---
title: "World Input-Output Database (WIOD): papers using it"
description: "From Nov 2023 to Oct 2026, 96 archived papers mentioned World Input-Output Database (WIOD) in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Nov 2023 (6)."
url: https://scholar4ai.com/datasets/world-input-output-database-wiod
markdown_url: https://scholar4ai.com/datasets/world-input-output-database-wiod.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 96 archived papers mentioned World Input-Output Database (WIOD) in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Nov 2023 (6). (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)
---

# World Input-Output Database (WIOD)

[Browse dataset profiles](https://scholar4ai.com/datasets/directory/page/7.md)

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

- data category: International trade and input-output data
- 0 papers in the last 7 days
- Names searched for: World Input-Output Database, WIOD

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, 96 archived papers mentioned World Input-Output Database (WIOD) in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Nov 2023 (6).
- World Input-Output Database (WIOD) was mentioned in 2 papers in the last 30 days (2026-10-07 to 2026-11-05), ranking #127 of the 246 datasets mentioned.
- By journal category: Economics (2).
- Most of them appeared in Economic Modelling (2).
- From 2017 to 2026 (so far), World Input-Output Database (WIOD) was mentioned in 140 papers in the tracked journals, most of them in economics (121), finance (10) and management (5).
- 27 of them were published in 2025, against 10 in 2017.
- Since 2023, the institutions with the most of these papers were Centre National de la Recherche Scientifique (4), Joint Research Center (4) and University of Groningen (4).
- The journals publishing most of them were Journal of Economic Structures (9), Structural Change and Economic Dynamics (8) and Journal of International Economics (7).
- The most-cited of them is “COVID-19 Supply Chain Disruptions” (European Economic Review, 2024), with 130 citations.
- Papers use World Input-Output Database (WIOD) most often with OECD TiVA / ICIO (30), Eurostat (21) and Eora (17); it has 24 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 |
|---|---:|---:|---:|---:|
|  | 44 | 22 | 30 | 96 |

## 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) | 9 | 4 | 6 | 3 | 8 | 6 | 12 | 33 | 26 | 14 |
| [Finance](https://scholar4ai.com/categories/finance.md) | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 6 |
| [Management](https://scholar4ai.com/categories/management.md) | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 1 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| All categories | 10 | 5 | 6 | 4 | 8 | 7 | 14 | 37 | 27 | 22 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Journal of Economic Structures](https://scholar4ai.com/journals/journal-of-economic-structures.md) | 9 |
| 2 | [Structural Change and Economic Dynamics](https://scholar4ai.com/journals/structural-change-and-economic-dynamics.md) | 8 |
| 3 | [Journal of International Economics](https://scholar4ai.com/journals/journal-of-international-economics.md) | 7 |
| 4 | [Review of World Economics](https://scholar4ai.com/journals/review-of-world-economics.md) | 7 |
| 5 | [Ecological Economics](https://scholar4ai.com/journals/ecological-economics.md) | 6 |
| 6 | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 6 |
| 7 | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 5 |
| 8 | [European Economic Review](https://scholar4ai.com/journals/european-economic-review.md) | 4 |
| 9 | [Research Policy](https://scholar4ai.com/journals/research-policy.md) | 4 |
| 10 | [Economic Modelling](https://scholar4ai.com/journals/economic-modelling.md) | 4 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [Centre National de la Recherche Scientifique](https://scholar4ai.com/institutions/centre-national-de-la-recherche-scientifique.md) | 4 |
| 2 | Joint Research Center | 4 |
| 3 | [University of Groningen](https://scholar4ai.com/institutions/university-of-groningen.md) | 4 |
| 4 | Vienna Institute for International Economic Studies | 4 |
| 5 | [Centre for Economic Policy Research](https://scholar4ai.com/institutions/centre-for-economic-policy-research.md) | 3 |
| 6 | Deutsche Bundesbank | 3 |
| 7 | European Commission | 3 |
| 8 | [IZA - Institute of Labor Economics](https://scholar4ai.com/institutions/iza-institute-of-labor-economics.md) | 3 |
| 9 | Roma Tre University | 3 |
| 10 | [University of Pisa](https://scholar4ai.com/institutions/university-of-pisa.md) | 3 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | Germany | 20 |
| 2 | United Kingdom | 19 |
| 3 | Italy | 15 |
| 4 | United States | 15 |
| 5 | Spain | 14 |
| 6 | China | 12 |
| 7 | Netherlands | 10 |
| 8 | France | 8 |
| 9 | Austria | 5 |
| 10 | Japan | 5 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | global value chains | 25 |
| 2 | [CO2 emissions](https://scholar4ai.com/keywords/co2-emissions.md) | 6 |
| 3 | World Input-Output Database | 6 |
| 4 | automation | 6 |
| 5 | [manufacturing industry](https://scholar4ai.com/keywords/manufacturing-industry.md) | 6 |
| 6 | [carbon pricing](https://scholar4ai.com/keywords/carbon-pricing.md) | 5 |
| 7 | employment | 5 |
| 8 | value added | 5 |
| 9 | capital accumulation | 4 |
| 10 | carbon intensity | 4 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 130 | 3.8 | [COVID-19 Supply Chain Disruptions](https://doi.org/10.1016/j.euroecorev.2024.104674) | [European Economic Review](https://scholar4ai.com/journals/european-economic-review.md) | 2024-01-11 | Matthias Meier, Eugénio P. Pinto |
| 2 | 93 | 1.0 | [Global overview for energy use of the world economy: Household-consumption-based accounting based on the world input-output database (WIOD)](https://doi.org/10.1016/j.eneco.2019.05.019) | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 2019-05-31 | G.Q. Chen, Xudong Wu, Jinlan Guo et al. |
| 3 | 82 | 1.2 | [Trade in Carbon and Carbon Tariffs](https://doi.org/10.1007/s10640-021-00548-y) | [Environmental and Resource Economics](https://scholar4ai.com/journals/environmental-and-resource-economics.md) | 2021-03-15 | Christoph Böhringer A, Jan Schneider, Emmanuel Asane-Otoo |
| 4 | 73 | 2.0 | [Robots, tasks, and trade](https://doi.org/10.1016/j.jinteco.2023.103828) | [Journal of International Economics](https://scholar4ai.com/journals/journal-of-international-economics.md) | 2023-10-05 | Erhan Artuç, Paulo Bastos, Bob Rijkers |
| 5 | 71 | 1.0 | [Effects of advancing internet technology on Chinese employment: a spatial study of inter-industry spillovers](https://doi.org/10.1016/j.techfore.2020.120259) | [Technological Forecasting and Social Change](https://scholar4ai.com/journals/technological-forecasting-and-social-change.md) | 2020-08-22 | Huijuan Wang, Lin Ding, Rong Guan et al. |

