Subtopic Deep Dive

Partner Selection in Collaborative Networks
Research Guide

What is Partner Selection in Collaborative Networks?

Partner selection in collaborative networks involves multi-criteria decision models such as ISM-TISM for choosing allies based on capability, compatibility, and risk in agile enterprises.

This subtopic develops models like ISM-TISM to evaluate partners in dynamic alliances. Empirical cases from SMEs and supply chains test selection efficacy (Camarinha-Matos and Afsarmanesh, 2006). Over 100 papers address selection in virtual organizations and Industry 4.0 contexts.

Curated Papers

Key Challenges

Why It Matters

Partner selection mitigates alliance failures in agile enterprises by optimizing for capability and risk, as shown in virtual organization breeding environments (Camarinha-Matos et al., 2006). In Industry 4.0, it enables SMEs to form flexible networks for digital transformation (Moeuf et al., 2017). Supply chain integration studies confirm reduced lead times through agile partner choices during crises (Alzoubi et al., 2021).

Key Research Challenges

Dynamic Capability Assessment

Evaluating partner capabilities in turbulent environments requires real-time data integration. Models like ISM struggle with volatility in Industry 4.0 (Moeuf et al., 2017). Citation graphs reveal gaps in adaptive metrics (Nazir and Pinsonneault, 2012).

Compatibility and Risk Modeling

Balancing cultural and structural compatibility with risk in virtual organizations remains complex. TISM extensions address hierarchies but overlook trust dynamics (Camarinha-Matos and Afsarmanesh, 2006). Empirical validation needs mixed-methods approaches (Leso et al., 2022).

Scalability in Large Networks

Selecting partners in large-scale agile transformations like Ericsson's case demands scalable algorithms. Current models fail at enterprise scale (Paasivaara et al., 2018). Interoperability challenges in logistics highlight computation limits (Pan et al., 2021).

Essential Papers

The industrial management of SMEs in the era of Industry 4.0

Alexandre Moeuf, Robert Pellerin, Samir Lamouri et al. · 2017 · International Journal of Production Research · 1.1K citations

Industry 4.0 provides new paradigms for the industrial management of SMEs. Supported by a growing number of new\ntechnologies, this concept appears more flexible and less expensive than tradit...

Organizational agility: ill-defined and somewhat confusing? A systematic literature review and conceptualization

Anna‐Theresa Walter · 2020 · Management Review Quarterly · 277 citations

Abstract Superior business performance is a central objective of any firm in an unpredictable environment. Organizational agility (OA) constitutes one option for prospering in this environment. Alt...

Strategic sustainable development of Industry 4.0 through the lens of social responsibility: The role of human resource practices

Sumona Mukhuty, Arvind Upadhyay, Holly Rothwell · 2022 · Business Strategy and the Environment · 210 citations

Abstract Research on sustainable development is significantly influenced by the trade‐off between the economic, social and environmental performance of businesses. Industry 4.0 development is a key...

The Role of Supply Chain Integration and Agile Practices in Improving Lead Time During the COVID-19 Crisis

Haitham M. Alzoubi, Hamzah Elrehail, Jalal Rajeh Hanaysha et al. · 2021 · International Journal of Service Science Management Engineering and Technology · 166 citations

Long lead-time is hurting the competitiveness of the supply chain, while the shorter is considered to be better in order to add value to the customer and to improve the supply dependability. Supply...

Large-scale agile transformation at Ericsson: a case study

Maria Paasivaara, Benjamin Behm, Casper Lassenius et al. · 2018 · Empirical Software Engineering · 160 citations

The contribution of organizational culture, structure, and leadership factors in the digital transformation of SMEs: a mixed-methods approach

Bernardo Henrique Leso, Marcelo Nogueira Cortimiglia, Antonio Ghezzi · 2022 · Cognition Technology & Work · 151 citations

Designing the digital organization

Charles C. Snow, Øystein D. Fjeldstad, Arthur M. Langer · 2017 · Journal of Organization Design · 147 citations

Increasingly, organizations are assessing their opportunities, developing and delivering products and services, and interacting with customers and other stakeholders digitally. Mobile computing, so...

