Analysis of the Main Factors That Determine Foreign Investment in Peru, Evidence from the Period 2012-2021
DOI:
https://doi.org/10.4067/S0718-88702024000200061Keywords:
Foreign direct investment, Country risk, Exchange rate, Political instability, PeruAbstract
The flow of foreign capital into a country is an issue of great relevance for economic and political studies, since it constitutes an important source of resources for the development of emerging economies. The research was a non-experimental, correlational explanatory research with a longitudinal design. The objective of the study was to determine the factors that influence foreign direct investment in Peru during the period 2012-2021. For this purpose, a multiple linear regression model was used with data from the Central Reserve Bank of Peru and the National Institute of Statistics and Informatics. The results show that foreign direct investment in Peru is mainly influenced by factors such as country risk, exchange rate and terms of trade, while inflation and the economically active population do not influence it. In addition, an inverse relationship was found between foreign direct investment and the variables inflation, country risk and terms of trade, and a direct relationship between foreign investment and the variables economically active population and exchange rate. It is concluded that a factor external to the variables studied that influences foreign direct investment in Peru is political instability, on which work should be done to improve the country's political stability in order to strengthen the confidence of foreign investors.
Downloads
References
Alam, B., Sami, S., & Turay, A. (2019). Determinants of China's outward foreign direct investment in Asia: A panel data analysis. Economic and Political Studies, 7(1), 66–86. https://doi.org/10.1080/20954816.2019.1572354
Alon, I., Bretas, V. P. G., Sclip, A., & Paltrinieri, A. (2022). Greenfield FDI attractiveness index: A machine learning approach. Competitiveness Review: An International Business Journal, 32(7), 85–108. https://doi.org/10.1108/CR-12-2021-0171
Banco Central de Reserva del Perú. (2006). Inflación: ¿Qué es la inflación? [Inflation: What is inflation?]. https://www.bcrp.gob.pe/docs/Proyeccion-Institucional/Concurso-Escolar/2006/Concurso-Escolar-2006-Material-1.pdf
Banco Mundial. (2022). Perú: Panorama general [Peru: Overview]. https://www.bancomundial.org/es/country/peru/overview
Barrios, J. C. (2021). Determinantes de la inversión extranjera directa en Bolivia. Un enfoque institucionalista [Determinants of foreign direct investment in Bolivia. An institutionalist approach]. Cuadernos de Economía, 40(83), 679–711. https://doi.org/10.15446/cuad.econ.v40n83.81477
Bazán, C. E., & Álvarez-Quiroz, V. J. (2022). Foreign direct investment and exports stimulate economic growth? Evidence of equilibrium relationship in Peru. Economies, 10(10), 234. https://doi.org/10.3390/economies10100234
Bibi, S., & Valdecantos, S. (2023). The price (and costs) of macroeconomic stability in Peru: Some lessons on the implications of FDI-driven growth. Development and Change, 54(5), 1136–1168. https://doi.org/10.1111/dech.12793
Bustamante, R. (2017). La inversión extranjera directa en el Perú y sus implicancias en el crecimiento económico 2009-2015 [Foreign direct investment in Peru and its implications for economic growth, 2009–2015]. Pensamiento Crítico, 21(2), 051. https://doi.org/10.15381/pc.v21i2.13259
Calvert, J. (2022). Peru. In The politics of investment treaties in Latin America (pp. 160–196). Oxford University Press. https://doi.org/10.1093/oso/9780198870890.003.0006
Calvet, A. L. (1981). Una síntesis de las teorías de la inversión extranjera directa y las teorías de las empresas multinacionales [A synthesis of the theories of foreign direct investment and the theories of multinational enterprises]. Revista de Estudios Empresariales Internacionales, 12(1), 43–59.
