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Business and Management
UK
2026
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Business and Management
Taiwan
2024

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Business and Management 98 54 51 6 5 511 31353
Engineering and Technology 94 216 203 16 15 390 28635

Tsan-Ming Choi publications per year

The chart shows the history of publications by Tsan-Ming Choi between 2001 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Tsan-Ming Choi published across 25 years, from 2001 to 2025, averaging 24.2 papers a year. Output peaked at 66 publications in 2022. 95 of the 605 publications appeared in the last two years.

No. of publications
20 40 60
Bar chart. Horizontal axis: year, 2001 to 2025. Vertical axis: number of publications, 0 to 66. Peak 66 publications in 2022. 2001: 1 publication 2002: 1 publication 2003: 1 publication 2004: 2 publications 2005: 0 publications 2006: 4 publications 2007: 2 publications 2008: 13 publications 2009: 6 publications 2010: 17 publications 2011: 21 publications 2012: 32 publications 2013: 22 publications 2014: 25 publications 2015: 22 publications 2016: 41 publications 2017: 26 publications 2018: 23 publications 2019: 26 publications 2020: 49 publications 2021: 65 publications 2022: 66 publications 2023: 45 publications 2024: 50 publications 2025: 45 publications
2001 2025

605 publications in total across all disciplines

View publications per year as a table
Tsan-Ming Choi: publications per year, 2001 to 2025
Year Publications
2001 1
2002 1
2003 1
2004 2
2005 0
2006 4
2007 2
2008 13
2009 6
2010 17
2011 21
2012 32
2013 22
2014 25
2015 22
2016 41
2017 26
2018 23
2019 26
2020 49
2021 65
2022 66
2023 45
2024 50
2025 45
Total 605
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Tsan-Ming Choi publication distribution in Business and Management in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Business and Management in 2026. The highlighted bar marks where Tsan-Ming Choi sits on this spectrum.

No. of scientists
25 50 75 100
Bar chart with 82 bars. Horizontal axis: publications, 35–39 to 436+. Vertical axis: number of scientists, 0 to 122. Most scientists, 122, have 95–99 publications. The last bar groups every scientist with 436 publications or more. The highlighted bar, 436+ publications, is where this scientist sits. 35–39 publications: 2 scientists 40–44 publications: 2 scientists 45–49 publications: 5 scientists 50–54 publications: 20 scientists 55–59 publications: 39 scientists 60–64 publications: 66 scientists 65–69 publications: 52 scientists 70–74 publications: 80 scientists 75–79 publications: 83 scientists 80–84 publications: 116 scientists 85–89 publications: 94 scientists 90–94 publications: 111 scientists 95–99 publications: 122 scientists 100–104 publications: 104 scientists 105–109 publications: 113 scientists 110–114 publications: 96 scientists 115–119 publications: 97 scientists 120–124 publications: 112 scientists 125–129 publications: 93 scientists 130–134 publications: 79 scientists 135–139 publications: 69 scientists 140–144 publications: 80 scientists 145–149 publications: 81 scientists 150–154 publications: 85 scientists 155–159 publications: 50 scientists 160–164 publications: 74 scientists 165–169 publications: 61 scientists 170–174 publications: 40 scientists 175–179 publications: 44 scientists 180–184 publications: 47 scientists 185–189 publications: 59 scientists 190–194 publications: 35 scientists 195–199 publications: 37 scientists 200–204 publications: 49 scientists 205–209 publications: 48 scientists 210–214 publications: 34 scientists 215–219 publications: 31 scientists 220–224 publications: 37 scientists 225–229 publications: 34 scientists 230–234 publications: 25 scientists 235–239 publications: 28 scientists 240–244 publications: 34 scientists 245–249 publications: 28 scientists 250–254 publications: 23 scientists 255–259 publications: 22 scientists 260–264 publications: 11 scientists 265–269 publications: 16 scientists 270–274 publications: 23 scientists 275–279 publications: 12 scientists 280–284 publications: 16 scientists 285–289 publications: 10 scientists 290–294 publications: 12 scientists 295–299 publications: 12 scientists 300–304 publications: 8 scientists 305–309 publications: 13 scientists 310–314 publications: 13 scientists 315–319 publications: 6 scientists 320–324 publications: 10 scientists 325–329 publications: 9 scientists 330–334 publications: 7 scientists 335–339 publications: 10 scientists 340–344 publications: 10 scientists 345–349 publications: 7 scientists 350–354 publications: 4 scientists 355–359 publications: 10 scientists 360–364 publications: 3 scientists 365–369 publications: 7 scientists 370–374 publications: 2 scientists 375–379 publications: 8 scientists 380–384 publications: 4 scientists 385–389 publications: 5 scientists 390–394 publications: 5 scientists 395–399 publications: 2 scientists 400–404 publications: 2 scientists 405–409 publications: 4 scientists 410–414 publications: 3 scientists 415–419 publications: 2 scientists 420–424 publications: 5 scientists 425–429 publications: 3 scientists 430–434 publications: 1 scientist 435 publications: 1 scientist 436+ publications: 100 scientists
35–39 publications 436+

