4.7 Review

Big data analytics in supply chain decarbonisation: a systematic literature review and future research directions

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SUPPLY CHAIN MANAGEMENT-AN INTERNATIONAL JOURNAL (2012)

Review Medicine, General & Internal

Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement

David Moher et al.

PLOS MEDICINE (2009)