Camacho, F. R., & Bajaña, Y. S. (2020). Impact of foreign direct investment on economic growth: Comparative analysis in Ecuador, Peru and Colombia 1996-2016. International Journal of Economics and Financial Issues, 10(4), 247–257. https://doi.org/10.32479/ijefi.9937
Cárdenas, J. (2019). Qué es la regresión lineal múltiple y cómo analizarla [What multiple linear regression is and how to analyze it]. https://networkianos.com/regresion-lineal-multiple/
Castillo, E. E., González, M. G., & Zurita, E. G. (2020). Determinantes de la inversión extranjera directa en Latinoamérica (2000-2017) [Determinants of foreign direct investment in Latin America (2000–2017)]. Espacios, 41(50), 299–315. https://doi.org/10.48082/espacios-a20v41n50p21
Cerquera-Losada, O. H., & Rojas-Velásquez, L. (2020). Inversión extranjera directa y crecimiento económico en Colombia [Foreign direct investment and economic growth in Colombia]. Revista Facultad de Ciencias Económicas, 28(2), 9–26. https://doi.org/10.18359/rfce.4202
Chávez, B., & Dupuy, J. (2010). Inward FDI in Peru and its policy context. Vale Columbia Center on Sustainable International Investment.
Cicea, C., Popa, I., Marinescu, C., & Ştefan, S. C. (2019). Determinants of SMEs' performance: Evidence from European countries. Economic Research-Ekonomska Istraživanja, 32(1), 1602–1620. https://doi.org/10.1080/1331677X.2019.1636699
Comisión Económica para América Latina y el Caribe. (2022). La inversión extranjera directa en América Latina y el Caribe aumentó un 40,7% en 2021, pero sin retornar a los niveles prepandemia [Foreign direct investment in Latin America and the Caribbean rose 40.7% in 2021, but did not return to pre-pandemic levels]. https://www.cepal.org/es/comunicados/la-inversion-extranjera-directa-americalatina-caribe-aumento-un-407-2021-pero-sin
Comisión Europea. (2022). Invertir en la UE [Investing in the EU]. Access2Markets. https://trade.ec.europa.eu/access-to-markets/es/content/invertir-en-la-ue
Conferencia de las Naciones Unidas sobre Comercio y Desarrollo. (2022). La inversión extranjera directa mundial se recuperó en 2021 hasta los niveles anteriores a la pandemia, pero continúa la incertidumbre [Global foreign direct investment recovered in 2021 to pre-pandemic levels, but uncertainty persists]. UNCTAD. https://unctad.org/es/news/la-inversion-extranjera-directa-mundial-se-recupero-en-2021-hasta-los-niveles-anteriores-la
Dong, Q., Bárcena-Ruiz, J. C., & Garzón, M. B. (2022). Intellectual property rights and North-South trade: Exports vs. foreign direct investment. Estudios de Economía, 49(2), 145–173.
Egger, P., Pirotte, A., & Titi, C. (2023). International investment agreements and foreign direct investment: A survey. The World Economy, 46(6), 1524–1565. https://doi.org/10.1111/twec.13429
El Comercio. (2022). El sol y el dólar en el Perú: Moneda peruana se fortaleció en 4.2% durante el 2022 [The sol and the dollar in Peru: The Peruvian currency strengthened 4.2% during 2022]. Instituto Peruano de Economía. https://www.ipe.org.pe/portal/el-sol-y-el-dolar-en-el-peru-moneda-peruana-se-fortalecio-en-4-2-durante-el-2022/
Elizalde, H. P., Arana, J. J., & Martínez, M. A. (2020). Determinantes macroeconómicos de la inversión extranjera directa en México 2000-2016 [Macroeconomic determinants of foreign direct investment in Mexico, 2000–2016]. Análisis Económico, 2, 117–142. https://www.scielo.org.mx/scielo.php?script=sci_arttext&pid=S2448-66552020000200117&lang=pt. https://doi.org/10.24275/uam/azc/dcsh/ae/2020v35n2/elizalde
Flora, P., & Agrawal, G. (2014). Determinants of direct foreign investment as a means of international market entry: A review. Indian Journal of Economics & Development, 2(4), 63–83.
