{
  "license": "CC BY 4.0",
  "license_url": "https://creativecommons.org/licenses/by/4.0/",
  "attribution": "Dental Market Radar (dentalmarketradar.com)",
  "record_count": 36,
  "link_only_count": 22,
  "country": "TH",
  "country_name": "Thailand",
  "page": "https://dentalmarketradar.com/markets/th/",
  "facts": [
    {
      "id": "th.chairside_cadcam_installed_base.2025",
      "country": "TH",
      "metric": "chairside_cadcam_installed_base",
      "metric_label": "Chairside cadcam installed base",
      "value": null,
      "unit": "units",
      "as_of": "2025-12-31",
      "source_id": "th-dentalcouncil-stat",
      "source_title": "Dental Council statistics page (registrants by graduation year, specialists, dental clinic counts)",
      "source_publisher": "Dental Council of Thailand (ทันตแพทยสภา)",
      "source_url": "https://dentalcouncil.or.th/Pages/Stat",
      "accessed": "2026-11-09",
      "confidence": "low",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/chairside-cadcam-installed-base/2025/"
    },
    {
      "id": "th.clear_aligner_cases_annual.2025",
      "country": "TH",
      "metric": "clear_aligner_cases_annual",
      "metric_label": "Clear aligner cases annual",
      "value": null,
      "unit": "cases",
      "as_of": "2025-12-31",
      "source_id": "th-dentalcouncil-stat",
      "source_title": "Dental Council statistics page (registrants by graduation year, specialists, dental clinic counts)",
      "source_publisher": "Dental Council of Thailand (ทันตแพทยสภา)",
      "source_url": "https://dentalcouncil.or.th/Pages/Stat",
      "accessed": "2026-11-09",
      "confidence": "low",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/clear-aligner-cases-annual/2025/"
    },
    {
      "id": "th.dental_3d_printer_installed_base.2025",
      "country": "TH",
      "metric": "dental_3d_printer_installed_base",
      "metric_label": "Dental 3d printer installed base",
      "value": null,
      "unit": "units",
      "as_of": "2025-12-31",
      "source_id": "th-dentalcouncil-stat",
      "source_title": "Dental Council statistics page (registrants by graduation year, specialists, dental clinic counts)",
      "source_publisher": "Dental Council of Thailand (ทันตแพทยสภา)",
      "source_url": "https://dentalcouncil.or.th/Pages/Stat",
      "accessed": "2026-11-09",
      "confidence": "low",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/dental-3d-printer-installed-base/2025/"
    },
    {
      "id": "th.dental_clinics_total.2023",
      "country": "TH",
      "metric": "dental_clinics_total",
      "metric_label": "Dental clinics total",
      "value": null,
      "unit": "facilities",
      "as_of": "2023-12-31",
      "source_id": "th-dentalcouncil-stat",
      "source_title": "Dental Council statistics page (registrants by graduation year, specialists, dental clinic counts)",
      "source_publisher": "Dental Council of Thailand (ทันตแพทยสภา)",
      "source_url": "https://dentalcouncil.or.th/upload/files/pVimkvf1D0WKzMAYgBtxolOGUQ3R7uhw.pdf",
      "accessed": "2026-11-09",
      "confidence": "high",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "superseded",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/dental-clinics-total/2023/"
    },
    {
      "id": "th.dental_clinics_total.2023",
      "country": "TH",
      "metric": "dental_clinics_total",
      "metric_label": "Dental clinics total",
      "value": null,
      "unit": "facilities",
      "as_of": "2023-12-31",
      "source_id": "th-dentalcouncil-stat",
      "source_title": "Dental Council statistics page (registrants by graduation year, specialists, dental clinic counts)",
      "source_publisher": "Dental Council of Thailand (ทันตแพทยสภา)",
      "source_url": "https://dentalcouncil.or.th/upload/files/pVimkvf1D0WKzMAYgBtxolOGUQ3R7uhw.pdf",
      "accessed": "2026-11-09",
      "confidence": "high",
      "method": "reported",
      "revision": 2,
      "supersedes": "th.dental_clinics_total.2023@1",
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/dental-clinics-total/2023/"
    },
    {
      "id": "th.dental_clinics_total.2022",
      "country": "TH",
      "metric": "dental_clinics_total",
      "metric_label": "Dental clinics total",
      "value": null,
      "unit": "facilities",
      "as_of": "2022-12-31",
      "source_id": "th-dentalcouncil-stat",
      "source_title": "Dental Council statistics page (registrants by graduation year, specialists, dental clinic counts)",
      "source_publisher": "Dental Council of Thailand (ทันตแพทยสภา)",
      "source_url": "https://dentalcouncil.or.th/upload/files/pVimkvf1D0WKzMAYgBtxolOGUQ3R7uhw.pdf",
      "accessed": "2026-11-09",
      "confidence": "high",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/dental-clinics-total/2022/"
    },
    {
      "id": "th.dental_graduates_annual.2025",
      "country": "TH",
      "metric": "dental_graduates_annual",
      "metric_label": "Dental graduates annual",
      "value": null,
      "unit": "persons",
      "as_of": "2025-12-31",
      "source_id": "th-dentalcouncil-stat",
      "source_title": "Dental Council statistics page (registrants by graduation year, specialists, dental clinic counts)",
      "source_publisher": "Dental Council of Thailand (ทันตแพทยสภา)",
      "source_url": "https://dentalcouncil.or.th/upload/images/xHG2FeEOKajSWq9iYBVNTUvdkJcyCRrm.jpg",
      "accessed": "2026-11-09",
