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<!DOCTYPE html> <html lang="en"> <head> <title>Publications - Global Data Lab</title> <link rel="canonical" href="https://globaldatalab.org/publications/"> <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"> <meta http-equiv="Content-Type" content="text/html; charset=utf-8"> <link rel="stylesheet" href="https://globaldatalab.org/vendor/twbs/bootstrap/dist/css/bootstrap.min.css"> <link rel="stylesheet" href="https://globaldatalab.org/vendor/twbs/bootstrap-icons/font/bootstrap-icons.css"> <link rel="stylesheet" href="https://globaldatalab.org/css/gdl.css?v7" type="text/css"> <link rel="icon" href="https://globaldatalab.org/apple-touch-icon.png" type="image/png"> </head> <body class="publications"> <nav id="mainNav" class="navbar navbar-expand-lg navbar-light bg-light sticky-top" aria-label="Main navigation"> <div class="container"> <a class="navbar-brand flex-grow-1" href="https://globaldatalab.org/"> <img src="https://globaldatalab.org/images/logo_gdl.svg" alt="Global Data Lab" style="height: 45px; 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(2024). <a href="https://doi.org/10.1002/psp.2801">Understanding the urban-rural fertility divide in sub-Saharan Africa: The critical role of social isolation</a>. <em class="journal">Population, Space and Place, e2801</em>, <a href="https://doi.org/10.1002/psp.2801">doi:10.1002/psp.2801</a>.</p> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2020). <a href="https://globaldatalab.org/blog-SGDI">The Subnational Gender Development Index: Within-country variation in gender (in)equality revealed</a>. <em class="journal">UNDP-HDialog Blog</em>.</p> <p>Permanyer, I. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2020). <a href="https://www.niussp.org/article/the-subnational-human-development-index-details-on-inequality-lindice-de-developpement-humain-infranational-details-sur-les-inegalites/">The subnational Human Development Index: Details on inequality</a>. <em class="journal">N-IUSSP Blog</em>.</p> <p>Permanyer, I. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2018). <a href="https://globaldatalab.org/blog-UNDP">The Subnational Human Development Index: Moving beyond country-level averages</a>. <em class="journal">UNDP-HDialog Blog</em>.</p> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2016). <a href="https://globaldatalab.org/blog-WB">Global Data Lab: a resource for subnational development indicators from household surveys</a>. <em class="journal">World Bank Data Blog</em>.</p> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2015). <a href="https://globaldatalab.org/blog-WEB">Improving the measurement of household wealth to better understand global inequalities in education</a>. <em class="journal">UNESCO World Education Blog</em>.</p> <h2>Global Data Lab Working Paper Series</h2> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & <a href="https://globaldatalab.org/team/janine/">Huisman, J.</a> (2023). <a href="https://globaldatalab.org/asset/426/GVI%20Working%20Paper%2023-101.pdf">The GDL Climate Change Vulnerability Index (GVI)</a>. <em class="journal">GDL Working paper 23-101</em>.</p> <p><a href="https://globaldatalab.org/team/annelieke/">Ebbers, A.</a> & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2020). <a href="https://globaldatalab.org/asset/352/Birth%20Registration%20GDL%20WP%2020-102%20PLOS.pdf">Household and context-level determinants of birth registration in sub-Saharan Africa</a>. <em class="journal">GDL Working paper 20-102</em>.</p> <p><a href="https://globaldatalab.org/team/lamar/">Crombach, L.</a> & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2020). <a href="https://globaldatalab.org/asset/343/DemWindowSubnGrowthCrombachSmits2020GDLWP20101.pdf">The demographic window of opportunity and economic growth at sub-national level in 91 developing countries</a>. <em class="journal">GDL Working paper 20-101</em>.</p> <p>Schrijner, S. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2019). <a href="https://globaldatalab.org/asset/278/PaternityUncertaintyAfricaSchrijnerSmitsGDL-WP19-101.pdf">Paternity Uncertainty or Male Dominance? Paternal versus Maternal Grandmothers' Contribution to Children's Schooling in Sub-Saharan Africa</a>. <em class="journal">GDL Working paper 19-101</em>.</p> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & Permanyer, I. (2018). <a href="https://globaldatalab.org/asset/229/SHDI%20Database%20GDL%20Working%20Paper%2018-101b.pdf">Subnational Human Development Database</a>. <em class="journal">GDL Working paper 18-101</em>.</p> <p>Schrijner, S. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2017). <a href="https://globaldatalab.org/asset/279/GrandfathersAfricaSchrijnerSmitsGDL-WP17-101.pdf">Grandfathers and children's schooling in Sub-Saharan Africa</a>. <em class="journal">GDL Working paper 17-101</em>.</p> <p>Alcorta, L., <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & Swedlund, H. (2016). <a href="https://globaldatalab.org/asset/208/InequalityEthnicConflictAlcortaEA-GDL-WP16-102x.pdf">Inequality and ethnic conflict in Sub-Saharan Africa</a>. <em class="journal">GDL Working paper 16-102</em>.</p> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2016). <a href="https://globaldatalab.org/asset/234/Smits%20GDL%20Working%20Paper%2016-101%20v340.pdf">GDL Area Database: Sub-national development indicators for research and policy-making</a>. <em class="journal">GDL Working paper 16-101</em>.</p> <h2>Global Data Lab Publications</h2> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & <a href="https://globaldatalab.org/team/janine/">Huisman, J.</a> (2024). <a href="https://globaldatalab.org/asset/485/The%20GDL%20Vulnerability%20Index%20%28GVI%29.pdf">The GDL Vulnerability Index (GVI)</a>. <em class="journal">Social Indicators Research</em>, 174, 721-741.</p> <p><a href="https://globaldatalab.org/team/jet/">Wildeman, J.</a>, Schrijner, S. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2023). <a href="https://doi.org/10.1002/psp.2635">Fertility rates and social media usage in sub-Saharan Africa</a>. <em class="journal">Population, Space and Place</em>, 29, <a href="https://doi.org/10.1002/psp.2635">doi:10.1002/psp.2635</a>.</p> <p><a href="https://globaldatalab.org/team/jet/">Wildeman, J.</a>, <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & Schrijner, S. (2023). <a href="https://doi.org/10.1007/s11113-023-09804-z">Ethnic Variation in Fertility Preferences in Sub-Saharan Africa</a>. <em class="journal">Population Research and Policy Review</em>, 42(4), 58, <a href="https://doi.org/10.1007/s11113-023-09804-z">doi:10.1007/s11113-023-09804-z</a>.</p> <p><a href="https://globaldatalab.org/team/annelieke/">Ebbers, A.</a> & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2022). <a href="https://doi.org/10.1371/journal.pone.0265882">Household and context-level determinants of birth registration in Sub-Saharan Africa</a>. <em class="journal">PLoS ONE</em>, 17(4), <a href="https://doi.org/10.1371/journal.pone.0265882">doi:10.1371/journal.pone.0265882</a>.</p> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & Permanyer, I. (2019). <a href="https://www.nature.com/articles/sdata201938">The Subnational Human Development Database</a>. <em class="journal">(Nature) Scientific Data, 6</em>, 190038.</p> <p>Permanyer, I. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2019). <a href="https://doi.org/10.31235/osf.io/hskue">Inequality in human development across the globe</a>. <em class="journal">Prepublication on SocArXiv</em>, <a href="https://doi.org/10.31235/osf.io/hskue">doi:10.31235/osf.io/hskue</a>.</p> <p>Alcorta, L., <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & Swetlund, H. (2018). <a href="https://doi.org/10.1093/sf/soy049">Inequality and ethnic conflict in Sub-Saharan Africa</a>. <em class="journal">Social Forces</em>, 97(2), 769-792, <a href="https://doi.org/10.1093/sf/soy049">doi:10.1093/sf/soy049</a>.</p> <p>Schrijner, S. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2018). <a href="https://www.sciencedirect.com/science/article/pii/S0277953618301552">Grandparents and Children's Stunting in sub-Saharan Africa</a>. <em class="journal">Social Science and Medicine</em>, 205, 90-98.</p> <p>Schrijner, S. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2018). <a href="https://link.springer.com/article/10.1007/s12110-017-9306-y">Grandmothers and Children鈥檚 Schooling in Sub-Saharan Africa</a>. <em class="journal">Human Nature</em>, 29(1), 65-89.</p> <p>Komarulzaman, A., De Jong, E. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2017). <a href="https://doi.org/10.2166/wh.2017.319">The Switch to Refillable Bottled Water in Indonesia: A Serious Health Risk</a>. <em class="journal">Journal of Water and Health</em>, 15(6), 1004-1014, <a href="https://doi.org/10.2166/wh.2017.319">doi:10.2166/wh.2017.319</a>.</p> <p>Monden, C. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2017). <a href="https://www.thelancet.com/journals/langlo/article/PIIS2214-109X%2817%2930197-3/fulltext">Mortality among twins and singletons in sub-Saharan Africa between 1995 and 2014</a>. <em class="journal">Lancet Global Health</em>, 5(7), 673-679.</p> <p>De Jong, E., <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & Longwe, A. (2017). <a href="https://www.sciencedirect.com/science/article/pii/S0305750X16305095">Estimating the causal effect of fertility on women's employment in Africa using twins</a>. <em class="journal">World Development</em>, 90, 360-368.