A market entry timing model for new techniques
Management Science
Computers and Operations Research
Comments on "A New Product Growth for Model Consumer Durables"
Management Science
Demand forecasting of high-speed Internet access service considering unknown time-varying covariates
Computers and Industrial Engineering
Modeling and Simulation of Market Dynamics for Successive Generation of Flash Memory
ICCIT '07 Proceedings of the 2007 International Conference on Convergence Information Technology
Application of dynamic diffusion theory in foreign direct investment of Taiwan IC industry in China
International Journal of Computational Science and Engineering
Computers and Industrial Engineering
Hi-index | 0.00 |
Liquid crystal display televisions (LCD TVs) embody properties of durable and high-technological products. In this work, we relax the restrictive assumptions of constant internal influence in the conventional growth model for worldwide diffusion of LCD TV innovation. Based upon the price impact on the imitating behaviors, we incorporate price factor into the Bass model to study evolutions of LCD TV market. Effects of innovation, imitation, price elasticity and potential market factors are systematically considered. Two different models, the conventional Bass model and the modified one are thus numerically solved and optimized to estimate the market dynamics of LCD TVs, where the results among the models as well as the collected data in the past decade are compared and validated for the best accuracy. The results of this study exhibit that LCD TV diffusion is mainly driven by consumers' word of mouth and 32-inch LCD TV remains to occupy the largest potential market among various size levels of LCD TVs. Previous LCD TV adopters persuade the potential ones to imitate the former in the TV transaction decisions. In particular, this model illustrates that LCD TV price reduction stimulates such imitating behaviors of successive LCD TV consumers. Due to the significance of the modeled price effect in LCD TV adoptions, the model with considering the effect of price performs better in fitness, prediction capability and parameter stability than the conventional one.