Organizational Practices’ Role in Managing Open Innovation and Business Performance
Abstract
:1. Introduction
2. Literature Review
2.1. Contribution of SMEs and Innovation to the UAE Economy
2.2. Contribution of Open Innovation to the UAE Economy
2.3. Open Innovation Practices
2.4. Effects of Open Innovation on SMEs’ Business Performance
2.5. Hypotheses Development
3. Materials and Methods
3.1. Measures
3.2. Data Collection
3.3. Sample
3.4. Questionnaire
4. Results
4.1. Preliminary Data Analysis
Structural Model Assessment and Hypothesis Testing
4.2. Hypotheses Testing
4.3. Mediation Tests
5. Discussion and Conclusions
6. Theoretical and Practical Contribution
7. Limitations and Future Research
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Construct | No. of Items | Items | Cronbach’s Alpha | Source |
HRM | 15 | Item 1: “Our staff selection process is rigorous.” | 0.91 | (Ngo et al. 2008) |
Item 2: “Our performance appraisals emphasize outcomes.” | ||||
Item 3: “Our compensation package is designed to be more competitive than other firms in the industry.” | ||||
Item 4: “We provide a considerable amount of training.” | ||||
Item 5: “We try to keep employee turnover to minimum.” | ||||
Item 6: “In determining compensation, we emphasize the individual’s contributions more than job titles.” | ||||
Item 7: “Our remuneration package is designed to reward long-term employees.” | ||||
Item 8: “Employee behaviour is a key component in performance appraisal.” | ||||
Item 9: “We primarily hire applicants who currently possess the necessary knowledge and skills.” | ||||
Item 10: “On-the-job training is more important than formal education or experience with other organizations.” | ||||
Item 11: “We emphasize external pay comparability in determining compensation.” | ||||
Item 12: “Our remuneration package is intended to promote employee retention.” | ||||
Item 13: “We intend to keep large salary differences between high and low performers in the same position.” | ||||
Item 14: “Employees transfer to new functional areas, and/or new units are used as a development activity in our firm.” | ||||
Item 15: “We have a sufficient training budget.” | ||||
Organizational Culture | 4 | Item 1: “Our firm is a very dynamic and entrepreneurial place.” | 0.74 | (Lau and Ngo 2004) |
Item 2: “The head of our firm is generally considered to be an entrepreneur, an innovator, or a risk-taker.” | ||||
Item 3: “The glue that holds our firm together is commitment to innovation and development.” | ||||
Item 4: “Our firm emphasizes growth and acquiring new resources.” | ||||
Knowledge Sharing | 4 | Item 1: “We share information and knowledge necessary for the tasks.” | 0.75 | (Chang Lee et al. 2005) |