      "confidence": "high",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "superseded",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/dental-graduates-annual/2025/"
    },
    {
      "id": "th.dental_graduates_annual.2025",
      "country": "TH",
      "metric": "dental_graduates_annual",
      "metric_label": "Dental graduates annual",
      "value": null,
      "unit": "persons",
      "as_of": "2025-12-31",
      "source_id": "th-dentalcouncil-stat",
      "source_title": "Dental Council statistics page (registrants by graduation year, specialists, dental clinic counts)",
      "source_publisher": "Dental Council of Thailand (ทันตแพทยสภา)",
      "source_url": "https://dentalcouncil.or.th/upload/images/xHG2FeEOKajSWq9iYBVNTUvdkJcyCRrm.jpg",
      "accessed": "2026-11-09",
      "confidence": "high",
      "method": "reported",
      "revision": 2,
      "supersedes": "th.dental_graduates_annual.2025@1",
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/dental-graduates-annual/2025/"
    },
    {
      "id": "th.dental_graduates_annual.2024",
      "country": "TH",
      "metric": "dental_graduates_annual",
      "metric_label": "Dental graduates annual",
      "value": null,
      "unit": "persons",
      "as_of": "2024-12-31",
      "source_id": "th-dentalcouncil-stat",
      "source_title": "Dental Council statistics page (registrants by graduation year, specialists, dental clinic counts)",
      "source_publisher": "Dental Council of Thailand (ทันตแพทยสภา)",
      "source_url": "https://dentalcouncil.or.th/upload/images/xHG2FeEOKajSWq9iYBVNTUvdkJcyCRrm.jpg",
      "accessed": "2026-11-09",
      "confidence": "high",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/dental-graduates-annual/2024/"
    },
    {
      "id": "th.dental_hygienists_total.2024",
      "country": "TH",
      "metric": "dental_hygienists_total",
      "metric_label": "Dental hygienists total",
      "value": null,
      "unit": "persons",
      "as_of": "2024-12-31",
      "source_id": "th-who-gho",
      "source_title": "WHO Global Health Observatory OData API - health workforce (NHWA) for Thailand",
      "source_publisher": "World Health Organization",
      "source_url": "https://ghoapi.azureedge.net/api/HWF_0012?$filter=SpatialDim%20eq%20%27THA%27",
      "accessed": "2026-11-09",
      "confidence": "low",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/dental-hygienists-total/2024/"
    },
    {
      "id": "th.dental_hygienists_total.2018-who",
      "country": "TH",
      "metric": "dental_hygienists_total",
      "metric_label": "Dental hygienists total",
      "value": null,
      "unit": "persons",
      "as_of": "2018-12-31",
      "source_id": "th-who-gho",
      "source_title": "WHO Global Health Observatory OData API - health workforce (NHWA) for Thailand",
      "source_publisher": "World Health Organization",
      "source_url": "https://ghoapi.azureedge.net/api/HWF_0012?$filter=SpatialDim%20eq%20%27THA%27",
      "accessed": "2026-11-09",
      "confidence": "medium",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/dental-hygienists-total/2018-who/"
    },
    {
      "id": "th.dental_public_coverage.2024-tdc",
      "country": "TH",
      "metric": "dental_public_coverage",
      "metric_label": "Dental public coverage",
      "value": null,
      "unit": "text",
      "as_of": "2024-08-26",
      "source_id": "th-dentalcouncil-news",
      "source_title": "Dental Council news: private dental clinics in UCS 'one ID card, treat anywhere' project",
      "source_publisher": "Dental Council of Thailand",
      "source_url": "https://dentalcouncil.or.th/Articles/Contents/Detail/1/vxJAwCjYe21G9ac8",
      "accessed": "2026-11-09",
      "confidence": "high",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/dental-public-coverage/2024-tdc/"
    },
    {
      "id": "th.dental_public_coverage.2022",
      "country": "TH",
      "metric": "dental_public_coverage",
      "metric_label": "Dental public coverage",
      "value": null,
      "unit": "text",
      "as_of": "2022-12-31",
      "source_id": "th-tcc-benefits",
      "source_title": "Comparison table of dental benefits under CSMBS, UCS and SSO (working-age adults)",
      "source_publisher": "Thai Consumers Council (สภาองค์กรของผู้บริโภค)",
      "source_url": "https://www.tcc.or.th/wp-content/uploads/2022/12/%E0%B8%95%E0%B8%B2%E0%B8%A3%E0%B8%B2%E0%B8%87%E0%B9%80%E0%B8%9B%E0%B8%A3%E0%B8%B5%E0%B8%A2%E0%B8%9A%E0%B9%80%E0%B8%97%E0%B8%B5%E0%B8%A2%E0%B8%9A%E0%B8%AA%E0%B8%B4%E0%B8%97%E0%B8%98%E0%B8%B4%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B9%82%E0%B8%A2%E0%B8%8A%E0%B8%99%E0%B9%8C%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A3%E0%B8%B1%E0%B8%81%E0%B8%A9%E0%B8%B2%E0%B8%97%E0%B8%B1.pdf",
      "accessed": "2026-11-09",
      "confidence": "medium",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/dental-public-coverage/2022/"
    },
    {
      "id": "th.dental_schools_total.2026",
      "country": "TH",
      "metric": "dental_schools_total",
      "metric_label": "Dental schools total",
      "value": null,
      "unit": "schools",
      "as_of": "2026-09-18",
      "source_id": "th-dentalcouncil-schools",
      "source_title": "Educational institutions accredited by the Dental Council in 2026 (DDS programmes)",
      "source_publisher": "Dental Council of Thailand",
      "source_url": "https://dentalcouncil.or.th/Pages/Dentistry",
