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DOES BROADBAND FACILITATE IMMIGRATION FLOWS? A NON-LINEAR INSTRUMENTAL VARIABLE APPROACH

Year 2015, Volume: 4 Issue: 1, 69 - 104, 01.01.2015

Abstract

This paper investigates whether ICT facilitates migration flows from anyone OECD member country to others, and from non-OECD to OECD countries. Among various ICT tools, we primarily focus on broadband. Our instrumental- variable model derives its non-linear first stage from a logistic diffusion model, where pre-existing voice-telephony and cable-TV networks predict maximum broadband penetration. The selection of both OECD- and non- OECD-origin countries, governed by the availability of the data, is based on the magnitude of the flows, leading us to examine those with a minimum number of 100 people (threshold 0.1) who are migrating from source to host, followed by 300 (threshold 0.3) and 500 (threshold 0.5) people. By looking at the efficacy of ICT connections, we intend to fill the gap in the literature on the relationship between communication facilities and migration decisions. We find a strong and positive effect of broadband on migration flows between 1995 and 2009. This effect is more prominent for non-OECD to OECD country pairs. The larger the threshold, the better the results.

References

  • Amacher G. S., Cruz W., Grebner D., (1998), “Environmental Motivations for Migration: Population Pressure, Poverty, and Deforestation in the Philippines,” Land Economics, 74 (1), pp. 92-101.
  • Anderson J.E. and Van Wincoop E., (2001), “Gravity with Gravitas: A Solution to the Border Puzzle,” NBER Working Paper, No. 8079.
  • Angrist J. D. and Krueger A.B., (2001.a), “Two-Stage Least-Squares Estimation of Average Casual Effects in Models with Variable Treatment Intensity,” Journal of the American Statistical Association, 90 (430), pp. 431-442.
  • Angrist J. D. and Krueger A.B., (2001.b), “Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments,” Journal of Economic Perspectives, 15 (4), pp. 69-85.
  • Angrist J. D. and Imbens G.W., (1995), “Instrumental Variables and Search for Identification: From Supply and Demand to Natural Experiments,” National Bureau of Economic Research (NBER), Working Paper, No. 8456.
  • Ashby N. J., (2007), “Economic Freedom and Migration Flows between US States,” Southern Economic Journal, 73 (3), pp. 667-697.
  • Beck J., Grajek M., Wey C., (2005), “Hypermarket Competition and the Diffusion of Retail Checkout Barcode Scanning,” Wissenschaftszentrum Berlin für Sozialforschung (WZB) Discussion Papers, No. SP II 2005-19.
  • Beine M., Docquier F., Rapoport H., (2006), “Measuring International Skilled Migration: New Estimates Controlling for Age of Entry,” CReAM Discussion Paper Series, CDP No. 13/06.
  • Bertoli S. and Moraga J. F. H., (2013), “Multilateral Resistance to Migration,” Journal of Development Economics, 102, pp. 79-100.
  • Blackburne E. F. and Frank M.W., (2007), “Estimation of Nonstationary Heterogeneous Panels,” The Stata Journal, 7 (2), pp. 197-208.
  • Borjas G. J., (1989), “Economic Theory and International Migration,” International Migration Review, 23 (3), pp. 457-485.
  • Borjas G. J., (1987), “Self-Selection and the Earnings of Immigrants,” American Economic Review, 77(4), pp. 531-553.
  • Champion T., (1999), “Migration and British Cities in the 1990s,” National Institute Economic Review, 170 (1), pp. 60-77.
  • Chiswick B. R., (1999), “Are Immigrants Favorably Self-Selected?” The American Economic Review, 89 (2), pp. 181-185.
  • Comin D., Hobijn B., Rovito E., (2006), “Five Facts You Need to Know About Technology Diffusion,” NBER (National Bureau for Economic Research) Working Paper No. 11928.
  • Czernich N., Falck O., Kretschmer T., Woessmann L., (2011), “Broadband Infrastructure and Economic Growth,” The Economic Journal, 121 (552), pp. 505-532.
  • Daniels J. P., and Ruhr M.V.D., (2003), “The Determinants of Immigration— Policy Preferences in Advanced Economics: A Cross-Country Study,” American Economic Journal, 31 (2), pp. 146-159.
  • Feridun M., (2007), “Immigration, Income, and Unemployment: An Application of the Bounds Testing Approach to Cointegration, The Journal of Developing Areas, 41(1), pp. 37-49.
  • Fertig M., (2001), “The Economic Impact of EU-Enlargement: Assessing the Migration Potential,” Empirical Economics, 26 (4), pp. 707-720.
  • Geroski P., (2000), “Models of Technology Diffusion,” Research Policy, 29 (4-5), pp. 603-625.
  • Greenwood M. J., (1985), “Human Migration: Theory, Models, and Empirical Studies,” Journal of Regional Science, 25 (4), p. 521-544.
