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Economics and Finance
China
2026

D-Index & Metrics

Economics and Finance

D-Index
80
Citations
21876
World Ranking
279
National Ranking
7

Malin Song publication distribution in Economics and Finance in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Economics and Finance in 2026. The highlighted bar marks where Malin Song sits on this spectrum.

42–46 publications: 1 scientists 47–51 publications: 12 scientists 52–56 publications: 7 scientists 57–61 publications: 23 scientists 62–66 publications: 32 scientists 67–71 publications: 36 scientists 72–76 publications: 56 scientists 77–81 publications: 57 scientists 82–86 publications: 70 scientists 87–91 publications: 86 scientists 92–96 publications: 72 scientists 97–101 publications: 106 scientists 102–106 publications: 97 scientists 107–111 publications: 96 scientists 112–116 publications: 101 scientists 117–121 publications: 103 scientists 122–126 publications: 102 scientists 127–131 publications: 108 scientists 132–136 publications: 107 scientists 137–141 publications: 111 scientists 142–146 publications: 94 scientists 147–151 publications: 96 scientists 152–156 publications: 100 scientists 157–161 publications: 74 scientists 162–166 publications: 68 scientists 167–171 publications: 91 scientists 172–176 publications: 76 scientists 177–181 publications: 75 scientists 182–186 publications: 61 scientists 187–191 publications: 66 scientists 192–196 publications: 68 scientists 197–201 publications: 71 scientists 202–206 publications: 60 scientists 207–211 publications: 56 scientists 212–216 publications: 44 scientists 217–221 publications: 51 scientists 222–226 publications: 65 scientists 227–231 publications: 48 scientists 232–236 publications: 59 scientists 237–241 publications: 37 scientists 242–246 publications: 37 scientists 247–251 publications: 41 scientists 252–256 publications: 43 scientists 257–261 publications: 33 scientists 262–266 publications: 34 scientists 267–271 publications: 39 scientists 272–276 publications: 25 scientists 277–281 publications: 29 scientists 282–286 publications: 29 scientists 287–291 publications: 26 scientists 292–296 publications: 31 scientists 297–301 publications: 31 scientists 302–306 publications: 24 scientists 307–311 publications: 28 scientists 312–316 publications: 24 scientists 317–321 publications: 13 scientists 322–326 publications: 14 scientists 327–331 publications: 25 scientists 332–336 publications: 18 scientists 337–341 publications: 16 scientists 342–346 publications: 18 scientists 347–351 publications: 15 scientists 352–356 publications: 17 scientists 357–361 publications: 19 scientists 362–366 publications: 16 scientists 367–371 publications: 17 scientists 372–376 publications: 7 scientists 377–381 publications: 18 scientists 382–386 publications: 13 scientists 387–391 publications: 19 scientists 392–396 publications: 9 scientists 397–401 publications: 10 scientists 402–406 publications: 13 scientists 407–411 publications: 13 scientists 412–416 publications: 5 scientists 417–421 publications: 10 scientists 422–426 publications: 6 scientists 427–431 publications: 12 scientists 432–436 publications: 9 scientists 437–441 publications: 9 scientists 442–446 publications: 10 scientists 447–451 publications: 12 scientists 452–456 publications: 8 scientists 457–461 publications: 4 scientists 462–466 publications: 7 scientists 467–471 publications: 4 scientists 472–476 publications: 5 scientists 477–481 publications: 6 scientists 482–486 publications: 7 scientists 487–491 publications: 8 scientists 492–496 publications: 5 scientists 497–501 publications: 4 scientists 502–506 publications: 4 scientists 507–511 publications: 5 scientists 512–516 publications: 7 scientists 517–520 publications: 7 scientists 521+ publications: 99 scientists
42 publications 521+

This scientist: 253 publications — 76th percentile

76% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 521 publications or more.

Malin Song D-index placement in Economics and Finance in 2026

The chart shows the D-index (discipline H-index) distribution of Economics and Finance scientists ranked by Research.com in 2026. The highlighted bar marks where Malin Song sits on this spectrum.