      "accessed": "2026-11-09",
      "confidence": "high",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/dental-schools-total/2026/"
    },
    {
      "id": "th.dental_spend_total_usd.2023",
      "country": "TH",
      "metric": "dental_spend_total_usd",
      "metric_label": "Total dental spend (US$)",
      "value": null,
      "unit": "USD",
      "as_of": "2023-12-31",
      "source_id": "th-worldbank-wdi",
      "source_title": "World Development Indicators API (Thailand)",
      "source_publisher": "World Bank",
      "source_url": "https://api.worldbank.org/v2/country/THA/indicator/SH.XPD.OOPC.CH.ZS?format=json&date=2020:2025",
      "accessed": "2026-11-09",
      "confidence": "low",
      "method": "reported",
      "scope": "other",
      "basis": null,
      "headline": false,
      "comparability": null,
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "null_reason": "not_published",
      "subgroup": null,
      "derived_from": [],
      "conversion": null,
      "series_break": null,
      "locator": "",
      "quote": "",
      "quote_en": "",
      "definition_local": "",
      "notes": "No reliable figure found. Checked: World Bank WDI health-expenditure indicators (no dental line). Why: Thai NHA dental breakdown not published in reachable sources. Best lead: IHPP National Health Accounts; NHSO dental capitation budget (UCS prevention & promotion dental line) for the public portion.",
      "restricted": false,
      "cite_url": "https://dentalmarketradar.com/data/th/dental-spend-total-usd/2023/"
    },
    {
      "id": "th.dental_technicians_total.2015",
      "country": "TH",
      "metric": "dental_technicians_total",
      "metric_label": "Dental technicians total",
      "value": null,
      "unit": "persons",
      "as_of": "2015-12-31",
      "source_id": "th-who-gho",
      "source_title": "WHO Global Health Observatory OData API - health workforce (NHWA) for Thailand",
      "source_publisher": "World Health Organization",
      "source_url": "https://ghoapi.azureedge.net/api/HWF_0013?$filter=SpatialDim%20eq%20%27THA%27",
      "accessed": "2026-11-09",
      "confidence": "medium",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/dental-technicians-total/2015/"
    },
    {
      "id": "th.dentists_per_100k.2026-est",
      "country": "TH",
      "metric": "dentists_per_100k",
      "metric_label": "Dentists per 100,000 population",
      "value": null,
      "unit": "per 100,000",
      "as_of": "2026-10-15",
      "source_id": "th-dentalcouncil-stat",
      "source_title": "Dental Council statistics page (registrants by graduation year, specialists, dental clinic counts)",
      "source_publisher": "Dental Council of Thailand (ทันตแพทยสภา)",
      "source_url": "https://dentalcouncil.or.th/Pages/RenewLicense",
      "accessed": "2026-11-09",
      "confidence": "low",
      "method": "derived",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/dentists-per-100k/2026-est/"
    },
    {
      "id": "th.dentists_per_100k.2023",
      "country": "TH",
      "metric": "dentists_per_100k",
      "metric_label": "Dentists per 100,000 population",
      "value": 12.38,
      "unit": "per 100,000",
      "as_of": "2023-12-31",
      "source_id": "th-nso-syb2025",
      "source_title": "Statistical Yearbook Thailand 2025 (e-book)",
      "source_publisher": "National Statistical Office (NSO), Thailand",
      "source_url": "https://www.nso.go.th/public/e-book/Statistical-Yearbook/SYB-2025/244/",
      "accessed": "2026-11-09",
      "confidence": "high",
      "method": "derived",
      "scope": "employed",
      "basis": null,
      "headline": false,
      "comparability": "C",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "null_reason": null,
      "subgroup": null,
      "derived_from": [],
      "conversion": null,
      "series_break": null,
      "locator": "Statistical Yearbook Thailand 2025, Table 5.9, block 'No. of population per health personnel (1)', row 'Dentist', column 2566 (2023)",
      "quote": "ทันตแพทย์ ............................................….................... 8,652 8,057 8,012 8,076 Dentist",
      "quote_en": "No. of population per dentist, 2020-2023: 8,652; 8,057; 8,012; 8,076",
      "definition_local": "MOPH mid-year population divided by dentists in MOPH health-resources count",
      "notes": "Derived: 100,000 / 8,076 (population per dentist, reported) = 12.38 per 100,000 (2023). 2022: 100,000/8,012 = 12.48. Same undercount as th.dentists_practising.2023 (excludes most private-clinic dentists); NOT comparable with register-based densities.",
      "restricted": false,
      "cite_url": "https://dentalmarketradar.com/data/th/dentists-per-100k/2023/"
    },
    {
      "id": "th.dentists_per_100k.2023-hl",
      "country": "TH",
      "metric": "dentists_per_100k",
      "metric_label": "Dentists per 100,000 population",
      "value": 11.2,
      "unit": "per 100,000",
      "as_of": "2023-12-31",
      "source_id": "worldbank-sp-pop-totl",
      "source_title": "World Bank WDI: Population, total (SP.POP.TOTL)",
      "source_publisher": "World Bank (UN Population Division, national statistics offices and others)",
      "source_url": "https://api.worldbank.org/v2/country/THA/indicator/SP.POP.TOTL?format=json&date=2023:2023",
      "accessed": "2026-11-09",
      "confidence": "medium",
      "method": "derived",
