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      "id": "stat_01M2KJ7XCJ329G1VRE4150CPZQ",
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      "indicator": {
        "slug": "average-annual-growth-rate-of-employed-persons-with-an-ict-education",
        "name": "Average annual growth rate of employed persons with an ICT education",
        "definition": "The average annual percentage growth rate in the number of employed persons with an ICT education."
      },
      "industry": [
        {
          "slug": "software",
          "name": "Computer programming, consultancy and related activities",
          "isic": "J62",
          "is_primary": true
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      "region": {
        "code": "CH",
        "name": "Switzerland",
        "type": "country"
      },
      "period": {
        "start": "2016-01-01",
        "end": "2025-12-31",
        "type": "year"
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      "value": -2.2,
      "value_text": "-2.2%",
      "unit": "percent",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "Statistical Office of the European Union",
        "org_short_name": "Eurostat",
        "org_url": "https://ec.europa.eu/eurostat",
        "org_tier": 1,
        "document_title": "ICT education",
        "document_url": "https://ec.europa.eu/eurostat/statistics-explained/index.php?title=ICT_education_-_a_statistical_overview",
        "document_type": "press_release",
        "locator": "Employed people with an ICT education by sex",
        "quote": "By contrast, Switzerland displayed an overall decrease (-2.2%) in the number of employed people in possession of an ICT education for both men (-1.7%) and women (-5.7%).",
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      "superseded_by": null,
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        "apa": "Statistical Office of the European Union. (2025). ICT education. Retrieved September 15, 2026, from https://ec.europa.eu/eurostat/statistics-explained/index.php?title=ICT_education_-_a_statistical_overview. Via StatOrigin, https://statorigin.org/stat/stat_01M2KJ7XCJ329G1VRE4150CPZQ",
        "bibtex": "@misc{eurostat2025average50cpzq,\n  author       = {{Statistical Office of the European Union}},\n  title        = {ICT education},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_01M2KJ7XCJ329G1VRE4150CPZQ},\n  note         = {Original source: https://ec.europa.eu/eurostat/statistics-explained/index.php?title=ICT\\_education\\_-\\_a\\_statistical\\_overview. Accessed September 15, 2026.}\n}"
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      "updated_at": "2026-09-15T22:15:46.809Z"
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      "id": "stat_01M2KJ7XCJ329G1VRE4150CQ0A",
      "url": "https://statorigin.org/stat/stat_01M2KJ7XCJ329G1VRE4150CQ0A",
      "indicator": {
        "slug": "average-annual-growth-rate-of-employed-persons-with-tertiary-ict-education",
        "name": "Average annual growth rate of employed persons with tertiary ICT education",
        "definition": "Average annual percentage growth in the number of employed persons with tertiary ICT education."
      },
      "industry": [
        {
          "slug": "software",
          "name": "Computer programming, consultancy and related activities",
          "isic": "J62",
          "is_primary": true
        }
      ],
      "region": {
        "code": "CH",
        "name": "Switzerland",
        "type": "country"
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      "period": {
        "start": "2016-01-01",
        "end": "2025-12-31",
        "type": "year"
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      "value": -3.2,
      "value_text": "-3.2%",
      "unit": "percent",
      "currency": null,
      "scale": "1",
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      "source": {
        "org": "Statistical Office of the European Union",
        "org_short_name": "Eurostat",
        "org_url": "https://ec.europa.eu/eurostat",
        "org_tier": 1,
        "document_title": "ICT education",
        "document_url": "https://ec.europa.eu/eurostat/statistics-explained/index.php?title=ICT_education_-_a_statistical_overview",
        "document_type": "press_release",
        "locator": "Employed people with an ICT education by level of educational attainment",
        "quote": "By contrast, Switzerland recorded a decline (-2.2% per annum), driven by the decrease in employment for people in possession of a tertiary level of educational attainment (-3.2% per annum over the period).",
        "published_date": null,
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      "confidence": 0.9,
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      "is_current": true,
      "citation": {
        "apa": "Statistical Office of the European Union. (2025). ICT education. Retrieved September 15, 2026, from https://ec.europa.eu/eurostat/statistics-explained/index.php?title=ICT_education_-_a_statistical_overview. Via StatOrigin, https://statorigin.org/stat/stat_01M2KJ7XCJ329G1VRE4150CQ0A",
        "bibtex": "@misc{eurostat2025average50cq0a,\n  author       = {{Statistical Office of the European Union}},\n  title        = {ICT education},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_01M2KJ7XCJ329G1VRE4150CQ0A},\n  note         = {Original source: https://ec.europa.eu/eurostat/statistics-explained/index.php?title=ICT\\_education\\_-\\_a\\_statistical\\_overview. Accessed September 15, 2026.}\n}"
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      "updated_at": "2026-09-15T22:15:46.809Z"
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    {
      "id": "stat_01M2KJ7XCJ329G1VRE4150CPZR",
      "url": "https://statorigin.org/stat/stat_01M2KJ7XCJ329G1VRE4150CPZR",
      "indicator": {
        "slug": "average-annual-growth-rate-of-employed-women-with-an-ict-education",
        "name": "Average annual growth rate of employed women with an ICT education",
        "definition": "Average annual percentage growth in the number of employed women with an ICT education."
