Incidence of ICTs on economic expansion in Ecuador: An approach towards sustainable development

Main Article Content

Daniel Quizhpe
Pablo Ponce

Abstract

The digital empowerment of globalized sectors, who with free and total access to ICT achieve a superior lifestyle, enjoying better jobs, higher educational quality and greater productivity as soon as digital inclusion can grant, as opposed to vulnerable sectors and with economic limitations, where a digital divide of 11.4% translates into obstacles to economic growth and social development. Therefore, this research aims to evaluate the impact of ICT on the economic growth of Ecuador, period 2008-2018. For the present study, all the annual information from 21 provinces of Ecuador was processed, which appears in the National Survey of Employment, Underemployment and Unemployment (ENEMDU, 2019) and the Technological Survey (ET, 2019) published by INEC (2019). . Panel data econometric techniques were used, through the application of a generalized least squares (GLS) model. The main results showed a positive relationship between economic growth and ICT, whose relationship improves if people have a higher level of schooling, are older, are mestizo and live in urban areas. This reinforces the idea that policy decisions to reduce the digital divide should not only focus on reinforcing the digital infrastructure, but also adopt measures that can reduce digital exclusion through education and reduce the costs of digital inputs, through through the consolidation of a model of technological innovation.

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Quizhpe, D., & Ponce , P. . (2022). Incidence of ICTs on economic expansion in Ecuador: An approach towards sustainable development. Revista Económica, 10(2), 96–112. https://doi.org/10.54753/rve.v10i2.1409
Section
RESEARCH ARTICLES

References

Akaike, H. (1974). A new look at the statistical model identification. IEEE Transactions on Automatic Control, 19(6), 716-723.

Acemoglu, D., & Restrepo, P. (2019). Secular Stagnation? The Effect of Aging on Economic Growth in the Age of Automation. American Economic Review, 174-79.

Acheampong, A., Adams, S., & Boateng, E. (2019). Do globalization and renewable energy contribute to carbon emissions mitigation in Sub-Saharan Africa? Science of the Total Environment., 436-446.

Adeleye, N., & Eboagu, C. (2019). Evaluation of ICT development and economic growth in Africa. In NETNOMICS: Economic research and electronic networking.

Akinade, S. (2020). An Evaluation of Technology Innovation on the Performance of Indigenous TexWeaving Firms in Southwestern Nigeria. Journal of Business & Management, 15-21.

Alderete, M., & Gutiérrez, L. (2018). Tics y productividad en las industrias en Colombia. Lecturas de Economía, 163-188.

Alhassan, M. D., & Adama, I. O. (2021). The effects of digital inclusion and ICT access on the quality of life: A global perspective. Technology in Society, 12-18.

Ali, M. A., Alam, K., & Rafiq, B. T. (2020). Does ICT maturity catalyse economic development? Evidence from a panel data estimation approach in OECD countries. Economic Analysis and Policy, 56-90.

Annett, A. (2019). Social fractionalization, political instability, and the size of government. IMF Staff Papers, 23-49.

Bart van Ark, R. I. (2020). 'Changing Gear' - Productivity, ICT and Services Industries: Europe and the United States. EconPapers, 8-12.

BCE. (2019). Banco Central del Ecuador. Obtenido de url{https://www.bce.fin.ec/index.php/informacioneconomica/sector-real}

Bell, D. (1992). The coming of post-industrial society; a venture in social forecasting. Journal of Business & Management, 56-85.

Belyakov, A., Kurbatskiy, A., & Prettner, K. (2020). The growth effects of anticipated versus unanticipated population aging. Journal of Mathematical Economics, 9-15.

Berdiev, A., Goel, R., & Saunoris, y. J. (2020). The path from ethnic inequality to development: The intermediary role of institutional quality. World Development, 25-35.

Bhagwati, J. (2019). «Education, class structure and income inequality». Telematics and Informatics, 13-21.

