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Stock and flow

In systems theory, economics, and related disciplines, stocks and flows are fundamental concepts that describe the structure and dynamics of complex systems by differentiating between accumulated quantities and the rates at which they change. A stock refers to the level or accumulation of a variable measurable at a specific point in time, such as the water in a bathtub, the population of a country, or the inventory in a warehouse, acting as a buffer, delay, or memory of past flows within the system.^[1] In contrast, a flow is the rate of change affecting a stock over a defined period, encompassing inflows that increase the stock (e.g., births or deposits) and outflows that decrease it (e.g., deaths or withdrawals), with the net effect determining whether the stock rises, falls, or remains in dynamic equilibrium.^[1] In economics, these concepts underpin national accounting, balance sheets, and macroeconomic models, where stocks represent the positions of assets and liabilities at a moment—such as capital stock, household wealth, or outstanding debt—valued at market prices or equivalents, while flows denote the economic value created, exchanged, or extinguished over time through transactions like income, expenditure, or investment.^[2] The interplay between stocks and flows ensures consistency in economic analysis; for example, changes in financial assets (a stock) arise from flows such as acquisitions, disposals, or holding gains, allowing policymakers to track sustainability in areas like fiscal balances or resource depletion. This framework reveals potential imbalances, such as when outflows exceed inflows, leading to stock erosion, and is central to stock-flow consistent models that integrate sectoral balance sheets to simulate economy-wide interactions.^[3] Beyond economics, stocks and flows inform systems dynamics modeling for environmental, social, and organizational challenges, emphasizing delays and feedback loops that amplify oscillations or stabilize systems—for instance, in resource management where harvest flows deplete natural capital stocks, or in business where sales flows regulate inventory stocks.^[1] Their application extends to sustainability efforts, revealing leverage points for intervention, such as adjusting flow rates to preserve critical stocks like biodiversity or human capital.^[1]

Core Concepts

Definition of Stocks

In economics and systems theory, a stock refers to a quantity or variable that measures the amount of a particular entity accumulated at a specific point in time, serving as a snapshot of its magnitude without reference to duration.^[4] This static measurement captures the cumulative result of prior processes, distinguishing it from dynamic changes, and is essential for understanding the state of systems at any given instant.^[1] Common examples illustrate this concept clearly: the level of water in a bathtub at noon represents the stock of water, independent of how it arrived there; similarly, the population size of a country on a census date or the inventory of goods held by a business at the end of a quarter qualifies as a stock.^[1] In financial contexts, the wealth held by an individual on a specific date—encompassing assets minus liabilities—exemplifies a stock, as recorded in a balance sheet.^[5] Stocks are typically expressed in units lacking a time dimension, such as dollars for wealth, tons for inventory, or individuals for population, emphasizing their nature as fixed quantities observable at an instant rather than rates of accumulation.^[4] This prerequisite of static measurement underscores stocks as the foundational accumulations that embody the enduring presence of resources or entities within a system, in contrast to the processes that alter them over intervals.^[1]

Definition of Flows

In stock and flow modeling, flows refer to quantities that occur or change over a defined period of time, expressed as rates per unit of time, such as inflows that increase a stock or outflows that decrease it.^[6] These rates capture dynamic processes or transfers within a system, originating from foundational work in system dynamics where they were termed "rates" to describe how accumulations evolve.^[7] The defining characteristic of flows is their inclusion of a time dimension in their units, distinguishing them as measures of activity or movement rather than static amounts—for instance, dollars per year for annual income or people per month for migration rates.^[8]^[6] This temporal aspect ensures flows quantify ongoing changes, such as birth rates in a population (individuals per year) or expenditure rates in a budget (currency units per period).^[9] Representative examples illustrate flows as the active components driving system behavior: the volume of water entering a bathtub per minute represents an inflow rate that builds the water level, without equating to the level itself at any moment.^[9] Likewise, salary earned over a year constitutes a flow of income, reflecting earnings accrued during that interval rather than the resulting savings or wealth stock.^[8] Flows function as the primary mechanisms that accumulate into or deplete stocks, with stocks emerging as the net result of integrated flows over time.^[10]

