All books/Designing AI-Assisted Concept-Based Inquiry Classrooms
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Appendix A: Concept Bank

This appendix provides a comprehensive reference of key concepts organized by subject area. Use these concepts as starting points for designing your own CBI units. Remember: concepts must be selected based on your specific content, curriculum, and students—this bank provides possibilities, not prescriptions.


English Language Arts Concepts

Core ELA Concepts

ConceptDefinitionSample Generalization
PerspectiveThe position from which a story is told or an issue is viewedAuthors' perspectives shape both what is told and how it is told, influencing readers' understanding.
IdentityThe qualities, beliefs, and experiences that make a person who they areLiterature explores how identity is both constructed by individuals and shaped by society.
VoiceThe distinctive style or way of expressing ideas in writingWriters develop voice through deliberate choices about language, structure, and perspective.
ThemeA central message or insight about life that emerges from a textThemes arise from the interaction between readers and texts, not solely from authorial intent.
ConflictA struggle between opposing forcesConflict drives narrative and reveals character, creating the tension that engages readers.
ChangeTransformation over timeCompelling narratives depend on change—in characters, circumstances, or understanding.
PowerThe ability to influence or controlTexts both reflect and shape power dynamics in society.
TruthAccuracy, reality, or authenticityLiterature explores multiple truths, challenging simplistic notions of fact and fiction.
CommunicationThe exchange of meaning through languageEffective communication requires understanding both audience and purpose.
StructureThe organization and arrangement of elementsWriters use structure intentionally to create meaning and effect.
SymbolSomething that represents something elseSymbols carry meaning beyond their literal significance, enriching interpretation.
ArgumentA reasoned case for a positionEffective arguments balance logical reasoning with ethical and emotional appeals.

Text Analysis Concepts

ConceptDefinitionSample Generalization
EvidenceInformation that supports a claimCredible evidence must be relevant, sufficient, and accurately interpreted.
InferenceA conclusion drawn from evidence and reasoningSkilled readers make inferences by connecting textual evidence with prior knowledge.
Author's PurposeThe reason an author creates a textUnderstanding author's purpose helps readers evaluate the text's claims and techniques.
AudienceThe intended recipients of a messageEffective writers adapt their approach based on audience knowledge, expectations, and needs.
ToneThe attitude expressed toward the subject or audienceTone shapes reader response and must be appropriate for the writer's purpose.
RhetoricThe art of effective communicationRhetorical choices reveal how writers attempt to achieve their purposes with specific audiences.

Mathematics Concepts

Number and Operations Concepts

ConceptDefinitionSample Generalization
QuantityAn amount or number of somethingQuantities can be described, compared, and operated on in multiple representations.
Place ValueThe value of a digit based on its positionOur number system uses positional notation, with each position representing a power of the base.
EquivalenceHaving the same value, even if expressed differentlyMathematical relationships can be expressed in multiple equivalent forms.
ProportionA relationship between quantities that maintains constant ratioProportional relationships model many real-world situations where quantities scale together.
RateA ratio comparing quantities in different unitsRates describe how one quantity changes in relation to another.
UnitA standard amount used for measurementUnits provide the reference needed to quantify and compare.
OperationA mathematical process (addition, multiplication, etc.)Operations are related through inverse relationships and properties.

Algebraic Concepts

ConceptDefinitionSample Generalization
VariableA symbol representing an unknown or changing quantityVariables enable general statements about relationships that hold across specific cases.
FunctionA relationship where each input has exactly one outputFunctions describe predictable relationships between quantities.
PatternA repeated or predictable sequenceRecognizing patterns enables prediction and generalization.
ChangeTransformation in quantity or relationshipMathematics provides tools to describe, represent, and predict change.
RelationshipA connection between mathematical objectsUnderstanding relationships enables efficient problem-solving.
RepresentationA way of expressing mathematical ideasDifferent representations reveal different aspects of mathematical relationships.
StructureThe underlying organization of mathematical systemsMathematical structures have properties that enable manipulation and reasoning.

Geometric Concepts

ConceptDefinitionSample Generalization
SpaceThe set of all points; the context for geometric objectsGeometric objects exist in space and can be described by their properties.
ShapeA figure defined by its boundariesShapes can be classified by their properties, which determine their behavior.
TransformationA change in position, size, or orientationTransformations preserve some properties while changing others.
MeasurementThe process of assigning numerical values to attributesMeasurement requires selecting appropriate units and tools for the attribute measured.
SimilaritySame shape but different sizeSimilar figures maintain proportional relationships between corresponding parts.
CongruenceSame shape and sizeCongruent figures can be mapped onto each other through rigid transformations.
SymmetryRegularity in a figure that allows parts to map onto othersSymmetry reveals structure and enables efficient analysis and construction.

