This thesis explores how algorithmic trading and market fragmentation affect market quality. Companies can use stock splits to adjust tick sizes and attract more market makers, improving liquidity. Dark trading doesn't contribute much to price discovery, and reducing it doesn't affect market competitiveness. Fragmentation on exchanges increases competition and lowers transaction costs, but also leads to more dark trading and algorithmic trading.