{"id":4072,"date":"2025-06-19T13:00:29","date_gmt":"2025-06-19T11:00:29","guid":{"rendered":"https:\/\/dataverse.lv\/handling-sensitive-data-in-the-data-lifecycle\/"},"modified":"2026-02-16T13:12:03","modified_gmt":"2026-02-16T11:12:03","slug":"handling-sensitive-data-in-the-data-lifecycle","status":"publish","type":"page","link":"https:\/\/dataverse.lv\/en\/handling-sensitive-data-in-the-data-lifecycle\/","title":{"rendered":"Handling sensitive data in the data lifecycle"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling fusion-no-small-visibility\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-right:30px;--awb-padding-left:30px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row 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class=\"awb-menu__sub-a\"><span>Adding noise<\/span><\/a><\/li><li  id=\"menu-item-1929\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1929 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/anonimizacijas-riki-un-to-lietojums\/\" class=\"awb-menu__sub-a\"><span>Anonymisation tools and their use<\/span><\/a><\/li><\/ul><\/li><\/ul><\/li><li  id=\"menu-item-1829\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-1829 awb-menu__li awb-menu__main-li awb-menu__main-li_regular\"  data-item-id=\"1829\"><span class=\"awb-menu__main-background-default awb-menu__main-background-default_fade\"><\/span><span class=\"awb-menu__main-background-active awb-menu__main-background-active_fade\"><\/span><a  href=\"https:\/\/dataverse.lv\/datu-ilgetrmina-saglabasana-un-kopigosana\/\" class=\"awb-menu__main-a awb-menu__main-a_regular\"><span class=\"menu-text\">Long-term data preservation and 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awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/repozitoriju-veidi\/\" class=\"awb-menu__sub-a\"><span>Types of repositories<\/span><\/a><\/li><li  id=\"menu-item-1821\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1821 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/repozitorija-izvele\/\" class=\"awb-menu__sub-a\"><span>Choosing a repository<\/span><\/a><\/li><\/ul><\/li><li  id=\"menu-item-1820\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1820 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/autortiesibas-un-licences\/\" class=\"awb-menu__sub-a\"><span>Copyright and licences<\/span><\/a><\/li><li  id=\"menu-item-1819\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1819 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/pastavigie-identifikatori\/\" class=\"awb-menu__sub-a\"><span>Permanent identifiers<\/span><\/a><\/li><li  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awb-menu__open-nav-submenu_click awb-menu__open-nav-submenu_main awb-menu__open-nav-submenu_needs-spacing\"><\/button><ul class=\"awb-menu__sub-ul awb-menu__sub-ul_main\"><li  id=\"menu-item-1816\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1816 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/datu-kopas-meklesana\/\" class=\"awb-menu__sub-a\"><span>Searching for datasets<\/span><\/a><\/li><li  id=\"menu-item-1815\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1815 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/sekundaro-datu-izmantosana-petnieciba\/\" class=\"awb-menu__sub-a\"><span>Using secondary data in research<\/span><\/a><\/li><li  id=\"menu-item-1814\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1814 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/datu-kopu-citesana\/\" class=\"awb-menu__sub-a\"><span>Citing datasets<\/span><\/a><\/li><\/ul><\/li><li  id=\"menu-item-2632\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-2632 awb-menu__li awb-menu__main-li awb-menu__main-li_regular\"  data-item-id=\"2632\"><span class=\"awb-menu__main-background-default awb-menu__main-background-default_fade\"><\/span><span class=\"awb-menu__main-background-active awb-menu__main-background-active_fade\"><\/span><a  href=\"https:\/\/dataverse.lv\/palidziba-petniecibas-datu-parvaldiba\/\" class=\"awb-menu__main-a awb-menu__main-a_regular\"><span class=\"menu-text\">Assistance with research data management<\/span><\/a><button type=\"button\" aria-label=\"Open submenu of Assistance with research data management\" aria-expanded=\"false\" class=\"awb-menu__open-nav-submenu_mobile awb-menu__open-nav-submenu_click awb-menu__open-nav-submenu_main awb-menu__open-nav-submenu_needs-spacing\"><\/button><ul class=\"awb-menu__sub-ul awb-menu__sub-ul_main\"><li  id=\"menu-item-2622\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-2622 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/biezak-uzdotie-jautajumi-buj-par-petniecibas-datu-parvaldibu\/\" class=\"awb-menu__sub-a\"><span>Frequently asked questions (FAQs) on research data management<\/span><\/a><button type=\"button\" aria-label=\"Open submenu of Frequently asked questions (FAQs) on research data management\" aria-expanded=\"false\" class=\"awb-menu__open-nav-submenu_mobile awb-menu__open-nav-submenu_click awb-menu__open-nav-submenu_sub\"><\/button><ul class=\"awb-menu__sub-ul awb-menu__sub-ul_grand\"><li  id=\"menu-item-2631\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2631 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/datu-parvaldibas-pamatjedzieni\/\" class=\"awb-menu__sub-a\"><span>Basic