Item 2: “We improve task efficiency by sharing information and knowledge.” | ||||
Item 3: “We developed information systems, such as intranet and electronic bulletin boards, to share information and knowledge.” | ||||
Item 4: “We promote sharing of information and knowledge with other teams.” | ||||
Managerial Ties | 6 | Item 1: “Top managers at buyer firms.” | 0.79 | (Peng and Luo 2000) |
Item 2: “Top managers at supplier firms.” | ||||
Item 3: “Top managers at competitor firms.” | ||||
Item 4: “Governmental leaders.” | ||||
Item 5: “Industry associations (e.g., chambers of commerce).” | ||||
Item 6: “Regulatory and supporting organizations (e.g., Khalifa Fund, Dubai SME, RAK SME, incubators, tax bureaus, banks, etc.).” | ||||
Inbound open innovation | 4 | Item 1: “External partners (ex: customers, competitors, research institutes, consultants, suppliers, government, or universities) are directly involved in all our innovation projects.” | 0.75 | (Cheng and Huizingh 2014) |
Item 2: “All our innovation projects are highly dependent upon the contribution of external partners (ex: customers, competitors, research institutes, consultants, suppliers, government, or universities).” | ||||
Item 3: “Our firm often buys R&D-related services from external partners (ex: customers, competitors, research institutes, consultants, suppliers, government, or universities).” | ||||
Item 4: “Our firm often buys intellectual property (ex. patents, copyrights, or trademarks) from external partners to be used in our innovation projects.” | ||||
Outbound Open innovation | 3 | Item 1: “Our firm often sells licenses (ex. patents, copyrights, or trademarks) to other firms to better benefit from our innovation efforts.” | 0.80 | (Cheng and Huizingh 2014) |
Item 2: “Our firm often offers royalty agreements to other firms to better benefit from our innovation efforts.” | ||||
Item 3: “Our firm strengthens every possible use of our own intellectual properties so as to better benefit from our firm.” | ||||
Coupled open innovation | 3 | Item 1: “In innovation projects, our firm usually integrates all internal and external partners’ information.” | 0.87 | (Cheng and Huizingh 2014) |
Item 2: “In innovation projects, our firm co-ordinates the activities of exchange of information among partners.” | ||||
Item 3: “In innovation projects, our firm keeps internal and external partners updated about new information.” | ||||
Business performance | 11 | Item 1: “Replacement of products being phased out.” | Innovation (0.79), Market (0.84) | (Ritala 2012) |
Item 2: “Replacement of services being phased out.” | ||||
Item 3: “Extension of product/service range within the main market.” | ||||
Item 4: “Extension of product/service range outside the main market.” | ||||