Bloom, D. E., & Williamson, y. J. (1998). Demographic Transitions and Economic Miracles in Emerging Asia. The World Bank Economic Review, 419-455.

Bloom, D., Canning, D., & Fink, G. (2020). Implications of population ageing for economic growth. Economic Policy, 583–612.

Borja, R. (2020). Enciclopedia de la Política. Telecommunications Policy, 25-48. Obtenido de url{https://www.enciclopediadelapolitica.org/crecimiento_economico/}

Boutueil, V., & Aguiléra, A. (2019). Capítulo 5 - Impactos y desafíos para los países en desarrollo. Urban Mobility and the Smartphone, 169-199.

Bover, M. A. (1990). La econometría de datos de panel. Investigaciones Económicas, 14(1), 3–45.

Bresnahan, T., & Brynjolfsson, E. y. (2019). Information technology, workplace organization, and the demand for skilled labor: firm-level evidence. The Quarterly Journal of Economics, Vo. 117,pp.

Breunig, R., & Majeed, y. O. (2019). Inequality, poverty and economic growth. International Economics, 15-27.

Bruneau, R. M. (2019). Microfinance, financial inclusion and ICT: Implications for poverty and inequality. Technology in Society, 12-15.

Bruns, S. B., & Ioannidis, J. P. (2019). Determinants of economic growth: Different time different answer? Journal of Macroeconomics, 15-25.

Brynjolfsson, E., & Hit. (1996). The contribution of information technology to consumer welfare. Inform. Syst. Res., 281-300.Burch, S. (2004). Sociedad de la información / Sociedad del conocimiento. Economía, Sociedad y Territorio , 15-32.

Bustos, S., & Yıldırım, M. (2020). Production Ability and economic growth. Research Policy, 5-9.

Cabrera, J. M. (2020). Trabajo calificado, especialización y productividad laboral urbana en la frontera norte de México: un análisis de panel de efectos mixtos. México.

Cañedo, R. (2019). Análisis del conocimiento, la información y la comunicación como categorías reflejas en el marco de la ciencia. ACM Computing Surveys, 15-17.

Carrasquilla, M. (2019). Marco conceptual: variables de control. Scribbr.

Casanueva, R. (2019). Las Telecomunicaciones en México: Regulación y Reforma Competencia. Mexico: Porrúa: Desarrollo de Infraestructura e Inclusión Digital. Journal Economics, 12-25.

CEPAL. (2020). Los caminos hacia una sociedad de la información en América Latina y el Caribe.

Chen, J. H. (2020). ICT-related behavioral factors mediate the relationship between adolescents’ ICT interest and their ICT self-efficacy: Evidence from 30 countries. Computers & Education, 5-10.

D. Jorgenson, J. S. (2000). Raising the speed limit: US economic growth in the information age. Brookings papers on economic activity, 19-21.

Dedrick, J., Gurbaxani, V., & Kraemer, K. (2019). Information technology and productivity: Preliminary evidence from country-level data. ACM Computing Surveys, 45-58.

Di Wang, & Tao Zhou. (2021). Tecnología de la información y la comunicación (TIC), brecha digital y urbanización: evidencia de las ciudades chinas. Tecnología en la Sociedad, 23-58.

Dimaggio, A. (2019). Umbrales Para La Determinación De La Brecha Digital: Comparativa Entre Regiones Desarrolladas. Research Policy, 23-45. Obtenido de url{Http://Www.Scielo.Br/Pdf/Tinf/V26n2/0103-3786-Tinf-26-02-00125.Pdf}

E. Brynjolfsson. (1996). The contribution of information technology to consumer welfare. Inform. Syst. Res., 281-300.

Easterly, W., & Levine, y. R. (2019). Africa’s growth tragedy: Policies and ethnic divisions. The Quarterly Journal of Economics, 112(4), 1203-1250.

Elbahnasawy, N. (2021). Can e-government limit the scope of the informal economy? World Development, 10-18.