30 D-Index: 126 scientists 31 D-Index: 147 scientists 32 D-Index: 157 scientists 33 D-Index: 178 scientists 34 D-Index: 171 scientists 35 D-Index: 141 scientists 36 D-Index: 132 scientists 37 D-Index: 129 scientists 38 D-Index: 130 scientists 39 D-Index: 120 scientists 40 D-Index: 117 scientists 41 D-Index: 113 scientists 42 D-Index: 114 scientists 43 D-Index: 97 scientists 44 D-Index: 115 scientists 45 D-Index: 86 scientists 46 D-Index: 78 scientists 47 D-Index: 83 scientists 48 D-Index: 62 scientists 49 D-Index: 74 scientists 50 D-Index: 50 scientists 51 D-Index: 66 scientists 52 D-Index: 69 scientists 53 D-Index: 55 scientists 54 D-Index: 67 scientists 55 D-Index: 61 scientists 56 D-Index: 62 scientists 57 D-Index: 45 scientists 58 D-Index: 34 scientists 59 D-Index: 47 scientists 60 D-Index: 46 scientists 61 D-Index: 36 scientists 62 D-Index: 37 scientists 63 D-Index: 56 scientists 64 D-Index: 50 scientists 65 D-Index: 32 scientists 66 D-Index: 28 scientists 67 D-Index: 30 scientists 68 D-Index: 24 scientists 69 D-Index: 25 scientists 70 D-Index: 22 scientists 71 D-Index: 21 scientists 72 D-Index: 26 scientists 73 D-Index: 24 scientists 74 D-Index: 23 scientists 75 D-Index: 12 scientists 76 D-Index: 14 scientists 77 D-Index: 15 scientists 78 D-Index: 15 scientists 79 D-Index: 17 scientists 80 D-Index: 17 scientists 81 D-Index: 11 scientists 82 D-Index: 10 scientists 83 D-Index: 16 scientists 84 D-Index: 11 scientists 85 D-Index: 5 scientists 86 D-Index: 9 scientists 87 D-Index: 13 scientists 88 D-Index: 9 scientists 89 D-Index: 7 scientists 90 D-Index: 6 scientists 91 D-Index: 4 scientists 92 D-Index: 8 scientists 93 D-Index: 10 scientists 94 D-Index: 11 scientists 95 D-Index: 6 scientists 96 D-Index: 4 scientists 97 D-Index: 4 scientists 98 D-Index: 6 scientists 99 D-Index: 6 scientists 100 D-Index: 8 scientists 101+ D-Index: 100 scientists
30 D-Index 101+

This scientist: 80 D-Index — 93rd percentile

93% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 101 D-Index or more.

Research.com Recognitions

  • 2026 - Research.com Economics and Finance in China Leader Award
  • 2025 - Research.com Economics and Finance in China Leader Award
  • 2024 - Research.com Economics and Finance in China Leader Award
  • 2022 - Research.com Economics and Finance in China Leader Award

Overview

Malin Song is affiliated with Anhui University of Finance and Economics in China. Their research primarily focuses on the intersection of economics, environmental science, and sustainable development, with extensive work in areas that connect energy, environmental impact, and economic growth.

Their main fields of study include Economics, Econometrics and Finance, as well as Environmental Science. Within these fields, Song's subfields of study feature Economics and Econometrics, Renewable Energy, Sustainability and the Environment, Environmental Engineering, Strategy and Management, and Global and Planetary Change.

Song's research topics cover a diverse range related to sustainability and economic-environmental interactions. These include:

  • Energy, Environment, Economic Growth
  • Environmental Impact and Sustainability
  • Energy, Environment, and Transportation Policies
  • Climate Change Policy and Economics
  • Sustainable Supply Chain Management
  • Environmental Sustainability in Business
  • Land Use and Ecosystem Services

Malin Song has contributed to several recent papers in prominent academic journals. Notable publications include:

  • Does economic growth stimulate energy consumption? The role of human capital and R&D expenditures in China, 2021, Energy Economics
  • Green innovations for sustainable development of China: Analysis based on the nested spatial panel models, 2021, Technology in Society
  • Impact of sulfur dioxide emissions trading pilot scheme on pollution emissions intensity: A study based on the synthetic control method, 2021, Energy Policy
  • Evaluating energy economic security and its influencing factors in China, 2021, Energy
  • Ecological compensation in air pollution governance: China's efforts, challenges, and potential solutions, 2021, International Review of Financial Analysis

Song frequently publishes in several journals specializing in energy and policy issues. Their most common publication venues include:

  • Energy Economics
  • Energy Policy
  • Energy
  • Resources Policy
  • Journal of Cleaner Production

The research collaborations of Malin Song involve a number of coauthors with repeated partnerships. Frequent coauthors include Zhiyang Shen, Xueli Chen, Jiandong Chen, Weiliang Tao, and Shimei Weng.

