Do Individual Factors Affect the Relationship between Faculty Intrapreneurship and the Entrepreneurial Orientation of Their Organizations?
Abstract
:1. Introduction
2. Theoretical Background
3. Hypotheses Development
4. Research Design
Sampling Frame, Instrument, and Data
5. Analysis and Results
5.1. Exploratory Factor Analysis and Scale Reliability Analysis
5.2. Measurement Model Estimation and Fit
5.3. Structural Model Results and Hypothesis Testing
5.4. Assessment of Moderating Effect (Multi-Group Comparison)
6. Discussion
7. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Construct | Statements Assessed by the Respondents |
---|---|
Faculty Entrepreneurial Orientation (FEO) | |
Innovativeness | In the course of my work, I generate creative ideas I attempt to convince people to support an innovative idea I visualize a clear plan of action when I consider ways to make a new idea happen I am particularly good at realizing ideas at work In the course of my work, I develop new processes, services or products I search out new techniques, technologies and/or product ideas |
Risk-taking | I boldly move ahead with a promising new approach when others might be more cautious I will be willing to move to another organization and give up some salary in exchange for the chance to try out my ideas if the rewards for success were adequate In the course of my work, I will take calculated risks despite the possibility of failure If large interests are at stake, I regularly go for the big win even when the risks are considerably high I take risks in my job I first act and then ask for approval, even if I know that would annoy other people |
Proactivity | I identify long term opportunities and threats for the company I am known as a successful idea seller I put effort in pursuing new business opportunities |
Entrepreneurial Orientation of the Higher Education Institution (EOHEI) | |
Risk-taking | The term ‘risk taker’ is considered a positive attribute for people in our organization People in our organization are encouraged to take calculated risks with new ideas Our organization emphasizes both exploring and experimenting new ideas |
Innovativeness | We actively introduce improvements and innovations in our organization Our organization is creative in its methods of operation Our organization seeks out new ways to do things |
Proactiveness | We always try to take the initiative in every situation (e.g., against competitors, in projects and when working with others) We excel at identifying opportunities We initiate actions to which other organizations respond |
Competitive aggressiveness | Our organization is intensely competitive In general, our organization takes a bold or aggressive approach when competing We try to undo and out-maneuver the competition as best as we can |
Autonomy | Employees are permitted to act on their own ideas without interference Employees perform jobs that allow them to make and instigate changes in the way they perform their work tasks Employees are given freedom and independence to decide on their own how to go about doing their work Employees are given freedom to communicate without interference Employees are given authority and responsibility to act alone if they think it to be in the best interests of the business Employees have access to all vital information |
