Skip to main content

Advertisement

Log in

Immigrant residency and happiness in New York City

  • Original paper
  • Published:
Computational Statistics Aims and scope Submit manuscript

Abstract

We explore the quality of life of immigrants in New York City through housing and neighborhood conditions by creating a happiness metric to measure a household’s quality of life. Utilizing data provided by the New York City Housing and Vacancy Survey, the New York City Police Department, the New York City Department of Education, the New York City Department of Health and Mental Hygiene, along with reports from Happy City and the New Economics Foundation, a happiness score was assigned to each sub-borough in New York City. This happiness score evaluated five main domains: work, place, community, education, and health. As a result of this analysis, we discovered higher happiness scores were associated with lower percentages of immigrant households.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  1. New York City Housing Preservation & Development. https://www1.nyc.gov/site/hpd/index.page. Accessed: 2021-02-17

  2. Goldstein D, Gaumer E, Martinez W (2023) The 2019 data challenge expo of the american statistical association. Comput Stat. https://doi.org/10.1007/s00180-023-01398-6

  3. Welsch H (2009) Ecological Economics 68(11), 2735. https://doi.org/10.1016/j.ecolecon.2009.06.003.https://www.sciencedirect.com/science/article/pii/S0921800909002298

  4. Ballas D (2013) Cities. Current Research on Cities. 32, S39. https://doi.org/10.1016/j.cities.2013.04.009.https://www.sciencedirect.com/science/article/pii/S0264275113000504

  5. Mercer: Quality of living city ranking. https://mobilityexchange.mercer.com/insights/quality-of-living-rankings. Accessed: 2021-02-19

  6. Mirzan H, Bahreini A, Moeinaddini M, Asadi-Shekari Z, Shah MZ, Sultan Z (2016) Identify significant indivcators for a happy city. Plann Malaysia 4:263. https://doi.org/10.1016/j.ecolecon.2009.06.003

    Article  Google Scholar 

  7. Programme UND (2020) Human development report 2020, 2020th edn. (United Nations, 2020). https://www.un-ilibrary.org/content/books/9789210055161

  8. Helliwell JF, Layard R, Sachs J, Neve JED (2020) World happiness report 2020, 2020th edn. (Sustainable Development Solutions Network, 2020)

  9. Lewis SW, Abdallah S (2016) Happy City Index 2016 Report (Happy City Measurement and Policy Team, 2016). www.happycity.org.uk/wp-content/uploads/2016/10/Happy-City-Index-2016-Report-FINAL.pdf

  10. NYCHVS glossary. www2.census.gov/programs-surveys/nychvs/about/glossary/gloss08.pdf (2008). Accessed: 2021-02-16

  11. Historical NYC crime data. https://www1.nyc.gov/site/nypd/stats/crime-statistics/historical.page. Accessed: 2021-02-19

  12. NYC department of education data. https://www.schools.nyc.gov/about-us/reports/doe-data-at-a-glance. Accessed: 2021-02-15

  13. NYC department of health and mental hygiene data. https://www1.nyc.gov/site/doh/data/data-home.page. Accessed: 2021-02-17

  14. NYC department of city planning. https://www1.nyc.gov/site/planning/data-maps/open-data.page. Accessed: 2021-02-19

  15. NYC open data. https://opendata.cityofnewyork.us/. Accessed: 2021-02-19

  16. Walker K (2020) Tigris: load census TIGER/line shapefiles. https://CRAN.R-project.org/package=tigris. R package version 1.0

  17. R Core Team, R. A language and environment for statistical computing. R foundation for statistical computing, Vienna, Austria (2020). https://www.R-project.org/

  18. Bivand R, Rundel C (2020) RGEOS: Interface to geometry engine - Open Source (’GEOS’) (2020). https://CRAN.R-project.org/package=rgeos. R package version 0.5-3

  19. Pebesma EJ, Bivand RS (2005) R news 5(2), 9 . https://CRAN.R-project.org/doc/Rnews/

  20. Bivand RS, Pebesma E, Gomez-Rubio V (2013) Applied spatial data analysis with R, Second edition (Springer, NY, 2013). https://asdar-book.org/

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Thomas J. Fisher.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Appendix

Appendix

To help explain the calculation of the Happiness Score Index in Sect. 3.2 consider the sub-borough region in Fig. 3. That particular sub-borough of Brooklyn is the South Crown Heights area with 54.53% of households being immigrant families. The average total household income in the sub-borough is $57,339.35 and average monthly rent contract of $1,253.65 (thus the place measurement is about 2.18%). Once scaled to the range [0, 1], the corresponding income and place measurements are 0.138 and 0.469, respectively.

This particular sub-borough is part of five different Police precincts with total major crimes ranging from 956 to 2322. The South Crown Heights sub-borough is part of two different school districts with achievement rates of 0.062 and 0.145 and five different community districts with two different lowest age in the median death age ranges (70–74 and 75–79). There are 19 unique intersecting regions in this sub-borough.

Using Eq. (1), we aggregate across all 19 unique \(j=1,\ldots ,5\), \(k=1,2\), \(l=1,\ldots ,5\) combinations using the area of the intersecting region as its weight for each term. Note that for income and place, the measure is based on the entire sub-borough and will receive full emphasis (the aforementioned 0.138 and 0.469 values). The resulting crime measure is 0.653, education is 0.202 and health is 0.632 after the weighted summation. At the conclusion, the Happiness Score for South Crown Heights is 2.095115.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Tuiyott, A., Garrett, R.C., Carter, L. et al. Immigrant residency and happiness in New York City. Comput Stat 38, 1657–1668 (2023). https://doi.org/10.1007/s00180-023-01392-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00180-023-01392-y

Keywords

Navigation