Statistical Concepts

ConceptDefinitionSample Generalization
DataInformation collected for analysisData must be collected and organized appropriately for the questions being investigated.
VariabilityThe spread or dispersion in dataUnderstanding variability is essential for making valid conclusions from data.
DistributionThe pattern of values in a data setDistributions describe how data are spread across possible values.
ProbabilityThe likelihood of an event occurringProbability quantifies uncertainty and enables prediction under conditions of randomness.
SampleA subset of a populationSamples enable conclusions about populations when properly selected and analyzed.
CorrelationA relationship between variablesCorrelation indicates association but does not establish causation.

Science Concepts

Physical Science Concepts

ConceptDefinitionSample Generalization
MatterAnything that has mass and takes up spaceMatter can be described by its properties, which determine how it behaves and interacts.
EnergyThe capacity to cause change or do workEnergy is conserved—it can be transferred and transformed, but not created or destroyed.
ForceA push or pull that can change motionForces cause changes in motion, with net force determining the change.
MotionChange in position over timeMotion is relative and can be described through position, speed, velocity, and acceleration.
InteractionInfluence between objects or systemsObjects interact through forces at a distance or through contact.
StabilityA state that tends to persistSystems are stable when forces and energy transfers are balanced.
WaveA disturbance that transfers energy through a medium or spaceWaves transfer energy without transferring matter.

Life Science Concepts

ConceptDefinitionSample Generalization
SystemA set of interacting parts functioning as a wholeLiving systems exist at multiple levels, from cells to ecosystems.
InterdependenceMutual reliance between componentsOrganisms depend on other organisms and their environment for survival.
AdaptationA feature that helps an organism survive in its environmentAdaptations result from natural selection acting on genetic variation over time.
CycleA sequence of events that repeatsMatter and energy cycle through ecosystems, continuously being reused and transformed.
DiversityVariety within and among speciesDiversity results from variation and selection and contributes to ecosystem resilience.
Structure-FunctionThe relationship between form and roleStructure determines function at all levels of biological organization.
ReproductionThe process by which organisms produce offspringReproduction enables continuation of species and transfer of genetic information.
GrowthIncrease in size, number, or complexityGrowth requires matter and energy and involves cellular processes.

Earth and Space Science Concepts

ConceptDefinitionSample Generalization
ChangeTransformation over timeEarth is a dynamic system that has changed over geologic time and continues to change.
ScaleThe relative size or extentEarth processes operate at scales from microscopic to global, from seconds to billions of years.
CycleA repeated sequence of eventsEarth's materials cycle through systems over various time scales.
SystemInteracting components functioning togetherEarth is composed of interacting systems—geosphere, hydrosphere, atmosphere, biosphere.
PatternA consistent, observable regularityPatterns in natural phenomena can be used to make predictions.
ResourceMaterials that meet human needsEarth provides resources that are distributed unevenly and require responsible management.
EvidenceInformation from observations and measurementsScientific understanding of Earth's history comes from evidence in rocks, fossils, and other data.

Crosscutting Science Concepts (NGSS)

ConceptApplication Across Disciplines
PatternsObserved patterns guide organization and classification; patterns raise questions about underlying causes.
Cause and EffectEvents have causes, sometimes simple, sometimes multiple; cause-and-effect relationships can be used to predict phenomena.
Scale, Proportion, and QuantityNatural phenomena operate at various scales; understanding requires appropriate tools and models for each scale.
Systems and System ModelsA system is a group of related parts; models help us understand complex systems we cannot fully observe.
Energy and MatterTracking energy and matter flows helps explain phenomena; matter is conserved, energy is transferred.
Structure and FunctionHow something is shaped determines what it can do; relationship between structure and function is central to science.
Stability and ChangeConditions of stability and determinants of change are essential to understand systems.

Social Studies Concepts

Historical Thinking Concepts

ConceptDefinitionSample Generalization
ChangeTransformation over timeChange occurs at different rates, scales, and with varying degrees of continuity.
ContinuityPersistence over timeSome features of society persist even as others change dramatically.
CauseFactors that bring about effectsHistorical events result from multiple causes at different levels (individual, social, political, economic).
ConsequenceResults or effects of actions or eventsConsequences are often unintended and extend far beyond original causes.
PerspectiveA point of view shaped by experience and contextHistorical understanding requires considering multiple perspectives.
SignificanceImportance or impactHistorical significance is constructed, not inherent; it changes over time.
EvidenceInformation from the pastHistorical knowledge is constructed from sources that must be analyzed and interpreted.
InterpretationMaking sense of evidenceReasonable people can interpret the same evidence differently.

