Table 2.
Granger causality tests and cross-correlation signs of ERKs series and Consumer Climate (and its four components).
| ERK series | Climate | Personal | Economic | Current | Future | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Coef | Sign | Coef | Sign | Coef | Sign | Coef | Sign | Coef | Sign | |
| Covid | 0.16 | − | 2.24 | − | 5.83*** | − | 0.36 | − | 0.26 | − |
| Lockdown | 0.09 | − | 2.23 | − | 0.22 | − | 0.38 | − | 0.05 | − |
| Unemployment | 2.54 | − | 5.86** | − | 1.41 | − | 1.02 | − | 3.05* | − |
| Quantitative easing | 2.65 | + | 3.70* | + | 1.36 | + | 1.12 | + | 2.58 | + |
| Economic crisis | 0.50 | − | 3.87* | − | 0.24 | − | 0.38 | − | 0.85 | − |
| Interest rate | 4.06** | − | 6.54** | + | 1.63 | + | 3.61* | + | 2.73* | + |
| Monetary politics | 3.48* | − | 6.04** | + | 1.92 | + | 2.99* | + | 3.23* | + |
| European community | 0.82 | − | 3.07* | − | 0.82 | − | 0.86 | + | 1.36 | − |
| Financial markets | 0.95 | + | 2.51 | + | 0.97 | + | 1.72 | + | 1.18 | + |
| EU | 1.68 | − | 10.33*** | − | 0.40 | – | 6.72** | −− | 0.91 | – |
| Unions | 0.08 | − | 1.93 | + | 0.81 | − | 0.57 | − | 0.12 | − |
| Strikes | 0.24 | − | 1.98 | + | 0.25 | + | 0.54 | + | 0.06 | + |
| Deficit | 0.73 | + | 5.16*** | + | 0.57 | + | 1.75 | + | 0.44 | + |
| Taxation | 0.23 | + | 2.02 | + | 1.21 | + | 0.48 | + | 0.49 | + |
| Btp-bot | 4.10** | + | 7.41*** | + | 2.55 | + | 6.08*** | + | 3.15* | + |
| Prices | 2.01 | − | 4.51** | + | 1.52 | − | 3.39* | + | 1.04 | + |
| Italian stock exchange | 3.80* | + | 6.28** | + | 1.82 | + | 6.19** | + | 2.46 | + |
| Bank of Italy | 2.08 | + | 4.41** | + | 0.72 | + | 0.88 | + | 1.78 | + |
| Smartworking | 0.55 | − | 2.29 | − | 0.84 | − | 0.84 | − | 0.21 | − |
| Junkbond | 2.05 | + | 6.04** | + | 1.41 | + | 1.07 | + | 2.66 | + |
| House | 2.66* | − | 1.94 | + | 2.86* | − | 0.71 | + | 2.64* | − |
| Purchase | 3.88* | − | 6.26** | + | 1.45 | − | 3.57* | + | 3.90** | − |
| Rent | 0.42 | − | 2.00 | − | 0.60 | − | 0.40 | − | 0.74 | − |
| Car | 1.92 | + | 1.94 | + | 3.22* | + | 1.21 | + | 1.24 | + |
| Incomes | 0.93 | + | 2.00 | + | 1.77 | + | 1.94 | + | 0.81 | + |
| Employee loans | 1.78 | + | 7.35*** | + | 1.02 | − | 1.37 | + | 2.25 | + |
| Loan | 2.00 | − | 6.74** | − | 1.51 | − | 4.57** | − | 1.97 | − |
| Family | 2.90* | − | 5.32** | + | 2.78* | − | 5.84** | + | 2.67 | + |
| Trust | 5.35** | + | 2.08 | − | 3.98** | + | 0.39 | + | 2.15 | + |
| Discomfort | 3.29* | + | 6.88*** | + | 1.32 | + | 3.88* | + | 2.76* | + |
| Job | 0.16 | + | 2.12 | + | 0.23 | + | 0.77 | + | 0.12 | + |
| PC | 1.68 | − | 2.09 | − | 0.42 | − | 1.76 | − | 0.13 | − |
| Politics | 1.55 | + | 6.90*** | − | 0.53 | + | 5.21** | + | 1.28 | + |
| Public sector | 3.18* | + | 7.97*** | + | 3.55* | + | 3.37* | + | 4.32** | + |
| Economy | 0.58 | − | 2.94* | − | 0.33 | − | 0.58 | − | 0.80 | − |
| Education degree | 6.64** | − | 5.65** | − | 3.64* | − | 1.30 | − | 7.45*** | − |
| Consumers | 0.81 | + | 3.72* | + | 0.88 | + | 2.10 | + | 1.27 | + |
| Needs | 1.13 | + | 3.31* | + | 2.54 | + | 1.34 | + | 1.85 | + |
| Global | 2.78* | + | 6.54** | − | 2.01 | + | 3.09* | + | 3.96** | + |
| Institutions | 0.35 | − | 2.01 | − | 1.61 | + | 0.47 | − | 1.28 | + |
| Retirement pension | 0.08 | + | 2.31 | + | 0.22 | + | 0.46 | + | 0.08 | + |
| Saving | 1.08 | + | 6.47** | + | 0.47 | + | 3.62* | + | 0.94 | + |
| Vacation | 0.10 | + | 2.00 | + | 0.23 | − | 0.70 | − | 0.06 | + |
| Competition | 3.34* | + | 8.58*** | + | 1.88 | + | 4.51** | + | 5.02** | + |
| Spread | 3.81* | + | 2.41 | + | 3.54* | + | 1.17 | + | 4.46** | + |
| Rating | 2.69 | + | 2.84* | + | 3.78** | + | 1.45 | + | 2.75* | + |
| Euro-group | 1.18 | − | 5.07** | + | 1.10 | − | 0.93 | + | 1.75 | − |
| Coronabond | 2.62 | − | 6.75** | + | 1.91 | − | 1.16 | + | 3.68* | − |
| Eurobond | 2.49 | − | 6.29** | + | 1.96 | − | 1.15 | + | 3.42* | − |
| Sure | 1.53 | − | 3.44* | + | 2.40 | − | 0.35 | + | 3.97** | − |
| European investment bank | 2.64 | + | 7.58*** | + | 1.15 | + | 1.34 | + | 3.10* | + |
| Oil | 0.99 | + | 2.24 | + | 0.93 | + | 0.88 | + | 0.51 | + |
| Gold | 3.90** | + | 2.10 | + | 4.85*** | + | 0.98 | + | 4.30** | + |
| Troika | 4.25** | − | 5.79** | + | 4.33** | − | 1.57 | + | 6.42** | − |
| Euro | 0.08 | + | 2.09 | + | 0.74 | + | 0.44 | + | 0.08 | + |
| Italian public retirement system | 1.80 | − | 9.63*** | − | 0.84 | − | 3.38* | − | 2.41 | − |
| GDP | 0.47 | − | 2.55 | + | 0.45 | − | 0.51 | + | 0.37 | + |
| Confindustria (National Industrial Association) | 1.66 | − | 2.21 | − | 0.96 | − | 0.40 | − | 1.31 | − |
| Sentiment | 1.39 | + | 3.00* | + | 0.22 | + | 1.09 | + | 0.59 | + |
∗ p < .10.
∗ ∗ p < .05.
∗ ∗ ∗ p < .01.