The DOI matches its Crossref record; 61 of the 67 references it cites were found in a registry or an index.
“Productivity and Misallocation in General Equilibrium”
Open accessAbstract
This paper develops a general theory of aggregation in inefficient economies. We provide nonparametric formulas for aggregating microeconomic shocks in economies with distortions such as taxes, markups, frictions to resource reallocation, financial frictions, and nominal rigidities. We allow for arbitrary elasticities of substitution, returns to scale, factor mobility, and input-output network linkages. We show how to separately measure changes in technical and allocative efficiency. We also show how to compute the social cost of distortions. We pursue applications focusing on firm-level markups in the United States. We find that improvement in allocative efficiency, due to the reallocation over time of market share to high-markup firms, accounts for about half of aggregate TFP growth over the period 1997–2015. We also find that eliminating the misallocation resulting from the large and dispersed markups estimated in the data would raise aggregate TFP by about 15%, increasing the economy-wide cost of monopoly distortions by two orders of magnitude compared with the famous 0.1% estimate by Harberger (1954). These exact numbers should be interpreted with care because the data are imperfect and require substantial imputation.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The cited source says what the claim attributes to it.
In the citing paper
“The pattern underscores the centrality of superstar firms for the evolution of the markup consistent with the findings in de Loecker, Eeckhout, and Unger (2018) and Baqaee and Farhi (2020).”
From The Fall of the Labor Share and the Rise of Superstar Firms* (2020) · cites this paper as Baqaee and Farhi (2020)
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
The Measurement of Productive Efficiency
Farrell, M. J. (1957) · Journal of the Royal Statistical Society Series A (General) · doi:10.2307/2343100 · Cited by 16,699
Technical Change and the Aggregate Production Function
Solow, R. M. (1957) · The Review of Economics and Statistics · doi:10.2307/1926047 · Cited by 12,259
The Dynamics of Productivity in the Telecommunications Equipment Industry
Olley, G. S., & Pakes, A. (1992) · Econometrica · doi:10.2307/2171831 · Cited by 7,142
Misallocation and Manufacturing TFP in China and India *
Hsieh, C., & Klenow, P. J. (2009) · The Quarterly Journal of Economics · doi:10.1162/qjec.2009.124.4.1403 · Cited by 5,407
The Coefficient of Resource Utilization
Debreu, G. (1951) · Econometrica · doi:10.2307/1906814 · Cited by 2,339
Identification Properties of Recent Production Function Estimators
Ackerberg, D. A., Caves, K. W., & Frazer, G. (2015) · Econometrica · doi:10.3982/ecta13408 · Cited by 2,229
The Rise of Market Power and the Macroeconomic Implications*
de Loecker, J., Eeckhout, J., & Unger, G. (2020) · Quarterly Journal of Economics · doi:10.3386/w23687 · Cited by 2,002
Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?
Foster, L., Haltiwanger, J., & Syverson, C. (2008) · American Economic Review · doi:10.1257/aer.98.1.394 · Cited by 1,861
Claus, J. J., & Thomas, J. K. K. (2001) · The Journal of Finance · doi:10.1111/0022-1082.00384 · Cited by 1,645
Policy distortions and aggregate productivity with heterogeneous establishments
Restuccia, D., & Rogerson, R. D. (2008) · Review of Economic Dynamics · doi:10.1016/j.red.2008.05.002 · Cited by 1,626
Research works printed but not linked: 5
- Autor, The Fall of the Labor Share and the Rise of Superstar Firms, Quarterly Journal of Economics
- Baqaee, 2017, Productivity and Misallocation in General Equilibrium, 10.3386/w24007 · DOI
- Hall, 1990, Solow's Productivity Residual, 71
- Hall, 1967, Tax Policy and Investment Behavior, American Economic Review, 57, 391
- Harberger, 1954, Monopoly and Resource Allocation, American Economic Association, Papers and Proceedings, 44, 77
Cited by
Sorted by citations
Items 601–647 of 647
Management practices and transaction relationships
Imani, Y., & Ohyama, A. (2026) · Journal of the Japanese and International Economies · doi:10.1016/j.jjie.2026.101426
Cui, L., Feng, J., Zhang, Y., Li, Z., Hao, F., Zhao, J., Shao, A., & Xing, L. (2026) · Systems · doi:10.3390/systems14050512
Geopolitical Risk, Firm Expectations, and Supply-Chain PropagationPreprint
Akarsu, O., & Aktuğ, E. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6723578
Carbon emissions, misallocation, and productivity in the cement industry: an empirical investigation
Li, K., Wu, Y., & Tang, L. (2026) · Environmental Science and Pollution Research · doi:10.1007/s11356-026-37813-w
Dynamic Propagation Architectures. A Theory of How Shocks Alter the EconomyPreprint
Posselt, J. M. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6776620