HRM Effectiveness | |
Decentralization | I have the possibility to develop new research and/or teaching programs I have a part in faculty decisions about investments in new projects I monitor data on my productivity (ex. research output, administrative tasks, lecture planning) I determine my work flow |
Participation | Employees are sufficiently involved I am given the possibility to participate in decisions that affect my work (ex. deciding about the grade distribution in courses taught, choice of the textbook, etc.) I am satisfied with my possibility to participate in decisions that affect my work |
Contacts | I feel a part of my department I feel a part of my faculty/school I am adequately informed about what is going on in the faculty/school I am adequately informed about changes that affect my job I frequently have off-the-job contacts with my colleagues |
Training and development | How many days per year you obtained off-the- job training activities (ex. attending workshops outside your institution)? How many days per year you obtained on-the-job general skills training not directly related to your current job? How many days per year you obtained on-the-job skills training directly related to your current job? |
Employment security | This faculty/school does enough to avoid layoffs |
Social interactions | I frequently have off-the-job contacts with my work colleagues I feel very much a part of my work group I feel very much a part of my faculty/school |
Compensation | How would you rate your academic salary? |
Style of management | Which management style fits best your manager or management team: Impoverished/Management (laissez-faire management)/Country Club Management (friendly atmosphere)/Middle of the Road Management (balancing work and people)/Authority–Compliance (efficiency)/Team Management (trust and respect) |
Communication | I am adequately informed about what is currently going on in the faculty I am adequately informed about changes that affect my job |
Performance appraisal | Which of the two performance appraisal styles below best fits your faculty/school: Judgmental-oriented or Developmental-oriented |
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Variable | Category | n | % | ||
---|---|---|---|---|---|
Gender | Male | 196 | 67.4 | ||
Female | 95 | 32.6 | |||
Education Level | Masters/MBA | 64 | 26.8 | ||
PhD | 186 | 73.2 | |||
Age | 25–34 years | 53 | 18.2 | ||
35–44 years | 152 | 52.2 | |||
≥45 | 86 | 29.6 | |||
Employer | HEI 1 | 43 | 14.8 | ||
HEI 2 | 42 | 14.4 | |||
HEI 3 | 26 | 8.9 | |||
HEI 4 | 28 | 9.6 | |||
HEI 5 | 95 | 32.6 | |||
HEI 6 | 34 | 11.7 | |||
HEI 7 | 14 | 4.8 | |||
HEI 8 | 9 | 3.1 | |||
Academic Field | Business | 210 | 72.2 | ||
Engineering | 81 | 27.8 | |||
Number of Publications | 0–1 | 120 | 41.2 | ||
2–5 | 128 | 43.9 | |||
6–10 | 26 | 8.8 | |||
More than 10 | 17 | 5.9 | |||
Management Style | Authority–Compliance (efficiency)—1 | 81 | 27.8 | ||
Impoverished Management (laissez-faire management)—2 | 38 | 13.1 | |||