  • Greenwood M. J., (1975), “Research on Internal Migration in the United States: A Survey,” Journal of Economic Literature, 13 (2), pp. 397- 433.
  • Griliches Z., (1957), “Hybrid Corn: An Exploration in the Economics of Technological Change,” Econometrica, 25 (4), pp. 501-522.
  • Gruber H. and Verboven F., (2001), “The Diffusion of Mobile Telecommunications Services in the European Union,” European Economic Review, 45 (3), pp. 577-588.
  • Helliwell J. F., (1997), “National Borders, Trade, and Migration,” Pacific Economic Review, 2 (3), pp. 165-185.
  • International Organization for Migration (IOM), (2013), “Migration Well- Being and Development,” World Migration Report, ISBN 978-92-9068-668-2.
  • Jong G.F.D.,(2010), “Expectations, Gender, and Norms in Migration Decision- Making,” Population Studies: A Journal of Demography, 54 (3), pp. 307-319.
  • Kalba K. (2008), “The Global Adoption and Diffusion of Mobile Phones,” Center for Information Policy Research, Harvard University, ISBN 0-9798243-0-3 P-08-2.
  • Karamera D., Oguledo V. I., Davis B., (2000), “A Gravity Model Analysis of International Migration to North America,” Applied Economics, 32 (13), pp. 1745 -1755.
  • Kumo K., (2007), “Inter-regional Population Migration in Russia: Using an Origin-to-Host Matrix,” Post-Communist Economies, 19 (2), pp. 131- 152.
  • Lewer J. and den Berg H.V., (2008), “A Gravity Model of Immigration,” Management Department Faculty Publications, No. 22 [Online], http://digitalcommons.unl.edu/managementfacpub/22
  • Lewis W.A., (1954), “Economic Development with Unlimited Supply of Labor,” The Manchester School, 22 (2), pp. 139-191.
  • Mayer, T. and Zignago S., (2011), “Notes on CEPII’s Distances Measures: The GeoDist database.
  • Michal G. and Tobias K., (2006), “Usage of Diffusion of Cellular Telephony, 1998-2004,” Wissenschaftszentrum Berlin für Sozialforschung (WZB) Discussion Papers, No..SP II 2006-20.
  • Marques H., (2010), “Migration Creation and Diversion in the European Union: Is Central and Eastern Europe a ‘Natural’ Member of the Single Market for Labor?, Journal of Common Market Studies, 48 (2) pp. 265-291.
  • Massey D. S., Arango J., Hugo G., Kouaouci A., Pellegrino A., Taylor, J. E., (1994), “An Evaluation of International Migration Theory: The North American Case,” Population and Development Review, 20 (4), pp. 699-751.
  • Mayda M. A., (2008), “International Migration: A Panel Data Analysis of the Determinants of Bilateral Flows,” Journal of Population Economics, 23 (4), pp. 1249-1274.
  • Niedercorn J. N., and Bechdolt B.V., (1969), “An Economic Derivation of the ‘Gravity Law’ of Spatial Interaction,” Journal of Regional Science, 9 (2), pp. 273-282.
  • Pedersen P. J., Smith N., (2008), “Selection and Network Effects—Migration Flows into OECD Countries, 1990-2000,” European Economic Review, 52 (7), pp. 1160-1186.
  • Pesaran M. H., (2006), “Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure,” Econometrica, 74 (4), pp. 967-1012.
  • Pissarides C. A. and McMaster I., (1990), “Regional Migration, Wages, and Unemployment: Empirical Evidence and Implications for Policy,” Oxford University Papers and New Series, 42 (4), pp. 812-831.
  • Pissarides C.A. and Wadsworth J., (1989), “Unemployment and the Inter-Regional Mobility of Labor,” The Economic Journal, 99 (397), pp. 739-755.
  • Rodrigue J. P., Comtois C., Slack B., (2009), The Geography of Transport Systems. London, New York: Routledge.
  • Roy, A. D., (1951), “Some Thoughts on the Distribution of Earnings,” Oxford Economic Papers, 3 (2), pp. 135-146.
  • Shen J., (1999), “Modeling Regional Migration in China: Estimation and Decomposition,” Environment and Planning A, 31 (7), pp. 1223-1238.
  • Sirkeci I. and Esipova N., (2013), “Turkish Migration in Europe and Desire to Migrate to and from Turkey,” Border Crossing Transnational Working Papers, No.1301.
  • Sorhun E., (2011), “Economic and Social Motivation-Based Immigration Modeling: The Case of Turkey,” Review of Development Economics, 15 (2), pp. 359-369.
  • Stoneman, P., (2002), The Economics of Technological Diffusion. Blackwell Publishing, Oxford.
  • Stark O. and Taylor J. E., (1991), “Migration Incentives, Migration Types: The Role of Relative Deprivation,” The Economic Journal, 101 (408), pp. 1163-1178.
  • Vanderkaup J., (1977), “The Gravity Model and Migration Behavior: An Economic Interpretation,” Journal of Economic Studies, 4 (2), pp. 89-102.
  • Zavodny M., (1999), “Determinants of Recent Immigrants’ Locational Choices,” International Migration Review, 33 (4), pp. 1014-1030.

