Results of hypothesised model (direct effects)
| Hypothesis | Path | Estimate | S.E. | C.R. | p | Supported |
|---|---|---|---|---|---|---|
| H1 | BI→CSP | 0.500 | 0.095 | 5.244 | *** | Yes |
| BI→BPP | 0.360 | 0.115 | 3.129 | 0.002 | Yes | |
| BI→FLD | 0.296 | 0.104 | 2.851 | 0.004 | Yes | |
| H2 | BI→FP | 0.257 | 0.118 | 2.172 | 0.03 | Yes |
| H3 | CSP→FP | 0.374 | 0.081 | 4.63 | *** | Yes |
| BPP→FP | 0.142 | 0.069 | 2.06 | 0.039 | Yes | |
| FLD→FP | −0.013 | 0.076 | −0.17 | 0.865 | No | |
| H4 | BI→EFC | 0.616 | 0.079 | 7.792 | *** | Yes |
| H5 | BI→EIC | 0.308 | 0.071 | 4.362 | *** | Yes |
| H6a | EFC→CSP | 0.168 | 0.076 | 2.223 | 0.026 | Yes |
| EFC→BPP | 0.185 | 0.091 | 2.021 | 0.043 | Yes | |
| EFC→FLD | 0.264 | 0.082 | 3.204 | 0.001 | Yes | |
| H6b | EFC→FP | 0.014 | 0.089 | 0.16 | 0.873 | No |
| H7a | EIC→CSP | 0.030 | 0.085 | 0.35 | 0.726 | No |
| EIC→BPP | 0.222 | 0.102 | 2.165 | 0.03 | Yes | |
| EIC→FLD | 0.229 | 0.092 | 2.481 | 0.013 | Yes | |
| H7b | EIC→FP | −0.077 | 0.098 | −0.784 | 0.433 | No |
| Control 1 | OE→BPP | 0.342 | 0.115 | 2.966 | 0.003 | Yes |
| Control 2 | OE→CSP | 0.207 | 0.092 | 2.263 | 0.024 | Yes |
| Control 3 | ST→BPP | 0.144 | 0.075 | 1.936 | 0.053 | Yes |
| Control 4 | OS→FLD | 0.266 | 0.094 | 2.834 | 0.005 | Yes |
| Control 5 | QB→FLD | 0.222 | 0.07 | 3.158 | 0.002 | Yes |
| Control 6 | ST→FP | 0.195 | 0.068 | 2.848 | 0.004 | Yes |
| Hypothesis | Path | Estimate | S.E. | C.R. | Supported | |
|---|---|---|---|---|---|---|
| BI→CSP | 0.500 | 0.095 | 5.244 | *** | Yes | |
| BI→BPP | 0.360 | 0.115 | 3.129 | 0.002 | Yes | |
| BI→FLD | 0.296 | 0.104 | 2.851 | 0.004 | Yes | |
| BI→FP | 0.257 | 0.118 | 2.172 | 0.03 | Yes | |
| CSP→FP | 0.374 | 0.081 | 4.63 | *** | Yes | |
| BPP→FP | 0.142 | 0.069 | 2.06 | 0.039 | Yes | |
| FLD→FP | −0.013 | 0.076 | −0.17 | 0.865 | No | |
| BI→EFC | 0.616 | 0.079 | 7.792 | *** | Yes | |
| BI→EIC | 0.308 | 0.071 | 4.362 | *** | Yes | |
| EFC→CSP | 0.168 | 0.076 | 2.223 | 0.026 | Yes | |
| EFC→BPP | 0.185 | 0.091 | 2.021 | 0.043 | Yes | |
| EFC→FLD | 0.264 | 0.082 | 3.204 | 0.001 | Yes | |
| EFC→FP | 0.014 | 0.089 | 0.16 | 0.873 | No | |
| EIC→CSP | 0.030 | 0.085 | 0.35 | 0.726 | No | |
| EIC→BPP | 0.222 | 0.102 | 2.165 | 0.03 | Yes | |
| EIC→FLD | 0.229 | 0.092 | 2.481 | 0.013 | Yes | |
| EIC→FP | −0.077 | 0.098 | −0.784 | 0.433 | No | |
| Control 1 | OE→BPP | 0.342 | 0.115 | 2.966 | 0.003 | Yes |
| Control 2 | OE→CSP | 0.207 | 0.092 | 2.263 | 0.024 | Yes |
| Control 3 | ST→BPP | 0.144 | 0.075 | 1.936 | 0.053 | Yes |
| Control 4 | OS→FLD | 0.266 | 0.094 | 2.834 | 0.005 | Yes |
| Control 5 | QB→FLD | 0.222 | 0.07 | 3.158 | 0.002 | Yes |
| Control 6 | ST→FP | 0.195 | 0.068 | 2.848 | 0.004 | Yes |
Note(s): BI = Extent of BI use; CSP= Customer service performance; BBP=Business process performance; FLD= Feedback, Learning and development; FP=Financial performance; EIC = Effectiveness of informal controls; EFC = Effectiveness of formal controls; OE=Organisational environment; ST= Strategy; OS=Organisational structure; QB = Quality of the board
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