This scientist: 511 publications — 98th percentile

98% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 436 publications or more.

View publications distribution as a table
Number of Business and Management scientists by publication count, Research.com 2026 ranking edition. Based on 3,017 ranked scientists.
Publications Scientists This scientist
35–39 2
40–44 2
45–49 5
50–54 20
55–59 39
60–64 66
65–69 52
70–74 80
75–79 83
80–84 116
85–89 94
90–94 111
95–99 122
100–104 104
105–109 113
110–114 96
115–119 97
120–124 112
125–129 93
130–134 79
135–139 69
140–144 80
145–149 81
150–154 85
155–159 50
160–164 74
165–169 61
170–174 40
175–179 44
180–184 47
185–189 59
190–194 35
195–199 37
200–204 49
205–209 48
210–214 34
215–219 31
220–224 37
225–229 34
230–234 25
235–239 28
240–244 34
245–249 28
250–254 23
255–259 22
260–264 11
265–269 16
270–274 23
275–279 12
280–284 16
285–289 10
290–294 12
295–299 12
300–304 8
305–309 13
310–314 13
315–319 6
320–324 10
325–329 9
330–334 7
335–339 10
340–344 10
345–349 7
350–354 4
355–359 10
360–364 3
365–369 7
370–374 2
375–379 8
380–384 4
385–389 5
390–394 5
395–399 2
400–404 2
405–409 4
410–414 3
415–419 2
420–424 5
425–429 3
430–434 1
435 1
436+ 100 511
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Tsan-Ming Choi D-index placement in Business and Management in 2026

The chart shows the D-index (discipline H-index) distribution of Business and Management scientists ranked by Research.com in 2026. The highlighted bar marks where Tsan-Ming Choi sits on this spectrum.

