Genomic DNA extraction protocols generally require the use of expensive and hazardous reagents necessary for decontamination of phenolic compounds from the extracts. In addition, they are lengthy, hindering large-scale sample extractions necessary for high-throughput analyses. Here we describe a simple, time and cost-efficient method for genomic DNA extraction from insects. The extracted DNA was successfully used in a Polymerase Chain Reaction (PCR), making it suitable for automation for large-scale genetic analysis and barcoding studies. The protocol employs a single purification step to remove polysaccharides and other contaminating compounds using a non-hazardous reagent buffer. In addition, we conducted a bioinformatics database analysis as proof of concept for the efficiency of the DNA extraction protocol by using universal barcoding primers specific for cytochrome c oxidase I gene to identify different arthropod specimens through Barcode of Life Database (BOLD) database search. The usefulness of this protocol in various molecular biology and biodiversity studies is further discussed.