      "scope": "other",
      "basis": "employed",
      "headline": true,
      "comparability": "C",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "null_reason": null,
      "subgroup": null,
      "derived_from": [
        "th.dentists_practising.2023"
      ],
      "conversion": null,
      "series_break": null,
      "locator": "World Bank SP.POP.TOTL THA 2023; numerator th.dentists_practising.2023",
      "quote": "\"countryiso3code\":\"THA\",\"date\":\"2023\",\"value\":71702435",
      "quote_en": "World Bank total population, THA, 2023: 71,702,435",
      "definition_local": "Headline rate (DECISIONS L4/L5): dentists_practising (employed) divided by World Bank total population, same year",
      "notes": "Derived: 8,059 (th.dentists_practising.2023, source th-nso-syb2025) / 71,702,435 (World Bank SP.POP.TOTL 2023) x 100,000 = 11.2. Numerator basis: employed. Other per-100k records for TH use national-statistics denominators or other bases and are not the headline.",
      "restricted": false,
      "cite_url": "https://dentalmarketradar.com/data/th/dentists-per-100k/2023-hl/"
    },
    {
      "id": "th.dentists_practising.2023",
      "country": "TH",
      "metric": "dentists_practising",
      "metric_label": "Dentists (practising)",
      "value": 8059,
      "unit": "persons",
      "as_of": "2023-12-31",
      "source_id": "th-nso-syb2025",
      "source_title": "Statistical Yearbook Thailand 2025 (e-book)",
      "source_publisher": "National Statistical Office (NSO), Thailand",
      "source_url": "https://www.nso.go.th/public/e-book/Statistical-Yearbook/SYB-2025/244/",
      "accessed": "2026-11-09",
      "confidence": "high",
      "method": "reported",
      "scope": "employed",
      "basis": null,
      "headline": false,
      "comparability": "C",
      "revision": 1,
      "supersedes": null,
      "status": "superseded",
      "null_reason": null,
      "subgroup": null,
      "derived_from": [],
      "conversion": null,
      "series_break": null,
      "locator": "Statistical Yearbook Thailand 2025, Table 5.9 'Personnel in the Government, State Enterprise, Municipality, Independence Agency and Private Sector: 2020-2023', Whole Kingdom row 'Dentist', column 2566 (2023) (e-book page 244)",
      "quote": "ทันตแพทย์ ................................................................... 7,561 8,094 8,132 8,059 Dentist",
      "quote_en": "Dentists (Whole Kingdom), 2020-2023: 7,561; 8,094; 8,132; 8,059",
      "definition_local": "Dentists working in health facilities reported to MOPH Office of the Permanent Secretary health-resources survey (government 7,315; state enterprise 6; municipality 253; independent agency 68; private sector 417)",
      "notes": "MOPH health-resources count (same series WHO GHO HWF_0011 mirrors: 2020 7,561; 2021 8,094; 2022 8,132). Private sector line (417) covers private hospitals only; dentists in ~6,600 private dental clinics are largely NOT counted, so this is a public-sector-heavy employed count, not all practising dentists. 2022 value 8,132.",
      "restricted": false,
      "cite_url": "https://dentalmarketradar.com/data/th/dentists-practising/2023/"
    },
    {
      "id": "th.dentists_practising.2023",
      "country": "TH",
      "metric": "dentists_practising",
      "metric_label": "Dentists (practising)",
      "value": 8059,
      "unit": "persons",
      "as_of": "2023-12-31",
      "source_id": "th-nso-syb2025",
      "source_title": "Statistical Yearbook Thailand 2025 (e-book)",
      "source_publisher": "National Statistical Office (NSO), Thailand",
      "source_url": "https://www.nso.go.th/public/e-book/Statistical-Yearbook/SYB-2025/244/",
      "accessed": "2026-11-09",
      "confidence": "high",
      "method": "reported",
      "scope": "employed: public-sector heavy (most private-clinic dentists not counted)",
      "basis": null,
      "headline": false,
      "comparability": "C",
      "revision": 2,
      "supersedes": "th.dentists_practising.2023@1",
      "status": "current",
      "null_reason": null,
      "subgroup": null,
      "derived_from": [],
      "conversion": null,
      "series_break": null,
      "locator": "Statistical Yearbook Thailand 2025, Table 5.9 'Personnel in the Government, State Enterprise, Municipality, Independence Agency and Private Sector: 2020-2023', Whole Kingdom row 'Dentist', column 2566 (2023) (e-book page 244)",
      "quote": "ทันตแพทย์ ................................................................... 7,561 8,094 8,132 8,059 Dentist",
      "quote_en": "Dentists (Whole Kingdom), 2020-2023: 7,561; 8,094; 8,132; 8,059",
      "definition_local": "Dentists working in health facilities reported to MOPH Office of the Permanent Secretary health-resources survey (government 7,315; state enterprise 6; municipality 253; independent agency 68; private sector 417)",
      "notes": "Revision 2 (2026-11-09, steward fix): Scope qualified: public-sector-heavy employed count; most private-clinic dentists are not counted. MOPH health-resources count (same series WHO GHO HWF_0011 mirrors: 2020 7,561; 2021 8,094; 2022 8,132). Private sector line (417) covers private hospitals only; dentists in ~6,600 private dental clinics are largely NOT counted, so this is a public-sector-heavy employed count, not all practising dentists. 2022 value 8,132.",
      "restricted": false,
      "cite_url": "https://dentalmarketradar.com/data/th/dentists-practising/2023/"
