External Governance Influence in a Healthcare System of Systems: A Graph-Theoretic Structural Assessment

Healthcare delivery fragmentation can be understood as a structural coordination problem within a socio-technical System of Systems, where autonomous but interdependent providers, insurers, suppliers, information systems, support services, and care recipients interact through uneven incentives, information flows, and dependencies. This paper develops a graph-theoretic structural assessment method for examining how an external governance influence may alter the modeled coordination conditions of such a system before empirical evaluation. A synthetic network is constructed to compare a status quo healthcare SoS with a proposed governance-augmented configuration in which an external governing entity introduces governance interfaces among constituent systems while preserving their operational autonomy. The two configurations are assessed using eigenvector centrality, PageRank, Katz centrality, clustering coefficient, HITS hubs and authorities, anchored structural-priority scenarios, and Monte Carlo sensitivity analysis. Results show that the governance-augmented configuration redistributes modeled structural priority rather than uniformly improving or suppressing any category. Providers and Care Recipients gain prominence and inbound recognition, Insurance and Information Communication Technology retain routing roles despite lower inbound prominence, and reduced clustering indicates lower modeled local closure. Scenario scoring and Monte Carlo analysis show that these interpretations depend on policy-weighting assumptions: Providers and Care Recipients have high probabilities of higher structural-priority scores, Insurance remains near neutral, and Information Communication Technology is slightly lower on average. These findings show that external governance can be modeled as an interface-setting mechanism that reshapes coordination structures while preserving constituent autonomy, without claiming that governance alone would resolve healthcare fragmentation or improve outcomes.

Authors

Institutions

Publication Details

Journal
Systems
Published
2026-08-14
DOI
https://doi.org/10.3390/systems14080989
Primary Topic
Service and Product Innovation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

External Governance Influence in a Healthcare System of Systems: A Graph-Theoretic Structural Assessment

Ramin Talebi Khameneh, Mohamed Mogahed, Mo Mansouri
Systems
Service and Product Innovation
article

External Governance Influence in a Healthcare System of Systems: A Graph-Theoretic Structural Assessment

Ramin Talebi Khameneh, Mohamed Mogahed, Mo Mansouri
article en

Abstract

Healthcare delivery fragmentation can be understood as a structural coordination problem within a socio-technical System of Systems, where autonomous but interdependent providers, insurers, suppliers, information systems, support services, and care recipients interact through uneven incentives, information flows, and dependencies. This paper develops a graph-theoretic structural assessment method for examining how an external governance influence may alter the modeled coordination conditions of such a system before empirical evaluation. A synthetic network is constructed to compare a status quo healthcare SoS with a proposed governance-augmented configuration in which an external governing entity introduces governance interfaces among constituent systems while preserving their operational autonomy. The two configurations are assessed using eigenvector centrality, PageRank, Katz centrality, clustering coefficient, HITS hubs and authorities, anchored structural-priority scenarios, and Monte Carlo sensitivity analysis. Results show that the governance-augmented configuration redistributes modeled structural priority rather than uniformly improving or suppressing any category. Providers and Care Recipients gain prominence and inbound recognition, Insurance and Information Communication Technology retain routing roles despite lower inbound prominence, and reduced clustering indicates lower modeled local closure. Scenario scoring and Monte Carlo analysis show that these interpretations depend on policy-weighting assumptions: Providers and Care Recipients have high probabilities of higher structural-priority scores, Insurance remains near neutral, and Information Communication Technology is slightly lower on average. These findings show that external governance can be modeled as an interface-setting mechanism that reshapes coordination structures while preserving constituent autonomy, without claiming that governance alone would resolve healthcare fragmentation or improve outcomes.

SystemsVol. 14(8)
Stevens Institute of Technology (US)
Openalex Percentile: Top 5%
Service and Product 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.

External Governance Influence in a Healthcare System of Systems: A Graph-Theoretic Structural Assessment — Ramin Talebi Khameneh, Mohamed Mogahed, et al. · Systems (2026) | TGRS Research Map | TGRS