Diffusion and adoption of technology amongst engineering and business management students

Bibliographic Details
Main Author: Gabriel, Marcelo Luiz Dias Da Silva
Publication Date: 2017
Other Authors: Silva, Dirceu Da
Format: Article
Language: eng
Source: International Journal of Innovation (São Paulo)
Download full: https://periodicos.uninove.br/innovation/article/view/9848
Summary: This study aimed to identify profiles of technology adoption amongst engineering and business management students based on Rogers' theory of diffusion of innovations and on Hirschman's studies of innovativeness, novelty seeking, creativity behavior and role accumulation. A systematic literature review was performed and an item pool was generated to measure the constructs found on theory. The questionnaire was presented to an experts' panel for content validity and to a sample of subjects in the population for semantic validity. The final research instrument was then submitted to 390 students from private and public universities in Brazil. Mean age of sample was 22.5 years (SD = 4.9) and was well distributed between males (50.6%) and females (49.4%). Data was analyzed using SPSS 22.0 and SmartPLS 2.0. A hypothetical model was specified and alternative models as well. Univariate and multivariate normality was tested and PLS-SEM was chosen due to the non-parametric nature of collected data. Final results proved that Roger's theoretical profiles (e.g.: innovator, early adopter, etc) are predictors of Hirschman's adoption typology and these findings are useful to understand the generational patterns of technology diffusion and adoption and to support corporate initiatives on technology deployment amongst employees
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spelling Diffusion and adoption of technology amongst engineering and business management studentsDifusão e adoção de tecnologia entre estudantes universitários de Engenharia e Administraçãodiffusion of innovationsadoption of innovationsundergraduate studentsstructural equation modelingtechnologyDifusão de InovaçõesAdoção de InovaçõesEstudantes UniversitáriosModelagem de Equações EstruturaisTecnologiaThis study aimed to identify profiles of technology adoption amongst engineering and business management students based on Rogers' theory of diffusion of innovations and on Hirschman's studies of innovativeness, novelty seeking, creativity behavior and role accumulation. A systematic literature review was performed and an item pool was generated to measure the constructs found on theory. The questionnaire was presented to an experts' panel for content validity and to a sample of subjects in the population for semantic validity. The final research instrument was then submitted to 390 students from private and public universities in Brazil. Mean age of sample was 22.5 years (SD = 4.9) and was well distributed between males (50.6%) and females (49.4%). Data was analyzed using SPSS 22.0 and SmartPLS 2.0. A hypothetical model was specified and alternative models as well. Univariate and multivariate normality was tested and PLS-SEM was chosen due to the non-parametric nature of collected data. Final results proved that Roger's theoretical profiles (e.g.: innovator, early adopter, etc) are predictors of Hirschman's adoption typology and these findings are useful to understand the generational patterns of technology diffusion and adoption and to support corporate initiatives on technology deployment amongst employeesEsta pesquisa buscou identificar perfis de adoção de tecnologia entre estudantes universitários dos cursos de Engenharia e Administração de Empresas com base na teoria de Rogers sobre a difusão de inovação e os estudos de Hirschman sobre inovação, busca de novidades, comportamento criativo e acumulação de papéis. Foi realizada uma revisão sistemática da literatura e um conjunto de itens foi elaborado para a mensuração dos construtos encontrados na teoria. O instrumento de pesquisa (questionário) foi apresentado a um painel de especialistas para validação de conteúdo e para uma amostra dos sujeitos da população para validação semântica. A versão final do questionário foi submetida a 390 estudantes de instituições de ensino superior públicas e privadas no Brazil. A idade média da amostra foi de 22,5 anos (DP = 4,9) e a distribuição de gênero dos respondentes equilibrada entre masculino (50,6%) e feminino (49,4%). Os dados coletados foram analisados com os pacotes SPSS 22.0 e SmartPLS 2.0. Foram especificados um modelo de pesquisa hipotético e modelos alternativos. Testes de normalidade univariada e multivariada foram realizados e o modelo de equações estruturais baseado em mínimos quadrados parciais (PLS-SEM) foi escolhido em função da natureza não-paramétrica dos dados. Os resultados obtidos confirmam o modelo hipotético em que os perfis teóricos de Roger (ex.: inovador, adotante inicial, etc) são preditores da tipologia de adoção de Hirschman. Estas descobertas são úteis para compreensão dos padrões geracionais de difusão e adoção de tecnologia, bem como auxiliar iniciativas corporativas para disseminação de tecnologia entre os colaboradores.Universidade Nove de Julho - UNINOVE2017-02-16info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://periodicos.uninove.br/innovation/article/view/984810.5585/iji.v5i1.80International Journal of Innovation; Vol. 5 No. 1 (2017): January/April; 20-31International Journal of Innovation – IJI; Vol. 5 Núm. 1 (2017): January/April; 20-31International Journal of Innovation – IJI; v. 5 n. 1 (2017): January/April; 20-312318-9975reponame:International Journal of Innovation (São Paulo)instname:Universidade Nove de Julho (UNINOVE)instacron:UNINOVEenghttps://periodicos.uninove.br/innovation/article/view/9848/pdfCopyright (c) 2017 International Journal of Innovationhttps://creativecommons.org/licenses/by-nc-nd/4.0info:eu-repo/semantics/openAccessGabriel, Marcelo Luiz Dias Da SilvaSilva, Dirceu Da2020-02-10T21:02:48Zoai:ojs.periodicos.uninove.br:article/9848Revistahttps://periodicos.uninove.br/innovation/indexPRIhttps://periodicos.uninove.br/innovation/oaiiji@uninove.br || crismonteiro@uninove.br2318-99752318-9975opendoar:2020-02-10T21:02:48International Journal of Innovation (São Paulo) - Universidade Nove de Julho (UNINOVE)false
