Skip to main content

Advertisement

Log in

How palm oil industry is having a devastating impact on Indonesia's health, rainforests, and labor market

  • Original Paper
  • Published:
International Journal of Environmental Science and Technology Aims and scope Submit manuscript

Abstract

Palm oil is an essential commodity in Indonesia. However, despite the importance of palm oil for Indonesia's economy, on the contrary, this sector could also harm society as palm oil industries have incentives to burn the forest for extensive land clearing, creating forest fire, and air pollution. This study estimates palm oil companies' impact on forest fires, air pollution, health outcomes, and labor market consequences in Indonesia. This study uses data from The Indonesia National Socioeconomic Survey (SUSENAS), Universal Public Insurance Claim Data from Social Security Administrator (BPJS), and Ministry of Forestry and Environment Statistics. In addition, this study also uses municipality-level data to calculate forest fire and individual-level data to estimate health and labor outcomes. Finally, this study employs ordinary least squares (OLS) and matching methods to assess palm oil company's impact on forest fire, health, and labor outcomes. Estimation result suggests palm oil company significantly increases forest fire land area. Further, it also increases the probability of asthma, increases the likelihood of inpatient, and substantially decreases decision to work—more considerable negative health impact for children and elderly, more vulnerable group to forest fire pollution. Moreover, forest fire increases inpatient for the asthmatic individual and all other individuals who experience general respiratory symptoms.

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

Similar content being viewed by others

Availability of data and materials

All data generated or analyzed during this study are available from the corresponding author on reasonable request.

References

  • Abadie A et al (2001) Implementing matching estimators for average treatment effects in Stata. Stand Genomic Sci 1(2001):1–18

    Google Scholar 

  • Alberini A et al (1997) Valuing health effects of air pollution in developing countries: the case of Taiwan. J Environ Econ Manag 34(1997):107–126

    Article  Google Scholar 

  • Alimi O, Ajide K, Isola W (2019) Environmental quality and health expenditure in ECOWAS. Environ Dev Sustain 4(5):1–23

    Google Scholar 

  • Andam KS et al (2008). Measuring the effectiveness of protected area networks in reducing deforestation. In: The national academy of sciences of USA.

  • Angrist, JD, Pischke JS (2008) Mostly Harmless Econometrics: An Empiricist's Companion.

  • Anita S, Amri TA, Hanifah, TA, Furnando E, & Lukas A (2017). Carbon dioxide emissions from forest fires in Bukit Batu Area, Bengkalis Regency, Indonesia. In: IOP conference series: earth and environmental science, vol 68, no 1, p 012002. IOP Publishing.

  • Beatty T, Shimshack J (2014) Air pollution and children’s respiratory health: a cohort analysis. J Environ Econ Manag 67:39–57

    Article  Google Scholar 

  • Chaabouni S, Zghidi N, Mbarek M (2016) On the causal dynamics between CO2 emissions, health expenditures, and economic growth. Sustain Cities Soc 22:184–191

    Article  Google Scholar 

  • Currie J, Neidell M (2005) Air pollution and infant health: what can we learn from California’s recent experience. Q J Econ 120(3):1003–1030

    Google Scholar 

  • Dyarto R, Setyawan D (2021) Understanding the political challenges of introducing a carbon tax in Indonesia. Int J Environ Sci Technol 18(6):1479–1488

    Article  CAS  Google Scholar 

  • Ellison D, Morris C, Locatell B, Sheil D, Cohen J, Murdiyarso D et al (2017) Trees, forests, and water: cool insights for a hot world. Glob Environ Chang 43:51–61

    Article  Google Scholar 

  • Farooq M, Shahzad U, Sarwar S, Zaijun L (2019) The impact of carbon emission and forest activities on health outcomes: China’s empirical evidence. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-019-04779-x

    Article  Google Scholar 

  • Greenstone M, Shapiro JS (2012) Defensive investments and the demand for air quality: evidence from the NOx budget program and ozone reductions. Social science research network, Social Science Research Network.

  • Griggs M (2017). Humans are responsible for the vast majority of wildfires in the US. Retrieved from Popular Science: https://www.popsci.com/humansare-responsible-for-vast-majority-wildfires-inus.