Item 5: “Development of environment-friendly products/services.” | ||||
Item 6: “Opening of new markets abroad.” | ||||
Item 7: “Opening of new domestic target groups.” | ||||
Item 8: “Growth in sales.” | ||||
Item 9: “Profitability.” | ||||
Item 10: “Market share.” | ||||
Item 11: “Market growth.” |
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Sector | Frequency | Percent |
---|---|---|
Service | 162 | 60.9% |
Trading | 68 | 25.6% |
Manufacturing | 36 | 13.5% |
Years of Experience | Frequency | Percent |
10 years | 98 | 36.8% |
5–9 years | 93 | 35% |
1–4 years | 75 | 28.2% |
Geographical Distribution | Frequency | Percent |
Dubai | 161 | 60.5% |
Abu Dhabi | 66 | 24.8% |
RAK | 21 | 7.9% |
Sharjah | 14 | 5.3% |
Fujairah | 2 | 0.8% |
Ajman | 2 | 0.8% |
Umm Al Quwain | 0 | 0% |
Component | ||||||||
---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | |
OC1 | 0.725 | |||||||
OC2 | 0.742 | |||||||
OC3 | 0.570 | |||||||
OC4 | 0.565 | |||||||
HRM2 | 0.580 | |||||||
HRM3 | 0.475 | |||||||
HRM5 | 0.808 | |||||||
HRM6 | 0.714 | |||||||
HRM7 | 0.767 | |||||||
HRM9 | 0.699 | |||||||
HRM10 | 0.545 | |||||||
HRM12 | 0.788 | |||||||
HRM13 | 0.565 | |||||||
HRM14 | 0.666 | |||||||
KS1 | 0.777 | |||||||
KS2 | 0.860 | |||||||
KS4 | 0.709 | |||||||
MT3 | 0.695 | |||||||
MT4 | 0.919 | |||||||
MT5 | 0.979 | |||||||
MT6 | 0.796 | |||||||
OIP1 | 0.971 | |||||||
OIP2 | 0.968 | |||||||
OIP5 | 0.983 | |||||||
OIP6 | 0.983 | |||||||
OIP8 | 0.784 | |||||||
OIP9 | 0.824 | |||||||
OIP10 | 0.696 | |||||||
BP1 | 0.627 | |||||||
BP3 | 0.698 | |||||||
BP4 | 0.702 | |||||||
BP5 | 0.733 | |||||||
BP7 | 0.872 | |||||||
BP8 | 0.835 | |||||||
BP9 | 0.840 | |||||||
BP10 | 0.860 | |||||||
BP11 | 0.764 |
Variable | Mean | St. Deviation | Cronbach’s Alpha |
---|---|---|---|
Organizational culture | 1.91 | 0.85 | 0.830 |
Human resource management | 2.45 | 0.94 | 0.875 |
Knowledge sharing | 1.97 | 0.96 | 0.821 |
Managerial ties | 2.79 | 1.36 | 0.888 |
Inbound OI | 2.50 | 1.39 | 0.989 |
Outbound OI | 3.34 | 1.88 | 0.999 |
Coupled OI | 2.56 | 1.23 | 0.873 |
Business performance | 2.53 | 1.08 | 0.916 |
Loadings | Cronbach’s Alpha | rho_A | CR | AVE | VIF | |||
---|---|---|---|---|---|---|---|---|
HRM | Compensation | HRM3 | 0.872 | 0.744 | 0.744 | 0.854 | 0.661 | 1.18 |
HRM13 | 0.79 | 1.18 | ||||||
Appraisal | HRM2 | 0.801 | 0.562 | 0.58 | 0.818 | 0.693 | 1.426 | |
HRM7 | 0.827 | 1.589 | ||||||
HRM12 | 0.812 | 1.469 | ||||||
Training | HRM4 | 0.828 | 0.616 | 0.656 | 0.79 | 0.558 | 1.195 | |
HRM10 | 0.689 | 1.238 | ||||||
HRM14 | 0.715 | 1.233 | ||||||
Hiring | HRM5 | 0.767 | 0.537 | 0.567 | 0.809 | 0.68 | 1.156 | |
HRM9 | 0.878 | 1.156 | ||||||
OC | OC1 | 0.868 | 0.833 | 0.84 | 0.889 | 0.667 | 2.166 | |
OC2 | 0.811 | 1.861 | ||||||
