Mediation analysis results (direct, indirect, and Total effects)
| Hypothesis | Exogenous variable | Mediator | Endogenous variable | Direct effect (β) | Indirect effect (β) | Total effect (β) | Mediation type |
|---|---|---|---|---|---|---|---|
| H6 | FinTech Knowledge (FKN)→ | Attitude Toward FinTech Entrepreneurship (ATF)→ | FinTech Entrepreneurial Intention (FEI) | 0.32*** | 0.16*** | 0.48*** | Partial Mediation |
| H7 | Crowdfunding (CFD)→ | ATF→ | FEI | – | 0.14*** | 0.14*** | Full Mediation |
| H8 | Mobile Payment (MPT)→ | ATF→ | FEI | 0.29*** | 0.11*** | 0.40*** | Partial Mediation |
| H9 | Blockchain (BCN)→ | ATF→ | FEI | 0.33*** | 0.13*** | 0.46*** | Partial Mediation |
| Hypothesis | Exogenous variable | Mediator | Endogenous variable | Direct effect (β) | Indirect effect (β) | Total effect (β) | Mediation type |
|---|---|---|---|---|---|---|---|
| FinTech Knowledge (FKN)→ | Attitude Toward FinTech Entrepreneurship (ATF)→ | FinTech Entrepreneurial Intention (FEI) | 0.32*** | 0.16*** | 0.48*** | Partial Mediation | |
| Crowdfunding (CFD)→ | ATF→ | FEI | – | 0.14*** | 0.14*** | Full Mediation | |
| Mobile Payment (MPT)→ | ATF→ | FEI | 0.29*** | 0.11*** | 0.40*** | Partial Mediation | |
| Blockchain (BCN)→ | ATF→ | FEI | 0.33*** | 0.13*** | 0.46*** | Partial Mediation |
Note(s): • Indirect effects were calculated as the product of the path coefficients (e.g. Exogenous → ATF × ATF → FEI); • Significance was assessed using bootstrapping with 5,000 resamples and a 95% confidence interval (two-tailed); • ***p < 0.001; • CI ≠ 0 indicates that the confidence interval does not include zero, confirming significant mediation (Hair et al., 2021)
Sharing content requires targeting cookies to be enabled. Please update your cookie preferences to use this feature.