The Contribution of Sustainable Tourism to Economic Growth and Employment in Pakistan
Abstract
:1. Introduction
Tourism in South Asia
2. Development Theories
Empirical Literature Review and Hypotheses
3. Research Methods
Data and Variables
4. Results
4.1. Descriptive Statistics and Correlation Matrix
4.2. Unit Root Test Results
4.3. Regression Analysis Technique
Model Specification
4.4. Findings of Cointegration Test
5. Discussion
6. Policy Implications, Limitations, and Future Research Direction
7. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Variables | Mean | Std. Dev. | Min | Max | 1 | 2 | 3 |
---|---|---|---|---|---|---|---|
EMP | 6.538 | 0.938 | 4.5 | 7.67 | 1 | ||
GDP | 9.749 | 3.701 | 2.5 | 13.9 | 0.202 | 1 | |
Tour_g | 11.78 | 0.999 | 10 | 13.8 | 0.392 * | 0.727 ** | 1 |
Variable | ADF Level | PP Level |
---|---|---|
GDP | −2.210278 | −2.450704 |
EMP | −4.871852 | −4.922699 |
Tour_g | −3.740363 | −3.793420 |
Variable | ADF Level | PP Level |
---|---|---|
ΔGDP | −5.826917 (0.0004) | −5.903267 (0.0004) |
ΔEMP | −10.34191 (0.000) | −14.01308 (0.000) |
ΔTour_g | −9,125,041 (0.000) | −9.842097 (0.000) |
Dependent Variable: ΔGDP | ||||
---|---|---|---|---|
Variable | Coefficient | Std. Error | t-Statistic | Prob. |
C | −21.95028 | 6.134822 | −3.577981 | 0.0015 |
ΔTour_g | 2.690465 | 0.518887 | 5.185067 | 0.0000 |
R-squared | 0.528348 | Durbin Watson | 1.330163 | |
F-statistic | 26.88492 | Prob (F-statistic) | 0.000026 |
Dependent Variable: ΔEMP | ||||
---|---|---|---|---|
Variable | Coefficient | Std. Error | t-Statistic | Prob. |
C | 2.206832 | 2.083572 | 1.059158 | 0.3001 |
ΔTour_g | 0.367638 | 0.17623 | 2.08613 | 0.0478 |
R-squared | 0.153497 | Durbin Watson | 0.40489 | |
F-statistic | 4.351938 | Prob (F-statistic) | 0.047768 |
Unrestricted Cointegration Rank Test (Trace) | ||||
---|---|---|---|---|
Hypothesized | Trace | 0.05 | ||
No. of CE(s) | Eigenvalue | Statistic | Critical Value | Prob.** |
None * | 0.974991 | 94.64275 | 29.79707 | 0.0000 |
At most 1 * | 0.456825 | 17.18381 | 15.49471 | 0.0276 |
At most 2 * | 0.187754 | 4.366994 | 3.841466 | 0.0366 |
Trace test indicates 3 cointegrating eqn(s) at the 0.05 level | ||||
* denotes rejection of the hypothesis at the 0.05 level | ||||
** MacKinnon–Haug–Michelis (1999) p-values | ||||
Unrestricted Cointegration Rank Test (Maximum Eigenvalue) | ||||
Hypothesized | Max-Eigen | 0.05 | ||
No. of CE(s) | Eigenvalue | Statistic | Critical Value | Prob.** |
None * | 0.974991 | 77.45894 | 21.13162 | 0.0000 |
At most 1 | 0.456825 | 12.81681 | 14.26460 | 0.0836 |
At most 2 * | 0.187754 | 4.366994 | 3.841466 | 0.0366 |
Max-eigenvalue test indicates 1 cointegrating eqn(s) at the 0.05 level | ||||
* denotes rejection of the hypothesis at the 0.05 level | ||||
** MacKinnon–Haug–Michelis (1999) p-values |
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Manzoor, F.; Wei, L.; Asif, M.; Haq, M.Z.u.; Rehman, H.u. The Contribution of Sustainable Tourism to Economic Growth and Employment in Pakistan. Int. J. Environ. Res. Public Health 2019, 16, 3785. https://doi.org/10.3390/ijerph16193785
Manzoor F, Wei L, Asif M, Haq MZu, Rehman Hu. The Contribution of Sustainable Tourism to Economic Growth and Employment in Pakistan. International Journal of Environmental Research and Public Health. 2019; 16(19):3785. https://doi.org/10.3390/ijerph16193785
Chicago/Turabian StyleManzoor, Faiza, Longbao Wei, Muhammad Asif, Muhammad Zia ul Haq, and Hafiz ur Rehman. 2019. "The Contribution of Sustainable Tourism to Economic Growth and Employment in Pakistan" International Journal of Environmental Research and Public Health 16, no. 19: 3785. https://doi.org/10.3390/ijerph16193785
APA StyleManzoor, F., Wei, L., Asif, M., Haq, M. Z. u., & Rehman, H. u. (2019). The Contribution of Sustainable Tourism to Economic Growth and Employment in Pakistan. International Journal of Environmental Research and Public Health, 16(19), 3785. https://doi.org/10.3390/ijerph16193785