Ambidextrous Networking Capability of R&D teams
| Factor composition | Test sample (N = 264: India) | Validation sample (N = 212: Japan) | |||||
|---|---|---|---|---|---|---|---|
| Reliability | AVE | Factor loadings | Reliability | AVE | Factor loadings | ||
| Dynamic exploration capability (DXC) | 0.79 | 0.55 | 0.85 | 0.65 | |||
| ANC_03 | My team continuously explores experts for pursuing innovations | 0.87 | 0.94 | ||||
| ANC_05 | My team consistently explores platforms to demonstrate their innovations | 0.75 | 0.86 | ||||
| ANC_01 | My team relentlessly explores novel domains for pursuing future innovations | 0.62 | 0.62 | ||||
| Integrative exploitation capability (IXC) | 0.78 | 0.57 | 0.79 | 0.56 | |||
| ANC_07 | My team encourages the quick acquisition of critical resources for innovation | 0.75 | 0.92 | ||||
| ANC_09 | My team enables quick mobilization of critical resources for innovation | 0.74 | 0.71 | ||||
| ANC_06 | My Team facilitates regular utilization of resources for innovation | 0.72 | 0.61 | ||||
| Synergistic engagement capability (SEC) | 0.82 | 0.71 | 0.73 | 0.57 | |||
| ANC_12 | My Team proactively engages with experts to develop complementary skill-sets | 0.93 | 0.76 | ||||
| ANC_14 | My Team builds good relationships with experts for long-term mutual value-addition | 0.71 | 0.74 | ||||
| Factor composition | Test sample ( | Validation sample ( | |||||
|---|---|---|---|---|---|---|---|
| Reliability | AVE | Factor loadings | Reliability | AVE | Factor loadings | ||
| Dynamic exploration capability (DXC) | 0.79 | 0.55 | 0.85 | 0.65 | |||
| ANC_03 | My team continuously explores experts for pursuing innovations | 0.87 | 0.94 | ||||
| ANC_05 | My team consistently explores platforms to demonstrate their innovations | 0.75 | 0.86 | ||||
| ANC_01 | My team relentlessly explores novel domains for pursuing future innovations | 0.62 | 0.62 | ||||
| Integrative exploitation capability (IXC) | 0.78 | 0.57 | 0.79 | 0.56 | |||
| ANC_07 | My team encourages the quick acquisition of critical resources for innovation | 0.75 | 0.92 | ||||
| ANC_09 | My team enables quick mobilization of critical resources for innovation | 0.74 | 0.71 | ||||
| ANC_06 | My Team facilitates regular utilization of resources for innovation | 0.72 | 0.61 | ||||
| Synergistic engagement capability (SEC) | 0.82 | 0.71 | 0.73 | 0.57 | |||
| ANC_12 | My Team proactively engages with experts to develop complementary skill-sets | 0.93 | 0.76 | ||||
| ANC_14 | My Team builds good relationships with experts for long-term mutual value-addition | 0.71 | 0.74 | ||||
| Goodness-of-the-fit indices | χ2 | DF | Normed χ2 | TLI | GFI | CFI | SRMR | RMSEA |
|---|---|---|---|---|---|---|---|---|
| Test sample | 21.88 | 17 | 1.28 | 0.97 | 0.98 | 0.98 | 0.03 | 0.033 |
| Validation sample | 23.26 | 17 | 1.36 | 0.97 | 0.97 | 0.98 | 0.03 | 0.042 |
| Goodness-of-the-fit indices | DF | Normed | TLI | GFI | CFI | SRMR | RMSEA | |
|---|---|---|---|---|---|---|---|---|
| Test sample | 21.88 | 17 | 1.28 | 0.97 | 0.98 | 0.98 | 0.03 | 0.033 |
| Validation sample | 23.26 | 17 | 1.36 | 0.97 | 0.97 | 0.98 | 0.03 | 0.042 |
Note(s): All the factor loadings were significant (p < 0.05). AVE = average variance extracted; df = 41 for both samples; χ2 = chi-square; Normalized χ2 = χ2/df; TLI = Tucker–Lewis index; GFI = Goodness of Fit index; CFI = comparative fit index; SRMR = standardized root mean residual; factor loadings reported were completely standardized parameter estimates
Source(s): Author’s own work
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