Impacto de las nuevas tecnologías en los salarios en Colombia: Análisis a partir de la Encuesta de Calidad de Vida
The Impact of new technologies on wages in Colombia: An analysis with Quality-of-life survey
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Este documento evalúa el impacto de las nuevas tecnologías en los salarios en el Mercado laboral colombiano durante el año 2018. En el análisis se utiliza un modelo de emparejamiento por puntaje de propensión (Propensity Score Matching) con el fin de evaluar el uso de las nuevas tecnologías en los salarios y años educativos de los colombianos con base en la Encuesta de Calidad de Vida del año 2018. Los resultados muestran que el uso de las computadoras, computadores portátiles, tabletas, internet, transferencia de documentos, MS Excel y radio utilizados para el aprendizaje tienen un impacto positivo en los salarios de los colombianos. Esta investigación permite comprender los efectos de la tecnología sobre los salarios y provee información para el diseño de políticas públicas para el desarrollo de competencias tecnológicas.
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Acemoglu, D.; Restrepo, P (2019). Automation and New Tasks: How Technology Displaces and Reinstates Labor. Journal of Economic Perspectives, 2019, Vol 33 (2), pp: 3-30. DOI: 10.1257/jep.33.2.3
Acemoglu, Daron & Autor, David. Skills, Tasks and Technologies: Implications for Employment and Earnings, Handbook of Labor Economics, in: O. Ashenfelter & D (2011). Card (ed.), Handbook of Labor Economics, edition 1, 2011. Vol 4, chapter 12, pp: 1043-1171, Elsevier. https://doi.org/10.1016/S0169-7218(11)02410-5
Acemoglu, Daron, and Restrepo, Pascual (2019). Automation and New Tasks: How Technology Displaces and Reinstates Labor. Journal of Economic Perspectives, 2019, Vol. 33 (2).pp: 3-30. DOI: 10.1257/jep.33.2.3
Acemoglu, Daron (1998). Why do new technologies complement skills? Directed technical change and wage inequality. The Quarterly Journal of Economics, 1998; Vol 113 (4), pp: 1055-1089. https://doi.org/10.1162/003355398555838
Acs, Z., Audretsch, D., Feldman, P. (1994). R&D spillovers and recipient firm size. Review of Economics and Statistics, 1994, Vol 76, pp:336–340. https://doi.org/10.2307/2109888
Akerman, Anders, Gaarder, Ingvil, & Mogstad, Magne (2015). The skill complementarity of broadband internet. The Quarterly Journal of Economics, Oxford University Press. 2015, Vol 130(4), pp: 1781-1824. https://doi.org/10.1093/qje/qjv028
Allen, S (2011). Technology and the Wage Structure. Journal of Labor Economics, 2001, Vol 19(2), pp: 440-483. doi:10.1086/319567.
Arabsheibani, G. Reza, Emami, J. M. & Marin, Alan (2004). The impact of computer use on earnings in the UK. Scottish Journal of Political Economy, 2004, Vol 51 (1), pp: 82-94. ISSN 0036-9292. https://doi.org/10.1111/j.0036-9292.2004.05101005.x
Arabsheibani, G. Reza; Marin, Alan & Wadsworth, J (2004). In the pink: Homosexual‐heterosexual wage differentials in the UK. International Journal of Manpower, 2004, Vol 25 No. 3/4, pp. 343-354. https://doi.org/10.1108/01437720410541434.
Author, David H., Katz, Lawrence F & Krueger, Alan B (1998). Computing Inequality: Have Computers Changed the Labor Market?. The Quarterly Journal of Economics, 1998, Vol 113, pp: 1169–1213, https://doi.org/10.1162/003355398555874
Author, David; Levy, Frank & Murnane, Richard (2003). The Skill Content of Recent Technological Change: An Empirical Exploration. The Quarterly Journal of Economics, 2003, Vol 118(4), pp: 1279-1333. https://doi.org/10.1162/003355303322552801
Barrios, F. & Cárcamo (2013), C.. La innovación en la industria manufacturera de la región caribe colombiana. Revista Economía y Región, 2013, Vol. 7 No. 2, pp:119-142.
