I am experiencing the same issue and thinking not to use Intuit to collect payment. This is very ridiculous that partial payment will automatically mark the invoice as closed or full paid. It causes confusion to customers, inconvenience to business owner as well as providing an excuse/chance for business owner to use other third party, like Paypal to collect customers payments. I just do not understand why it is so difficult for your Tech team to find a solution.