{ "description": "This example uses the StatisticModelIncludeIf extension to represent the model characteristic of Welch's 2-sample t-test if the data is consistent with a normal distribution (based on Shapiro-Wilk test with p-value >= 0.05) and a Wilcoxon Mann-Whitney test if not.", "_filename": "Evidence-example-statistic-model-include-if.json", "package_name": "hl7.fhir.r6.examples", "statistic": [ { "statisticType": { "coding": [ { "code": "STATO:0000457", "system": "https://fevir.net/sevco", "display": "difference in means" } ] }, "modelCharacteristic": [ { "code": { "text": "Welch's 2-sample t-test" }, "intended": true, "extension": [ { "url": "http://hl7.org/fhir/StructureDefinition/statistic-model-include-if", "extension": [ { "url": "attribute", "valueCodeableConcept": { "text": "data distribution" } }, { "url": "value", "valueCodeableConcept": { "text": "normal distribution (Shapiro-Wilk test with p-value >= 0.05)" } } ] } ] }, { "code": { "text": "Wilcoxon Mann-Whitney test" }, "intended": true, "extension": [ { "url": "http://hl7.org/fhir/StructureDefinition/statistic-model-include-if", "extension": [ { "url": "attribute", "valueCodeableConcept": { "text": "data distribution" } }, { "url": "value", "valueCodeableConcept": { "text": "not consistent with normal distribution (Shapiro-Wilk test with p-value < 0.05)" } } ] } ] } ] } ], "date": null, "meta": { "profile": [ "http://hl7.org/fhir/uv/ebm/StructureDefinition/statistic-model" ], "versionId": "9", "lastUpdated": "2025-03-10T14:59:32.227Z" }, "publisher": "HL7 International / Clinical Decision Support", "name": null, "copyright": "https://creativecommons.org/licenses/by-nc-sa/4.0/", "type": null, "experimental": null, "resourceType": "Evidence", "variableDefinition": [ { "description": "Adults with hypertension", "variableRole": "population" }, { "description": "Reversitol vs. Placebo", "variableRole": "exposure" }, { "description": "Change in systolic blood pressure from baseline to 3 months", "variableRole": "outcome" } ], "title": "Example of statistical analysis plan with different statistical test if non-normal distribution", "package_version": "6.0.0-ballot3", "author": [ { "name": "Brian S. Alper, MD, MSPH" } ], "extension": [ { "url": "http://hl7.org/fhir/StructureDefinition/structuredefinition-wg", "valueCode": "cds" } ], "status": "active", "id": "a21d7159-de60-46a2-8002-b9fa2f24aabb", "kind": null, "url": "https://fevir.net/resources/Evidence/346428", "identifier": [ { "type": { "text": "FEvIR Object Identifier" }, "value": "https://fevir.net/FOI/346428", "system": "urn:ietf:rfc:3986", "assigner": { "display": "Computable Publishing LLC" } }, { "value": "urn:oid:2.16.840.1.113883.4.642.10.6", "system": "urn:ietf:rfc:3986" } ], "version": null, "studyDesign": [ { "coding": [ { "code": "SEVCO:01003", "system": "https://fevir.net/sevco", "display": "randomized assignment" } ] } ], "contact": [ { "telecom": [ { "value": "http://www.hl7.org/Special/committees/dss", "system": "url" } ] } ] }