Distinctions and Relationships

Key Differences

Stocks and flows differ fundamentally in their measurement timing, with stocks representing quantities existing at a specific instant in time, such as the balance of a bank account at the end of a fiscal year, while flows capture quantities that occur or change over a defined period, such as annual revenue or expenditure.^[11]^[12] This temporal distinction ensures that stocks provide a snapshot of economic position, whereas flows reflect dynamic processes like production or consumption within national accounts.^[5] A core contrast lies in their units of measurement, where stocks are typically expressed without a time dimension (e.g., total volume of inventory in liters), and flows incorporate a rate over time (e.g., production rate in liters per hour), rendering direct addition or comparison between the two invalid due to dimensional inconsistency.^[12]^[5] For instance, one cannot meaningfully add a household's total savings (a stock in dollars) to its annual income (a flow in dollars per year), as the units do not align, though ratios between them—such as savings rate—can yield useful insights.^[12] Conceptually, stocks embody the state or accumulated position of an economic entity, such as net worth on a balance sheet, while flows denote activities or changes, like income on a profit-and-loss statement, influencing how analysts interpret economic health.^[11]^[12] Misinterpreting these roles can lead to significant errors; for example, treating gross domestic product (GDP), a flow measuring economic output over a year, as a stock akin to total wealth misrepresents its role in assessing ongoing activity rather than accumulated value.^[13] Similarly, confusing an annual salary (flow) with lifetime savings (stock) overlooks how flows accumulate into stocks over time, potentially skewing personal or policy decisions.^[12]

Interconnections and Ratios

The fundamental interconnection between stocks and flows lies in the principle that the change in a stock over time is determined solely by the net flow into or out of it, calculated as inflows minus outflows.^[14] This relationship ensures that stocks represent accumulations affected only by these rates of change, providing a foundational mechanism for understanding system dynamics in various fields.^[6] Stocks can be conceptualized as the integral of past net flows over time, where the current level of a stock reflects the cumulative effect of all prior inflows and outflows.^[14] This dependency highlights how historical flow patterns shape present stock conditions, emphasizing the temporal linkage in stock-flow systems. Ratios derived from stocks and flows, such as the turnover ratio—defined as the flow rate divided by the stock level—offer metrics for assessing efficiency, with units of inverse time indicating the frequency of turnover.^[6] For instance, inventory turnover measures sales (a flow) relative to average inventory (a stock), revealing how quickly assets are cycled through operations. Velocity concepts extend this by quantifying the speed at which flows circulate through stocks, providing insights into system activity and resource utilization. In monetary economics, the velocity of money exemplifies this as the ratio of nominal GDP (a flow of economic activity) to the money supply (a stock), indicating how often a unit of currency is used in transactions over a period.^[15] Such ratios serve as efficiency indicators, enabling evaluation of how effectively stocks support ongoing flows without delving into specific applications.^[6]

Economic and Accounting Applications

Balance Sheets and Income Statements

In financial accounting, the balance sheet serves as a snapshot of a company's financial position at a specific point in time, capturing the stocks of assets, liabilities, and equity.^[16] Assets represent resources such as cash holdings or inventory owned by the entity, while liabilities denote obligations like accounts payable, and equity reflects the residual interest of owners.^[17] This static portrayal adheres to the fundamental equation where assets equal liabilities plus equity, providing a momentary view without regard to changes over time.^[18] In contrast, the income statement records flows of economic activity over a defined period, such as a quarter or year, detailing revenues earned and expenses incurred to arrive at net income.^[19] Revenues capture inflows from operations, like sales, while expenses include outflows for costs such as salaries or depreciation, reflecting the entity's performance and profitability during the interval.^[20] Unlike the balance sheet's point-in-time focus, the income statement accumulates these flows to measure periodic results under accrual accounting principles.^[21] The balance sheet and income statement articulate through retained earnings, which bridge periodic flows to cumulative stocks in equity. Retained earnings at the end of a period equal the prior period's retained earnings plus net income from the income statement minus dividends distributed.^[22] This linkage ensures that profits generated as flows during the period increase the stock of equity on the balance sheet, while distributions reduce it, maintaining consistency across statements.^[23] Double-entry bookkeeping underpins this framework by recording every transaction as a flow that simultaneously adjusts stocks through equal debits and credits across accounts. For instance, a revenue inflow debits cash (an asset stock) and credits revenue (a flow), with the net effect updating the balance sheet stocks at period-end.^[24] This method ensures the accounting equation remains balanced, as each flow entry impacts at least two stock accounts, preventing discrepancies in financial reporting.^[25]