OC3 | 0.812 | 1.752 | ||||||
OC4 | 0.772 | 1.606 | ||||||
KS | KS1 | 0.88 | 0.823 | 0.829 | 0.894 | 0.738 | 2.103 | |
KS2 | 0.877 | 1.938 | ||||||
KS4 | 0.82 | 1.668 | ||||||
MT | MT3 | 0.772 | 0.887 | 0.888 | 0.923 | 0.75 | 1.574 | |
MT4 | 0.894 | 5.761 | ||||||
MT5 | 0.924 | 7.173 | ||||||
MT6 | 0.868 | 2.444 | ||||||
OI | Inbound | OIP2 | 1 | 1 | 1 | 1 | 1 | 1 |
Outbound | OIP6 | 1 | 1 | 1 | 1 | 1 | 1 | |
Coupled | OIP8 | 0.888 | 0.874 | 0.875 | 0.922 | 0.798 | 2.35 | |
OIP9 | 0.901 | 2.528 | ||||||
OIP10 | 0.892 | 2.21 | ||||||
BP | Innov | BP1 | 0.823 | 0.868 | 0.878 | 0.904 | 0.654 | 1.935 |
BP3 | 0.852 | 2.266 | ||||||
BP4 | 0.808 | 1.963 | ||||||
BP5 | 0.741 | 1.717 | ||||||
BP7 | 0.815 | 1.992 | ||||||
Market | BP8 | 0.864 | 0.892 | 0.893 | 0.925 | 0.755 | 2.397 | |
BP9 | 0.889 | 2.959 | ||||||
BP10 | 0.869 | 2.572 | ||||||
BP11 | 0.854 | 2.111 |
Component | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | |
HRM5 | 0.767 | 0.518 | 0.590 | 0.284 | 0.387 | 0.332 | 0.142 | 0.100 | 0.096 | 0.209 | 0.121 | 0.116 |
HRM9 | 0.878 | 0.548 | 0.558 | 0.345 | 0.410 | 0.363 | 0.107 | 0.140 | 0.133 | 0.277 | 0.152 | 0.176 |
HRM4 | 0.506 | 0.828 | 0.552 | 0.481 | 0.504 | 0.431 | 0.196 | 0.275 | 0.336 | 0.517 | 0.360 | 0.327 |
HRM10 | 0.399 | 0.689 | 0.553 | 0.373 | 0.462 | 0.377 | 0.094 | 0.165 | 0.216 | 0.294 | 0.208 | 0.259 |
HRM14 | 0.541 | 0.715 | 0.563 | 0.478 | 0.452 | 0.420 | 0.298 | 0.248 | 0.271 | 0.278 | 0.358 | 0.289 |
HRM2 | 0.541 | 0.618 | 0.801 | 0.377 | 0.548 | 0.443 | 0.172 | 0.247 | 0.261 | 0.320 | 0.275 | 0.232 |
HRM7 | 0.571 | 0.586 | 0.827 | 0.510 | 0.530 | 0.434 | 0.187 | 0.135 | 0.185 | 0.402 | 0.308 | 0.296 |
HRM12 | 0.567 | 0.583 | 0.812 | 0.599 | 0.502 | 0.363 | 0.220 | 0.231 | 0.241 | 0.350 | 0.294 | 0.310 |
HRM3 | 0.368 | 0.584 | 0.604 | 0.872 | 0.465 | 0.382 | 0.261 | 0.382 | 0.347 | 0.444 | 0.448 | 0.438 |
HRM13 | 0.262 | 0.390 | 0.392 | 0.790 | 0.256 | 0.195 | 0.454 | 0.284 | 0.373 | 0.280 | 0.364 | 0.348 |
OC1 | 0.350 | 0.520 | 0.500 | 0.399 | 0.868 | 0.449 | 0.232 | 0.271 | 0.243 | 0.356 | 0.420 | 0.354 |
OC2 | 0.434 | 0.513 | 0.550 | 0.383 | 0.811 | 0.415 | 0.214 | 0.219 | 0.157 | 0.334 | 0.306 | 0.310 |
OC3 | 0.384 | 0.537 | 0.553 | 0.359 | 0.812 | 0.530 | 0.164 | 0.262 | 0.218 | 0.311 | 0.355 | 0.333 |
OC4 | 0.420 | 0.490 | 0.522 | 0.309 | 0.772 | 0.462 | 0.108 | 0.138 | 0.240 | 0.315 | 0.333 | 0.227 |
KS1 | 0.390 | 0.492 | 0.437 | 0.316 | 0.549 | 0.880 | 0.142 | 0.112 | 0.092 | 0.299 | 0.245 | 0.200 |
KS2 | 0.349 | 0.462 | 0.448 | 0.302 | 0.459 | 0.877 | 0.094 | 0.137 | 0.133 | 0.314 | 0.299 | 0.195 |
KS4 | 0.348 | 0.452 | 0.423 | 0.305 | 0.458 | 0.820 | 0.176 | 0.127 | 0.157 | 0.239 | 0.310 | 0.283 |
MT3 | 0.145 | 0.225 | 0.248 | 0.372 | 0.222 | 0.174 | 0.772 | 0.297 | 0.379 | 0.262 | 0.340 | 0.306 |