  • Grossman M (1972) On the concept of health capital and the demand for health. J Polit Econ 2(1972):223–255

    Article  Google Scholar 

  • Haseeb M, Kot S, Hussain H, Jermsittiparsert K (2019) Impact of economic growth, environmental pollution, and energy consumption on health expenditure and R&D expenditure of ASEAN countries. Energies 12(19):35–48

    Article  Google Scholar 

  • Jayachandran S (2006) Air quality and early life mortality: evidence from Indonesia's wildfires.

  • Jerrett M, Eyles J, Dufournaud C, Birch S (2003) Environmental influences on healthcare expenditures: AN exploratory analysis from Ontario, Canada. J Epidemiol Community Health 57(5):334–338

    Article  CAS  Google Scholar 

  • Joyce C (2017). What's the leading cause of wildfires in the US? Retrieved from National Public Radio: https://www.npr.org/sections/thetwo-way/2017/02/27/517100594/whats-theleading-causeof-wildfires-in-the-u-s-humans.

  • Karmel PE, Fitz G, Thomas N (2002) PM-2,5: federal and California regulation of fine particulate air pollution.

  • Kasischke ES, Bruhwiler LP (2002) Emissions of carbon dioxide, carbon monoxide, and methane from boreal forest fires in 1998. J Geophys Res: Atmos 107(D1):FFR-2

    Google Scholar 

  • Levy JI (2011) Impact of residential nitrogen dioxide exposure on personal exposure: an international study. J Air Waste Manag Assoc 48(6):553–560

    Article  Google Scholar 

  • Lokman NA, Ithnin AM, Yahya WJ, Yuzir MA (2020) A brief review on biochemical oxygen demand (BOD) treatment methods for palm oil mill effluents (POME). Environ Technol Innov 21:101258

    Article  Google Scholar 

  • Malte PC, Pratt DT (1975) Measurement of atomic oxygen and nitrogen oxides in a jet stirred combustion. Fifteenth Symposium (International) on Combustion, 15(1975), 1061–1070.

  • Martins V, Miranda AI, Carvalho A, Schaap M, Borrego C, Sá E (2012) Impact of forest fires on particulate matter and ozone levels during the 2003, 2004 and 2005 fire seasons in Portugal. Sci Total Environ 414:53–62

    Article  CAS  Google Scholar 

  • Mas-Collel A, Whinston MD, Green JR (1995) Microeconomic theory. Oxford University Press, Oxford

    Google Scholar 

  • Mead R, Brajer V (2005) Protecting China’s children: valuing the health impacts of reduced air pollution in Chinese cities. Environ Dev Econ 10:745–769

    Article  Google Scholar 

  • Moore D et al (2006) Population health effects of air quality changes due to forest fires in British Columbia in 2003. Can J Public Health 97(2006):105–108

    Article  Google Scholar 

  • Nawaz R, Kait CF, Chia HY, Isa MH, Huei LW, Sahrin NT, Khan N (2021) Countering major challenges confronting photocatalytic technology for the remediation of treated palm oil mill effluent: a review. Environ Technol Innov 23:101764

    Article  CAS  Google Scholar 

  • Neidell MJ (2004) Air pollution, health, and socioeconomic status: the effect of outdoor air quality on childhood asthma. J Health Econ 23(2004):1209–1236

    Article  Google Scholar 

  • Pienkowski T, Dickens B, Sun H, Carrasco L (2017) Empirical evidence of the public health benefits of tropical forest conservation in Cambodia: a generalized linear mixed-effects model analysis. Lancet Planet Health 1:180–187

    Article  Google Scholar 

  • Pope AC III, Bates DV, Raizenne ME (1995) Health effect if particulate air pollution: time for reassessment? Environ Health Perspect 103:472–480

    Article  Google Scholar 

  • Sarwar S, Alsaggaf M, Tingqiu C (2019) Nexus among economic growth, education, health, and environment: dynamic analysis of World-Level data. Front Public Health 7:1–15