ENEMDU. (2019). Encuesta de Empleo, Desempleo y Subempleo. Obtenido de url{https://aplicaciones3.ecuadorencifras.gob.ec/BIINEC-war/index.xhtml;jsessionid=fK-5Qwzm2E7WKQkXKCSBa6U8.undefined}Erazo, R., Morales, E., & Guevara, J. (2018). Plan Estratégico de Investigación, Desarrollo e Innovación para las TIC en el Ecuador ¿Propuesta viable para la inclusión? Research Policy, 12-48.Erlando, A., Riyanto, F. D., & Masakazu, y. S. (2020). Financial inclusion, economic growth, and poverty alleviation: evidence from eastern Indonesia. Heliyon, 25-35.

ET. (2019). Encuesta Tecnológica. Obtenido de url{https://www.ecuadorencifras.gob.ec//tecnologias-de-la-informacion-y-comunicacion-tic/}

Fuentes, Á. d. (2018). Inversión en TICs y productividad: Un breve panorama y una primera aproximación al caso de las regiones españolas. Economía y Desarrollo, 12-25.

García-Montalvo, J., & Reynal-Querol, M. (2020). Ethnic diversity and economic development. Journal of Development Economics, 293-323.

Garrido, M. F. (2016). Formación basada en las Tecnologías de la Comunicación. Journal of Business & Management, 12-19.

Gaudio, B. L., Porzio, C., Sampagnaro, G., & Verdoliva, V. (2020). How do mobile, internet and ICT diffusion affect the banking industry? An empirical analysis. European Management Journal, 3-5.

Ghorbanseresht, H. S. (2019). Impact of information and communication technology and financial development on economic growth of OPEC. Kasetsart Journal of Social Sciences, 40(3), 546–551.

Godwin Myovella, M. K. (2020). Digitalization and economic growth: A comparative analysis of sub-saharan Africa and OECD economies. Telecommunications Policy, 44 (2).

Gordon, R. (2000). Why was Europe left at the station when America´s productivity locomotive departed? NBER, Working Paper, 49-74.

Goren, E. (2020). How Ethnic Diversity Affects Economic Growth. World Development, 275-297.

Gründler, K., & Scheuermeyer, y. P. (2020). Growth effects of inequality and redistribution: What are the transmission channels? Journal of Macroeconomics, 55: 293–313.

Gutiérrez, A. (2019). Tics y productividad en las industrias en Colombia. Lecturas de Economía, 163-188.

Gutiérrez-Romero, R., & Ahamed, M. (2020). COVID-19 response needs to broaden financial inclusion to curb the rise in poverty. World Development, 10-19.

Harper, S., & Leeson, y. G. (2009). Introducing journal of population ageing. Popul Ageing, 1-5.

Hasbi, M., & Dubus, A. (2020). Determinants of mobile broadband use in developing economies: Evidence from Sub-Saharan Africa. Telecommunications Policy, 44(5), 101944.

Hausman, J., & Taylor, W. (1978). Panel Data and Unobservable Individual Effects. Structural Change and Economic Dynamics, 49(6), 1377-1398.

Horioka, C., & Niimi, y. Y. (2020). Saving Behavior of Japanese Middle-aged and the Elderly. Aging in the Japanese Economy, 23-30.

Huanga, Y., Hong, T., & Ma, y. T. (2020). Urban network externalities, agglomeration economies and urban economic growth. Cities, 15-89.

INEC. (2019). Instituto Nacional de Estadísticas y Censos. Obtenido de url{https://www.ecuadorencifras.gob.ec/estadisticas/}

ITU. (2019). El ecosistema digital y la masificación de las tecnología de la información y las comunicaciones (TIC) en Ecuador. Quito.

Jedwab, R., Pereira, D., & Roberts, y. M. (2021). Cities of workers, children or seniors? Stylized facts and possible implications for growth in a global sample of cities. Regional Science and Urban Economics, 15-36.

Jorgenson, D., & Vu, y. K. (2005). ”Information technology and the World Economy”. The Scandinavian Journal of Economics, 107 (4), pp. 631-650.