      },
      "industry": [
        {
          "slug": "software",
          "name": "Computer programming, consultancy and related activities",
          "isic": "J62",
          "is_primary": true
        }
      ],
      "region": {
        "code": "CH",
        "name": "Switzerland",
        "type": "country"
      },
      "period": {
        "start": "2016-01-01",
        "end": "2025-12-31",
        "type": "year"
      },
      "value": -5.7,
      "value_text": "-5.7%",
      "unit": "percent",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "Statistical Office of the European Union",
        "org_short_name": "Eurostat",
        "org_url": "https://ec.europa.eu/eurostat",
        "org_tier": 1,
        "document_title": "ICT education",
        "document_url": "https://ec.europa.eu/eurostat/statistics-explained/index.php?title=ICT_education_-_a_statistical_overview",
        "document_type": "press_release",
        "locator": "Employed people with an ICT education by sex",
        "quote": "By contrast, Switzerland displayed an overall decrease (-2.2%) in the number of employed people in possession of an ICT education for both men (-1.7%) and women (-5.7%).",
        "published_date": null,
        "accessed_at": "2026-09-15",
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      "verified_at": "2026-09-15T22:15:46.809Z",
      "confidence": 0.9,
      "is_secondhand": false,
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      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "Statistical Office of the European Union. (2025). ICT education. Retrieved September 15, 2026, from https://ec.europa.eu/eurostat/statistics-explained/index.php?title=ICT_education_-_a_statistical_overview. Via StatOrigin, https://statorigin.org/stat/stat_01M2KJ7XCJ329G1VRE4150CPZR",
        "bibtex": "@misc{eurostat2025average50cpzr,\n  author       = {{Statistical Office of the European Union}},\n  title        = {ICT education},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_01M2KJ7XCJ329G1VRE4150CPZR},\n  note         = {Original source: https://ec.europa.eu/eurostat/statistics-explained/index.php?title=ICT\\_education\\_-\\_a\\_statistical\\_overview. Accessed September 15, 2026.}\n}"
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      "updated_at": "2026-09-15T22:15:46.809Z"
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    {
      "id": "stat_01M2KJ7XCJ329G1VRE4150CPXP",
      "url": "https://statorigin.org/stat/stat_01M2KJ7XCJ329G1VRE4150CPXP",
      "indicator": {
        "slug": "ict-sector-apparent-labour-productivity",
        "name": "ICT sector apparent labour productivity",
        "definition": "Value added generated per person employed in the ICT sector."
      },
      "industry": [
        {
          "slug": "software",
          "name": "Computer programming, consultancy and related activities",
          "isic": "J62",
          "is_primary": true
        }
      ],
      "region": {
        "code": "CH",
        "name": "Switzerland",
        "type": "country"
      },
      "period": {
        "start": "2023-01-01",
        "end": "2023-12-31",
        "type": "year"
      },
      "value": 237000,
      "value_text": "€237 0001",
      "unit": "EUR",
      "currency": "EUR",
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "Statistical Office of the European Union",
        "org_short_name": "Eurostat",
        "org_url": "https://ec.europa.eu/eurostat",
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        "document_title": "ICT sector",
        "document_url": "https://ec.europa.eu/eurostat/statistics-explained/index.php?title=ICT_sector_-_value_added,_employment_and_R%26D",
        "document_type": "press_release",
        "locator": "Apparent labour productivity",
        "quote": "Among EFTA and candidate countries, high values were observed in Switzerland (more than €237 0001), Norway (more than €130 000), and Iceland (around €123 000).",
        "published_date": null,
        "accessed_at": "2026-09-15",
        "license": "see-source",
        "url_status": "ok"
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      "verification": "verified",
      "verified_by": "seed:auto-extract-v1",
      "verified_at": "2026-09-15T22:15:46.809Z",
      "confidence": 0.9,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "Statistical Office of the European Union. (2023). ICT sector. Retrieved September 15, 2026, from https://ec.europa.eu/eurostat/statistics-explained/index.php?title=ICT_sector_-_value_added,_employment_and_R%26D. Via StatOrigin, https://statorigin.org/stat/stat_01M2KJ7XCJ329G1VRE4150CPXP",
        "bibtex": "@misc{eurostat2023sector50cpxp,\n  author       = {{Statistical Office of the European Union}},\n  title        = {ICT sector},\n  year         = {2023},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_01M2KJ7XCJ329G1VRE4150CPXP},\n  note         = {Original source: https://ec.europa.eu/eurostat/statistics-explained/index.php?title=ICT\\_sector\\_-\\_value\\_added,\\_employment\\_and\\_R\\%26D. Accessed September 15, 2026.}\n}"
      },
      "updated_at": "2026-09-15T22:15:46.809Z"
    },
    {
      "id": "stat_01M2KJ7XCHRVHJ3KJQPQQ3WXZT",
      "url": "https://statorigin.org/stat/stat_01M2KJ7XCHRVHJ3KJQPQQ3WXZT",
      "indicator": {
        "slug": "male-share-of-ict-specialists",
        "name": "Male share of ICT specialists",
        "definition": "Percentage of employed ICT specialists who are male."