Macroeconomic Indicators

In macroeconomics, stocks and flows provide a framework for analyzing national economic performance and stability at the aggregate level. Stocks represent accumulated quantities at a point in time, such as total wealth or liabilities, while flows capture changes over a period, like income or expenditures. This distinction is essential for key indicators that inform monetary and fiscal policy, enabling assessments of growth, sustainability, and imbalances. Policymakers use these metrics to evaluate economic health, guide interventions, and predict future trends, often drawing parallels to accounting principles where balance sheets capture stocks and income statements track flows. Gross domestic product (GDP) exemplifies a fundamental flow variable, measuring the total monetary value of all final goods and services produced within a country's borders over a specific period, such as a quarter or year. This quarterly or annual aggregation reflects the economy's output flow, serving as a primary gauge of economic activity and growth. For instance, U.S. GDP in the fourth quarter of 2023 was reported at approximately $27.9 trillion on an annualized basis,^[26] highlighting the scale of production flows; as of the second quarter of 2025, it reached about $29.5 trillion annualized.^[27] Central banks and governments rely on GDP flows to adjust interest rates or spending, as sustained low flows may signal recessionary pressures. In contrast, capital stock represents a core stock variable, denoting the total value of productive assets available in the economy at a given moment, including machinery, equipment, buildings, and infrastructure. Measured at year-end, for example, the net capital stock in advanced economies like the United States is estimated using perpetual inventory methods that account for depreciation and investment flows over time. This stock underpins potential output and productivity; a declining capital stock, as seen in some European nations post-2008 financial crisis, can constrain long-term growth if not replenished by investment flows.^[28] The debt-to-GDP ratio illustrates the interplay between stocks and flows, calculated as the outstanding public debt stock divided by annual GDP flow, yielding a unit in years that assesses fiscal sustainability. A ratio exceeding 90% often raises concerns about repayment capacity, as it implies the debt stock would take nearly a decade of GDP flows to cover without growth or surpluses. For example, Japan's debt-to-GDP ratio reached about 260% in 2023, prompting ongoing debates on monetary policy to manage sustainability risks; as of 2024, it stood at approximately 236%.^[29]^[30] International bodies like the IMF use this ratio in debt sustainability analyses to recommend fiscal adjustments when flows from revenues fall short of interest obligations.^[29] The unemployment rate functions as a stock-flow hybrid in labor market analysis, defined as the stock of unemployed individuals divided by the total labor force stock at a point in time, but influenced by flows such as job separations (inflows to unemployment) and hires (outflows). In the United States, monthly labor force surveys reveal that these flows—averaging around 6 million inflows and outflows per month in 2023—drive changes in the unemployment stock, with the rate at 3.7% as of December 2023 amid post-pandemic recovery; by October 2025, it was 4.1%.^[31]^[32]^[33] High inflow rates from job losses, as during economic downturns, elevate the stock and signal policy needs like stimulus to boost hiring flows.^[31] Balance of payments flows capture a nation's international transactions over a period, encompassing current account flows (trade in goods, services, and income) and capital account flows (investments and transfers). These flows must sum to zero in accounting terms, with deficits in one often offset by surpluses in another, as seen in the U.S. persistent current account deficit of about 3.3% of GDP in 2023 financed by capital inflows; it widened to 3.9% in 2024.^[34]^[35] Monitoring these flows aids in exchange rate policy and trade negotiations, preventing imbalances that could lead to currency crises.^[34]