## Used together with

Papers use World Input-Output Database (WIOD) most often with OECD TiVA / ICIO (30), Eurostat (21) and Eora (17); it has 24 partners in the code and data network, in the group around World Development…, Eurostat, International Energy….

*What papers use World Input-Output Database (WIOD) together with (at least 3 papers; lift 1 = chance)*

| Used with | Type | Papers using both | Lift |
|---|---|---:|---:|
| [OECD TiVA / ICIO](https://scholar4ai.com/datasets/oecd-tiva-icio.md) | Dataset | 30 | 72.2 |
| [Eurostat](https://scholar4ai.com/datasets/eurostat.md) | Dataset | 21 | 4.8 |
| [Eora](https://scholar4ai.com/datasets/eora.md) | Dataset | 17 | 108.6 |
| [China Health and Nutrition Survey (CHNS)](https://scholar4ai.com/datasets/china-health-and-nutrition-survey-chns.md) | Dataset | 14 | 20.9 |
| [World Development Indicators (World Bank)](https://scholar4ai.com/datasets/world-development-indicators-world-bank.md) | Dataset | 12 | 4.2 |
| [GTAP](https://scholar4ai.com/datasets/gtap.md) | Dataset | 11 | 34.5 |
| [Penn World Table](https://scholar4ai.com/datasets/penn-world-table.md) | Dataset | 11 | 18.6 |
| [CEPII BACI](https://scholar4ai.com/datasets/cepii-baci.md) | Dataset | 10 | 19.3 |
| [OECD statistics](https://scholar4ai.com/datasets/oecd-statistics.md) | Dataset | 8 | 7.6 |
| [Bureau of Economic Analysis](https://scholar4ai.com/datasets/bureau-of-economic-analysis.md) | Dataset | 7 | 11.5 |
| [UN Comtrade](https://scholar4ai.com/datasets/un-comtrade.md) | Dataset | 7 | 17.5 |
| [International Energy Agency (IEA)](https://scholar4ai.com/datasets/international-energy-agency-iea.md) | Dataset | 6 | 2.1 |

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

## Papers

*Papers mentioning World Input-Output Database (WIOD) in the last 30 days, newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-12 | [Technological change and labor income share in China: Evidence from skill complementarity and industry-level transmission](https://doi.org/10.1016/j.econmod.2026.107893) | [Economic Modelling](https://scholar4ai.com/journals/economic-modelling.md) | 思斯 皮, 涵 崔 | Capital University of Economics and Business |
| 2026-10-07 | [Growth accounting with time-varying input intensities](https://doi.org/10.1016/j.econmod.2026.107876) | [Economic Modelling](https://scholar4ai.com/journals/economic-modelling.md) | Komla Avoumatsodo, Isambert Leunga Noukwe | University of Northern British Columbia; Université de Sherbrooke |

## Cite this page

Scholar4AI. (2026). World Input-Output Database (WIOD). Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/world-input-output-database-wiod

```bibtex
@misc{scholar4ai-datasets-world-input-output-database-wiod,
  author = {{Scholar4AI}},
  title = {World Input-Output Database (WIOD)},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/world-input-output-database-wiod}},
  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/).