DOES BROADBAND FACILITATE IMMIGRATION FLOWS? A NON-LINEAR INSTRUMENTAL VARIABLE APPROACH

Year 2015, Volume: 4 Issue: 1, 69 - 104, 01.01.2015

Abstract

This paper investigates whether ICT facilitates migration flows from anyone OECD member country to others, and from non-OECD to OECD countries. Among various ICT tools, we primarily focus on broadband. Our instrumental- variable model derives its non-linear first stage from a logistic diffusion model, where pre-existing voice-telephony and cable-TV networks predict maximum broadband penetration. The selection of both OECD- and non- OECD-origin countries, governed by the availability of the data, is based on the magnitude of the flows, leading us to examine those with a minimum number of 100 people (threshold 0.1) who are migrating from source to host, followed by 300 (threshold 0.3) and 500 (threshold 0.5) people. By looking at the efficacy of ICT connections, we intend to fill the gap in the literature on the relationship between communication facilities and migration decisions. We find a strong and positive effect of broadband on migration flows between 1995 and 2009. This effect is more prominent for non-OECD to OECD country pairs. The larger the threshold, the better the results.

References

  • Amacher G. S., Cruz W., Grebner D., (1998), “Environmental Motivations for Migration: Population Pressure, Poverty, and Deforestation in the Philippines,” Land Economics, 74 (1), pp. 92-101.
  • Anderson J.E. and Van Wincoop E., (2001), “Gravity with Gravitas: A Solution to the Border Puzzle,” NBER Working Paper, No. 8079.
  • Angrist J. D. and Krueger A.B., (2001.a), “Two-Stage Least-Squares Estimation of Average Casual Effects in Models with Variable Treatment Intensity,” Journal of the American Statistical Association, 90 (430), pp. 431-442.
  • Angrist J. D. and Krueger A.B., (2001.b), “Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments,” Journal of Economic Perspectives, 15 (4), pp. 69-85.
  • Angrist J. D. and Imbens G.W., (1995), “Instrumental Variables and Search for Identification: From Supply and Demand to Natural Experiments,” National Bureau of Economic Research (NBER), Working Paper, No. 8456.
  • Ashby N. J., (2007), “Economic Freedom and Migration Flows between US States,” Southern Economic Journal, 73 (3), pp. 667-697.
  • Beck J., Grajek M., Wey C., (2005), “Hypermarket Competition and the Diffusion of Retail Checkout Barcode Scanning,” Wissenschaftszentrum Berlin für Sozialforschung (WZB) Discussion Papers, No. SP II 2005-19.
  • Beine M., Docquier F., Rapoport H., (2006), “Measuring International Skilled Migration: New Estimates Controlling for Age of Entry,” CReAM Discussion Paper Series, CDP No. 13/06.
  • Bertoli S. and Moraga J. F. H., (2013), “Multilateral Resistance to Migration,” Journal of Development Economics, 102, pp. 79-100.
  • Blackburne E. F. and Frank M.W., (2007), “Estimation of Nonstationary Heterogeneous Panels,” The Stata Journal, 7 (2), pp. 197-208.
  • Borjas G. J., (1989), “Economic Theory and International Migration,” International Migration Review, 23 (3), pp. 457-485.
