Directional spillover indexes (%) between RavenPack COVID sentiment and conventional and Islamic stock markets, index and cryptocurrencies returns
| Bahrain | Kuwait | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| From | From | ||||||||||||
| To | Sentba | ret_bac | ret_bai | ret_btc | ret_x8x-token | From others | To | Sentkw | ret_kwc | ret_kwi | ret_btc | ret_x8x_token | From others |
| sentba | 99 | 0.4 | 0.1 | 0.2 | 0.2 | 1 | sentkw | 95.8 | 0.5 | 1.8 | 1.4 | 0.5 | 4.2 |
| ret_bac | 1.1 | 95.8 | 1.7 | 1.1 | 0.3 | 4.2 | ret_kwc | 0.5 | 90 | 7.9 | 1.4 | 0.3 | 10 |
| ret_bai | 0.5 | 11 | 87.4 | 0.9 | 0.3 | 12.6 | ret_kwi | 0.4 | 52.6 | 45 | 1.7 | 0.3 | 55 |
| ret_btc | 0.2 | 4.7 | 0.9 | 93.6 | 0.6 | 6.4 | ret_btc | 1.1 | 2.2 | 0.5 | 95.6 | 0.6 | 4.4 |
| ret_x8x-token | 1.8 | 0.7 | 0.7 | 1 | 95.8 | 4.2 | ret_x8x_token | 1.1 | 0.2 | 0.2 | 1 | 97.4 | 2.6 |
| Contribution to Others | 3.6 | 16.8 | 3.4 | 3.3 | 1.4 | 28.4 | Contribution to Others | 3.1 | 55.5 | 10.4 | 5.5 | 1.8 | 76.2 |
| Net contribution (To - From) | 2.6 | 12.6 | −9.2 | −3.1 | −2.8 | Total Connectedness 5.7% | Net contribution (To - From) | −1.1 | 45.5 | −44.6 | 1.1 | −0.8 | Total Connectedness 15.2% |
| Conclusion | Net transmitter | Net transmitter | Net recipient | Net recipient | Net recipient | Conclusion | Net recipient | Net transmitter | Net recipient | Net transmitter | Net recipient | ||
| Bahrain | Kuwait | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| From | From | ||||||||||||
| To | Sentba | ret_bac | ret_bai | ret_btc | ret_x8x-token | From others | To | Sentkw | ret_kwc | ret_kwi | ret_btc | ret_x8x_token | From others |
| sentba | 99 | 0.4 | 0.1 | 0.2 | 0.2 | 1 | sentkw | 95.8 | 0.5 | 1.8 | 1.4 | 0.5 | 4.2 |
| ret_bac | 1.1 | 95.8 | 1.7 | 1.1 | 0.3 | 4.2 | ret_kwc | 0.5 | 90 | 7.9 | 1.4 | 0.3 | 10 |
| ret_bai | 0.5 | 11 | 87.4 | 0.9 | 0.3 | 12.6 | ret_kwi | 0.4 | 52.6 | 45 | 1.7 | 0.3 | 55 |
| ret_btc | 0.2 | 4.7 | 0.9 | 93.6 | 0.6 | 6.4 | ret_btc | 1.1 | 2.2 | 0.5 | 95.6 | 0.6 | 4.4 |
| ret_x8x-token | 1.8 | 0.7 | 0.7 | 1 | 95.8 | 4.2 | ret_x8x_token | 1.1 | 0.2 | 0.2 | 1 | 97.4 | 2.6 |
| Contribution to Others | 3.6 | 16.8 | 3.4 | 3.3 | 1.4 | 28.4 | Contribution to Others | 3.1 | 55.5 | 10.4 | 5.5 | 1.8 | 76.2 |
| Net contribution (To - From) | 2.6 | 12.6 | −9.2 | −3.1 | −2.8 | Total Connectedness 5.7% | Net contribution (To - From) | −1.1 | 45.5 | −44.6 | 1.1 | −0.8 | Total Connectedness 15.2% |
| Conclusion | Net transmitter | Net transmitter | Net recipient | Net recipient | Net recipient | Conclusion | Net recipient | Net transmitter | Net recipient | Net transmitter | Net recipient | ||
