The global outbreak and rapid spread of SARS-CoV-2 created an urgent need for large scale testing of populations. There is a demand for high throughput testing protocols that can be used for efficient and rapid testing of clinical specimens. We evaluated a pooled-PCR protocol for testing nasopharyngeal swabs using known positive/negative and untested clinical samples that were assigned to pools of 5 or 10. Six-hundred and thirty (630) samples were used in this study. Individual positive samples with Ct values as high as 33 could be consistently detected when pooled with 4 negative samples (pool of 5) and individual positive samples with Ct values up to 31 could be consistently detected when pooled with 9 negative samples (pool of 10). Pooling of up to 5 samples can be employed in laboratories for the diagnosis of COVID-19 for efficient utilization of resources, rapid screening of a greater number of people, and faster reporting of test results.