Services and Application Types: Data Management Services - JSON Representation

SMART Base, published by WHO. This guide is not an authorized publication; it is the continuous build for version 0.2.0 built by the FHIR (HL7® FHIR® Standard) CI Build. This version is based on the current content of https://github.com/WorldHealthOrganization/smart-base/tree/claude/update-readme-build-urls-W2FrH and changes regularly. See the Directory of published versions
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: Services and Application Types: Data Management Services - JSON Representation

Active as of 2026-03-19
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{
  "resourceType" : "ValueSet",
  "id" : "CDSCv2.D",
  "text" : {
    "status" : "extensions",
    "div" : "<div xmlns=\"http://www.w3.org/1999/xhtml\"><div xml:lang=\"en\" lang=\"en\"><hr/><p><b>English</b></p><hr/><p class=\"res-header-id\"><b>Generated Narrative: ValueSet CDSCv2.D</b></p><a name=\"CDSCv2.D\"> </a><a name=\"hcCDSCv2.D\"> </a><ul><li>Include these codes as defined in <a href=\"CodeSystem-CDSCv2.html\"><code>http://smart.who.int/base/CodeSystem/CDSCv2</code></a><span title=\"Version is not explicitly stated, which means it is fixed to the version provided in this specification\"> version &#x1F4E6;0.2.0</span><table class=\"none\"><tr><td style=\"white-space:nowrap\"><b>Code</b></td><td><b>Display</b></td><td><b>Definition</b></td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D\">D</a></td><td style=\"color: #cccccc\">Data Management services</td><td>Services and systems that support the collection, aggregation, storage, analysis, and exchange of health data.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D1\">D1</a></td><td style=\"color: #cccccc\">Analytics Systems</td><td>Systems that process and analyse health data to produce insights, dashboards, reports and predictive models.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D2\">D2</a></td><td style=\"color: #cccccc\">Data interchange and interoperability</td><td>Systems and standards that enable health data exchange between disparate systems, including APIs, messaging standards, and interoperability platforms.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D3\">D3</a></td><td style=\"color: #cccccc\">Data warehouses</td><td>Systems that consolidate and store large volumes of historical health data from multiple sources for analysis and reporting.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D4\">D4</a></td><td style=\"color: #cccccc\">Environmental monitoring systems</td><td>Systems that monitor environmental determinants of health such as air quality, water safety and vector habitats.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D5\">D5</a></td><td style=\"color: #cccccc\">Geographic information systems (GIS)</td><td>Systems that capture, analyse and visualise geospatial health data for mapping health events, facilities, and populations.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D6\">D6</a></td><td style=\"color: #cccccc\">Health Management Information systems (HMIS)</td><td>Systems for aggregate health data reporting, target-setting, and programme monitoring, typically at district and national levels.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D7\">D7</a></td><td style=\"color: #cccccc\">Knowledge management systems</td><td>Systems for curating, organising and disseminating clinical guidelines, protocols, and health knowledge resources.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D8\">D8</a></td><td style=\"color: #cccccc\">Shared Health Record and Health Information Repository</td><td>Systems that aggregate and share longitudinal health records across facilities and providers.</td></tr></table></li></ul></div><div xml:lang=\"fr\" lang=\"fr\"><hr/><p><b>French</b></p><hr/><p class=\"res-header-id\"><b>Narratif généré : EnsembleValeurs CDSCv2.D</b></p><a name=\"fr-CDSCv2.D\"> </a><a name=\"fr-hcCDSCv2.D\"> </a><ul><li>Include ce(s) code(s) tel qu'il(s) est (sont) défini(s) dans <a href=\"CodeSystem-CDSCv2.html\"><code>http://smart.who.int/base/CodeSystem/CDSCv2</code></a><span title=\"La version n'est pas explicitement indiquée, ce qui signifie quelle est fixée à la version fournie dans cette spécification\"> version &#x1F4E6;0.2.0</span><table class=\"none\"><tr><td style=\"white-space:nowrap\"><b>Code</b></td><td><b>Affichage</b></td><td><b>Définition</b></td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D\">D</a></td><td style=\"color: #cccccc\">Data Management services</td><td>Services and systems that support the collection, aggregation, storage, analysis, and exchange of health data.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D1\">D1</a></td><td style=\"color: #cccccc\">Analytics Systems</td><td>Systems that process and analyse health data to produce insights, dashboards, reports and predictive models.