Interdisciplinary Applications

Systems Dynamics Modeling

In systems dynamics modeling, stocks represent the state variables that accumulate or deplete over time, capturing the persistent levels within a system such as populations, inventories, or resources. These stocks serve as integrators of flows, providing a snapshot of the system's condition at any given moment and enabling the simulation of dynamic behavior through differential equations underlying the model structure. For instance, in Jay Forrester's urban dynamics model, stocks like residential, underemployed, and professional populations illustrate how accumulated levels influence urban growth and decay patterns.^[14] Flows, in contrast, depict the rates at which stocks change, consisting of inflows that increase a stock and outflows that decrease it, often modulated by auxiliary variables representing external influences or internal processes. These rates are typically expressed as continuous functions, allowing models to simulate how decisions and delays propagate through the system; examples include birth rates adding to a population stock or death rates subtracting from it, as formalized in foundational system dynamics frameworks. Auxiliary variables, such as policy rules or environmental factors, govern these flows to reflect real-world causalities without directly altering stock levels.^[14]^[36] Central to systems dynamics are feedback loops, which emerge from interconnections between stocks and flows, creating reinforcing structures that amplify changes (e.g., population growth accelerating further births) or balancing structures that stabilize the system (e.g., inventory adjustments in supply chains where excess stock triggers reduced production). These loops, often visualized in causal loop diagrams, capture nonlinear behaviors like oscillations or exponential growth, with stocks acting as key nodes that delay or accumulate effects from flows. In supply chain simulations, for example, a balancing loop might involve order fulfillment rates responding to inventory levels to prevent shortages or overstock. Software tools facilitate the construction and analysis of these stock-flow models, with Vensim and Stella (now iThink) being widely adopted for creating interactive simulations and stock-flow diagrams. Vensim supports advanced sensitivity analysis and optimization for large-scale models, while Stella emphasizes user-friendly interfaces for educational and business applications, enabling rapid prototyping of feedback structures. Post-2000 developments have extended these tools to business simulations, such as scenario planning for market dynamics and strategy testing in volatile environments, integrating with data analytics for real-time decision support.^[37]

Environmental and Resource Management

In environmental and resource management, the concept of stocks and flows is fundamental to understanding the dynamics of natural systems, where stocks represent accumulated quantities at a given time, and flows denote the rates of addition or removal. A prominent example is atmospheric carbon dioxide (CO2), where the stock is measured as the concentration in parts per million (ppm) in the atmosphere, approximately 427 ppm as of November 2025, reflecting the cumulative buildup from human activities since the pre-industrial era of about 280 ppm.^[38] The corresponding flows include annual anthropogenic emissions, estimated at approximately 37.4 GtCO2 in 2024, primarily from fossil fuel combustion, alongside natural absorption flows by oceans and land sinks that remove about half of these emissions.^[39] This stock-flow framework highlights how unchecked emission flows deplete remaining carbon budgets, guiding policies to limit warming under international agreements.^[40] In the water cycle, stocks and flows illustrate the balance essential for sustainability and carrying capacity, defined as the maximum population or activity level an ecosystem can support without degradation. Groundwater serves as a critical stock, representing stored volumes in aquifers that can sustain flows during dry periods, with global estimates indicating vast reserves but varying recharge rates.^[41] Inflows to this stock include precipitation and surface water infiltration, while outflows encompass evaporation, transpiration, and human withdrawals for irrigation and consumption; for instance, excessive extraction flows in arid regions like the Ogallala Aquifer in the United States have led to declining stocks, reducing the system's carrying capacity for agriculture and ecosystems.^[42] The U.S. Geological Survey emphasizes that fluxes such as precipitation (global average ~990 mm/year) and evaporation must align with stock maintenance to avoid overexploitation, informing management strategies like aquifer recharge projects to preserve long-term viability.^[43] Resource depletion models further apply stocks and flows to renewable natural capital, particularly in fisheries, where fish populations constitute the biological stock, and harvest rates represent the extraction flow. Sustainable yield models, such as the maximum sustainable yield (MSY), aim to balance recruitment inflows (from reproduction) against mortality and harvesting outflows to maintain stock levels; for example, the Food and Agriculture Organization reports that 62.3% of assessed fish stocks were fished within biologically sustainable levels in 2021, but overexploitation flows have pushed others toward collapse.^[44] These models, rooted in population dynamics, guide quotas to ensure harvesting flows do not exceed replenishment, preventing stock depletion below levels that support ecosystem services like biodiversity and food security.^[45] Modern applications extend this framework to global sustainability challenges, including carbon budgets under the Paris Agreement (2015), which quantify remaining allowable CO2 emission flows—estimated at approximately 235 GtCO2 as of January 2025 for a 50% chance of limiting warming to 1.5°C—against the accumulating atmospheric stock to meet temperature goals.^[46] Projections indicate fossil fuel emissions will rise 1.1% in 2025, further straining this budget to near exhaustion within about four years at current rates.^[47] Similarly, in biodiversity conservation, species richness and population sizes form stocks, while extinction rates act as destructive flows; the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES) notes that current extinction rates are 10 to 100 times higher than pre-human baselines, driven by habitat loss and overexploitation, necessitating interventions to reduce these flows and restore stocks.^[48] This approach parallels macroeconomic resource valuation by emphasizing thresholds for sustainable management.^[49]