Country Club Management (friendly atmosphere)—3 | 40 | 13.7 | |||
Middle of the Road Management (balancing work and people)—4 | 79 | 27.1 | |||
Team Management (trust and respect)—5 | 53 | 18.2 | |||
Descriptive statistics | |||||
Teaching Experience | Mean = 12.6 | Stdev = 6.2 | Min = 0 | Max = 33 | |
Industrial Experience | Mean = 4.5 | Stdev = 4.6 | Min = 0 | Max = 25 |
Item Description | Theoretical Background |
---|---|
Construct/variable: faculty entrepreneurial Orientation (FEO) | |
Innovativeness—6 items | Farrukh et al. (2017)—4 items de Jong et al. (2015)—2 items |
Risk-taking—6 items | Farrukh et al. (2017)—3 items de Jong et al. (2015)—items |
Proactivity—3 items | de Jong et al. (2015) |
Risk-taking—3 items | Hughes and Morgan (2007) |
Innovativeness—3 items | Hughes and Morgan (2007) |
Proactiveness—3 items | Hughes and Morgan (2007) |
Competitive aggressiveness—3 items | Hughes and Morgan (2007) |
Autonomy—6 items | Hughes and Morgan (2007) |
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. | 0.813 | |
Bartlett’s Test of Sphericity | Approx. Chi-Square | 1290.708 |
df | 105 | |
Sig. | 0.000 |
Dimension | Number of Items | Average Variance Extracted (AVE) | Cronbach’s Alpha | Component Loading Range |
---|---|---|---|---|
FEO | 12 | 64.74 | 0.821 | |
Innovativeness | 6 | 51.94 | 0.777 | 0.621–0.766 |
Risk-Taking | 6 | 57.66 | 0.718 | 0.530–0.924 |
Proactivity | 3 | 57.67 | 0.701 | 0.718–0.800 |
EOHEI | 18 | 66.5 | 0.92 | |
Autonomy | 6 | 79.91 | 0.935 | 0.734–0.933 |
Risk-taking | 3 | 72.06 | 0.805 | 0.667–0.785 |
Innovativeness | 3 | 72.02 | 0.803 | 0.786–0.883 |
Proactiveness | 3 | 75.01 | 0.833 | 0.826–0.906 |
Competitive aggressiveness | 3 | 67.75 | 0.753 | 0.780–0.869 |
Constructs, Variables, and Items | Standardized Weights | Goodness-of-Fit Indicators | Accept. Standard Fit | ||
---|---|---|---|---|---|
FEO | Item | GFI | 0.972 | >0.90 | |
Innovativeness | Inn1 | 0.485 *** | AGFI | 0.940 | >0.90 |
Inn2 | 0.507 *** | CFI | 0.986 | >0.90 | |
Inn3 | 0.381 *** | NFI | 0.952 | >0.90 | |
Inn4 | 0.500 *** | RMSEA | 0.036 | <0.07 | |
Inn5 | 0.680 *** | ||||
Inn6 | 0.648 *** | ||||
Risk-Taking | 1.0 *** | ||||
RT1 | 0.306 | ||||
RT2 | 0.304 | ||||
RT3 | 0.354 | ||||
Proactivity | 1.0 *** | ||||
Pro1 | 0.722 *** | ||||
Pro2 | 0.520 *** | ||||
Pro3 | 0.557 *** | ||||
EOHEI | |||||
Autonomy | 1.0 *** | GFI | 0.971 | >0.90 | |
Auto1 | 0.514 *** | AGFI | 0.923 | >0.90 | |
Auto2 | 0.515 *** | CFI | 0.996 | >0.90 | |
Auto3 | 0.588 *** | NFI | 0.980 | >0.90 | |
Auto4 | 0.538 *** | RMSEA | 0.028 | <0.07 | |
Auto5 | 0.449 *** | ||||
Auto6 | 0.402 *** | ||||
Risk-taking | 1.0 *** | 1.0 *** | 1.0 *** | 1.0 *** | |
0.439 *** | 0.706 *** | 0.702 *** | 0.616 *** | ||
0.618 *** | 0.769 *** | 0.871 *** | 0.362 *** | ||
0.633 | 0.818 *** | 0.792 *** | 0.501 *** | ||
RT1 | 0.439 *** | ||||
RT2 | 0.618 *** | ||||
RT3 | 0.633 | ||||
Innovativeness | 1.0 *** | ||||
Inn1 | 0.706 *** | ||||
Inn2 | 0.769 *** | ||||
Inn3 | 0.818 *** | ||||
Proactiveness | 1.0 *** | ||||
Pro1 | 0.702 *** | ||||
Pro2 | 0.871 *** | ||||
Pro3 | 0.792 *** | ||||
Competitive aggressiveness | 1.0 *** | ||||
CA1 | 0.616 *** | ||||
CA2 | 0.362 *** | ||||
CA3 | 0.501 *** |
