---
title: "GTAP: papers using this data, journals and trends"
description: "From Nov 2023 to Oct 2026, 79 archived papers mentioned GTAP in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jun 2026 (8)."
url: https://scholar4ai.com/datasets/gtap
markdown_url: https://scholar4ai.com/datasets/gtap.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 79 archived papers mentioned GTAP in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jun 2026 (8). (as of 2026-11-05)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-05T06:02:37+09:00
window: 2026-10-07 to 2026-11-05
source: OpenAlex (CC0)
---

# GTAP

[Browse dataset profiles](https://scholar4ai.com/datasets/directory/page/3.md)

Bilateral trade flows, tariffs, customs records and input-output tables.

- data category: International trade and input-output data
- 1 paper in the last 7 days
- Names searched for: Global Trade Analysis Project, GTAP

Most-used data: https://scholar4ai.com/rankings/datasets.md · All International trade and input-output data datasets: https://scholar4ai.com/datasets/international-trade-and-input-output-data.md



## Key findings

- From Nov 2023 to Oct 2026, 79 archived papers mentioned GTAP in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jun 2026 (8).
- GTAP was mentioned in 4 papers in the last 30 days (2026-10-07 to 2026-11-05), ranking #79 of the 246 datasets mentioned.
- By journal category: Economics (4).
- Most of them appeared in Environmental Economics and Policy Studies (1), Ecological Economics (1) and Journal of Public Economics (1).
- From 2017 to 2026 (so far), GTAP was mentioned in 105 papers in the tracked journals, most of them in economics (96), management (4) and operations research (3).
- 28 of them were published in 2025, against 4 in 2017.
- Since 2023, the institutions with the most of these papers were ETH Zurich (5), London School of Economics and Political Science (5) and University of Birmingham (5).
- The journals publishing most of them were Ecological Economics (14), Energy Economics (8) and Energy Policy (7).
- The most-cited of them is “Does the EU ETS cause carbon leakage in European manufacturing?” (Journal of Environmental Economics and Management, 2018), with 312 citations.
- Papers use GTAP most often with International Energy Agency (IEA) (15), World Development Indicators (World Bank) (13) and World Input-Output Database (WIOD) (11); it has 17 partners in the code and data network, in the group around World Development…, Eurostat, International Energy….

## Mentions over 36 months

*Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts and keywords; the full texts of earlier months are still being searched)*

| Trend | Nov 23–Oct 24 | Nov 24–Oct 25 | Nov 25–Oct 26 | 36 months |
|---|---:|---:|---:|---:|
|  | 21 | 29 | 29 | 79 |

