---
title: "WITS / TRAINS tariff data: research papers using this data"
description: "From Nov 2023 to Oct 2026, 677 archived papers mentioned WITS / TRAINS tariff data in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Sep 2026 (32)."
url: https://scholar4ai.com/datasets/wits-trains-tariff-data
markdown_url: https://scholar4ai.com/datasets/wits-trains-tariff-data.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 677 archived papers mentioned WITS / TRAINS tariff data in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Sep 2026 (32). (as of 2026-11-04)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-04T18:03:26+09:00
window: 2026-10-06 to 2026-11-04
source: OpenAlex (CC0)
---

# WITS / TRAINS tariff data

[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
- 1 paper in the last 7 days
- Names searched for: World Integrated Trade Solution, WITS, UNCTAD TRAINS, TRAINS

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, 677 archived papers mentioned WITS / TRAINS tariff data in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Sep 2026 (32).
- WITS / TRAINS tariff data was mentioned in 15 papers in the last 30 days (2026-10-06 to 2026-11-04), ranking #11 of the 255 datasets mentioned.
- By journal category: Economics (6), Health Economics and Policy (4), Management (2), Marketing (1), Statistics (1) and Higher Education and Research (1).
- Most of them appeared in Ecological Economics (3), PharmacoEconomics - Open (2) and The European Journal of Health Economics (1).
- From 2017 to 2026 (so far), WITS / TRAINS tariff data was mentioned in 693 papers in the tracked journals, most of them in economics (195), management (104) and health economics and policy (103).
- 202 of them were published in 2025, against 0 in 2017.
- Since 2023, the institutions with the most of these papers were Erasmus University Rotterdam (30), University College London (14) and London School of Economics and Political Science (12).
- The journals publishing most of them were Higher Education (26), Ecological Economics (26) and The European Journal of Health Economics (24).
- The most-cited of them is “Vision-Language Models for Vision Tasks: A Survey” (IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024), with 998 citations.
- Papers use WITS / TRAINS tariff data most often with Eurostat (39), World Development Indicators (World Bank) (39) and Twitter / X (27); it has 78 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 |
|---|---:|---:|---:|---:|
|  | 228 | 211 | 238 | 677 |

