{"id":4085,"date":"2022-02-08T10:12:23","date_gmt":"2022-02-08T10:12:23","guid":{"rendered":"https:\/\/www.unhcr.org\/blogs\/?p=4085"},"modified":"2023-03-27T14:53:47","modified_gmt":"2023-03-27T14:53:47","slug":"2021-for-unhcrs-microdata-library-what-did-we-achieve","status":"publish","type":"post","link":"https:\/\/www.unhcr.org\/blogs\/2021-for-unhcrs-microdata-library-what-did-we-achieve\/","title":{"rendered":"2021 for UNHCR\u2019s Microdata Library: What did we achieve?"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;0px|||||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; min_height=&#8221;59.6px&#8221; custom_padding=&#8221;||0px|||&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.20.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;-28px|||||&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>By <span data-contrast=\"auto\" xml:lang=\"EN-US\" lang=\"EN-US\" class=\"TextRun SCXW45027723 BCX0\"><span class=\"NormalTextRun SCXW45027723 BCX0\"><a href=\"https:\/\/www.unhcr.org\/blogs\/blog-authors\/andrea-pellandra\/\">Andrea Pellandra<\/a> and <a href=\"https:\/\/www.unhcr.org\/blogs\/blog-authors\/sofia-sacks-ferrari\/\">Sofia Sacks<\/a><\/span><a href=\"https:\/\/www.unhcr.org\/blogs\/blog-authors\/sofia-sacks-ferrari\/\"><span class=\"NormalTextRun SCXW45027723 BCX0\"> <\/span><\/a><span class=\"NormalTextRun SCXW45027723 BCX0\"><a href=\"https:\/\/www.unhcr.org\/blogs\/blog-authors\/sofia-sacks-ferrari\/\">Ferrari,<\/a> Global Data Service<\/span><\/span><span data-contrast=\"auto\" xml:lang=\"EN-US\" lang=\"EN-US\" class=\"TextRun SCXW45027723 BCX0\"><span class=\"NormalTextRun SCXW45027723 BCX0\"><\/span><\/span><\/p>\n<p><span data-contrast=\"auto\" xml:lang=\"EN-US\" lang=\"EN-US\" class=\"TextRun SCXW45027723 BCX0\"><span class=\"NormalTextRun SCXW45027723 BCX0\"><\/span><\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;0px||0px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/www.unhcr.org\/blogs\/wp-content\/uploads\/sites\/48\/2022\/02\/RF1199616_BC_65-scaled.jpg&#8221; title_text=&#8221;Bangladesh. Rohingya refugees receive health and nutrition support in the health centres in Bhasan Char island.&#8221; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; min_height=&#8221;82.2px&#8221; custom_margin=&#8221;|auto|-54px|auto||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;-2px|||||&#8221; global_colors_info=&#8221;{}&#8221;]\u00a9 UNHCR\/Amos Halder: Bangladesh. Rohingya refugees receive health and nutrition support in the health centres in Bhasan Char island. [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;60px|auto|-555px|auto||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; min_height=&#8221;2254px&#8221; custom_margin=&#8221;-51px||-1627px|||&#8221; custom_padding=&#8221;30px|||||&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span data-contrast=\"auto\">The health, protection, and socio-economic crises caused by COVID-19 has continued to disproportionally affect the forcibly displaced in 2021, making the need for timely and accurate data to devise appropriate responses as relevant as ever. While huge data gaps still exist, UNHCR and its partner organizations have continued to collect data remotely, through telephone surveys, self-directed surveys, or key informant interviews, many of which have been made available in <\/span><a href=\"https:\/\/microdata.unhcr.org\/index.php\/home\"><b><span data-contrast=\"none\">UNHCR\u2019s Microdata Library<\/span><\/b><\/a><b><span data-contrast=\"auto\"> (MDL)<\/span><\/b><span data-contrast=\"auto\">, the<\/span><span data-contrast=\"auto\"> institutional secure online data repository providing access to anonymous microdata on forcibly displaced and stateless persons and their host communities.