World's Best Scientists 2026 revealed!
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Tsangyao Chang

Tsangyao Chang

Feng Chia University
Taiwan

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Economics and Finance
Taiwan
2026

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Economics and Finance 48 1515 1353 3 3 360 9344

Tsangyao Chang publications per year

The chart shows the history of publications by Tsangyao Chang between 1994 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Tsangyao Chang published across 32 years, from 1994 to 2025, averaging 11.7 papers a year. Output peaked at 31 publications in 2016. 32 of the 375 publications appeared in the last two years.

No. of publications
10 20 30
Bar chart. Horizontal axis: year, 1994 to 2025. Vertical axis: number of publications, 0 to 31. Peak 31 publications in 2016. 1994: 2 publications 1995: 1 publication 1996: 2 publications 1997: 0 publications 1998: 0 publications 1999: 0 publications 2000: 2 publications 2001: 6 publications 2002: 7 publications 2003: 1 publication 2004: 3 publications 2005: 5 publications 2006: 8 publications 2007: 7 publications 2008: 6 publications 2009: 3 publications 2010: 12 publications 2011: 18 publications 2012: 27 publications 2013: 30 publications 2014: 27 publications 2015: 25 publications 2016: 31 publications 2017: 23 publications 2018: 17 publications 2019: 9 publications 2020: 10 publications 2021: 12 publications 2022: 26 publications 2023: 23 publications 2024: 22 publications 2025: 10 publications
1994 2025

375 publications in total across all disciplines

View publications per year as a table
Tsangyao Chang: publications per year, 1994 to 2025
Year Publications
1994 2
1995 1
1996 2
1997 0
1998 0
1999 0
2000 2
2001 6
2002 7
2003 1
2004 3
2005 5
2006 8
2007 7
2008 6
2009 3
2010 12
2011 18
2012 27
2013 30
2014 27
2015 25
2016 31
2017 23
2018 17
2019 9
2020 10
2021 12
2022 26
2023 23
2024 22
2025 10
Total 375
Download as CSV

Tsangyao Chang 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 Tsangyao Chang sits on this spectrum.

No. of scientists
25 50 75 100
Bar chart with 97 bars. Horizontal axis: publications, 42–46 to 521+. Vertical axis: number of scientists, 0 to 111. Most scientists, 111, have 137–141 publications. The last bar groups every scientist with 521 publications or more. The highlighted bar, 357–361 publications, is where this scientist sits. 42–46 publications: 1 scientist 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
42–46 publications 521+

This scientist: 360 publications — 90th percentile

90% of scientists in this discipline score the same or lower.

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

View publications distribution as a table
Number of Economics and Finance scientists by publication count, Research.com 2026 ranking edition. Based on 3,760 ranked scientists.
Publications Scientists This scientist
42–46 1
47–51 12
52–56 7
57–61 23
62–66 32
67–71 36
72–76 56
77–81 57
82–86 70
87–91 86
92–96 72
97–101 106
102–106 97
107–111 96
112–116 101
117–121 103
122–126 102
127–131 108
132–136 107
137–141 111
142–146 94
147–151 96
152–156 100
157–161 74
162–166 68
167–171 91
172–176 76
177–181 75
182–186 61
187–191 66
192–196 68
197–201 71
202–206 60
207–211 56
212–216 44
217–221 51
222–226 65
227–231 48
232–236 59
237–241 37
242–246 37
247–251 41
252–256 43
257–261 33
262–266 34
267–271 39
272–276 25
277–281 29
282–286 29
287–291 26
292–296 31
297–301 31
302–306 24
307–311 28
312–316 24
317–321 13
322–326 14
327–331 25
332–336 18
337–341 16
342–346 18
347–351 15
352–356 17
357–361 19 360
362–366 16
367–371 17
372–376 7
377–381 18
382–386 13
387–391 19
392–396 9
397–401 10
402–406 13
407–411 13
412–416 5
417–421 10
422–426 6
427–431 12
432–436 9
437–441 9
442–446 10
447–451 12
452–456 8
457–461 4
462–466 7
467–471 4
472–476 5
477–481 6
482–486 7
487–491 8
492–496 5
497–501 4
502–506 4
507–511 5
512–516 7
517–520 7
521+ 99
Download as CSV

Tsangyao Chang 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 Tsangyao Chang sits on this spectrum.