concepts of data governance<\/span><\/a><\/li><li  id=\"menu-item-2630\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2630 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/datu-parvaldibas-plans-dppbuj\/\" class=\"awb-menu__sub-a\"><span>Data Management Plan (DMP)(FAQ)<\/span><\/a><\/li><li  id=\"menu-item-2629\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2629 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/platforma-argos\/\" class=\"awb-menu__sub-a\"><span>Argos Platform<\/span><\/a><\/li><li  id=\"menu-item-2628\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2628 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/datu-struktura-un-apraksts\/\" class=\"awb-menu__sub-a\"><span>Data structure and description<\/span><\/a><\/li><li  id=\"menu-item-2627\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2627 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/datu-publicesana-un-deponesana\/\" class=\"awb-menu__sub-a\"><span>Publication and deposit of data<\/span><\/a><\/li><li  id=\"menu-item-2626\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2626 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/tehniskie-un-praktiskie-aspekti\/\" class=\"awb-menu__sub-a\"><span>Technical and practical aspects<\/span><\/a><\/li><li  id=\"menu-item-2625\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2625 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/juridiskie-un-etiskie-aspekti\/\" class=\"awb-menu__sub-a\"><span>Legal and ethical aspects<\/span><\/a><\/li><\/ul><\/li><li  id=\"menu-item-2624\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2624 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/petniecibas-datu-parvaldibas-terminu-glosarijs\/\" class=\"awb-menu__sub-a\"><span>Glossary<\/span><\/a><\/li><li  id=\"menu-item-2623\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2623 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/datu-kuratoru-pakalpojumi\/\" class=\"awb-menu__sub-a\"><span>Data curation services<\/span><\/a><\/li><li  id=\"menu-item-4337\"  class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4337 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/papildus-resursi-datu-parvaldiba\/\" class=\"awb-menu__sub-a\"><span>Sources of information<\/span><\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_3_4 3_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:75%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.56%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.56%;--awb-width-medium:75%;--awb-order-medium:0;--awb-spacing-right-medium:2.56%;--awb-spacing-left-medium:2.56%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1 fusion-text-no-margin\"><h2><span class=\"TextRun SCXW96088755 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW96088755 BCX8\" data-ccp-parastyle=\"heading 2\">Handling sensitive data throughout the data lifecycle<\/span><\/span><\/h2>\n<\/div><div class=\"fusion-text fusion-text-2 fusion-text-no-margin\" style=\"--awb-text-font-family:&quot;Outfit&quot;;--awb-text-font-style:normal;--awb-text-font-weight:800;\"><h5><span class=\"TextRun SCXW234833017 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW234833017 BCX8\">Pseudonymised data is subject to stricter data security requirements, so it is recommended to assess at each stage of the sensitive data lifecycle whether it would be feasible to use anonymised data.<\/span><\/span><span class=\"EOP SCXW234833017 BCX8\" data-ccp-props=\"\"> <\/span><\/h5>\n<\/div><div class=\"fusion-text fusion-text-3 fusion-text-no-margin\" style=\"--awb-text-font-family:&quot;Outfit&quot;;--awb-text-font-style:normal;--awb-text-font-weight:800;\"><h4><span class=\"TextRun MacChromeBold SCXW17378119 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW17378119 BCX8\">Important aspects in handling sensitive data<\/span><\/span><span class=\"EOP SCXW17378119 BCX8\" data-ccp-props=\"\"> <\/span><\/h4>\n<\/div>\n<div class=\"table-1\" style=\"--awb-margin-bottom:20px;\">\n<table width=\"100%\">\n<thead>\n<tr>\n<th align=\"left\"><\/th>\n<th align=\"left\"><span class=\"TextRun MacChromeBold SCXW116338752 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW116338752 BCX8\">Pseudonymisation<\/span><\/span><span class=\"EOP SCXW116338752 BCX8\" data-ccp-props=\"{\"> <\/span><\/th>\n<th align=\"left\"><span class=\"TextRun MacChromeBold SCXW200588130 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW200588130 BCX8\">Anonymisation<\/span><\/span><span class=\"EOP SCXW200588130 BCX8\" data-ccp-props=\"{\"> <\/span><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td align=\"left\"><span class=\"TextRun MacChromeBold SCXW118517257 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW118517257 BCX8\">Data collection and input<\/span><\/span><span class=\"TextRun SCXW118517257 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW118517257 BCX8\"> <\/span><\/span><span class=\"EOP SCXW118517257 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW47947204 BCX8\" lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW47947204 BCX8\">Allows you to stay connected to your identity while protecting your data.