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [Economics](https://scholar4ai.com/categories/economics.md) | 3 | 4 | 2 | 6 | 3 | 5 | 4 | 20 | 25 | 24 |
| [Management](https://scholar4ai.com/categories/management.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 |
| [Finance](https://scholar4ai.com/categories/finance.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 |
| All categories | 4 | 4 | 2 | 6 | 3 | 5 | 4 | 22 | 28 | 27 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Ecological Economics](https://scholar4ai.com/journals/ecological-economics.md) | 14 |
| 2 | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 8 |
| 3 | [Energy Policy](https://scholar4ai.com/journals/energy-policy.md) | 7 |
| 4 | [Environmental and Resource Economics](https://scholar4ai.com/journals/environmental-and-resource-economics.md) | 5 |
| 5 | [Journal of Environmental Economics and Management](https://scholar4ai.com/journals/journal-of-environmental-economics-and-management.md) | 3 |
| 6 | [Economic Modelling](https://scholar4ai.com/journals/economic-modelling.md) | 3 |
| 7 | [Environmental Economics and Policy Studies](https://scholar4ai.com/journals/environmental-economics-and-policy-studies.md) | 3 |
| 8 | [International Economics and Economic Policy](https://scholar4ai.com/journals/international-economics-and-economic-policy.md) | 3 |
| 9 | [European Economic Review](https://scholar4ai.com/journals/european-economic-review.md) | 2 |
| 10 | [World Development](https://scholar4ai.com/journals/world-development.md) | 2 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [ETH Zurich](https://scholar4ai.com/institutions/eth-zurich.md) | 5 |
| 2 | [London School of Economics and Political Science](https://scholar4ai.com/institutions/london-school-of-economics-and-political-science.md) | 5 |
| 3 | [University of Birmingham](https://scholar4ai.com/institutions/university-of-birmingham.md) | 5 |
| 4 | Potsdam Institute for Climate Impact Research | 4 |
| 5 | [Cornell University](https://scholar4ai.com/institutions/cornell-university.md) | 3 |
| 6 | Kiel Institute for the World Economy | 3 |
| 7 | RFF-CMCC European Institute on Economics and the Environment | 3 |
| 8 | University of Geneva | 3 |
| 9 | [University of Groningen](https://scholar4ai.com/institutions/university-of-groningen.md) | 3 |
| 10 | [Vrije Universiteit Amsterdam](https://scholar4ai.com/institutions/vrije-universiteit-amsterdam.md) | 3 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | United Kingdom | 19 |
| 2 | United States | 18 |
| 3 | Germany | 16 |
| 4 | China | 13 |
| 5 | Italy | 11 |
| 6 | Switzerland | 10 |
| 7 | Netherlands | 10 |
| 8 | France | 9 |
| 9 | Australia | 8 |
| 10 | Spain | 7 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | computable general equilibrium model | 12 |
| 2 | [climate policy](https://scholar4ai.com/keywords/climate-policy.md) | 10 |
| 3 | [carbon pricing](https://scholar4ai.com/keywords/carbon-pricing.md) | 9 |
| 4 | food security | 7 |
| 5 | [CO2 emissions](https://scholar4ai.com/keywords/co2-emissions.md) | 6 |
| 6 | welfare effects | 6 |
| 7 | [China](https://scholar4ai.com/keywords/china.md) | 5 |
| 8 | GTAP-E model | 5 |
| 9 | decarbonization | 5 |
| 10 | distributional effects | 5 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 312 | 3.3 | [Does the EU ETS cause carbon leakage in European manufacturing?](https://doi.org/10.1016/j.jeem.2018.11.004) | [Journal of Environmental Economics and Management](https://scholar4ai.com/journals/journal-of-environmental-economics-and-management.md) | 2018-11-24 | Hélène Naegele, Aleksandar Zaklan |
| 2 | 116 | 3.2 | [The global economic impacts of the COVID-19 pandemic](https://doi.org/10.1016/j.econmod.2023.106551) | [Economic Modelling](https://scholar4ai.com/journals/economic-modelling.md) | 2023-10-14 | Warwick J. McKibbin, Roshen Fernando |
| 3 | 114 | 1.5 | [The U.S.–China trade war: Tariff data and general equilibrium analysis](https://doi.org/10.1016/j.asieco.2020.101216) | [Journal of Asian Economics](https://scholar4ai.com/journals/journal-of-asian-economics.md) | 2020-06-18 | Minghao Li, Edward J. Balistreri, Wendong Zhang |
| 4 | 99 | 2.2 | [Fossil fuels subsidy removal and the EU carbon neutrality policy](https://doi.org/10.1016/j.eneco.2023.106524) | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 2023-02-01 | Alessandro Antimiani, Valeria Costantini, Elena Paglialunga |
| 5 | 96 | 1.7 | [Cutting Through the Value Chain: The Long-Run Effects of Decoupling the East from the West](https://doi.org/10.1007/s10663-022-09561-w) | [Empirica](https://scholar4ai.com/journals/empirica.md) | 2022-01-01 | Gabriel J Felbermayr, Hendrik Mahlkow, Alexander Sandkamp |

## Used together with

Papers use GTAP most often with International Energy Agency (IEA) (15), World Development Indicators (World Bank) (13) and World Input-Output Database (WIOD) (11); it has 17 partners in the code and data network, in the group around World Development…, Eurostat, International Energy….

