Structural equation modeling
| Linkages | Hypotheses | R2(Coefficient of determination)/Path coefficients | p-values | Remarks |
|---|---|---|---|---|
| Effects on SEN | R2 = 0.37 | |||
| By ACF | H1a | 0.21 | p < 0.001(***) | Supported |
| Effects on SEI | R2 = 0.32 | |||
| By ACF | H1b | 0.26 | p < 0.01(**) | Supported |
| Effects on TRA | R2 = 0.39 | |||
| By ACF | 0.17 | p < 0.05(*) | Supported | |
| Effects on SFB | R2 = 0.71 | |||
| By SEN | H2a | 0.35 | p < 0.001(***) | Supported |
| By SEI | H2b | 0.41 | p < 0.01(**) | Supported |
| By TRA | H2c | 0.38 | p < 0.01(**) | Supported |
| (SEN→SFB) × SI | H3a | 0.15 | p < 0.05(*) | Supported |
| (SEI→SFB) × SI | H3b | 0.18 | p < 0.01(**) | Supported |
| (TRA→SFB) × SI | H3c | 0.22 | p < 0.01(**) | Supported |
| Linkages | Hypotheses | Remarks | ||
|---|---|---|---|---|
| Effects on SEN | ||||
| By ACF | 0.21 | Supported | ||
| Effects on SEI | ||||
| By ACF | 0.26 | Supported | ||
| Effects on TRA | ||||
| By ACF | 0.17 | Supported | ||
| Effects on SFB | ||||
| By SEN | 0.35 | Supported | ||
| By SEI | 0.41 | Supported | ||
| By TRA | 0.38 | Supported | ||
| (SEN→SFB) × SI | 0.15 | Supported | ||
| (SEI→SFB) × SI | 0.18 | Supported | ||
| (TRA→SFB) × SI | 0.22 | Supported |
Note(s): ACF, Adoption of AI-CRM technology in a family business; SEI, Seizing capability; SEN, Sensing capability; SFB, Sustenance of family business firms in times of crisis; TRA, Transforming capability. p < 0.05(*); p < 0.01(**); p < 0.001(***)
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