Mathematical Interpretations

Differential Equations Approach

The differential equations approach models the dynamics of stocks and flows by treating stocks as state variables whose rates of change are determined by net flows, providing a continuous-time framework for analyzing accumulation processes. This method originates from systems dynamics and mathematical modeling traditions, where stocks represent integrals of flows over time.^[50] The core equation governing stock evolution is the ordinary differential equation:

\frac{dS}{dt} = F_{\text{in}}(t) - F_{\text{out}}(t),

where S(t) denotes the stock at time t, F_{\text{in}}(t) is the inflow rate, and F_{\text{out}}(t) is the outflow rate. This equation captures how the instantaneous change in the stock equals the difference between incoming and outgoing flows, assuming continuous variation.^[50]^[51] Integrating this differential equation from an initial time 0 to t yields the explicit solution for the stock:

S(t) = S(0) + \int_{0}^{t} \left[ F_{\text{in}}(\tau) - F_{\text{out}}(\tau) \right] d\tau,

which expresses the stock as its initial value plus the cumulative net flow over the interval. This form highlights the accumulative nature of stocks as time integrals of flows.^[51] For computational purposes or when time is discretized, the continuous equation approximates to a difference equation:

\Delta S = F_{\text{in}} \cdot \Delta t - F_{\text{out}} \cdot \Delta t,

or iteratively, S(t + \Delta t) = S(t) + (F_{\text{in}} - F_{\text{out}}) \Delta t, valid for small time steps \Delta t. This Euler method approximation facilitates numerical simulations while preserving the underlying continuous dynamics.^[51]^[52] An equilibrium state occurs when \frac{dS}{dt} = 0, implying F_{\text{in}} = F_{\text{out}}, so the stock remains constant. Basic stability analysis linearizes the system around this equilibrium by examining the Jacobian matrix of the flows; if all eigenvalues have negative real parts, the equilibrium is asymptotically stable, meaning perturbations decay over time. For instance, in a simple draining stock model where F_{\text{out}} = k S with k > 0 and constant inflow, the equilibrium is stable as the stock approaches a steady level.^[53]

