Real-time quantitative PCR (qPCR) using RPPH1 as a reference gene is a standard method for assessment and validation of genomic copy number variations. However, variants in the reference amplicon may cause errors, which was investigated herein. While conducting copy number variation validations for birth defects research studies, 13 of 1634 specimens with multiple loci that appeared to be present as three copies were unexpectedly detected. This apparent trisomy was hypothesized to be an amplification artifact caused by a variant in the RPPH1 amplicon. Sequencing revealed all 13 individuals carried one of the four different variants within the RPPH1 amplicon. These variants could produce allelic dropout or altered reaction efficiency, causing an inaccurate measurement of copy number. Additional genotyping predicted a low frequency of the most common variant (rs3093876; 14/3562 alleles; minor allele frequency, 0.39%). Laboratories should recognize the potential for inaccurate results when using a single qPCR control assay. Overestimated CFTR and SMN2 copy numbers identified during newborn screening that otherwise would have been incorrectly called were also detected. Variants in reference loci may produce false-negative normal results for test loci when real deletions are present. For clinical laboratories screening for heterozygous deletions for diagnostic testing or prenatal/carrier screening via qPCR, the most cost-effective solution to maximize sensitivity is to run triplex reactions targeting the region of interest with two control genes.