Alphabetical by first name

Researchers

ALNAP: Emmeline Kerkvliet, Samir Hafiz, Sebastian Weishaupt, Susanna Morrison-Metois, Zainab Moallin

Development Initiatives: Carina Chicet, Dan Walton, Jasmin Jilma, Jenny Rickard, Kirsty Lazer, Mattie Price, Niklas Rieger, Suzanna Nelson-Pollard

Humanitarian Advisory Group: Eranda Wijewickrama

Humanitarian Outcomes: Abby Stoddard, Eta Pastreich, Meriah-Jo Breckenridge

Independent: Ian Gray, Rebecca Steinbach Mullan

London School of Hygiene & Tropical Medicine: Emilie Koum-Besson, Francesco Checchi, Norbert Lemonge

NEAR: Alix Masson, Anita Kattakuzhy, Hibak Kalfan, Khalif A. Abdirahman, Shahida Arif, Wejdan Jarrah

The Research People: Ahmed Nagi, Alice Robinson, Anagabriela Centeno, Carlos Pedraja, Catherine Komuhangi, Fiona Mwenda, Gemma Pearson, Habimana Junior, Hazel Mugo, Jennie Thomas, Layla Asda, Linda Ahimbisibwe, Lydia Tanner, Malak Abdulghafour, Mira Karayyem, Shahirah Majumdar, Waela Humran, Yves Badesire

Turkey Support to Life: Özlem Yazlık Alcott, Sema Genel Karaosmanoglu

Box authors

Digital do no harm: Katja Lindskov Jacobsen, Kristin Bergtora Sandvik, Larissa Fast, Maria Gabrielsen Jumbert

The Dioptra tool and consistent humanitarian efficiency data: Caitlin Tulloch, David Leege, Lucian Lee, Marco Scagliusi, Purti Sharma, Tanaka Nyamadzawo

Innovation: Ian Gray, Lydia Tanner

Internal displacement: Barbara Essig

Locally led humanitarian action in Somalia: Khalif A. Abdirahman

Locally led humanitarian action in Turkey: Support to Life Turkey research team

Additional data collectors

Aided Mohamed Ali, Aslı Bekmen Silahdaroglu, Ceren Can, GeoPoll and Serkan Denli

Editors

Hannah Caddick and Matthew Foley