Best Publications

  • Challenges toward carbon neutrality in China: Strategies and countermeasures

    Xin Zhao;Xiaowei Ma;Boyang Chen;Yuping Shang

  • Chinese CO2 emission flows have reversed since the global financial crisis

    Zhifu Mi;Zhifu Mi;Jing Meng;Dabo Guan;Yuli Shan

  • Public-private partnerships investment in energy as new determinant of CO2 emissions: The role of technological innovations in China

    Muhammad Shahbaz;Chandrashekar Raghutla;Malin Song;Hashim Zameer

  • Environmental efficiency evaluation based on data envelopment analysis: A review

    Malin Song;Qingxian An;Wei Zhang;Zeya Wang

  • The impact of low-carbon city construction on ecological efficiency: Empirical evidence from quasi-natural experiments

    Malin Song;Xin Zhao;Yuping Shang

  • Could environmental regulation and R&D tax incentives affect green product innovation?

    Malin Song;Shuhong Wang;Hongyan Zhang

  • Green technology progress and total factor productivity of resource-based enterprises: A perspective of technical compensation of environmental regulation

    Malin Song;Licheng Peng;Yuping Shang;Xin Zhao

  • Decomposition and decoupling analysis of CO2 emissions in OECD

    Jiandong Chen;Ping Wang;Lianbiao Cui;Shuo Huang

  • Regional determinants of China's consumption-based emissions in the economic transition

    Heran Zheng;Zengkai Zhang;Wendong Wei;Malin Song

  • Impact of green credit on high-efficiency utilization of energy in China considering environmental constraints

    Malin Song;Qianjiao Xie;Zhiyang Shen

  • Environmental performance evaluation with big data: Theories and methods

    Ma-Lin Song;Ron Fisher;Jian-Lin Wang;Lian-Biao Cui

  • Technological challenges of green innovation and sustainable resource management with large scale data

    Malin Song;Ron Fisher;Yusen Kwoh

  • Impact of fiscal decentralization on green total factor productivity

    Malin Song;Juntao Du;Kim Hua Tan

  • Environmental efficiency and economic growth of China: A Ray slack-based model analysis

    Malin Song;Jun Peng;Jianlin Wang;Jiajia Zhao

  • Bootstrap-DEA analysis of BRICS' energy efficiency based on small sample data

    Ma-Lin Song;Lin-Ling Zhang;Wei Liu;Ron James Fisher

  • The evolution of renewable energy and its impact on carbon reduction in China

    Huanyu Zheng;Malin Song;Zhiyang Shen

  • Global value chains, technological progress, and environmental pollution: Inequality towards developing countries.

    Shuhong Wang;Yuqing He;Malin Song

  • Water resources utilization efficiency and influence factors under environmental restrictions

    Malin Song;Rui Wang;Xiaoqian Zeng

  • Effects of technological changes on China's carbon emissions

    Jiandong Chen;Ming Gao;Sachin Kumar Mangla;Malin Song

  • Environmental regulations, staff quality, green technology, R&D efficiency, and profit in manufacturing

    Malin Song;Shuhong Wang;Jing Sun

  • Macroeconomic uncertainty, high-level innovation, and urban green development performance in China

    Peizhen Jin;Chong Peng;Malin Song

  • Low-carbon production with low-carbon premium in cap-and-trade regulation

    Shaofu Du;Wenzhi Tang;Malin Song

  • Driving factors of CO2 emissions and inequality characteristics in China: A combined decomposition approach

    Jiandong Chen;Chong Xu;Lianbiao Cui;Shuo Huang

  • Technological innovation and structural change for economic development in China as an emerging market

    Xiaoxiao Zhou;Ziming Cai;Kim Hua Tan;Linling Zhang

Frequent Co-Authors

Muhammad Shahbaz
Muhammad Shahbaz Beijing Institute of Technology
Jie Wu
Jie Wu University of Science and Technology of China
Dabo Guan
Dabo Guan Tsinghua University
Yuli Shan
Yuli Shan University of Birmingham
Jing Meng
Jing Meng University College London
Zhifu Mi
Zhifu Mi University College London
Sachin Kumar Mangla
Sachin Kumar Mangla O. P. Jindal Global University
Heran Zheng
Heran Zheng University College London
Gengyuan Liu
Gengyuan Liu Beijing Normal University
Donald Huisingh
Donald Huisingh University of Tennessee at Knoxville

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