<\/span><\/span><span class=\"EOP SCXW47947204 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW68720476 BCX8\" lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW68720476 BCX8\">Not applicable to all types of research, as anonymising data at this stage removes the possibility of later linking it to a specific person. <\/span><\/span><span class=\"EOP SCXW68720476 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><span class=\"TextRun MacChromeBold SCXW42385853 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW42385853 BCX8\">Data storage<\/span><\/span><span class=\"TextRun SCXW42385853 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW42385853 BCX8\"> <\/span><\/span><span class=\"EOP SCXW42385853 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW82043658 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW82043658 BCX8\">Reduces risks in the event of a data breach, while maintaining the link to a specific person.<\/span><\/span><span class=\"EOP SCXW82043658 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW141928489 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW141928489 BCX8\">Only suitable for data that no longer requires an identity link. For example, to avoid repeated collection of data on the same person, data are linked to the data subject at the data collection stage and anonymised at subsequent stages.   <\/span><\/span><span class=\"EOP SCXW141928489 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><span class=\"TextRun MacChromeBold SCXW172415688 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW172415688 BCX8\">Data processing and analysis<\/span><\/span><span class=\"TextRun SCXW172415688 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW172415688 BCX8\"> <\/span><\/span><span class=\"EOP SCXW172415688 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW83425312 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW83425312 BCX8\">Particularly suitable when you need to track data from the same person over a longer period of time or from different data sources. <\/span><\/span><span class=\"EOP SCXW83425312 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW115950614 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW115950614 BCX8\">Suitable when only aggregate statistics or trends are needed, without a link to identity. <\/span><\/span><span class=\"EOP SCXW115950614 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><span class=\"TextRun MacChromeBold SCXW185674648 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW185674648 BCX8\">Sharing data with third parties<\/span><\/span><span class=\"TextRun SCXW185674648 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW185674648 BCX8\"> <\/span><\/span><span class=\"EOP SCXW185674648 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW143856009 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW143856009 BCX8\">Can only be used in the case of a contract with a business partner that strictly specifies the permitted data activities. <\/span><\/span><span class=\"EOP SCXW143856009 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW190369391 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW190369391 BCX8\">Universally applicable as it reduces risks and legal obligations. <\/span><\/span><span class=\"EOP SCXW190369391 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><span class=\"TextRun MacChromeBold SCXW194210127 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW194210127 BCX8\">Data publication<\/span><\/span><span class=\"TextRun SCXW194210127 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW194210127 BCX8\"> <\/span><\/span><span class=\"EOP SCXW194210127 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW71121505 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW71121505 BCX8\">Only applicable in certain cases, as there is a high risk of identity restoration (or de-anonymisation). <\/span><\/span><span class=\"TextRun MacChromeBold SCXW71121505 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW71121505 BCX8\">Only possible if the data subject has given consent <\/span><\/span><span class=\"TextRun SCXW71121505 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW71121505 BCX8\">to the disclosure of pseudonymised personal data.<\/span><\/span><span class=\"EOP SCXW71121505 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW187967649 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW187967649 BCX8\">A secure way to publicly disclose data.<\/span><\/span><span class=\"EOP SCXW187967649 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><span class=\"TextRun MacChromeBold SCXW201919148 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW201919148 BCX8\">Data re-use<\/span><\/span><span class=\"TextRun SCXW201919148 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW201919148 BCX8\"> <\/span><\/span><span class=\"EOP SCXW201919148 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW208917367 BCX8\" lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW208917367 BCX8\">Only possible if the data subject <\/span><\/span><span class=\"TextRun MacChromeBold SCXW208917367 BCX8\" lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW208917367 BCX8\">has given consent<\/span><\/span> <span class=\"TextRun MacChromeBold SCXW208917367 