Stock-Flow Diagrams

Stock-flow diagrams provide a visual method for representing the structure of dynamic systems, translating conceptual stocks and flows into graphical elements that facilitate understanding and simulation. These diagrams emphasize accumulations and their rates of change, enabling modelers to depict how systems evolve over time without relying on algebraic formulations alone.^[54] The core elements of stock-flow diagrams include rectangles to denote stocks, which symbolize accumulations of material, information, or other quantities, such as population or inventory levels. Flows are illustrated as pipes or arrows connecting to these rectangles, indicating the rates at which quantities enter (inflows) or leave (outflows) the stocks. Valves along these pipes represent control mechanisms or rates that regulate the flow magnitude, often influenced by auxiliary variables or feedback processes.^[54] A classic dynamic example is the bathtub model, where the stock of water is depicted as a rectangle, with an inflow pipe from a faucet adding water and an outflow pipe through a drain removing it; the faucet and drain valves adjust the rates based on external controls like pressure or aperture size. This visualization can be rendered in software tools such as Vensim or Stella, allowing simulation of water level changes over time to demonstrate accumulation dynamics.^[54]^[55] Causal loops are incorporated through directed arrows, known as connectors, that illustrate influences between diagram elements, such as how a stock's level impacts a flow rate—for instance, higher pocket money (stock) increasing spending rate (outflow), thereby depleting the stock. These arrows highlight feedback structures, with polarities indicating reinforcing or balancing effects, aiding in the identification of system behavior patterns.^[55] Modern extensions of stock-flow diagrams include their integration with agent-based models, particularly since the 2010s, to combine aggregate system-level dynamics with individual agent behaviors for more nuanced simulations of complex systems like health services or environmental processes. This hybrid approach leverages stock-flow structures for macro-level accumulations while incorporating micro-level agent interactions, enhancing model realism and applicability.^[56]^[57]

Historical Development

Early Conceptualizations

The roots of stock-flow concepts in economics can be traced to pre-19th-century mercantilist thought, which emphasized national wealth as an accumulated stock of precious metals, such as gold and silver, while viewing international trade as a flow that either augmented or depleted this stock.^[58] Mercantilists advocated policies like export promotion and import restrictions to achieve a favorable balance of trade, ensuring a net inflow of specie to build the domestic stock of bullion, which they equated with a nation's power and prosperity.^[58] For instance, 17th-century writers like Thomas Mun argued that a positive balance of trade—exports exceeding imports—directly contributed to the accumulation of metallic reserves, treating trade surpluses as essential flows for sustaining wealth stocks.^[59] In the mid-18th century, the Physiocrats advanced these ideas through François Quesnay's Tableau Économique (1758), an early visual representation of economic circulation that served as a precursor to modern flow diagrams.^[60] Quesnay depicted the economy as a sequential "zig-zag" of intersectoral exchanges among three classes—productive (farmers), proprietary (landowners), and sterile (artisans and merchants)—illustrating flows of agricultural produce, manufactured goods, and monetary advances that replenished or diminished productive stocks like land and advances.^[60] This model highlighted the circular flow of net product from agriculture back into the system, underscoring how annual flows of revenue sustained the overall economic stock without simultaneous barter, but through timed transactions.^[60] Classical economics further distinguished stocks from flows in Adam Smith's An Inquiry into the Nature and Causes of the Wealth of Nations (1776), where he contrasted accumulated capital stock with the annual produce of land and labor.^[61] Smith described capital as a stock comprising fixed elements (like tools and buildings) and circulating ones (like wages and materials) that enable production, while the annual produce represented the yearly flow of goods and services generated by labor and distributed as wages, profits, and rents.^[61] He argued that "the annual labour of every nation is the fund which originally supplies it with all the necessaries and conveniences of life which it annually consumes," emphasizing how savings from this flow could augment the capital stock to support future production and growth.^[61] By the mid-19th century, these concepts appeared in resource-specific analyses, as in William Stanley Jevons' The Coal Question (1865), which applied stock-flow reasoning to energy economics by examining Britain's finite coal reserves as a depletable stock against rising annual consumption flows.^[62] Jevons quantified coal stocks at around 90 billion tons but warned that exponential increases in consumption—driven by industrial expansion—would accelerate depletion, stating that "our power is rooted in coal" and that efficiency gains paradoxically amplified the flow of usage rather than conserving the stock.^[63] This analysis framed coal not merely as a commodity but as the foundational stock enabling economic flows, predicting constraints on national progress as the stock-to-flow ratio deteriorated.^[62]