## 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) | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 67 | 44 | 74 |
| [Management](https://scholar4ai.com/categories/management.md) | 0 | 0 | 0 | 0 | 0 | 1 | 11 | 39 | 29 | 24 |
| [Health Economics and Policy](https://scholar4ai.com/categories/health-economics-and-policy.md) | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 40 | 31 | 20 |
| [AI](https://scholar4ai.com/categories/ai.md) | 0 | 0 | 0 | 0 | 0 | 1 | 6 | 22 | 28 | 23 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 16 | 27 | 20 |
| [Higher Education and Research](https://scholar4ai.com/categories/higher-education-and-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 16 | 15 | 21 |
| [Finance](https://scholar4ai.com/categories/finance.md) | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 7 | 8 | 10 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 6 | 10 | 3 |
| [Marketing](https://scholar4ai.com/categories/marketing.md) | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 3 | 5 | 4 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 5 | 2 | 1 |
| [Tourism and Hospitality](https://scholar4ai.com/categories/tourism-and-hospitality.md) | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 3 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 4 |
| All categories | 0 | 0 | 0 | 0 | 0 | 2 | 59 | 223 | 202 | 207 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Higher Education](https://scholar4ai.com/journals/higher-education.md) | 26 |
| 2 | [Ecological Economics](https://scholar4ai.com/journals/ecological-economics.md) | 26 |
| 3 | [The European Journal of Health Economics](https://scholar4ai.com/journals/the-european-journal-of-health-economics.md) | 24 |
| 4 | [Health Research Policy and Systems](https://scholar4ai.com/journals/health-research-policy-and-systems.md) | 24 |
| 5 | [The Journal of Technology Transfer](https://scholar4ai.com/journals/the-journal-of-technology-transfer.md) | 14 |
| 6 | [Journal of Business Ethics](https://scholar4ai.com/journals/journal-of-business-ethics.md) | 13 |
| 7 | [AI & Society](https://scholar4ai.com/journals/ai-society.md) | 13 |
| 8 | [Higher Education Policy](https://scholar4ai.com/journals/higher-education-policy.md) | 12 |
| 9 | [PharmacoEconomics](https://scholar4ai.com/journals/pharmacoeconomics.md) | 12 |
| 10 | [PharmacoEconomics - Open](https://scholar4ai.com/journals/pharmacoeconomics-open.md) | 12 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [Erasmus University Rotterdam](https://scholar4ai.com/institutions/erasmus-university-rotterdam.md) | 30 |
| 2 | [University College London](https://scholar4ai.com/institutions/university-college-london.md) | 14 |
| 3 | [London School of Economics and Political Science](https://scholar4ai.com/institutions/london-school-of-economics-and-political-science.md) | 12 |
| 4 | [Centre National de la Recherche Scientifique](https://scholar4ai.com/institutions/centre-national-de-la-recherche-scientifique.md) | 10 |
| 5 | [University of Glasgow](https://scholar4ai.com/institutions/university-of-glasgow.md) | 10 |
| 6 | [Vrije Universiteit Amsterdam](https://scholar4ai.com/institutions/vrije-universiteit-amsterdam.md) | 10 |
| 7 | [King's College London](https://scholar4ai.com/institutions/king-s-college-london.md) | 9 |
| 8 | [Lund University](https://scholar4ai.com/institutions/lund-university.md) | 9 |
| 9 | [Maastricht University](https://scholar4ai.com/institutions/maastricht-university.md) | 9 |
| 10 | [Politecnico di Milano](https://scholar4ai.com/institutions/politecnico-di-milano.md) | 9 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | United Kingdom | 153 |
| 2 | United States | 106 |
| 3 | Netherlands | 96 |
| 4 | Germany | 85 |
| 5 | Italy | 76 |
| 6 | Australia | 50 |
| 7 | China | 50 |
| 8 | France | 39 |
| 9 | Spain | 38 |
| 10 | Sweden | 33 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | [COVID-19 pandemic](https://scholar4ai.com/keywords/covid-19-pandemic.md) | 25 |
| 2 | university-industry collaboration | 17 |
| 3 | [quality-adjusted life years](https://scholar4ai.com/keywords/quality-adjusted-life-years.md) | 16 |
| 4 | [cost-effectiveness](https://scholar4ai.com/keywords/cost-effectiveness.md) | 13 |
| 5 | [willingness to pay](https://scholar4ai.com/keywords/willingness-to-pay.md) | 13 |
| 6 | internationalization of higher education | 11 |
| 7 | [gender differences](https://scholar4ai.com/keywords/gender-differences.md) | 10 |
| 8 | health system resilience | 10 |
| 9 | global value chains | 9 |
| 10 | [health-related quality of life](https://scholar4ai.com/keywords/health-related-quality-of-life.md) | 9 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 998 | 30.9 | [Vision-Language Models for Vision Tasks: A Survey](https://doi.org/10.1109/tpami.2024.3369699) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2024-02-26 | Jingyi Zhang, Jiaxing Huang, Sheng Jin et al. |
| 2 | 297 | 20.5 | [AI Agents vs. Agentic AI: A Conceptual taxonomy, applications and challenges](https://doi.org/10.1016/j.inffus.2025.103599) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 2025-08-22 | Ranjan Sapkota, Konstantinos I. Roumeliotis, Manoj Karkee |
| 3 | 212 | 6.9 | [Automatic speech recognition using advanced deep learning approaches: A survey](https://doi.org/10.1016/j.inffus.2024.102422) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 2024-04-15 | Hamza Kheddar, Mustapha Hemis, Yassine Himeur |
| 4 | 104 | 3.5 | [Interactive effects of AI awareness and change-oriented leadership on employee-AI collaboration: The role of approach and avoidance motivation](https://doi.org/10.1016/j.tourman.2024.104966) | [Tourism Management](https://scholar4ai.com/journals/tourism-management.md) | 2024-05-20 | Zihan Yin, Haiyan Kong, Yehuda Baruch et al. |
| 5 | 104 | 3.9 | [A proposed framework for crop yield prediction using hybrid feature selection approach and optimized machine learning](https://doi.org/10.1007/s00521-024-10226-x) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 2024-08-16 | Mahmoud Abdel-Salam, Neeraj Kumar, Shubham Mahajan |

## Used together with

Papers use WITS / TRAINS tariff data most often with Eurostat (39), World Development Indicators (World Bank) (39) and Twitter / X (27); it has 78 partners in the code and data network, in the group around World Development…, Eurostat, International Energy….

