entrepreneurship
Enable an agent to recognise entrepreneurial activity under an explicit definition, assess its evidence and development, and identify justified next actions under uncertainty.
Research draft, second pass
A second pass drafted this model: the structure a model of this thing needs, and what is known about it in the world. The line under this one says how the second half was obtained - researched against sources, or recalled without web access, in which case nothing here was read anywhere and every claim is a lead to verify. Unreviewed either way.
recalled by Codex without web access - no source was read
Researched by: Codex
Purpose and description
Enable an agent to recognise entrepreneurial activity under an explicit definition, assess its evidence and development, and identify justified next actions under uncertainty.
Entrepreneurship is activity through which individuals or teams pursue opportunities to create or expand economic or social value by organizing resources under uncertainty, with competing definitions emphasizing innovation, opportunity discovery or creation, and new venture formation.
It can be Classify an undertaking against a stated definition and explain borderline cases.; Map an opportunity claim to its beneficiaries, assumptions and available evidence.; Choose a bounded next experiment that addresses a consequential uncertainty.; Identify resource dependencies and commitments requiring negotiation or authorisation.; Assess whether to continue, revise, expand, pause or discontinue an undertaking.; Compare entrepreneurial cases using compatible units, definitions and outcome measures..
Distinguishing features
An instance must identify entrepreneurial actions and commitments; an aspiration to become an entrepreneur alone does not establish an active undertaking.
Company registration or self-employment status does not establish entrepreneurship without satisfying the selected definition's activity criteria.
A novel idea or invention counts only when the chosen definition's requirements for pursuing or exploiting it are met.
Routine delivery of an established offering must be distinguished from an initiative pursuing a new opportunity; record what is new and to whom.
Entrepreneurial activity can be assessed within an existing organisation or collective; independence and a newly incorporated company are not assumed requirements.
Scope
+ Definitions of entrepreneurship, their proponents and the criteria used to identify instances
+ Opportunity identification, creation and revision through entrepreneurial action
+ Resource mobilisation and commitments made before outcomes are established
+ Evidence of demand, feasibility, viability and intended social or economic value
+ Entrepreneurial development, continuation, adaptation and discontinuation across independent, corporate and collective settings
- The entrepreneur as an occupation, identity or personality profile
- The enterprise as a legal entity, ownership structure or governance system
- Routine management and operation of an established activity
- Invention and innovation considered independently of entrepreneurial pursuit
- Investment instruments, accounting systems and jurisdiction-specific business law
Characteristics
- Definition and inclusion rule
- Attributed definition with explicit necessary, optional and exclusion criteria Different definitions can classify the same activity differently.
- Unit of entrepreneurial activity
- Individual undertaking, team undertaking, organisational initiative or collective initiative, with observation period Prevents conflating a person, an enterprise and a particular episode of activity.
- Opportunity formation account
- Treated as discovered, created through action, mixed or unresolved Makes assumptions about the opportunity explicit and guides what evidence to seek.
- Novelty reference
- What is new relative to the actor, organisation, locality, market or field Distinguishes local replication from broader novelty without assuming only one qualifies.
- Value proposition
- Proposed benefit linked to beneficiaries, customers, payers and affected parties Separates intended value from the mechanism for financing its delivery.
- Validation state
- Untested, exploratory evidence, demonstrated in a limited setting, repeated evidence, contradicted or unresolved, separately for each critical assumption Prevents evidence about one assumption from being treated as proof of the whole undertaking.
- Resources controlled and committed
- Resource, controlling party, access terms, commitment duration and reversibility Shows whether the undertaking can act and which dependencies constrain it.
- Affordable loss
- Actor-declared limits in currency, time and other explicitly specified resources Supports bounded experiments without assuming an uncertain forecast is reliable.
- Development state
- Exploring, testing, organising delivery, operating, expanding, paused, discontinued or transferred; states may overlap Identifies the work currently underway without imposing a universal linear lifecycle.
- Outcome evidence
- Declared outcome metric with baseline, observation window, population and attribution limits Separates entrepreneurial activity from its eventual commercial or social results.
Also called
Where this came from
wikidata · CC0 1.0
Drafted structure
Bundle to layer to finding to question, as the second pass will find it: 6 bundles · 11 layers · 17 findings · 27 questions.
Definitions and instance boundaries Establishes which interpretation of entrepreneurship is being applied and what qualifies as an instance.
Entrepreneurship cannot be recognised consistently when novelty, ownership, opportunity pursuit and organisation creation are silently treated as interchangeable criteria.
Competing interpretations
Records attributed definitions and the disagreements that affect classification.
Definition-dependent membership
Record whether the adopted account emphasises innovation, opportunity pursuit, organisation creation, uncertainty-bearing or another criterion, with its source and alternatives.