    },
    {
      "id": "th.dentists_specialists_total.2026",
      "country": "TH",
      "metric": "dentists_specialists_total",
      "metric_label": "Dentists specialists total",
      "value": null,
      "unit": "persons",
      "as_of": "2026-10-15",
      "source_id": "th-dentalcouncil-stat",
      "source_title": "Dental Council statistics page (registrants by graduation year, specialists, dental clinic counts)",
      "source_publisher": "Dental Council of Thailand (ทันตแพทยสภา)",
      "source_url": "https://dentalcouncil.or.th/upload/images/x5AQGpYeXqBrjgVF7J3TUWcy8lSsOaK4.jpg",
      "accessed": "2026-11-09",
      "confidence": "high",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/dentists-specialists-total/2026/"
    },
    {
      "id": "th.dentists_total.2026",
      "country": "TH",
      "metric": "dentists_total",
      "metric_label": "Dentists (total)",
      "value": null,
      "unit": "persons",
      "as_of": "2026-10-15",
      "source_id": "th-dentalcouncil-stat",
      "source_title": "Dental Council statistics page (registrants by graduation year, specialists, dental clinic counts)",
      "source_publisher": "Dental Council of Thailand (ทันตแพทยสภา)",
      "source_url": "https://dentalcouncil.or.th/Pages/RenewLicense",
      "accessed": "2026-11-09",
      "confidence": "low",
      "method": "estimate",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/dentists-total/2026/"
    },
    {
      "id": "th.dso_clinic_share_pct.2025",
      "country": "TH",
      "metric": "dso_clinic_share_pct",
      "metric_label": "DSO share of dental clinics (%)",
      "value": null,
      "unit": "percent",
      "as_of": "2025-12-31",
      "source_id": "th-sec-d",
      "source_title": "SEC Thailand 56-1 filings list, Dental Corporation PCL (SET: D)",
      "source_publisher": "Securities and Exchange Commission, Thailand",
      "source_url": "https://market.sec.or.th/public/idisc/th/FinancialReport/R561-0000011518",
      "accessed": "2026-11-09",
      "confidence": "low",
      "method": "reported",
      "scope": "other",
      "basis": null,
      "headline": false,
      "comparability": null,
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "null_reason": "gap",
      "subgroup": null,
      "derived_from": [],
      "conversion": null,
      "series_break": null,
      "locator": "",
      "quote": "",
      "quote_en": "",
      "definition_local": "",
      "notes": "No reliable figure found. Checked: SEC Thailand filing list for Dental Corporation PCL (SET: D, Bangkok International Dental Center / Smile Signature brands) - 56-1 One Report FY2025 exists (zip, received 25 Mar 2026) but market.sec.or.th did not respond to direct download from this environment, so branch count not verified. Why: branch count must come from the filing; even a few dozen branches against 6,639 licensed clinics (2023) would be well under 1%, so the market is overwhelmingly independent clinics (inference, not a measured share). Best lead: D FY2025 56-1 One Report section 'business operations' (https://market.sec.or.th/public/idisc/Download?FILEID=dat/f56/1361ONE250320260853350412T.zip); other chains are private (unlisted).",
      "restricted": false,
      "cite_url": "https://dentalmarketradar.com/data/th/dso-clinic-share-pct/2025/"
    },
    {
      "id": "th.gdp_per_capita_usd.2025",
      "country": "TH",
      "metric": "gdp_per_capita_usd",
      "metric_label": "GDP per capita (US$)",
      "value": 8056.56359761558,
      "unit": "USD",
      "as_of": "2025-12-31",
      "source_id": "th-worldbank-wdi",
      "source_title": "World Development Indicators API (Thailand)",
      "source_publisher": "World Bank",
      "source_url": "https://api.worldbank.org/v2/country/THA/indicator/NY.GDP.PCAP.CD?format=json&date=2020:2025",
      "accessed": "2026-11-09",
      "confidence": "high",
      "method": "reported",
      "scope": "other",
      "basis": null,
      "headline": false,
      "comparability": "A",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "null_reason": null,
      "subgroup": null,
      "derived_from": [],
      "conversion": null,
      "series_break": null,
      "locator": "World Bank WDI API, NY.GDP.PCAP.CD, THA, date 2025 (lastupdated 2026-10-08)",
      "quote": "{\"indicator\":{\"id\":\"NY.GDP.PCAP.CD\"},\"country\":{\"value\":\"Thailand\"},\"date\":\"2025\",\"value\":8056.56359761558}",
      "quote_en": "",
      "definition_local": "GDP per capita (current US$)",
      "notes": "Full API precision kept (approx. USD 8,057). 2024: 7,386.64; 2023: 7,210.54. NESDC (nesdc.go.th) national accounts not fetched (robots redirect / not reached); World Bank used as fallback per brief.",
      "restricted": false,
      "cite_url": "https://dentalmarketradar.com/data/th/gdp-per-capita-usd/2025/"
    },
    {
      "id": "th.gdp_per_capita_usd.2024",
      "country": "TH",
      "metric": "gdp_per_capita_usd",
      "metric_label": "GDP per capita (US$)",
      "value": 7386.63615126055,
      "unit": "USD",
      "as_of": "2024-12-31",
      "source_id": "th-worldbank-wdi",
      "source_title": "World Development Indicators API (Thailand)",
      "source_publisher": "World Bank",
      "source_url": "https://api.worldbank.org/v2/country/THA/indicator/NY.GDP.PCAP.CD?format=json&date=2020:2025",
      "accessed": "2026-11-09",