    Article  Google Scholar 

  • Setyawan D (2020) Energy efficiency in Indonesia’s manufacturing industry: a perspective from Log Mean Divisia Index decomposition analysis. Sustain Environ Res 30(1):1–11

    Article  Google Scholar 

  • Shogren J (2001) Children and the environment: Valuing indirect effects on a child’s life chances. Contemp Econ Policy 19:382–396

    Article  Google Scholar 

  • Siddique H, Kiani A (2020) Industrial pollution and human health: Evidence from middle-income countries. Environ Sci Pollut Res 54(2):356–328

    Google Scholar 

  • Smith WH (1981) Air pollution and forests, interaction between air contaminants and forest ecosystems. Springer, New York

    Google Scholar 

  • Statistics Indonesia (2014) Direktori Perusahaan Perkebunan Kelapa Sawit 2014. Indonesia

  • Tambo E, Khayeka WC, Muchiri G, Liu Y, Tang S, Zhou X (2019) China’s belt and road initiative: incorporating public health measures toward global economic growth and shared prosperity. Global Health Journal 3(2):46–49

    Article  Google Scholar 

  • Tox T (2017) Environmental health concerns and toxic chemicals carbon dioxide. Retrieved from https://toxtown.nlm.nih.gov/text_version/chemicals.php?id=6.

  • Varma A (2003) The economics of slash and burn: a case study of the 1997–1998 Indonesian forest fires. Ecol Econ 46(1):159–171

    Article  Google Scholar 

  • Verheye W (2016). Growth and production of oil palm. vol 2, Encyclopaedia of Life Support Systems.

  • Waheed R, Chang D, Sarwar S, Chen W (2018) Forest, agriculture, renewable energy, and CO2 emission. J Clean Prod 172(20):4231–4238

    Article  Google Scholar 

  • Wang C, Xu B, Zhang S, Chen Y (2016) Influence of personality and risk propensity on risk perception of Chinese construction. Int J Project Manag 34(7):1294–1304

    Article  Google Scholar 

  • Ward DE, Hardy CC (1991) Smoke emissions from wildland fires. Environ Int 17(2–3):117–134

    Article  CAS  Google Scholar 

  • Wardhana IW, Setyawan D, Khairunnisah K (2020) Determinants of Labor market in Jakarta metropolitan area: a survival analysis of commuters. Communications 22(2):42–51

    Article  Google Scholar 

  • Wu S (2003) The effects of health events on the economic status of married couples. J Hum Resources 38(1):219–230

    Article  Google Scholar 

  • Yazdi S, Khanalizadeh B (2017). Air pollution, economic growth, and health care expenditure. Economic Research-EkonomskaIstraživanj

  • Zaied BK, Nasrullah M, Siddique MNI, Zularisam AW, Singh L, Krishnan S (2020) Co-digestion of palm oil mill effluent for enhanced biogas production in a solar-assisted bioreactor: Supplementation with ammonium bicarbonate. Sci Total Environ 706:136095

    Article  CAS  Google Scholar 

Download references

Acknowledgements

The author would like to express gratitude to the Ministry of Finance of the Republic of Indonesia for providing facilities and providing funding that has made this research endeavor possible.

Funding

The author’s research is funded and supported by the Ministry of Finance of the Republic of Indonesia.

Author information

Authors and Affiliations

Authors

Contributions

BA contributed to conceptualization; data curation; formal analysis; investigation; methodology; project administration; resources; software; supervision; validation; visualization; and writing—original draft. DS was involved in conceptualization; formal analysis; investigation; project administration; resources; visualization; and writing—review and editing.

Corresponding author

Correspondence to D. Setyawan.

Ethics declarations

Conflict of interest

There is no potential conflict of interest relevant to this article reported. This study has not been published in journals elsewhere, and that it has not been submitted simultaneously for journal publication elsewhere.

Additional information

Editorial responsibility: Chenxi Li.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Arifin, B., Setyawan, D. How palm oil industry is having a devastating impact on Indonesia's health, rainforests, and labor market. Int. J. Environ. Sci. Technol. 19, 11775–11788 (2022). https://doi.org/10.1007/s13762-022-03923-4

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13762-022-03923-4

Keywords

Navigation