HOW PRODUCTIVITY, CAPITAL INVESTMENT, EMPLOYMENT, HUMAN CAPITAL AND ENERGY ARE AFFECTING ECONOMIC GROWTH IN MOROCCO? AN ARDL, FMOLS, DOLS AND CCR APPROACHES

Authors

  • Hamdi El Asli
  • Mohamed Azeroual
  • Youssef Mekkaoui
  • Youssef Jamil

DOI:

https://doi.org/10.2478/eoik-2024-0040

Keywords:

productivity, investment, employment, human capital, energy, growth, Morocco

Abstract

This paper aims to scrutinize the effects of; productivity, capital in-
vestment, human capital, employment and energy intensity; on eco-
nomic growth in Morocco under the Energy-augmented Cobb Doug-
las 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 ex-
planatory 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 intensi-
ty, 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 Per-

formance in Sub-Saharan Africa: A Dynamic Panel Data Analysis. Journal of African Develop-

ment. 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.

246. https://doi.org/10.1504/IJAMS.2022.10050103

Apostolov, M. (2016). Effects of Foreign Direct Investments. Evidence from Southeast Europe. Cuad-

ernos 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 employ-

ee 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,

(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 indepen-

dence 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 Engi-

neering, 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 exer-

gy-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),

, 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 Universi-

tyPress, 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, Insur-

ance, 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 Pa-

per 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 Ex-

penditure Matter for Long-Run GDP Levels? (August 1, 2014). Victoria University of Welling-

ton 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–

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 Entre-

preneurship on Economic Growth in Developing and Developed Economies. ECONOMICS- Inno-

vative 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, Agricul-

ture, 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=Jb

PAZtqiB6LFy9YPluOPqAg&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 ap-

proximate p-values in equilibrium correction models. Oxford Bulletin of Economics and Statis-

tics, vol. 82(6), 1456-1481. https://doi.org/10.1111/obes.12377

Kripfganz, S., & Schneider, D. C. (2023). ardl: Estimating autoregressive distributed lag and equilibri-

um 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 pro-

ductive 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 pro-

duction 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 Manage-

ment 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,

-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 Educa-

tion. 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 Pas-

senger Demand Aggregates’, November, Appendix C.

https://assets.publishing.service.gov.uk/media/5a7897bbed915d0422063d2a/model-

specification.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: Ap-

plication 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. Inter-

national 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 So-

cial 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 coun-

tries. 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 - Pa-

pers. 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 Ap-

proaches. 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 Relation-

ship. 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-20th-

century/an-autoregressive-distributedlag-modelling-approach-to-cointegration-analysis/0A362

D5C624BED6E2A963190403653A

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.

, 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 Herze-

govina. 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 Analy-

sis. 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 Perspec-

tive. 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,

, 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 sustain-

able 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 Re-

cord, 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. Interna-

tional 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. Coun-

try Program Evaluation. Independent Evaluation Group. Washington, DC: World Bank. chap-

ter-1-introduction.

https://documents1.worldbank.org/curated/en/099445305182323280/pdf/

SECBOS0941e8cb0520b7060244f58dca781.pdf

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El Asli, H. ., Azeroual, M. ., Mekkaoui, Y. ., & Jamil, Y. . (2024). HOW PRODUCTIVITY, CAPITAL INVESTMENT, EMPLOYMENT, HUMAN CAPITAL AND ENERGY ARE AFFECTING ECONOMIC GROWTH IN MOROCCO? AN ARDL, FMOLS, DOLS AND CCR APPROACHES. ECONOMICS - INNOVATIVE AND ECONOMICS RESEARCH JOURNAL, 12(3). https://doi.org/10.2478/eoik-2024-0040