      "confidence": "high",
      "method": "reported",
      "scope": "other",
      "basis": null,
      "headline": false,
      "comparability": "A",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "null_reason": null,
      "subgroup": null,
      "derived_from": [],
      "conversion": null,
      "series_break": null,
      "locator": "World Bank WDI API, NY.GDP.PCAP.CD, THA, date 2024",
      "quote": "{\"indicator\":{\"id\":\"NY.GDP.PCAP.CD\"},\"country\":{\"value\":\"Thailand\"},\"date\":\"2024\",\"value\":7386.63615126055}",
      "quote_en": "",
      "definition_local": "GDP per capita (current US$)",
      "notes": "Full API precision kept (approx. USD 7,387).",
      "restricted": false,
      "cite_url": "https://dentalmarketradar.com/data/th/gdp-per-capita-usd/2024/"
    },
    {
      "id": "th.hospitals_with_dental_dept.2023",
      "country": "TH",
      "metric": "hospitals_with_dental_dept",
      "metric_label": "Hospitals with a dental department",
      "value": null,
      "unit": "facilities",
      "as_of": "2023-12-31",
      "source_id": "th-nso-syb2025",
      "source_title": "Statistical Yearbook Thailand 2025 (e-book)",
      "source_publisher": "National Statistical Office (NSO), Thailand",
      "source_url": "https://www.nso.go.th/public/e-book/Statistical-Yearbook/SYB-2025/243/",
      "accessed": "2026-11-09",
      "confidence": "low",
      "method": "reported",
      "scope": "other",
      "basis": null,
      "headline": false,
      "comparability": null,
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "null_reason": "blocked_source",
      "subgroup": null,
      "derived_from": [],
      "conversion": null,
      "series_break": null,
      "locator": "",
      "quote": "",
      "quote_en": "",
      "definition_local": "",
      "notes": "No reliable figure found. Checked: NSO Statistical Yearbook 2025 Table 5.8 (1,401 hospitals with beds in 2023, incl. 947 MOPH general+special hospitals - no dental-department breakdown); Dental Council Stat page (private clinics only). Why: dental department counts are in MOPH SPD health-resources / GIS Health data; spd.moph.go.th robots.txt disallows ClaudeBot/anthropic-ai, bps.moph.go.th and hdcservice.moph.go.th did not respond. Best lead: MOPH Health Resources Report (รายงานทรัพยากรสาธารณสุข) table of dental chairs/units by facility type; Bureau of Dental Health (dental.anamai.moph.go.th) service-unit lists. MOPH runs 947 hospitals with beds (894 general + 53 special, 2023); most are believed to have a dental unit, but no fetched source states the number.",
      "restricted": false,
      "cite_url": "https://dentalmarketradar.com/data/th/hospitals-with-dental-dept/2023/"
    },
    {
      "id": "th.hospitals_with_dental_dept.2020",
      "country": "TH",
      "metric": "hospitals_with_dental_dept",
      "metric_label": "Hospitals with a dental department",
      "value": 899,
      "unit": "facilities",
      "as_of": "2020-12-31",
      "source_id": "th-frontiers-ecc2021",
      "source_title": "Sitthisettapong T, Tasanarong P, Phantumvanit P. Strategic Management of Early Childhood Caries in Thailand: A Critical Overview. Front. Public Health 2021;9:664541",
      "source_publisher": "Frontiers in Public Health (peer-reviewed)",
      "source_url": "https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2021.664541/pdf",
      "accessed": "2026-11-09",
      "confidence": "medium",
      "method": "reported",
      "scope": "other",
      "basis": null,
      "headline": false,
      "comparability": "B",
      "revision": 1,
      "supersedes": null,
      "status": "superseded",
      "null_reason": null,
      "subgroup": null,
      "derived_from": [],
      "conversion": null,
      "series_break": null,
      "locator": "p.2, section 'Healthcare delivery system in Thailand'; ref. 8 = MOPH Health Administration Division, Directory of Government Health Service under MOPH 2020 (phdb.moph.go.th)",
      "quote": "Oral healthcare is mainly provided by dentists and dental therapists working in 899 government hospitals and 9,769 sub-district primary health centers (health promoting hospitals) located countrywide (8).",
      "quote_en": "",
      "definition_local": "Government (MOPH) hospitals in which dentists and dental therapists provide oral healthcare, per the MOPH 2020 directory of government health service units",
      "notes": "Peer-reviewed Perspective (Sitthisettapong, Tasanarong, Phantumvanit, Front. Public Health 2021;9:664541). The 899 is the count of MOPH government hospitals in the 2020 MOPH directory, which the authors state are where dentists provide oral care; it is not an audited count of hospital dental departments. Covers MOPH hospitals only (regional, general, community); excludes university, military, other-ministry, BMA and private hospitals with dental departments, so it understates the all-hospital total. Comparable order of magnitude: NSO SYB 2025 Table 5.8 lists 947 MOPH hospitals with beds in 2023. Directory source phdb.moph.go.th did not respond.",
      "restricted": false,
      "cite_url": "https://dentalmarketradar.com/data/th/hospitals-with-dental-dept/2020/"
    },
    {
      "id": "th.hospitals_with_dental_dept.2020",
      "country": "TH",
      "metric": "hospitals_with_dental_dept",
      "metric_label": "Hospitals with a dental department",
      "value": 899,
      "unit": "facilities",