  • Borjas G. J., (1987), “Self-Selection and the Earnings of Immigrants,” American Economic Review, 77(4), pp. 531-553.
  • Champion T., (1999), “Migration and British Cities in the 1990s,” National Institute Economic Review, 170 (1), pp. 60-77.
  • Chiswick B. R., (1999), “Are Immigrants Favorably Self-Selected?” The American Economic Review, 89 (2), pp. 181-185.
  • Comin D., Hobijn B., Rovito E., (2006), “Five Facts You Need to Know About Technology Diffusion,” NBER (National Bureau for Economic Research) Working Paper No. 11928.
  • Czernich N., Falck O., Kretschmer T., Woessmann L., (2011), “Broadband Infrastructure and Economic Growth,” The Economic Journal, 121 (552), pp. 505-532.
  • Daniels J. P., and Ruhr M.V.D., (2003), “The Determinants of Immigration— Policy Preferences in Advanced Economics: A Cross-Country Study,” American Economic Journal, 31 (2), pp. 146-159.
  • Feridun M., (2007), “Immigration, Income, and Unemployment: An Application of the Bounds Testing Approach to Cointegration, The Journal of Developing Areas, 41(1), pp. 37-49.
  • Fertig M., (2001), “The Economic Impact of EU-Enlargement: Assessing the Migration Potential,” Empirical Economics, 26 (4), pp. 707-720.
  • Geroski P., (2000), “Models of Technology Diffusion,” Research Policy, 29 (4-5), pp. 603-625.
  • Greenwood M. J., (1985), “Human Migration: Theory, Models, and Empirical Studies,” Journal of Regional Science, 25 (4), p. 521-544.
  • Greenwood M. J., (1975), “Research on Internal Migration in the United States: A Survey,” Journal of Economic Literature, 13 (2), pp. 397- 433.
  • Griliches Z., (1957), “Hybrid Corn: An Exploration in the Economics of Technological Change,” Econometrica, 25 (4), pp. 501-522.
  • Gruber H. and Verboven F., (2001), “The Diffusion of Mobile Telecommunications Services in the European Union,” European Economic Review, 45 (3), pp. 577-588.
  • Helliwell J. F., (1997), “National Borders, Trade, and Migration,” Pacific Economic Review, 2 (3), pp. 165-185.
  • International Organization for Migration (IOM), (2013), “Migration Well- Being and Development,” World Migration Report, ISBN 978-92-9068-668-2.
  • Jong G.F.D.,(2010), “Expectations, Gender, and Norms in Migration Decision- Making,” Population Studies: A Journal of Demography, 54 (3), pp. 307-319.
  • Kalba K. (2008), “The Global Adoption and Diffusion of Mobile Phones,” Center for Information Policy Research, Harvard University, ISBN 0-9798243-0-3 P-08-2.
  • Karamera D., Oguledo V. I., Davis B., (2000), “A Gravity Model Analysis of International Migration to North America,” Applied Economics, 32 (13), pp. 1745 -1755.
  • Kumo K., (2007), “Inter-regional Population Migration in Russia: Using an Origin-to-Host Matrix,” Post-Communist Economies, 19 (2), pp. 131- 152.
  • Lewer J. and den Berg H.V., (2008), “A Gravity Model of Immigration,” Management Department Faculty Publications, No. 22 [Online], http://digitalcommons.unl.edu/managementfacpub/22
  • Lewis W.A., (1954), “Economic Development with Unlimited Supply of Labor,” The Manchester School, 22 (2), pp. 139-191.
  • Mayer, T. and Zignago S., (2011), “Notes on CEPII’s Distances Measures: The GeoDist database.
