WEB APPENDIX POLITICALLY CONNECTED POLLUTERS UNDER SMOG

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1 WEB APPENDIX POLITICALLY CONNECTED POLLUTERS UNDER SMOG Yuhua Wang November 20, 2014 Department of Political Science, The University of Pennsylvania. Room 217, 208 South 37th Street, Philadelphia, PA

2 Contents 1 FIRMS AND THEIR CONNECTEDNESS 3 2 PUBLIC SHAMING OF POLLUTERS 7 3 RESULTS IN TABLES Figure Figure Figure Figure

3 1 FIRMS AND THEIR CONNECTEDNESS Table 1: List of Polluters and Their Connectedness Company Code Industry Connection Province Cement 0 Hebei Steel 0 Anhui Steel 0 Shandong Steel 0 Hubei Steel 1 Hebei Coal 1 Shanxi Steel 1 Liaoning Steel 0 Hebei Coal 0 Neimenggu Steel 1 Shanxi Cement 1 Henan Steel 0 Jiangsu Steel 0 Liaoning Coal 1 Henan Coal 1 Hebei Steel 1 Beijing Coal 1 Shanxi Steel 0 Beijing Coal 0 Shanxi Steel 1 Jiangsu Coal 0 Neimenggu Steel 0 Henan Cement 1 Shanghai Steel 1 Anhui Steel 1 Shandong 3

4 Steel 0 Henan Steel 1 Jiangsu Steel 0 Liaoning Steel 1 Anhui Steel 0 Shandong Steel 1 Hubei Steel 0 Neimenggu Steel 0 Shanghai Steel 1 Shandong Coal 1 Henan Coal 1 Shanxi Coal 0 Shanxi Coal 1 Heilongjiang Coal 1 Shandong Steel 1 Shanghai Cement 1 Shaanxi Steel 0 Liaoning Steel 1 Jiangsu Cement 1 Neimenggu Cement 1 Anhui Coal 1 Shanxi Steel 1 Liaoning Coal 1 Henan Coal 1 Shanxi Steel 1 Anhui Coal 0 Shanghai Steel 0 Shandong Cement 0 Shanxi Coal 1 Shanxi Steel 1 Henan Cement 1 Anhui Coal 0 Shanghai 4

5 Coal 0 Shanxi Steel 1 Shandong Cement 1 Hubei Steel 0 Anhui Cement 1 Jilin Steel 1 Shandong Hydroelectric Power 1 Beijing Coal 0 Anhui Coal 0 Hebei Coal 0 Shanxi Coal 0 Heilongjiang Steel 1 Jiangsu Coal 1 Beijing Coal 1 Beijing Coal 0 Henan Coal 1 Shanxi Coal 0 Beijing Coal 1 Anhui Cement 1 Beijing 5

6 Table 2: List of Protectors and Their Connectedness Company Code Industry Connection Province Special Equipment Manufacturing 1 Jiangsu General Machinery Manufacturing 1 Jiangsu Conglomerates 1 Tianjin Electronic Components and Appliance 0 Zhejiang Electrical Machinery and Equipment Manufacturing 0 Guangdong Special Equipment Manufacturing 0 Jiangsu Environmental Protection 0 Beijing Instruments and Appearances, Culture and Office Machinery Manufacturing 0 Beijing Instruments and Appearances, Culture and Office Machinery Manufacturing 1 Guangdong Special Equipment Manufacturing 1 Fujian Special Equipment Manufacturing 1 Anhui Instruments and Appearances, Culture and Office Machinery Manufacturing 0 Shandong Instruments and Appearances, Culture and Office Machinery Manufacturing 1 Hebei Special Equipment Manufacturing 1 Jiangsu Environmental Protection 0 Beijing Instruments and Appearances, Culture and Office Machinery Manufacturing 0 Jiangsu Environmental Protection 1 Hunan Instruments and Appearances, Culture and Office Machinery Manufacturing 1 Zhejiang Conglomerates 1 Hubei Conglomerates 1 Chongqing Special Equipment Manufacturing 1 Fujian Special Equipment Manufacturing 1 Zhejiang Software Service 1 Zhejiang Conglomerates 1 Shanghai Electrical Machinery and Equipment Manufacturing 1 Sichuan 6

