Increasing Income Generation: The Role of Staff Participation and Awareness
Abstract
:1. Introduction
2. Literature Review and Research Hypotheses Development
2.1. Resources Dependence Theory
2.2. Staff Awareness
2.3. Staff Participation
2.4. Top Management Support
3. Methods
3.1. Research Design
3.2. Population and Research Sample
3.3. Research Variables
3.4. Data Collection and Analysis Methods
4. Results and Discussion
4.1. Results
4.1.1. Measurement Model
4.1.2. Hypotheses Testing
4.2. Discussion
4.2.1. Staff Awareness Influences on Income-Generating Performance
4.2.2. Staff Participation Influences on Income-Generating Performance
4.2.3. Staff Awareness Influences Top Management Support
4.2.4. Staff Participation Influences Top Management Support
4.2.5. Top Management Support Influences on Income-Generating Performance
4.2.6. Top Management Mediate the Staff Awareness of Income-Generating Performance
4.2.7. Top Management Support Mediate the Staff Participation in Income-Generating Performance
5. Conclusions
Author Contributions
Funding
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Construct | AVE | Cronbach’s Alpha | Composite Reliability |
---|---|---|---|
Staff Awareness | 0.599 | 0.916 | 0.930 |
Staff Participation | 0.762 | 0.728 | 0.865 |
Top Management Support | 0.691 | 0.963 | 0.967 |
Income-Generating Performance | 0.732 | 0.972 | 0.967 |
Staff Awareness | Staff Participation | Top Management Support | Income-Generating Performance | |
---|---|---|---|---|
Staff Awareness | 0.774 | |||
Staff Participation | 0.066 | 0.873 | ||
Top Management Support | 0.764 | −0.084 | 0.832 | |
Income-Generating Performance | 0.595 | −0.086 | 0.785 | 0.855 |
Staff Awareness | Staff Participation | Top Management Support | Income-Generating Performance | |
---|---|---|---|---|
Staff Awareness | - | |||
Staff Participation | 0.138 | - | ||
Top Management Support | 0.820 | 0.119 | - | |
Income-Generating Performance | 0.812 | 0.162 | 0.633 | - |
No | Model Fit and Quality Indices | Fit Criteria | Results | Notes |
---|---|---|---|---|
1. | Average Path Coefficient (APC) | p = 0.002 | 0.335 p < 0.001 | Accepted |
2. | Average R-squared (ARS) | p < 0.001 | 0.624 p < 0.001 | Accepted |
3. | Average adjusted R-squared (AARS) | p < 0.001 | 0.616 p < 0.001 | Accepted |
4. | Average block VIF (AVIF) | Accepted if ≤5, ideally ≤ 3.3 | 1.629 | Ideal |
5. | Average full collinearity VIF (AFVIF) | Accepted if ≤5, ideally ≤ 3.3 | 2.617 | Accepted |
6. | Tenenhaus GoF (GoF) | small ≥ 0.1, medium ≥ 0.25, large ≥ 0.36 | 0.722 | Large, Accepted |
7. | Sympson’s Paradox Ratio (SPR) | Accepted if ≥0.7, ideally = 1 | 1.000 | Accepted |
8. | R-squared Contribution Ratio (RSCR) | Accepted if ≥0.9, ideally = 1 | 1.000 | Accepted |
9. | Statistical Suppression Ratio (SSR) | Accepted if ≥0.7 | 1.000 | Accepted |
10. | Nonlinear Bivariate Causality Direction Ratio (NLBCDR) | Accepted if ≥0.7 | 1.000 | Accepted |
Hypothesis | Relationship between Variables | Path Coeff. | p-Values | Notes | ||
---|---|---|---|---|---|---|
Explanatory Variable | > | Responded Variable | ||||
H1 | Staff Awareness (SA) | > | Income-Generating Performance (IGP) | −0.01 | 0.46 | Rejected |
H2 | Staff Participation (SP) | > | Income-Generating Performance (IGP) | −0.09 | 0.17 | Rejected |
H3 | Staff Awareness (SA) | > | Top Management Support (TMS) | 0.77 | <0.01 | Accepted |
H4 | Staff Participation (SP) | > | Top Management Support (TMS) | −0.13 | 0.10 | Rejected |
H5 | Top Management Support (TMS) | > | Income-Generating Performance (IGP) | 0.77 | <0.01 | Accepted |
Hypothesis | Relationship between Variables | Path Coeff. | p-Values | Notes | ||||
---|---|---|---|---|---|---|---|---|
Explanatory Variable | > | Intervening Variable | > | Response Variable | ||||
H6 | Staff Awareness (SA) | > | Top Management Support (TMS) | > | Income-Generating Performance (IGP) | 0.595 | <0.01 | Accepted |
H7 | Staff Participation (SP) | > | Top Management Support (TMS) | > | Income-Generating Performance (IGP) | −0.094 | 0.078 | Rejected |
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Mahmud, A.; Susilowati, N.; Anisykurlillah, I.; Sari, P.N. Increasing Income Generation: The Role of Staff Participation and Awareness. Int. J. Financial Stud. 2023, 11, 25. https://doi.org/10.3390/ijfs11010025
Mahmud A, Susilowati N, Anisykurlillah I, Sari PN. Increasing Income Generation: The Role of Staff Participation and Awareness. International Journal of Financial Studies. 2023; 11(1):25. https://doi.org/10.3390/ijfs11010025
Chicago/Turabian StyleMahmud, Amir, Nurdian Susilowati, Indah Anisykurlillah, and Puji Novita Sari. 2023. "Increasing Income Generation: The Role of Staff Participation and Awareness" International Journal of Financial Studies 11, no. 1: 25. https://doi.org/10.3390/ijfs11010025
APA StyleMahmud, A., Susilowati, N., Anisykurlillah, I., & Sari, P. N. (2023). Increasing Income Generation: The Role of Staff Participation and Awareness. International Journal of Financial Studies, 11(1), 25. https://doi.org/10.3390/ijfs11010025