Barrios, F.; Alvarez, D.; Riveros, M (2020). La relación entre las redes de conocimiento y el desempeño innovador: Un análisis para la industria manufacturera colombiana. Revista Innovación y Ciencia, 2020, Vol 27, Número 1
Beaudry, Paul., Doms, Mark., & Lewis, Ethan (2010). Should the personal computer be considered a technological revolution? Evidence from US metropolitan areas. Journal of Political Economy, 2010, Vol 118(5), pp: 988-1036. https://doi.org/10.1086/658371
Beier, Margaret E, Ackerman Phillip L (2005). Age, ability, and the role of prior knowledge on the acquisition of new domain knowledge: Promising results in a real-world learning environment. Psychol Aging, 2005. Volumen 20 (2) pp: 341-355. https://doi.org/10.1037/0882-7974.20.2.341
Benavente, José M; Bravo, David & Montero, Rodrigo (2011). Wages and workplace computer use in Chile. Developing Economies, 2011, Vol 49 (4), pp: 382-403.https://doi.org/10.1111/j.1746-1049.2011.00144.x
Berman, E., Bound, J., & Machin, S (1998). Implications of Skill-Biased Technological Change: International Evidence. The Quarterly Journal of Economics. 1998, Vol 113(4), pp: 1245-1279. Available online http://www.jstor.org/stable/2586980. (Accessed on August 2nd., 2021). https://doi.org/10.1162/003355398555892
Bessen, James (2015). How Technology Has Affected Wages for the Last 200 Years. Harvard Business Review, 2015.
Blalock, G & Gertler, P (2005). Foreign Investment Direct and externalities: the case for Public intervention. Does Foreign Investment Direct promotes development?; ed. Theodore H. Moran, Edward M Graham and Magnus Blomstrom, Institute for International Economics. Washington D.C, 2005, pp: 73-106
Blinder, A., & Krueger, A (2013). Alternative Measures of Offshorability: A Survey Approach. Journal of Labor Economics, 2013, Vol 31(2), pp: S97-S128. doi:10.1086/669061.
Botello Peñaloza, H. A; Pedraza Avella, A.C & Contreras Pacheco, OE (2015). Business Analysis of the influence of ICT on the performance of service companies in Colombia. Virtual Magazine Universidad Católica del Norte, 2015, Vol 45, pp: 3-15.
Bound, J., & Johnson, G (1989). Changes in the Structure of Wages in the 1980's: An Evaluation of Alternative Explanations. The American Economic Review, 1989, Vol 82(3), pp: 371-392. Available online http://www.jstor.org/stable/2117311. (accessed on 2nd. August, 2021). DOI 10.3386/w2983
Brassiolo, Pablo Nahirñak, Paula Ruffo, Hernán. Uso y adopción de tecnología informática en el mercado laboral de Argentina. Instituto de Estudios sobre la Realidad Argentina y Latinoamérica (IERAL). Available online: https://aaep.org.ar/anales/works06/Brassiolo_Nahirnak_Ruffo.pdf. (accessed on 5th. August, 2021).
Bresnahan, Timothy, Brynjolfsson, Erik and Hitt, Lorin M (2002). Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence. The Quarterly Journal of Economics, 2002, Vol 117, pp: 339-376, https://EconPapers.repec.org/RePEc:oup:qjecon:v:117:y:2002:i:1:p:339-376 DOI: 10.1162/003355302753399526
Caliendo, M., & Kopeinig, S (2008). Some practical guidance for the implementation of propensity score matching. Journal of Economic Surveys, 2008, Vol 22(1). pp: 31-72. https://doi.org/10.1111/j.1467-6419.2007.00527.x
Callon M.(2001). Redes tecno-económicas e irrevesibilidad. Revista de Estudios Sociales de la Ciencia, 2001, Vol 08 No. 17, pp: 83-126.
Chesbrough (2003). The Open Innovation Paradigm, In Open Innovation. The new Imperative for Creating and Profiting from Technology; Publisher: Harvard Business School Publishing Corporation. Boston, Massachusetts, United States of America, 2003, pp.43-62.