7 2 PUBLIC SHAMING OF POLLUTERS Table 3: List of Protectors and Their Connectedness Company Company Web ID Code Name Link Tangshan Jidong Cement Co.,ltd Xinxing Ductile Iron Pipes Co.,Ltd Angang Steel Company Limited Beijing Shougang Co.,Ltd Wuhan Iron And Steel Company Limited Shaanxi Qinling Cement(Group) Co.,ltd Lingyuan Iron & Steel Co.,ltd Nanjing Iron And Steel Co.,ltd Taiyuan Lionhead Cement Co.,Ltd Anhui Conch Cement Company Limited Huaxin Cement Co.,Ltd China Shenhua Energy Company Limited BBMG Corporation 1. To support Beijings fight against smog, we strongly ask Jidong Cement to cease production for 50 years! 2. Nanduan residents suffer but dare not to speak up about Xinxing Ductile Iron Pipes s emissions. 3. Bayuquan (a district of the city of Yingkou, Liaoning province) s smog was caused by Angang! 4. Beijings smog is caused by Shougang (Capital Steel)!!!! Local officials have known this for a while, but they hid it; they couldnt do this any more. Steel is the biggest industry, and Shougang harms the country and the people. 5. Wuhan citizens discovered that they were covered by fog. Afterwards, there were many rumors on the Internet that the fog was caused by an explosion in Wuhan Iron and Steel Company. 7

8 6. The cement industry contributes to smog, and 17 companies have 170 pollution records. 7. Linggang s smog is heavy, and Lingyuan Iron & Steel s smoke is dense. 8. Nanjing Iron and Steel is friendly to smog. 9. The cement industry contributes to smog, and 17 companies have 170 pollution records. 10. The cement industry contributes to smog, and 17 companies have 170 pollution records. 11. The cement industry contributes to smog, and 17 companies have 170 pollution records. 12. On January 22, the Ministry of Environmental Protection terminated China Shenhua Energy Company s coal project. 13. The cement industry contributes to smog, and 17 companies have 170 pollution records. 8

9 3 RESULTS IN TABLES 3.1 Figure 1 Table 4 presents the levels of P M 2.5 detected by the United State Embassy in Beijing and the United States Consulate in Shanghai in the winter of Table 4: Level of PM2.5 Over the Winter of Beijing Shanghai Date Day PM2.5 PM2.5 Average 10/1/12 Monday /2/12 Tuesday /3/12 Wednesday /4/12 Thursday /5/12 Friday /6/12 Saturday /7/12 Sunday /8/12 Monday /9/12 Tuesday /10/12 Wednesday /11/12 Thursday /12/12 Friday /13/12 Saturday /14/12 Sunday /15/12 Monday /16/12 Tuesday /17/12 Wednesday /18/12 Thursday /19/12 Friday /20/12 Saturday /21/12 Sunday

10 10/22/12 Monday /23/12 Tuesday /24/12 Wednesday /25/12 Thursday /26/12 Friday /27/12 Saturday /28/12 Sunday /29/12 Monday /30/12 Tuesday /31/12 Wednesday /1/12 Thursday /2/12 Friday /3/12 Saturday /4/12 Sunday /5/12 Monday /6/12 Tuesday /7/12 Wednesday /8/12 Thursday /9/12 Friday /10/12 Saturday /11/12 Sunday /12/12 Monday /13/12 Tuesday /14/12 Wednesday /15/12 Thursday /16/12 Friday /17/12 Saturday /18/12 Sunday /19/12 Monday /20/12 Tuesday /21/12 Wednesday /22/12 Thursday