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The year 2021 set a milestone for the Microdata Library, which in its second year of existence saw the number of datasets made publicly available for licensed and open access increase fourfold (from 99 to 399). The series on the socio-economic assessment of the effects of COVID-19 on the displaced populations now comprise <\/span><a href=\"https:\/\/microdata.unhcr.org\/index.php\/catalog?sk=covid&amp;search=\"><span data-contrast=\"none\">12 countries<\/span><\/a><span data-contrast=\"auto\">, including longitudinal studies in Kenya and Lebanon. Modules on the effects of COVID-19 are included in <\/span><a href=\"https:\/\/microdata.unhcr.org\/index.php\/catalog?view=s&amp;ps=&amp;page=1&amp;repo=central&amp;repo_ref=&amp;sid=&amp;_r=&amp;sk=high+frequency&amp;vk=&amp;search=search&amp;from=1991&amp;to=2021#_r=&amp;collection=&amp;country=&amp;dtype=3&amp;from=1991&amp;page=2&amp;ps=&amp;sid=&amp;sk=&amp;sort_by=nation&amp;sort_order=&amp;to=2021&amp;topic=&amp;view=s&amp;vk=\"><span data-contrast=\"none\">the 27 datasets<\/span><\/a> <span data-contrast=\"none\">collected<\/span><span data-contrast=\"auto\"> with the High Frequency Survey (HFS), the new regional data collection tool and methodology launched in the Americas, as well as the <\/span><a href=\"https:\/\/microdata.unhcr.org\/index.php\/catalog?view=s&amp;ps=&amp;page=1&amp;repo=central&amp;repo_ref=&amp;sid=&amp;_r=&amp;sk=effects&amp;vk=&amp;search=search&amp;from=1991&amp;to=2021#_r=&amp;collection=&amp;country=120&amp;dtype=&amp;from=1991&amp;page=1&amp;ps=&amp;sid=&amp;sk=&amp;sort_by=nation&amp;sort_order=&amp;to=2021&amp;topic=&amp;view=s&amp;vk=\"><span data-contrast=\"none\">COVID-19 refugee monitoring in Lebanon<\/span><\/a><span data-contrast=\"auto\">, post-distribution monitoring tools in the Asia-Pacific region, market assessments and socioeconomic monitoring in Middle East and Northern Africa , West Africa and East and Horn of Africa regions, and evictions monitoring in the Americas.\u00a0\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The MDL now also features series of <\/span><a href=\"https:\/\/microdata.unhcr.org\/index.php\/catalog?view=s&amp;ps=&amp;page=1&amp;repo=central&amp;repo_ref=&amp;sid=&amp;_r=&amp;sk=cbi&amp;vk=&amp;search=search&amp;from=1991&amp;to=2021&amp;dtype%5B%5D=3#_r=&amp;collection=&amp;country=&amp;dtype=3&amp;from=1991&amp;page=2&amp;ps=&amp;sid=&amp;sk=&amp;sort_by=nation&amp;sort_order=&amp;to=2021&amp;topic=&amp;view=s&amp;vk=\"><span data-contrast=\"none\">cash-based intervention evaluation<\/span><\/a><span data-contrast=\"auto\"> surveys from 23 countries; <\/span><a href=\"https:\/\/microdata.unhcr.org\/index.php\/catalog?view=s&amp;ps=&amp;page=1&amp;repo=central&amp;repo_ref=&amp;sid=&amp;_r=&amp;sk=expanded&amp;vk=&amp;search=search&amp;from=1991&amp;to=2021\"><span data-contrast=\"none\">Standardized Expanded Nutrition Surveys (SENS) from 8 countries<\/span><\/a><span data-contrast=\"auto\">; <\/span><a href=\"https:\/\/microdata.unhcr.org\/index.php\/catalog?view=s&amp;ps=&amp;page=1&amp;repo=central&amp;repo_ref=&amp;sid=&amp;_r=&amp;sk=kap&amp;vk=&amp;search=search&amp;from=1991&amp;to=2021&amp;dtype%5B%5D=3#_r=&amp;collection=&amp;country=&amp;dtype=3&amp;from=1991&amp;page=2&amp;ps=&amp;sid=&amp;sk=&amp;sort_by=nation&amp;sort_order=&amp;to=2021&amp;topic=&amp;view=s&amp;vk=\"><span data-contrast=\"none\">WASH KAP surveys from 6 countries<\/span><\/a><span data-contrast=\"auto\">, and the series of the <\/span><a href=\"https:\/\/microdata.unhcr.org\/index.php\/catalog?view=s&amp;ps=&amp;page=1&amp;repo=central&amp;repo_ref=&amp;sid=&amp;_r=&amp;sk=syrian&amp;vk=&amp;search=search&amp;from=1991&amp;to=2021&amp;dtype%5B%5D=3#_r=&amp;collection=&amp;country=&amp;dtype=3&amp;from=1991&amp;page=2&amp;ps=&amp;sid=&amp;sk=&amp;sort_by=nation&amp;sort_order=&amp;to=2021&amp;topic=&amp;view=s&amp;vk=\"><span data-contrast=\"none\">Vulnerability Assessment of Syrian Refugees in Lebanon (VASYR)<\/span><\/a><span data-contrast=\"auto\"> from 2016 to 2021. Data on internally displaced people (IDPs) is available for 9 countries. The number of countries for which data is available increased twofold (from 39 to 84), covering all UNHCR regions (see Figure 1).