*What papers use WITS / TRAINS tariff data together with (at least 3 papers; lift 1 = chance)*

| Used with | Type | Papers using both | Lift |
|---|---|---:|---:|
| [Eurostat](https://scholar4ai.com/datasets/eurostat.md) | Dataset | 39 | 1.9 |
| [World Development Indicators (World Bank)](https://scholar4ai.com/datasets/world-development-indicators-world-bank.md) | Dataset | 39 | 2.9 |
| [Twitter / X](https://scholar4ai.com/datasets/twitter-x.md) | Dataset | 27 | 0.4 |
| [Facebook](https://scholar4ai.com/datasets/facebook.md) | Dataset | 26 | 0.6 |
| [International Energy Agency (IEA)](https://scholar4ai.com/datasets/international-energy-agency-iea.md) | Dataset | 26 | 1.9 |
| [Global Burden of Disease](https://scholar4ai.com/datasets/global-burden-of-disease.md) | Dataset | 23 | 3.1 |
| [ImageNet](https://scholar4ai.com/datasets/imagenet.md) | Dataset | 21 | 0.6 |
| [UN Comtrade](https://scholar4ai.com/datasets/un-comtrade.md) | Dataset | 20 | 10.4 |
| [Wikipedia](https://scholar4ai.com/datasets/wikipedia.md) | Dataset | 20 | 1.4 |
| [YouTube / TikTok](https://scholar4ai.com/datasets/youtube-tiktok.md) | Dataset | 18 | 0.7 |
| [CEPII BACI](https://scholar4ai.com/datasets/cepii-baci.md) | Dataset | 13 | 5.2 |
| [OECD statistics](https://scholar4ai.com/datasets/oecd-statistics.md) | Dataset | 13 | 2.6 |