Key Contributors and Evolution

Irving Fisher laid the groundwork for a systematic treatment of stock and flow concepts in economics through his 1896 monograph Appreciation and Interest, where he distinguished capital as an accumulated stock from interest as a periodic flow, applying this framework to analyze monetary changes and their effects on rates of return.^[64] This work marked the first formalization of such distinctions in economic theory, emphasizing how stocks of wealth interact with flows of income over time.^[65] In the 1930s, Michał Kalecki advanced stock-flow analysis in his business cycle models, critiquing prevalent confusions between stock variables like capital accumulation and flow variables such as investment expenditures, which he argued led to inconsistencies in explaining economic fluctuations.^[66] Kalecki famously described economics as "the science of confusing stocks with flows," highlighting how such errors undermined dynamic models of capitalist economies, and he integrated consistent stock-flow relations in works like his 1935 theory of the business cycle to better capture investment's role in altering capital stocks.^[67] Jay Forrester formalized stock and flow structures in the 1950s through his development of system dynamics at MIT, initially applying hand simulations to industrial problems like employment cycles at General Electric, where he modeled stocks (e.g., workforce levels) and flows (e.g., hiring rates) to reveal feedback mechanisms driving system behavior.^[68] This approach extended stock-flow thinking beyond economics to broader social and industrial systems, enabling computer-based simulations by 1958 that emphasized accumulation processes and rate changes.^[68] Post-World War II, stock-flow concepts were integrated into standardized national accounting frameworks, notably the 1953 System of National Accounts (SNA), which provided a comprehensive structure for recording economic flows (e.g., production and consumption) alongside stocks (e.g., assets and liabilities) to support reconstruction and policy analysis.^[69] In the 21st century, these ideas expanded into sustainability studies, with stock-flow-service nexus approaches adapting IPAT-like identities to link material stocks and flows to environmental impacts and human wellbeing, emphasizing resource accumulation's role in exceeding planetary boundaries.^[70]

