1. Mapping Subnational Gender Gaps in Internet and Mobile Adoption Using Social Media Data • Casey Breen, University of Oxford; Masoomali Fatehkia, Qatar Computing Research Institute; Xinyi Zhao, Max Planck Institute for Demographic Research (MPIDR) /University of Oxford; Jiani Yan, University of Oxford; Douglas R Leasure, Leverhulme Centre for Demographic Science, Department of Sociology, University of Oxford; Ingmar Weber, Saarland University; Ridhi Kashyap, University of Oxford.

2. Small Area Population Projections: Suitability of Hamilton-Perry Model in Undertaking Population Projections by Age and Sex for Selected Sub-Counties in Nyeri and Vihiga Counties in Kenya • Job Mose, Kenya National Bureau of Statistics; Samwel Wakibi, University of Nairobi; Alfred Titus Agwanda Otieno, University of Nairobi.

3. Modeling Age Patterns of under-5 Mortality by Detailed Age in Low- and Middle-Income Countries • Andrea Verhulst, Institut National d'Études Démographiques (INED); Julio E. Romero Prieto, London School of Hygiene and Tropical Medicine (LSHTM); Michel Guillot, University of Pennsylvania & INED.