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D2\">D2</a></td><td style=\"color: #cccccc\">Data interchange and interoperability</td><td>Systems and standards that enable health data exchange between disparate systems, including APIs, messaging standards, and interoperability platforms.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D3\">D3</a></td><td style=\"color: #cccccc\">Data warehouses</td><td>Systems that consolidate and store large volumes of historical health data from multiple sources for analysis and reporting.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D4\">D4</a></td><td style=\"color: #cccccc\">Environmental monitoring systems</td><td>Systems that monitor environmental determinants of health such as air quality, water safety and vector habitats.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D5\">D5</a></td><td style=\"color: #cccccc\">Geographic information systems (GIS)</td><td>Systems that capture, analyse and visualise geospatial health data for mapping health events, facilities, and populations.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D6\">D6</a></td><td style=\"color: #cccccc\">Health Management Information systems (HMIS)</td><td>Systems for aggregate health data reporting, target-setting, and programme monitoring, typically at district and national levels.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D7\">D7</a></td><td style=\"color: #cccccc\">Knowledge management systems</td><td>Systems for curating, organising and disseminating clinical guidelines, protocols, and health knowledge resources.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D8\">D8</a></td><td style=\"color: #cccccc\">Shared Health Record and Health Information Repository</td><td>Systems that aggregate and share longitudinal health records across facilities and providers.</td></tr></table></li></ul></div><div xml:lang=\"ar\" lang=\"ar\"><hr/><p><b>Arabic</b></p><hr/><p class=\"res-header-id\"><b>السرد المُنشأ: ValueSet CDSCv2.D</b></p><a name=\"ar-CDSCv2.D\"> </a><a name=\"ar-hcCDSCv2.D\"> </a><ul><li>Include هذه الرموز على النحو المحدد في <a href=\"CodeSystem-CDSCv2.html\"><code>http://smart.who.int/base/CodeSystem/CDSCv2</code></a><span title=\"Version is not explicitly stated, which means it is fixed to the version provided in this specification\"> الإصدار &#x1F4E6;0.2.0</span><table class=\"none\"><tr><td style=\"white-space:nowrap\"><b>الكود</b></td><td><b>العرض</b></td><td><b>التعريف</b></td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D\">D</a></td><td style=\"color: #cccccc\">Data Management services</td><td>Services and systems that support the collection, aggregation, storage, analysis, and exchange of health data.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D1\">D1</a></td><td style=\"color: #cccccc\">Analytics Systems</td><td>Systems that process and analyse health data to produce insights, dashboards, reports and predictive models.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D2\">D2</a></td><td style=\"color: #cccccc\">Data interchange and interoperability</td><td>Systems and standards that enable health data exchange between disparate systems, including APIs, messaging standards, and interoperability platforms.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D3\">D3</a></td><td style=\"color: #cccccc\">Data warehouses</td><td>Systems that consolidate and store large volumes of historical health data from multiple sources for analysis and reporting.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D4\">D4</a></td><td style=\"color: #cccccc\">Environmental monitoring systems</td><td>Systems that monitor environmental determinants of health such as air quality, water safety and vector habitats.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D5\">D5</a></td><td style=\"color: #cccccc\">Geographic information systems (GIS)</td><td>Systems that capture, analyse and visualise geospatial health data for mapping health events, facilities, and populations.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D6\">D6</a></td><td style=\"color: #cccccc\">Health Management Information systems (HMIS)</td><td>Systems for aggregate health data reporting, target-setting, and programme monitoring, typically at district and national levels.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D7\">D7</a></td><td style=\"color: #cccccc\">Knowledge management systems</td><td>Systems for curating, organising and disseminating clinical guidelines, protocols, and health knowledge resources.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D8\">D8</a></td><td style=\"color: #cccccc\">Shared Health Record and Health Information Repository</td><td>Systems that aggregate and share longitudinal health records across facilities and providers.