Calcium deficiency, or hypocalcemia, occurs when there is insufficient calcium in the body, leading to weakened bones, dental changes, and potential disruptions in nerve and muscle function. It is crucial for maintaining bone health, muscle contraction, nerve signaling, and blood clotting, making adequate intake vital for overall health.