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

## Papers

*Papers mentioning WITS / TRAINS tariff data in the last 30 days, newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-29 | [A consistency criterion for EQ-5D-5L bolt-on valuation](https://doi.org/10.1007/s10198-026-02009-z) | [The European Journal of Health Economics](https://scholar4ai.com/journals/the-european-journal-of-health-economics.md) | Michał Jakubczyk, Fanni Rencz, Kim Rand | SGH Warsaw School of Economics; Corvinus University of Budapest; EuroQol Research Foundation; … |
| 2026-10-27 | [Initiating Patients on Peritoneal Dialysis Compared with In-Centre Haemodialysis in the United Kingdom: A Cost-Utility and Budget Impact Analysis](https://doi.org/10.1007/s41669-026-00692-5) | [PharmacoEconomics - Open](https://scholar4ai.com/journals/pharmacoeconomics-open.md) | Tara Danying Li, C. Rinciog, Araadhna Sinha et al. | University of Sheffield; Keele University; Nottingham University Hospitals NHS Trust |
| 2026-10-26 | [Quality-Adjusted and Disability-Adjusted Life Years (QALYs and DALYs): An Overview and Guide to Calculations](https://doi.org/10.1007/s41669-026-00678-3) | [PharmacoEconomics - Open](https://scholar4ai.com/journals/pharmacoeconomics-open.md) | Hugo Turner, Brandon Wen Bing Chua, Panupong Chaowanasawat et al. | Imperial College London; Health Intervention and Technology Assessment Program; The University of Queensland; … |
| 2026-10-24 | [Too much of a good thing? Knowledge transfer and scientists’ job satisfaction](https://doi.org/10.1007/s10961-026-10400-4) | [The Journal of Technology Transfer](https://scholar4ai.com/journals/the-journal-of-technology-transfer.md) | Christian Schröder, Ann-Christin Grözinger, Arndt Werner et al. | University of Siegen; University of Göttingen; ZHAW Zurich University of Applied Sciences |
| 2026-10-23 | [The paradox of standardization: A game-theoretic analysis of EV charging station compatibility policy](https://doi.org/10.1016/j.enpol.2026.115667) | [Energy Policy](https://scholar4ai.com/journals/energy-policy.md) | Mingqing Ma, Lei Chen, Chaocheng Gu | Nanjing University of Finance and Economics; Jinan University |
| 2026-10-23 | [Foreign knowledge spillovers and new product development speed in boundary-spanning teams: A sufficiency–necessity perspective on digital interoperability and collaborative conflict resolution capabilities](https://doi.org/10.1016/j.indmarman.2026.10.006) | [Industrial Marketing Management](https://scholar4ai.com/journals/industrial-marketing-management.md) | Charles Baah, Yaw Agyabeng‐Mensah, Ebenezer Afum et al. | Charles Darwin University; Macquarie University; University of Bristol; … |
| 2026-10-21 | [Social comparison and well-being in Macau: the mediating roles of income inequality acceptance, generalized trust, and control perceptions](https://doi.org/10.1007/s12232-026-00557-7) | [International Review of Economics](https://scholar4ai.com/journals/international-review-of-economics.md) | Jiansong Zheng | Hong Kong Polytechnic University |
| 2026-10-20 | [R-estimation with right-censored data](https://doi.org/10.1007/s10985-026-09733-x) | [Lifetime Data Analysis](https://scholar4ai.com/journals/lifetime-data-analysis.md) | Glen A. Satten, Mo Li, Ni Zhao et al. | Emory University; University of Louisiana at Lafayette; Johns Hopkins University; … |
| 2026-10-15 | [The health and care workforce in Europe’s emerging health security architecture: A comparative assessment of seven EU countries](https://doi.org/10.1016/j.healthpol.2026.105802) | [Health Policy](https://scholar4ai.com/journals/health-policy.md) | Ellen Kuhlmann, Michelle Falkenbach, Gabriela Lotta et al. | Goethe University Frankfurt; Universidade Nova de Lisboa; European Observatory on Health Systems and Policies; … |
| 2026-10-14 | [Everyday geopolitical governance: perspectives of faculty and chinese doctoral students in U.S. higher education](https://doi.org/10.1007/s10734-026-01792-1) | [Higher Education](https://scholar4ai.com/journals/higher-education.md) | Futao Huang | Hiroshima University; Research Institute for Higher Education, Hiroshima University |
| 2026-10-13 | [Shared value vs plural values. Contesting renewable energy projects of the Enel Group](https://doi.org/10.1016/j.ecolecon.2026.109268) | [Ecological Economics](https://scholar4ai.com/journals/ecological-economics.md) | Daniela Del Bene, Roberto Cantoni, Antonio Bontempi et al. | Universitat Autònoma de Barcelona; Institut Químic de Sarrià; Universitat Ramon Llull; … |
| 2026-10-09 | [An agenda for plastics crisis research in the synthetic age](https://doi.org/10.1016/j.ecolecon.2026.109264) | [Ecological Economics](https://scholar4ai.com/journals/ecological-economics.md) | Borja Nogué-Algueró, Richard York, Stefano B. Longo et al. | University of Gothenburg; University of Oregon; Lund University; … |
| 2026-10-07 | [Supply chain security and global dependencies in the trade of phosphorus-related products](https://doi.org/10.1016/j.resourpol.2026.106064) | [Resources Policy](https://scholar4ai.com/journals/resources-policy.md) | Peter Hirner, Matthias Raddant, Johann Fellner | TU Wien; The University of Tokyo; Keio University; … |
| 2026-10-07 | [Is Europe a laggard? Comparing the EU and the US using an interdisciplinary well-being framework](https://doi.org/10.1016/j.ecolecon.2026.109238) | [Ecological Economics](https://scholar4ai.com/journals/ecological-economics.md) | Annegeke Jansen, Ranran Wang, Jan-emmanuel De Neve A et al. | Leiden University; University of Oxford; State Key Laboratory of Pollution Control and Resource Reuse; … |
| 2026-10-06 | [Artificial intelligence at the intersection of innovation and marketing: A conceptual model and research propositions](https://doi.org/10.1016/j.technovation.2026.103735) | [Technovation](https://scholar4ai.com/journals/technovation.md) | Jaihyun Jeon, K. Sivakumar, Gerard A. Athaide et al. | Bryant University; Lehigh University; Loyola University Maryland; … |

## Cite this page

Scholar4AI. (2026). WITS / TRAINS tariff data. Journal and Conference Research Rankings. Retrieved November 4, 2026, from https://scholar4ai.com/datasets/wits-trains-tariff-data

```bibtex
@misc{scholar4ai-datasets-wits-trains-tariff-data,
  author = {{Scholar4AI}},
  title = {WITS / TRAINS tariff data},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/wits-trains-tariff-data}},
  urldate = {2026-11-04},
  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/).