Scholar4AI Updated 2026-10-26 14:32 UTC+09:00

Synthetic control method

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area: Causal inference · 0 papers in the last 7 days

← Most-used equations and models

Y^1tN=∑j=2J+1wj*Yjt,wj*≥0, ∑jwj*=1

Builds the counterfactual for a treated unit as a weighted average of untreated units.

LaTeX: \hat Y^{N}_{1t} = \sum_{j=2}^{J+1} w_j^{*}\, Y_{jt},\quad w_j^{*} \ge 0,\ \sum_j w_j^{*} = 1

Names searched for: synthetic control

Key findings#

  • Synthetic control method was mentioned in 9 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #68 of the 104 equations and models mentioned.
  • By journal category: Economics (5), Finance (2), Management (1) and Accounting (1).
  • Most of them appeared in Future Business Journal (1), Finance research letters (1) and Energy Policy (1).
  • Often mentioned together with Difference-in-differences (5), Propensity score matching (3) and ARIMA (2).
  • Datasets named in the same papers: MSCI indices (1), IMF data (IFS, WEO, DOTS) (1) and Marketization index (Fan Gang) (1).
  • From Oct 2023 to Sep 2026, 62 archived papers mentioned Synthetic control method in their title, abstract or keywords, most of them in Feb 2025 (6).

Mentions over 36 months#

Papers mentioning it by publication month, Oct 2023 to Sep 2026 (titles, abstracts and keywords)
TrendOct 23–Sep 24Oct 24–Sep 25Oct 25–Sep 2636 months
2730562
Papers mentioning Synthetic control method, newest first.
DateTitleJournalAuthorsAffiliations
2026-10-15Does entrepreneurship policy reform institutional conditions? Evidence from India’s Startup India programmeFuture Business JournalGourav Aggarwal, Smita KashiramkaO. P. Jindal Global University; Indian Institute of Technology Delhi
2026-10-14Bank portfolio responses to the Spanish windfall taxFinance research lettersFilip Hampl, Radim ProcházkaMasaryk University
2026-10-12Geopolitical energy shocks and consumer protection under fiscal constraintsEnergy PolicyJules Sadefo KamdemUniversité de Montpellier; MBS School of Business
2026-10-08Structural change and economic complexity in Brazil’s manufacturing sector: evidence across the states (2011–2019)The Annals of Regional ScienceLuiz Carlos de Santana Ribeiro, Luciano Ferreira Gabriel, Bruno de Oliveira Cruz et al.Institute of Applied Economic Research; Universidad de Oviedo
2026-10-06The impact of comprehensive student support on crime: Evidence from the pathways to education programJournal of Urban EconomicsAdam Lavecchia, Philip Oreopoulos, Noah SpencerIZA - Institute of Labor Economics; McMaster University; University of Toronto
2026-10-01Fiscal Compensation and Income Resilience under an External Shock: Evidence from Hubei, ChinaEconomic Analysis and Policy宇煊 陈Osaka University of Economics; Osaka Prefecture University
2026-10-01Reassessing REDD+ project effectiveness using multiple synthetic control methods: Evidence on additionality and location bias in the Brazilian AmazonEcological EconomicsEtiënne Wijler, Marina Friedrich, Thales A. P. WestVrije Universiteit Amsterdam; Tinbergen Institute; University of Cambridge
2026-09-28From digital inclusion to social inclusion: How bridging digital divide affects rural income inequality in China?International Review of Economics & FinanceNie Changteng, Fan ZhangFujian Business University; Gannan Normal University
2026-09-28The financial transaction tax in SpainJournal of International Accounting Auditing and TaxationA-M. Fuertes, Marcos González-Fernández, M-D. RoblesCity, University of London; City St George's, University of London; Universidad de León; …
Cite this page

Scholar4AI. (2026). Synthetic control method. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/equations/synthetic-control-method

@misc{scholar4ai-equations-synthetic-control-method,
  author = {{Scholar4AI}},
  title = {Synthetic control method},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/equations/synthetic-control-method}},
  urldate = {2026-10-26},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

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