diff --git a/erpnext/controllers/accounts_controller.py b/erpnext/controllers/accounts_controller.py
index 66097ce..bd7d926 100644
--- a/erpnext/controllers/accounts_controller.py
+++ b/erpnext/controllers/accounts_controller.py
@@ -1439,7 +1439,8 @@
 
 						dr_or_cr = "debit" if d.exchange_gain_loss > 0 else "credit"
 
-						if d.reference_doctype == "Purchase Invoice":
+						# Inverse debit/credit for payable accounts
+						if self.is_payable_account(d.reference_doctype, party_account):
 							dr_or_cr = "debit" if dr_or_cr == "credit" else "credit"
 
 						reverse_dr_or_cr = "debit" if dr_or_cr == "credit" else "credit"
@@ -1473,6 +1474,14 @@
 							)
 						)
 
+	def is_payable_account(self, reference_doctype, account):
+		if reference_doctype == "Purchase Invoice" or (
+			reference_doctype == "Journal Entry"
+			and frappe.get_cached_value("Account", account, "account_type") == "Payable"
+		):
+			return True
+		return False
+
 	def update_against_document_in_jv(self):
 		"""
 		Links invoice and advance voucher: