HOW PRODUCTIVITY, CAPITAL INVESTMENT, EMPLOYMENT, HUMAN CAPITAL AND ENERGY ARE AFFECTING ECONOMIC GROWTH IN MOROCCO? AN ARDL, FMOLS, DOLS AND CCR APPROACHES
DOI:
https://doi.org/10.2478/eoik-2024-0040Keywords:
productivity, investment, employment, human capital, energy, growth, MoroccoAbstract
This paper aims to scrutinize the effects of; productivity, capital investment, human capital, employment and energy intensity; on economic growth in Morocco under the Energy-augmented Cobb Douglas production function (CDPF) framework, using extended data from 1965 to 2022. The ADF unit root test confirmed the existence of cointegration among variables, then, the ARDL BTA/ECM model proved the presence of long-term relationship within, in which the explanatory variables progress all together positively and proportionally to generate economic growth, just as stipulate the standard CDPF. The outputs reliability was validated by FMOLS, DOLS, and CCR tests. Results implies that an additional unit in GDP corresponds, in terms of units to, 1.87 in productivity level, 0.12 in capital investment, 4.19 in of human capital, 0.98 in labor force and 2.52 in energy intensity, that Moroccan economy is human capital intensive unlike when it comes to physical capital. In the light of this findings, we think that Morocco should accelerate its industrial transition, proceed to a large modernization and mechanisation of its agriculture in order to inspire more productivity to its entire economy, keep acting in the sense of more structural reforms to improve the business environment, share out the public spending equitably following two dimensions, physical by upgrading local infrastructure to attract more investments, human by promoting human capital through education and social protection.
References
A. A. Kilishi & H. I. Mobolaji & M. A. Yaru & A. T. Yakubu., (2013). Institutions and Economic Performance in Sub-Saharan Africa: A Dynamic Panel Data Analysis. Journal of African Development. African Finance and Economic Association (AFEA), vol. 15(2), 91-120. https://doi.org/10.5325/jafrideve.15.2.0091
Abadli, Riad & Bakour, Chafik & Yassine, Abahamid. (2022). The impact of FDI on economic growth: an empirical study of Moroccan FDI. International Journal of Applied Management Science. 14. 246. https://doi.org/10.1504/IJAMS.2022.10050103
Apostolov, M. (2016). Effects of Foreign Direct Investments. Evidence from Southeast Europe. Cuadernos de Economía, 39, 99-111. https://doi.org/10.1016/j.cesjef.2015.10.003
Ariani, M. ., Tamara, D. ., Rosviliana Malik, A. ., & Caisar Darma, D. . (2024). With job satisfaction or not? The role of job satisfaction in the relationship between training and rewards on employee productivity. ECONOMICS- Innovative and Economics Research Journal, 12(3), 227-254 https://sciendo.com/article/10.2478/eoik-2024-0035
Asli, H.E., Azeroual, M. (2023), Impact of social public expenditure on the formation of human capital: the case of Morocco. Revue Française d’Economie et de Gestion, 4 (7). https://hal.science/hal-04468982
Azeroual, M. (2016). Investissements directs étrangers au Maroc : impact sur la productivité totale des facteurs selon le pays d’origine (1980-2012). Africa Development / Afrique et Développement, 41(1), 191–213. http://www.jstor.org/stable/90001839
Bansal, Sanchita & Sharma, Gagan & Rahman, Mohammad & Yadav, Anshita & Garg, Isha. (2021). Nexus between environmental, social and economic development in South Asia: evidence from econometric models. Heliyon. 7. https://doi.org/10.1016/j.heliyon.2021.e05965