BCX8\" lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW208917367 BCX8\">to the re-use of pseudonymised personal data <\/span><\/span> <span class=\"TextRun SCXW208917367 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW208917367 BCX8\">and the objectives of the study remain the same. In other cases   <\/span><\/span><span class=\"TextRun MacChromeBold SCXW208917367 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW208917367 BCX8\">obtaining the consent of the participants again<\/span><\/span><span class=\"TextRun SCXW208917367 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW208917367 BCX8\">  before re-using the data. When using any data, you should always take into account   <\/span><\/span><span class=\"TextRun MacChromeBold SCXW208917367 BCX8\" lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW208917367 BCX8\">licences<\/span><\/span><span class=\"TextRun SCXW208917367 BCX8\" lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW208917367 BCX8\"> the restrictions specified. <\/span><\/span> <span class=\"EOP SCXW208917367 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW230542114 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW230542114 BCX8\">No specific restrictions, unless required by the licence.<\/span><\/span><span class=\"EOP SCXW230542114 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"fusion-text fusion-text-4 fusion-text-no-margin\" style=\"--awb-text-font-family:&quot;Outfit&quot;;--awb-text-font-style:normal;--awb-text-font-weight:800;\"><h4><span class=\"TextRun MacChromeBold SCXW116529680 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW116529680 BCX8\">Practical example<\/span><\/span><span class=\"EOP SCXW116529680 BCX8\" data-ccp-props=\"\"> <\/span><\/h4>\n<\/div><div class=\"fusion-text fusion-text-5 fusion-text-no-margin\" style=\"--awb-text-font-family:&quot;Outfit&quot;;--awb-text-font-style:normal;--awb-text-font-weight:800;\"><h5><span data-contrast=\"auto\">Medical study on diabetes<\/span><span data-ccp-props=\"{\"> <\/span><\/h5>\n<ol>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"238\" data-list-defn-props=\"{\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\">\n<h5><b><span data-contrast=\"auto\">Initial data collection<\/span><\/b><span data-contrast=\"auto\">Patient data are <\/span><b><span data-contrast=\"auto\">pseudonymised<\/span><\/b><span data-contrast=\"auto\">by assigning each patient a code (P001, P002), but retaining the possibility to contact patients for further information.<\/span><span data-ccp-props=\"{\"> <\/span><\/h5>\n<\/li>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"238\" data-list-defn-props=\"{\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\">\n<h5><b><span data-contrast=\"auto\">Data analysis during the study<\/span><\/b><span data-contrast=\"auto\">: data remain <\/span><b><span data-contrast=\"auto\">pseudonymised<\/span><\/b><span data-contrast=\"auto\">to track the progress of each patient.<\/span><span data-ccp-props=\"{\"> <\/span><\/h5>\n<\/li>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"238\" data-list-defn-props=\"{\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\">\n<h5><b><span data-contrast=\"auto\">Sharing data with other researchers<\/span><\/b><span data-contrast=\"auto\">: data are <\/span><b><span data-contrast=\"auto\">anonymised<\/span><\/b><span data-contrast=\"auto\">to prevent other researchers from identifying patients.<\/span><span data-ccp-props=\"{\"> <\/span><\/h5>\n<\/li>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"238\" data-list-defn-props=\"{\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\">\n<h5><b><span data-contrast=\"auto\">Publication of study results<\/span><\/b><span data-contrast=\"auto\">: are published <\/span><b><span data-contrast=\"auto\">anonymised <\/span><\/b><span data-contrast=\"auto\">data without the possibility to identify specific patients.<\/span><span data-ccp-props=\"{\"> <\/span><\/h5>\n<\/li>\n<\/ol>\n<h5><span data-contrast=\"auto\">This example illustrates how both methods can be used at different stages of the data lifecycle, depending on the specific needs and risks. Similarly, different researchers may have access to different datasets depending on their needs. <\/span><span data-ccp-props=\"{\"> <\/span><\/h5>\n<h5><span data-contrast=\"auto\">The following will describe in more detail how to implement pseudonymisation and anonymisation.  <\/span><span data-ccp-props=\"{\"> <\/span><\/h5>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_4 1_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:0px;--awb-spacing-right-large:7.68%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:7.68%;--awb-width-medium:25%;--awb-order-medium:0;--awb-spacing-right-medium:7.68%;--awb-spacing-left-medium:7.68%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:37%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.1891891891892%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.1891891891892%;--awb-width-medium:37%;--awb-order-medium:0;--awb-spacing-right-medium:5.1891891891892%;--awb-spacing-left-medium:5.1891891891892%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-scroll-devices=\"small-visibility,medium-visibility,large-visibility\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div ><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-1 fusion-button-default-span fusion-button-default-type\" style=\"--button_accent_color:#000000;--button_accent_hover_color:#000000;--button_border_hover_color:var(--awb-color1);--button_gradient_top_color:#ffffff;--button_gradient_bottom_color:#ffffff;--button_gradient_top_color_hover:#ffffff;--button_gradient_bottom_color_hover:#ffffff;--button_font_size:22px;--button_line_height:1.4em;--button_typography-letter-spacing:-0.2px;--button_typography-font-family:&quot;Outfit&quot;;--button_typography-font-style:normal;--button_typography-font-weight:400;\" target=\"_self\" href=\"https:\/\/dataverse.lv\/en\/processing-of-sensitive-data\/\"><i class=\"fa-arrow-left fas awb-button__icon awb-button__icon--default button-icon-left\" aria-hidden=\"true\"><\/i><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Processing of sensitive data<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:37%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.1891891891892%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.1891891891892%;--awb-width-medium:37%;--awb-order-medium:0;--awb-spacing-right-medium:5.1891891891892%;--awb-spacing-left-medium:5.1891891891892%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-scroll-devices=\"small-visibility,medium-visibility,large-visibility\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div style=\"text-align:right;\"><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-2 fusion-button-default-span fusion-button-default-type\" style=\"--button_accent_color:#000000;--button_accent_hover_color:#000000;--button_border_hover_color:var(--awb-color1);--button_gradient_top_color:#ffffff;--button_gradient_bottom_color:#ffffff;--button_gradient_top_color_hover:#ffffff;--button_gradient_bottom_color_hover:#ffffff;--button_font_size:22px;--button_line_height:1.4em;--button_typography-letter-spacing:-0.2px;--button_typography-font-family:&quot;Outfit&quot;;--button_typography-font-style:normal;--button_typography-font-weight:400;\" target=\"_self\" href=\"https:\/\/dataverse.lv\/pseidonimizacija\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Pseudonymisation<\/span><i class=\"fa-arrow-right fas awb-button__icon awb-button__icon--default button-icon-right\" aria-hidden=\"true\"><\/i><\/a><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth 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aria-expanded=\"false\" class=\"awb-menu__open-nav-submenu_mobile awb-menu__open-nav-submenu_click awb-menu__open-nav-submenu_main awb-menu__open-nav-submenu_needs-spacing\"><\/button><ul class=\"awb-menu__sub-ul awb-menu__sub-ul_main\"><li   class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-1830 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/datu-kopas-sagatavosana-ilgtermina-saglabasanai\/\" class=\"awb-menu__sub-a\"><span>Preparation of a dataset for long-term preservation<\/span><\/a><button type=\"button\" aria-label=\"Open submenu of Preparation of a dataset for long-term preservation\" aria-expanded=\"false\" class=\"awb-menu__open-nav-submenu_mobile awb-menu__open-nav-submenu_click awb-menu__open-nav-submenu_sub\"><\/button><ul class=\"awb-menu__sub-ul awb-menu__sub-ul_grand\"><li   class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1831 awb-menu__li awb-menu__sub-li\" ><a  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class=\"awb-menu__main-a awb-menu__main-a_regular\"><span class=\"menu-text\">Assistance with research data management<\/span><\/a><button type=\"button\" aria-label=\"Open submenu of Assistance with research data management\" aria-expanded=\"false\" class=\"awb-menu__open-nav-submenu_mobile awb-menu__open-nav-submenu_click awb-menu__open-nav-submenu_main awb-menu__open-nav-submenu_needs-spacing\"><\/button><ul class=\"awb-menu__sub-ul awb-menu__sub-ul_main\"><li   class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-2622 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/biezak-uzdotie-jautajumi-buj-par-petniecibas-datu-parvaldibu\/\" class=\"awb-menu__sub-a\"><span>Frequently asked questions (FAQs) on research data management<\/span><\/a><button type=\"button\" aria-label=\"Open submenu of Frequently asked questions (FAQs) on research data management\" aria-expanded=\"false\" class=\"awb-menu__open-nav-submenu_mobile 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aspects<\/span><\/a><\/li><\/ul><\/li><li   class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2624 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/petniecibas-datu-parvaldibas-terminu-glosarijs\/\" class=\"awb-menu__sub-a\"><span>Glossary<\/span><\/a><\/li><li   class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2623 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/datu-kuratoru-pakalpojumi\/\" class=\"awb-menu__sub-a\"><span>Data curation services<\/span><\/a><\/li><li   class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4337 awb-menu__li awb-menu__sub-li\" ><a  href=\"https:\/\/dataverse.lv\/papildus-resursi-datu-parvaldiba\/\" class=\"awb-menu__sub-a\"><span>Sources of information<\/span><\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-6 fusion-text-no-margin\"><h2><span class=\"TextRun SCXW96088755 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW96088755 BCX8\" data-ccp-parastyle=\"heading 2\">Handling sensitive data throughout the data lifecycle<\/span><\/span><\/h2>\n<\/div><div class=\"fusion-text fusion-text-7 fusion-text-no-margin\" style=\"--awb-text-font-family:&quot;Outfit&quot;;--awb-text-font-style:normal;--awb-text-font-weight:800;\"><h5><span class=\"TextRun SCXW234833017 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW234833017 BCX8\">Pseudonymised data is subject to stricter data security requirements, so it is recommended to assess at each stage of the sensitive data lifecycle whether it would be feasible to use anonymised data.