*What papers use GTAP together with (at least 3 papers; lift 1 = chance)*

| Used with | Type | Papers using both | Lift |
|---|---|---:|---:|
| [International Energy Agency (IEA)](https://scholar4ai.com/datasets/international-energy-agency-iea.md) | Dataset | 15 | 7.2 |
| [World Development Indicators (World Bank)](https://scholar4ai.com/datasets/world-development-indicators-world-bank.md) | Dataset | 13 | 6.2 |
| [World Input-Output Database (WIOD)](https://scholar4ai.com/datasets/world-input-output-database-wiod.md) | Dataset | 11 | 34.5 |
| [China Health and Nutrition Survey (CHNS)](https://scholar4ai.com/datasets/china-health-and-nutrition-survey-chns.md) | Dataset | 8 | 16.2 |
| [Eora](https://scholar4ai.com/datasets/eora.md) | Dataset | 8 | 69.4 |
| [Eurostat](https://scholar4ai.com/datasets/eurostat.md) | Dataset | 8 | 2.5 |
| [IMF data (IFS, WEO, DOTS)](https://scholar4ai.com/datasets/imf-data-ifs-weo-dots.md) | Dataset | 8 | 19.1 |
| [UN Comtrade](https://scholar4ai.com/datasets/un-comtrade.md) | Dataset | 8 | 27.1 |
| [CEPII BACI](https://scholar4ai.com/datasets/cepii-baci.md) | Dataset | 7 | 18.4 |
| [OECD TiVA / ICIO](https://scholar4ai.com/datasets/oecd-tiva-icio.md) | Dataset | 7 | 22.9 |
| [Global Burden of Disease](https://scholar4ai.com/datasets/global-burden-of-disease.md) | Dataset | 3 | 2.6 |
| [Global Carbon Project](https://scholar4ai.com/datasets/global-carbon-project.md) | Dataset | 3 | 26.0 |

The whole network: https://scholar4ai.com/code/network.md

## Papers

*Papers mentioning GTAP in the last 30 days, newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-31 | [Heterogeneous Decarbonization: Technology-Specific Renewable Shocks and Asymmetric Emissions Responses Across the Global Economy](https://doi.org/10.1007/s10018-026-00485-4) | [Environmental Economics and Policy Studies](https://scholar4ai.com/journals/environmental-economics-and-policy-studies.md) | Wasiu Babajide Akintunde | Texas Tech University |
| 2026-10-22 | [Land-based climate policy, land prices, and the green transition trilemma: Evidence from Bolivia](https://doi.org/10.1016/j.ecolecon.2026.109281) | [Ecological Economics](https://scholar4ai.com/journals/ecological-economics.md) | Guilherme Magacho, Isabella Rodrigues de Brito, Danilo Spinola | Agence française de développement; Universidade Federal do ABC; Birmingham City University |
| 2026-10-16 | [The welfare effects of explicit and implicit subsidies on fossil fuels](https://doi.org/10.1016/j.jpubeco.2026.105804) | [Journal of Public Economics](https://scholar4ai.com/journals/journal-of-public-economics.md) | Tim Kalmey, Sebastian Rausch, Jan Schneider | Centre for European Economic Research; Heidelberg University; ETH Zurich; … |
| 2026-10-14 | [Financial frictions and climate policy in a small open economy](https://doi.org/10.1016/j.econmod.2026.107886) | [Economic Modelling](https://scholar4ai.com/journals/economic-modelling.md) | Emilie Rosenlund Soysal, Hendrik Schuldt, Kai Lessmann | Potsdam Institute for Climate Impact Research; Technische Universität Berlin |

## Cite this page

Scholar4AI. (2026). GTAP. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/gtap

```bibtex
@misc{scholar4ai-datasets-gtap,
  author = {{Scholar4AI}},
  title = {GTAP},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/gtap}},
  urldate = {2026-11-05},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).