• DocumentCode
    35439
  • Title

    Empirical study of ???double threshold??? modified model on new product diffusion

  • Author

    Dan Liu ; Qiran Sheng ; Zhanhong Xin ; Jiantong Cao

  • Author_Institution
    Sch. of Econ. & Manage., Beijing Univ. of Posts & Telecommun., Beijing, China
  • Volume
    11
  • Issue
    12
  • fYear
    2014
  • fDate
    Dec. 2014
  • Firstpage
    44
  • Lastpage
    53
  • Abstract
    The innovations actually diffuse among social network nowadays. Individual heterogeneity, interactions between individuals and network topology influence a lot. We established a “double threshold” modified model and took the number of neighbors, neighbors´ adoption and the cost-benefit parameters as crucial influencing factors. The diffusion of DaLingTong (CDMA450) products in MeiShan city of SiChuan province during 2004 to 2007 has been used to verity the model on Matlab. The validation results fit the actual diffusion pattern of DaLingTong (CDMA450) products very well. The results indicate that there exists a “tipping point (threshold)” in the process of innovation diffusion. If the initial adoption quantity is larger than the tipping point, then the product will spread to a large portion of people, otherwise is will collapse to zero. The model can effectively predict the diffusion of new products, and can influence the diffusion process by changing the value of the parameters.
  • Keywords
    mathematics computing; network theory (graphs); social networking (online); topology; CDMA450; DaLingTong; Matlab; MeiShan city of SiChuan; innovation diffusion; network topology; product diffusion; social network; threshold innovation model; Big data; Complex networks; Data models; Diffusion processes; Mathematical model; Social network services; Technological innovation; empirical study; innovation diffusion; social network; threshold innovation model;
  • fLanguage
    English
  • Journal_Title
    Communications, China
  • Publisher
    ieee
  • ISSN
    1673-5447
  • Type

    jour

  • DOI
    10.1109/CC.2014.7019839
  • Filename
    7019839