</p> <p>Komarulzaman, A., <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & De Jong, E. (2017). <a href="http://www.tandfonline.com/doi/full/10.1080/17441692.2015.1127985">Clean Water, Sanitation and Diarrhoea in Indonesia: Effects of Household and Community Factors</a>. <em class="journal">Global Public Health</em>, 12(9), 1141-1155.</p> <p>Lenjiso, B., <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & Ruben, R. (2016). <a href="https://link.springer.com/article/10.1057%2Fejdr.2015.54">Smallholder Milk market participation and intra-household time allocation in Ethiopia</a>. <em class="journal">European Journal of Development Research</em>, 28(5), 808-825.</p> <p>Berendsen, M., <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a>, Netea, M. & Van der Ven, A. (2016). <a href="http://www.sciencedirect.com/science/article/pii/S2352396416301931">Non-specific effects of vaccines and stunting: Timing may be essential</a>. <em class="journal">Ebiomedicine</em>, 8, 341-348.</p> <p>Lenjiso, B., <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & Ruben, R. (2016). <a href="https://www.tandfonline.com/doi/full/10.1080/00220388.2016.1139693">Transforming Gender Relations through the Market: Smallholder Milk Market Participation and Women`s Intra-household Bargaining Power in Ethiopia </a>. <em class="journal">Journal of Development Studies</em>, 52(7), 1002-1018.</p> <p><a href="https://globaldatalab.org/team/janine/">Huisman, J.</a> & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2015). <a href="https://doi.org/10.1177/2158244015609666">Keeping children in school: Household and district-level determinants of school dropout in 322 districts of 30 developing countries</a>. <em class="journal">Sage Open, October-December</em>, 1-15, <a href="https://doi.org/10.1177/2158244015609666">doi:10.1177/2158244015609666</a>.</p> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & Steendijk, R. (2015). <a href="http://link.springer.com/article/10.1007%2Fs11205-014-0683-x#page-1">The International Wealth Index (IWI)</a>. <em class="journal">Social Indicators Research</em>, 122(1), 65-85.</p> <p>Afeworki, R., <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a>, Tolboom, J. & Van der Ven, A. (2015). <a href="http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0131897">Positive effect of large birth intervals on early childhood hemoglobin levels in Africa is limited to girls: Cross-sectional DHS study</a>. <em class="journal">PLoS ONE, 10(6), 1-14, e0131897</em>.</p> <p>Webbink, E., De Jong, E. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2015). <a href="http://www.palgrave-journals.com/ejdr/journal/v27/n1/abs/ejdr201419a.html">Child labor in Africa and Asia: Household and context determinants of hours worked in paid labor by young children in 16 low-income countries</a>. <em class="journal">European Journal of Development Research</em>, 27, 84-98.</p> <p>Pison, G., Monden, C. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2015). <a href="http://onlinelibrary.wiley.com/doi/10.1111/j.1728-4457.2015.00088.x/epdf">Is the twin-boom in developed countries coming to an end?</a>. <em class="journal">Population and Development Review</em>, 41(4), 629-649.</p> <p>Vyrastekova, J., <a href="https://globaldatalab.org/team/janine/">Huisman, J.</a>, Mosha, I. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2014). <a href="http://dx.plos.org/10.1371/journal.pone.0099952">Gender differences in parental altruism; Evidence from field experiments in Tanzania</a>. <em class="journal">PLoS ONE, 9(6), 1-6 (e99952)</em>.</p> <p>Haverkate, M., <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a>, Meijerink, H. & Van der Ven, A. (2014). <a href="http://jech.bmj.com/content/68/2/116">Socioeconomic determinants of hemoglobin levels of African women are less important in areas with more health facilities: a multilevel analysis</a>. <em class="journal">Journal of Epidemiology and Community Health</em>, 68, 116-122.</p> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & Monden, C. (2014). Length of life inequality. <em class="journal">In Alex C. Michalis (Ed.) Encyclopedia of Quality of Life Research. Springer</em>.</p> <p>Webbink, E., De Jong, E. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2014). <a href="http://www.palgrave-journals.com/ejdr/journal/vaop/ncurrent/abs/ejdr201419a.html">Child labor in Africa and Asia: Household and context determinants of hours worked in paid labor by young children in 16 low-income countries</a>. <em class="journal">European Journal of Development Research</em>.