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Journal Article

Determinants of global green growth efficiency and productivity: a comprehensive three stages data envelopment analysis

Thanh Ngo; Tu Le; Hai Hong Trinh; Aviral Kumar Tiwari
Environment, Development and Sustainability · 2026

Abstract

This is the first study on green growth (GG) efficiency from a global perspective (115 countries from 1996 to 2018) that considers natural depletions, alongside CO 2 emissions, as undesirable outputs of the GG efficiency estimation in the first stage. More importantly, by examining different ways to treat those undesirable outputs and in combination with the double bootstrap slack-based measure data envelopment analysis approach in the second stage, we found that the models that use the reciprocal values of the undesirable outputs have higher explanatory power than the others. Consequently, in the third stage, we examine the GG efficiency and productivity change over time of the sampled countries using the model with reciprocal values. The study finds that countries with better governance quality, among other factors, can positively improve their green growth efficiency.

Bibliographic Information

JournalEnvironment, Development and Sustainability
PublisherSpringer
Publication Date2026-02-11
Publication Year2026
Document TypeJournal Article
eISSN1573-2975
DOI10.1007/s10668-026-07315-3

Access Information

NARA Access Coverage1999-01-01~Current
Journal Homepagehttps://www.springer.com/journal/10668
Publisher PageOpen Publisher Page
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