Structural model (path analysis)
| Direct effects | β | f2 | t | p | CI [2.5–97.5%] | |
|---|---|---|---|---|---|---|
| ABS loyalty → Usage frequency*** | 0.177 | 0.029 | 3.406 | 0.001 | 0.071 | 0.277 |
| Usage frequency → Purchase intention* | 0.107 | 0.013 | 2.138 | 0.033 | 0.008 | 0.203 |
| ABS loyalty → Purchase intention*** | 0.206 | 0.050 | 4.282 | <0.001 | 0.112 | 0.300 |
| ABS compatibility → Usage frequency*** | 0.380 | 0.132 | 7.697 | <0.001 | 0.281 | 0.475 |
| ABS compatibility × ABS loyalty → Purchase intention** | 0.140 | 0.027 | 3.175 | 0.002 | 0.050 | 0.224 |
| Attitude to. ownership → Purchase intention*** | 0.453 | 0.287 | 12.444 | <0.001 | 0.377 | 0.519 |
| Attitude to. ownership × Usage frequency → Purchase intention* | 0.083 | 0.010 | 2.083 | 0.037 | 0.003 | 0.159 |
| Control variables | ||||||
| Satisfaction → ABS loyalty*** | 0.636 | 0.681 | 21.278 | <0.001 | 0.573 | 0.690 |
| Age → Purchase intention | −0.032 | 0.001 | 0.774 | 0.439 | −0.113 | 0.048 |
| Gender → Purchase intention*** | −0.151 | 0.031 | 3.544 | <0.001 | −0.234 | −0.068 |
| Income → Purchase intention | 0.001 | 0.000 | 0.019 | 0.985 | −0.088 | 0.094 |
| Direct effects | β | f2 | CI [2.5–97.5%] | |||
|---|---|---|---|---|---|---|
| ABS loyalty → Usage frequency*** | 0.177 | 0.029 | 3.406 | 0.001 | 0.071 | 0.277 |
| Usage frequency → Purchase intention* | 0.107 | 0.013 | 2.138 | 0.033 | 0.008 | 0.203 |
| ABS loyalty → Purchase intention*** | 0.206 | 0.050 | 4.282 | <0.001 | 0.112 | 0.300 |
| ABS compatibility → Usage frequency*** | 0.380 | 0.132 | 7.697 | <0.001 | 0.281 | 0.475 |
| ABS compatibility × ABS loyalty → Purchase intention** | 0.140 | 0.027 | 3.175 | 0.002 | 0.050 | 0.224 |
| Attitude to. ownership → Purchase intention*** | 0.453 | 0.287 | 12.444 | <0.001 | 0.377 | 0.519 |
| Attitude to. ownership × Usage frequency → Purchase intention* | 0.083 | 0.010 | 2.083 | 0.037 | 0.003 | 0.159 |
| Satisfaction → ABS loyalty*** | 0.636 | 0.681 | 21.278 | <0.001 | 0.573 | 0.690 |
| Age → Purchase intention | −0.032 | 0.001 | 0.774 | 0.439 | −0.113 | 0.048 |
| Gender → Purchase intention*** | −0.151 | 0.031 | 3.544 | <0.001 | −0.234 | −0.068 |
| Income → Purchase intention | 0.001 | 0.000 | 0.019 | 0.985 | −0.088 | 0.094 |
Note(s): β = standardized path coefficient estimates. f2 = effect sizes; considered small above 0.02, medium above 0.15, and large above 0.35. CI = 95% confidence intervals (bias-corrected) of path coefficients (estimated using the bootstrapping procedure). ***p < 0.001; **p < 0.01; *p < 0.05 (two-tailed)
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