Spillover Effects and Regional Polarization: Public Investments in Morocco under the Spatial Lens

This study examines the spatially and temporally varying impact of public capital on regional economic growth in Morocco over the period 2011–2023. By specifying a flexible translog production function and estimating it using Geographically and Temporally Weighted Regression (GTWR), we account for both spatial non-stationarity and temporal dynamics across the twelve Moroccan regions. Our empirical findings uncover pronounced heterogeneity in the productivity of public investment. Coastal and economically diversified regions such as Casablanca-Settat, Rabat-Salé-Kénitra, and Tanger-Tétouan-Al Hoceïma demonstrate high and increasing output elasticities of public capital, reflecting robust complementarities with private capital accumulation and skilled labor. Conversely, interior and peripheral regions—including Drâa-Tafilalet and Beni Mellal-Khénifra—exhibit weak or insignificant effects, highlighting the limitations of a uniform infrastructure investment policy in structurally constrained territories. These results provide strong evidence of emerging spatial polarization and reinforce the need for territorially differentiated investment strategies. Our approach also demonstrates the methodological relevance of GTWR for evaluating public policy effects under spatial heterogeneity. The study contributes to the literature on regional growth, spatial econometrics, and infrastructure policy in developing economies.

Authors

Institutions

Publication Details

Journal
Networks and Spatial Economics
Published
2026-02-16
DOI
https://doi.org/10.1007/s11067-026-09724-3
Primary Topic
Fiscal Policy and Economic Growth
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Spillover Effects and Regional Polarization: Public Investments in Morocco under the Spatial Lens

Youssef Amar, Kamal Chatouane, Jalal Ktit, Moubarek Amine Berdaa
Networks and Spatial Economics
Fiscal Policy and Economic Growth
article

Spillover Effects and Regional Polarization: Public Investments in Morocco under the Spatial Lens

Youssef Amar, Kamal Chatouane, Jalal Ktit, Moubarek Amine Berdaa
article en

Abstract

This study examines the spatially and temporally varying impact of public capital on regional economic growth in Morocco over the period 2011–2023. By specifying a flexible translog production function and estimating it using Geographically and Temporally Weighted Regression (GTWR), we account for both spatial non-stationarity and temporal dynamics across the twelve Moroccan regions. Our empirical findings uncover pronounced heterogeneity in the productivity of public investment. Coastal and economically diversified regions such as Casablanca-Settat, Rabat-Salé-Kénitra, and Tanger-Tétouan-Al Hoceïma demonstrate high and increasing output elasticities of public capital, reflecting robust complementarities with private capital accumulation and skilled labor. Conversely, interior and peripheral regions—including Drâa-Tafilalet and Beni Mellal-Khénifra—exhibit weak or insignificant effects, highlighting the limitations of a uniform infrastructure investment policy in structurally constrained territories. These results provide strong evidence of emerging spatial polarization and reinforce the need for territorially differentiated investment strategies. Our approach also demonstrates the methodological relevance of GTWR for evaluating public policy effects under spatial heterogeneity. The study contributes to the literature on regional growth, spatial econometrics, and infrastructure policy in developing economies.

Networks and Spatial Economics
Mohammed V University (MA)
Industry, innovation and infrastructure
Openalex Percentile: Top 59%
Fiscal Policy and Economic Growth
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.