</td></tr></table></li></ul></div><div xml:lang=\"zh\" lang=\"zh\"><hr/><p><b>Chinese</b></p><hr/><p class=\"res-header-id\"><b>Generated Narrative: 取值集合 CDSCv2.D</b></p><a name=\"zh-CDSCv2.D\"> </a><a name=\"zh-hcCDSCv2.D\"> </a><ul><li>Include these codes as defined in <a href=\"CodeSystem-CDSCv2.html\"><code>http://smart.who.int/base/CodeSystem/CDSCv2</code></a><span title=\"Version is not explicitly stated, which means it is fixed to the version provided in this specification\"> version &#x1F4E6;0.2.0</span><table class=\"none\"><tr><td style=\"white-space:nowrap\"><b>Code</b></td><td><b>Display</b></td><td><b>Definition</b></td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D\">D</a></td><td style=\"color: #cccccc\">Data Management services</td><td>Services and systems that support the collection, aggregation, storage, analysis, and exchange of health data.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D1\">D1</a></td><td style=\"color: #cccccc\">Analytics Systems</td><td>Systems that process and analyse health data to produce insights, dashboards, reports and predictive models.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D2\">D2</a></td><td style=\"color: #cccccc\">Data interchange and interoperability</td><td>Systems and standards that enable health data exchange between disparate systems, including APIs, messaging standards, and interoperability platforms.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D3\">D3</a></td><td style=\"color: #cccccc\">Data warehouses</td><td>Systems that consolidate and store large volumes of historical health data from multiple sources for analysis and reporting.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D4\">D4</a></td><td style=\"color: #cccccc\">Environmental monitoring systems</td><td>Systems that monitor environmental determinants of health such as air quality, water safety and vector habitats.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D5\">D5</a></td><td style=\"color: #cccccc\">Geographic information systems (GIS)</td><td>Systems that capture, analyse and visualise geospatial health data for mapping health events, facilities, and populations.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D6\">D6</a></td><td style=\"color: #cccccc\">Health Management Information systems (HMIS)</td><td>Systems for aggregate health data reporting, target-setting, and programme monitoring, typically at district and national levels.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D7\">D7</a></td><td style=\"color: #cccccc\">Knowledge management systems</td><td>Systems for curating, organising and disseminating clinical guidelines, protocols, and health knowledge resources.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D8\">D8</a></td><td style=\"color: #cccccc\">Shared Health Record and Health Information Repository</td><td>Systems that aggregate and share longitudinal health records across facilities and providers.</td></tr></table></li></ul></div><div xml:lang=\"ru\" lang=\"ru\"><hr/><p><b>Russian</b></p><hr/><p class=\"res-header-id\"><b>Сгенерированный нарратив: ValueSet CDSCv2.D</b></p><a name=\"ru-CDSCv2.D\"> </a><a name=\"ru-hcCDSCv2.D\"> </a><ul><li>Include эти коды, как они определены в <a href=\"CodeSystem-CDSCv2.html\"><code>http://smart.who.int/base/CodeSystem/CDSCv2</code></a><span title=\"Version is not explicitly stated, which means it is fixed to the version provided in this specification\"> версия &#x1F4E6;0.2.0</span><table class=\"none\"><tr><td style=\"white-space:nowrap\"><b>Код</b></td><td><b>Отображение</b></td><td><b>Определение</b></td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D\">D</a></td><td style=\"color: #cccccc\">Data Management services</td><td>Services and systems that support the collection, aggregation, storage, analysis, and exchange of health data.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D1\">D1</a></td><td style=\"color: #cccccc\">Analytics Systems</td><td>Systems that process and analyse health data to produce insights, dashboards, reports and predictive models.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D2\">D2</a></td><td style=\"color: #cccccc\">Data interchange and interoperability</td><td>Systems and standards that enable health data exchange between disparate systems, including APIs, messaging standards, and interoperability platforms.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D3\">D3</a></td><td style=\"color: #cccccc\">Data warehouses</td><td>Systems that consolidate and store large volumes of historical health data from multiple sources for analysis and reporting.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D4\">D4</a></td><td style=\"color: #cccccc\">Environmental monitoring systems</td><td>Systems that monitor environmental determinants of health such as air quality, water safety and vector habitats.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D5\">D5</a></td><td style=\"color: #cccccc\">Geographic information systems (GIS)</td><td>Systems that capture, analyse and visualise geospatial health data for mapping health events, facilities, and populations.