Başeğmez, Hülya. (2021). A STUDY ON ESTIMATION OF COBB – DOUGLAS PRODUCTION FUNCTION FOR DEVELOPING COUNTRIES. Journal of Research in Business. 6. 54-68. https://doi.org/10.29228/JRB.3
Bera,A.K., & Jarque, C. M. (1981). Efficient tests for normality, homoscedasticity and serial independence of regression residuals.Economics Letters, 7(4), 313 -318. https://doi.org/10.1016/0165-1765(81)90035-5
Bergeaud, Antonin & Cette, Gilbert & Lecat, Remy. (2017). Total Factor Productivity in Advanced Countries: A Longterm Perspective. International Productivity Monitor. https://doi.org/10.1111/roiw.12185
Besanko, D., & Braeutigam, R. R. (2010). Microeconomics. (4th ed.) John Wiley & Sons. https://faculty.ksu.edu.sa/sites/default/files/David%20Besanko%2C%20Ronald%20
Braeutigam%20-%20Microeconomics-Wiley%20%282020%29.pdf
Bonett, D. G., Wright, T. A. (2000). Sample size requirements for estimating Pearson, Kendall and Spearman correlations. Psychometrika, 65(1), 23–28. https://doi.org/10.1007/BF02294183
Božanić, D., Tešić, D., Puška, A., Štilić, A., and Muhsen, Y. R., (2023). Ranking challenges, risks and threats using Fuzzy Inference System. Decision Making Applications in Management and Engineering, 6(2), 933–947. https://doi.org/10.31181/dmame622023926
Breusch, T.S. and Pagan, A.R. (1979) A Simple Test for Heteroscedasticity and Random Coefficient Variation.Econometrica,47,1287-1294. http://dx.doi.org/10.2307/1911963
Brockway, P. E., Saunders, H., Heun, M. K., Foxon, T. J., Steinberger, J. K., Barrett, J. R., Sorrell, S. (2017). Energy rebound as a potential threat to a low-carbon future: Findings from a new exergy-based national level rebound approach. Energies, 10(51), 1–24. https://doi.org/10.3390/en10010051
Brown, R.L., Durbin, J. and Evans, J.M. (1975). Techniques for Testing the Constancy of Regression Relationships over Time. Journal of the Royal Statistical Society. Series B (Methodological), 37, 149-192. https://doi.org/10.1111/j.2517-6161.1975.tb01532.x
Candea, S., Rozalia Gabor, M., and Veres, C. (2023). Blending One-Piece Flow and layout optimization in automotive industry. A case study. Collection of papers new economy, 1, 234–243. https://doi.org/10.61432/CPNE0101234c
Cardarelli, Roberto, and Taline Koranchelian, eds.( 2023). Morocco’s Quest for Stronger and Inclusive Growth. Washington, DC: International Monetary Fund. https://www.elibrary.imf.org/downloadpdf/book/9798400225406/front-1.pdf
Chetty, P. (2018). Auto regressive distributed lag model (ARDL) and its advantages. https://www.projectguru.in/auto-regressive-distributed-lag-model-ardl/
Cheng, M., Han, Y.(2017). Application of a new superposition CES production function model. Journal of Systems Science and Information, 5(5), 462–472. https://doi.org/10.21078/JSSI-2017-462-11
Cheung, Y.-W. and Lai, K.S. (1995). Lag Order and Critical Values of the Augmented Dickey-Fuller Test. Journal of Business & Economic Statistics, 13, 277-280. https://doi.org/10.1080/07350015.1995.10524601
Daly, P., Olson, E., & Douglas, P. H. (1943). The production function for manufacturing in the United States. Journal of Political Economy, 51(1), 61–65. https://doi.org/10.1086/255987
Dasgupta, P.S., Heal, G.M., (1979). Economic Theory and Exhaustible Resource. Cambridge UniversityPress, Cambridge. https://www.jstor.org/stable/2296369?origin=JSTOR-pdf
David E Giles, Some Questions About ARDL Models, Econometrics Beat: Dave Giles’ Blog, Wednesday, June 11, 2014, https://davegiles.blogspot.com/2014/06/some-questions-about-ardl-models.html