No. of scientists
50 100 150
Bar chart with 72 bars. Horizontal axis: D-Index, 30 to 101+. Vertical axis: number of scientists, 0 to 178. Most scientists, 178, have 33 D-Index. The last bar groups every scientist with 101 D-Index or more. The highlighted bar, 48 D-Index, is where this scientist sits. 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: 48 D-Index — 61st percentile

61% of scientists in this discipline score the same or lower.

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

View D-Index distribution as a table
Number of Economics and Finance scientists by D-index, Research.com 2026 ranking edition. Based on 3,760 ranked scientists.
D-Index Scientists This scientist
30 126
31 147
32 157
33 178
34 171
35 141
36 132
37 129
38 130
39 120
40 117
41 113
42 114
43 97
44 115
45 86
46 78
47 83
48 62 48
49 74
50 50
51 66
52 69
53 55
54 67
55 61
56 62
57 45
58 34
59 47
60 46
61 36
62 37
63 56
64 50
65 32
66 28
67 30
68 24
69 25
70 22
71 21
72 26
73 24
74 23
75 12
76 14
77 15
78 15
79 17
80 17
81 11
82 10
83 16
84 11
85 5
86 9
87 13
88 9
89 7
90 6
91 4
92 8
93 10
94 11
95 6
96 4
97 4
98 6
99 6
100 8
101+ 100
Download as CSV

Research.com Recognitions

  • 2026 - Research.com Economics and Finance in Taiwan Leader Award
  • 2025 - Research.com Economics and Finance in Taiwan Leader Award

Overview

Tsangyao Chang is affiliated with Feng Chia University in Taiwan and has a research portfolio primarily within the domain of Economics, Econometrics, and Finance. The body of work covers 152 publications in this broad field, with significant contributions to subfields such as Economics and Econometrics, Renewable Energy, Sustainability and the Environment, General Economics, Econometrics and Finance, Environmental Engineering, and Finance.

The scientist's research topics emphasize intersections between energy, environment, and economic factors. Key topics include Energy, Environment, Economic Growth; Market Dynamics and Volatility; Energy, Environment, and Transportation Policies; Environmental Impact and Sustainability; Monetary Policy and Economic Impact; Fiscal Policy and Economic Growth; and COVID-19 Pandemic Impacts.

Chang's recent papers demonstrate focused study on sustainable finance, environmental policy, and economic modeling. Notable works include:

  • Does digital finance promote the green innovation of China's listed companies? (2022, Energy Economics)
  • Do the benefits outweigh the disadvantages? Exploring the role of artificial intelligence in renewable energy (2024, Energy Economics)
  • The nexus of financial development and economic growth across major Asian economies: Evidence from bootstrap ARDL testing and machine learning approach (2020, Journal of Computational and Applied Mathematics)
  • Carbon trading market policies and corporate environmental performance in China (2022, Journal of Cleaner Production)
  • Macroeconomic outcomes of OPEC and non-OPEC oil supply shocks in the euro area (2022, Energy Economics)

The venues where Tsangyao Chang frequently publishes reflect a focus on applied economics and environmental research. Principal publication venues include Applied Economics Letters, The North American Journal of Economics and Finance, Environmental Science and Pollution Research, Applied Economics, and Resources Policy.

Collaboration appears to be a consistent part of Chang's research output. Frequent co-authors include Omid Ranjbar, Mei-Chih Wang (with two distinct author entries of collaboration counts), Chi-Wei Su, and Hao-Wen Chang.

