1. Complementary Administrative Data for the Understanding of International Migration, Dual Nationality and Naturalization in Mexico. • Víctor M. García-Guerrero, El Colegio de Mexico; Claudia Masferrer, El Colegio de México, A.C. Centro de Estudios demograficos, Urbanos Y Ambientales.

2. Data and Methods During Conflicts • Abdulrazak Karie, National Bureau of Statistics.

3. DAPPS 4.0: A New Tool for Demographic Analysis and Population Projections • Nobuko Mizoguchi, U.S. Census Bureau; Sean Fennell, U.S. Census Bureau; Andrew Walz, U.S. Census Bureau.

4. Measuring Urbanization Using Global Human Settlement Layers and Gridded Population Data • Nawaj Sarif, International Institute for Population Sciences (IIPS).

5. Modeling Empowerment, Intention, and Fertility Impacts of a New Contraceptive Technology: A Case Study Using Depo-Medroxyprogesterone Acetate Subcutaneous in Kenya • Marita Zimmermann, Bill and Melinda Gates Foundation; Emily Driano, Bill & Melinda Gates Foundation; Paula Sanz-Leon, Aix-Marseille University; Robyn Stuart, University of NSW; Michelle O'Brien, Institute for Disease Modeling, Bill & Melinda Gates Foundation.