Figure 1.

Variable Metrics and Measurements (Source: Author’s own research)
| Variables | Indicators | Sources |
|---|---|---|
| Knowledge Management | Knowledge Identification | Shannak, et al. (2017) |
| Knowledge Creation | ||
| Knowledge Collection | ||
| Knowledge Organization | ||
| Knowledge Storage | ||
| Knowledge Dissemination | ||
| Knowledge Application | ||
| Leadership Agility | Self-Agility | Joiner and Joseph (2006) |
| Context Agility | ||
| Stakeholder Agility | ||
| Problem-Solving Agility | ||
| Ambidextrous Innovation | Exploitative Innovation | Atuahene-Gima (2005) |
| Explorative Innovation | ||
| Competitive Advantage | Price | Koufteros, et al. (2012) |
| Quality | ||
| Dependable Delivery | ||
| Product Innovation | ||
| Time to Market |
Measurement Model Assessment Results (Source: Author’s own research)
| Variables | Indicators | Loading | Cronbach’s Alpha | Composite Reliability | AVE |
|---|---|---|---|---|---|
| Knowledge Management (KM) | Knowledge Identification (KM1) | 0.795 | 0.794 | 0.716 | 0.770 |
| Knowledge Creation (KM2) | 0.880 | ||||
| Knowledge Collection (KM3) | 0.844 | ||||
| Knowledge Organization (KM4) | 0.825 | ||||
| Knowledge Storage (KM5) | 0.825 | ||||
| Knowledge Dissemination (KM6) | 0.899 | ||||
| Knowledge Application (KM7) | 0.722 | ||||
| Leadership Agility (LA) | Self-Agility (LA1) | 0.771 | 0.875 | 0.755 | 0.672 |
| Context Agility (LA2) | 0.735 | ||||
| Stakeholder Agility (LA3) | 0.893 | ||||
| Problem-Solving Agility (LA4) | 0.719 | ||||
| Ambidextrous Innovation (AI) | Explorative Innovation (AI1) | 0.885 | 0.773 | 0.715 | 0.575 |
| Exploitative Innovation (AI2) | 0.751 | ||||
| Competitive Advantage (CA) | Price (CA1) | 0.805 | 0.795 | 0.785 | 0.697 |
| Quality (CA2) | 0.727 | ||||
| Dependable Delivery (CA3) | 0.821 | ||||
| Product Innovation (CA4) | 0.868 | ||||
| Time to Market (CA5) | 0.850 |
Variance Inflation Factor (Source: Author’s own research)
| Variables | VIF |
|---|---|
| Knowledge Management | 2.134 |
| Leadership Agility | 2.349 |
| Ambidextrous Innovation | 2.241 |
| Competitive Advantage | 2.483 |
HTMT Ratio (Source: Author’s own research)
| - | KM | LA | AI | CA |
|---|---|---|---|---|
| KM | - | - | - | - |
| LA | 0.749 | - | - | - |
| AI | 0.774 | 0.640 | - | - |
| CA | 0.703 | 0.647 | 0.780 | - |
j_fman-2025-0022_Atab_001
| Knowledge Management | ||
|---|---|---|
| Knowledge Identification |
| Shannak, et al. (2017) |
| Knowledge Creation |
| |
| Knowledge Collection |
| |
| Knowledge Organization |
| |
| Knowledge Storage |
| |
| Knowledge Dissemination |
| |
| Knowledge Application |
| |
| Leadership Agility | ||
| Self-Agility |
| Joiner and Joseph (2007) |
| Context Agility |
| |
| Stakeholder Agility |
| |
| Problem-Solving Agility |
| |
| Ambidextrous Innovation | ||
| Exploitative Innovation |
| Atuahene-Gima (2005) |
| Explorative Innovation |
| |
| Competitive Advantage | ||
| Price |
| Koufteros, et al. (2005) |
| Quality |
| |
| Dependable Delivery |
| |
| Product Innovation |
| |
| Time to Market |
| |
Demographic Profile of Respondents (Source: Author’s own research)
| Characteristics | Frequency | Percentage |
|---|---|---|
| Gender | ||
| Male | 38 | 70% |
| Female | 16 | 30% |
| Age | ||
| Below 25 | 24 | 44% |
| 25–35 | 17 | 31% |
| 35–45 | 10 | 19% |
| 45 and above | 3 | 6% |
| Education | ||
| High school | 38 | 70% |
| Diploma degree | 7 | 13% |
| Bachelor degree | 9 | 17% |
Hypothesis Testing Results (Source: Author’s own research)
| Relationship | Path Coefficient | T-Statistics | P-Value | Decision | |
|---|---|---|---|---|---|
| H1 | Knowledge Management → Leadership Agility | 0.169 | 3.692 | 0.004 | Supported |
| H2 | Knowledge Management → Ambidextrous Innovation | 0.252 | 5.383 | 0.000 | Supported |
| H3 | Knowledge Management → Competitive Advantage | 0.211 | 4.132 | 0.000 | Supported |
| H4 | Leadership Agility → Competitive Advantage | 0.176 | 3.140 | 0.002 | Supported |
| H5 | Ambidextrous Innovation → Competitive Advantage | 0.322 | 6.699 | 0.000 | Supported |