Best Publications

  • Nexus between clean energy consumption, economic growth and CO2 emissions

    Unknown

  • The nexus of electricity consumption, economic growth and CO2 emissions in the BRICS countries

    Wendy N. Cowan;Tsangyao Chang;Roula Inglesi-Lotz;Rangan Gupta

  • Does digital finance promote the green innovation of China's listed companies?

    Unknown

  • The Causal Relationship Between Economic Policy Uncertainty and Stock Returns in China and India: Evidence from a Bootstrap Rolling Window Approach

    Xiao-lin Li;Mehmet Balcilar;Rangan Gupta;Tsangyao Chang

  • Renewable energy and growth: Evidence from heterogeneous panel of G7 countries using Granger causality

    Tsangyao Chang;Rangan Gupta;Roula Inglesi-Lotz;Beatrice Desiree Simo-Kengne

  • Financial development and economic growth: the case of Taiwan

    Tsangyao Chang;Steven B. Caudill

  • Energy consumption, employment, output, and temporal causality: evidence from Taiwan based on cointegration and error-correction modelling techniques

    Unknown

  • An econometric test of Wagner's law for six countries based on cointegration and error-correction modelling techniques

    Unknown

  • Does insurance activity promote economic growth? Further evidence based on bootstrap panel Granger causality test

    Tsangyao Chang;Chien-Chiang Lee;Chi-Hung Chang

  • Tax-and-spend, spend-and-tax, or fiscal synchronization: new evidence for ten countries

    Tsangyao Chang;Wen Rong Liu;Steven B. Caudill

  • Are stock prices related to the political uncertainty index in OECD countries? Evidence from the bootstrap panel causality test

    Tsangyao Chang;Wen Yi Chen;Rangan Gupta;Duc Khuong Nguyen

  • The co-movement and causality between the U.S. housing and stock markets in the time and frequency domains

    Xiao-Lin Li;Tsangyao Chang;Stephen M. Miller;Mehmet Balcilar;Mehmet Balcilar

  • Financial development and economic growth in Mainland China: a note on testing demand-following or supply-leading hypothesis

    Unknown

  • A re-examination of Wagner's law for ten countries based on cointegration and error-correction modelling techniques

    Tsangyao Chang;WenRong Liu;Steven B. Caudill

  • Are stock market returns related to the weather effects? Empirical evidence from Taiwan

    Unknown

  • Nuclear energy consumption, oil consumption and economic growth in G-6 countries: Bootstrap panel causality test

    Unknown

  • Military Spending and Economic Growth in the Middle East Countries: Bootstrap Panel Causality Test

    Unknown

  • Macroeconomic outcomes of OPEC and non-OPEC oil supply shocks in the euro area

    Unknown

  • Does debt affect firm value in Taiwan? A panel threshold regression analysis

    Unknown

  • The nexus of financial development and economic growth across major Asian economies: Evidence from bootstrap ARDL testing and machine learning approach

    Unknown

  • Revisiting purchasing power parity in African countries: panel stationary test with sharp and smooth breaks

    Mohsen Bahmani-Oskooee;Tsangyao Chang;Tsungpao Wu

  • Does Military Spending Really Matter for Economic Growth in China and G7 Countries: The Roles of Dependency and Heterogeneity

    Tsangyao Chang;Chien-Chiang Lee;Ken Hung;Kuo-Hao Lee

  • Cross-country evidence on the causal relationship between policy uncertainty and housing prices

    Ghassen El-Montasser;Ahdi N. Ajmi;Tsangyao Chang;Beatrice Desiree Simo-Kengne

  • Is gold an inflation-hedge? Evidence from an interrupted Markov-switching cointegration model

    Goodness Chioma Aye;Tsangyao Chang;Rangan Gupta

  • Causality between research output and economic growth in BRICS

    Roula Inglesi-Lotz;Tsangyao Chang;Rangan Gupta

  • Hydroelectricity consumption and economic growth nexus: Evidence from a panel of ten largest hydroelectricity consumers