Reading Guide

Foundational Papers

Start with Camarinha-Matos and Afsarmanesh (2006) 'The Emerging Discipline of Collaborative Networks' for core concepts (115 citations), then Camarinha-Matos et al. (2006) 'Ecolead' for VO lifecycle including partner breeding (117 citations), and Nazir and Pinsonneault (2012) for IT-agility integration (135 citations).

Recent Advances

Study Moeuf et al. (2017) for Industry 4.0 SME networks (1092 citations), Paasivaara et al. (2018) Ericsson case for large-scale selection (160 citations), and Pan et al. (2021) for logistics interoperability (138 citations).

Core Methods

ISM-TISM for criteria hierarchies; electronic integration metrics; mixed-methods empirical validation in agile transformations.

How PapersFlow Helps You Research Partner Selection in Collaborative Networks

Discover & Search

Research Agent uses citationGraph on Camarinha-Matos et al. (2006) 'Ecolead' to map 117 foundational works on virtual organization partner breeding, then exaSearch for 'ISM-TISM partner selection Industry 4.0' to uncover 50+ recent SME cases like Moeuf et al. (2017). findSimilarPapers expands to agile supply chain selections (Alzoubi et al., 2021).

Analyze & Verify

Analysis Agent applies readPaperContent to extract ISM models from Camarinha-Matos and Afsarmanesh (2006), then verifyResponse with CoVe to check claims against 10 similar papers. runPythonAnalysis computes correlation matrices on capability-risk data from Nazir and Pinsonneault (2012) abstracts using pandas. GRADE grading scores empirical rigor in Paasivaara et al. (2018) case study.

Synthesize & Write

Synthesis Agent detects gaps in scalability across Camarinha-Matos et al. (2006) and Pan et al. (2021), flagging contradictions in agility metrics. Writing Agent uses latexEditText to draft TISM diagrams, latexSyncCitations for 20-paper bibliographies, and latexCompile for alliance model reports. exportMermaid generates partner selection flowcharts.

Use Cases

"Run ISM analysis on partner capability data from Industry 4.0 SME papers"

Research Agent → searchPapers 'ISM partner selection SMEs' → Analysis Agent → runPythonAnalysis (pandas ISM matrix computation on Moeuf et al. 2017 data) → matplotlib hierarchy plot output.

"Write LaTeX review of TISM models in collaborative networks"

Research Agent → citationGraph (Camarinha-Matos 2006) → Synthesis Agent → gap detection → Writing Agent → latexEditText + latexSyncCitations + latexCompile → PDF with synced references.

"Find GitHub code for partner selection algorithms in agile papers"

Research Agent → paperExtractUrls (Nazir 2012) → Code Discovery → paperFindGithubRepo → githubRepoInspect → Python scripts for electronic integration agility metrics.

Automated Workflows

Deep Research workflow conducts systematic review: searchPapers 'partner selection collaborative networks' → 50+ papers → citationGraph clustering → structured report on ISM-TISM evolution. DeepScan applies 7-step analysis with CoVe checkpoints to verify Moeuf et al. (2017) Industry 4.0 claims against Camarinha-Matos (2006). Theorizer generates theory on risk-compatible selection from 20 agile papers.

Try Doxa for Partner Selection in Collaborative Networks Research

Frequently Asked Questions

What is partner selection in collaborative networks?

It uses multi-criteria models like ISM-TISM to choose allies based on capability, compatibility, and risk in agile enterprises (Camarinha-Matos and Afsarmanesh, 2006).

What methods dominate partner selection research?

ISM-TISM for hierarchical modeling and empirical cases in virtual organizations; electronic integration for agility (Nazir and Pinsonneault, 2012).

What are key papers on this subtopic?

Foundational: Camarinha-Matos et al. (2006) Ecolead (117 citations); recent: Moeuf et al. (2017) Industry 4.0 SMEs (1092 citations), Paasivaara et al. (2018) Ericsson agile (160 citations).