From: What’s in my fuel tank? Insights into beliefs and preferences for e-fuels and biofuels
Socio-demographics and personality | Group 1: equal preference (n = 38) | Group 2: biofuel preference (n = 30) | Group 3: e-fuel preference (n = 57) | Significance testing |
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Age | M = 31.4 years (SD = 10.7) | M = 35.8 years (SD = 13.4) | M = 36.5 years (SD = 16.0) | p = n.s. |
Gender | 50.0% female, 50.0% male | 63.3% female, 36.7% male | 29.8% female, 70.2% male | \(\chi ^{2}(2)\,=\,9.75\), p = 0.008 |
Education* | 2.6% Education Level 1, 26.3% Education Level 2, 71.1% Education Level 3 | 6.7% Education Level 1, 60.0% Education Level 2, 33.3% Education Level 3 | 3.5% Education Level 1, 29.8% Education Level 2, 66.7% Education Level 3 | \(\chi ^{2}(4)\,=\,11.89\), p = 0.018 |
Place of residence | 55.3% city center, 36.8% city outskirts / suburb, 7.9% rural area | 53.3% city center, 23.3% city outskirts / suburb, 23.3% rural area | 42.1% city center, 40.4% city outskirts / suburb, 17.5% rural area | p = n.s. |
Field Expertise | 13.2% yes, 86.8% no | 10.0% yes, 90.0% no | 22.8% yes, 77.2% no | p = n.s. |
Technical self-efficacy | M = 4.36 (SD = 1.16) | M = 3.88 (SD = 1.30) | M = 4.35 (SD = 1.19) | p = n.s. |
Personal innovativeness | M = 3.52 (SD = 1.02) | M = 3.33 (SD = 1.06) | M = 3.56 (SD = 1.29) | p = n.s. |
Awareness for environment and climate change | M = 4.77 (SD = 0.91) | M = 4.86 (SD = 0.72) | M = 4.78 (SD = 0.71) | p = n.s. |
Perceived responsibility for environmental problems | M = 4.11 (SD = 0.91) | M = 3.63 (SD = 1.03) | M = 4.01 (SD = 0.96) | p = n.s. |
Vehicle propulsion type | 64.9% gasoline, 24.3% diesel, 5.4% EV, 2.7% hybrid, 2.7% gas, 0% other | 69.0% gasoline, 24.1% diesel, 0% EV, 3.4% hybrid, 0% gas, 3.4% other | 67.9% gasoline, 25.0% diesel, 1.8% EV, 0% hybrid, 0% gas, 5.4% other | p = n.s. |
Car dependency | M = 3.24 (SD = 1.78) | M = 3.70 (SD = 1.95) | M = 3.56 (SD = 1.81) | p = n.s. |
Driving frequency (before COVID-19) | 2.6% never, 57.9% on a yearly or monthly basis, 39.5% on a weekly or daily basis | 20.0% never, 16.7% on a yearly or monthly basis, 63.3% on a weekly or daily basis | 3.5% never, 40.4% on a yearly or monthly basis, 56.1% on a weekly or daily basis | \(\chi ^{2}(4)\,=\,18.16\), p = 0.001 |
Annual mileage | 7.9% prefer not to say / don’t know, 65.8% up to 10,000 km, 18.4% > 10,000–20,000 km, 7.9% > 20,000 km | 23.3% prefer not to say / don’t know, 43.3% up to 10,000 km, 20.0% > 10,000–20,000 km, 13.3% > 20,000 km | 5.3% prefer not to say / don’t know, 43.9% up to 10,000 km, 31.6% > 10,000–20,000 km, 19.3% > 20,000 km | \(\chi ^{2}(6)\,=\,13.12\), p = 0.041 |
Self-assessed knowledge about alternative fuels | M = 2.63 (SD = 1.36) | M = 2.62 (SD = 1.10) | M = 3.23 (SD = 1.18) | F(2,122) = 3.79, p = 0.025, \(\eta _{p}^{2}\,=\,0.06\), Post hoc test (Tukey): difference between groups 2 and 3 almost reaches significance level: (p = 0.055) |
Interest in alternative fuels | M = 4.29 (SD = 1.18) | M = 4.30 (SD = 1.02) | M = 4.75 (SD = 1.02) | p = n.s. |