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Out-migration from and return migration to Puerto Rico after Hurricane Maria: evidence from the consumer credit panel

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Abstract

In this research brief, we contribute to a much-needed, initial, and growing inventory of data on Puerto Rican migration after Hurricane Maria. Using data from the Federal Reserve Bank of New York/Equifax Consumer Credit Panel, we provide a detailed account of out-migration from and return migration to Puerto Rico in the quarters and years after Hurricane Maria. We show that out-migration from Puerto Rico was and remains elevated after Hurricane Maria, particularly for more vulnerable places with respect to water area and especially substandard housing. We also show that return migration to Puerto Rico by the second quarter of 2019 is low, 12–13%, with those emigrating from relatively more vulnerable places returning to the island at comparably higher levels than those from less vulnerable places. Taken together, our results help to round out a small, but growing body of research on migration after Hurricane Maria and other extreme weather events.

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Notes

  1. The way that SSNs are issued make the last four digits of each number effectively random. For privacy reasons, the CCP does not contain actual social security numbers. Individuals are instead assigned another unique identification number in the data.

  2. This algorithm is proprietary to Equifax and therefore not available to researchers.

  3. For privacy reasons, the CCP database contains the census block associated with this address and not the exact address.

  4. According to the Consumer Financial Protection Bureau (Brevoort et al. 2016), about 10–11% of US adults lack a credit history. This figure is about three times higher and lower in low- and high-income neighborhoods, respectively.

  5. For a list of papers using the CCP, see https://www.newyorkfed.org/microeconomics/hhdc/background.html.

  6. Coastal and riverfront tract polygons usually extend into the water such that the water share of the tract area can be used to identify these two types of tracts.

  7. Here and below, we adopt a threshold of p < 0.05.

  8. Here and below, we calculate and report the results of two difference-in-differences estimates. The first is uses the previous quarter of 2017-Q2 as the baseline. The second uses 2016-Q3, the quarter from 1 year ago, as the baseline.

References

  • Abel, J. R., & Deitz, R. (2014). The causes and consequences of Puerto Rico’s declining population. Federal Reserve Bank of New York Current Issues in Economics and Finance, 20(4), 1–8.

    Google Scholar 

  • Adger, W. N. (2006). Vulnerability. Global Environmental Change, 16(3), 268–281.

    Article  Google Scholar 

  • Alcorn, T. (2017). Puerto Rico’s health system after Hurricane Maria. Lancet, 390(10103), e24.

    Article  Google Scholar 

  • Alexander, M., Polimis, K., & Zagheni, E. (2019). The impact of Hurricane Maria on out-migration from Puerto Rico: Evidence from Facebook data. SocArxiv, 1–26.

  • Bell, M., Blake, M., Boyle, P., Duke-Williams, O., Rees, P., Stillwell, J., & Hugo, G. (2002). Cross-national comparison of internal migration: Issues and measures. Journal of the Royal Statistical Society: Series A (Statistics in Society), 165, 435–464.

    Article  Google Scholar 

  • Bilsborrow, R. E. (2016). Concepts, definitions and data collection approaches. In M. J. White (Ed.), International handbook of migration and population distribution (pp. 109–156). Springer: New York.

    Google Scholar 

  • Brevoort, K. P., Grimm, P., & Kambara, M. (2016). Credit invisibles and the unscored. Cityscape, 18, 9–33.

    Google Scholar 

  • Caban, P. (2019). Hurricane Maria’s aftermath: Redefining Puerto Rico’s colonial status. Current History, 118(805), 43–49.

    Article  Google Scholar 

  • Castles, S., de Haas, H., & Miller, M. J. (2014). The age of migration: International population movements in the modern world. New York: The Guilford Press.

    Book  Google Scholar 

  • Cortés, J. (2018). Puerto Rico: Hurricane Maria and the promise of disposability. Capitalism Nature Socialism, 29(3), 1–8.

    Article  Google Scholar 

  • Cutter, S. L. (1996). Vulnerability to environmental hazards. Progress in Human Geography, 20(4), 529–539.

    Article  Google Scholar 

  • Cutter, S. L., Boruff, B. J., & Shirley, W. L. (2003). Social vulnerability to environmental hazards. Social Science Quarterly, 84(2), 242–261.

    Article  Google Scholar 

  • DeWaard, J., Fussell, E., & Curtis, K. J. (2016). Population recovery in New Orleans after Hurricane Katrina: Exploring the potential role of stage migration in migration systems. Population and Environment, 37(4), 449–463.

    Article  Google Scholar 

  • DeWaard, J., Johnson, J. E., & Whitaker, S. D. (2019). Internal migration in the United States: A comprehensive comparative assessment of the consumer credit panel. Demographic Research, 41(33), 953–1006.

    Article  Google Scholar 

  • Ding, L., Hwang, J., & Divringi, E. (2016). Gentrification and residential mobility in Philadelphia. Regional Science and Urban Economics, 61, 38–51.

    Article  Google Scholar 

  • Dyer, O. (2017). Puerto Rico’s morgues full of uncounted bodies as hurricane death toll continues to rise. BMJ, 359, j4648.

    Article  Google Scholar 

  • Echenique, M. & Melgar, L. (2018). Mapping Puerto Rico’s hurricane migration with mobile phone data. City Lab May 11.

  • Hernández, A. R. (2018). Exodus from Puerto Rico grows as island struggles to rebound from hurricane Maria. The Washington Post.

  • Hinjosa, J. (2018). Two sides of the coin of Puerto Rican migration: Depopulation in Puerto Rico and the redefinition of the diaspora. Centro Journal, 30(3), 230–253.

