Concepedia

Data-driven Financing Decisions

Data-Driven Financing Decisions is a decision-making framework in platform-based supply chain finance that leverages real-time, granular data analytics and algorithmic models to assess creditworthiness, mitigate risks, and optimize financing outcomes, distinguishing it from traditional financing approaches reliant on static financial statements and manual evaluations.

19

Publications

1.6K

Citations

63

Authors

51

Institutions

Publications per year

2017–2026

16

Parents

Publications

19

Using Real-World Data for Coverage and Payment Decisions: The ISPOR Real-World Data Task Force Report

Louis P. Garrison, Peter J. Neumann, Pennifer Erickson et al. · Value in Health · 2007 · 705 citations

, , +13

Integrating big data analytics into supply chain finance: The roles of information processing and data-driven culture

Wantao Yu, Chee Yew Wong, Roberto Chávez et al. · International Journal of Production Economics · 2021 · 208 citations

, , +17

Big data analytics in digital platforms: how do financial service providers customise supply chain finance?

Hua Song, Mengyin Li, Kangkang Yu · International Journal of Operations & Production Management · 2021 · 169 citations

, , +16

Big Data for the Sustainability of Healthcare Project Financing

Roberto Moro Visconti, Donato Morea · Sustainability · 2019 · 87 citations · Full text

, , +17

A federated machine learning approach for order-level risk prediction in Supply Chain Financing

Lingxuan Kong, Zheng Ge, Alexandra Brintrup · International Journal of Production Economics · 2023 · 62 citations

, , +16

1–5 of 19

Authors

63

  1. PJ
    Peter J. Neumann

    Tufts Medical Center, United States

    1 publications · 705 citations

    1

    h-index

  2. PZ
    Paria Zabihi

    Human Media, United States

    1 publications · 18 citations

    1

    h-index

  3. ML
    Mengyin Li

    China Conservatory, China

    1 publications · 169 citations

    1

    h-index

  4. CY
    Chee Yew Wong

    University of Leeds, United Kingdom

    1 publications · 208 citations

    1

    h-index

  5. KG
    Kiran Gajjar

    University of Prishtina, Kosovo

    1 publications · 18 citations

    1

    h-index

1–5 of 63

Institutions

51

  1. Renmin University of China

    Beijing, China

    2 h-index

    3 publications

    387 citations

  2. China University of Mining and Technology

    Xuzhou, China

    1 h-index

    1 publications

    26 citations

  3. Turing Institute

    Glasgow, United Kingdom

    1 h-index

    1 publications

    62 citations

  4. University of Roehampton

    London, United Kingdom

    1 h-index

    1 publications

    208 citations

  5. Monroe University

    Bronx, United States

    1 h-index

    1 publications

    22 citations

  6. Università Cattolica del Sacro Cuore

    Milan, Italy

    1 h-index

    1 publications

    87 citations

  7. Iraqi University

    Baghdad, Iraq

    1 h-index

    1 publications

    33 citations

  8. Asian Development Bank Institute

    Tokyo, Japan

    1 h-index

    1 publications

    16 citations

1–8 of 51

Venues

  1. International Journal of Production Economics

    2 publications · 270 citations

    2

    h-index

  2. Finance research letters

    2 publications · 75 citations

    2

    h-index

  3. 2

    h-index

  4. Industrial Management & Data Systems

    1 publications · 15 citations

    1

    h-index

  5. Journal of Organizational and End User Computing

    JOEUC · 1 publications · 22 citations

    1

    h-index

1–5