11 11/23/12 Friday /24/12 Saturday /25/12 Sunday /26/12 Monday /27/12 Tuesday /28/12 Wednesday /29/12 Thursday /30/12 Friday /1/12 Saturday /2/12 Sunday /3/12 Monday /4/12 Tuesday /5/12 Wednesday /6/12 Thursday /7/12 Friday /8/12 Saturday /9/12 Sunday /10/12 Monday /11/12 Tuesday /12/12 Wednesday /13/12 Thursday /14/12 Friday /15/12 Saturday /16/12 Sunday /17/12 Monday /18/12 Tuesday /19/12 Wednesday /20/12 Thursday /21/12 Friday /22/12 Saturday /23/12 Sunday /24/12 Monday

12 12/25/12 Tuesday /26/12 Wednesday /27/12 Thursday /28/12 Friday /29/12 Saturday /30/12 Sunday /31/12 Monday /1/13 Tuesday /2/13 Wednesday /3/13 Thursday /4/13 Friday /5/13 Saturday /6/13 Sunday /7/13 Monday /8/13 Tuesday /9/13 Wednesday /10/13 Thursday /11/13 Friday /12/13 Saturday /13/13 Sunday /14/13 Monday /15/13 Tuesday /16/13 Wednesday /17/13 Thursday /18/13 Friday /19/13 Saturday /20/13 Sunday /21/13 Monday /22/13 Tuesday /23/13 Wednesday /24/13 Thursday /25/13 Friday

13 1/26/13 Saturday /27/13 Sunday /28/13 Monday /29/13 Tuesday /30/13 Wednesday /31/13 Thursday /1/13 Friday /2/13 Saturday /3/13 Sunday /4/13 Monday /5/13 Tuesday /6/13 Wednesday /7/13 Thursday /8/13 Friday /9/13 Saturday /10/13 Sunday /11/13 Monday /12/13 Tuesday /13/13 Wednesday /14/13 Thursday /15/13 Friday /16/13 Saturday /17/13 Sunday /18/13 Monday /19/13 Tuesday /20/13 Wednesday /21/13 Thursday /22/13 Friday /23/13 Saturday /24/13 Sunday /25/13 Monday /26/13 Tuesday

14 2/27/13 Wednesday /28/13 Thursday /1/13 Friday /2/13 Saturday /3/13 Sunday /4/13 Monday /5/13 Tuesday

15 3.2 Figure 2 Table 5 presents the results that generate Figure 2 in the paper. Table 5: Cumulative Abnormal Returns of Polluters and Protectors Cumulative Company Actual Normal Abnormal Abnormal Code Polluter Protector Province Connection Return Return Return Return Hebei Jiangsu Jiangsu Tianjin Shandong Hubei Hebei Liaoning Hebei Neimenggu Shanxi Henan Jiangsu Liaoning Henan Hebei Shanxi Beijing Shanxi Zhejiang Jiangsu Guangdong

16 Neimenggu Henan Shanghai Anhui Shandong Henan Jiangsu Liaoning Jiangsu Anhui Shandong Beijing Beijing Guangdong Fujian Anhui Shandong Hebei Jiangsu Beijing Jiangsu Hunan Zhejiang Hubei Neimenggu Shanghai Shandong Henan Shanxi Hubei Shanxi Heilongjiang

17 Shandong Shanghai Shaanxi Liaoning Jiangsu Neimenggu Chongqing Anhui Fujian Liaoning Henan Shanxi Anhui Shanghai Zhejiang Shandong Shanxi Shanxi Henan Zhejiang Anhui Shanghai Shanghai Shanxi Shandong Hubei Anhui Sichuan Jilin Shandong Beijing Anhui

18 Hebei Shanxi Heilongjiang Jiangsu Beijing Beijing Henan Shanxi Beijing Anhui Beijing

19 3.3 Figure 3 Tables 6, 7, and 8 present the results that generate Figure 3 in the paper. Table 6: OLS Regression Results for Polluters Lower 90% Upper 90% Event Robust Confidence Confidence Date Date Day Variable Coeff. S.E. Interval Interval N R 2 0 1/11/13 Friday CONNECTION SOE INTERCEPT /14/13 Monday CONNECTION SOE INTERCEPT /15/13 Tuesday CONNECTION SOE INTERCEPT /16/13 Wednesday CONNECTION SOE INTERCEPT /17/13 Thursday CONNECTION SOE INTERCEPT /18/13 Friday CONNECTION SOE INTERCEPT /21/13 Monday CONNECTION SOE INTERCEPT /22/13 Tuesday CONNECTION