dc.title.none.fl_str_mv Diffusion and adoption of technology amongst engineering and business management students
Difusão e adoção de tecnologia entre estudantes universitários de Engenharia e Administração
title Diffusion and adoption of technology amongst engineering and business management students
spellingShingle Diffusion and adoption of technology amongst engineering and business management students
Gabriel, Marcelo Luiz Dias Da Silva
diffusion of innovations
adoption of innovations
undergraduate students
structural equation modeling
technology
Difusão de Inovações
Adoção de Inovações
Estudantes Universitários
Modelagem de Equações Estruturais
Tecnologia
title_short Diffusion and adoption of technology amongst engineering and business management students
title_full Diffusion and adoption of technology amongst engineering and business management students
title_fullStr Diffusion and adoption of technology amongst engineering and business management students
title_full_unstemmed Diffusion and adoption of technology amongst engineering and business management students
title_sort Diffusion and adoption of technology amongst engineering and business management students
author Gabriel, Marcelo Luiz Dias Da Silva
author_facet Gabriel, Marcelo Luiz Dias Da Silva
Silva, Dirceu Da
author_role author
author2 Silva, Dirceu Da
author2_role author
dc.contributor.author.fl_str_mv Gabriel, Marcelo Luiz Dias Da Silva
Silva, Dirceu Da
dc.subject.por.fl_str_mv diffusion of innovations
adoption of innovations
undergraduate students
structural equation modeling
technology
Difusão de Inovações
Adoção de Inovações
Estudantes Universitários
Modelagem de Equações Estruturais
Tecnologia
topic diffusion of innovations
adoption of innovations
undergraduate students
structural equation modeling
technology
Difusão de Inovações
Adoção de Inovações
Estudantes Universitários
Modelagem de Equações Estruturais
Tecnologia
description This study aimed to identify profiles of technology adoption amongst engineering and business management students based on Rogers' theory of diffusion of innovations and on Hirschman's studies of innovativeness, novelty seeking, creativity behavior and role accumulation. A systematic literature review was performed and an item pool was generated to measure the constructs found on theory. The questionnaire was presented to an experts' panel for content validity and to a sample of subjects in the population for semantic validity. The final research instrument was then submitted to 390 students from private and public universities in Brazil. Mean age of sample was 22.5 years (SD = 4.9) and was well distributed between males (50.6%) and females (49.4%). Data was analyzed using SPSS 22.0 and SmartPLS 2.0. A hypothetical model was specified and alternative models as well. Univariate and multivariate normality was tested and PLS-SEM was chosen due to the non-parametric nature of collected data. Final results proved that Roger's theoretical profiles (e.g.: innovator, early adopter, etc) are predictors of Hirschman's adoption typology and these findings are useful to understand the generational patterns of technology diffusion and adoption and to support corporate initiatives on technology deployment amongst employees
publishDate 2017
dc.date.none.fl_str_mv 2017-02-16
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.uninove.br/innovation/article/view/9848
10.5585/iji.v5i1.80
url https://periodicos.uninove.br/innovation/article/view/9848
identifier_str_mv 10.5585/iji.v5i1.80
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://periodicos.uninove.br/innovation/article/view/9848/pdf
dc.rights.driver.fl_str_mv Copyright (c) 2017 International Journal of Innovation
https://creativecommons.org/licenses/by-nc-nd/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2017 International Journal of Innovation
https://creativecommons.org/licenses/by-nc-nd/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Nove de Julho - UNINOVE
publisher.none.fl_str_mv Universidade Nove de Julho - UNINOVE
dc.source.none.fl_str_mv International Journal of Innovation; Vol. 5 No. 1 (2017): January/April; 20-31
International Journal of Innovation – IJI; Vol. 5 Núm. 1 (2017): January/April; 20-31
International Journal of Innovation – IJI; v. 5 n. 1 (2017): January/April; 20-31
2318-9975
reponame:International Journal of Innovation (São Paulo)
instname:Universidade Nove de Julho (UNINOVE)
instacron:UNINOVE
instname_str Universidade Nove de Julho (UNINOVE)
instacron_str UNINOVE
institution UNINOVE
reponame_str International Journal of Innovation (São Paulo)
collection International Journal of Innovation (São Paulo)
repository.name.fl_str_mv International Journal of Innovation (São Paulo) - Universidade Nove de Julho (UNINOVE)
repository.mail.fl_str_mv iji@uninove.br || crismonteiro@uninove.br
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