Fondo Monetario Internacional. (2022). Actualización de Perspectivas de la Economía Mundial - Julio de 2022 [World Economic Outlook Update - July 2022]. https://www.imf.org/es/Publications/WEO/Issues/2022/07/26/world-economic-outlook-update-july-2022
Gaoyan, Q. (2021). Political risk distribution of Chinese outward foreign direct investment. International Journal of Emerging Markets, 16(6), 1202–1227. https://doi.org/10.1108/IJOEM-06-2018-0344
Gerchunoff, P., & Rapetti, M. (2016). La economía argentina y su conflicto distributivo estructural (1930-2015) [The Argentine economy and its structural distributive conflict (1930–2015)]. El Trimestre Económico, 330, 225–272. https://www.scielo.org.mx/scielo.php?script=sci_arttext&pid=S2448-718X2016000200225&lang=es. https://doi.org/10.20430/ete.v83i330.199
Gestión. (2022). Riesgo país de Perú sube dos puntos y cierra en 1.82 puntos porcentuales [Peru's country risk rises two points and closes at 1.82 percentage points]. Diario Gestión. https://gestion.pe/economia/riesgo-pais-de-peru-sube-dos-puntos-y-cierra-en-182-puntos-porcentuales-economia-noticia/
Gil, E., López, S., & Espinosa, D. (2013). Factores determinantes de la inversión extranjera directa en América del Sur [Determinants of foreign direct investment in South America]. Perfil de Coyuntura Económica, (22), 55–85. https://revistas.udea.edu.co/index.php/coyuntura/article/view/20531
Gold, K. L. (2022). The determinant of Chinese foreign direct investments in oil exporting African countries. Contemporary Economic Policy, 40(3), 476–490. https://doi.org/10.1111/coep.12568
Gomero, N. A., Villacorta, J. A., & Oviedo, P. R. (2022). Volatilidad del mercado internacional de commodities y su relación con la inflación en el Perú [Volatility of the international commodities market and its relationship with inflation in Peru]. Quipukamayoc, 30(63), 29–37. https://doi.org/10.15381/quipu.v30i63.24054
Gomes, P., Aparecida, E., & Carvalho, A. (2013). The determinants of foreign direct investment in Brazil and Mexico: An empirical analysis. Procedia Economics and Finance, 5, 231–240. https://doi.org/10.1016/S2212-5671(13)00029-4
Gómez, R., Windler, L., & Massa, R. (2020). Determinantes de la inversión extranjera directa en América Latina: Una visión desde la economía administrativa [Determinants of foreign direct investment in Latin America: A view from managerial economics]. Revista Economía y Política, (31), 36–49. https://doi.org/10.25097/rep.n31.2020.03
Gonchar, K., & Greve, M. (2022). The impact of political risk on FDI exits decisions. Economic Systems, 46(2), 100975. https://doi.org/10.1016/j.ecosys.2022.100975
Gujarati, D., & Porter, D. (2012). Econometría [Econometrics] (5.ª ed.). McGraw-Hill Educación. https://fvela.files.wordpress.com/2012/10/econometria-damodar-n-gujarati-5ta-ed.pdf
Gutiérrez, A. M. (2020). Determinantes de la productividad total de factores en América del Sur [Determinants of total factor productivity in South America]. Investigación & Desarrollo, 19(2), 5–26. https://doi.org/10.23881/idupbo.019.2-1e
Hernández, J. E., & Estay, J. (2018). Determinantes de la inversión extranjera directa en México, 2005-2012 [Determinants of foreign direct investment in Mexico, 2005–2012]. Ensayos de Economía, 28(53), 65–91. https://doi.org/10.15446/ede.v28n53.75074
Horna, I. E. (2020). Perspectivas del financiamiento corporativo y el mercado de valores del Perú [Outlook for corporate financing and Peru's securities market]. Retos, 10(19), 135–152. https://doi.org/10.17163/ret.n19.2020.08
Houle, S. (2018). Do investment agreements necessarily cause offshoring? The Canada-Peru case. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3152956
Hussain, M., & Goswami, B. (2022). Sector specific determinants of foreign portfolio investment inflows in India: A panel ARDL approach. Global Business Review, 097215092211372. https://doi.org/10.1177/09721509221137204