The Impact of Financial Decision-Making Quality on Firm Value in Manufacturing Firms
Awaluddin, M. (2026) · Journal of Hunan University Natural Sciences · doi:10.55463/issn.1674-2974.53.5.4
(13969), J. Y., Xu, S., Shen, Q., & Mukhopadhaya, P. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6886873
Carbon Pricing, Border Adjustment and Renewable Energy Investment: a Network approachPreprint
Delgado-Téllez, M., Santabárbara, D., & Quintana, J. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6901677
The Internal Memory Network of the EconomyPreprint
Posselt, J. M. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6945069
Cao, Z., Sun, X., Lei, Y., Zhao, J., & Li, L. (2026) · International Review of Economics & Finance · doi:10.1016/j.iref.2026.105550
Heterogeneous inflation volatility in production networks: Producer vs. consumer prices
Hasui, K., & Kobayashi, T. (2026) · Journal of Economic Dynamics and Control · doi:10.1016/j.jedc.2026.105373
Industry climate risk, production networks and firm ESG performance
Ren, J., Chen, T., & Hu, Z. (2026) · Green Finance · doi:10.3934/gf.2026015
The Asset Market Channel of Market Power *Preprint
Cai, M., & Zhang, D. R. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.7035320
Zheng, Y., Sun, Y., & Zhang, X. (2026) · International Review of Economics & Finance · doi:10.1016/j.iref.2026.105578
Survival and Cascades in Geoeconomic Networks: A Graph‐Embedded Hazard Framework
Vallarino, D. (2026) · Complexity · doi:10.1155/cplx/2755184
Qin, T., Cui, Y., & Shen, G.-J. (2026) · Journal of macroeconomics · doi:10.1016/j.jmacro.2026.103789
Production-finance integration and resource allocation efficiency of China’s manufacturing firms
Chen, C., Shezheng, L., & Shan, J. (2026) · Journal of Asian Economics · doi:10.1016/j.asieco.2026.102233
Heterogeneous Purchases, Heterogeneous Multipliers
Muratori, U., Juarros, P., & Valderrama, D. (2026) · IMF Economic Review · doi:10.1057/s41308-026-00322-4
Propagation Risk and Structural Sensitivity in Supply Chain NetworksPreprint
Ebrahimi, A. M., & Amini, H. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6765360
Financial Reporting Regulation, Market Power, and WelfarePreprint
Majilla, T. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.7046178
verschuere, B., & Cameron, A. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6995678
Geoeconomic fragmentation under tariff shock: Quantifying the effects of U.S. trade policy
Baran, J. A., Czechowski, P., Gradzewicz, M., & Mućk, J. (2026) · International Economics · doi:10.1016/j.inteco.2026.100736
Can the fourth industrial revolution solve the productivity problem?
Tholen, G., & Westwood, A. F. (2026) · The Economic and Labour Relations Review · doi:10.1017/elr.2026.10077
Nguyen, P. T., & Dang, H. X. (2026) · Competitiveness Review An International Business Journal incorporating Journal of Global Competitiveness · doi:10.1108/cr-02-2026-0148
Procompetitive effects of vertical mergers? Evidence from the European Union
Bellucci, C., & Rungi, A. (2026) · International Journal of Industrial Organization · doi:10.1016/j.ijindorg.2026.103321
Industrial Network Concentration and Innovation
Cao, Z., Chen, W., & Zhang, Q. (2026) · Emerging Markets Finance and Trade · doi:10.1080/1540496x.2026.2620561
Song, Q., & Ma, L. (2026) · Quantitative Finance and Economics · doi:10.3934/qfe.2026022
Icarus and Daedalus: Non-Gaussian Micro Shocks and Aggregate Productivity RiskPreprint
Mukherji, R., & Rojas-Bernal, A. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.7325499
Veiga-Duarte, R., Gutiérrez, E., Marcos-Fernández, A., Moral‐Benito, E., & Quintana, J. (2026) · Documento ocasional/Documento ocasional - Banco de España · doi:10.53479/44245
Climate Risk, Artificial Intelligence, and Regional Industrial Chain Resilience
Wang, S., Ren, J., Peng, W., & Chen, T. (2026) · Sustainability · doi:10.3390/su18178752
The(Unequal) Rise of Market Power, Nominal Rigidities, and Monetary Non-NeutralityPreprint
Höynck, C., Li, M., & Zhang, D. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.7370244
Market Power, Labor Share, and Wage PremiumPreprint
Chen, M. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.7412580
Aggregate Market Power: Measurement, Drivers, and Macroeconomic Effects
Rossi, M. A. (2026) · Journal of economic surveys (Print) · doi:10.1111/joes.70160
Heterogeneous Markups Cyclicality and Monetary Policy
Chiavari, A., Morazzoni, M., & Smirnov, D. (2026) · International Economic Review · doi:10.1111/iere.70109
The network origins of China’s economic fluctuations: Firm-level evidence
Cheng, D., Tang, Y., & Xiao, Z. (2026) · Structural Change and Economic Dynamics · doi:10.1016/j.strueco.2026.09.003
Iberti, G. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.7466916
Climate Policy Uncertainty and Entrepreneurship: Lubricant or Retardant?
