Reasoning and decision making involve cognitive processes such as deductive and inductive reasoning. Deductive reasoning uses syllogisms to reach definite conclusions from given premises, while inductive reasoning uses evidence to reach probable conclusions. Decision making involves choosing among alternatives and can be influenced by factors like risk aversion, emotional predictions, and how choices are framed. Brain regions like the prefrontal cortex are involved in higher-level cognitive functions used for reasoning and decision making.