Software quality in use (QinU) relates to human-software interactions when a software product is used in a particular context. Currently. QinU measurement models are bound to ineffective measurement formulation and many models are subjectively incoherent. This paper proposes a novel QinU framework (QinUF) to measure QinU competently consuming software reviews. https://www.diegojavierfares.com/