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The main difference is the number of entries per transaction. In a single entry bookkeeping, per transaction has a single entry (credit) while double-entry has two (credit and debit) per transaction.
It ensures the accuracy of transactions between two payments sources bringing accountability into picture. To a great extent, it prevents data entry errors.