Mali is a weak performer in terms of its knowledge infrastructure. It ranks 134th out of 141 countries in the Global Knowledge Index 2024 and 17th out of the 23 countries with low human development.
Areas of Strength
MSME financing gap (% GDP)
GERD financed from abroad (%)
Citable documents per R&D personnel in higher education
Firms with products and services new to the market (%)
Ratio of medium-skill TVET occupations earnings to average wage
Areas of Improvement
Pupil-trained teacher ratio in pre-primary education
Labour force participation rate with short-cycle tertiary education
Researchers in higher education (%)
Mobile broadband Internet traffic per subscription