A diffusion model with application to evolving medical technologies

Abstract This paper reports on a system dynamics simulation model which was developed to study the diffusion of medical technologies but which should be applicable to other sorts of technologies as well. The model addresses both the adoption and the changing extent of use of an evolving, product-based technology and also endogenously accounts for changes in actual and perceived performance. Two specific medical case studies provide background to the model and are used for testing the model's ability to reproduce various aspects of historical behavior. The model's relatively complex structure is presented in the form of influence diagrams showing major flows and relationships. The paper concludes with a discussion of contributions and possible future uses and modifications of the model.

[1]  Vijay Mahajan,et al.  Innovation Diffusion Models of New Product Acceptance: A Reexamination , 1985 .

[2]  M. N. Sharif,et al.  Polynomial innovation diffusion models , 1982 .

[3]  E. J. Sondik,et al.  Modelling the dynamics of decision-making for emerging medical technologies , 1984 .

[4]  Jacob Schmookler,et al.  Economic Sources of Inventive Activity , 1962, The Journal of Economic History.

[5]  John D. C. Little,et al.  Feature Article - Aggregate Advertising Models: The State of the Art , 1979, Oper. Res..

[6]  L. Scherlis,et al.  Problems in health data analysis: the Maryland permanent pacemaker experience in 1979 and 1980. , 1983, The American journal of cardiology.

[7]  Gary L. Lilien,et al.  A market entry timing model for new techniques , 1986 .

[8]  M. Nawaz Sharif,et al.  System dynamics modeling for forecasting multilevel technological substitution , 1976 .

[9]  Stan N. Finkelstein,et al.  Scientific Evidence and the Abandonment of Medical Technology : A Study of Eight Drugs : Research Policy , 2018 .

[10]  J. Homer,et al.  A dynamic model for analyzing the emergence of new medical technologies , 1983 .

[11]  Sunoy Sanatani Market penetration of new products in segmented populations: A system dynamics simulation with fuzzy sets , 1981 .

[12]  H K Ury,et al.  Clindamycin and diarrhea. , 1976, JAMA.

[13]  E. Rogers Diffusion of Innovations , 1962 .

[14]  J. Bartlett,et al.  Treatment of anaerobic infections with lincomycin and clindamycin. , 1972, The New England journal of medicine.

[15]  H. Friedman,et al.  Impact of peer review in reduction of permanent pacemaker implantations. , 1981, JAMA.

[16]  L B Russell,et al.  The diffusion of hospital technologies: some econometric evidence. , 1977, The Journal of human resources.

[17]  Albert H. Rubenstein,et al.  Market penetration by new innovations: The technological literature , 1978 .

[18]  H V Fineberg,et al.  Evaluation of medical practices. The case for technology assessment. , 1979, The New England journal of medicine.

[19]  J. Coleman,et al.  Medical Innovation: A Diffusion Study. , 1967 .

[20]  F. Bass A new product growth model for consumer durables , 1976 .

[21]  R. Barton,et al.  Clindamycin-associated colitis. A prospective study. , 1974, Annals of internal medicine.

[22]  Robert A. Peterson,et al.  Models for innovation diffusion , 1985 .