20 SOE INTERCEPT /23/13 Wednesday CONNECTION SOE INTERCEPT /24/13 Thursday CONNECTION SOE INTERCEPT /25/13 Friday CONNECTION SOE INTERCEPT /28/13 Monday CONNECTION SOE INTERCEPT /29/13 Tuesday CONNECTION SOE INTERCEPT /30/13 Wednesday CONNECTION SOE INTERCEPT /31/13 Thursday CONNECTION SOE INTERCEPT /1/13 Friday CONNECTION SOE INTERCEPT /4/13 Monday CONNECTION SOE INTERCEPT /5/13 Tuesday CONNECTION SOE

21 INTERCEPT /6/13 Wednesday CONNECTION SOE INTERCEPT /7/13 Thursday CONNECTION SOE INTERCEPT /8/13 Friday CONNECTION SOE INTERCEPT

22 Table 7: OLS Regression Results for Protectors Lower 90% Upper 90% Event Robust Confidence Confidence Date Date Day Variable Coeff. S.E. Interval Interval N R 2 0 1/11/13 Friday CONNECTION SOE INTERCEPT /14/13 Monday CONNECTION SOE INTERCEPT /15/13 Tuesday CONNECTION SOE INTERCEPT /16/13 Wednesday CONNECTION SOE INTERCEPT /17/13 Thursday CONNECTION SOE INTERCEPT /18/13 Friday CONNECTION SOE INTERCEPT /21/13 Monday CONNECTION SOE INTERCEPT /22/13 Tuesday CONNECTION SOE INTERCEPT /23/13 Wednesday CONNECTION SOE

23 INTERCEPT /24/13 Thursday CONNECTION SOE INTERCEPT /25/13 Friday CONNECTION SOE INTERCEPT /28/13 Monday CONNECTION SOE INTERCEPT /29/13 Tuesday CONNECTION SOE INTERCEPT /30/13 Wednesday CONNECTION SOE INTERCEPT /31/13 Thursday CONNECTION SOE INTERCEPT /1/13 Friday CONNECTION SOE INTERCEPT /4/13 Monday CONNECTION SOE INTERCEPT /5/13 Tuesday CONNECTION SOE INTERCEPT /6/13 Wednesday CONNECTION SOE INTERCEPT

24 19 2/7/13 Thursday CONNECTION SOE INTERCEPT /8/13 Friday CONNECTION SOE INTERCEPT

25 Table 8: OLS Regression Results for Firms in the Communication Industry Lower 90% Upper 90% Event Robust Confidence Confidence Date Date Day Variable Coeff. S.E. Interval Interval N R 2 0 1/11/13 Friday CONNECTION SOE INTERCEPT /14/13 Monday CONNECTION SOE INTERCEPT /15/13 Tuesday CONNECTION SOE INTERCEPT /16/13 Wednesday CONNECTION SOE INTERCEPT /17/13 Thursday CONNECTION SOE INTERCEPT /18/13 Friday CONNECTION SOE INTERCEPT /21/13 Monday CONNECTION SOE INTERCEPT /22/13 Tuesday CONNECTION SOE INTERCEPT /23/13 Wednesday CONNECTION

26 SOE INTERCEPT /24/13 Thursday CONNECTION SOE INTERCEPT /25/13 Friday CONNECTION SOE INTERCEPT /28/13 Monday CONNECTION SOE INTERCEPT /29/13 Tuesday CONNECTION SOE INTERCEPT /30/13 Wednesday CONNECTION SOE INTERCEPT /31/13 Thursday CONNECTION SOE INTERCEPT /1/13 Friday CONNECTION SOE INTERCEPT /4/13 Monday CONNECTION SOE INTERCEPT /5/13 Tuesday CONNECTION SOE INTERCEPT /6/13 Wednesday CONNECTION SOE

