The Intra-firm Concentration of Exploratory Learning Activities and the Multinational Corporation’s Innovative Performance

This study focuses on the impacts of the distribution of exploratory learning activities across subunits within an organization on the returns of exploration. Drawing upon the extant organizational learning literature and the knowledge-based view of the firm, we propose that the preferred structure of exploration within a firm balances the tension between concentration and dispersion of exploratory activities and entails superior knowledge search and transfer efficiency. We analyse the US patent data matched with firm-level data of the world’s largest multinational corporations in the electronics and pharmaceutical industries. We find that a concentrated distribution of exploration is positively associated with firm innovative performance. Exploration scale negatively moderates the positive relationship between concentrated exploration and firm performance. This study contributes to the organizational learning, international business and technological knowledge management literature by identifying the intra-firm distribution of exploration as an important yet neglected dimension of organizational learning and determinant of firm performance.

Authors

Institutions

Publication Details

Journal
Global Business Review
Published
2026-03-16
DOI
https://doi.org/10.1177/09721509261428832
Primary Topic
Innovation and Knowledge Management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Intra-firm Concentration of Exploratory Learning Activities and the Multinational Corporation’s Innovative Performance

John A. Cantwell, Feng Zhang
Global Business Review
Innovation and Knowledge Management
article

The Intra-firm Concentration of Exploratory Learning Activities and the Multinational Corporation’s Innovative Performance

John A. Cantwell, Feng Zhang
article en

Abstract

This study focuses on the impacts of the distribution of exploratory learning activities across subunits within an organization on the returns of exploration. Drawing upon the extant organizational learning literature and the knowledge-based view of the firm, we propose that the preferred structure of exploration within a firm balances the tension between concentration and dispersion of exploratory activities and entails superior knowledge search and transfer efficiency. We analyse the US patent data matched with firm-level data of the world’s largest multinational corporations in the electronics and pharmaceutical industries. We find that a concentrated distribution of exploration is positively associated with firm innovative performance. Exploration scale negatively moderates the positive relationship between concentrated exploration and firm performance. This study contributes to the organizational learning, international business and technological knowledge management literature by identifying the intra-firm distribution of exploration as an important yet neglected dimension of organizational learning and determinant of firm performance.

Global Business Review
Rutgers, The State University of New Jersey (US), Pennsylvania State University (US), Abington Memorial Hospital (US), Rutgers Sexual and Reproductive Health and Rights (NL)
Industry, innovation and infrastructure
Openalex Percentile: Top 18%
Innovation and Knowledge Management
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.

The Intra-firm Concentration of Exploratory Learning Activities and the Multinational Corporation’s Innovative Performance — John A. Cantwell, Feng Zhang · Global Business Review (2026) | TGRS Research Map | TGRS