      "as_of": "2020-12-31",
      "source_id": "th-frontiers-ecc2021",
      "source_title": "Sitthisettapong T, Tasanarong P, Phantumvanit P. Strategic Management of Early Childhood Caries in Thailand: A Critical Overview. Front. Public Health 2021;9:664541",
      "source_publisher": "Frontiers in Public Health (peer-reviewed)",
      "source_url": "https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2021.664541/pdf",
      "accessed": "2026-11-09",
      "confidence": "medium",
      "method": "reported",
      "scope": "other: MOPH hospitals only",
      "basis": null,
      "headline": false,
      "comparability": "C",
      "revision": 2,
      "supersedes": "th.hospitals_with_dental_dept.2020@1",
      "status": "current",
      "null_reason": null,
      "subgroup": null,
      "derived_from": [],
      "conversion": null,
      "series_break": null,
      "locator": "p.2, section 'Healthcare delivery system in Thailand'; ref. 8 = MOPH Health Administration Division, Directory of Government Health Service under MOPH 2020 (phdb.moph.go.th)",
      "quote": "Oral healthcare is mainly provided by dentists and dental therapists working in 899 government hospitals and 9,769 sub-district primary health centers (health promoting hospitals) located countrywide (8).",
      "quote_en": "",
      "definition_local": "Government (MOPH) hospitals in which dentists and dental therapists provide oral healthcare, per the MOPH 2020 directory of government health service units",
      "notes": "Revision 2 (2026-11-09, steward fix): Scope qualified: MOPH government hospitals only; university, military, other-ministry, BMA and private hospitals are excluded, and the count is of MOPH hospitals, not audited dental departments. Comparability lowered B to C. Peer-reviewed Perspective (Sitthisettapong, Tasanarong, Phantumvanit, Front. Public Health 2021;9:664541). The 899 is the count of MOPH government hospitals in the 2020 MOPH directory, which the authors state are where dentists provide oral care; it is not an audited count of hospital dental departments. Covers MOPH hospitals only (regional, general, community); excludes university, military, other-ministry, BMA and private hospitals with dental departments, so it understates the all-hospital total. Comparable order of magnitude: NSO SYB 2025 Table 5.8 lists 947 MOPH hospitals with beds in 2023. Directory source phdb.moph.go.th did not respond.",
      "restricted": false,
      "cite_url": "https://dentalmarketradar.com/data/th/hospitals-with-dental-dept/2020/"
    },
    {
      "id": "th.implant_procedures_annual.2025",
      "country": "TH",
      "metric": "implant_procedures_annual",
      "metric_label": "Implant procedures annual",
      "value": null,
      "unit": "procedures",
      "as_of": "2025-12-31",
      "source_id": "th-dentalcouncil-stat",
      "source_title": "Dental Council statistics page (registrants by graduation year, specialists, dental clinic counts)",
      "source_publisher": "Dental Council of Thailand (ทันตแพทยสภา)",
      "source_url": "https://dentalcouncil.or.th/Pages/Stat",
      "accessed": "2026-11-09",
      "confidence": "low",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/implant-procedures-annual/2025/"
    },
    {
      "id": "th.ios_installed_base.2025",
      "country": "TH",
      "metric": "ios_installed_base",
      "metric_label": "Intraoral scanners installed",
      "value": null,
      "unit": "units",
      "as_of": "2025-12-31",
      "source_id": "th-dentalcouncil-stat",
      "source_title": "Dental Council statistics page (registrants by graduation year, specialists, dental clinic counts)",
      "source_publisher": "Dental Council of Thailand (ทันตแพทยสภา)",
      "source_url": "https://dentalcouncil.or.th/Pages/Stat",
      "accessed": "2026-11-09",
      "confidence": "low",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/ios-installed-base/2025/"
    },
    {
      "id": "th.oral_appliance_reimbursement.2025",
      "country": "TH",
      "metric": "oral_appliance_reimbursement",
      "metric_label": "Oral appliance reimbursement",
      "value": null,
      "unit": "text",
      "as_of": "2025-12-31",
      "source_id": "th-tcc-benefits",
      "source_title": "Comparison table of dental benefits under CSMBS, UCS and SSO (working-age adults)",
      "source_publisher": "Thai Consumers Council (สภาองค์กรของผู้บริโภค)",
      "source_url": "https://www.tcc.or.th/wp-content/uploads/2022/12/%E0%B8%95%E0%B8%B2%E0%B8%A3%E0%B8%B2%E0%B8%87%E0%B9%80%E0%B8%9B%E0%B8%A3%E0%B8%B5%E0%B8%A2%E0%B8%9A%E0%B9%80%E0%B8%97%E0%B8%B5%E0%B8%A2%E0%B8%9A%E0%B8%AA%E0%B8%B4%E0%B8%97%E0%B8%98%E0%B8%B4%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B9%82%E0%B8%A2%E0%B8%8A%E0%B8%99%E0%B9%8C%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A3%E0%B8%B1%E0%B8%81%E0%B8%A9%E0%B8%B2%E0%B8%97%E0%B8%B1.pdf",
      "accessed": "2026-11-09",
      "confidence": "low",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/oral-appliance-reimbursement/2025/"
    },
    {
      "id": "th.osa_prevalence_adult_pct.2011",
      "country": "TH",
      "metric": "osa_prevalence_adult_pct",
      "metric_label": "Adult OSA prevalence (%)",
      "value": null,
      "unit": "percent",
      "as_of": "2011-12-31",
      "source_id": "th-jhsmr-osa",