</p> <p>Webbink, E., <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & De Jong, E. (2013). <a href="http://link.springer.com/article/10.1007%2Fs11205-011-9960-0">Household and context determinants of child labor in 221 districts of 18 developing countries</a>. <em class="journal">Social Indicators Research</em>, 110(2), 819-836.</p> <p>Monden, C. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2013). Maternal education reduces sex differentials in under-five mortality in Southern Asia and Sub-Saharan Africa. <em class="journal">International Journal of Epidemiology</em>, 42(1), 211-218.</p> <p>Longwe, A. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2013). The Impact of Family Planning on Primary School Participation in Sub-national Areas within 25 African Countries. <em class="journal">African Journal of Reproductive Health</em>, 17(2), 23-38.</p> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & <a href="https://globaldatalab.org/team/janine/">Huisman, J.</a> (2013). Determinants of educational participation and gender differences in education in six Arab countries. <em class="journal">Acta Sociologica</em>, 56(4), 325-346.</p> <p>Webbink, E., <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & De Jong, E. (2012). Hidden child labour: Determinants of housework and family business work of children in 16 developing countries. <em class="journal">World Development</em>, 40(3), 631-642.</p> <p>Longwe, A. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2012). Reproductive Health Outcomes and School Enrollment in Sub-Saharan Africa. <em class="journal">Studies in Family Planning</em>, 43(2), 127-134.</p> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & Monden, C. (2012). Taller Indian women are more successful at the marriage market. <em class="journal">American Journal of Human Biology</em>, 24(4), 473-478.</p> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & Steendijk, R. (2011). The International Wealth Index (IWI). <em class="journal">NiCE Working Paper 12-107. Nijmegen Center for Economics</em>.</p> <p>Vranken, M., <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & De Jong, E. (2011). Effects of IMF programs on school enrollment in developing countries. <em class="journal">NiCE Working Paper 11-101</em>.</p> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & Monden, C. (2011). <a href="http://dx.plos.org/10.1371/journal.pone.0025239">Twinning Across the Developing World</a>. <em class="journal">PLoS ONE, 6(9), 1-5 (e25239)</em>.</p> <p><a href="https://globaldatalab.org/team/janine/">Huisman, J.</a>, Rani, U. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2010). School characteristics, socio-economic status and culture as determinants of primary school enrolment in India. <em class="journal">NiCE Working Paper 10-109</em>.</p> <p>Spierings, N., <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & Verloo, M. (2010). Micro and macro-level determinants of women's employment in six Arab countries. <em class="journal">Journal of Marriage and Family</em>, 72, 1391-1407.</p> <p><a href="https://globaldatalab.org/team/janine/">Huisman, J.</a> & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2009). Effects of household and district-level factors on primary school enrollment in 30 developing countries. <em class="journal">World Development</em>, 37(1), 179-193.</p> <p>Spierings, N., <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & Verloo, M. (2009). <a href="http://www.springerlink.com/content/g148g27166278434/fulltext.pdf">On the compatibility of Islam and gender equality: Effects of modernization, State Islamization, and democracy on women's labor market participation in 45 Muslim countries</a>. <em class="journal">Social Indicators Research</em>, 90, 503-521.</p> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & Monden, C. (2009). Length of Life Inequality Around the Globe. <em class="journal">Social Science and Medicine</em>, 68, 1114-1123.</p> <p>Monden, C. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2009). Maternal height and child mortality in 42 developing countries. <em class="journal">American Journal of Human Biology</em>, 21, 305-311.</p> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & Park, H. (2009). Five decades of educational assortative marriage in ten East Asian societies. <em class="journal">Social Forces</em>, 88(1), 227-256.</p> <p>G眉nd眉z-Hosg枚r, A. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2008). Variation in Labor Market Participation of Married Women in Turkey. <em class="journal">Women's Studies International Forum</em>, 31, 104-117.</p> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a>, <a href="https://globaldatalab.org/team/janine/">Huisman, J.