Imran, M., & Rashid, A. (2023). The empirical determinants of foreign direct investment episodes. Global Journal of Emerging Market Economies, 15(3), 409–435. https://doi.org/10.1177/09749101221116720
Instituto de Economía y Desarrollo Empresarial. (2022). Términos de intercambio cerrarán en rojo en 2022 y 2023 [Terms of trade will close in the red in 2022 and 2023]. Revista Digital de la Cámara de Comercio de Lima. https://lacamara.pe/terminos-de-intercambio-cerraran-en-rojo-en-2022-y-2023/
Instituto Nacional de Estadística e Informática. (2022). Situación del mercado laboral en Lima Metropolitana [Labor market situation in Metropolitan Lima]. https://www.inei.gob.pe/media/MenuRecursivo/boletines/08-informe-tecnicomercado-laboral-may-jun-jul-2022.pdf
Instituto Peruano de Economía. (2010). Riesgo país [Country risk]. https://www.ipe.org.pe/portal/riesgo-pais/
Instituto Peruano de Economía. (2023). La inversión privada acumulará dos años negativos en el 2023 [Private investment will accumulate two negative years in 2023]. https://www.ipe.org.pe/portal/inversion-privada-acumulara-dos-anos-en-negativo-en-el-2023/
Jadhav, P. (2012). Determinants of foreign direct investment in BRICS economies: Analysis of economic, institutional and political factor. Procedia Social and Behavioral Sciences, 37, 5–14. https://doi.org/10.1016/j.sbspro.2012.03.270
Jaramillo, M. (2022). ¿Qué podemos esperar del mercado laboral en el 2022? [What can we expect from the labor market in 2022?]. Instituto Peruano de Economía. https://www.ipe.org.pe/portal/que-podemos-esperar-del-mercado-laboral-en-el-2022-desafio-peru/
Jardet, C., Jude, C., & Chinn, M. (2022). Foreign direct investment under uncertainty: Evidence from a large panel of countries. Review of International Economics, 3, 854–885. https://doi.org/10.1111/roie.12646
Jiménez, D., & Rendón, H. (2012). Determinantes y efectos de la inversión extranjera directa: Revisión de literatura [Determinants and effects of foreign direct investment: A literature review]. Ensayos de Economía, 22(41), 109–128. https://revistas.unal.edu.co/index.php/ede/article/view/35873
JP Morgan. (2022). Riesgo país EMBI - América Latina - Serie histórica [EMBI country risk - Latin America - Historical series]. https://www.invenomica.com.ar/riesgo-pais-embi-america-latina-serie-historica/
Kumar, A., & Agarwal, M. (2023). Studies on challenges and opportunities for foreign direct investment in the automobile industry in India. The Scientific Temper, 14(2), 273–281. https://doi.org/10.58414/SCIENTIFICTEMPER.2023.14.2.03
Kushwah, S. V., & Garg, M. (2020). The determinants of foreign direct investment: A VECM approach. International Journal of Accounting and Business Finance, 6(2), 55. https://doi.org/10.4038/ijabf.v6i2.71
Lee, S.-H., Peng, M. W., & Barney, J. B. (2007). Bankruptcy law and entrepreneurship development: A real options perspective. Academy of Management Review, 32(1), 257–272. https://doi.org/10.5465/amr.2007.23464070
Limas, S. J., & Franco, J. A. (2018). El riesgo país para Colombia: Interpretación e implicaciones para la economía y la inversión extranjera, 2012-2017 [Country risk for Colombia: Interpretation and implications for the economy and foreign investment, 2012–2017]. Revista Finanzas y Política Económica, 10(1), 153–171. https://doi.org/10.14718/revfinanzpolitecon.2018.10.1.6
Mahembe, E., & Odhiambo, N. M. (2014). Foreign direct investment and economic growth: A theoretical framework. Journal of Governance and Regulation, 3(2), 63–70. https://doi.org/10.22495/jgr_v3_i2_p6
Mahmoodi, M., & Mahmoodi, E. (2016). Foreign direct investment, exports and economic growth: Evidence from two panels of developing countries. Economic Research-Ekonomska Istraživanja, 29(1), 938–949. https://doi.org/10.1080/1331677X.2016.1164922
