Title :
Using Monte Carlo simulation to assess the value of combination vaccines for pediatric immunization
Author :
Jacobson, Sheldon H. ; Sewell, Edward C. ; Weniger, Bruce G.
Author_Institution :
Dept. of Mech. & Ind. Eng., Illinois Univ., Urbana, IL, USA
Abstract :
Research by vaccine manufacturers in the USA has resulted in the development of new vaccines that protect against a number of diseases. This has created a dilemma for how to introduce such new vaccines into an already crowded US Recommended Childhood Immunization Schedule and prompted the development of vaccine products that combine several individual vaccines into a single injection. Such combination vaccines permit new vaccines to be inserted into the immunization schedule without exposing children to an unacceptable number of injections during a single clinic visit. The paper describes a Monte Carlo simulation with an integer programming model to assess and quantify the distributions around inclusion prices which reflect the economic premium of these new combinations. Each new vaccine competed against existing. vaccines for six childhood diseases (hepatitis B, diphtheria, tetanus, pertussis, Haemophilus influenzae type b, and polio) at their March 2000 Federal contract discount prices
Keywords :
Monte Carlo methods; digital simulation; economics; integer programming; medical administrative data processing; paediatrics; patient treatment; scheduling; Federal contract discount prices; Haemophilus influenzae type b; Monte Carlo simulation; Recommended Childhood Immunization Schedule; USA; childhood diseases; children; combination vaccines; diphtheria; economic premium; hepatitis B; inclusion prices; integer programming model; pediatric immunization; pertussis; polio; single clinic visit; tetanus; vaccine manufacturers; vaccine products; Contracts; Costs; Immune system; Jacobian matrices; Job shop scheduling; Liver diseases; Manufacturing; Pediatrics; Protection; Vaccines;
Conference_Titel :
Simulation Conference, 2001. Proceedings of the Winter
Conference_Location :
Arlington, VA
Print_ISBN :
0-7803-7307-3
DOI :
10.1109/WSC.2001.977465