Construct | Variables | Regression Weights | Standardized Weights | Goodness-of-Fit Indicators | ||
---|---|---|---|---|---|---|
FEO → EOHEI | 0.348 | 0.381 *** | GFI | 0.986 | >0.9 | |
Innovativeness → FEO | 1.000 | 1.115 *** | AGFI | 0.953 | >0.9 | |
Risk-taking → FEO | 0.269 | 0.301 *** | CFI | 0.994 | >0.9 | |
Proactivity → FEO | 0.558 | 0.561 *** | NFI | 0.983 | >0.9 | |
EOHEI | RMSEA | 0.045 | <0.07 | |||
Competitive aggressiveness → EOHEI | 0.785 | 0.590 *** | ||||
Proactiveness → EOHEI | 1.289 | 0.869 *** | 0.21 | |||
Innovativeness → EOHEI | 1.518 | 0.913 *** | ||||
Risk-Taking → EOHEI | 1.035 | 0.667 *** | ||||
Autonomy → EOHEI | 1.000 | 0.573 *** |
Path | Estimate Male | Estimate Female | Z-Score | Goodness-of-Fit Indicators | Acceptable Standard Fit | |||
---|---|---|---|---|---|---|---|---|
OrgEntr | ← | FacEntr | 0.504 *** | 0.004 | −1.97 ** | GFI | 0.971 | >0.90 |
F_RT | ← | FacEntr | 0.351 *** | 0.003 | −1.468 | AGFI | 0.904 | >0.90 |
F_Pro | ← | FacEntr | 0.786 *** | 0.005 | −2.389 ** | CFI | 0.986 | >0.90 |
Org_Comp | ← | OrgEntr | 0.729 *** | 0.716 *** | −0.054 | NFI | 0.967 | >0.90 |
Org_Pro | ← | OrgEntr | 1.143 *** | 1.399 *** | 0.850 | RMSEA | 0.048 | <0.07 |
Org_Innov | ← | OrgEntr | 1.317 *** | 2.088 *** | 1.698 * | |||
Org_RT | ← | OrgEntr | 1.005 *** | 0.891 *** | −0.496 |
Path | Estimate Master’s | Estimate Ph.D. | Z-Score | Goodness-of-Fit Indicators | Acceptable Standard Fit | |||
---|---|---|---|---|---|---|---|---|
OrgEntr | ← | FacEntr | 0.161 | 0.424 *** | 1.328 | GFI | 0.965 | >0.90 |
F_RT | ← | FacEntr | 0.352 | 0.233 *** | −0.427 | AGFI | 0.904 | >0.90 |
F_Pro | ← | FacEntr | 0.626 | 0.543 *** | −0.174 | CFI | 0.983 | >0.90 |
Org_Comp | ← | OrgEntr | 1.038 *** | 0.720 *** | −1.135 | NFI | 0.961 | >0.90 |
Org_Pro | ← | OrgEntr | 1.375 *** | 1.253 *** | −0.416 | RMSEA | 0.049 | <0.07 |
Org_Innov | ← | OrgEntr | 1.446 *** | 1.548 *** | 0.317 | |||
Org_RT | ← | OrgEntr | 1.152 *** | 0.976 *** | −0.656 |
Path | Estimate Exp1 | Estimate Exp2 | Z-Score | Goodness-of-Fit Indicators | Acceptable Standard fit | |||
---|---|---|---|---|---|---|---|---|
OrgEntr | ← | FacEntr | 0.009 | 0.625 *** | 3.353 *** | GFI | 0.982 | >0.90 |
F_RT | ← | FacEntr | 0.015 | 0.323 *** | 1.445 | AGFI | 0.905 | >0.90 |
F_Pro | ← | FacEntr | 0.030 | 0.755 *** | 1.785 * | CFI | 0.993 | >0.90 |
Org_Comp | ← | OrgEntr | 1.280 *** | 0.663 *** | −1.472 | NFI | 0.981 | >0.90 |
Org_Pro | ← | OrgEntr | 2.119 *** | 1.032 *** | −2.118 ** | RMSEA | 0.044 | <0.07 |
Org_Innov | ← | OrgEntr | 2.489 *** | 1.214 *** | −2.114 ** | |||
Org_RT | ← | OrgEntr | 1.627 *** | 0.858 *** | −2.077 ** |
Path | Estimate Bus | Estimate Eng | Z-Score | Goodness-of-Fit Indicators | Acceptable Standard Fit | |||
---|---|---|---|---|---|---|---|---|
OrgEntr | ← | FacEntr | 0.484 *** | 0.095 | −2.272 ** | GFI | 0.970 | >0.90 |
F_RT | ← | FacEntr | 0.317 *** | 0.149 | −0.888 | AGFI | 0.911 | >0.90 |
F_Pro | ← | FacEntr | 0.622 *** | 0.348 | −0.694 | CFI | 0.989 | >0.90 |
Org_Comp | ← | OrgEntr | 0.564 *** | 2.581 ** | 1.648 | NFI | 0.968 | >0.90 |
Org_Pro | ← | OrgEntr | 0.998 *** | 3.662 ** | 1.618 | RMSEA | 0.042 | <0.07 |
Org_Innov | ← | OrgEntr | 1.159 *** | 4.936 ** | 1.675 * | |||