Civic and Government Concepts

ConceptDefinitionSample Generalization
PowerThe ability to influence or controlPower operates at all levels of human organization and requires accountability.
AuthorityLegitimate powerAuthority derives from various sources and can be challenged when seen as illegitimate.
RightsEntitlements that individuals possessRights involve tensions between individual liberty and collective well-being.
ResponsibilityDuties and obligationsRights imply responsibilities; citizenship involves both.
JusticeFairness in the distribution of benefits and burdensConcepts of justice vary across cultures and change over time.
DemocracyGovernment by the peopleDemocratic systems require participation, protection of rights, and peaceful conflict resolution.
LawRules established by authorityLaws reflect values, shape behavior, and require enforcement and adjudication.
CitizenshipMembership in a political communityCitizenship involves rights, responsibilities, and identity.

Economic Concepts

ConceptDefinitionSample Generalization
ScarcityLimited resources relative to unlimited wantsScarcity forces choices, creating opportunity costs.
ChoiceSelection among alternativesEconomic decisions involve weighing costs and benefits.
Opportunity CostThe next-best alternative forgoneEvery choice has an opportunity cost, even when not directly visible.
IncentiveSomething that motivates behaviorPeople respond to incentives in ways that can be predicted and influenced.
MarketWhere buyers and sellers interactMarkets coordinate economic activity through prices.
Supply and DemandRelationship between availability and desirePrices result from the interaction of supply and demand.
TradeExchange of goods and servicesTrade enables specialization and creates benefits for participants.
InterdependenceMutual reliance in economic relationshipsModern economies depend on complex webs of exchange and specialization.

Geographic Concepts

ConceptDefinitionSample Generalization
LocationWhere something isLocation shapes access to resources, connections, and opportunities.
PlaceThe physical and human characteristics of an areaPlaces develop unique identities from the interaction of physical and human features.
RegionAn area defined by common characteristicsRegions are human constructs that help organize geographic understanding.
MovementThe flow of people, goods, and ideasMovement connects places and spreads cultural and economic patterns.
Human-Environment InteractionHow people affect and are affected by their surroundingsHumans both adapt to and modify environments, with consequences for both.
SpaceThe distribution of phenomena across Earth's surfaceSpatial patterns reveal relationships and processes.
ScaleThe level of geographic analysisPhenomena look different at different scales—local, regional, global.

Cross-Disciplinary Concepts

These concepts appear across multiple subjects and enable interdisciplinary connections:

ConceptAppearance Across Disciplines
SystemScience (ecosystems, body systems), Social Studies (economic systems, government), Math (number systems)
PatternMath (numerical patterns), Science (patterns in nature), ELA (literary patterns), Social Studies (historical patterns)
ChangeScience (chemical change), Social Studies (historical change), ELA (character change), Math (rate of change)
StructureELA (text structure), Science (molecular structure), Math (algebraic structure), Social Studies (social structure)
RelationshipMath (functional relationships), Science (ecological relationships), ELA (character relationships), Social Studies (international relationships)
EvidenceScience (experimental evidence), ELA (textual evidence), Social Studies (historical evidence), Math (mathematical proof)
PerspectiveELA (narrative perspective), Social Studies (historical perspective), Science (scientific models as perspectives)
Cause and EffectScience (causation), Social Studies (historical causation), ELA (plot causation), Math (logical implication)
BalanceScience (equilibrium), Social Studies (balance of power), ELA (balanced argument), Math (equations)
CycleScience (life cycles, water cycle), Social Studies (economic cycles), ELA (narrative cycles)

Using the Concept Bank

Selection Criteria

When choosing concepts from this bank:

  1. Alignment: Does this concept align with your curriculum standards and content requirements?

  2. Transfer Potential: Will understanding this concept enable students to transfer learning to new contexts?

  3. Developmental Appropriateness: Is this concept accessible to your students while still providing intellectual challenge?

  4. Connection Potential: Does this concept connect to other concepts students have learned or will learn?

  5. Engagement: Does this concept address questions that matter to students and their world?

Customization

Remember that generalizations must be specific to your content and students:

  • Use the sample generalizations as starting points, not final products
  • Adapt language for your grade level
  • Ensure generalizations are actually true and supportable
  • Connect generalizations to your specific content and contexts

Vertical Articulation

Consider how concepts develop across grade levels:

  • Elementary: Introduce concepts through concrete examples
  • Middle School: Develop more abstract understanding of concepts
  • High School: Apply concepts to complex, authentic situations

Work with colleagues across grade levels to ensure coherent conceptual development.