    Nicholas Apergis;Tsangyao Chang;Rangan Gupta;Emmanuel Ziramba

  • Energy consumption and economic growth nexus in South Africa: Asymmetric frequency domain approach

    O. Ranjbar;T. Chang;E. Nel;R. Gupta

  • Asymmetric causality between military expenditures and economic growth in top six defense spenders

    Abdulnasser Hatemi-J;Tsangyao Chang;Wen-Yi Chen;Feng-Li Lin

  • Causal relationship between nuclear energy consumption and economic growth in G6 countries : evidence from panel Granger causality tests

    Tsangyao Chang;Fabrice Gatwabuyege;Rangan Gupta;Roula Inglesi-Lotz

  • The relationship between commodity markets and commodity mutual funds: A wavelet-based analysis

    Nikolaos Antonakakis;Nikolaos Antonakakis;Tsangyao Chang;Juncal Cunado;Rangan Gupta

  • Asymmetric causality using frequency domain and time-frequency domain (wavelet) approaches

    Mohsen Bahmani-Oskooee;Tsangyao Chang;Omid Ranjbar

  • Causal Relationship between Asset Prices and Output in the United States: Evidence from the State-Level Panel Granger Causality Test

    Furkan Emirmahmutoglu;Mehmet Bacilar;Nicholas Apergis;Beatrice D. Simo-Kengne

  • Testing for bubbles in the BRICS stock markets

    Tsangyao Chang;Luis Gil-Alana;Omid Ranjbar;Goodness Chioma Aye

Frequent Co-Authors

Rangan Gupta
Rangan Gupta University of Pretoria
Nicholas Apergis
Nicholas Apergis University of Piraeus
Nikolaos Antonakakis
Nikolaos Antonakakis University of Nicosia
Juncal Cunado
Juncal Cunado University of Navarra
Luis A. Gil-Alana
Luis A. Gil-Alana University of Navarra
Mohsen Bahmani-Oskooee
Mohsen Bahmani-Oskooee University of Wisconsin–Milwaukee
Chi-Wei Su
Chi-Wei Su Qingdao University

External Links

Personal website of Tsangyao Chang

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Best Scientists Citing Tsangyao Chang

Afees A. Salisu

Afees A. Salisu

University of Ibadan

Publications: 7

Mohsen Bahmani-Oskooee

Mohsen Bahmani-Oskooee

University of Wisconsin–Milwaukee

Publications: 6

Aviral Kumar Tiwari

Aviral Kumar Tiwari

Indian Institute of Management Bodh Gaya

Publications: 6

Muhammad Shahbaz

Muhammad Shahbaz

Beijing Institute of Technology

Publications: 6

Rangan Gupta

Rangan Gupta

University of Pretoria

Publications: 5

Chi-Wei Su

Chi-Wei Su

Qingdao University

Publications: 5

Syed Jawad Hussain Shahzad

Syed Jawad Hussain Shahzad

Montpellier Business School

Publications: 4

Luis A. Gil-Alana

Luis A. Gil-Alana

University of Navarra

Publications: 4

Shawkat Hammoudeh

Shawkat Hammoudeh

Drexel University

Publications: 3

Qiang Ji

Qiang Ji

Chinese Academy of Sciences

Publications: 3

Mark E. Wohar

Mark E. Wohar

University of Nebraska at Omaha

Publications: 3

Osvaldo A. Rosso

Osvaldo A. Rosso

National Scientific and Technical Research Council

Publications: 2

Juncal Cunado

Juncal Cunado

University of Navarra

Publications: 2

Mehmet Balcilar

Mehmet Balcilar

University of New Haven

Publications: 2

Gazi Salah Uddin

Gazi Salah Uddin

Linköping University

Publications: 2

Walid Mensi

Walid Mensi

Sultan Qaboos University

Publications: 2

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