Jorgenson, D., Ho, M., & Stiroh, y. K. (2006). “Potencial Growth of th U.S. Economy: Will the Productivity Resurgence Continue? Business Economics, 41(1), pp. 7-16.

Jorgenson, D., Ho, M., & Stiroh, y. K. (2007). A retrospective Look at the U.S. Productivity Growth Resurgence. Federal Reserve Bank of New York, Staff Reports, 41(1), pp. 7-16.

Kallal, R., Haddaji, A., & Ftiti, Z. (2020). ICT diffusion and economic growth: Evidence from the sectorial analysis of a periphery country. Technological Forecasting & Social Change, 5-9.

Katz, R. (1988). El papel de las TIC en el desarrollo. Columbia.

Koutroumpisa, P., Leiponenb, A., & Thomas, y. L. (2019). Small is big in ICT: The impact of R&D on productivity. Telecommunications Policy, 8-12.

Krishna, A., & M. K. (2019). Why growth is not enough: Household poverty dynamics in northeast Gujarat, India. Journal of Development Studies, 41(7), 1163–1192.

Kumar, V., & Dahiya, B. (2019). Smart economy in smart cities. Springer Singapore, 3–76.

Labra, C. T. (2019). Guía CERO para datos de panel. Un enfoque práctico. UAM-Accenture Working Papers, 16(1), 57.

Lacalle, M., & Perez, M. (2020). The impact of knowledge diffusion on economic growth across countries. World Development, 5-11.

Lee, I.-B., Choi, K.-H., & Lee, y. I.-M. (2019). Infiltration behavior and face stability of carbonate-added slurry shield tunnel. Journal of Korean Tunnelling and Underground Space Association, 401-413.

Leea, H.-H., & Shinb, K. (2019). Nonlinear effects of population aging on economic growth. Japan & The World Economy, 8-12.

Leea, J.-W., & Kwakb, E. S. (2020). Aging labor, ICT capital, and productivity in Japan and Korea. Journal of The Japanese and International Economies, 12-17.

López, A., & Morrison, y. H. (2008). LA INNOVACIÓN TECNOLÓGICA EN REPÚBLICA DOMINICANA: SITUACIÓN ACTUAL, RETOS Y REALIDADES. Ciencia y Sociedad, 212-222.

Lyons, S. A. (2019). Broadband adoption and firm productivity: evidence from Irish manufacturing firms. Telecommunications Policy, 1- 13.

Machlup, F. (1962). The production and distribution. Princeton: Princeton University Press.

Márquez, L., Cuétara, L., & Labarca, R. C. (2019). Desarrollo y crecimiento económico: Análisis teórico desde un enfoque cuantitativo. Zulia.

Martínez-Domínguez, M. (2020). ICT social appropriation: The case of Mexico. Estudios Sociales, 30(55).

MINTEL. (2016). Plan Nacionl de Telecomunicaciones y Tecnologías de Información del Ecuador 2016- 2021. Quito.

MINTEL. (2020). Plan Nacionl de Telecomunicaciones y Tecnologías de Información del Ecuador 2016- 2021. Quito.

Montero, R. (2019). El impacto de la ciudad en el crecimiento económico. Springer Singapore, 10-21.

Montesinos, J. (2019). El uso de las tecnologías de la información y comunicación como ventaja competitiva en el micro y pequeño comercio minorista de la ciudad de Loja en el año 2017. Technology in Society, 8-12.

Mora, E., & Irene Vicente, P. V. (2019). Relación entre el capital humano y el producto en Ecuador: el rol de las políticas educativas. Revista Atlántica Española, Loja.

Mora-Rivera, J., & García, F. (2021). Internet access and poverty reduction: Evidence from rural and urban Mexico. Telecommunications Policy, 15-19.

Nagarajan, R., Teixeira, A., & Silva, S. (2019). The impact of an ageing population on economic growth: an exploratory review of the main mechanisms. Japan & The World Economy, 7-11.