  • Michal G. and Tobias K., (2006), “Usage of Diffusion of Cellular Telephony, 1998-2004,” Wissenschaftszentrum Berlin für Sozialforschung (WZB) Discussion Papers, No..SP II 2006-20.
  • Marques H., (2010), “Migration Creation and Diversion in the European Union: Is Central and Eastern Europe a ‘Natural’ Member of the Single Market for Labor?, Journal of Common Market Studies, 48 (2) pp. 265-291.
  • Massey D. S., Arango J., Hugo G., Kouaouci A., Pellegrino A., Taylor, J. E., (1994), “An Evaluation of International Migration Theory: The North American Case,” Population and Development Review, 20 (4), pp. 699-751.
  • Mayda M. A., (2008), “International Migration: A Panel Data Analysis of the Determinants of Bilateral Flows,” Journal of Population Economics, 23 (4), pp. 1249-1274.
  • Niedercorn J. N., and Bechdolt B.V., (1969), “An Economic Derivation of the ‘Gravity Law’ of Spatial Interaction,” Journal of Regional Science, 9 (2), pp. 273-282.
  • Pedersen P. J., Smith N., (2008), “Selection and Network Effects—Migration Flows into OECD Countries, 1990-2000,” European Economic Review, 52 (7), pp. 1160-1186.
  • Pesaran M. H., (2006), “Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure,” Econometrica, 74 (4), pp. 967-1012.
  • Pissarides C. A. and McMaster I., (1990), “Regional Migration, Wages, and Unemployment: Empirical Evidence and Implications for Policy,” Oxford University Papers and New Series, 42 (4), pp. 812-831.
  • Pissarides C.A. and Wadsworth J., (1989), “Unemployment and the Inter-Regional Mobility of Labor,” The Economic Journal, 99 (397), pp. 739-755.
  • Rodrigue J. P., Comtois C., Slack B., (2009), The Geography of Transport Systems. London, New York: Routledge.
  • Roy, A. D., (1951), “Some Thoughts on the Distribution of Earnings,” Oxford Economic Papers, 3 (2), pp. 135-146.
  • Shen J., (1999), “Modeling Regional Migration in China: Estimation and Decomposition,” Environment and Planning A, 31 (7), pp. 1223-1238.
  • Sirkeci I. and Esipova N., (2013), “Turkish Migration in Europe and Desire to Migrate to and from Turkey,” Border Crossing Transnational Working Papers, No.1301.
  • Sorhun E., (2011), “Economic and Social Motivation-Based Immigration Modeling: The Case of Turkey,” Review of Development Economics, 15 (2), pp. 359-369.
  • Stoneman, P., (2002), The Economics of Technological Diffusion. Blackwell Publishing, Oxford.
  • Stark O. and Taylor J. E., (1991), “Migration Incentives, Migration Types: The Role of Relative Deprivation,” The Economic Journal, 101 (408), pp. 1163-1178.
  • Vanderkaup J., (1977), “The Gravity Model and Migration Behavior: An Economic Interpretation,” Journal of Economic Studies, 4 (2), pp. 89-102.
  • Zavodny M., (1999), “Determinants of Recent Immigrants’ Locational Choices,” International Migration Review, 33 (4), pp. 1014-1030.
There are 51 citations in total.

Details

Primary Language English
Subjects Economics
Journal Section Research Articles
Authors

Cansu Ünver This is me

Publication Date January 1, 2015
Published in Issue Year 2015 Volume: 4 Issue: 1

Cite

APA Ünver, C. (2015). DOES BROADBAND FACILITATE IMMIGRATION FLOWS? A NON-LINEAR INSTRUMENTAL VARIABLE APPROACH. Ekonomi-Tek, 4(1), 69-104.