The fall armyworm (FAW), Spodoptera frugiperda, is one of the most harmful plant pests in the world and is globally distributed from the American continent to the Asian region. The FAW USA population (Sf‐USA) and China population (Sf‐CHN), which belong to corn strain, showed different developmental periods and fecundity rates in lab conditions. Sf‐USA had faster development and higher fecundity compared with Sf‐CHN. To examine these differences, transcriptomic data from two FAW populations were analyzed and compared. Twelve gigabytes of transcripts were read from each sample and 21,258 differentially expressed genes (DEGs) were detected. DEGs with log2 fold change ≥ 2 were identified and compared in two populations. In comparison to the Sf‐CHN, we discovered that 3471 and 3851 individual DEGs upregulated and downregulated, respectively. Comparing transcriptome profiles for differential gene expression revealed several DEGs, including 39 of ecdysone (E)‐, 25 of juvenile hormone‐, and 15 of insulin‐related genes. We selected six of E‐related genes, such as Neverland, Shade, Ecdysone receptor, Ecdysone‐inducible protein 74 (E74), E75, and E78 from DEGs. Gene expressions were suppressed by RNA interference to confirm the physiological functions of the selected genes from Sf‐USA. The Sf‐USA showed developmental retardation and a decrease in fecundity rate by suppression of E‐related genes. These findings show that biological characteristics between Sf‐USA and Sf‐CHN are influenced by E‐related genes.