</a> & Kruijff, K. (2008). <a href="http://unesdoc.unesco.org/images/0017/001787/178702e.pdf">Home language and education in the developing world</a>. <em class="journal">Global Monitoring Report 2009</em>. Commissioned study for the Education for All (EFA): "Overcoming inequality: Why governance matters".</p> <p>G眉nd眉z-Hosg枚r, A. & <a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> (2007). <a href="https://jeroensmits.info/assets/2007/01/Gunduz-Hosgor-SmitsRuralWomenTurkey.pdf">The status of rural women in Turkey: What is the role of regional differences</a>. <em class="journal">In Valentine Moghadam (ed.) Empowering women: Participation, rights and women's movements in the Middle East, North Africa, and South Asia. Syracuse: Syracuse University Press</em>.</p> <p><a href="https://globaldatalab.org/team/jeroen/">Smits, J.</a> & G眉nd眉z-Hosg枚r, A. (2006). Effects of family background characteristics on educational participation in Turkey. <em class="journal">International Journal of Educational Development</em>, 26, 545-560.</p> </div> </div>  <nav id="bottomNav" style="--bs-breadcrumb-divider: '>';" aria-label="Breadcrumbs"> <div class="container"> <ol class="breadcrumb"> <li class="breadcrumb-item"><a href="https://globaldatalab.org/"><i class="bi bi-house-door-fill"></i> Global Data Lab</a></li> </ol> </div> </nav>  <footer> <div class="container pt-5 pb-3"> <div class="row border-bottom pb-4 d-none d-lg-flex"> <div class="col-2"> <h5>Instruments</h5> <ul class="nav flex-column"> <li class="nav-item mb-2"><a href="https://globaldatalab.org/areadata/" class="nav-link p-0">Area Database</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/shdi/" class="nav-link p-0">Human Development</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/geos/" class="nav-link p-0">Geospatial Data</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/c-cid/" class="nav-link p-0">Climate Cooperation</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/gvi/" class="nav-link p-0">GDL Vulnerability Index</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/iwi/" class="nav-link p-0">Wealth Index</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/sdgs/" class="nav-link p-0">SDG Dashboard</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/scd/" class="nav-link p-0">Subnational Corruption</a></li> </ul> </div> <div class="col-2"> <h5>About</h5> <ul class="nav flex-column"> <li class="nav-item mb-2"><a href="https://globaldatalab.org/about/mission/" class="nav-link p-0">Mission</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/about/history/" class="nav-link p-0">History</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/methods/" class="nav-link p-0">Methods</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/team/" class="nav-link p-0">Team</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/students/research/" class="nav-link p-0">Students</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/contact/" class="nav-link p-0">Contact</a></li> </ul> </div> <div class="col-2"> <h5>Other</h5> <ul class="nav flex-column"> <li class="nav-item mb-2"><a href="https://globaldatalab.org" class="nav-link p-0">Publications</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/news/" class="nav-link p-0">News Archive</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/privacypolicy/" class="nav-link p-0">Privacy Policy</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/termsofuse/" class="nav-link p-0">Terms of use</a></li> <li class="nav-item mb-2"><a href="https://globaldatalab.org/login/" class="nav-link p-0">Log in</a></li> </ul> </div> <div class="col-lg-4 offset-lg-2"> <form action="https://globaldatalab.org/newsletter/" method="get" class="d-none d-lg-block"> <h5>Subscribe to our newsletter</h5> <div class="d-flex w-100 gap-2"> <label for="email" class="visually-hidden">Email address</label> <input name="email" id="email" type="text" class="form-control" placeholder="Email address"> <button class="btn btn-primary" type="submit">Subscribe</button> </div> </form> <ul class="list-unstyled d-flex fs-4 mt-lg-4 justify-content-end"> <li class="ms-3"><a href="https://www.linkedin.com/company/global-data-lab/" title="LinkedIn"><i class="bi bi-linkedin"></i></a></li> <li class="ms-3"><a href="https://twitter.com/globaldatalab/" title="Twitter"><i class="bi bi-twitter"></i></a></li> <li class="ms-3"><a href="https://www.youtube.com/channel/UCzvqQcbDwKnbwheNKeSKe8Q" title="YouTube"><i class="bi bi-youtube"></i></a></li> </ul> </div> </div> <div class="d-lg-flex justify-content-between mt-lg-3"> <p class="lh-lg text-center text-lg-start mt-lg-3"> 漏 2013-2024 Global Data Lab. 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