<\/span><span data-contrast=\"auto\"><\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 19px;\"><\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/www.unhcr.org\/blogs\/wp-content\/uploads\/sites\/48\/2022\/02\/Capture.png&#8221; title_text=&#8221;Capture&#8221; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; min_height=&#8221;550px&#8221; border_width_all=&#8221;1px&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;0px|||||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; min_height=&#8221;59.2px&#8221; custom_padding=&#8221;0px|||||&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: center;\"><em><span data-contrast=\"auto\" xml:lang=\"EN-US\" lang=\"EN-US\" class=\"TextRun SCXW69779635 BCX0\"><span class=\"NormalTextRun SCXW69779635 BCX0\" data-ccp-parastyle=\"caption\">Figure <\/span><\/span><span class=\"FieldRange SCXW69779635 BCX0\"><span data-contrast=\"auto\" xml:lang=\"EN-US\" lang=\"EN-US\" class=\"TextRun SCXW69779635 BCX0\"><span class=\"NormalTextRun SCXW69779635 BCX0\" data-ccp-parastyle=\"caption\">1<\/span><\/span><\/span><span data-contrast=\"auto\" xml:lang=\"EN-US\" lang=\"EN-US\" class=\"TextRun SCXW69779635 BCX0\"><span class=\"NormalTextRun SCXW69779635 BCX0\" data-ccp-parastyle=\"caption\">: Number of datasets available by region by year<\/span><\/span><span class=\"EOP SCXW69779635 BCX0\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559739&quot;:200,&quot;335559740&quot;:240}\">\u00a0<\/span><\/em><\/p>\n<p><span data-contrast=\"auto\">The past year also marked the strengthening of the MDL\u2019s collaboration with other institutions to facilitate the discovery of data on UNHCR\u2019s persons of concern. In order to do this, UNHCR furthered its partnership with The World Bank\u2019s Microdata Library and OCHA\u2019s HDX to ensure that relevant data and metadata is interoperable and available from either of these catalogues, no matter the platform from which they are accessed. Additionally, the MDL Curation Team worked with several other data repositories and National Statistical Offices, think tanks, and universities to feature data relevant to UNHCR\u2019s persons of concern in the Microdata Library. For example, the <\/span><a href=\"https:\/\/microdata.unhcr.org\/index.php\/catalog\/387\"><span data-contrast=\"none\">Cox\u2019s Bazar Panel Survey<\/span><\/a><span data-contrast=\"auto\"> conducted by the <\/span><a href=\"https:\/\/www.poverty-action.org\/country\/bangladesh\"><span data-contrast=\"none\">Innovations for Poverty Action<\/span><\/a><span data-contrast=\"auto\"> group is available through the MDL, as is the <\/span><a href=\"https:\/\/microdata.unhcr.org\/index.php\/catalog\/437\"><span data-contrast=\"none\">Survey Directed to the Venezuelan Population Residing in Peru<\/span><\/a><span data-contrast=\"auto\">, conducted by the <\/span><a href=\"https:\/\/www.inei.gob.pe\/\"><span data-contrast=\"none\">National Statistics and Informatics Institute<\/span><\/a><span data-contrast=\"auto\">.\u00a0\u00a0\u00a0\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The effort to reach out to a wider audience was reflected in the expanding user base and the research which was generated using the data contained in the Microdata Library. The number of users accessing data from the MDL tripled in 2021 in comparison to the previous year, and the number of users requesting data doubled, reaching almost 800 licensed requests. Metadata, reports and questionnaires have been downloaded over 210,000 times throughout the year. In 2021, <\/span><a href=\"https:\/\/microdata.unhcr.org\/index.php\/citations\/?collection=central&amp;offset=30\"><span data-contrast=\"none\">20 academic articles<\/span><\/a><span data-contrast=\"auto\"> covering a wide variety of topics were published using data available in UNHCR\u2019s Microdata Library. These ranged from a simulation of COVID-19 contagiousness in a camp context in Bangladesh\u2019s Cox\u2019s Bazaar; to a study on the likelihood of Syrian refugee returns from Lebanon, the impact of child marriages in the Rohingya community in Bangladesh, and analyses of the risks faced by Venezuelans in border regions of Colombia and the community\u2019s response.