{"@context":"https://schema.org","@type":"Dataset","@id":"https://deepplane.com/complication-transparency#dataset","name":"Disclosure Transparency of Listed Deep Plane Facelift Surgeons, by Country","description":"Four disclosure measures across 1412 active deep plane facelift surgeons listed on DEEPPLANE™ and their 6153 approved before/after pairs, aggregated over 20 countries with at least 10 listed surgeons plus a combined \"Other\" row. This dataset measures what the surgeons listed on DEEPPLANE™ disclose, grouped by the country they practise in. It is NOT a measure of what any country requires of a surgeon, and no row should be read as a statement about a jurisdiction's law. A low share may mean the surgeons we list there published less, which can be a fact about our own directory rather than about the country.","disclaimer":"This dataset measures what the surgeons listed on DEEPPLANE™ disclose, grouped by the country they practise in. It is NOT a measure of what any country requires of a surgeon, and no row should be read as a statement about a jurisdiction's law. A low share may mean the surgeons we list there published less, which can be a fact about our own directory rather than about the country.","url":"https://deepplane.com/complication-transparency","creator":{"@type":"Organization","name":"DEEPPLANE™","url":"https://deepplane.com"},"publisher":{"@type":"Organization","name":"DEEPPLANE™","url":"https://deepplane.com"},"datePublished":"2026-09-11","dateModified":"2026-09-11","temporalCoverage":"2026-09-11","license":"https://creativecommons.org/licenses/by/4.0/","creditText":"DEEPPLANE™","acquireLicensePage":"https://deepplane.com/cite-us","isAccessibleForFree":true,"citeAs":"DEEPPLANE™ (2026). Disclosure transparency of listed deep plane facelift surgeons, by country. https://deepplane.com/api/v1/complication-transparency.json","measurementTechnique":"Two grouped reads of the DEEPPLANE™ database over active listed surgeons and their approved before/after pairs. Complication and revision rates are matched by text search over profile prose (fields: bio, recoveryViewpoint, candidacyView, signatureTechnique, pricingPhilosophy; phrases: complication, revision rate, hematoma rate), which is a heuristic and is labelled as one. Unverified automated registry signals are excluded. Price bands count only where the surgeon supplied the band himself and displays it publicly; bands DEEPPLANE™ seeded from a country's market rate are not a disclosure and are excluded.","keywords":["facelift surgeon transparency","before and after photo dating","surgeon price transparency","deep plane facelift disclosure","cosmetic surgery transparency index"],"variableMeasured":[{"@type":"PropertyValue","name":"surgeons","description":"Active listed surgeons practising in that country"},{"@type":"PropertyValue","name":"approved_pairs","description":"Approved before/after pairs belonging to those surgeons"},{"@type":"PropertyValue","name":"dated_pairs","description":"Of those pairs, how many carry a months-post-op procedure date"},{"@type":"PropertyValue","name":"dated_pairs_pct","description":"dated_pairs as a share of approved_pairs, percent","unitText":"PERCENT"},{"@type":"PropertyValue","name":"disclosed_rate_surgeons","description":"Surgeons whose profile prose names a complication or revision rate. TEXT HEURISTIC, not a declared field"},{"@type":"PropertyValue","name":"disclosed_rate_pct","description":"disclosed_rate_surgeons as a share of surgeons, percent","unitText":"PERCENT"},{"@type":"PropertyValue","name":"published_band_surgeons","description":"Surgeons publishing a price band they supplied themselves. Bands seeded by DEEPPLANE™ are