Evidence map›Paper›PMID 40809004›Full record

ReviewiScience2025

Convergence research for sustainable regional systems.

Heejun Chang, Brian Roe, Murat Erkoc, Josiah Heyman, Katherine Foo, Debankur Sanyal, Debjyoti Banerjee, Richard Rushforth, Jaishri Srinivasan

Abstract readReview
In one paragraph

Review in iScience, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Heejun ChangDepartment of Geography, Portland State University, Portland, OR, USA.
Brian RoeDepartment of Agricultural, Environmental and Development Economics, Ohio State University, Columbus, OH, USA.
Murat ErkocDepartment of Industrial and Systems Engineering, University of Miami, Coral Gables, FL, USA.
Josiah HeymanDepartment of Sociology and Anthropology, University of Texas at El Paso, El Paso, TX, USA.
Katherine FooDepartment of Integrative and Global Studies, Worcester Polytechnic Institute, Worcester, MA, USA.
Debankur SanyalDepartment of Environmental Science, The University of Arizona, Tucson, AZ, USA.
Debjyoti BanerjeeDepartment of Mechanical Engineering, Texas A&M University, College Station, TX, USA.
Richard RushforthSchool of Complex Adaptive Systems, Arizona State University, Tempe, AZ, USA.
Jaishri SrinivasanValley Institute of Sustainability (VISTA), University of California, Merced, Merced, CA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Convergence research addresses societal and environmental challenges by co-creating knowledge across disciplinary boundaries, often in deep collaboration with extra-academic parties to ensure that the research process is solution-focused, actionable, and just. As part of National Science Foundation (NSF)-funded research projects on sustainable regional systems, we present multiple perspectives on conducting convergence research within the coupled social-ecological-technological systems framework. These projects explicitly engage extra-academic parties to co-design and co-produce knowledge throughout all stages of this participatory research. We introduce the 3 C's model as a framework that links a research team's Communication, Collaboration, and Creation decisions to the likely degree of convergence and societal change achieved. This model assesses the degree of integration among different social sciences, biophysical sciences, engineering, and other scientific disciplines, as well as extra-academic partners ranging from governmental agencies and industries to non-profit organizations and tribal communities. Integration in this context is assessed by its ability to situate local problems within broader systemic lenses, resolve conflicts among the priorities of partners, and conduct cutting-edge research that addresses real-world needs with actionable sustainability solutions. By synthesizing inclusive and just practices of conducting convergent research across a selection of research teams, we provide recommendations for academic researchers and administrators to encourage and advance convergence research in solving challenging sustainability issues.

Indexed as

Environmental policyEnvironmental science

Identifiers

PMID40809004
PMCPMC12343861

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.