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. 2021 Jan 19;42:101937. doi: 10.1016/j.frl.2021.101937

Table 3.

Liquidity Network Change Analysis.

Industry Groups %change In+out Rank %change out Rank %change In Rank
Utilities 97.3 1 45.3 21 171.2 1
Real Estate 86.6 2 45.3 22 145.5 2
Commercial & Professional Serv 86.3 3 84.8 6 88.7 8
Materials 82.7 4 53.5 18 122.9 4
Insurance 80.2 5 82.9 8 77.1 9
Retailing 79.9 6 63.7 12 95.8 6
Health Care Equipment & Servic 78.1 7 46.2 20 117.7 5
Automobiles & Components 78.0 8 100.3 3 55.0 12
Consumer Durables & Apparel 76.6 9 26.8 24 145.4 3
Capital Goods 67.6 10 46.7 19 91.2 7
Diversified Financials 64.7 11 66.8 11 62.8 11
Software & Services 62.0 12 106.6 1 24.7 18
Consumer Services 61.7 13 94.1 4 31.8 17
Technology Hardware & Equipmen 57.9 14 67.9 9 50.0 14
Food, Beverage & Tobacco 56.0 15 67.6 10 44.3 15
Transportation 54.9 16 55.2 16 54.6 13
Energy 53.3 17 36.5 23 72.5 10
Semiconductors & Semiconductor 52.1 18 104.5 2 9.9 21
Media & Entertainment 45.2 19 54.8 17 39.2 16
Pharmaceuticals, Biotechnology 34.8 20 63.2 13 13.9 19
Household & Personal Products 32.9 21 62.7 14 10.3 20
Banks 26.4 22 88.9 5 −10.7 22
Food & Staples Retailing 26.0 23 83.8 7 −16.4 23
Telecommunication Services 3.9 24 57.3 15 −16.9 24

Notes: Industry-wise percentage change between pre-COVID period to COVID impact period of all the liquidity network metrics resulted from the linear Granger-causality relationships (at the 5% level of significance). The sample consists of all the firms included in S&P500 during pre-COVID period of 08/01/2012 to 29/12/2019 and the COVID-19 impact period from 08/03/2020 to 20/06/2020.

%ChangeOut reports industry-wise percentage change between Out pre-COVID period to COVID-19 period.

%ChangeIn presents industry-wise percentage change between In pre-COVID period to COVID-19 period, and%Change In+Out shows the industry-wise percentage change between averaged Out+In pre-COVID period to COVID-19 period. The difference is calculated from COVID-19 minus Pre-COVID. The ranks are assigned in descending order. The table is sorted by rank of%Change In+Out.