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D6\">D6</a></td><td style=\"color: #cccccc\">Health Management Information systems (HMIS)</td><td>Systems for aggregate health data reporting, target-setting, and programme monitoring, typically at district and national levels.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D7\">D7</a></td><td style=\"color: #cccccc\">Knowledge management systems</td><td>Systems for curating, organising and disseminating clinical guidelines, protocols, and health knowledge resources.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D8\">D8</a></td><td style=\"color: #cccccc\">Shared Health Record and Health Information Repository</td><td>Systems that aggregate and share longitudinal health records across facilities and providers.</td></tr></table></li></ul></div><div xml:lang=\"es\" lang=\"es\"><hr/><p><b>Spanish</b></p><hr/><p class=\"res-header-id\"><b>Generated Narrative: ConjuntoValores / ConjuntoDeValores CDSCv2.D</b></p><a name=\"es-CDSCv2.D\"> </a><a name=\"es-hcCDSCv2.D\"> </a><ul><li>Include these codes as defined in <a href=\"CodeSystem-CDSCv2.html\"><code>http://smart.who.int/base/CodeSystem/CDSCv2</code></a><span title=\"Version is not explicitly stated, which means it is fixed to the version provided in this specification\"> version &#x1F4E6;0.2.0</span><table class=\"none\"><tr><td style=\"white-space:nowrap\"><b>Code</b></td><td><b>Display</b></td><td><b>Definition</b></td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D\">D</a></td><td style=\"color: #cccccc\">Data Management services</td><td>Services and systems that support the collection, aggregation, storage, analysis, and exchange of health data.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D1\">D1</a></td><td style=\"color: #cccccc\">Analytics Systems</td><td>Systems that process and analyse health data to produce insights, dashboards, reports and predictive models.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D2\">D2</a></td><td style=\"color: #cccccc\">Data interchange and interoperability</td><td>Systems and standards that enable health data exchange between disparate systems, including APIs, messaging standards, and interoperability platforms.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D3\">D3</a></td><td style=\"color: #cccccc\">Data warehouses</td><td>Systems that consolidate and store large volumes of historical health data from multiple sources for analysis and reporting.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D4\">D4</a></td><td style=\"color: #cccccc\">Environmental monitoring systems</td><td>Systems that monitor environmental determinants of health such as air quality, water safety and vector habitats.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D5\">D5</a></td><td style=\"color: #cccccc\">Geographic information systems (GIS)</td><td>Systems that capture, analyse and visualise geospatial health data for mapping health events, facilities, and populations.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D6\">D6</a></td><td style=\"color: #cccccc\">Health Management Information systems (HMIS)</td><td>Systems for aggregate health data reporting, target-setting, and programme monitoring, typically at district and national levels.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D7\">D7</a></td><td style=\"color: #cccccc\">Knowledge management systems</td><td>Systems for curating, organising and disseminating clinical guidelines, protocols, and health knowledge resources.</td></tr><tr><td><a href=\"CodeSystem-CDSCv2.html#CDSCv2-D8\">D8</a></td><td style=\"color: #cccccc\">Shared Health Record and Health Information Repository</td><td>Systems that aggregate and share longitudinal health records across facilities and providers.</td></tr></table></li></ul></div></div>"
  },
  "url" : "http://smart.who.int/base/ValueSet/CDSCv2.D",
  "version" : "0.2.0",
  "name" : "CDSCv2.D",
  "title" : "Services and Application Types: Data Management Services",
  "status" : "active",
  "experimental" : true,
  "date" : "2026-03-19T22:19:23+00:00",
  "publisher" : "WHO",
  "contact" : [
    {
      "name" : "WHO",
      "telecom" : [
        {
          "system" : "url",
          "value" : "http://who.int"
        }
      ]
    }
  ],
  "description" : "Services and systems that support the collection, aggregation, storage, analysis, and exchange of health data. Group D of the Classification of Digital Health Services and Application Types v2 (CDISAH, 2023).",
  "compose" : {
    "include" : [
      {
        "system" : "http://smart.who.int/base/CodeSystem/CDSCv2",
        "concept" : [
          {
            "code" : "D"
          },
          {
            "code" : "D1"
          },
          {
            "code" : "D2"
          },
          {
            "code" : "D3"
          },
          {
            "code" : "D4"
          },
          {
            "code" : "D5"
          },
          {
            "code" : "D6"
          },
          {
            "code" : "D7"
          },
          {
            "code" : "D8"
          }
        ]
      }
    ]
  }
}