The carbon dioxide effect on oxygen affinity, known as the Bohr effect, describes how increased levels of carbon dioxide in the blood lower the pH, which in turn decreases hemoglobin's affinity for oxygen, facilitating oxygen release to tissues. This physiological mechanism is crucial for efficient oxygen delivery during conditions of high metabolic activity where carbon dioxide production is elevated.