      },
      "industry": [
        {
          "slug": "software",
          "name": "Computer programming, consultancy and related activities",
          "isic": "J62",
          "is_primary": true
        }
      ],
      "region": {
        "code": "CH",
        "name": "Switzerland",
        "type": "country"
      },
      "period": {
        "start": "2025-01-01",
        "end": "2025-12-31",
        "type": "year"
      },
      "value": 82.6,
      "value_text": "82.6%",
      "unit": "percent",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "Statistical Office of the European Union",
        "org_short_name": "Eurostat",
        "org_url": "https://ec.europa.eu/eurostat",
        "org_tier": 1,
        "document_title": "ICT specialists in employment",
        "document_url": "https://ec.europa.eu/eurostat/statistics-explained/index.php?title=ICT_specialists_in_employment",
        "document_type": "press_release",
        "locator": "ICT specialists by sex",
        "quote": "In the two EFTA countries with 2025 data, the gender distribution was relatively similar to that observed in the EU, with the share of men among ICT specialists ranging from 77.1% in Norway to 82.6% in Switzerland.",
        "published_date": null,
        "accessed_at": "2026-09-15",
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        "url_status": "ok"
      },
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      "verified_by": "seed:auto-extract-v1",
      "verified_at": "2026-09-15T22:15:46.809Z",
      "confidence": 0.9,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "Statistical Office of the European Union. (2025). ICT specialists in employment. Retrieved September 15, 2026, from https://ec.europa.eu/eurostat/statistics-explained/index.php?title=ICT_specialists_in_employment. Via StatOrigin, https://statorigin.org/stat/stat_01M2KJ7XCHRVHJ3KJQPQQ3WXZT",
        "bibtex": "@misc{eurostat2025maleq3wxzt,\n  author       = {{Statistical Office of the European Union}},\n  title        = {ICT specialists in employment},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_01M2KJ7XCHRVHJ3KJQPQQ3WXZT},\n  note         = {Original source: https://ec.europa.eu/eurostat/statistics-explained/index.php?title=ICT\\_specialists\\_in\\_employment. Accessed September 15, 2026.}\n}"
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      "updated_at": "2026-09-15T22:15:46.809Z"
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    {
      "id": "stat_EF3VJQ4JDCGSTRMV71FMV5MD25",
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        "slug": "median-drug-approval-time",
        "name": "Median drug approval time",
        "definition": "Median duration in days required by a regulatory authority to approve a new active substance application."
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      "industry": [
        {
          "slug": "pharmaceuticals",
          "name": "Manufacture of basic pharmaceutical products and pharmaceutical preparations",
          "isic": "C21",
          "is_primary": true
        }
      ],
      "region": {
        "code": "CH",
        "name": "Switzerland",
        "type": "country"
      },
      "period": {
        "start": "2025-01-01",
        "end": "2025-12-31",
        "type": "year"
      },
      "value": 413,
      "value_text": "413 days",
      "unit": "days",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "Centre for Innovation in Regulatory Science",
        "org_short_name": "CIRS",
        "org_url": "https://cirsci.org",
        "org_tier": 3,
        "document_title": "New Drug Approvals by Six Major Authorities 2016-2025",
        "document_url": "https://cirsci.org/publications/cirs-rd-briefing-106-new-drug-approvals-by-six-major-authorities-2016-2025/",
        "document_type": "press_release",
        "locator": "Key Findings",
        "quote": "PMDA recorded the shortest median approval time in 2025 (292 days), followed by FDA (322 days), TGA (350 days), Health Canada (369 days), Swissmedic (413 days) and EMA (448 days).",
        "published_date": null,
        "accessed_at": "2026-09-17",
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      "citation": {
        "apa": "Centre for Innovation in Regulatory Science. (2025). New Drug Approvals by Six Major Authorities 2016-2025. Retrieved September 17, 2026, from https://cirsci.org/publications/cirs-rd-briefing-106-new-drug-approvals-by-six-major-authorities-2016-2025/. Via StatOrigin, https://statorigin.org/stat/stat_EF3VJQ4JDCGSTRMV71FMV5MD25",
        "bibtex": "@misc{cirs2025medianv5md25,\n  author       = {{Centre for Innovation in Regulatory Science}},\n  title        = {New Drug Approvals by Six Major Authorities 2016-2025},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_EF3VJQ4JDCGSTRMV71FMV5MD25},\n  note         = {Original source: https://cirsci.org/publications/cirs-rd-briefing-106-new-drug-approvals-by-six-major-authorities-2016-2025/. Accessed September 17, 2026.}\n}"
      },
      "updated_at": "2026-09-17T07:16:01.811Z"
    },
    {
      "id": "stat_N08APVFSYJH011YV93A6FEWNP8",
      "url": "https://statorigin.org/stat/stat_N08APVFSYJH011YV93A6FEWNP8",
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        "slug": "new-active-substance-approvals",
        "name": "New active substance approvals",
        "definition": "Total count of new active substance marketing approvals granted by regulatory authorities during the period."
