From Access to Orchestration: The Role of Data Commons in Digital Innovation

Digital innovation increasingly relies on shared data environments that promote collaboration, experimentation, and co-creation of novel solutions. Data commons have emerged within digital ecosystems, enabling stakeholders to pool, access, and recombine data across organizational boundaries. However, despite the growing interest, we know little about how data commons facilitate digital innovation by building on shared data. Existing research often emphasizes factors such as trust, governance, or regulation, but ignores the actors and their innovation practices within data commons. This study employs an exploratory research design to investigate how exactly data commons facilitate digital innovation. We focus on the actors, practices, and sociotechnical configurations that arise within data commons and identify key mechanisms related to data that contribute to digital innovation outcomes. This enhances our understanding of data commons as enablers of digital innovation, highlights the critical role of data, and offers insights for organizations seeking to leverage shared data resources.

Authors

Publication Details

Journal
ScholarSpace (University of Hawaii at Manoa)
Published
2025-12-23
Primary Topic
Open Source Software Innovations
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

From Access to Orchestration: The Role of Data Commons in Digital Innovation

Christoph Rosenkranz, Julia Campmann
ScholarSpace (University of Hawaii at Manoa)
Open Source Software Innovations
article

From Access to Orchestration: The Role of Data Commons in Digital Innovation

Christoph Rosenkranz, Julia Campmann
article en

Abstract

Digital innovation increasingly relies on shared data environments that promote collaboration, experimentation, and co-creation of novel solutions. Data commons have emerged within digital ecosystems, enabling stakeholders to pool, access, and recombine data across organizational boundaries. However, despite the growing interest, we know little about how data commons facilitate digital innovation by building on shared data. Existing research often emphasizes factors such as trust, governance, or regulation, but ignores the actors and their innovation practices within data commons. This study employs an exploratory research design to investigate how exactly data commons facilitate digital innovation. We focus on the actors, practices, and sociotechnical configurations that arise within data commons and identify key mechanisms related to data that contribute to digital innovation outcomes. This enhances our understanding of data commons as enablers of digital innovation, highlights the critical role of data, and offers insights for organizations seeking to leverage shared data resources.

ScholarSpace (University of Hawaii at Manoa)
Industry, innovation and infrastructure
Openalex Percentile: Top 28%
Open Source Software Innovations
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.

From Access to Orchestration: The Role of Data Commons in Digital Innovation — Christoph Rosenkranz, Julia Campmann · ScholarSpace (University of Hawaii at Manoa) (2025) | TGRS Research Map | TGRS