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The System of Environmental-Economic Accounting for Water (SEEA-Water) has been prepared by the United Nations Statistics Division (UNSD) in collaboration with ...<|control11|><|separator|>
[35]
Groundwater Storage and the Water Cycle | U.S. Geological Survey
Water at the Earth's surface evaporates into water vapor, then rises up into the sky to become part of a cloud which will float off with the winds, eventually ...Missing: stock | Show results with:stock
[36]
Glossary of Water Cycle Terms | U.S. Geological Survey - USGS.gov
A flux is a process that moves water between pools, like evaporation, precipitation, discharge, recharge, or human use.Missing: stock | Show results with:stock<|control11|><|separator|>
[37]
The status of fishery resources
The fraction of fishery stocks within biologically sustainable levels decreased to 64.6 percent in 2019, that is 1.2 percent lower than in 2017.
[38]
[PDF] Stock assessment for fishery management
This document provides guidelines for fish stock assessment and fishery management, using software tools and a process that provides information for ...
[39]
[PDF] Summary for Policymakers
... remaining carbon budget of about 300 GtCO2 compared to AR5. (medium confidence) {2.2.2}. 15 These estimates use observed GMST to 2006–2015 and estimate ...
[40]
[PDF] BIODIVERSITY AND ECOSYSTEM SERVICES - IPBES
Severe impacts to ocean ecosystems are illustrated by 33 per cent of fish stocks being classified as overexploited and greater than 55 per cent of ocean area.
[41]
[PDF] Robust Control in Global Warming Management
Net emissions flow accumulates to the global atmospheric CO2 stock, Mt where ² > 0 is the marginal atmospheric retention ratio and. Ω > 0 the rate of ...
[42]
(PDF) BUSINESS DYNAMICS : SYSTEMS THINKING - Sterman
... (Stock)/dt = Inflow(t) - Outflow(t). In general, the flows will be ... The chapter also illustrates how stock and flow dynamics give insight into ...
[43]
[PDF] Using Difference Equation to Model Discrete-time Behavior in ...
In SDM, the mathematical relationship between stocks and flows is commonly determined by the differential equation. However,the stock and flow concept is.
[44]
[PDF] Class 10: Stock and Flow Models
Flows are the valves that control the movements between stocks. They can be expressed as rate equations or differential equations. Stocks and Flows. Page 3 ...
[45]
(PDF) Analytical thinking, Little's Law understanding, and stock‐flow ...
Aug 6, 2025 · Stocks and flows are the foundations of dynamic systems. Most people have difficulties inferring the behavior of a stock from its flows.
[46]
What is System Dynamics?
### Summary of Stock and Flow Diagrams from systemdynamics.org
[47]
[PDF] developing system dynamics models from causal loop diagrams
In this paper we discuss how a Causal Loop diagram (CLD) can be la- beled and structured incrementally in order to finally transform it into a Stock and. Flow ...
[48]
Combining system dynamics and agent-based modeling to analyze ...
We propose building a hybrid model that combines a system dynamics with an agent-based approach to address some of these challenges.
[49]
a systematic review of system dynamics and agent-based models
Nov 19, 2019 · System dynamics models (SDM) and agent-based models (ABM) are two popular complementary methods, used to simulate macro- and micro-level health system ...
[50]
[PDF] Mercantilists and Classicals: Insights from Doctrinal History
Those writers argued that a nation's stock of precious metals constituted the source of its plenty (wealth), power, prestige, and pros- perity. For countries ...
[51]
Mercantilism - The History of Economic Thought Website
'Mercantilism' is an economic doctrine that prevailed in much of Europe during the 17th & 18th Centuries.
[52]
HET: Quesnay's Tableau Economique - Overview
François Quesnay divided his economy into three sectors or, more accurately, "classes" of people: the proprietary class (landlords), the productive class.
[53]
An Inquiry into the Nature and Causes of the Wealth of Nations
The annual labour of every nation is the fund which originally supplies it with all the necessaries and conveniencies of life which it annually consumes, and ...
[54]
The Coal Question | Online Library of Liberty
William Stanley Jevons (author). A warning that Britain would face rising costs for coal as other nations industrialized and that this would have a deep ...
[55]
[PDF] William Stanley Jevons and The Coal Question | John Bellamy Foster
Although shortage of coal generates questions in his analysis about whether growth can be sustained, the issue of ecological sustainability is never raised.
[56]
Title: Appreciation and Interest : A Study of the Influence of Monetary ...
Fisher, Irving, 1867-1947. Appreciation and Interest : A Study of the Influence of Monetary Appreciation and Depreciation on the Rate of Interest with ...
[57]
[PDF] Irving Fisher Source: The Economic Journal , Dec., 1896, Vol. 6, No ...
So the first view of the economic world discerns very few commodities in the double aspect of stock and flow, and each becomes associated either with. 'capital ...
[58]
Business Cycle Theory: A Critical Historical Survey - ResearchGate
Sep 22, 2017 · 38.2 (1930): 125-163. López, Julio, and Michaël Assous. Michal Kalecki, Great Thinkers in Economics. New York: Palgrave Macmillan (2010).
[59]
[PDF] Business Cycle Theory: A Critical Historical Survey
Figure 1: Kalecki's investment sequence. 2.3 Business cycle theories: Michal Kalecki. Michal Kalecki published a number of important works on business cycles ...
[60]
Origin of System Dynamics
Jay W. Forrester and the History of System Dynamics. System dynamics was created during the mid-1950s by Professor Jay W. Forrester of the Massachusetts ...
[61]
[PDF] System of National Accounts
In the post-war period the information was de- sired to throw light on problems of economic recon- struction and development and, more generally, for assessing ...Missing: WWII | Show results with:WWII
[62]
Nexus approaches to sustainable social metabolism - ScienceDirect
A stock-flow approach stresses the centrality of stock-building for societies' resource demand. For example, the fraction of all materials extracted globally by ...