MT4 | 0.092 | 0.243 | 0.197 | 0.339 | 0.185 | 0.106 | 0.894 | 0.298 | 0.373 | 0.207 | 0.375 | 0.361 |
MT5 | 0.112 | 0.209 | 0.176 | 0.348 | 0.189 | 0.108 | 0.924 | 0.289 | 0.361 | 0.194 | 0.373 | 0.353 |
MT6 | 0.153 | 0.232 | 0.197 | 0.371 | 0.173 | 0.149 | 0.868 | 0.277 | 0.429 | 0.269 | 0.420 | 0.471 |
OIP2 | 0.148 | 0.314 | 0.253 | 0.405 | 0.277 | 0.146 | 0.336 | 1.000 | 0.428 | 0.464 | 0.419 | 0.402 |
OIP6 | 0.141 | 0.376 | 0.283 | 0.429 | 0.264 | 0.148 | 0.448 | 0.428 | 1.000 | 0.472 | 0.392 | 0.386 |
OIP8 | 0.293 | 0.466 | 0.414 | 0.356 | 0.389 | 0.332 | 0.189 | 0.395 | 0.411 | 0.888 | 0.375 | 0.404 |
OIP9 | 0.252 | 0.429 | 0.366 | 0.389 | 0.319 | 0.264 | 0.237 | 0.403 | 0.414 | 0.901 | 0.424 | 0.404 |
OIP10 | 0.255 | 0.473 | 0.395 | 0.442 | 0.373 | 0.295 | 0.297 | 0.443 | 0.440 | 0.892 | 0.445 | 0.418 |
BP1 | 0.182 | 0.348 | 0.290 | 0.415 | 0.355 | 0.247 | 0.345 | 0.386 | 0.327 | 0.435 | 0.823 | 0.532 |
BP3 | 0.137 | 0.366 | 0.311 | 0.421 | 0.330 | 0.273 | 0.415 | 0.395 | 0.309 | 0.413 | 0.852 | 0.597 |
BP4 | 0.119 | 0.364 | 0.278 | 0.474 | 0.322 | 0.271 | 0.438 | 0.350 | 0.393 | 0.299 | 0.808 | 0.588 |
BP5 | 0.214 | 0.324 | 0.358 | 0.296 | 0.427 | 0.343 | 0.261 | 0.209 | 0.235 | 0.322 | 0.741 | 0.520 |
BP7 | 0.040 | 0.304 | 0.239 | 0.362 | 0.355 | 0.232 | 0.294 | 0.321 | 0.310 | 0.395 | 0.815 | 0.644 |
BP8 | 0.107 | 0.297 | 0.251 | 0.392 | 0.270 | 0.210 | 0.403 | 0.319 | 0.285 | 0.424 | 0.608 | 0.864 |
BP9 | 0.195 | 0.352 | 0.311 | 0.397 | 0.337 | 0.231 | 0.364 | 0.345 | 0.286 | 0.402 | 0.607 | 0.889 |
BP10 | 0.184 | 0.360 | 0.320 | 0.389 | 0.367 | 0.228 | 0.338 | 0.368 | 0.375 | 0.346 | 0.635 | 0.869 |
BP11 | 0.142 | 0.354 | 0.311 | 0.470 | 0.338 | 0.232 | 0.400 | 0.363 | 0.389 | 0.417 | 0.622 | 0.854 |
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 0.813 | |||||||||||
2 | 0.610 | 0.832 | ||||||||||
3 | 0.439 | 0.445 | 0.893 | |||||||||
4 | 0.688 | 0.384 | 0.298 | 0.825 | ||||||||
5 | 0.253 | 0.405 | 0.464 | 0.148 | 1.000 | |||||||
6 | 0.360 | 0.491 | 0.466 | 0.167 | 0.419 | 0.809 | ||||||
7 | 0.508 | 0.357 | 0.332 | 0.421 | 0.146 | 0.331 | 0.859 | |||||
8 | 0.238 | 0.415 | 0.272 | 0.147 | 0.336 | 0.438 | 0.157 | 0.866 | ||||
9 | 0.344 | 0.476 | 0.458 | 0.181 | 0.402 | 0.712 | 0.259 | 0.434 | 0.869 | |||
10 | 0.648 | 0.445 | 0.403 | 0.482 | 0.277 | 0.436 | 0.567 | 0.223 | 0.378 | 0.816 | ||
11 | 0.283 | 0.429 | 0.472 | 0.141 | 0.428 | 0.392 | 0.148 | 0.448 | 0.386 | 0.264 | 1.000 | |
12 | 0.733 | 0.596 | 0.511 | 0.644 | 0.314 | 0.422 | 0.545 | 0.263 | 0.393 | 0.630 | 0.376 | 0.747 |
HTMT | 2.5% | 97.5% | |
---|---|---|---|
Compensation -> Appraisal | 0.923 | 0.762 | 1.133 |
Coupled -> Appraisal | 0.545 | 0.383 | 0.710 |
Coupled -> Compensation | 0.618 | 0.454 | 0.807 |
