Difficulty concentrating. Which common meds can cause that?

Med side effects. Any medication that sedates or causes dry mouth or constipation (anticholinergic meds) can cause memory problems. This includes pain meds, antihistamines, decongestants, drugs of abuse like alcohol, cocaine, marijuana.