modeling Primary Purpose
To engage diverse stakeholders in building shared qualitative influence diagrams to identify leverage points for wicked problems
CCM 6-Step Workflow
Story Definition, Individual Influence Diagrams, Pair-Blending, Feedback Structure Analysis, Leverage Point Identification, and Scenario Testing
Pair-Blending in CCM
The process of merging two individual influence diagrams into a unified model while consolidating redundant variables to maintain conceptual clarity
Back Loop Transformation Framework Primary Purpose
To guide how environmental crises can be leveraged to foster social innovation and transition to adaptive ecosystem management
Back Loop Transformation Key Enablers
Crisis Catalyst, Perspective Reframing, Social Entrepreneurship, Bridging Organizations, Stakeholder Engagement, and Institutional Support
Principles-Based Complexity Framework Primary Purpose
To guide transdisciplinary research embedded in complexity theory with an explicit action imperative
Principles-Based Complexity Core Principles
Embrace Uncertainty, Engage Stakeholders, Adopt Transdisciplinarity, and Maintain a Learning Orientation
Minimal Specifications
Flexible bounding rules in complex project design that set core principles while allowing adaptive local emergent solutions
Central Luzon Land Conversion Issue
Rapid loss of prime agricultural land to industrial expansion, displacement of smallholders, and national food insecurity
Central Luzon Strategic Intervention
Enforce a land conversion moratorium, establish agricultural protection zones, and upgrade farmer cooperative capital assets
Upland Watershed Degradation Issue
Slope erosion and chemical runoff from upland farming causing downstream water siltation and multi-scale governance conflict
Upland Watershed Strategic Solution
Establish a Payment for Ecosystem Services (PES) mechanism funded by downstream utility fees to support upland agroforestry
Wetland Ecosystem Collapse Issue
Rigid command-and-control drainage causing catastrophic flood collapse during the release phase of the adaptive cycle
Wetland Strategic Transformation
Reframe wetlands as vital ecological infrastructure, establish a bridging council, and implement adaptive co-management
Urban Thermal Stress and Mal-adaptation Issue
A reinforcing loop where automobile dependency and air conditioning expansion exacerbate urban heat and health crises
Urban Mal-adaptation Systemic Solution
Reframe urban goals toward active transit, green infrastructure, building code reform, and passive cooling architecture