      "source_title": "Tawaranurak K et al. Prevalence, risk factors and clinical manifestation of patients suspected as having OSA in Songklanagarind Hospital Sleep Center. J Health Sci Med Res 2019;37(4):305-312",
      "source_publisher": "Faculty of Medicine, Prince of Songkla University (JHSMR)",
      "source_url": "https://jhsmr.org/index.php/jhsmr/article/download/65/98",
      "accessed": "2026-11-09",
      "confidence": "low",
      "method": "reported",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "series_break": null,
      "restricted": true,
      "link_only_note": "Source licence is restricted: value, quote and notes are not redistributed in bulk downloads. See the page.",
      "cite_url": "https://dentalmarketradar.com/data/th/osa-prevalence-adult-pct/2011/"
    },
    {
      "id": "th.population.2025-wb",
      "country": "TH",
      "metric": "population",
      "metric_label": "Population",
      "value": 71619863,
      "unit": "persons",
      "as_of": "2025-07-01",
      "source_id": "th-worldbank-wdi",
      "source_title": "World Development Indicators API (Thailand)",
      "source_publisher": "World Bank",
      "source_url": "https://api.worldbank.org/v2/country/THA/indicator/SP.POP.TOTL?format=json&date=2020:2025",
      "accessed": "2026-11-09",
      "confidence": "high",
      "method": "reported",
      "scope": "estimate",
      "basis": null,
      "headline": false,
      "comparability": "A",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "null_reason": null,
      "subgroup": null,
      "derived_from": [],
      "conversion": null,
      "series_break": null,
      "locator": "World Bank WDI API, SP.POP.TOTL, THA, date 2025 (lastupdated 2026-10-08)",
      "quote": "{\"indicator\":{\"id\":\"SP.POP.TOTL\"},\"country\":{\"value\":\"Thailand\"},\"date\":\"2025\",\"value\":71619863}",
      "quote_en": "",
      "definition_local": "Population, total (de facto, all residents regardless of legal status; mid-year)",
      "notes": "WDI 2024 value: 71,668,011. Quote is a condensed rendering of the API JSON record fields.",
      "restricted": false,
      "cite_url": "https://dentalmarketradar.com/data/th/population/2025-wb/"
    },
    {
      "id": "th.population.2024",
      "country": "TH",
      "metric": "population",
      "metric_label": "Population",
      "value": 65951210,
      "unit": "persons",
      "as_of": "2024-12-31",
      "source_id": "th-nso-syb2025",
      "source_title": "Statistical Yearbook Thailand 2025 (e-book)",
      "source_publisher": "National Statistical Office (NSO), Thailand",
      "source_url": "https://www.nso.go.th/public/e-book/Statistical-Yearbook/SYB-2025/75/",
      "accessed": "2026-11-09",
      "confidence": "high",
      "method": "reported",
      "scope": "registered",
      "basis": null,
      "headline": false,
      "comparability": "B",
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "null_reason": null,
      "subgroup": null,
      "derived_from": [],
      "conversion": null,
      "series_break": null,
      "locator": "Statistical Yearbook Thailand 2025, Table 1.3 'Population from Registration Record by Sex: 2000-2024', row 2567 (2024) (e-book page 75)",
      "quote": "2567 (2024)............................................... 65,951,210 32,145,282 33,805,928 -0.15",
      "quote_en": "2024: total 65,951,210; male 32,145,282; female 33,805,928; growth -0.15%",
      "definition_local": "Population from civil registration (house registration records, Department of Provincial Administration), year-end",
      "notes": "Registration-based count (Thai house-registration records); excludes many non-registered migrant workers, so lower than World Bank mid-year estimate (71.7M for 2024). Use th.population.2025-wb for cross-country comparisons.",
      "restricted": false,
      "cite_url": "https://dentalmarketradar.com/data/th/population/2024/"
    },
    {
      "id": "th.self_pay_share_of_dental_spend_pct.2023",
      "country": "TH",
      "metric": "self_pay_share_of_dental_spend_pct",
      "metric_label": "Self-pay share of dental spend (%)",
      "value": null,
      "unit": "percent",
      "as_of": "2023-12-31",
      "source_id": "th-worldbank-wdi",
      "source_title": "World Development Indicators API (Thailand)",
      "source_publisher": "World Bank",
      "source_url": "https://api.worldbank.org/v2/country/THA/indicator/SH.XPD.OOPC.CH.ZS?format=json&date=2020:2025",
      "accessed": "2026-11-09",
      "confidence": "low",
      "method": "reported",
      "scope": "other",
      "basis": null,
      "headline": false,
      "comparability": null,
      "revision": 1,
      "supersedes": null,
      "status": "current",
      "null_reason": "gap",
      "subgroup": null,
      "derived_from": [],
      "conversion": null,
      "series_break": null,
      "locator": "",
      "quote": "",
      "quote_en": "",
      "definition_local": "",
      "notes": "No dental-specific figure found. Checked: World Bank WDI SH.XPD.OOPC.CH.ZS (all-health out-of-pocket share of current health expenditure, Thailand 2023 = 9.93% - NOT dental). Why: Thai National Health Accounts (IHPP) do not publish a dental function line in sources reached. Best lead: IHPP National Health Accounts tables (ihppthaigov.net); NSO Health and Welfare Survey household dental spending.",
      "restricted": false,
      "cite_url": "https://dentalmarketradar.com/data/th/self-pay-share-of-dental-spend-pct/2023/"
    }
  ]
}
