Highlights•Midwife-led birthing centres exist in at least 24 low- and middle-income countries.•Many of these countries do not feature in the peer-reviewed literature.•There are some similarities and some differences with high-income countries.•The impact and costs of midwife-led birthing centres are under-researched.