Hiring -> Appraisal | 1.098 | 0.958 | 1.310 |
Hiring -> Compensation | 0.681 | 0.430 | 1.001 |
Hiring -> Coupled | 0.430 | 0.228 | 0.662 |
Inbound -> Appraisal | 0.291 | 0.134 | 0.438 |
Inbound -> Compensation | 0.533 | 0.340 | 0.695 |
Inbound -> Coupled | 0.496 | 0.367 | 0.606 |
Inbound -> Hiring | 0.198 | 0.055 | 0.414 |
Innovation -> Appraisal | 0.454 | 0.298 | 0.618 |
Innovation -> Compensation | 0.690 | 0.505 | 0.890 |
Innovation -> Coupled | 0.528 | 0.379 | 0.670 |
Innovation -> Hiring | 0.249 | 0.134 | 0.472 |
Innovation -> Inbound | 0.441 | 0.310 | 0.572 |
KS -> Appraisal | 0.649 | 0.495 | 0.808 |
KS -> Compensation | 0.510 | 0.332 | 0.719 |
KS -> Coupled | 0.510 | 0.254 | 0.535 |
KS -> Hiring | 0.633 | 0.446 | 0.859 |
KS -> Inbound | 0.161 | 0.043 | 0.305 |
KS -> Innovation | 0.400 | 0.259 | 0.541 |
MT -> Appraisal | 0.291 | 0.157 | 0.452 |
MT -> Compensation | 0.606 | 0.430 | 0.789 |
MT -> Coupled | 0.304 | 0.152 | 0.465 |
MT -> Hiring | 0.216 | 0.084 | 0.423 |
MT -> Inbound | 0.356 | 0.211 | 0.505 |
MT -> Innovation | 0.492 | 0.350 | 0.626 |
MT -> KS | 0.185 | 0.082 | 0.331 |
Market -> Appraisal | 0.422 | 0.275 | 0.584 |
Market -> Compensation | 0.663 | 0.518 | 0.825 |
Market -> Coupled | 0.517 | 0.394 | 0.644 |
Market -> Hiring | 0.255 | 0.099 | 0.473 |
Market -> Inbound | 0.425 | 0.299 | 0.553 |
Market -> Innovation | 0.809 | 0.722 | 0.885 |
Market -> KS | 0.306 | 0.171 | 0.444 |
Market -> MT | 0.483 | 0.350 | 0.608 |
OC -> Appraisal | 0.827 | 0.720 | 0.931 |
OC -> Compensation | 0.631 | 0.490 | 0.804 |
OC -> Coupled | 0.472 | 0.311 | 0.632 |
OC -> Hiring | 0.727 | 0.561 | 0.948 |
OC -> Inbound | 0.299 | 0.178 | 0.444 |
OC -> Innovation | 0.518 | 0.402 | 0.631 |
OC -> KS | 0.688 | 0.570 | 0.804 |
OC -> MT | 0.256 | 0.138 | 0.380 |
OC -> Market | 0.434 | 0.312 | 0.558 |
Outbound -> Appraisal | 0.327 | 0.193 | 0.455 |
Outbound -> Compensation | 0.576 | 0.437 | 0.731 |
Outbound -> Coupled | 0.504 | 0.397 | 0.602 |
Outbound -> Hiring | 0.189 | 0.050 | 0.362 |
Outbound -> Inbound | 0.428 | 0.284 | 0.524 |
Outbound -> Innovation | 0.418 | 0.290 | 0.539 |
Outbound -> KS | 0.163 | 0.049 | 0.288 |
Outbound -> MT | 0.473 | 0.344 | 0.590 |
Outbound -> Market | 0.406 | 0.272 | 0.531 |
Outbound -> OC | 0.288 | 0.158 | 0.412 |
Training -> Appraisal | 1.091 | 0.995 | 1.216 |
Training -> Compensation | 0.988 | 0.799 | 1.240 |
Training -> Coupled | 0.656 | 0.510 | 0.816 |
Training -> Hiring | 1.114 | 0.963 | 1.369 |
Training -> Inbound | 0.389 | 0.243 | 0.558 |
Training -> Innovation | 0.563 | 0.418 | 0.717 |
Training -> KS | 0.764 | 0.627 | 0.899 |
Training -> MT | 0.351 | 0.230 | 0.499 |
Training -> Market | 0.522 | 0.360 | 0.699 |
Training -> OC | 0.879 | 0.779 | 0.992 |
Training -> Outbound | 0.464 | 0.331 | 0.593 |
