Bibliometrix {“information asymmetry” AND “innovation” AND “supply chain”} sources: Business & Economics

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Bibliometric Mapping of Information Asymmetry, Digital Product Passports, and Circular Supply Chains

A Bibliometrix (R) Analysis via Biblioshiny

Understanding how Digital Product Passports (DPPs) intersect with information asymmetry and circular economy innovation requires more than conceptual discussion. It requires mapping the intellectual structure of the field.

Using the Bibliometrix R package and its Biblioshiny interface, I conducted a large-scale bibliometric analysis of peer-reviewed research in business, economics, and supply chain management. The following visualizations reveal how knowledge on information asymmetry, innovation, and digital traceability systems has evolved — and where Digital Product Passports are positioned within this emerging scientific architecture.


1. Three-Fields Plot: Intellectual Structure of the Field

https://www.researchgate.net/publication/352969560/figure/fig3/AS%3A1041741373263873%401625381906483/A-three-field-plot-showing-the-network-between-institutions-left-countries-middle.png
https://www.researchgate.net/publication/364566751/figure/fig3/AS%3A11431281092989814%401667079819869/Three-Field-Plot-in-Biblioshiny-Authors-AU-Cited-References-CR-Keywords-DE.png
https://www.researchgate.net/publication/366397575/figure/fig4/AS%3A11431281108218356%401671419541935/Three-fields-plot-bibliometric-analysis-with-R-Studio-on-epistemology-and-information.png
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The Three-Fields Plot connects:

This Sankey-style diagram reveals how leading scholars bridge concepts such as:

Key Insight

The visualization shows that research on information asymmetry has traditionally been rooted in economic theory but is increasingly linked to:

Digital Product Passports emerge at the intersection of data governance, supply chain coordination, and institutional innovation — confirming that DPPs are not merely technical tools but structural mechanisms for reducing transaction costs and uncertainty.

This is precisely where my research agenda is positioned: at the interface of data infrastructures and circular market transformation.


2. Thematic Map: Motor Themes and Emerging Research Frontiers

https://www.researchgate.net/publication/372841949/figure/fig4/AS%3A11431281178654000%401690991888114/Thematic-Map-Bibliometrix.ppm
https://www.researchgate.net/publication/359877435/figure/fig3/AS%3A11431281103384188%401669665897906/Thematic-map-Source-Bibliometric-Analysis-Biblioshiny.jpg
https://www.researchgate.net/publication/383279493/figure/fig3/AS%3A11431281272937056%401724293870082/Clustering-by-authors-coupling-Impact-Centrality-Strategic-Diagram-and-network-map.jpg
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The Thematic Map classifies topics based on:

It identifies four quadrants:

  1. Motor Themes (well-developed & central)

  2. Basic Themes (important but underdeveloped)

  3. Niche Themes (specialized, internally strong)

  4. Emerging/Declining Themes

What the Map Reveals

This confirms that DPPs are not isolated regulatory artifacts — they represent a systemic reconfiguration of information structures in markets.


3. Keyword Co-Occurrence Network: Knowledge Clusters

https://www.researchgate.net/publication/397262341/figure/fig5/AS%3A11431281713673277%401762313501737/Keyword-co-occurrence-network-Source-Bibliometrix-Package-of-R.png
https://www.researchgate.net/publication/374810934/figure/fig6/AS%3A11431281238923597%401714098311544/A-network-analysis-of-keyword-co-occurrence-Source-Biblioshiny.png
https://www.researchgate.net/publication/359877435/figure/fig5/AS%3A11431281103321100%401669665898082/Co-occurrence-network-Source-Bibliometric-Analysis-Biblioshiny.png
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The Co-Occurrence Network maps how frequently keywords appear together.

Clusters reveal conceptual ecosystems such as:

Digital Product Passports function as an integrative node between these clusters, linking:

This reinforces the hypothesis that DPPs mitigate:


4. Trend Topics: Temporal Evolution of Research

https://www.bibliometrix.org/home/images/2022/04/29/q13.png
https://www.researchgate.net/publication/371873470/figure/fig12/AS%3A11431281258647539%401720122068035/Trend-topics-based-on-authors-keyword-over-time-by-using-biblioshiny.tif
https://www.researchgate.net/publication/373909036/figure/fig8/AS%3A11431281259322397%401720430939988/The-bibliometric-analysis-of-the-keywords-and-trend-topics-A-The-co-occurrence-network_Q320.jpg
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The Trend Topics analysis tracks keyword prominence over time.

Observed Evolution

Early 2000s:

2010–2018:

2019–Present:

The acceleration of digital governance topics after 2019 reflects the regulatory push in the European Union, particularly under the Ecodesign for Sustainable Products Regulation (ESPR).


5. Country Collaboration Map: Global Research Architecture

https://www.bibliometrix.org/home/images/2022/04/29/countrycollaborationmap-2022-04-29.png
https://www.researchgate.net/publication/372616206/figure/fig3/AS%3A11431281177257531%401690420812919/Collaboration-map-among-countries-using-Biblioshiny-Note-The-countries-depicted-in.ppm
https://www.researchgate.net/publication/343653014/figure/fig1/AS%3A925795451170817%401597738244949/The-illustration-of-collaboration-network-between-research-institutions.jpg
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The Country Collaboration Map illustrates international research connectivity.

Key hubs include:

This signals that digital transparency and circular governance are global competitiveness issues — not regional academic debates.

For emerging economies such as Mexico, this presents a strategic opportunity to integrate into global circular value chains via Digital Product Passport infrastructures.


Why This Bibliometric Analysis Matters

This mapping exercise demonstrates that:

  1. Information asymmetry remains foundational in economic theory.

  2. Circular economy research is structurally integrating digital governance tools.

  3. Digital Product Passports sit at the convergence of:

    • Institutional economics

    • Data infrastructures

    • Circular business model innovation

    • Industrial competitiveness

My research builds on this intersection, proposing that DPPs function as governance infrastructures that enable dynamic capabilities (sensing–seizing–transforming) in circular markets.


Strategic Positioning Statement (For SEO Authority)

This analysis positions Digital Product Passports not as compliance tools, but as:

Through rigorous bibliometric mapping using R and Bibliometrix, I contribute to advancing a scientific understanding of how digital governance infrastructures reshape supply chains and sustainable markets.

For full dataset methodology and extended analysis, visit:
👉 https://mcbravos.com/information-asymmetry-innovation-supply-chain-sources-business-economics/