Wang, S., Wang, J., & Mei, X. (2026) · Business Strategy and the Environment · doi:10.1002/bse.71544
State-Dependent Financial Propagation in Production NetworksPreprint
Posselt, J. M. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.7484202
Kritik Mineral Bağımlılığının Büyüme, Enflasyon ve Dış Denge Üzerindeki Makroekonomik Etkileri
Bayram, F. Ç. (2026) · Özgür Yayınları eBooks · doi:10.58830/ozgur.pub1439.c5775
Industrial digitalization: a continuous input-output accounting framework and evidence from China
Huang, H., Liao, H., & Huang, Y. (2026) · Applied Economics · doi:10.1080/00036846.2026.2739566
Tax distortion on capital and resource misallocation: evidence from China’s VAT reform
Liu, C., Ma, G., & Sun, S. T. (2026) · Journal of Comparative Economics · doi:10.1016/j.jce.2026.09.005
Stochastic Network Survival Dynamics: A Computational Extension of the Graph-Embedded Hazard Model
Vallarino, D. (2026) · Computational Economics · doi:10.1007/s10614-026-11446-0
Should Governments Tax Commodities Uniformly? Theory and Empirical Evidence from BrazilPreprint
Albuquerque, B., Araujo, A., Cavalcanti, T. V. D. V., & Navarro, G. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.7611525
A Theory of Economic Coercion and Fragmentation
Clayton, C. R. I., Maggiori, M., & Schreger, J. (2026) · Journal of Political Economy · doi:10.1086/744505 · Cited by 1
Le, G. (2026) · Research Square · doi:10.21203/rs.3.rs-11298081/v1
Metadata
- Authors
- Baqaee, D. R., & Farhi, E.
- Affiliations
- University of California, Los Angeles (US)
- Harvard University (US)
- ORCID
- Farhi, Emmanuel
- Venue
- The Quarterly Journal of Economics
- Publisher
- Oxford University Press (OUP)
- Published
- 2019-09-24
- Volume
- 135
- Issue
- 1
- Pages
- 105-163
- ISSN
- 0033-5533 (ISSN-L)
- 1531-4650
- OpenAlex
- W2765215599
- Cited by
- 648
- References
- 67
- Citations by year
- 2026: 99 · 2025: 110 · 2024: 91 · 2023: 95 · 2022: 72 · 2021: 64 · 2020: 58 · 2019: 28
- FWCI
- 55.62
- Type
- journal article
- Language
- en
- Open access
- green
- doi.org
- Licence
- academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model (vor)
- Locations
- The Quarterly Journal of Economics (publishedVersion)
- National Bureau of Economic Research (publishedVersion)
- London School of Economics and Political Science Research Online (London School of Economics and Political Science) (acceptedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- London School of Economics and Political Science Research Online (London School of Economics and Political Science) (submittedVersion)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Economic Growth and Productivity
- Social Sciences › Economics, Econometrics and Finance › General Economics, Econometrics and Finance › Global trade and economics
- Social Sciences › Economics, Econometrics and Finance › General Economics, Econometrics and Finance › Monetary Policy and Economic Impact
- Keywords
- resource misallocation, allocative efficiency, technical efficiency, markups, total factor productivity growth, market share reallocation, factor mobility, financial frictions, nominal rigidities, tax distortions
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review