Construct | VIF |
---|---|
Compensation | 1.765 |
Appraisal | 2.968 |
Hiring | 2.115 |
Training | 2.592 |
Inbound | 1.373 |
Outbound | 1.387 |
Coupled | 1.443 |
Innovation Performance | 2.026 |
Market Performance | 2.026 |
Beta Coefficient | STDEV | t-Statistics | p Values | Results | |
---|---|---|---|---|---|
H1: HRM -> OI | 0.455 | 0.066 | 6.886 | 0.000 | Supported |
H2: HRM -> BP | 0.209 | 0.079 | 2.638 | 0.008 | Supported |
H3: OC -> OI | 0.118 | 0.081 | 1.463 | 0.144 | Not Supported |
H4: OC -> BP | 0.142 | 0.061 | 2.339 | 0.019 | Supported |
H5: KS -> OI | -0.040 | 0.074 | 0.535 | 0.593 | Not Supported |
H6: KS -> BP | 0.039 | 0.057 | 0.678 | 0.498 | Not Supported |
H7: MT -> OI | 0.237 | 0.079 | 2.992 | 0.003 | Supported |
H8: MT -> BP | 0.232 | 0.061 | 3.779 | 0.000 | Supported |
H9: OI -> BP | 0.278 | 0.082 | 3.379 | 0.001 | Supported |
Coefficient | STDEV | t-Statistics | 2.5% | 97.5% | p Values | |
---|---|---|---|---|---|---|
HRM -> OI -> BP | 0.127 | 0.042 | 3.032 | 0.055 | 0.216 | 0.002 |
OC -> OI -> BP | 0.033 | 0.028 | 1.194 | −0.010 | 0.097 | 0.233 |
KS -> OI -> BP | −0.011 | 0.022 | 0.499 | −0.060 | 0.030 | 0.618 |
MT -> OI -> BP | 0.066 | 0.029 | 2.281 | 0.018 | 0.129 | 0.023 |
P1 (IV->M) | P2 (DV->M) | P3 (IV->DV) | Mediation Type | |
---|---|---|---|---|
HRM -> OI -> BP | 0.000 | 0.001 | 0.008 | Complementary (partial mediation) |
OC -> OI -> BP | 0.144 | 0.001 | 0.019 | Direct-only (no mediation) |
KS -> OI -> BP | 0.593 | 0.001 | 0.498 | No effect (no mediation) |
MT -> OI -> BP | 0.003 | 0.001 | 0.000 | Complementary (partial mediation) |
Relation | Mediators | Mediation Type |
---|---|---|
HRM to BP | OI | Complementary (partial mediation) |
OC to BP | OI | Direct-only (no mediation) |
KS to BP | OI | No effect (no mediation) |
MT to BP | OI | Complementary (partial mediation) |
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Rabie, N.; Moustafa, A.; Ghaithi, F.A. Organizational Practices’ Role in Managing Open Innovation and Business Performance. Adm. Sci. 2024, 14, 87. https://doi.org/10.3390/admsci14050087
Rabie N, Moustafa A, Ghaithi FA. Organizational Practices’ Role in Managing Open Innovation and Business Performance. Administrative Sciences. 2024; 14(5):87. https://doi.org/10.3390/admsci14050087
Chicago/Turabian StyleRabie, Nada, Ayman Moustafa, and Fatima Al Ghaithi. 2024. "Organizational Practices’ Role in Managing Open Innovation and Business Performance" Administrative Sciences 14, no. 5: 87. https://doi.org/10.3390/admsci14050087
APA StyleRabie, N., Moustafa, A., & Ghaithi, F. A. (2024). Organizational Practices’ Role in Managing Open Innovation and Business Performance. Administrative Sciences, 14(5), 87. https://doi.org/10.3390/admsci14050087