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An instrumental study was conducted to inform the design and revision of a scale\u2019s psychometric properties. The techniques used for statistical analysis were carried out in three sequences, namely, the first consisted of collecting validity evidence based on test content; the second consisted of an exploratory and confirmatory factor analysis to gather validity evidence based on internal structure; and the third consisted of estimating the test reliability of internal consistency through the omega coefficient. The results show that the proposed measurement scale meets the psychometric properties required of a social-science instrument.<\/jats:p>","DOI":"10.3390\/bs16071208","type":"journal-article","created":{"date-parts":[[2026,7,17]],"date-time":"2026-07-17T09:00:52Z","timestamp":1784278852000},"page":"1208","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Leadership and Human\u2013AI Collaboration: A Measurement Scale"],"prefix":"10.3390","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7920-9602","authenticated-orcid":false,"given":"Julio C\u00e9sar","family":"Acosta-Prado","sequence":"first","affiliation":[{"name":"Departamento de Ingenier\u00eda, Pontificia Universidad Cat\u00f3lica del Per\u00fa, Lima 15088, Peru"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jos\u00e9 Pablo","family":"Camargo","sequence":"additional","affiliation":[{"name":"Departamento de Investigaci\u00f3n, Colegio de Estudios Superiores de Administraci\u00f3n\u2014CESA, Bogot\u00e1 110311, Colombia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9618-1752","authenticated-orcid":false,"given":"Rodrigo Arturo","family":"Z\u00e1rate-Torres","sequence":"additional","affiliation":[{"name":"Departamento de Investigaci\u00f3n, Colegio de Estudios Superiores de Administraci\u00f3n\u2014CESA, Bogot\u00e1 110311, Colombia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2068-9963","authenticated-orcid":false,"given":"C. 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