McAleer, M., Da Veiga, B., & Hoti, S. (2011). Value-at-risk for country risk ratings. Mathematics and Computers in Simulation, 81(7), 1454–1463. https://doi.org/10.1016/j.matcom.2010.06.016
Medici, F. (2018). Términos de intercambio, cuenta capital y el modelo de crecimiento restringido por la balanza de pagos: Un análisis empírico [Terms of trade, capital account and the balance-of-payments-constrained growth model: An empirical analysis]. Cuadernos de Economía, 37(74), 443–470. https://doi.org/10.15446/cuad.econ.v37n74.56191
Metaxas, T., & Kechagia, P. (2016). Foreign direct investment in Latin America: The case of Peru. Theoretical and Practical Research in the Economic Fields, 7(2), 160. https://doi.org/10.14505/tpref.v7.2(14).05
Mohamed, A., Abdulle, A. Y., & Abdullahi, A. O. (2023). Factors influencing foreign direct investment inflow in Somalia. International Journal of Professional Business Review, 8(2), e0514. https://doi.org/10.26668/businessreview/2023.v8i2.514
Nayak, D., & Choudhury, R. N. (2014). Una revisión selectiva de las teorías de la inversión extranjera directa [A selective review of FDI theories]. Comisión Económica y Social para Asia y el Pacífico. https://www.unescap.org/sites/default/files/AWP%20No.%20143_0.pdf
Nazzal, A., Sánchez-Rebull, M.-V., & Niñerola, A. (2023). Foreign direct investment by multinational corporations in emerging economies: A comprehensive bibliometric analysis. International Journal of Emerging Markets, 13, 244–269. https://doi.org/10.1108/IJOEM-12-2021-1878
Osterloh, M., Urriola, N., & Deng, X. (2020). The impact of Chinese foreign direct investment on economic growth of Peru. Latin American Journal of Trade Policy, 3(6), 32. https://doi.org/10.5354/0719-9368.2020.57165
Otieno, O. W., & Aduda, J. (2022). Foreign direct investments and economic growth: A critical literature review. International Journal of Finance, 7(3), 34–60. https://doi.org/10.47941/ijf.971
Palacios, P. R. (2022). Investment and economic growth in opening contexts: Problematic reality and stylized facts, Peru: 1990-2020. Revista Internacional de Tecnología, Ciencia y Sociedad, 11(5), 1–13. https://doi.org/10.37467/revtechno.v11.4462
Peng, M. W. (2006). Global strategy. South-Western Thomson.
Poulakis, T., & Tsaliki, P. (2022). Exchange rate determinants of the US dollar and Chinese RMB: A classical political economics approach. Investigación Económica, 82(323), 3–26. https://doi.org/10.22201/fe.01851667p.2023.323.83171
Ramos, J. (2015). Foreign direct investment and its economic impact in Peru period 1993-2013 (MPRA Paper N.º 70752). University Library of Munich. https://ideas.repec.org/p/pra/mprapa/70752.html
Rivas, S., & Donaji, A. (2016). Inversión extranjera directa y crecimiento económico [Foreign direct investment and economic growth]. Revista Mexicana de Economía y Finanzas, 2, 51–75. https://www.scielo.org.mx/scielo.php?script=sci_arttext&pid=S1665-53462016000200051. https://doi.org/10.21919/remef.v11i2.86
Sabastizagal-Vela, I., Astete-Cornejo, J., & Benavides, F. G. (2020). Condiciones de trabajo, seguridad y salud en la población económicamente activa y ocupada en áreas urbanas del Perú [Working conditions, safety and health in the economically active and employed population in urban areas of Peru]. Revista Peruana de Medicina Experimental y Salud Pública, 37(1), 32–41. https://doi.org/10.17843/rpmesp.2020.371.4592
Samanamud, E. (2021). Una revisión para el Perú de la relación entre el desempleo, el subempleo y la producción [A review for Peru of the relationship between unemployment, underemployment and output]. Revista Finanzas y Política Económica, 13(2), 473–511. https://doi.org/10.14718/revfinanzpolitecon.v13.n2.2021.8
Sande, D. (2022). Large enterprises vs SMEs: Who shows the greatest impact of the Structural Funds for business innovation in peripheral regions? Analysis of the results of the Technology Fund 2007-2013 in Galicia. Revista Portuguesa de Estudos Regionais, 62, 57–76.
