The misspelling "sqa" often occurs while typing "sql" quickly. To avoid this, one can suggest enabling autocorrect on devices, practicing touch typing to enhance accuracy or using specialized programming keyboards. Taking a moment to proofread before submitting can also help catch such errors and ensure better communication.