- Which definition is being used, who advances it, and which criteria does it make necessary? definition
- Would an alternative definition include or exclude this undertaking, and on what grounds? boundary
Observable entrepreneurial episode
Bounds the activity being assessed independently of the actor's identity or the firm's registration.
Actions establish the instance
Identify the undertaking, actors, period and observed actions used to establish entrepreneurial activity under the adopted definition.
- Which observed actions establish an instance rather than an intention or an occupational label? measurement
- Where does this entrepreneurial episode end and routine operation begin? boundary
Opportunity and value formation Makes the proposed opportunity and its evolving value claims inspectable.
An agent needs to distinguish an attractive narrative from a specified opportunity whose assumptions can be investigated.
Opportunity origin and change
Tracks how the opportunity was first framed and how interaction or experimentation changes it.
Opportunity account
Record the initial problem or possibility, its evidential basis, the novelty reference and whether the opportunity is treated as pre-existing or formed through action.
- What observations or interactions led to this opportunity claim? provenance
- What is new, relative to whom, and which parts of the opportunity have changed through action? definition
Beneficiaries and value capture
Distinguishes who benefits, who pays and how continued delivery could be supported.
Value creation and support
Specify the promised improvement over existing alternatives and the proposed means of sustaining delivery, including cases where beneficiaries and payers differ.
- For which people or organisations is the proposed outcome better than their current alternative? definition
- What evidence supports their willingness to adopt, pay for or otherwise sustain the offering? measurement
Uncertainty and entrepreneurial learning Connects uncertain assumptions to experiments, evidence and decisions.
Entrepreneurial decisions often precede reliable outcome evidence, so an agent must track what remains unknown and what a test can actually establish.
Critical assumptions
Identifies assumptions whose failure would undermine the proposed undertaking.
Assumption-specific evidence
Keep demand, technical feasibility, delivery capability and sustainability claims separate, recording supporting and contradicting observations for each.
- Which unverified assumption would most change the decision to proceed if it proved false? action
- Does the available evidence show expressed interest, actual adoption, payment, repeat use or another explicitly bounded result? measurement
Bounded experimentation
Designs learning actions with explicit costs, limits and decision consequences.
Experiment-to-decision link
Record a testable assumption, the experiment's audience and conditions, affordable loss, and the results that would justify continuation or revision.
- What next test could distinguish the leading explanations within the actors' loss limits? action
- Which result would trigger continuation, revision or stopping, and what would the test leave unresolved? action
Resource mobilisation and commitment Assesses how actors assemble the means to pursue an opportunity and expose themselves or others to loss.
A proposed opportunity becomes actionable through access to resources and credible commitments, which may remain conditional or outside the actors' control.
Means and dependencies
Maps capabilities and resource access needed for the next entrepreneurial action.
Usable resource access
Distinguish resources already controlled from promised, borrowed or sought resources, including labour, knowledge, finance, distribution and partner access.
- Which resources can the actors use now, and under what access conditions? measurement
- Which missing capability or external dependency blocks the next meaningful test or delivery? action
Commitments and exposure
Tracks obligations created while the undertaking's prospects remain uncertain.
Commitment reversibility
Record who commits what, which conditions apply, what can be reversed and who bears the loss if the undertaking fails.
- Which commitments are evidenced, conditional or merely anticipated? provenance
- Who bears each potential loss, and whose authorisation is required before increasing exposure? action
Development, outcomes and transition Assesses the undertaking's present state and the evidence for changing its course.
Entrepreneurial activity, business survival, growth and beneficial impact are distinct observations and should not substitute for one another.
Development and next decision
Locates current work and the unresolved conditions governing progression.
Evidence-based transition
Describe whether actors are exploring, testing, delivering or expanding, and record the conditions for changing direction without assuming a fixed sequence.
- What activity and evidence support the current development state? measurement
- What must be established before expanding, transferring, pausing or discontinuing the undertaking? action
Results and attribution
Separates intended results from observed effects and identifies limits on causal claims.
Outcomes beyond survival
Record commercial, social or other declared outcomes alongside adverse effects, using explicit observation windows and avoiding unsupported attribution to entrepreneurship itself.
- Which outcomes have been observed for whom, against what baseline and over what period? measurement
- What evidence separates the undertaking's contribution from selection effects, external conditions or displaced activity? provenance
Evidence and external alignment What the world already says about this thing, gathered so the model can be checked against it.
A model that cannot be lined up against existing standards, identifiers and practice cannot be adopted by anyone who already uses them.
Reported evidence
Findings from the breadth pass, kept separate from the structural claims.
Check these first
Recalled without web access and unsourced; every item is a lead to verify.