<\/span><\/span><span class=\"EOP SCXW234833017 BCX8\" data-ccp-props=\"\"> <\/span><\/h5>\n<\/div><div class=\"fusion-text fusion-text-8 fusion-text-no-margin\" style=\"--awb-text-font-family:&quot;Outfit&quot;;--awb-text-font-style:normal;--awb-text-font-weight:800;\"><h4><span class=\"TextRun MacChromeBold SCXW17378119 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW17378119 BCX8\">Important aspects in handling sensitive data<\/span><\/span><span class=\"EOP SCXW17378119 BCX8\" data-ccp-props=\"\"> <\/span><\/h4>\n<\/div>\n<div class=\"table-1\" style=\"--awb-margin-bottom:20px;\">\n<table width=\"100%\">\n<thead>\n<tr>\n<th align=\"left\"><\/th>\n<th align=\"left\"><span class=\"TextRun MacChromeBold SCXW116338752 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW116338752 BCX8\">Pseudonymisation<\/span><\/span><span class=\"EOP SCXW116338752 BCX8\" data-ccp-props=\"{\"> <\/span><\/th>\n<th align=\"left\"><span class=\"TextRun MacChromeBold SCXW200588130 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW200588130 BCX8\">Anonymisation<\/span><\/span><span class=\"EOP SCXW200588130 BCX8\" data-ccp-props=\"{\"> <\/span><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td align=\"left\"><span class=\"TextRun MacChromeBold SCXW118517257 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW118517257 BCX8\">Data collection and input<\/span><\/span><span class=\"TextRun SCXW118517257 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW118517257 BCX8\"> <\/span><\/span><span class=\"EOP SCXW118517257 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW47947204 BCX8\" lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW47947204 BCX8\">Allows you to stay connected to your identity while protecting your data.<\/span><\/span><span class=\"EOP SCXW47947204 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW68720476 BCX8\" lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW68720476 BCX8\">Not applicable to all types of research, as anonymising data at this stage removes the possibility of later linking it to a specific person. <\/span><\/span><span class=\"EOP SCXW68720476 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><span class=\"TextRun MacChromeBold SCXW42385853 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW42385853 BCX8\">Data storage<\/span><\/span><span class=\"TextRun SCXW42385853 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW42385853 BCX8\"> <\/span><\/span><span class=\"EOP SCXW42385853 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW82043658 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW82043658 BCX8\">Reduces risks in the event of a data breach, while maintaining the link to a specific person.<\/span><\/span><span class=\"EOP SCXW82043658 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW141928489 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW141928489 BCX8\">Only suitable for data that no longer requires an identity link. For example, to avoid repeated collection of data on the same person, data are linked to the data subject at the data collection stage and anonymised at subsequent stages.   <\/span><\/span><span class=\"EOP SCXW141928489 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><span class=\"TextRun MacChromeBold SCXW172415688 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW172415688 BCX8\">Data processing and analysis<\/span><\/span><span class=\"TextRun SCXW172415688 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW172415688 BCX8\"> <\/span><\/span><span class=\"EOP SCXW172415688 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW83425312 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW83425312 BCX8\">Particularly suitable when you need to track data from the same person over a longer period of time or from different data sources. <\/span><\/span><span class=\"EOP SCXW83425312 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW115950614 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW115950614 BCX8\">Suitable when only aggregate statistics or trends are needed, without a link to identity. <\/span><\/span><span class=\"EOP SCXW115950614 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><span class=\"TextRun MacChromeBold SCXW185674648 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW185674648 BCX8\">Sharing data with third parties<\/span><\/span><span class=\"TextRun SCXW185674648 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW185674648 BCX8\"> <\/span><\/span><span class=\"EOP SCXW185674648 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW143856009 