27 INTERCEPT /7/13 Thursday CONNECTION SOE INTERCEPT /8/13 Friday CONNECTION SOE INTERCEPT

28 3.4 Figure 4 Tables 9 and 10 present the results that generate Figure 4 in the paper. Table 9: Robustness Checks for Polluters Lower 90% Upper 90% Event Robust Confidence Confidence Date Date Day Variable Coeff. S.E. Interval Interval N R 2 0 1/11/13 Friday CONNECTION SOE SHAMING SIZE INTERCEPT /14/13 Monday CONNECTION SOE SHAMING SIZE INTERCEPT /15/13 Tuesday CONNECTION SOE SHAMING SIZE INTERCEPT /16/13 Wednesday CONNECTION SOE SHAMING SIZE INTERCEPT /17/13 Thursday CONNECTION SOE SHAMING

29 SIZE INTERCEPT /18/13 Friday CONNECTION SOE SHAMING SIZE INTERCEPT /21/13 Monday CONNECTION SOE SHAMING SIZE INTERCEPT /22/13 Tuesday CONNECTION SOE SHAMING SIZE INTERCEPT /23/13 Wednesday CONNECTION SOE SHAMING SIZE INTERCEPT /24/13 Thursday CONNECTION SOE SHAMING SIZE INTERCEPT /25/13 Friday CONNECTION SOE SHAMING SIZE

30 INTERCEPT /28/13 Monday CONNECTION SOE SHAMING SIZE INTERCEPT /29/13 Tuesday CONNECTION SOE SHAMING SIZE INTERCEPT /30/13 Wednesday CONNECTION SOE SHAMING SIZE INTERCEPT /31/13 Thursday CONNECTION SOE SHAMING SIZE INTERCEPT /1/13 Friday CONNECTION SOE SHAMING SIZE INTERCEPT /4/13 Monday CONNECTION SOE SHAMING SIZE INTERCEPT

31 17 2/5/13 Tuesday CONNECTION SOE SHAMING SIZE INTERCEPT /6/13 Wednesday CONNECTION SOE SHAMING SIZE INTERCEPT /7/13 Thursday CONNECTION SOE SHAMING SIZE INTERCEPT /8/13 Friday CONNECTION SOE SHAMING SIZE INTERCEPT

32 Table 10: Robustness Checks for Protectors Lower 90% Upper 90% Event Robust Confidence Confidence Date Date Day Variable Coeff. S.E. Interval Interval N R 2 0 1/11/13 Friday CONNECTION SOE SIZE INTERCEPT /14/13 Monday CONNECTION SOE SIZE INTERCEPT /15/13 Tuesday CONNECTION SOE SIZE INTERCEPT /16/13 Wednesday CONNECTION SOE SIZE INTERCEPT /17/13 Thursday CONNECTION SOE SIZE INTERCEPT /18/13 Friday CONNECTION SOE SIZE INTERCEPT /21/13 Monday CONNECTION SOE SIZE

33 INTERCEPT /22/13 Tuesday CONNECTION SOE SIZE INTERCEPT /23/13 Wednesday CONNECTION SOE SIZE INTERCEPT /24/13 Thursday CONNECTION SOE SIZE INTERCEPT /25/13 Friday CONNECTION SOE SIZE INTERCEPT /28/13 Monday CONNECTION SOE SIZE INTERCEPT /29/13 Tuesday CONNECTION SOE SIZE INTERCEPT /30/13 Wednesday CONNECTION SOE SIZE INTERCEPT /31/13 Thursday CONNECTION SOE

34 SIZE INTERCEPT /1/13 Friday CONNECTION SOE SIZE INTERCEPT /4/13 Monday CONNECTION SOE SIZE INTERCEPT /5/13 Tuesday CONNECTION SOE SIZE INTERCEPT /6/13 Wednesday CONNECTION SOE SIZE INTERCEPT /7/13 Thursday CONNECTION SOE SIZE INTERCEPT /8/13 Friday CONNECTION SOE SIZE INTERCEPT

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