Doan, Tom & Edgerton, David & Wells, Curt. (1994). Critical Values for the CUSUMSQ Statistic in Medium and Large Sized Samples. Oxford Bulletin of Economics and Statistics. 56. 355-65. https://doi.org/10.1111/j.1468-0084.1994.mp56003007.x
Dickey, D. & Fuller, Wayne. (1979). Distribution of the Estimators for Autoregressive Time Series With a Unit Root. JASA. Journal of the American Statistical Association. 74. https://doi.org/10.2307/2286348
El Asli , H. et Azeroual , M. 2023. L’impact des dépenses publiques sociales sur la formation du capital humain : cas du Maroc. Revue Française d’Economie et de Gestion. 4, 7 (juill. 2023). https://hal.science/hal-04468982
El Asli, H., & Azeroual, M. (2023). Le secteur éducatif privé au Maroc : déterminants d’investissement, rentabilité et résilience face aux crises. African Scientific Journal, Vol 3(N° 20), 218. https://doi.org/10.5281/zenodo.8402869
Ellul, L., Ellul, K., Baldacchino, P. J., Tabone, N., and Grima, S. (2023). Impact of COVID-19 on Audit Risk Assessment Procedures: Insights from Malta. Journal of Corporate Governance, Insurance, and Risk Management, 10(2), 96-117. https://doi.org/10.56578/jcgirm100201
Ezzahid, Elhadj & Nihou, Abdelaziz., (2017). Capital deepening and efficiency in Morocco. MPRA Paper 82143, University Library of Munich, Germany. https://ideas.repec.org/p/pra/mprapa/82143.html
Feenstra et al. (2015), Penn World Table (2021) – with major processing by Our World in Data. “GDP per capita – Penn World Table” [dataset]. Feenstra et al. (2015), Penn World Table (2021), “Penn World Table” [original data]. Retrieved July 8, 2024. https://ourworldindata.org/grapher/gdp-per-capita-penn-world-table
Fraser, I. (2002), The Cobb-Douglass production function: A antipodean defence? Part 1. Economic Issues, 7, 39-58. https://www.economicissues.org.uk/Files/2002/102eFraser.pdf
Gemmell, Norman and Kneller, Richard and Sanz, Ismael, Does the Composition of Government Expenditure Matter for Long-Run GDP Levels? (August 1, 2014). Victoria University of Wellington Public Finance Working Paper No. 10, http://dx.doi.org/10.2139/ssrn.2484917
Godfrey, L. G. (1978). Testing for Multiplicative Heteroscedasticity. Journal of Econometrics, 8, 227– 236. https://doi.org/10.1016/0304-4076(78)90031-3
Granger, C. W. J. (1969). Investigating Causal Relations by Econometric Models and Cross-Spectral Methods. Econometrica, 37, 424-438. https://doi.org/10.2307/1912791
Gulvira, A., Ainash, M., Sagynysh, M., Meiramgul, A., and Aliya, K. (2024). The Impact of Female Entrepreneurship on Economic Growth in Developing and Developed Economies. ECONOMICS- Innovative and Economics Research Journal, 12(2), 145–162. https://doi.org/10.2478/eoik-2024-0016
Gunn, G. T., Douglas, P. H. (1941). The production function for american manufacturing for 1919. The American Economic Review, 31(1), 67–80. https://doi.org/10.1086/255908
Hamizah Abdul Halim/Nor Hidayah Harun et. al. (2020). The effects of capital, labor and electricity consumption on economic growth in Malaysia. In: International Journal of Energy Economics and Policy 10 (6), S. 305 - 309. https://doi.org/10.32479/ijeep.10034
Hamit-Haggar, M. (2012). Greenhouse gas emissions, energy consumption and economic growth: A panel cointegration analysis from Canadian industrial sector perspective, Energy Economics, Vol. 34, No. 1, 358–364. https://doi.org/10.1016/j.eneco.2011.06.005
Haouas, A. (2024). Sources of Algeria’s economic growth: 1979-2019 : augmented growth accounting framework and growth regression method. Regional science policy and practice : RSPP, 16(3) https://doi.org/10.1111/rsp3.12448.
