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Do temperature shocks affect non-agriculture wages in Brazil? Evidence from individual-level panel data

Published online by Cambridge University Press:  05 April 2021

Jaqueline Oliveira ,
Bruno Palialol Open the ORCID record for Bruno Palialol [Opens in a new window]  and
Paula Pereda Open the ORCID record for Paula Pereda [Opens in a new window]
Jaqueline Oliveira*
Affiliation:
Rhodes College, Memphis, TN, USA
Bruno Palialol
Affiliation:
University of São Paulo, São Paulo, Brazil
Paula Pereda
Affiliation:
University of São Paulo, São Paulo, Brazil
*
*Corresponding author. oliveiraj@rhodes.edu
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Abstract

The relationship between temperature and agriculture outcomes in Brazil has been widely explored, overlooking the fact that most of the country's labor force is employed in non-agriculture sectors. We use monthly individual-level panel data spanning the period from January 2015 to December 2016 to ask whether temperature shocks impact non-agriculture wages in formal labor markets. Our results show that additional days in a month that fall within high-temperature ranges have significant adverse effects on real wages. Assuming a uniform climate change scenario where the daily temperature distribution shifts by 2$^{\circ }$C, we calculate income losses for formal workers in non-agriculture markets equivalent to 0.12 per cent of 2015 GDP.

Keywords

climate changetemperature shocksformal labor marketslabor productivitynon-agriculture sectorwages

JEL classification

Q54: Climate • Natural Disasters and Their Management • Global Warming C23: Panel Data Models • Spatio-temporal Models J24: Human Capital • Skills • Occupational Choice • Labor Productivity
Type
Research Article
Information
Environment and Development Economics , Volume 26 , Special Issue 5-6: Weather and Climate Impacts in Developing Countries , October 2021 , pp. 450 - 465
Copyright
Copyright © The Author(s), 2021. Published by Cambridge University Press

