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. 2020 Nov 12;38:101838. doi: 10.1016/j.frl.2020.101838

Table 9.

Cumulative abnormal return in different industries during event windows

Obs. CAR T-value Weight
Pharmaceutical Industry 197 0.12 16.372*** 23.12%
Manufacture of computers, communication and other electronic equipment 293 0.033 4.879*** 9.46%
Software and information technology services 177 0.044 5.159*** 7.62%
Real estate 108 -0.052 -10.837*** 5.49%
Manufacture of special purpose machinery 177 0.025 2.849*** 4.33%
Manufacture of chemical raw materials and chemical products 203 0.015 2.098** 2.98%
Internet and related services 49 0.051 2.747*** 2.44%
Business Service Industry 43 -0.057 -6.695*** 2.40%
Manufacture of alcohol, beverages, and refined tea 34 -0.064 -7.331*** 2.13%
Production and distribution of electric power and heat power 66 -0.028 -5.059*** 1.81%
Water transport 26 -0.062 -5.282*** 1.58%
Civil engineering 57 -0.026 -3.791*** 1.45%
Manufacture of non-metallic mineral products 77 -0.019 -2.303** 1.43%
Capital markets services 41 -0.035 -6.657*** 1.40%
Manufacture of general-purpose machinery 109 -0.013 -1.384 1.39%
Ecological protection and environmental management 35 0.04 2.601** 1.37%
Decoration 23 -0.058 -3.716*** 1.30%
Road transport 33 -0.04 -4.196*** 1.29%
Manufacture of chemical fibers 20 0.06 2.026* 1.17%
Manufacture of textiles 30 0.038 1.978* 1.12%
Retail trade 76 -0.015 -1.368 1.12%
Management of public facilities 15 -0.075 -5.492*** 1.10%
Mining and washing of coal 24 -0.046 -8.944*** 1.08%
Manufacture of furniture 19 -0.054 -3.202*** 1.00%
Wholesale trade 70 0.014 1.173 0.96%
Smelting and processing of non-ferrous metals 61 -0.016 -1.365 0.95%
Processing of food from agric. products 44 0.022 2.063** 0.95%
Manufacture of railway, ships, aerospace and other transportation equipment 41 -0.022 -1.51 0.88%
Manufacture of metal products 53 -0.015 -1.45 0.78%
Other financial activities 15 -0.051 -3.361*** 0.75%
Air transport 11 -0.066 -4.659*** 0.71%
Production and distribution of gas 18 -0.04 -3.428*** 0.70%
Manufacture of articles for culture, education, art, sports, and entertainment 12 0.058 1.562 0.68%
Manufacture of automobiles 114 -0.006 -0.575 0.67%
Postal services 4 0.169 3.856** 0.66%
Ancillary mining activities 14 -0.044 -2.033* 0.60%
Manufacture of foods 38 0.015 1.217 0.56%
Smelting and processing of ferrous metals 28 -0.02 -1.54 0.55%
News and publishing 22 0.025 1.431 0.54%
Manufacture of leather, fur, feather and related products; footwear industry 11 -0.048 -1.796 0.52%
Other manufacturing 13 -0.038 -2.009* 0.48%
Manufacture of textiles, clothing; apparel industry 32 -0.015 -0.716 0.47%
Processing of timber, manufacture of wood, bamboo, rattan, palm, and straw products 7 -0.068 -3.292** 0.47%
Comprehensive use of waste resources 3 0.157 5.038** 0.46%
Farming 14 0.033 1.924* 0.45%
Monetary and financial services 25 -0.018 -4.92*** 0.44%
Research and experimental development 4 0.112 4.076** 0.44%
Accommodation 6 -0.074 -5.503*** 0.43%
Production and distribution of tap water 14 0.03 1.311 0.41%
Complex 15 0.028 1.012 0.41%
Printing and recorded media 11 0.034 0.999 0.37%
Healthcare 12 0.029 1.112 0.34%
Manufacture of rubber and plastics 65 -0.005 -0.507 0.32%
Extraction of petroleum and natural gas 6 -0.054 -3.542** 0.32%
Professional technical service industry 42 -0.007 -0.591 0.29%
Education 8 0.035 0.888 0.27%
Insurance 6 -0.04 -3.017** 0.23%
Storage 7 -0.034 -1.042 0.23%
Railway transport 4 -0.057 -4.621** 0.22%
Telecommunications, radio, television, and satellite transmission services 14 -0.016 -1.395 0.22%
Manufacture of measuring instruments 42 -0.005 -0.413 0.21%
Manufacture of electrical machinery and equipment 203 -0.001 -0.175 0.20%
Animal husbandry 12 0.015 0.717 0.18%
Catering 2 -0.086 -7.094* 0.17%
Leasing 3 -0.057 -6.141** 0.17%
Mining and processing of non-ferrous metal ores 21 -0.007 -0.389 0.14%
Construction of buildings 2 -0.064 -9.806* 0.13%
Mining and processing of ferrous metal ores 5 -0.022 -0.617 0.11%
Loading/unloading, removal, and other transport services 2 -0.053 -2.574 0.10%
Radio, film, television, and (other) audio-visual media 19 -0.005 -0.147 0.09%
Processing of petroleum, coking, processing of nuclear fuel 14 0.006 0.141 0.08%
Manufacture of paper and paper prod. 24 0.003 0.132 0.07%
Culture and arts 8 -0.003 -0.049 0.02%
Forestry 2 -0.008 -0.544 0.02%
Fisheries 7 0.002 0.177 0.01%

Notes: This table provides the event-study result in different industries during event windows. The event dates and windows are defined as in Fig. 1. CAR denotes mean cumulative abnormal returns. Obs. denotes the number of stocks in the industry. Weight measures the extent of the impact on the average CAR of the overall market and is calculated as below.

Weight=Thenumberofstocksinindustryi×AverageCARofindustryin=75iThenumberofstocksinindustryi×AverageCARofindustryi

***, **, * indicate significance at the 1%, 5%, and 10% levels, respectively.