| Oman | Qatar | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| From | From | ||||||||||||
| To | Sentom | ret_omc | ret_omi | ret_btc | ret_x8x_token | From others | To | Sentqa | ret_qac | ret_qai | ret_btc | ret_x8x_token | From others |
| sentom | 98.8 | 0.1 | 0.1 | 0.7 | 0.3 | 1.2 | Sentqa | 96.8 | 1.1 | 1.7 | 0.2 | 0.2 | 3.2 |
| ret_omc | 0.8 | 97.2 | 0.9 | 1 | 0.2 | 2.8 | ret_qac | 0.2 | 97.3 | 0.9 | 1 | 0.5 | 2.7 |
| ret_omi | 2.4 | 20.6 | 76.2 | 0.6 | 0.2 | 23.8 | ret_qai | 0.3 | 35.9 | 63.2 | 0.4 | 0.3 | 36.8 |
| ret_btc | 0.3 | 2.3 | 1.6 | 95.1 | 0.7 | 4.9 | ret_btc | 0.5 | 1.8 | 1.9 | 95.1 | 0.8 | 4.9 |
| ret_x8x_token | 0.7 | 0.3 | 0.6 | 0.9 | 97.5 | 2.5 | ret_x8x_token | 0.4 | 0.7 | 0.2 | 1.1 | 97.5 | 2.5 |
| Contribution to Others | 4.2 | 23.4 | 3.2 | 3.1 | 1.4 | 35.3 | Contribution to Others | 1.4 | 39.5 | 4.7 | 2.7 | 1.8 | 50.1 |
| Net contribution (To - From) | 3 | 20.6 | −20.6 | −1.8 | −1.1 | Total Connectedness 7.1% | Net contribution (To - From) | −1.8 | 36.8 | −32.1 | −2.2 | −0.7 | Total Connectedness 10% |
| Conclusion | Net transmitter | Net transmitter | Net recipient | Net recipient | Net recipient | Conclusion | Net recipient | Net transmitter | Net recipient | Net recipient | Net recipient | ||
| Oman | Qatar | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| From | From | ||||||||||||
| To | Sentom | ret_omc | ret_omi | ret_btc | ret_x8x_token | From others | To | Sentqa | ret_qac | ret_qai | ret_btc | ret_x8x_token | From others |
| sentom | 98.8 | 0.1 | 0.1 | 0.7 | 0.3 | 1.2 | Sentqa | 96.8 | 1.1 | 1.7 | 0.2 | 0.2 | 3.2 |
| ret_omc | 0.8 | 97.2 | 0.9 | 1 | 0.2 | 2.8 | ret_qac | 0.2 | 97.3 | 0.9 | 1 | 0.5 | 2.7 |
| ret_omi | 2.4 | 20.6 | 76.2 | 0.6 | 0.2 | 23.8 | ret_qai | 0.3 | 35.9 | 63.2 | 0.4 | 0.3 | 36.8 |
| ret_btc | 0.3 | 2.3 | 1.6 | 95.1 | 0.7 | 4.9 | ret_btc | 0.5 | 1.8 | 1.9 | 95.1 | 0.8 | 4.9 |
| ret_x8x_token | 0.7 | 0.3 | 0.6 | 0.9 | 97.5 | 2.5 | ret_x8x_token | 0.4 | 0.7 | 0.2 | 1.1 | 97.5 | 2.5 |
| Contribution to Others | 4.2 | 23.4 | 3.2 | 3.1 | 1.4 | 35.3 | Contribution to Others | 1.4 | 39.5 | 4.7 | 2.7 | 1.8 | 50.1 |
| Net contribution (To - From) | 3 | 20.6 | −20.6 | −1.8 | −1.1 | Total Connectedness 7.1% | Net contribution (To - From) | −1.8 | 36.8 | −32.1 | −2.2 | −0.7 | Total Connectedness 10% |
| Conclusion | Net transmitter | Net transmitter | Net recipient | Net recipient | Net recipient | Conclusion | Net recipient | Net transmitter | Net recipient | Net recipient | Net recipient | ||
