Variable table
| Variable | What the variable represents | Type of variable | How it is measured |
|---|---|---|---|
| BEE | BEE compliance by SA REIT. The BEE scorecard of each classification of REITs between 2013 and 2022 Level 1: 100 points and above—135% Compliance _ Level 2: 85 to 99.99 points—125% Compliance _ Level 3: 75 to 84.99 points—110% Compliance _ Level 4: 65 to 74.99 points—100% Compliance _ Level 5: 55 to 64.99–80% Compliance _ Level 6: 45 to 54.99–60% Compliance _ Level 7: 40 to 44.99–50% Compliance _ Level 8: below 40–0% Compliance | Independent | The BEE certificates are obtained from individual SA REITs from 2013 until 2022. The certificates show the compliance of each firm on all BEE principles by obtaining a score |
| Liquidity (LIQ) | SA REIT Liquidity measure | Dependent | The illiquidity measure is defined as the total yearly firm-level revenue divided by the yearly trading volume and has been found to correlate highly with microstructure liquidity measures |
| Constant or intercept | |||
| Yit | Is a factor of macro-economic CPI, GDP, interest rate, employment levels | Covariates | These are directly obtained from Datastream and Quantec |
| Xit | Total Assets, Big 5 firms, cross-listing | Total Assets – directly obtained from Bloomberg and logged; Big 5; 1 is allotted for representation and 0 otherwise; Cross-listing; 1 is allotted for representation and 0 otherwise. 1 is allotted for property type, whether diversified 1 = yes and 0 = no, industrial 1 = yes and 0 = no and retail, 1 = yes and 0 = no. | |
| Zit | Property types, COVID-19 dummy |
| Variable | What the variable represents | Type of variable | How it is measured |
|---|---|---|---|
| BEE | BEE compliance by SA REIT. The BEE scorecard of each classification of REITs between 2013 and 2022 | Independent | The BEE certificates are obtained from individual SA REITs from 2013 until 2022. The certificates show the compliance of each firm on all BEE principles by obtaining a score |
| Liquidity (LIQ) | SA REIT Liquidity measure | Dependent | The illiquidity measure is defined as the total yearly firm-level revenue divided by the yearly trading volume and has been found to correlate highly with microstructure liquidity measures |
| Constant or intercept | |||
| Yit | Is a factor of macro-economic CPI, GDP, interest rate, employment levels | Covariates | These are directly obtained from Datastream and Quantec |
| Xit | Total Assets, Big 5 firms, cross-listing | Total Assets – directly obtained from Bloomberg and logged; Big 5; 1 is allotted for representation and 0 otherwise; Cross-listing; 1 is allotted for representation and 0 otherwise. 1 is allotted for property type, whether diversified 1 = yes and 0 = no, industrial 1 = yes and 0 = no and retail, 1 = yes and 0 = no. | |
| Zit | Property types, COVID-19 dummy |
Source(s): Authors’ own work
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