Sande, D., & Vence, X. (2021). Impacto de los fondos estructurales para innovación sobre la innovación empresarial: Un análisis a través de los indicadores de empresas participantes en el programa FEDER-Innterconecta de Galicia [Impact of structural funds for innovation on business innovation: An analysis through the indicators of firms participating in Galicia's ERDF-Innterconecta programme]. Revista Galega de Economía, 30(2), 1–16. https://doi.org/10.15304/rge.30.2.6865
Sayek, S. (2009). Foreign direct investment and inflation. Southern Economic Journal, 76(2), 419–443. https://doi.org/10.4284/sej.2009.76.2.419
Sethi, M., Baby, S., & Sharma, A. M. (2022). A cross-country analysis of the relationship between human capital and foreign direct investment. Journal of Economic Studies, 49(7), 1197–1211. https://doi.org/10.1108/JES-07-2021-0348
Sinha, M., Tirtosuharto, D., Ray Chaudhury, A., & Basu, P. (2022). FDI, digitalization and employment: Empirical evidence from developing economies. Studies in Economics and Finance, 4, 740–756. https://doi.org/10.1108/SEF-10-2021-0450
Sociedad de Comercio Exterior del Perú. (2017). Términos de intercambio: Seamos cautos [Terms of trade: Let us be cautious]. Semanario 879 - Economía. https://www.comexperu.org.pe/articulo/terminos-de-intercambio-seamos-cautos
Sociedad de Comercio Exterior del Perú. (2023). Inversión privada se contrajo 0.5% en 2022. ¿Qué esperar en los próximos meses? [Private investment contracted 0.5% in 2022. What to expect in the coming months?]. ComexPerú. https://www.comexperu.org.pe/articulo/inversion-privada-se-contrajo-05-en-2022-que-esperar-en-los-proximos-meses
Sridevi, A., & Vetrivel, M. (2022). The exploring research of foreign direct investment on the economic development in India: Evidence from ADF-ARDL. International Journal of Health Sciences,, 3508–3518. https://doi.org/10.53730/ijhs.v6nS3.6518
Stock, J. H., & Watson, M. M. (2012). Introducción a la econometría [Introduction to econometrics] (3.ª ed.). Pearson Educación. https://danielmorochoruiz.files.wordpress.com/2018/05/0000017.pdf
Tan, L., Xu, Y., & Gashaw, A. (2021). Influence of exchange rate on foreign direct investment inflows: An empirical analysis based on co-integration and Granger causality test. Mathematical Problems in Engineering, 2021, 1–12. https://doi.org/10.1155/2021/7280879
Valdés, M. E. R., Núñez, F. A. M., & Quintanilla, C. J. T. (2022). Relationship between trade openness and foreign direct investment: Case of Mexico. Revista de Ciencias Sociales, 28(4), 96–113. https://doi.org/10.31876/RCS.V28I4.39119
Veeramani, S., Shukla, A., & Jamaleh, M. (2020). Financial theories of foreign direct investment: A review of literature. Journal of Industrial and Business Economics, 47(2), 185–217. https://doi.org/10.1007/s40812-019-00144-8
Wang, X., Xu, Z., Qin, Y., & Skare, M. (2022). Foreign direct investment and economic growth: A dynamic study of measurement approaches and results. Economic Research-Ekonomska Istraživanja, 35(1), 1011–1034. https://doi.org/10.1080/1331677X.2021.1952090
Xiao, D., Gao, L., Xu, L., Wang, Z., & Wei, W. (2023). Revisiting the green growth effect of foreign direct investment from the perspective of environmental regulation: Evidence from China. International Journal of Environmental Research and Public Health, 20(3), 2655. https://doi.org/10.3390/ijerph20032655
Yiran, B., & Hao, S. (2023). Impact of foreign direct investment on competitive advantage in the oil and gas industry. Economic Analysis: Theory and Practice, 22(1), 139–151. https://doi.org/10.24891/ea.22.1.139
Yue, W. (2022). Foreign direct investment and the innovation performance of local enterprises. Humanities and Social Sciences Communications, 9(1), 252. https://doi.org/10.1057/s41599-022-01274-6
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2024 Manuel Antonio Morante Dávila, Maritza Revilla Bueloth, Edinson Cueva Vega, Omer Cruz Caro, William Chavez Espinoza

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Article usage
- ViewsTimes this article's page was opened since the journal started recording statistics. One person can visit more than once.
- 286
- DownloadsTimes the full text of this article (usually the PDF) was opened or downloaded.
- 284
All time, as recorded by the journal.
Among the top 4% by views · last 2 yearsCompared with all the journal's articles by views in the last 2 years, this one is among the top 4%.
Last 2 years: 286 views, 284 downloads.
Main countries of traffic origin:Countries this article was consulted from, according to the internet connection. They are not necessarily people. Canada 22% · France 16% · Peru 13%
0.99 downloads per view (journal average 1.66).Downloads of the full text for every abstract view of this article, compared with the whole journal.
Explore the journal's metrics