| SaudiArabia | United Arab Emirates | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| From | From | ||||||||||||
| To | Sentsa | ret_sac | ret_sai | ret_btc | ret_x8x_token | From others | To | Sentuae | ret_uaec | ret_uaei | ret_btc | ret_x8x_token | From others |
| Sentsa | 94.9 | 3.8 | 0.1 | 1 | 0.3 | 5.1 | sentuae | 97.7 | 0.7 | 0.9 | 0.5 | 0.3 | 2.3 |
| ret_sac | 0.3 | 84.7 | 13.7 | 1.1 | 0.2 | 15.3 | ret_uaec | 1.4 | 95 | 1.3 | 2.1 | 0.2 | 5 |
| ret_sai | 0.6 | 53.3 | 45.2 | 0.6 | 0.3 | 54.8 | ret_uaei | 1.2 | 31.6 | 66.3 | 0.8 | 0.1 | 33.7 |
| ret_btc | 0.9 | 1.8 | 2.1 | 94.6 | 0.7 | 5.4 | ret_btc | 0.3 | 2.1 | 0.9 | 96 | 0.7 | 4 |
| ret_x8x_token | 0.5 | 0.1 | 0.2 | 1 | 98.2 | 1.8 | ret_x8x_token | 0.3 | 0.2 | 0.1 | 1.1 | 98.4 | 1.7 |
| Contribution to Others | 2.2 | 58.9 | 16.1 | 3.8 | 1.4 | 82.4 | Contribution to Others | 3.1 | 34.6 | 3.2 | 4.4 | 1.4 | 46.8 |
| Net contribution (To - From) | −2.9 | 43.6 | −38.7 | −1.6 | −0.4 | Total Connectedness 16.5% | Net contribution (To - From) | 0.8 | 29.6 | −30.5 | 0.4 | −0.3 | Total Connectedness 9.4% |
| Conclusion | Net recipient | Net transmitter | Net recipient | Net recipient | Net recipient | Conclusion | Net transmitter | Net transmitter | Net recipient | Net transmitter | Net recipient | ||
| SaudiArabia | United Arab Emirates | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| From | From | ||||||||||||
| To | Sentsa | ret_sac | ret_sai | ret_btc | ret_x8x_token | From others | To | Sentuae | ret_uaec | ret_uaei | ret_btc | ret_x8x_token | From others |
| Sentsa | 94.9 | 3.8 | 0.1 | 1 | 0.3 | 5.1 | sentuae | 97.7 | 0.7 | 0.9 | 0.5 | 0.3 | 2.3 |
| ret_sac | 0.3 | 84.7 | 13.7 | 1.1 | 0.2 | 15.3 | ret_uaec | 1.4 | 95 | 1.3 | 2.1 | 0.2 | 5 |
| ret_sai | 0.6 | 53.3 | 45.2 | 0.6 | 0.3 | 54.8 | ret_uaei | 1.2 | 31.6 | 66.3 | 0.8 | 0.1 | 33.7 |
| ret_btc | 0.9 | 1.8 | 2.1 | 94.6 | 0.7 | 5.4 | ret_btc | 0.3 | 2.1 | 0.9 | 96 | 0.7 | 4 |
| ret_x8x_token | 0.5 | 0.1 | 0.2 | 1 | 98.2 | 1.8 | ret_x8x_token | 0.3 | 0.2 | 0.1 | 1.1 | 98.4 | 1.7 |
| Contribution to Others | 2.2 | 58.9 | 16.1 | 3.8 | 1.4 | 82.4 | Contribution to Others | 3.1 | 34.6 | 3.2 | 4.4 | 1.4 | 46.8 |
| Net contribution (To - From) | −2.9 | 43.6 | −38.7 | −1.6 | −0.4 | Total Connectedness 16.5% | Net contribution (To - From) | 0.8 | 29.6 | −30.5 | 0.4 | −0.3 | Total Connectedness 9.4% |
| Conclusion | Net recipient | Net transmitter | Net recipient | Net recipient | Net recipient | Conclusion | Net transmitter | Net transmitter | Net recipient | Net transmitter | Net recipient | ||
Source(s): Authors' calculations
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