      },
      "industry": [
        {
          "slug": "pharmaceuticals",
          "name": "Manufacture of basic pharmaceutical products and pharmaceutical preparations",
          "isic": "C21",
          "is_primary": true
        }
      ],
      "region": {
        "code": "CH",
        "name": "Switzerland",
        "type": "country"
      },
      "period": {
        "start": "2025-01-01",
        "end": "2025-12-31",
        "type": "year"
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      "value": 34,
      "value_text": "34",
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      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "Centre for Innovation in Regulatory Science",
        "org_short_name": "CIRS",
        "org_url": "https://cirsci.org",
        "org_tier": 3,
        "document_title": "New Drug Approvals by Six Major Authorities 2016-2025",
        "document_url": "https://cirsci.org/publications/cirs-rd-briefing-106-new-drug-approvals-by-six-major-authorities-2016-2025/",
        "document_type": "press_release",
        "locator": "Key Findings",
        "quote": "In 2025, FDA granted the highest number of new active substance approvals (50), followed by Health Canada (44), TGA (42), PMDA (40), EMA (39), and Swissmedic (34).",
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      "citation": {
        "apa": "Centre for Innovation in Regulatory Science. (2025). New Drug Approvals by Six Major Authorities 2016-2025. Retrieved September 17, 2026, from https://cirsci.org/publications/cirs-rd-briefing-106-new-drug-approvals-by-six-major-authorities-2016-2025/. Via StatOrigin, https://statorigin.org/stat/stat_N08APVFSYJH011YV93A6FEWNP8",
        "bibtex": "@misc{cirs2025activefewnp8,\n  author       = {{Centre for Innovation in Regulatory Science}},\n  title        = {New Drug Approvals by Six Major Authorities 2016-2025},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_N08APVFSYJH011YV93A6FEWNP8},\n  note         = {Original source: https://cirsci.org/publications/cirs-rd-briefing-106-new-drug-approvals-by-six-major-authorities-2016-2025/. Accessed September 17, 2026.}\n}"
      },
      "updated_at": "2026-09-17T07:16:01.811Z"
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      "id": "stat_01M2KJ7XCHRVHJ3KJQPQQ3WXZ0",
      "url": "https://statorigin.org/stat/stat_01M2KJ7XCHRVHJ3KJQPQQ3WXZ0",
      "indicator": {
        "slug": "share-of-ict-specialists-in-total-employment",
        "name": "Share of ICT specialists in total employment",
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      },
      "industry": [
        {
          "slug": "software",
          "name": "Computer programming, consultancy and related activities",
          "isic": "J62",
          "is_primary": true
        }
      ],
      "region": {
        "code": "CH",
        "name": "Switzerland",
        "type": "country"
      },
      "period": {
        "start": "2025-01-01",
        "end": "2025-12-31",
        "type": "year"
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      "value": 5.9,
      "value_text": "5.9%",
      "unit": "percent",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "Statistical Office of the European Union",
        "org_short_name": "Eurostat",
        "org_url": "https://ec.europa.eu/eurostat",
        "org_tier": 1,
        "document_title": "ICT specialists in employment",
        "document_url": "https://ec.europa.eu/eurostat/statistics-explained/index.php?title=ICT_specialists_in_employment",
        "document_type": "press_release",
        "locator": "Relative share of ICT specialists in total employment",
        "quote": "In the EFTA countries with available data, ICT specialists were relatively more numerous in Norway and Switzerland with relative shares of total employment above the EU average (both 5.9%).",
        "published_date": null,
        "accessed_at": "2026-09-15",
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