Software Impact Employment Composition and the Skill Content of Occupations? Evidence from Chilean Firms

Autores
Almeida, Rita K.; Fernandes, Ana M.; Viollaz, Mariana
Año de publicación
2017
Idioma
inglés
Tipo de recurso
documento de trabajo
Estado
versión enviada
Descripción
A major concern with the rapid spread of technology is that it replaces some jobs, displacing workers. However, technology may raise firm productivity, generating more jobs. The paper contributes to this debate by exploiting a novel panel data set for Chilean firms in all sectors between 2007 and 2013. While previous studies examine the impacts of automation on the use of routine tasks by middle-educated workers. This study focuses on a measure of complex software that is typically used by more educated workers in cognitive and nonroutine tasks for client, production, and business management. The instrumental variables estimates show that in the medium run, firms’ adoption of complex software affects firms’ employment decisions and the skill content of occupations. The adoption of complex software reallocates employment from skilled workers to administrative and unskilled production workers. This reallocation leads to an increase in the use of routine and manual tasks and a reduction in the use of abstract tasks within firms. Interestingly, the impacts tend to be concentrated in sectors with a less educated workforce, suggesting that technology can constrain job creation for the more skilled workers there. The paper concludes that the type of technology matters for understanding the impacts of technology adoption on the labor market.
Centro de Estudios Distributivos, Laborales y Sociales (CEDLAS)
Materia
Ciencias Económicas
Chile
complex software
tasks
skills
employment structure
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by/4.0/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/65321

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spelling Software Impact Employment Composition and the Skill Content of Occupations? Evidence from Chilean FirmsAlmeida, Rita K.Fernandes, Ana M.Viollaz, MarianaCiencias EconómicasChilecomplex softwaretasksskillsemployment structureA major concern with the rapid spread of technology is that it replaces some jobs, displacing workers. However, technology may raise firm productivity, generating more jobs. The paper contributes to this debate by exploiting a novel panel data set for Chilean firms in all sectors between 2007 and 2013. While previous studies examine the impacts of automation on the use of routine tasks by middle-educated workers. This study focuses on a measure of complex software that is typically used by more educated workers in cognitive and nonroutine tasks for client, production, and business management. The instrumental variables estimates show that in the medium run, firms’ adoption of complex software affects firms’ employment decisions and the skill content of occupations. The adoption of complex software reallocates employment from skilled workers to administrative and unskilled production workers. This reallocation leads to an increase in the use of routine and manual tasks and a reduction in the use of abstract tasks within firms. Interestingly, the impacts tend to be concentrated in sectors with a less educated workforce, suggesting that technology can constrain job creation for the more skilled workers there. The paper concludes that the type of technology matters for understanding the impacts of technology adoption on the labor market.Centro de Estudios Distributivos, Laborales y Sociales (CEDLAS)2017-07info:eu-repo/semantics/workingPaperinfo:eu-repo/semantics/submittedVersionDocumento de trabajohttp://purl.org/coar/resource_type/c_8042info:ar-repo/semantics/documentoDeTrabajoapplication/pdfhttp://sedici.unlp.edu.ar/handle/10915/65321enginfo:eu-repo/semantics/altIdentifier/url/http://www.cedlas.econo.unlp.edu.ar/wp/wp-content/uploads/doc_cedlas214.pdfinfo:eu-repo/semantics/altIdentifier/issn/1853-0168info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by/4.0/Creative Commons Attribution 4.0 International (CC BY 4.0)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-09-29T11:09:33Zoai:sedici.unlp.edu.ar:10915/65321Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-09-29 11:09:33.47SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv Software Impact Employment Composition and the Skill Content of Occupations? Evidence from Chilean Firms
title Software Impact Employment Composition and the Skill Content of Occupations? Evidence from Chilean Firms
spellingShingle Software Impact Employment Composition and the Skill Content of Occupations? Evidence from Chilean Firms
Almeida, Rita K.
Ciencias Económicas
Chile
complex software
tasks
skills
employment structure
title_short Software Impact Employment Composition and the Skill Content of Occupations? Evidence from Chilean Firms
title_full Software Impact Employment Composition and the Skill Content of Occupations? Evidence from Chilean Firms
title_fullStr Software Impact Employment Composition and the Skill Content of Occupations? Evidence from Chilean Firms
title_full_unstemmed Software Impact Employment Composition and the Skill Content of Occupations? Evidence from Chilean Firms
title_sort Software Impact Employment Composition and the Skill Content of Occupations? Evidence from Chilean Firms
dc.creator.none.fl_str_mv Almeida, Rita K.
Fernandes, Ana M.
Viollaz, Mariana
author Almeida, Rita K.
author_facet Almeida, Rita K.
Fernandes, Ana M.
Viollaz, Mariana
author_role author
author2 Fernandes, Ana M.
Viollaz, Mariana
author2_role author
author
dc.subject.none.fl_str_mv Ciencias Económicas
Chile
complex software
tasks
skills
employment structure
topic Ciencias Económicas
Chile
complex software
tasks
skills
employment structure
dc.description.none.fl_txt_mv A major concern with the rapid spread of technology is that it replaces some jobs, displacing workers. However, technology may raise firm productivity, generating more jobs. The paper contributes to this debate by exploiting a novel panel data set for Chilean firms in all sectors between 2007 and 2013. While previous studies examine the impacts of automation on the use of routine tasks by middle-educated workers. This study focuses on a measure of complex software that is typically used by more educated workers in cognitive and nonroutine tasks for client, production, and business management. The instrumental variables estimates show that in the medium run, firms’ adoption of complex software affects firms’ employment decisions and the skill content of occupations. The adoption of complex software reallocates employment from skilled workers to administrative and unskilled production workers. This reallocation leads to an increase in the use of routine and manual tasks and a reduction in the use of abstract tasks within firms. Interestingly, the impacts tend to be concentrated in sectors with a less educated workforce, suggesting that technology can constrain job creation for the more skilled workers there. The paper concludes that the type of technology matters for understanding the impacts of technology adoption on the labor market.
Centro de Estudios Distributivos, Laborales y Sociales (CEDLAS)
description A major concern with the rapid spread of technology is that it replaces some jobs, displacing workers. However, technology may raise firm productivity, generating more jobs. The paper contributes to this debate by exploiting a novel panel data set for Chilean firms in all sectors between 2007 and 2013. While previous studies examine the impacts of automation on the use of routine tasks by middle-educated workers. This study focuses on a measure of complex software that is typically used by more educated workers in cognitive and nonroutine tasks for client, production, and business management. The instrumental variables estimates show that in the medium run, firms’ adoption of complex software affects firms’ employment decisions and the skill content of occupations. The adoption of complex software reallocates employment from skilled workers to administrative and unskilled production workers. This reallocation leads to an increase in the use of routine and manual tasks and a reduction in the use of abstract tasks within firms. Interestingly, the impacts tend to be concentrated in sectors with a less educated workforce, suggesting that technology can constrain job creation for the more skilled workers there. The paper concludes that the type of technology matters for understanding the impacts of technology adoption on the labor market.
publishDate 2017
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