Macroscopic and microscopic perspectives for adoption of technologies in the USA

Detalhes bibliográficos
Autor(a) principal: Carvalho, Alexsandro Marian
Data de Publicação: 2020
Outros Autores: Goncalves, Sebastian, Ruffoni, Janaina Passuello, Iglesias, Jose Roberto
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFRGS
Texto Completo: http://hdl.handle.net/10183/219934
Resumo: 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.
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spelling Carvalho, Alexsandro MarianGoncalves, SebastianRuffoni, Janaina PassuelloIglesias, Jose Roberto2021-04-15T04:22:24Z20201932-6203http://hdl.handle.net/10183/219934001124075Adoption 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.application/pdfengPLoS ONE. San Francisco. Vol. 15, no. 12 (Dec. 2020), 02426761, 19 p.TecnologiaInovaçãoInteração socialMacroscopic and microscopic perspectives for adoption of technologies in the USAEstrangeiroinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFRGSinstname:Universidade Federal do Rio Grande do Sul (UFRGS)instacron:UFRGSTEXT001124075.pdf.txt001124075.pdf.txtExtracted Texttext/plain53323http://www.lume.ufrgs.br/bitstream/10183/219934/2/001124075.pdf.txtef8d176ece5b55529be6c8e65405f8dcMD52ORIGINAL001124075.pdfTexto completo (inglês)application/pdf2407007http://www.lume.ufrgs.br/bitstream/10183/219934/1/001124075.pdfcfc6ecb6debc867273ff462dec278f34MD5110183/2199342024-05-19 05:46:12.929845oai:www.lume.ufrgs.br:10183/219934Repositório de PublicaçõesPUBhttps://lume.ufrgs.br/oai/requestopendoar:2024-05-19T08:46:12Repositório Institucional da UFRGS - Universidade Federal do Rio Grande do Sul (UFRGS)false
dc.title.pt_BR.fl_str_mv Macroscopic and microscopic perspectives for adoption of technologies in the USA
title Macroscopic and microscopic perspectives for adoption of technologies in the USA
spellingShingle Macroscopic and microscopic perspectives for adoption of technologies in the USA
Carvalho, Alexsandro Marian
Tecnologia
Inovação
Interação social
title_short Macroscopic and microscopic perspectives for adoption of technologies in the USA
title_full Macroscopic and microscopic perspectives for adoption of technologies in the USA
title_fullStr Macroscopic and microscopic perspectives for adoption of technologies in the USA
title_full_unstemmed Macroscopic and microscopic perspectives for adoption of technologies in the USA
title_sort Macroscopic and microscopic perspectives for adoption of technologies in the USA
author Carvalho, Alexsandro Marian
author_facet Carvalho, Alexsandro Marian
Goncalves, Sebastian
Ruffoni, Janaina Passuello
Iglesias, Jose Roberto
author_role author
author2 Goncalves, Sebastian
Ruffoni, Janaina Passuello
Iglesias, Jose Roberto
author2_role author
author
author
dc.contributor.author.fl_str_mv Carvalho, Alexsandro Marian
Goncalves, Sebastian
Ruffoni, Janaina Passuello
Iglesias, Jose Roberto
dc.subject.por.fl_str_mv Tecnologia
Inovação
Interação social
topic Tecnologia
Inovação
Interação social
description 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.
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dc.relation.ispartof.pt_BR.fl_str_mv PLoS ONE. San Francisco. Vol. 15, no. 12 (Dec. 2020), 02426761, 19 p.
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