Revealing the pattern and evolution of global green development between different income groups: A global meta-frontier by-production technology approach

A clear understanding of the overall pattern of global green development and the green development discrepancies among countries has a bearing on how each country participates in global environmental governance, which is more conducive to promoting the process of global green development in the future. This study constructed a global meta-frontier by-production technology model to evaluate the green total-factor productivity (GTFP), and studied the discrepancies of green development process and their growth sources for a sample of 163 countries (or regions) during the period 1990–2017. The results indicate that global GTFP witnessed remarkable growth before financial crisis occurred in 2007, but showed a slow growth trend after a decline during the financial crisis. The performance of GTFP exhibits significant regional disparity and dynamic change disparity. GTFP was the highest in high-income group, while lower than 0.55 in the upper middle-income and lower middle-income group in all years. Technological gap between regions was the principal factor leading to this result. Dynamically, among all countries covered in this study, there are twenty-five countries (or regions) experienced GTFP decline. Technological gap enlargement was the most important factor causing their GTFP decline, followed by the resource allocation inefficiency.