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References

REFERENCES

Adhvaryu, A, Kala, N and Nyshadham, A (2020) The light and the heat: productivity co-benefits of energy-saving technology. Review of Economics and Statistics 102, 779–792.CrossRefGoogle Scholar
Araújo, PHC, Silva, FDF, Gomes, MFM, Féres, JG and Braga, MJ (2014) An analysis of the impact of climate change on agricultural productivity of Northeast of Brazil. Rev. Econ. NE 45, 46–57.Google Scholar
Assad, ED, Pinto, HS, Zullo, J, Maria, A and Ávila, H (2004) Climatic changes impact in agroclimatic zoning of coffee in Brazil. Pesquisa Agropecuria Brasileira 39, 1057–1064.CrossRefGoogle Scholar
Assad, ED, Martins, SC, Beltrão, NEdM, Pinto, HS (2013) Impacts of climate change on the agricultural zoning of climate risk for cotton cultivation in Brazil. Pesquisa Agropecria Brasileira 48, 1–8.CrossRefGoogle Scholar
Banerjee, R and Maharaj, R (2020) Heat, infant mortality, and adaptation: evidence from india. Journal of Development Economics 143, 102378.CrossRefGoogle Scholar
Barbarisi, B, Marin, FR, Assad, ED, Pilau, FG and Pacheco, L (2007) Efeito das mudanças climáticas sobre a aptidão climática para cana-de-açúcar no estado de Goiás. Paper presented at the XV Congresso Brasileiro de Agrometeorologia 2-5 June 2007, Aracajú. SBA: Embrapa Tabuleiros Costeiros. pp. 1–5.Google Scholar
Barreca, AI (2012) Climate change, humidity, and mortality in the united states. Journal of Environmental Economics and Management 63, 19–34.CrossRefGoogle ScholarPubMed
Barreca, A, Clay, K, Deschênes, O, Greenstone, M and Shapiro, JS (2015) Convergence in adaptation to climate change: evidence from high temperatures and mortality, 1900–2004. American Economic Review 105, 247–251.CrossRefGoogle Scholar
Barreca, A, Clay, K, Deschenes, O, Greenstone, M and Shapiro, JS (2016) Adapting to climate change: the remarkable decline in the us temperature-mortality relationship over the twentieth century. Journal of Political Economy 124, 105–159.CrossRefGoogle Scholar
Behrer, AP and Park, J (2017) Will we adapt? temperature, labor and adaptation to climate change. Harvard Project on Climate Agreements Working Papers.Google Scholar
Burgess, R, Deschenes, O, Donaldson, D and Greenstone, M (2017) Weather, climate change and death in india. Working Paper.Google Scholar
Burke, M and Emerick, K (2016) Adaptation to climate change: evidence from US agriculture. American Economic Journal: Economic Policy 8, 106–140.Google Scholar
Cai, X, Lu, Y and Wang, J (2018) The impact of temperature on manufacturing worker productivity: evidence from personnel data. Journal of Comparative Economics 46, 889–905.CrossRefGoogle Scholar
Castro, NR, Spolador, HFS and Marin, FR (2019) Assessing the economy–climate relationships for brazilian agriculture. Empirical Economics 59, 1161–1188.CrossRefGoogle Scholar
Chen, X and Yang, L (2019) Temperature and industrial output: firm-level evidence from China. Journal of Environmental Economics and Management 95, 257–274.CrossRefGoogle Scholar
Chen, S, Chen, X and Xu, J (2016) Impacts of climate change on agriculture: evidence from china. Journal of Environmental Economics and Management 76, 105–124.CrossRefGoogle Scholar
Colmer, J (2020) Temperature, labor reallocation and industrial production: evidencefrom india. Centre for Economic Performance, London School of Economics and Political Science Discussion Paper No 1544.Google Scholar
Dell, M, Jones, BF and Olken, BA (2012) Temperature shocks and economic growth: evidence from the last half century. American Economic Journal: Macroeconomics 4, 66–95.Google Scholar
Dell, M, Jones, BF and Olken, BA (2014) What do we learn from the weather? The new climate–economy literature. Journal of Economic Literature 52, 740–798.CrossRefGoogle Scholar
Deryugina, T and Hsiang, SM (2014) Does the environment still matter? Daily temperature and income in the United States. NBER Working Paper 20750, National Bureau of Economic Research.CrossRefGoogle Scholar
Deschenes, O (2014) Temperature, human health, and adaptation: a review of the empirical literature. Energy Economics 46, 606–619.CrossRefGoogle Scholar
Deschenes, O and Greenstone, M (2007) The economic impacts of climate change: evidence from agricultural output and random fluctuations in weather. The American Economic Review 97, 354–385.CrossRefGoogle Scholar
Deschenes, O and Greenstone, M (2011) Climate change, mortality, and adaptation: evidence from annual fluctuations in weather in the US. American Economic Journal: Applied Economics 3, 152–185.Google Scholar
Feng, S, Krueger, AB and Oppenheimer, M (2010) Linkages among climate change, crop yields and Mexico–US cross-border migration. Proceedings of the National Academy of Sciences 107, 14257–14262.CrossRefGoogle ScholarPubMed
