In an embodiment, the present invention provides a device that identifies cardiovascular dysfunction of a subject. The claimed device comprises a controller, a transducer, and a processor. The controller initiates collection of a plurality of data related to a physiological condition. The transducer collects data over a plurality of cycles and transfers the data to the processor, which reduces the received data signal into an output using a novel formula. In an example the data correlate with data that are directly related to cardiovascular dysfunction but that are of limited use.