Hardi, I. & Idroes, G. M. & Zulham, T. & Suriani, S. & Saputra, J. (2023). Economic Growth, Agriculture, Capital Formation and Greenhouse Gas Emissions in Indonesia: FMOLS, DOLS and CCR Applications. Ekonomikalia Journal of Economics. 1. 2023. https://doi.org/10.60084/eje.v1i2.109
HCP. (2016) .Étude sur le rendement du Capital Physique au Maroc. Centre National de Documentation. Haut Commissariat au Plan, Royaume du Maroc. https://www.hcp.ma/attachment/2235607/
HCP. (2017). PROJECTIONS DE LA POPULATION ET DES MENAGES 2014-2050. Centre d’Etudes et de Recherches Démographiques. Haut Commissariat au Plan, Royaume du Maroc. https://www.hcp.ma/file/231895/
Imeni, M., Bao, Z. K., and Nozick, V. (2024). Multiscale Partial Correlation Analysis of Tehran Stock Market Indices: Clustering and Inter-Index Relationships. Journal of Operational and Strategic Analytics, 2(1), 1-10. https://doi.org/10.56578/josa020101
Kao, C. (1999). Spurious regression and residual-based tests for cointegration in panel data. Journal of Econometrics, Vol. 90, No. 1, 1–44. https://doi.org/10.1016/S0304-4076(98)00023-2
Karl Pearson F.R.S. . (1901). LIII. On lines and planes of closest fit to systems of points in space. The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science, 2(11), 559–572. https://doi.org/10.1080/14786440109462720
Khatun T., Afroze S. (2016). Relationship between real GDP and Labor and Capital by applying the Cobb-Douglas production function: a comparative analysis among selected Asian Countries. Journal of Business Studies, XXXVII, 1, 113-129. https://journal.library.du.ac.bd/index.php/DUBS/article/view/2213/2053&hl=en&sa=T&oi=gsb-ggp&ct=res&cd=0&d=2699141068330613509&ei=JbPAZtqiB6LFy9YPluOPqAg&scisig=AFWwaebHW5O0O2inH_GA3P6MaHo1
Keen, S., Ayres, R. U., Standish, R. (2019). A Note on the Role of Energy in Production. Ecological Economics, 157, 40–46. https://doi.org/10.1016/j.ecolecon.2018.11.002
Kripfganz, S. & Schneider, D. (2018). Response surface regressions for critical value bounds and approximate p-values in equilibrium correction models. Oxford Bulletin of Economics and Statistics, vol. 82(6), 1456-1481. https://doi.org/10.1111/obes.12377
Kripfganz, S., & Schneider, D. C. (2023). ardl: Estimating autoregressive distributed lag and equilibrium correction models. The Stata Journal, 23(4), 983-1019. https://doi.org/10.1177/1536867X231212434
Kümmel, R., Ayres, R. Lindenberger, D. (2010). Thermodynamic laws, economic methods and the productive power of energy. Journal of Non-Equilibrium Thermodynamics, 35(2), 145-179. https://doi.org/10.1515/jnetdy.2010.009
Kummel, R., Strassl, W., Gossner, A., Eichhorn, W., (1985). Technical progress and energy dependent production functions. Journal of Economics,45 (3), 285 – 311. https://doi.org/10.1007/BF01282565
Kwiatkowski, D., Phillips, P. C. B., Schmidt, P., Shin, Y. (1992). Testing the null hypothesis of stationarity against the alternative of a unit root: How sure are we that economic time series have a unit root? Journal of Econometrics, 54(1-3), 159–178. https://doi.org/10.1016/0304-4076(92)90104-Y
Ladnar, N, Harder, D., Palomo, R., and Alexander Zureck (2023). Impact of Corporate Venture Capital on Digital Business Transformation: A Case Study in Germany. Journal of Intelligent Management Decision, 2(2), 85-104. https://doi.org/10.56578/jimd020205
Lau, L. (1986). “Functional Forms of Econometric Model Building In Griliches, Z. And Intriligator, M.D. eds., Handbook of Econometrics, V.3, pp.1513-1566. https://doi.org/10.1016/S1573-4412(86)03006-4
Lucas, R. (1988) On the Mechanics of Economic Development. Journal of Monetary Economics, 22, 3-42. http://doi.org/10.1016/0304-3932(88)90168-7
Mallik, G. (2008). Foreign Aid and economic growth: A cointegration analysis of the six poorest African countries. Economic Analysis and Policy, 38(2), 2. https://doi.org/10.1016/S0313-5926(08)50020-8
Mauricio, Jose Alberto, (2008). Computing and using residuals in time series models. Computational Statistics Data Analysis, Elsevier, vol. 52(3), 1746-1763, January. https://doi.org/10.1016/j.csda.2007.05.034