Franklin, S and Labonne, J (2019) Economic shocks and labor market flexibility. Journal of Human Resources 54, 171–199.CrossRefGoogle Scholar
Guivarch, C and Hallegatte, S (2013) 2c or not 2c? Global Environmental Change 23, 179–192.CrossRefGoogle Scholar
Hsiang, SM (2010) Temperatures and cyclones strongly associated with economic production in the Caribbean and Central America. Proceedings of the National Academy of Sciences 107, 15367–15372.CrossRefGoogle ScholarPubMed
Jacob, B, Lefgren, L and Moretti, E (2007) The dynamics of criminal behavior evidence from weather shocks. Journal of Human Resources 42, 489–527.CrossRefGoogle Scholar
Jayachandran, S (2006) Selling labor low: wage responses to productivity shocks in developing countries. Journal of Political Economy 114, 538–575.CrossRefGoogle Scholar
Kaur, S (2019) Nominal wage rigidity in village labor markets. American Economic Review 109, 3585–3616.CrossRefGoogle Scholar
Kwok, TF, Xu, Y, Liu, X and Leung, Y (2018) The impacts of economic structure on china's carbon dioxide emissions: an analysis with reference to other east asian economies. Climate Policy 18, 1235–1245.CrossRefGoogle Scholar
Massetti, E, Guiducci, RdCN, de Oliveira, AF and Mendelsohn, R (2013) The impact of climate change on the Brazilian agriculture: a Ricardian study at microregion level. CMCC RP0200, 1–31.Google Scholar
Mendelsohn, R, Nordhaus, WD and Shaw, D (1994) The impact of global warming on agriculture: a Ricardian analysis. The American Economic Review 84, 753–771.Google Scholar
Oliveira, J and Pereda, P (2020) The impact of climate change on internal migration in brazil. Journal of Environmental Economics and Management 103, 102340.CrossRefGoogle Scholar
Pereda, PC and Alves, D (2018) Climate and weather impacts on agriculture: the case of brazil. Economia Aplicada 22, 5–26.CrossRefGoogle Scholar
Ranson, M (2014) Crime, weather, and climate change. Journal of Environmental Economics and Management 67, 274–302.CrossRefGoogle Scholar
Schlenker, W and Lobell, DB (2010) Robust negative impacts of climate change on African agriculture. Environmental Research Letters 5, 014010.CrossRefGoogle Scholar
Schlenker, W and Roberts, MJ (2009) Nonlinear temperature effects indicate severe damages to U.S. crop yields under climate change. Proceedings of the National Academy of Sciences 106, 15594–15598.CrossRefGoogle ScholarPubMed
Schlenker, W, Hanemann, WM and Fisher, AC (2005) Will U.S. agriculture really benefit from global warming? Accounting for irrigation in the hedonic approach. The American Economic Review 95, 395–406.CrossRefGoogle Scholar
Silva, WKdM, Freitas, GP, Junior, LMC, Pinto, PALdA and Abrahão, R (2019) Effects of climate change on sugarcane production in the state of Paraíba (Brazil): a panel data approach (1990-2015). Climatic Change 154, 195–209.CrossRefGoogle Scholar
Somanathan, E, Somanathan, R, Sudarshan, A and Tewari, M (2018) The impact of temperature on productivity and labor supply: evidence from Indian manufacturing. Working Paper, p. 70.Google Scholar
Sun, L, Li, H and Ward, MN (2007) Climate variability and corn yields in semiarid Ceará, Brazil. Journal of Applied Meteorology and Climatology 46, 226–240.CrossRefGoogle Scholar
Welch, JR, Vincent, JR, Auffhammer, M, Moya, PF and Dobermann, A (2010) Rice yields in tropical/subtropical Asia exhibit large but opposing sensitivities to minimum and maximum temperatures. Proceedings of the National Academy of Sciences 107, 1452–14567.CrossRefGoogle ScholarPubMed
Wilde, J, Apouey, BH and Jung, T (2017) The effect of ambient temperature shocks during conception and early pregnancy on later life outcomes. European Economic Review 97, 87–107.CrossRefGoogle Scholar
Xavier, AC, King, CW and Scanlon, BR (2016) Daily gridded meteorological variables in Brazil (1980–2013). International Journal of Climatology 36, 2644–2659.CrossRefGoogle Scholar
Xavier, AC, King, CW and Scanlon, BR (2017) An update of Xavier, King and Scanlon (2016) daily precipitation gridded data set for the Brazil. Proceedings of the Simpósio Brasileiro de Sensoriamento Remoto (SBSR) XVIII, 562–569.Google Scholar
Zhang, P, Zhang, J and Chen, M (2017) Economic impacts of climate change on agriculture: the importance of additional climatic variables other than temperature and precipitation. Journal of Environmental Economics and Management 83, 8–31.CrossRefGoogle Scholar
Zhang, P, Deschenes, O, Meng, K and Zhang, J (2018) Temperature effects on productivity and factor reallocation: evidence from a half million Chinese manufacturing plants. Journal of Environmental Economics and Management 88, 1–17.CrossRefGoogle Scholar
Zivin, J and Neidell, M (2014) Temperature and the allocation of time: implications for climate change. Journal of Labor Economics 32, 1–26.CrossRefGoogle Scholar
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