The impact of innovation on manufacturing exports in Morocco: A study based on the gravity model

Morocco faces a persistent trade deficit, largely due to the insufficient international competitiveness of its manufacturing sector. In this context, innovation emerges as a strategic lever to stimulate exports and reduce dependency on imports. This study investigates the impact of R&D spending and the number of patents on Morocco's manufacturing exports, using the gravity model and applying PPML and GMM methods to a panel of 20 trading partners between 2011 and 2023. The results indicate that the number of patents positively influences exports. However, insufficient investment in R&D hampers export competitiveness, keeping the country in a state of commercial dependence. This study underscores the urgency of strengthening Morocco's innovation ecosystem to reduce the trade deficit, enhance the competitiveness of its manufacturing industries, and promote more effective integration into global value chains. The findings offer strategic insights for policymakers in industrial and innovation policies.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-31
DOI
https://doi.org/10.5281/zenodo.19348441
Primary Topic
Economic and Technological Innovation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The impact of innovation on manufacturing exports in Morocco: A study based on the gravity model

Younesse El Menyari, Abdelhak Sahib Eddine, Ali Bouzerouata
Zenodo (CERN European Organization for Nuclear Research)
Economic and Technological Innovation
article

The impact of innovation on manufacturing exports in Morocco: A study based on the gravity model

Younesse El Menyari, Abdelhak Sahib Eddine, Ali Bouzerouata
article en

Abstract

Morocco faces a persistent trade deficit, largely due to the insufficient international competitiveness of its manufacturing sector. In this context, innovation emerges as a strategic lever to stimulate exports and reduce dependency on imports. This study investigates the impact of R&D spending and the number of patents on Morocco's manufacturing exports, using the gravity model and applying PPML and GMM methods to a panel of 20 trading partners between 2011 and 2023. The results indicate that the number of patents positively influences exports. However, insufficient investment in R&D hampers export competitiveness, keeping the country in a state of commercial dependence. This study underscores the urgency of strengthening Morocco's innovation ecosystem to reduce the trade deficit, enhance the competitiveness of its manufacturing industries, and promote more effective integration into global value chains. The findings offer strategic insights for policymakers in industrial and innovation policies.

Zenodo (CERN European Organization for Nuclear Research)
Chouaib Doukkali University (MA)
Industry, innovation and infrastructure
Openalex Percentile: Top 31%
Economic and Technological Innovation
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.