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW143856009 BCX8\">Can only be used in the case of a contract with a business partner that strictly specifies the permitted data activities. <\/span><\/span><span class=\"EOP SCXW143856009 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW190369391 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW190369391 BCX8\">Universally applicable as it reduces risks and legal obligations. <\/span><\/span><span class=\"EOP SCXW190369391 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><span class=\"TextRun MacChromeBold SCXW194210127 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW194210127 BCX8\">Data publication<\/span><\/span><span class=\"TextRun SCXW194210127 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW194210127 BCX8\"> <\/span><\/span><span class=\"EOP SCXW194210127 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW71121505 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW71121505 BCX8\">Only applicable in certain cases, as there is a high risk of identity restoration (or de-anonymisation). <\/span><\/span><span class=\"TextRun MacChromeBold SCXW71121505 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW71121505 BCX8\">Only possible if the data subject has given consent <\/span><\/span><span class=\"TextRun SCXW71121505 BCX8\" lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW71121505 BCX8\">to the disclosure of pseudonymised personal data.<\/span><\/span><span class=\"EOP SCXW71121505 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW187967649 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW187967649 BCX8\">A secure way to publicly disclose data.<\/span><\/span><span class=\"EOP SCXW187967649 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><span class=\"TextRun MacChromeBold SCXW201919148 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW201919148 BCX8\">Data re-use<\/span><\/span><span class=\"TextRun SCXW201919148 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW201919148 BCX8\"> <\/span><\/span><span class=\"EOP SCXW201919148 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW208917367 BCX8\" lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW208917367 BCX8\">Only possible if the data subject <\/span><\/span><span class=\"TextRun MacChromeBold SCXW208917367 BCX8\" lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW208917367 BCX8\">has given consent<\/span><\/span> <span class=\"TextRun MacChromeBold SCXW208917367 BCX8\" lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW208917367 BCX8\">to the re-use of pseudonymised personal data <\/span><\/span> <span class=\"TextRun SCXW208917367 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW208917367 BCX8\">and the objectives of the study remain the same. In other cases   <\/span><\/span><span class=\"TextRun MacChromeBold SCXW208917367 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW208917367 BCX8\">obtaining the consent of the participants again<\/span><\/span><span class=\"TextRun SCXW208917367 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW208917367 BCX8\">  before re-using the data. When using any data, you should always take into account   <\/span><\/span><span class=\"TextRun MacChromeBold SCXW208917367 BCX8\" lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW208917367 BCX8\">licences<\/span><\/span><span class=\"TextRun SCXW208917367 BCX8\" lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW208917367 BCX8\"> the restrictions specified. <\/span><\/span> <span class=\"EOP SCXW208917367 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<td align=\"left\"><span class=\"TextRun SCXW230542114 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW230542114 BCX8\">No specific restrictions, unless required by the licence.<\/span><\/span><span class=\"EOP SCXW230542114 BCX8\" data-ccp-props=\"{\"134233117\":false,\"134233118\":false,\"335559738\":0,\"335559739\":0}\"> <\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"fusion-text fusion-text-9 fusion-text-no-margin\" style=\"--awb-text-font-family:&quot;Outfit&quot;;--awb-text-font-style:normal;--awb-text-font-weight:800;\"><h4><span class=\"TextRun MacChromeBold SCXW116529680 BCX8\" lang=\"LV\" xml:lang=\"LV\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW116529680 BCX8\">Practical example<\/span><\/span><span class=\"EOP SCXW116529680 BCX8\" data-ccp-props=\"\"> <\/span><\/h4>\n<\/div><div class=\"fusion-text fusion-text-10 fusion-text-no-margin\" style=\"--awb-text-font-family:&quot;Outfit&quot;;--awb-text-font-style:normal;--awb-text-font-weight:800;\"><h5><span data-contrast=\"auto\">Medical study on diabetes<\/span><span data-ccp-props=\"{\"> <\/span><\/h5>\n<ol>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"238\" data-list-defn-props=\"{\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\">\n<h5><b><span data-contrast=\"auto\">Initial data collection<\/span><\/b><span data-contrast=\"auto\">Patient data are <\/span><b><span data-contrast=\"auto\">pseudonymised<\/span><\/b><span data-contrast=\"auto\">by assigning each patient a code (P001, P002), but retaining the possibility to contact patients for further information.