    Google Scholar 

  • Hinojosa, J., & Meléndez, E. (2018). Puerto Rican exodus: One year since Hurricane Maria. In Centro research brief RB2018–05, center for Puerto Rican studies. The City University of New York.

  • Hunter, L. M., Luna, J. K., & Norton, R. M. (2015). Environmental dimensions of migration. Annual Review of Sociology, 41, 377–397.

    Article  Google Scholar 

  • Kishore, N., Marqués, D., Mahmud, A., Kiang, M. V., Rodriguez, I., Fuller, A., Ebner, P., Sorensen, C., Racy, F., Lmeery, J., Maas, L., Leaning, J., Irizarry, R. A., Balsari, S., & Buckee, C. O. (2018). Mortality in Puerto Rico after Hurricane Maria. The New England Journal of Medicine, 379(2), 162–170.

    Article  Google Scholar 

  • Lee, D. & van der Kaauw, W. (2010). An introduction to the FRBNY consumer credit panel. Federal Reserve Bank of New York Staff Reports no. 479. Federal Reserve Bank of New York.

  • Lloréns, H. (2018). Ruin nation: In Puerto Rico, hurricane Maria laid bare the results of a long-term crisis created by dispossession, migration, and economic predation. NACLA Report on the Americas, 50(2), 154–159.

    Article  Google Scholar 

  • Manson, S., Schroeder, J., Van Riper, D., & Ruggles, S. (2019). IPUMS National Historicla Geographical Information System: Version 14.0 [database]. IPUMS, Institute for Social Research and Data Innovation. University of Minnesota.

  • McLeman, R. M. (2014). Climate and human migration: Past experiences, future challenges. New York: Cambridge University Press.

    Google Scholar 

  • Meléndez, E., & Hinojosa, J. (2017). Estimates of post-Hurricane Maria exodus from Puerto Rico. In Centro research brief RB2017–01, center for Puerto Rican studies. The City University of New York.

  • Meléndez, E., Hinojosa, J., & Roman, N. (2017). Post-Hurricane Maria exodus from Puerto Rico and school enrollment in Florida. In Centro research brief RB2017–02, center for Puerto Rican studies. The City University of New York.

  • Molloy, R., & Shan, H. (2013). The postforeclosure experience of US households. Real Estate Economics, 41, 225–254.

    Article  Google Scholar 

  • NOAA. (2019). Fast facts: Hurricane costs. National Oceanic and Atmospheric Administration: Silver Spring.

    Google Scholar 

  • O’Connell, H. A. (2012). The impact of slavery on racial inequality in poverty in the contemporary US south. Social Forces, 90(3), 713–734.

    Article  Google Scholar 

  • Perry, R. W., & Quarantelli, E. L. (2005). What is a disaster: New answers to old questions. New York: Routledge.

    Google Scholar 

  • PTSC. (2018). Monitoring Hurricane Maria’s impacts on the Puerto Rican population and economy. Population Studies and Training Center, Brown University.

  • Rayer, S. (2018). Estimating the migration of Puerto Ricans to Florida using flight passenger data. Bureau of Economic and Business Research, University of Florida.

  • Sandberg, J., Santos-Burgoa, C., Roess, A., Goldman-Hawes, A., Pérez, C. M., Garcia-Meza, A., & Goldman, L. R. (2019). All over the place? Differences in and consistency of excess mortality estimates in Puerto Rico after hurricane Maria. Epidemiology, 30(4), 549–552.

    Article  Google Scholar 

  • Santos, A. R., & Howard, J. T. (2017). Estimates of excess deaths in Puerto Rico following Hurricane Maria. SocArxiv, 1–8.

  • Santos-Burgoa, C., Sandberg, J., Suárez, E., Goldman-Hawes, A., Zeger, S., Garcia-Meza, A., Pérez, C. M., Estrada-Merly, N., Colón-Ramos, U., Nazario, C. M., Andrade, E., Roess, A., & Goldman, L. (2018). Differential and persistent risk of excess mortality from hurricane Maria in Puerto Rico: A time-series analysis. Lancet Planet Health, 2, e4787–e4488.

    Article  Google Scholar 

  • Santos-Lozada, A. R. (2018). Estimates of excess passenger traffic in Puerto Rico following Hurricane Maria. SocArxiv, 1–7.

  • Sutter, J. D. & Hernandez, S. (2018). ‘Exodus’ from Puerto Rico: A visual guide. CNN.

  • Whitaker, S. D. (2018). Big data versus a survey. The Quarterly Review of Economics and Finance, 67, 285–296.

    Article  Google Scholar 

  • Willison, C. E., Singer, P. M., Creary, M. S., & Greer, S. L. (2019). Quantifying inequities in US federal response to hurricane disaster in Texas and Florida compared with Puerto Rico. BMJ Global Health, 4, e0011191.

    Article  Google Scholar 

  • Zorrilla, C. D. (2017). The view from Puerto Rico-hurricane Maria and its aftermath. The New England Journal of Medicine, 363(1), 1–3.

    Google Scholar 

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Acknowledgments

The authors also thank Elizabeth Fussell, Fernando Rivera, and three anonymous reviewers for their helpful comments.

Funding

DeWaard and Johnson acknowledge support from center grant #P2C HD041023 awarded to the Minnesota Population Center at the University of Minnesota by the Eunice Kennedy Shriver National Institute of Child Health and Human Development, as well as technical advice from David Van Riper.

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Correspondence to Jack DeWaard.

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DeWaard, J., Johnson, J.E. & Whitaker, S.D. Out-migration from and return migration to Puerto Rico after Hurricane Maria: evidence from the consumer credit panel. Popul Environ 42, 28–42 (2020). https://doi.org/10.1007/s11111-020-00339-5

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