- This describes entrepreneurship as an activity and concept, not entrepreneurship studies as an academic field; the registry provides no explicit sense.
- Schumpeterian accounts emphasize innovation, Kirznerian accounts emphasize alertness to opportunities, and venture-creation approaches emphasize organizing new enterprises; their boundaries differ.
- Recalled without source consultation. Verify measurement definitions and coverage before comparing datasets; the listed kinds overlap and are not a single standardized taxonomy.
- Which of these check these first hold for the sense of entrepreneurship this model covers, and on what evidence? provenance
Kinds and varieties
Recalled without web access and unsourced; every item is a lead to verify.
- Independent new venture entrepreneurship
- Corporate entrepreneurship
- Social entrepreneurship
- Opportunity-driven entrepreneurship
- Necessity-driven entrepreneurship
- Habitual entrepreneurship, including serial and portfolio entrepreneurship
- Which of these kinds and varieties hold for the sense of entrepreneurship this model covers, and on what evidence? provenance
Real-world use
Recalled without web access and unsourced; every item is a lead to verify.
- Creating ventures that introduce products, services or business models.
- Organizing new business activity within established organizations.
- Building ventures that pursue social or environmental objectives.
- Designing enterprise education, incubators and business support programmes.
- Studying business formation, innovation, employment creation and economic development.
- Which of these real-world use hold for the sense of entrepreneurship this model covers, and on what evidence? provenance
Typical measurements
Recalled without web access and unsourced; every item is a lead to verify.
- Total early-stage Entrepreneurial Activity (TEA), as operationalized by the Global Entrepreneurship Monitor - No universal typical range; varies by economy and survey year - Percentage of adults aged 18-64 who are nascent entrepreneurs or owner-managers of new businesses
- New business density, as operationalized by the World Bank Entrepreneurship Database - No universal typical range; coverage depends on formal registration - Newly registered limited liability companies per 1,000 people aged 15-64 per year
- Business survival at a specified age - Depends on cohort, sector, jurisdiction and observation period - Percentage of a business birth cohort still active
- Which of these typical measurements hold for the sense of entrepreneurship this model covers, and on what evidence? provenance
Failure modes and hazards
Recalled without web access and unsourced; every item is a lead to verify.
- Committing resources before establishing sufficient customer demand or beneficiary need.
- Running out of cash because revenue, financing or working-capital requirements were misjudged.
- Scaling faster than operations, governance or unit economics can support.
- Founder conflict, concentrated decision-making and excessive dependence on particular individuals.
- Evaluating entrepreneurship through registration or self-employment counts alone, overlooking informal activity and differences in innovation, growth and value creation.
- Which of these failure modes and hazards hold for the sense of entrepreneurship this model covers, and on what evidence? provenance
Regional variation
Recalled without web access and unsourced; every item is a lead to verify.
- Informal enterprise and household businesses account for different shares of activity across economies, affecting comparability of registration-based measures.
- Access to finance, social protection, property rights and insolvency arrangements influences the costs and feasibility of starting ventures.
- Cultural expectations and unequal access to networks, assets and markets affect who can participate and which forms of entrepreneurship are viable.
- Which of these regional variation hold for the sense of entrepreneurship this model covers, and on what evidence? provenance
Neighbouring kinds and how to tell them apart
Recalled without web access and unsourced; every item is a lead to verify.
- Entrepreneur - An entrepreneur is an actor or role; entrepreneurship is the activity or process.
- Self-employment - Self-employment is an employment status; it does not necessarily involve innovation or venture development, and entrepreneurship can occur within an employer.
- Small business - Small business describes enterprise size; entrepreneurial activity can occur in organizations of any size, and a small business may operate without pursuing new opportunities.
- Startup - A startup is an organization at an early stage; entrepreneurship is a process that can precede its formation or occur in an established organization.
- Innovation - Innovation concerns implementing novelty; entrepreneurship concerns pursuing opportunities and organizing resources, with innovation required by some definitions but not all.
- Management - Management coordinates organizational activity; entrepreneurship specifically emphasizes pursuing opportunities under uncertainty, although the activities overlap.
- Which of these neighbouring kinds and how to tell them apart hold for the sense of entrepreneurship this model covers, and on what evidence? provenance
What the second pass must settle
- Which authoritative definitions and research traditions should anchor this registry entry, and which classification disagreements must remain explicit?
- Should replicative self-employment and necessity-driven livelihood activity qualify under the default interpretation, and what observable criteria would decide?
- How should independent, corporate, informal and collective entrepreneurship be compared without treating incorporation or ownership as universal requirements?
- Which operational measures reliably distinguish entrepreneurial intention, nascent activity and sustained pursuit across different institutional settings?
- Where should the boundary with routine management be drawn when an established undertaking repeatedly creates and tests new opportunities?