{
"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": "ff24f803-d932-4bbf-8d4b-c73f5d2d4e9b",
"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"
} ]
} ]
}