Deming, D & Noray, K (2020). Earnings dynamics, changing job skills, and stem careers. Quarterly Journal of Economics, 2020, Vol 135 (4), pp: 1965-2005. https://doi.org/10.1093/qje/qjaa021
DiNardo, J & Pischke, J (1997). The Returns to Computer Use Revisited: Have Pencils Changed the Wage Structure Too?. Quarterly Journal of Economics, 1997, Vol 112 (1), pp: 291–303. https://doi.org/10.1162/003355397555190
Doms, M., Dunne, T., & Troske, K. R (1997). Workers, wages, and technology. The Quarterly Journal of Economics, 1997, Vol. 112(1) pp:253-290. https://doi.org/10.1162/003355397555181
Dutz, M. A., Mation, L. F., O’Connell, S. D., & Willig, R. D. (2017). Economy-wide and sectoral impacts on workers of Brazil’s internet rollout. Forum for social economics, 2017, Vol 46, pp: 160-177. https://doi.org/10.1080/07360932.2017.1307137
Forero-Pineda, C., S. Corredor y N. Forero (2009). Business Networks and Innovation in SMEs of a Developing Country. Working Paper Atiner 2009, pp:1-27
Frey, & Osborne (2017). The future of employment: how susceptible are jobs to computerization? Technological Forecasting and Social Change, 2017, Vol 114, pp: 254-280. https://doi.org/10.1016/j.techfore.2016.08.019
Goldin, C & Katz, LF (1998). The origins of technology-skill complementarity. QJ Econ, 1998; Vol 113 (3), pp:692-732. https://doi.org/10.1162/003355398555720
Gulati, R (1999). Network location and learning: the influence of network resources and firm capabilities on alliance formation. Strat. Mgmt. J, 1999, Vol. 20, pp: 397–420. doi: 10.1002/(SICI)1097-0266(199905)20:5<397: AID-SMJ35>3.0.CO;2-K
Huesca L, Ochoa G (2016). Wage Inequality And Technological Change Along The Northern Border Of Mexico. Development Problems, 2016. Vol 47 (187), pp: 165-188.
Iacovone, L., & Pereira-Lopez, M (2018). ICT Adoption and Wage Inequality: Evidence from Mexican Firms. Background paper for the Regional Study on Digital Technology Adoption, Skills, Productivity and Jobs in Latin America. Open Knowledge Repository of The World Bank. 2018, Available online: https://openknowledge.worldbank.org/handle/10986/29161. (accessed on 7th August, 2021).
Krueger, AB (1993). How computers have changed the wage structure: Evidence from microdata, 1984–1989. Quarterly Journal of Economics, 1993, Vol 108 (1), pp: 33-60. https://doi.org/10.2307/2118494
Lee, S., & Kim, J. "Has the Internet Changed the Wage Structure Too?". Labor Economics, 2004, Vol 11, No. 1, pp: 119-127. https://doi.org/10.1016/S0927-5371(03)00052-6
Lee, S., & Kim, J (2004). Has the Internet Changed the Wage Structure Too? Labor Economics, 2004, Vol. 11. pp: 119-127. https://doi.org/10.1016/S0927-5371(03)00052-6
Locke, E. A (1997). Prime movers: The traits of great business leaders. In G. Cooper & S. Jackson (Eds.), Creating tomorrow's organizations, 1997, pp: 75-96. Chichester, England: Wiley.
Macheen, S. & Van, J. Reenen. Changes in wage inequality. Center for economics performance. Available online https://www.researchgate.net/profile/JohnReenen/publication/5001231_Changes_in_Wage_Inequality/links/02e7e51ffd7b76500f000000/Changes-in-Wage-Inequality.pdf. (accessed on 5th. August, 2021).
Martin, DA (2018). U-shaped wage curve and the internet: The Colombian case. Study Econ, 2018, Vol 45 (2), pp: 173-202.
