We estimate the acute effect of air pollution on cognitive performance and how the effect varies with task proficiency using data from over 25,000 individuals and 925,000 plays of a popular online arithmetic training game. To isolate exogenous pollution fluctuation, we interact spatial variation in NOx emissions with thermal inversion episodes. This exogenous variation negatively affects the cognitive performance of proficient players but not of beginners. Instrumenting NO2 pollution with the emissions x inversion interaction, we find that a 1 part per billion concentration increase lowers the number of correct answers of proficient individuals by 0.5% and by 0.3% overall.
机构:
Univ Calif Berkeley, Dept Agr & Resource Econ, Berkeley, CA 94720 USA
Natl Bur Econ Res, Berkeley, CA 94720 USAUniv Calif Berkeley, Dept Agr & Resource Econ, Berkeley, CA 94720 USA
Auffhammer, Maximilian
Kellogg, Ryan
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机构:
Univ Michigan, Dept Econ, Ann Arbor, MI 48109 USA
Natl Bur Econ Res, Ann Arbor, MI 48109 USAUniv Calif Berkeley, Dept Agr & Resource Econ, Berkeley, CA 94720 USA
机构:
China Med Univ, Dept Publ Hlth, Taichung, Taiwan
Taichung Vet Gen Hosp, Dept Med Res, Taichung, TaiwanChina Med Univ, Dept Publ Hlth, Taichung, Taiwan
Chang, Kuang-Hsi
Chang, Mei-Yin
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机构:
Fooyin Univ, Sch Med & Hlth Sci, Dept Med Lab Sci & Biotechnol, Kaohsiung, TaiwanChina Med Univ, Dept Publ Hlth, Taichung, Taiwan
Chang, Mei-Yin
Muo, Chih-Hsin
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机构:
China Med Univ Hosp, Management Off Hlth Data, Taichung, TaiwanChina Med Univ, Dept Publ Hlth, Taichung, Taiwan
Muo, Chih-Hsin
Wu, Trong-Neng
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机构:
China Med Univ, Dept Publ Hlth, Taichung, TaiwanChina Med Univ, Dept Publ Hlth, Taichung, Taiwan
Wu, Trong-Neng
Chen, Chiu-Ying
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机构:
China Med Univ, Dept Publ Hlth, Taichung, TaiwanChina Med Univ, Dept Publ Hlth, Taichung, Taiwan
Chen, Chiu-Ying
Kao, Chia-Hung
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h-index: 0
机构:
China Med Univ, Coll Med, Grad Inst Clin Med Sci, Taipei, Taiwan
China Med Univ Hosp, Dept Nucl Med, Taichung, Taiwan
China Med Univ Hosp, PET Ctr, Taichung, TaiwanChina Med Univ, Dept Publ Hlth, Taichung, Taiwan
机构:
Univ Southern Calif, 701 Exposit Blvd, Los Angeles, CA 90089 USAUniv Southern Calif, 701 Exposit Blvd, Los Angeles, CA 90089 USA
Chang, Tom Y.
Zivin, Joshua Graff
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h-index: 0
机构:
Univ Calif San Diego, 9500 Gilman Dr, La Jolla, CA 92093 USA
NBER, Cambridge, MA 02138 USAUniv Southern Calif, 701 Exposit Blvd, Los Angeles, CA 90089 USA
Zivin, Joshua Graff
Gross, Tal
论文数: 0引用数: 0
h-index: 0
机构:
NBER, Cambridge, MA 02138 USA
Boston Univ, 595 Commonwealth Ave, Boston, MA 02215 USAUniv Southern Calif, 701 Exposit Blvd, Los Angeles, CA 90089 USA
Gross, Tal
Neidell, Matthew
论文数: 0引用数: 0
h-index: 0
机构:
NBER, Cambridge, MA 02138 USA
Columbia Univ, 722 W 168th St, New York, NY 10032 USAUniv Southern Calif, 701 Exposit Blvd, Los Angeles, CA 90089 USA
机构:
Univ Calif Berkeley, Dept Agr & Resource Econ, Berkeley, CA 94720 USA
Natl Bur Econ Res, Berkeley, CA 94720 USAUniv Calif Berkeley, Dept Agr & Resource Econ, Berkeley, CA 94720 USA
Auffhammer, Maximilian
Kellogg, Ryan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Econ, Ann Arbor, MI 48109 USA
Natl Bur Econ Res, Ann Arbor, MI 48109 USAUniv Calif Berkeley, Dept Agr & Resource Econ, Berkeley, CA 94720 USA
机构:
China Med Univ, Dept Publ Hlth, Taichung, Taiwan
Taichung Vet Gen Hosp, Dept Med Res, Taichung, TaiwanChina Med Univ, Dept Publ Hlth, Taichung, Taiwan
Chang, Kuang-Hsi
Chang, Mei-Yin
论文数: 0引用数: 0
h-index: 0
机构:
Fooyin Univ, Sch Med & Hlth Sci, Dept Med Lab Sci & Biotechnol, Kaohsiung, TaiwanChina Med Univ, Dept Publ Hlth, Taichung, Taiwan
Chang, Mei-Yin
Muo, Chih-Hsin
论文数: 0引用数: 0
h-index: 0
机构:
China Med Univ Hosp, Management Off Hlth Data, Taichung, TaiwanChina Med Univ, Dept Publ Hlth, Taichung, Taiwan
Muo, Chih-Hsin
Wu, Trong-Neng
论文数: 0引用数: 0
h-index: 0
机构:
China Med Univ, Dept Publ Hlth, Taichung, TaiwanChina Med Univ, Dept Publ Hlth, Taichung, Taiwan
Wu, Trong-Neng
Chen, Chiu-Ying
论文数: 0引用数: 0
h-index: 0
机构:
China Med Univ, Dept Publ Hlth, Taichung, TaiwanChina Med Univ, Dept Publ Hlth, Taichung, Taiwan
Chen, Chiu-Ying
Kao, Chia-Hung
论文数: 0引用数: 0
h-index: 0
机构:
China Med Univ, Coll Med, Grad Inst Clin Med Sci, Taipei, Taiwan
China Med Univ Hosp, Dept Nucl Med, Taichung, Taiwan
China Med Univ Hosp, PET Ctr, Taichung, TaiwanChina Med Univ, Dept Publ Hlth, Taichung, Taiwan
机构:
Univ Southern Calif, 701 Exposit Blvd, Los Angeles, CA 90089 USAUniv Southern Calif, 701 Exposit Blvd, Los Angeles, CA 90089 USA
Chang, Tom Y.
Zivin, Joshua Graff
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, 9500 Gilman Dr, La Jolla, CA 92093 USA
NBER, Cambridge, MA 02138 USAUniv Southern Calif, 701 Exposit Blvd, Los Angeles, CA 90089 USA
Zivin, Joshua Graff
Gross, Tal
论文数: 0引用数: 0
h-index: 0
机构:
NBER, Cambridge, MA 02138 USA
Boston Univ, 595 Commonwealth Ave, Boston, MA 02215 USAUniv Southern Calif, 701 Exposit Blvd, Los Angeles, CA 90089 USA
Gross, Tal
Neidell, Matthew
论文数: 0引用数: 0
h-index: 0
机构:
NBER, Cambridge, MA 02138 USA
Columbia Univ, 722 W 168th St, New York, NY 10032 USAUniv Southern Calif, 701 Exposit Blvd, Los Angeles, CA 90089 USA