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dc.contributor.authorBurnier, Céline
dc.contributor.authorCoulson, Sally
dc.contributor.authorMassonnet, Geneviève
dc.contributor.authorPitts, Kari
dc.contributor.authorSauzier, Georgina
dc.contributor.authorLewis, Simon
dc.date.accessioned2021-11-23T06:54:11Z
dc.date.available2021-11-23T06:54:11Z
dc.date.issued2021
dc.identifier.citationBurnier, C. and Coulson, S. and Massonnet, G. and Pitts, K. and Sauzier, G. and Lewis, S.W. 2021. A forensic international market survey of condom lubricants and personal hygiene products using ATR-FTIR coupled to chemometrics. Science & Justice. 61 (3): pp. 235-248.
dc.identifier.urihttp://hdl.handle.net/20.500.11937/86566
dc.identifier.doi10.1016/j.scijus.2021.01.005
dc.description.abstract

Condom residues may be encountered in forensic investigations as traces in sexual assault or rape cases. Casework studies have shown the value of distinguishing condom residues from other types of personal products used by women. However, up to now, there has been no investigation of their chemical variability within an international context. This work employed attenuated total reflectance Fourier transform infrared spectroscopy with chemometrics to provide objective characterisation of condom lubricants and personal hygiene products from the international market. 166 samples were obtained covering five major classes of products likely to be used by women. Principal component analysis distinguished most major classes based on their spectral profiles, with subsequent support vector machine models yielding discrimination accuracies over 90%. A two-step approach was subsequently developed and enabled both classification and a discrimination accuracy of 100%. This could provide greater confidence in chemical discrimination of residues from these products when conducting investigations and help assess the origin of the chemical profile obtained. Further testing using three validation sets produced an identification accuracy of 100% for generic classes, which may allow investigative leads to be more readily obtained from recovered evidence.

dc.languageEnglish
dc.publisherELSEVIER SCI LTD
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectScience & Technology
dc.subjectLife Sciences & Biomedicine
dc.subjectMedicine, Legal
dc.subjectPathology
dc.subjectLegal Medicine
dc.subjectSilicone
dc.subjectLubricants
dc.subjectGlycerine
dc.subjectInternational market
dc.subjectChemometrics
dc.subjectATR-FTIR
dc.subjectTIME
dc.subjectDISCRIMINATION
dc.subjectIDENTIFICATION
dc.subjectCLASSIFICATION
dc.subjectSPECTRA
dc.subjectSCIENCE
dc.subjectPAINTS
dc.subjectTRACES
dc.titleA forensic international market survey of condom lubricants and personal hygiene products using ATR-FTIR coupled to chemometrics
dc.typeJournal Article
dcterms.source.volume61
dcterms.source.number3
dcterms.source.startPage235
dcterms.source.endPage248
dcterms.source.issn1355-0306
dcterms.source.titleScience & Justice
dc.date.updated2021-11-23T06:54:11Z
curtin.departmentSchool of Molecular and Life Sciences (MLS)
curtin.accessStatusOpen access
curtin.facultyFaculty of Science and Engineering
curtin.contributor.orcidLewis, Simon [0000-0002-2049-1586]
curtin.contributor.orcidSauzier, Georgina [0000-0002-9908-7956]
dcterms.source.eissn1876-4452
curtin.contributor.scopusauthoridLewis, Simon [7404038754]
curtin.contributor.scopusauthoridSauzier, Georgina [55600124800]


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