Michaels, G., Natraj, A., & Van Reenen, J. (2014). Has ICT polarized skill demand? Evidence from eleven countries over twenty-five years. Review of Economics and Statistics, 2014, Vol 96(1). pp: 60-77. https://doi.org/10.1787/1621d67f-en
Navarro, L (2011). The impact of internet use on individual earnings in Latin America ”in ICT in Latin America: a microdata analysis, ECLAC, 2011. Vol 11, pp: 69-93
Navarro, L. (2011). The impact of internet use on individual earnings in Latin America. ICT in Latin America: a microdata analysis, ECLAC. 2011. Volumen 11. pp: 69-93
Nelson, R (1986). Institutions Supporting Technical Advance in Industry. The American Economic Review, 1986, Vol. 76, No. 2, Papers and Proceedings of the Ninety-Eighth Annual Meeting of the American Economic Association, pp. 186-189. Published by: American Economic Association. Stable URL: http://www.jstor.org/stable/1818761
Novella, R., Alvarado, A., Rosas, D., González-Velosa, C. (2019). Encuesta de habilidades al trabajo (ENHAT) 2017-2018: Causas y consecuencias de la brecha de habilidades en Perú. Inter-American Development Bank, 2019. http://dx.doi.org/10.18235/0001653
Oosterbeek H, Ponce J (2011). The impact of computer use on earnings in a developing country: Evidence from Ecuador. Labor Econ, 2011, Vol 18 (4), pp: 434-440. https://doi.org/10.1016/j.labeco.2010.11.002
Peng, G & Zhang, D. (2019). Does Information Technology Substitute for or Complement Human Labor? A Dynamic Stratified Analysis on European Countries. Decision Sciences, 2019, Vol 51 (3), pp: 720-754. https://doi.org/10.1111/deci.12357
Powell, W.; Grodal. S (2006). Networks of innovators. In Oxford Handbook of Innovation, 2006, pp: 56-85. DOI: 10.1093/oxfordhb/9780199286805.003.0003
Rainie, L.; Anderson, J (2017). The Future of Jobs and Jobs Training. Pew Research Center, 2017, Available online: https://eric.ed.gov/?id=ED591030 accessed on 7th. August, 2021.
Rogers, WA; Hertzog, C & Fisk, AD (2000). An Individual Differences Analysis of Ability and Strategy Influences: Age-Related Differences in Associative Learning. J Exp Psychol Learn Mem Cogn, 2000. Volumen 26 (2). pp: 359-394. https://doi.org/10.1111/deci.1235
Saito, H., Copinath, M. (2011). Heterogeneous Firms, Trade Liberalization and Agglomeration. CJE, 2011, Vol 44(2), pp: 541-560. DOI:10.1111/j.1540-5982.2011.01643.x
Schmitz H. (2004). Local enterprises in the global economy: Issues of governance and upgrading. Local Enterprises in the Global Economy: Issues of Governance and Upgrading. Journal of Economic Geography, 2004, Vol 5, pp: 1-392. DOI: 10.4337/9781843769743
Silva M.(2016). Tic y Desigualdad salarial en Uruguay. Institute of Economics. Fcea.edu.uy, 2016, Available online: http://fcea.edu.uy/Jornadas_Academicas/2016/Ponencias/Economia/Trabajos/MSilva-jja2016.pdf (accessed on 21st., March, 2021).
Störmer, E., Patscha, C., Prendergast, J., Daheim, C., Rhisiart, M., Glover, P., & Beck, H. The future of work: jobs and skills in 2030. UK Commisson for Employment and Skills (UKCES), 2014. DOI:10.13140/RG.2.1.3063.8241
Torres García, AJ & Ochoa Adame, GL (2018). Wage inequality associated with the use of ICT in Mexico: An analysis by occupation. Quad Econ 2018, Vol 37 (74), pp: 353-390. https://doi.org/10.15446/cuad.econ.v37n74.56549
Tsai, K.-H.(2009). Collaborative networks and product innovation performance: Toward a contingency perspective. Research Policy. 2009, Vol 38, pp: 765–778.
Van der Velde, L. (2020). Within Occupation Wage Dispersion and the Task Content of Jobs. Oxf Bull Econ Stat, 2020, Vol 82 (5), pp: 1161-1197. https://doi.org/10.1111/obes.12368
World Bank (2017). Are you afraid of labor robotization? Available online. 2021 https://www.bancomundial.org/es/news/feature/2017/07/11/robotizacion-mercado-trabajo. (accessed on 7th. August, 2021).
Zoghi, C; Pabilonia, S. (2007). Which workers gain upon adopting a computer?. Canadian Journal of Economics / Revue canadienne d'économique, 2007, Vol 40. pp: 423-444. https://doi.org/10.1111/j.1365-2966.2007.00415.x