Box 1.2: Characteristics of the studies used in this thesis. Nutrition Questionnaires plus (NQplus) [151] Study design Cross-sectional Study population 2,048 Dutch adults aged 20-80 year Data collection period 2011-2013 Dietary assessment Food frequency questionnaire, multiple 24-hour recalls, urinary biomarkers GDM assessment-Other measures Anthropometric measurements GLIMP Study design Database with data from medical file records Study population 2,239 Dutch women who gave birth in hospital Gelderse Vallei Data collection period 2010-2014 Dietary assessment-GDM assessment Glucose tolerance test results Other measures Pregnancy and delivery information Australian Longitudinal Study on Women's Health (ALSWH) [152] Study design Longitudinal prospective cohort study, with survey once in three years Study population 40,395 Australian women aged 18-75 years Data collection period 1996-2017 Dietary assessment Food frequency questionnaire administered in 2003 and 2009 GDM assessment Self-reported GDM diagnosis Other measures Self-reported anthropometrics GLIMP2 Study design Longitudinal prospective study, measurements at preconception, 12 weeks pregnant, 24 weeks pregnant, and 6-12 weeks after delivery Study population 115 Dutch women aged 18-40 with either a wish to get pregnant within one year or those less than 24 weeks pregnant Data collection period 2015-2017 Dietary assessment Food frequency questionnaire, multiple 24-hour recalls, nutrient status markers GDM assessment Glucose tolerance test results Other measures Anthropometrics, supplement use