World's Best Scientists 2026 revealed!
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Business and Management
UK
2026
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Business and Management
Taiwan
2024

D-Index & Metrics

Business and Management

D-Index
98
Citations
31353
World Ranking
54
National Ranking
6

Engineering and Technology

D-Index
94
Citations
28635
World Ranking
216
National Ranking
16

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.

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 scientists 435 publications: 1 scientists 436+ publications: 100 scientists
35 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.

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.

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.

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

  • Blockchain technology in supply chain operations: Applications, challenges and research opportunities

    Pankaj Dutta;Tsan-Ming Choi;Surabhi Somani;Richa Butala

  • 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

  • Disruptive Technologies and Operations Management in the Industry 4.0 Era and Beyond

    Tsan-Ming Choi;Subodha Kumar;Xiaohang Yue;Hau-Ling Chan

  • 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

  • Green supply chain management in Chinese firms: Innovative measures and the moderating role of quick response technology

    Guo Li;Lin Li;Tsan Ming Choi;Suresh P. Sethi

  • Innovative "Bring-Service-Near-Your-Home" Operations under Corona-Virus (COVID-19/SARS-CoV-2) Outbreak: Can Logistics Become the Messiah?

    Tsan Ming Choi

  • Green product development under competition: A study of the fashion apparel industry

    Shu Guo;Tsan-Ming Choi;Bin Shen

  • 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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