<\/span><span data-ccp-props=\"{\"> <\/span><\/h5>\n<\/li>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"238\" data-list-defn-props=\"{\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\">\n<h5><b><span data-contrast=\"auto\">Data analysis during the study<\/span><\/b><span data-contrast=\"auto\">: data remain <\/span><b><span data-contrast=\"auto\">pseudonymised<\/span><\/b><span data-contrast=\"auto\">to track the progress of each patient.<\/span><span data-ccp-props=\"{\"> <\/span><\/h5>\n<\/li>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"238\" data-list-defn-props=\"{\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\">\n<h5><b><span data-contrast=\"auto\">Sharing data with other researchers<\/span><\/b><span data-contrast=\"auto\">: data are <\/span><b><span data-contrast=\"auto\">anonymised<\/span><\/b><span data-contrast=\"auto\">to prevent other researchers from identifying patients.<\/span><span data-ccp-props=\"{\"> <\/span><\/h5>\n<\/li>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"238\" data-list-defn-props=\"{\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\">\n<h5><b><span data-contrast=\"auto\">Publication of study results<\/span><\/b><span data-contrast=\"auto\">: are published <\/span><b><span data-contrast=\"auto\">anonymised <\/span><\/b><span data-contrast=\"auto\">data without the possibility to identify specific patients.<\/span><span data-ccp-props=\"{\"> <\/span><\/h5>\n<\/li>\n<\/ol>\n<h5><span data-contrast=\"auto\">This example illustrates how both methods can be used at different stages of the data lifecycle, depending on the specific needs and risks. Similarly, different researchers may have access to different datasets depending on their needs. <\/span><span data-ccp-props=\"{\"> <\/span><\/h5>\n<h5><span data-contrast=\"auto\">The following will describe in more detail how to implement pseudonymisation and anonymisation.  <\/span><span data-ccp-props=\"{\"> <\/span><\/h5>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-7 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-scroll-devices=\"small-visibility,medium-visibility,large-visibility\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div ><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-3 fusion-button-default-span fusion-button-default-type\" style=\"--button_accent_color:#000000;--button_accent_hover_color:#000000;--button_border_hover_color:var(--awb-color1);--button_gradient_top_color:#ffffff;--button_gradient_bottom_color:#ffffff;--button_gradient_top_color_hover:#ffffff;--button_gradient_bottom_color_hover:#ffffff;--button_font_size:22px;--button_line_height:1.4em;--button_typography-letter-spacing:-0.2px;--button_typography-font-family:&quot;Outfit&quot;;--button_typography-font-style:normal;--button_typography-font-weight:400;\" target=\"_self\" href=\"https:\/\/dataverse.lv\/en\/processing-of-sensitive-data\/\"><i class=\"fa-arrow-left fas awb-button__icon awb-button__icon--default button-icon-left\" aria-hidden=\"true\"><\/i><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Processing of sensitive data<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-8 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-scroll-devices=\"small-visibility,medium-visibility,large-visibility\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div style=\"text-align:right;\"><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-4 fusion-button-default-span fusion-button-default-type\" style=\"--button_accent_color:#000000;--button_accent_hover_color:#000000;--button_border_hover_color:var(--awb-color1);--button_gradient_top_color:#ffffff;--button_gradient_bottom_color:#ffffff;--button_gradient_top_color_hover:#ffffff;--button_gradient_bottom_color_hover:#ffffff;--button_font_size:22px;--button_line_height:1.4em;--button_typography-letter-spacing:-0.2px;--button_typography-font-family:&quot;Outfit&quot;;--button_typography-font-style:normal;--button_typography-font-weight:400;\" target=\"_self\" href=\"https:\/\/dataverse.lv\/pseidonimizacija\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Pseudonymisation<\/span><i class=\"fa-arrow-right fas awb-button__icon awb-button__icon--default button-icon-right\" aria-hidden=\"true\"><\/i><\/a><\/div><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"100-width.php","meta":{"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"footnotes":"","_tec_slr_enabled":"","_tec_slr_layout":""},"class_list":["post-4072","page","type-page","status-publish","hentry"],"ticketed":false,"_links":{"self":[{"href":"https:\/\/dataverse.lv\/en\/wp-json\/wp\/v2\/pages\/4072","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dataverse.lv\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/dataverse.lv\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/dataverse.lv\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/dataverse.lv\/en\/wp-json\/wp\/v2\/comments?post=4072"}],"version-history":[{"count":1,"href":"https:\/\/dataverse.lv\/en\/wp-json\/wp\/v2\/pages\/4072\/revisions"}],"predecessor-version":[{"id":4075,"href":"https:\/\/dataverse.lv\/en\/wp-json\/wp\/v2\/pages\/4072\/revisions\/4075"}],"wp:attachment":[{"href":"https:\/\/dataverse.lv\/en\/wp-json\/wp\/v2\/media?parent=4072"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}