Assessing the Texas Christian University Drug Screen Instrument with Texas Department of Criminal Justice Inmates, 1999-2000 (ICPSR 3541)
Consequences of Childhood Exposure to Intimate Partner Violence in Chicago, Illinois, 1994-2000 (ICPSR 20344)
Evaluating a Presumptive Drug Testing Technology in Community Corrections Settings, 2011, Alabama, Florida and Wyoming (ICPSR 34494)
These data are part of NACJD's Fast Track Release and are distributed as they were received from the data depositor. The files have been zipped by NACJD for release, but not checked or processed except for the removal of direct identifiers. Users should refer to the accompanying readme file for a brief description of the files available with this collection and consult the investigator(s) if further information is needed.
This study was a multi-site evaluation of a presumptive drug detection technology (PDDT) developed by Mistral Security Incorporated (MSI). The evaluation was conducted by Justice and Security Strategies, Inc. (JSS) in work release programs, probation and parole offices, and drug courts in three states: Alabama, Florida, and Wyoming. Also, interviews with the offenders, corrections staff, and program administrators were conducted.
Project on Human Development in Chicago Neighborhoods (PHDCN): Addendum (Young Adult), Wave 3, 2000-2002 (ICPSR 13671)
Project on Human Development in Chicago Neighborhoods (PHDCN): Forward Memory, Wave 3, 2000-2002 (ICPSR 13705)
Project on Human Development in Chicago Neighborhoods (PHDCN): Peabody Picture Vocabulary Test, Wave 3, 2000-2002 (ICPSR 13732)
Project on Human Development in Chicago Neighborhoods (PHDCN): Stanford-Binet, Wave 1, 1994-1997 (ICPSR 13599)
Project on Human Development in Chicago Neighborhoods (PHDCN): Stanford-Binet, Wave 2, 1997-2000 (ICPSR 13652)
Project on Human Development in Chicago Neighborhoods (PHDCN): Wechsler Adult Intelligence Scale-Revised, Wave 1, 1994-1997 (ICPSR 13603)
Project on Human Development in Chicago Neighborhoods (PHDCN): Wechsler Adult Intelligence Scale-Revised, Wave 2, 1997-2000 (ICPSR 13663)
Project on Human Development in Chicago Neighborhoods (PHDCN): Wechsler Adult Intelligence Scale-Revised, Wave 3, 2000-2002 (ICPSR 13747)
Project on Human Development in Chicago Neighborhoods (PHDCN): Wechsler Intelligence Scale for Children-Revised, Wave 1, 1994-1997 (ICPSR 13604)
Project on Human Development in Chicago Neighborhoods (PHDCN): Wechsler Intelligence Scale for Children-Revised, Wave 2, 1997-2000 (ICPSR 13664)
Project on Human Development in Chicago Neighborhoods (PHDCN): Wechsler Intelligence Scale for Children-Revised, Wave 3, 2000-2002 (ICPSR 13749)
Towards Commercialization: Preliminary Developmental Validation of a High Resolution Melt Curve Mixture Prediction Assay and SVM Tool, Virginia, 2020-2022 (ICPSR 39133)
In the current study, roughly 170 single source samples and 32 two-person mixture samples were tested using both the integrated Quantiplex®-high resolution melt (HRM) assay and Quantifiler™ Trio-HRM assay, then the entire HRM datasets were exported for prediction modeling using both linear discriminate analysis (LDA) and support vector machine (SVM) algorithms in R Studio software. For proof-of-concept, only 8 different genotypes, including a genotype of "mixture", were represented (for each locus) in testing. A portion of the samples tested were used to "train" the software and the remaining sample data was used as unknowns (or "validation") samples for prediction. When samples were tested in the Quantiplex®-HRM assay, an overall accuracy of 87.88 percent was exhibited, correctly classifying 87.5 percent of single source samples as such and 90 percent of mixture samples. Similarly, when samples were tested in the Quantifiler™ Trio-HRM assay an overall accuracy of 79.2 percent was exhibited, with 89.2 percent of single source samples accurately classifying and 43.8 percent of mixtures accurately classifying. Additionally, quantification values obtained from the integrated assays as well as the quality metrics such as the slope, R2, and y-intercept, were not significantly different than those obtained in the standard assays.