Miller, E. (2008), An Assessment of CES and Cobb-Douglass Production Functions. http://www.cbo.gov
Mixon, Wilson & Sockwell, William. (2007). The Solow Growth Model. Journal of Economic Education. 38. 483-483. https://doi.org/10.3200/JECE.38.4.483
Mohamed Abdelbasset Chemingui, (2005). PRODUCTIVITY PERFORMANCE IN DEVELOPING COUNTRIES Country Case studies Morocco, UNIDO. https://downloads.unido.org/ot/48/53/4853463/TYPE_Productivity_performance_in_DCs_Morocco.pdf
Mohamed, K., Abdelmonem, L. & Aboelsoud, E. M. (2023). Modeling economic growth factors in Egypt: A quantile regression approach. Heliyon. 9. e13143. https://doi.org/10.1016/j.heliyon.2023.e13143
MVA Consultancy (2008), ‘Robust Foundations: Econometric Analysis of Long Time Series Rail Passenger Demand Aggregates’, November, Appendix C. https://assets.publishing.service.gov.uk/media/5a7897bbed915d0422063d2a/modelspecification.pdf
Narayan, Paresh. (2005). The Saving and Investment Nexus for China: Evidence From Cointegration Tests. Applied Economics. 37. 1979-1990. https://doi.org/10.1080/00036840500278103
Nkoro, E. and Uko, A.K. (2016) Autoregressive Distributed Lag (ARDL) CointegrationTechnique: Application and Interpretation. Journal of Statistical and Econometric Methods, 5, 63-91. https://www.scienpress.com/Upload/JSEM/Vol%205_4_3.pdf
Nounou, Hamid & Karim, Mohamed & Dar, Mohamed & Zerrab, Fatima. (2023). Public Investment and Economic Growth in Morocco: An Econometric Analysis Using the ARDL Model. International Journal of Economics and Finance. 15. 126. https://doi.org/10.5539/ijef.v15n9p126
Ogochukwu Theresa Ugwunna and Kenneth Onyebuchi Obi, PhD (2023). IS THERE EVIDENCE OF CONVERGENCE IN SUB-SAHARAN AFRICA? International Journal of Education and Social Science Research (IJESSR) 6 (2): 221-229 Article No. 763, Sub Id 1217. https://doi.org/10.37500/IJESSR.2023.6220
Oliinyk, A. (2024). Comparative Study of Digitalization Impact on Global Goods and Services Markets in Advanced and Developing Economies. ECONOMICS- Innovative and Economics Research Journal, 12(2), 195–218. https://doi.org/10.2478/eoik-2024-0026
Omir, A., Adambekova, A., Khishauyeva, Z., Zhanibekova, G. & Amankeldi, N. (2024). The influence of the capital market (financial instruments) on economic growth in Kazakhstan and cis countries. ECONOMICS- Innovative and Economics Research Journal, 12(1), 227–239. https://doi.org/10.2478/eoik-2024-0010
Oryani, Bahareh & Koo, Yoonmo & Rezania, Shahabaldin & Shafiee, Afsaneh. (2021). Investigating the asymmetric impact of energy consumption on reshaping future energy policy and economic growth in Iran using extended Cobb-Douglas production function. Energy. Elsevier 216(C). https://doi.org/10.1016/j.energy.2020.119187
Pahlavani, Mosayeb & Wilson, Edgar & Worthington, Andrew. (2005). Trade-GDP Nexus in Iran: An Application of the Autoregressive Distributed Lag (ARDL) Model. Faculty of Commerce - Papers. 2. https://doi.org/10.3844/ajassp.2005.1158.1165
Park, J. Y. (1992). Canonical Cointegrating Regressions. Econometrica, 60(1), 119–143. https://doi.org/10.2307/2951679
Pattak, Dulal Chandra & Tahrim, Farian & Salehi, Mahdi & Chandra Voumik, Liton & Akter, Salma & Ridwan, Mohammad & Sadowska, Beata & Zimon, Grzegorz. (2023). The Driving Factors of Italy’s CO2 Emissions Based on the STIRPAT Model: ARDL, FMOLS, DOLS, and CCR Approaches. Energies. 16. 5845. https://doi.org/10.3390/en16155845
Pesaran, M. H. & Shin, Y. & Smith, R. J., (1996).Testing for the ‘Existence of a Long-run Relationship. Cambridge Working Papers in Economics 9622, Faculty of Economics, University of Cambridge. https://ideas.repec.org/p/cam/camdae/9622.html
Pesaran, Hashem & Shin, Yongcheol. (1998). An Autoregressive Distributed Lag Modeling Approach to Co-integration Analysis. Econometncs and Economic Theory in the 20st Century: The Ragnar Frisch Centennial Symposium. https://www.cambridge.org/core/books/abs/econometrics-and-economic-theory-in-the-20thcentury/an-autoregressive-distributedlag-modelling-approach-to-cointegration-analysis/0A3624D5C624BED6E2A963190403653A
