fuel filter herky jerky

My 2000 Honda Insight has developed a severe case of herky-jerky. I am at 130K. The herky-jerky began in January after I took at 1,800 drive to CA. I have changed the air filter and spark plugs, but the problem remains. My next course of action is an EGR valve cleaning and to replace the...