No. of scientists
50 100 150
Bar chart with 60 bars. Horizontal axis: D-Index, 30 to 89+. Vertical axis: number of scientists, 0 to 171. Most scientists, 171, have 32 D-Index. The last bar groups every scientist with 89 D-Index or more. The highlighted bar, 89+ D-Index, is where this scientist sits. 30 D-Index: 156 scientists 31 D-Index: 159 scientists 32 D-Index: 171 scientists 33 D-Index: 161 scientists 34 D-Index: 135 scientists 35 D-Index: 124 scientists 36 D-Index: 114 scientists 37 D-Index: 111 scientists 38 D-Index: 103 scientists 39 D-Index: 89 scientists 40 D-Index: 81 scientists 41 D-Index: 97 scientists 42 D-Index: 80 scientists 43 D-Index: 69 scientists 44 D-Index: 68 scientists 45 D-Index: 63 scientists 46 D-Index: 54 scientists 47 D-Index: 69 scientists 48 D-Index: 50 scientists 49 D-Index: 58 scientists 50 D-Index: 54 scientists 51 D-Index: 62 scientists 52 D-Index: 54 scientists 53 D-Index: 43 scientists 54 D-Index: 49 scientists 55 D-Index: 35 scientists 56 D-Index: 40 scientists 57 D-Index: 44 scientists 58 D-Index: 34 scientists 59 D-Index: 29 scientists 60 D-Index: 48 scientists 61 D-Index: 32 scientists 62 D-Index: 30 scientists 63 D-Index: 22 scientists 64 D-Index: 22 scientists 65 D-Index: 19 scientists 66 D-Index: 20 scientists 67 D-Index: 18 scientists 68 D-Index: 17 scientists 69 D-Index: 21 scientists 70 D-Index: 20 scientists 71 D-Index: 19 scientists 72 D-Index: 14 scientists 73 D-Index: 10 scientists 74 D-Index: 16 scientists 75 D-Index: 24 scientists 76 D-Index: 13 scientists 77 D-Index: 19 scientists 78 D-Index: 8 scientists 79 D-Index: 6 scientists 80 D-Index: 4 scientists 81 D-Index: 12 scientists 82 D-Index: 7 scientists 83 D-Index: 7 scientists 84 D-Index: 6 scientists 85 D-Index: 10 scientists 86 D-Index: 4 scientists 87 D-Index: 11 scientists 88 D-Index: 6 scientists 89+ D-Index: 96 scientists
30 D-Index 89+

This scientist: 98 D-Index — 98th percentile

98% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 89 D-Index or more.

View D-Index distribution as a table
Number of Business and Management scientists by D-index, Research.com 2026 ranking edition. Based on 3,017 ranked scientists.
D-Index Scientists This scientist
30 156
31 159
32 171
33 161
34 135
35 124
36 114
37 111
38 103
39 89
40 81
41 97
42 80
43 69
44 68
45 63
46 54
47 69
48 50
49 58
50 54
51 62
52 54
53 43
54 49
55 35
56 40
57 44
58 34
59 29
60 48
61 32
62 30
63 22
64 22
65 19
66 20
67 18
68 17
69 21
70 20
71 19
72 14
73 10
74 16
75 24
76 13
77 19
78 8
79 6
80 4
81 12
82 7
83 7
84 6
85 10
86 4
87 11
88 6
89+ 96 98
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Research.com Recognitions

  • 2026 - Research.com Business and Management in United Kingdom Leader Award
  • 2025 - Research.com Business and Management in United Kingdom Leader Award
  • 2024 - Research.com Business and Management in Taiwan Leader Award
  • 2023 - Research.com Business and Management in Taiwan Leader Award
  • 2022 - Research.com Business and Management in Taiwan Leader Award
  • 2022 - Research.com Engineering and Technology in Taiwan Leader Award

Overview

Tsan-Ming Choi is affiliated with the University of Liverpool in the United Kingdom. Their research primarily spans the field of Business, Management, and Accounting, with significant contributions in subfields such as Strategy and Management, Management Information Systems, Marketing, Industrial and Manufacturing Engineering, and Information Systems.

The scientist's work covers several main research topics including Sustainable Supply Chain Management, Supply Chain and Inventory Management, Supply Chain Resilience and Risk Management, Blockchain Technology Applications and Security, Quality and Supply Management, Consumer Market Behavior and Pricing, and Digital Platforms and Economics.

Recent notable publications include:

  • "Blockchain technology in supply chain operations: Applications, challenges and research opportunities" (2020), Transportation Research Part E Logistics and Transportation Review
  • "Disruptive Technologies and Operations Management in the Industry 4.0 Era and Beyond" (2021), Production and Operations Management
  • "Innovative "Bring-Service-Near-Your-Home" operations under Corona-Virus (COVID-19/SARS-CoV-2) outbreak: Can logistics become the Messiah?" (2020), Transportation Research Part E Logistics and Transportation Review
  • "A United Nations' Sustainable Development Goals perspective for sustainable textile and apparel supply chain management" (2020), Transportation Research Part E Logistics and Transportation Review
  • "Risk analysis in logistics systems: A research agenda during and after the COVID-19 pandemic" (2020), Transportation Research Part E Logistics and Transportation Review