Pesaran, M.H., Shin, Y. and Smith, R.J. (2001). Bounds Testing Approaches to the Analysis of Level Relationships. Journal of Applied Econometrics, 16, 289-326. https://doi.org/10.1002/jae.616
Phillips, P. C. B., and Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, Vol. 75, No. 2, 335–346. https://doi.org/10.1093/biomet/75.2.335
Puška, A., Maksimović, A., and Stojanović, I. (2019). Improving organizational learning by sharing information through innovative supply chain in agro-food companies from Bosnia and Herzegovina. Operational Research in Engineering Sciences: Theory and Applications, 1(1), 76–90. https://doi.org/10.31181/oresta19012010175p
Ramsey, J.B. (1969) Tests for Specification Errors in Classical Linear Least Squares Regression Analysis. Journal of the Royal Statistical Society: Series B, 31, 350-371. https://doi.org/10.1111/j.2517-6161.1969.tb00796.x
SCDM. (2021). The new development model: summary of the SCDM’s general report. https://csmd.ma/documents/Summary.pdf
Sekkat, Khalid. (2007). Sources of Growth in Morocco: An Emperical Analysis in a Regional Perspective. Review of Middle East Economics and Finance. 2. 1-1. https://doi.org/10.2202/1475-3693.1017
Schneider, Daniel & Kripfganz, Sebastian. (2018). ardl - Stata Module for Autoregressive Distributed Lag model estimation,” Statistical Software Components S458528, Boston College Department of Economics. https://www.stata.com/meeting/chicago16/slides/chicago16_kripfganz.pdf
Sebastian Kripfganz & Daniel C. Schneider, 2022. “ardl: Estimating autoregressive distributed lag and equilibrium correction models,” TUPD Discussion Papers 18, Graduate School of Economics and Management, Tohoku University. https://ideas.repec.org/p/boc/usug18/09.html
Serikkyzy, A., Bakirbekova, A., Baktymbet, S., Yelshibayev, R., & Baktymbet, A. (2024). Foreign direct investment and economic development: an international perspective. ECONOMICS- Innovative and Economics Research Journal, 12(2), 97–111. https://doi.org/10.2478/eoik-2024-0012
Solow, R.M. (1974) Intergenerational Equity and Exhaustible Resources. Review of Economic Studies, 41, 9-45. https://dx.doi.org/10.2307/2296370
Solow, Robert M. (February 1956). A contribution to the theory of economic growth. Quarterly Journal of Economics. 70 (1): 65-94. https://doi.org/10.2307/1884513
Stepanenko, S., Kryukova, I., Khalin, S., and Podsokha, A. (2023). Inclusive investment in the sustainable development of the agricultural sector and rural areas of Ukraine. Collection of papers new economy, 1, 75-88. https://doi.org/10.61432/CPNE0101075s
Stiglitz JE., (1974) .Growth with Exhaustible Natural Resources: The Competitive Economy. The Review of Economic Studies, 41 (5): 139–52. https://doi.org/10.2307/2296378
Stiglitz, J.E., (1979). A neoclassical analysis of the economics of natural resources. In V.K. Smith (Ed.),Scarcity and Growth Reconsidered. RFF and Johns Hopkins Press, Baltimore, MD. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=250334
Stock, J. H., and Watson, M. W. (1993). A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems, Econometrica, Vol. 61, No. 4, 783. https://doi.org/10.2307/2951763
T. W. Swan, (1956). “ECONOMIC GROWTH and CAPITAL ACCUMULATION,” The Economic Record, The Economic Society of Australia, vol. 32(2), 334-361, November.334–361. https://doi.org/10.1111/j.1475-4932.1956.tb00434.x
Uzawa, H. (1965). Optimum Technical Change in Aggregative Model of Economic Growth. International Economic Review, 6, 18-31.https://doi.org/10.2307/2525621
Wendner, Ronald. (2008). Consumption Externalities and Pigouvian Ranking -- A Generalized Cobb-Douglas Example. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.1127374
World Bank. (2023). The World Bank Group’s Engagement in Morocco, Fiscal Years 2011–21. Country Program Evaluation. Independent Evaluation Group. Washington, DC: World Bank. chapter-1-introduction. https://documents1.worldbank.org/curated/en/099445305182323280/pdf/SECBOS0941e8cb0520b7060244f58dca781.pdf
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