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">These outcomes are the result of continuous collaborative work with data providers in UNHCR country offices, partners, colleagues in the regional bureaus as well as technical teams and support at the global level. It is hoped that this collaboration will be further strengthened by the issuance of the forthcoming <\/span><i><span data-contrast=\"auto\">Administrative Instructions for Curation Standards and Procedures for Personal Microdata of Persons of Concern to UNHCR<\/span><\/i><span data-contrast=\"auto\">, an internal document which will institutionalize the curation of personal microdata of persons of concern within UNHCR, and establish the required standards, procedures and associated roles and responsibilities within the organization. Additionally, communication and training activities to promote responsible data sharing, and encourage the use of the disseminated data will continue in 2022 to reach even wider audienc<\/span><span data-contrast=\"auto\" style=\"font-size: 19px;\">es.\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\"><span data-contrast=\"auto\" style=\"font-size: 19px;\">The Microdata Library is funded with the support of the <a href=\"https:\/\/www.jointdatacenter.org\/\">World Bank-UNHCR Joint Data Center for Forced D<\/a><\/span><a href=\"https:\/\/www.jointdatacenter.org\/\"><span style=\"background-color: #ffffff; font-size: 19px;\">isplacement<\/span><\/a><span data-contrast=\"auto\" style=\"font-size: 19px;\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\" style=\"font-size: 19px;\">\u00a0<\/span>Visit <\/span><a href=\"https:\/\/microdata.unhcr.org\/index.php\/newsletter\"><span data-contrast=\"none\">UNHCR\u2019s Microdata Library<\/span><\/a><span data-contrast=\"auto\"> and stay in touch by subscribing to our newsletter.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Please take 5 minutes to fill out our\u202f<\/span><a href=\"https:\/\/eur02.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fnews.e-unhcr.org%2Foptiext%2Foptiextension.dll%3FID%3D8EF8yZ4hVZ9OOaQxaClZ0bHXIsu0q0GLUu7zZdn73UvxkefS1nS6mf%252BHHyABuMnUMnrPU5zwg4ZN4LDN7yOA8IZ%252BLC605&amp;data=04%7C01%7Cpellandr%40unhcr.org%7C3246eb8d8d014f24827b08d9db3f7b34%7Ce5c37981666441348a0c6543d2af80be%7C0%7C0%7C637781887990015602%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&amp;sdata=ZI9W4cXyU1XljjhR2UQHaTW45%2BEhT5PYfUixvh5z1iY%3D&amp;reserved=0\"><span data-contrast=\"none\">user survey &gt;&gt;<\/span><\/a><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>By Andrea Pellandra and Sofia Sacks Ferrari, Global Data Service \u00a9 UNHCR\/Amos Halder: Bangladesh. Rohingya refugees receive health and nutrition support in the health centres in Bhasan Char island. The health, protection, and socio-economic crises caused by COVID-19 has continued to disproportionally affect the forcibly displaced in 2021, making the need for timely and accurate [&hellip;]<\/p>\n","protected":false},"author":143,"featured_media":4103,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[8,507,21,1],"tags":[521],"class_list":["post-4085","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data","category-data-and-evidence","category-data-and-statistics","category-uncategorized","tag-refugee-data"],"_links":{"self":[{"href":"https:\/\/www.unhcr.org\/blogs\/wp-json\/wp\/v2\/posts\/4085","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.unhcr.org\/blogs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.unhcr.org\/blogs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.unhcr.org\/blogs\/wp-json\/wp\/v2\/users\/143"}],"replies":[{"embeddable":true,"href":"https:\/\/www.unhcr.org\/blogs\/wp-json\/wp\/v2\/comments?post=4085"}],"version-history":[{"count":17,"href":"https:\/\/www.unhcr.org\/blogs\/wp-json\/wp\/v2\/posts\/4085\/revisions"}],"predecessor-version":[{"id":6149,"href":"https:\/\/www.unhcr.org\/blogs\/wp-json\/wp\/v2\/posts\/4085\/revisions\/6149"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.unhcr.org\/blogs\/wp-json\/wp\/v2\/media\/4103"}],"wp:attachment":[{"href":"https:\/\/www.unhcr.org\/blogs\/wp-json\/wp\/v2\/media?parent=4085"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.unhcr.org\/blogs\/wp-json\/wp\/v2\/categories?post=4085"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.unhcr.org\/blogs\/wp-json\/wp\/v2\/tags?post=4085"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}