excluded"},{"@type":"PropertyValue","name":"published_band_pct","description":"published_band_surgeons as a share of surgeons, percent","unitText":"PERCENT"},{"@type":"PropertyValue","name":"google_rating_surgeons","description":"Surgeons carrying a live Google rating. Third party, not a disclosure by the surgeon"},{"@type":"PropertyValue","name":"google_rating_pct","description":"google_rating_surgeons as a share of surgeons, percent","unitText":"PERCENT"}],"spatialCoverage":{"@type":"Place","name":"20 countries with 10 or more listed surgeons, plus a combined \"Other\" row"},"disclosureControl":{"minimumCellSize":10,"rule":"A country with fewer than 10 listed surgeons is folded into \"Other\" rather than published on its own.","appliesTo":"country"},"citation":"DEEPPLANE™. (2026). Disclosure Transparency of Listed Deep Plane Facelift Surgeons, by Country. Retrieved from https://deepplane.com/complication-transparency","distribution":[{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://deepplane.com/api/v1/complication-transparency.json"},{"@type":"DataDownload","encodingFormat":"text/csv","contentUrl":"https://deepplane.com/api/v1/complication-transparency.csv"}],"measuredAt":"2026-09-11","minSurgeons":10,"foldedCountries":50,"totals":{"surgeons":1412,"approvedPairs":6153,"datedPairs":2069,"datedPairsPct":33.6,"disclosedRateSurgeons":31,"disclosedRatePct":2.2,"publishedBandSurgeons":31,"publishedBandPct":2.2,"googleRatingSurgeons":973,"googleRatingPct":68.9},"data":[{"country":"USA","surgeons":560,"approvedPairs":2858,"datedPairs":1082,"datedPairsPct":37.9,"disclosedRateSurgeons":9,"disclosedRatePct":1.6,"publishedBandSurgeons":13,"publishedBandPct":2.3,"googleRatingSurgeons":411,"googleRatingPct":73.4},{"country":"Turkey","surgeons":179,"approvedPairs":806,"datedPairs":282,"datedPairsPct":35,"disclosedRateSurgeons":3,"disclosedRatePct":1.7,"publishedBandSurgeons":6,"publishedBandPct":3.4,"googleRatingSurgeons":154,"googleRatingPct":86},{"country":"Brazil","surgeons":90,"approvedPairs":268,"datedPairs":107,"datedPairsPct":39.9,"disclosedRateSurgeons":2,"disclosedRatePct":2.2,"publishedBandSurgeons":2,"publishedBandPct":2.2,"googleRatingSurgeons":58,"googleRatingPct":64.4},{"country":"Canada","surgeons":43,"approvedPairs":95,"datedPairs":57,"datedPairsPct":60,"disclosedRateSurgeons":1,"disclosedRatePct":2.3,"publishedBandSurgeons":1,"publishedBandPct":2.3,"googleRatingSurgeons":31,"googleRatingPct":72.1},{"country":"Germany","surgeons":34,"approvedPairs":81,"datedPairs":14,"datedPairsPct":17.3,"disclosedRateSurgeons":2,"disclosedRatePct":5.9,"publishedBandSurgeons":0,"publishedBandPct":0,"googleRatingSurgeons":23,"googleRatingPct":67.6},{"country":"UK","surgeons":33,"approvedPairs":191,"datedPairs":115,"datedPairsPct":60.2,"disclosedRateSurgeons":0,"disclosedRatePct":0,"publishedBandSurgeons":1,"publishedBandPct":3,"googleRatingSurgeons":23,"googleRatingPct":69.7},{"country":"France","surgeons":32,"approvedPairs":147,"datedPairs":38,"datedPairsPct":25.9,"disclosedRateSurgeons":1,"disclosedRatePct":3.1,"publishedBandSurgeons":0,"publishedBandPct":0,"googleRatingSurgeons":24,"googleRatingPct":75},{"country":"Italy","surgeons":29,"approvedPairs":52,"datedPairs":20,"datedPairsPct":38.5,"disclosedRateSurgeons":2,"disclosedRatePct":6.9,"publishedBandSurgeons":0,"publishedBandPct":0,"googleRatingSurgeons":17,"googleRatingPct":58.6},{"country":"Mexico","surgeons":29,"approvedPairs":100,"datedPairs":12,"datedPairsPct":12,"disclosedRateSurgeons":1,"disclosedRatePct":3.4,"publishedBandSurgeons":1,"publishedBandPct":3.4,"googleRatingSurgeons":9,"googleRatingPct":31},{"country":"South 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