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Macroscopic and microscopic perspectives for adoption of technologies in the USA

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  • Alexsandro M Carvalho
  • Sebastián Gonçalves
  • Janaína Ruffoni
  • José Roberto Iglesias

Abstract

Adoption of a new technology depends on many factors. Marketing, advertising, social interactions, and personal convictions are relevant features when deciding to adopt, or not, a new technology. Thus, it is very important to determine the relative weight of these factors when introducing a new technology. Here we discuss an agent based model to investigate the behavior of agents exposed to advertising and social contacts. Agents may follow the social pressure, or maybe contrarians, acting against the majority, to decide if they adopt or not a new technology. First, we solve analytically the model that relies on the above quoted factors. Then, we compare the theoretical results with empirical data concerning the adoption of innovations by American households during the 20th century. The analysis of the diffusion dynamics process is done either for the whole period, or by periods based on the so-called technical-economic paradigms, according to Freeman and Perez. Three different periods are considered: before 1920, from 1920 to 1970, and after 1970. We study the evolution of the model parameters for each technical-economic period. Finally, by adjusting the key parameters we are able to collapse all the data into a universal curve that describes all the adoption processes.

Suggested Citation

  • Alexsandro M Carvalho & Sebastián Gonçalves & Janaína Ruffoni & José Roberto Iglesias, 2020. "Macroscopic and microscopic perspectives for adoption of technologies in the USA," PLOS ONE, Public Library of Science, vol. 15(12), pages 1-19, December.
    • Handle: RePEc:plo:pone00:0242676
    DOI: 10.1371/journal.pone.0242676
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    References listed on IDEAS

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    1. Bronwyn H. Hall, 2004. "Innovation and Diffusion," NBER Working Papers 10212, National Bureau of Economic Research, Inc.
    2. Frank M. Bass, 1969. "A New Product Growth for Model Consumer Durables," Management Science, INFORMS, vol. 15(5), pages 215-227, January.
    3. Pulkki-Brännström, Anni-Maria & Stoneman, Paul, 2013. "On the patterns and determinants of the global diffusion of new technologies," Research Policy, Elsevier, vol. 42(10), pages 1768-1779.
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