The research outputs have also been published extensively in various scholarly venues. Frequent publication venues include:

  • IEEE Transactions on Systems Man and Cybernetics Systems
  • European Journal of Operational Research
  • SSRN Electronic Journal
  • Transportation Research Part E Logistics and Transportation Review
  • IEEE Transactions on Engineering Management

Tsan-Ming Choi collaborates regularly with several co-authors, including Enrique Herrera-Viedma, Sam Kwong, Karen Panetta, Giancarlo Fortino, and Róbert Kozma. These collaborations reflect a broad engagement across multiple research domains within operations and management disciplines.

Best Publications

  • Big Data Analytics in Operations Management

    Tsan Ming Choi;Stein W. Wallace;Yulan Wang

  • Sales forecasting using extreme learning machine with applications in fashion retailing

    Zhan-Li Sun;Tsan-Ming Choi;Kin-Fan Au;Yong Yu

  • Channel leadership, performance and coordination in closed loop supply chains

    Tsan Ming Choi;Yongjian Li;Lei Xu

  • The mean-variance approach for global supply chain risk analysis with air logistics in the blockchain technology era

    Tsan Ming Choi;Xin Wen;Xuting Sun;Sai Ho Chung

  • Blockchain-technology-supported platforms for diamond authentication and certification in luxury supply chains

    Tsan Ming Choi

  • Service supply chain management: A review of operational models

    Yulan Wang;Stein W. Wallace;Bin Shen;Tsan-Ming Choi

  • Mean–variance analysis of a single supplier and retailer supply chain under a returns policy

    Tsan-Ming Choi;Duan Li;Houmin Yan

  • Recent Development in Big Data Analytics for Business Operations and Risk Management

    Tsan-Ming Choi;Hing Kai Chan;Xiaohang Yue

  • A review on supply chain contracting with information considerations: information updating and information asymmetry

    Bin Shen;Tsan Ming Choi;Stefan Minner

  • Supply chain risk analysis with mean-variance models: a technical review

    Chun Hung Chiu;Tsan Ming Choi

  • Data quality challenges for sustainable fashion supply chain operations in emerging markets: Roles of blockchain, government sponsors and environment taxes

    Tsan Ming Choi;Suyuan Luo

  • Optimal Pricing in On-Demand-Service-Platform-Operations with Hired Agents and Risk-Sensitive Customers in the Blockchain Era

    Tsan Ming Choi;Shu Guo;Na Liu;Xiutian Shi

  • Channel coordination in supply chains with agents having mean-variance objectives

    Tsan Ming Choi;Duan Li;Houmin Yan;Chun Hung Chiu

  • Information disclosure structure in supply chains with rental service platforms in the blockchain technology era

    Tsan Ming Choi;Lipan Feng;Rong Li

  • Optimal returns policy for supply chain with e-marketplace

    Tsan-Ming Choi;Duan Li;Houmin Yan

  • A United Nations’ Sustainable Development Goals perspective for sustainable textile and apparel supply chain management

    Ya-Jun Cai;Tsan-Ming Choi

Frequent Co-Authors

T.C.E. Cheng
T.C.E. Cheng Hong Kong Polytechnic University
Xiaohang Yue
Xiaohang Yue University of Wisconsin–Milwaukee
Kannan Govindan
Kannan Govindan University of Adelaide
Sai Ho Chung
Sai Ho Chung Hong Kong Polytechnic University
Duan Li
Duan Li City University of Hong Kong
Suresh P. Sethi
Suresh P. Sethi The University of Texas at Dallas
Stein W. Wallace
Stein W. Wallace Norwegian School of Economics
Dmitry Ivanov
Dmitry Ivanov Berlin School of Economics and Law
Shouyang Wang
Shouyang Wang Chinese Academy of Sciences
James H. Lambert
James H. Lambert University of Virginia

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