Nguyen, C. P., & Doytch, T. D. (2020). The drivers of financial development: Global evidence from internet and mobile usage internet and mobile usage. Information Economics and Policy, 15-23.

Niebel, T. (2019). ICT and economic growth –Comparing developing, emerging and developed countries . World Development, 197-211.

Obdalova, R. S. (2014). New Technologies in Higher Education – ICT Skills or Digital Literacy? Procedia - Social and Behavioral Sciences .

Ocampo, J. (2019). In Historical Perspective. Economía y Desarrollo, 87-88.

Ogbu, J. U., & Simons, H. D. (2020). Voluntary and involuntary minorities: A cultural-ecological theory of school performance with some implications for education. Anthropology & Education Quarterly, 29(2), 155-188.

Oliner, S., & Sichel, D. (2000). The resurgence of growth in the late 1990s: is information technology the story? Federal Reserve Board, Washintong, 94, pp. 7-11.

Oliner, S., & Sichel, y. D. (1994). “Computer and output growth revisited: how big is the puzle? Brooking Papers on Economic Activity, 100-122.

Palau, H. S. (2020). SOBRE CÓMO LAS TIC HAN TRANSFORMADO NUESTRA EXPERIENCIA URBANA. Urban Living Lab.

Paola Giuri, S. T. (2020). ICT's, skills, and organizational change: evidence from Italian manufacturing firms,. Industrial and Corporate, Vol.17, pp.29-64.

Paz, J. (2020). Educación y Mercado Laboral: Revisión de la literatura y algunos hechos para la Argentina. Argentina.

Peralta, A. (2019). Capital humano y crecimiento: un estudio cross country en América Latina, periodo 1980-2011. Industrial and Corporate, 12-21.

Porat, M. (1976). La economía ded la información.

Qin, Y. M. (2021). Measurement invariance of information, communication and technology (ICT) engagement and its relationship with student academic literacy: Evidence from PISA 2018. Studies in Educational Evaluation, 7-9.

Reggi, L., & Garcia, R. G. (2020). Addressing territorial digital divides through ICT strategies: Are investment decisions consistent with local needs? Government Information Quarterly, 9-15.

Rosemberg, N. (1982). Dentro de la caja negra: tecnología y economía. Telecommunications Policy, 10-18.

Rovira, S. (2019). El Impacto Económico de las TICs. CEPAL.

Ruiz, P. R. (2019). Impacto de las Tecnologías de la Información y Comunicación TIC en la ciudad de Ibarra- zona 3. Loja.

Salas, M. (2018). Midiendo el capital humano. Madrid.

Sánchez, M. P. (2012). La Sociedad de la Información: Génesis, Iniciativas, Concepto y su relación con las TIC. UIS Inenierías.

Sar, A., & Misra, S. N. (2020). A study on policies and implementation of information and communication technology (ICT) in educational systems. Materials Today: Proceedings, 3-5.

Schumpeter, J. A. (1967). Teoría del Desenvolvimiento Económico. Viena.

Sellens, A. S. (2020). ICT, innovation and productivity: evidence based on eastern European manufacturing companies. Journal of the Knowledge Economy, 768- 788.

Serrano, A., & Martínez, E. (2018). La brecha digital: Mitos y Verdades. California: Economía y Desarrollo.

Shahena, M., Kotania, K., & Managi, M. K. (2020). Wage and labor mobility between public, formal private and informal private sectors inadeveloping country . Economic Analysis and Policy, 101-113.

Skirbekk, V. (2019). Age and Individual Productivity: A Literature Survey. Austrian Academy of Sciences Press, 133-154.

Slusarczyk, M. (2020). Estudio de aplicacion de las TIC en las PYMES. Chimborazo.

SNI. (2019). Sistema Nacional de Información. Obtenido de url{https://sni.gob.ec/sni_territorial}

Solow, R. (1957). Technical change and the aggreagte production function.

