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Article

Green, Brown, and Gray: Associations between Different Measurements of Land Patterns and Depression among Nursing Students in El Paso, Texas

by
José Ignacio Nazif-Munoz
1,2,*,
José Guillermo Cedeno Laurent
2,
Matthew Browning
3,
John Spengler
2 and
Héctor A. Olvera Álvarez
4
1
Faculty of Health and Medicine, Université de Sherbrooke, Sherbrooke, QC J1K 2R1, Canada
2
Department of Environmental Health, Harvard University, Cambridge, MA 02115, USA
3
College of Behavioral, Social and Health Sciences, Clemson University, Clemson, SC 29634, USA
4
School of Nursing, Oregon Health & Science University, Portland, OR 97239, USA
*
Author to whom correspondence should be addressed.
Int. J. Environ. Res. Public Health 2020, 17(21), 8146; https://doi.org/10.3390/ijerph17218146
Submission received: 7 October 2020 / Revised: 26 October 2020 / Accepted: 30 October 2020 / Published: 4 November 2020

Abstract

Background: While greenness has been associated with lower depression, the generalizability of this association in arid landscapes remains undetermined. We assessed the association between depression and residential greenness, but also brownness and grayness among nursing students living in El Paso, Texas (the Chihuahuan desert). Methods: Depression was measured with the Patient Health Questionnaire-9 scale and greenness with the normalized difference vegetation index across three buffer sizes (i.e., 250, 500, and 1000 m). Using data from the National Land Cover Database, two additional measures of land patterns were analyzed: grayness and brownness. Structural equation models were used to assess the relationships of these land patterns to depression and quantify the indirect effects of peer alienation. Results: After adjusting for individual characteristics, at buffers 250 m, greenness was not associated with a decrease in the Incidence Rate Ratios (IRR) of depression (IRR, 0.51; 95% CI, 0.12–2.10); however, grayness and brownness were respectively associated with increases by 64% (IRR, 1.64; 95% CI, 1.07–2.52) and decreases by 35% (IRR, 0.65; 95% CI, 0.42–0.99). At buffer 250 m, peer alienation explained 17.43% (95% CI, −1.79–36.66) of the association between depression and brownness, suggesting a pathway to depression. Conclusions: We did not observe an association between depression and residential greenness in El Paso, Texas. However, we did observe a protective association between brownness and depression and an adverse association with grayness. These results have theoretical implications as they were based on commonly used frameworks in this literature, and adverse association of brownness (and the lack of greenness) and depression was expected.
Keywords: greenness; brownness; depression; structural equation models greenness; brownness; depression; structural equation models

Share and Cite

MDPI and ACS Style

Nazif-Munoz, J.I.; Cedeno Laurent, J.G.; Browning, M.; Spengler, J.; Olvera Álvarez, H.A. Green, Brown, and Gray: Associations between Different Measurements of Land Patterns and Depression among Nursing Students in El Paso, Texas. Int. J. Environ. Res. Public Health 2020, 17, 8146. https://doi.org/10.3390/ijerph17218146

AMA Style

Nazif-Munoz JI, Cedeno Laurent JG, Browning M, Spengler J, Olvera Álvarez HA. Green, Brown, and Gray: Associations between Different Measurements of Land Patterns and Depression among Nursing Students in El Paso, Texas. International Journal of Environmental Research and Public Health. 2020; 17(21):8146. https://doi.org/10.3390/ijerph17218146

Chicago/Turabian Style

Nazif-Munoz, José Ignacio, José Guillermo Cedeno Laurent, Matthew Browning, John Spengler, and Héctor A. Olvera Álvarez. 2020. "Green, Brown, and Gray: Associations between Different Measurements of Land Patterns and Depression among Nursing Students in El Paso, Texas" International Journal of Environmental Research and Public Health 17, no. 21: 8146. https://doi.org/10.3390/ijerph17218146

APA Style

Nazif-Munoz, J. I., Cedeno Laurent, J. G., Browning, M., Spengler, J., & Olvera Álvarez, H. A. (2020). Green, Brown, and Gray: Associations between Different Measurements of Land Patterns and Depression among Nursing Students in El Paso, Texas. International Journal of Environmental Research and Public Health, 17(21), 8146. https://doi.org/10.3390/ijerph17218146

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