Org_RT | ← | OrgEntr | 0.931 *** | 1.794 *** | 1.284 |
Path | Estimate Pub1 | Estimate Pub2 | Z-Score | Goodness-of-Fit Indicators | Acceptable Standard Fit | |||
---|---|---|---|---|---|---|---|---|
OrgEntr | ← | FacEntr | 0.254 *** | 0.774 ** | 1.349 | GFI | 0.978 | >0.90 |
F_RT | ← | FacEntr | 0.312 *** | 0.020 | −1.756 * | AGFI | 0.927 | >0.90 |
F_Pro | ← | FacEntr | 0.530 *** | 0.726 ** | 0.530 | CFI | 0.996 | >0.90 |
Org_Comp | ← | OrgEntr | 0.930 *** | 0.638 *** | −1.353 | NFI | 0.978 | >0.90 |
Org_Pro | ← | OrgEntr | 1.479 *** | 1.164 *** | −1.326 | RMSEA | 0.028 | <0.07 |
Org_Innov | ← | OrgEntr | 1.757 *** | 1.242 *** | −1.87 * | |||
Org_RT | ← | OrgEntr | 1.460 *** | 0.536 *** | −4.715 *** |
Path | Estimate Ind_Exp1 | Estimate Ind_Exp2 | Z-Score | Goodness-of-Fit Indicators | Acceptable Standard fit | |||
---|---|---|---|---|---|---|---|---|
OrgEntr | ← | FacEntr | 0.179 | 0.437 *** | 1.420 | GFI | 0.987 | >0.90 |
F_RT | ← | FacEntr | 0.302 * | 0.265 *** | −0.207 | AGFI | 0.922 | >0.90 |
F_Pro | ← | FacEntr | 0.380 * | 0.650 *** | 1.085 | CFI | 0.996 | >0.90 |
Org_Comp | ← | OrgEntr | 1.601 *** | 0.569 *** | −2.25 ** | NFI | 0.986 | >0.90 |
Org_Pro | ← | OrgEntr | 2.135 *** | 1.073 *** | −2.061 ** | RMSEA | 0.033 | <0.07 |
Org_Innov | ← | OrgEntr | 2.868 *** | 1.231 *** | −2.368 ** | |||
Org_RT | ← | OrgEntr | 1.553 *** | 0.869 *** | −2.098 ** |
Path | Estimate Cert1 | Estimate Cert2 | Z-Score | Goodness-of-Fit Indicators | Acceptable Standard Fit | |||
---|---|---|---|---|---|---|---|---|
OrgEntr | ← | FacEntr | 0.466 *** | 0.430 *** | −0.176 | GFI | 0.982 | >0.90 |
F_RT | ← | FacEntr | 0.670 *** | 0.222 *** | −2.262 ** | AGFI | 0.929 | >0.90 |
F_Pro | ← | FacEntr | 0.952 *** | 0.590 *** | −1.406 | CFI | 0.997 | >0.90 |
Org_Comp | ← | OrgEntr | 1.147 *** | 0.677 *** | −1.396 | NFI | 0.981 | >0.90 |
Org_Pro | ← | OrgEntr | 1.803 *** | 1.126 *** | −1.592 | RMSEA | 0.027 | <0.07 |
Org_Innov | ← | OrgEntr | 2.414 *** | 1.306 *** | −1.877 * | |||
Org_RT | ← | OrgEntr | 1.302 | 0.976 | −1.035 |
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Bani-Mustafa, A.; Toglaw, S.; Abidi, O.; Nimer, K. Do Individual Factors Affect the Relationship between Faculty Intrapreneurship and the Entrepreneurial Orientation of Their Organizations? Economies 2021, 9, 199. https://doi.org/10.3390/economies9040199
Bani-Mustafa A, Toglaw S, Abidi O, Nimer K. Do Individual Factors Affect the Relationship between Faculty Intrapreneurship and the Entrepreneurial Orientation of Their Organizations? Economies. 2021; 9(4):199. https://doi.org/10.3390/economies9040199
Chicago/Turabian StyleBani-Mustafa, Ahmed, Sam Toglaw, Oualid Abidi, and Khalil Nimer. 2021. "Do Individual Factors Affect the Relationship between Faculty Intrapreneurship and the Entrepreneurial Orientation of Their Organizations?" Economies 9, no. 4: 199. https://doi.org/10.3390/economies9040199
APA StyleBani-Mustafa, A., Toglaw, S., Abidi, O., & Nimer, K. (2021). Do Individual Factors Affect the Relationship between Faculty Intrapreneurship and the Entrepreneurial Orientation of Their Organizations? Economies, 9(4), 199. https://doi.org/10.3390/economies9040199