Song, I. A.-O. (2021). The impact of ICT on economic growth-Comparing rich and poor countries. Research Policy, 12-35.

Stanley, Doucouliagos, & Steel, y. (2019). Does ICT generate economic growth? A meta-regression analysis. Journal of Economic Surveys, 32(3), 705–726.

Stiglitz, J. (2003). “Los felices 90”. Buenos Aires: Taurus.

Stiroh, K. (2002). Information technology and the U.S. productivity revival: wath the industry data say? American Economic Review, 92(5), pp. 1559-1576. .

Sulong, M. M. (2019). The linear and non-linear impacts of ICT on economic growth, of disaggregate income groups within SSA region. Telecommunications Policy, 555- 572.

Sunkel, G. (2006). Las tecnologías de la Información y la Comunicación (TIC) en la educacion en América Latina. Una exploración de Indicadores. División de Desarrollo Social , 123-128.

Swan, T. (1956). “Economic Growth and Capital Acumulation”. Economic Record, 12-118.

Torrent, J., & Ficapal, P. (2009). TIC, CO-INNOVACIÓN Y PRODUCTIVIDAD EMPRES ARIAL: EVIDENCIA EMPÍRICA PARA CATALUÑA Y COMPARACIÓN INTERNACIONAL DE RESULTADOS. Economía Mundial.

Torres-Samuela, M., Vásquez, C. L., Luna, M., Buccib, N., Viloriac, A., Crissienc, T., & Manosalvac, J. (2020). Performance of Education and Research in Latin American Countries through Data Envelopment Analysis (DEA). Procedia Computer Science, 3-5.

UNCTAD. (2008). Measuring the impact of ICT use in business. The case of manufacturing in Thailand. New York: Naciones Unidas.

Uyar, A., lNimer, K., lKuzey, C., Shahbaz, M., & Schneidere, F. (2021). Can e-government initiatives alleviate tax evasion? The moderation effect of ICT. Technological Forecasting and Social Change, 15-21.

Vázquez, R., & Loaiza, A. S. (2020). Los Determinantes de corto y largo plazo del crecimiento económico en el Ecuador 2002-2006: Un enfoque de panel dinámico. Research Policy, 12-18.

Venturini, F. (2019). The modern drivers of productivity. Research Policy, 357–369.

Vu, K. (2019). ICT as a source of economic growth in the information age: empirical. Telecommunications Policy, 35 (2011) 357–372.

Vu, K. M., & Asongu, S. (2020). Backwardness advantage and economic growth in the information age: A cross-country empirical study. Technological Forecasting & Social Change, 7-13.

Vu, K., & Bohlin, P. H. (2020). ICT as a driver of economic growth: A survey of the literature and directions for future research. Telecommunications Policy, 15-20.

Wade, R. H. (2020). Is globalization reducing poverty and inequality? . World Development, 32(4), 567–589.

Wald, A. (1986). Learn to do a power calculation for comparing a single. StataInc.

Walter Mayer, G. M. (2020). Broadband andeconomic growth: a reassessment . Information Technology for Development, 128–145.

Wooldridge, J. (2002). Introducción a la econometría: un enfoque moderno. Editorial Paraninfo.

Wooldridge, J. (2006). Introducción a la econometría: un enfoque moderno. Editorial Paraninfo.

Yoguel, G., & Pereira, F. B. (2013). De Schumpeter a los postschumpeterianos: viejas y nuevas dimensiones analíticas. Problemas del Desarrollo.

Yrigoyen, D. H.-J. (2020). Long-run determinants of economic growth in South America. Journal of Applied Economics, 19(1), 169-192.

Zabardast, F. H. (2020). Digitalization, education and economic growth: A comparative analysis of Middle East and OECD countries. Technology in Society, 5-7.

Zahid Latif, Y. m. (2019). The dynamics of ICT, foreign direct investment, globalization and economic growth: Panel estimation robust to heterogeneity and crosssectional sectional. Telematics and Informatics, 35(2), 318–328