Papers on “spillover effects”
Research on “spillover effects” in the 480 tracked journals: papers per year and category, the journals, institutions and countries publishing it, the keywords studied with it and its most-cited papers. It is not among the most frequent keywords of the last 30 days, so this page has no list of its latest papers. Also as Markdown.
← Top research keywords · Keyword trends
Key findings#
- From 2017 to 2026 (so far), the keyword “spillover effects” appeared in 1,960 papers in the tracked journals, most of them in economics (1,001), finance (548) and management (120).
- 312 of them were published in 2025, against 95 in 2017.
- Since 2023, the institutions with the most of these papers were Peking University (27), Central University of Finance and Economics (23) and Southwestern University of Finance and Economics (21).
- The journals publishing most of them were Energy Economics (79), Finance research letters (74) and International Review of Economics & Finance (52).
- The most-cited of them is “Heterogeneous green innovations and carbon emission performance: Evidence at China's city level” (Energy Economics, 2021), with 873 citations.
Papers per year#
20172026 (so far)
| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---|---|---|---|---|---|---|---|---|---|
| Economics | 70 | 68 | 85 | 70 | 100 | 113 | 117 | 134 | 143 | 101 |
| Finance | 12 | 18 | 27 | 44 | 37 | 52 | 64 | 108 | 106 | 80 |
| Management | 7 | 1 | 6 | 8 | 17 | 16 | 15 | 19 | 11 | 20 |
| Operations Research | 2 | 3 | 5 | 9 | 9 | 12 | 12 | 15 | 19 | 15 |
| Health Economics and Policy | 4 | 6 | 8 | 8 | 5 | 7 | 7 | 3 | 8 | 6 |
| Tourism and Hospitality | 0 | 2 | 4 | 2 | 7 | 2 | 4 | 2 | 6 | 3 |
| Marketing | 0 | 1 | 4 | 4 | 5 | 0 | 1 | 4 | 4 | 5 |
| Accounting | 0 | 0 | 1 | 3 | 1 | 4 | 2 | 4 | 7 | 3 |
| Information Systems | 0 | 0 | 1 | 3 | 4 | 3 | 4 | 2 | 5 | 2 |
| Statistics | 0 | 0 | 0 | 0 | 3 | 1 | 1 | 0 | 2 | 0 |
| Higher Education and Research | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 3 | 1 | 0 |
| AI | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 2 |
| All categories | 95 | 99 | 142 | 152 | 190 | 210 | 228 | 295 | 312 | 237 |
Where the papers come from#
| # | Journal | Papers |
|---|---|---|
| 1 | Energy Economics | 79 |
| 2 | Finance research letters | 74 |
| 3 | International Review of Economics & Finance | 52 |
| 4 | International Review of Financial Analysis | 45 |
| 5 | Economic Analysis and Policy | 40 |
| 6 | Resources Policy | 34 |
| 7 | Research in International Business and Finance | 24 |
| 8 | The North American Journal of Economics and Finance | 24 |
| 9 | Economic Modelling | 19 |
| 10 | Journal of Development Economics | 16 |
| # | Institution | Papers |
|---|---|---|
| 1 | Peking University | 27 |
| 2 | Central University of Finance and Economics | 23 |
| 3 | Southwestern University of Finance and Economics | 21 |
| 4 | Pusan National University | 20 |
| 5 | Renmin University of China | 19 |
| 6 | Xiamen University | 19 |
| 7 | Hunan University | 18 |
| 8 | Lebanese American University | 18 |
| 9 | Shanghai University of Finance and Economics | 17 |
| 10 | Sultan Qaboos University | 17 |
| # | Country | Papers |
|---|---|---|
| 1 | China | 530 |
| 2 | United States | 183 |
| 3 | United Kingdom | 84 |
| 4 | Germany | 61 |
| 5 | Italy | 60 |
| 6 | France | 49 |
| 7 | South Korea | 47 |
| 8 | Australia | 43 |
| 9 | Saudi Arabia | 28 |
| 10 | Spain | 27 |
| # | Keyword | Papers |
|---|---|---|
| 1 | China | 122 |
| 2 | COVID-19 pandemic | 109 |
| 3 | Russian invasion of Ukraine | 54 |
| 4 | geopolitical risk | 40 |
| 5 | portfolio diversification | 39 |
| 6 | Chinese listed companies | 38 |
| 7 | green bonds | 36 |
| 8 | green innovation | 36 |
| 9 | economic policy uncertainty | 34 |
Most-cited papers#
| # | Citations | Per month | Title | Journal | Published | Authors |
|---|---|---|---|---|---|---|
| 1 | 873 | 13.2 | Heterogeneous green innovations and carbon emission performance: Evidence at China's city level | Energy Economics | 2021-04-28 | Le Emily Xu, Meiting Fan, Lili Yang et al. |
| 2 | 751 | 8.3 | The way to induce private participation in green finance and investment | Finance research letters | 2019-04-08 | Farhad Taghizadeh Hesary, Naoyuki Yoshino |
| 3 | 630 | 7.4 | Economic policy uncertainty: A literature review | The Journal of Economic Asymmetries | 2019-09-23 | Saud Asaad Althaqeb, Barrak Ghanim Algharabali |
| 4 | 626 | 9.7 | Real effects of climate policy: Financial constraints and spillovers | Journal of Financial Economics | 2021-06-23 | Söhnke M. Bartram, Kewei Hou, Sehoon Kim |
| 5 | 605 | 8.7 | Low-carbon city pilot and carbon emission efficiency: Quasi-experimental evidence from China | Energy Economics | 2021-01-27 | Yantuan Yu, Ning Zhang |
Cite this page
Scholar4AI. (2026). Papers on “spillover effects”. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/keywords/spillover-effects
@misc{scholar4ai-keywords-spillover-effects,
author = {{Scholar4AI}},
title = {Papers on “spillover effects”},
year = {2026},
howpublished = {\url{https://scholar4ai.com/keywords/spillover-effects}},
urldate = {2026-11-03},
note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}