USING BIODIVERSITY DATA FOR BUSINESS SUSTAINABILITY: A GLOBAL CORPORATE SITE BIODIVERSITY INDEX (CSBI) AND BIODIVERSITY-CENTRIC B2B MARKETING FRAMEWORK

Teck Ming Tan1  and  Jaideep Prabhu2
1 Oulu Business School, University of Oulu, Finland  |  [email protected]
2 Cambridge Judge Business School, University of Cambridge, UK  |  [email protected]
University of OuluUniversity of Cambridge Judge Business School
DeTrust Lab  |  SciConnect App  |  Project Updated: 16 May 2026

1Background & Motivation

Biodiversity loss poses profound ethical questions for business, yet B2B marketing scholarship has largely overlooked it. Grounded in Resource-Advantage theory (Hunt, 2015), we develop an ethical architecture for biodiversity-centric B2B marketing and introduce “trust in systemic change” — stakeholders’ confidence in firms’ commitment to nature-positive transformation. Using 4,142 pharmaceutical sites across 40+ countries, we present a Global Corporate Site Biodiversity Index (CSBI) demonstrating how open-access biodiversity data serves as a strategic enabler aligned with compliance frameworks.

Biodiversity loss is a defining global crisis raising profound ethical questions about how firms relate to nature, affected communities, and future generations. Yet business-to-business (B2B) marketing scholarship has given remarkably little attention to biodiversity, despite its distinctive ethical stakes for firms, communities, and ecosystems.

This research develops an ethical architecture of biodiversity-centric B2B marketing, grounded in Resource-Advantage (R-A) theory (Hunt, 2015). We introduce the construct of “trust in systemic change” — stakeholders’ confidence that firms are substantively committed to science-based, nature-positive transformations. Using the pharmaceutical sector, encompassing 4,142 corporate sites across more than 40 countries, we introduce a Global Corporate Site Biodiversity Index (CSBI) and demonstrate how open-access biodiversity data can serve as a strategic enabler aligned with the compliance frameworks.

2Ethical Architecture of Biodiversity-Centric B2B Marketing

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Domain Ethics-Infused R-A Lens Corresponding SBTN Action Category Data Leveraging Open-Access Biodiversity Data for Framework Compliance and Ethical Accountability
Defensive and due diligence biodiversity-centric B2B marketing
Strategic marketing intent: Minimise environmental, legal, and reputational risks tied to biodiversity

Firms adopting this approach focus on compliance-driven risk mitigation, ensuring their supply chains and operations meet minimum biodiversity standards to avoid legal, reputational, and financial penalties.

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Protect existing positional advantages
(Risk-avoidance driven)

Manage intangible resources (e.g., trust, ethical legitimacy, regulatory licences) by managing intangible resources like trust, ethics, and sustainability legitimacy.

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Avoid & Reduce

Avoid actions are aimed at preventing negative impacts on biodiversity from occurring in the first place.

Reduce actions focus on minimising negative impacts on biodiversity, though they do not necessarily eliminate them entirely.

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Open-access datasets & databases
Examples of open-access datasets:
  • Biodiversity Intactness Index
  • Forest Landscape Integrity Index
  • Red List of Ecosystems
  • Critical Natural Assets Map
Examples of open-access databases:
  • WWF Risk Filter Suite
  • UN Biodiversity Lab (UNBL)
  • Exploring Natural Capital Opportunities, Risks and Exposure (ENCORE)
  • Map of Life
  • Global Biodiversity Information Facility (GBIF)
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Proactive and positive-impact biodiversity-centric B2B marketing
Strategic marketing intent: Create new sources of competitive advantage via biodiversity engagement

Firms adopting this approach actively seek to create new biodiversity-related intangible resources, building competitive advantage through nature-positive innovation and stakeholder engagement.

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Build new resource advantages
(Value-creation driven)

Build new resource advantages (e.g., co-developed biodiversity-related intellectual property (IP), brand equity, ethical sourcing partnerships, new class of digital assets) that can differentiate the firm.

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Regenerate, Restore & Transform

Regenerate actions are implemented within existing land uses to enhance the biophysical functions and/or ecological productivity of an ecosystem or its components.

Restore actions seek to initiate or accelerate the recovery of an ecosystem in terms of its health, integrity, and sustainability, with an emphasis on achieving permanent improvements in ecological state.

Transform actions contribute to system-wide change by addressing the root drivers of biodiversity loss through technological, economic, institutional, and social factors, and by shifting underlying values and behaviours.

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Compliance frameworks & CSBI
Examples of compliance frameworks:
  • Kunming-Montreal Global Biodiversity Framework
  • Corporate Sustainability Reporting Directive
  • European Sustainability Reporting Standards
  • Taskforce on Nature-related Financial Disclosures (TNFD)
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Trust in Value Chain Actors
Trust in Biodiversity-Related Exchange Actions
Trust in Open-Access Biodiversity Data for IP Development and Digital Asset Innovation
Trust in Systemic Change
Principles-Matrix of Corporate Sustainability
Planet-, People-, and Profit-Matrix of Corporate Sustainability

3Corporate Site Biodiversity Index (CSBI)

The CSBI integrates environmental and biodiversity data into a single site-level metric, standardised from 0.01 to 99.99:

CSBI = 70% Environmental Foundation + 30% Biodiversity Outcomes

Part A (70%) — 7 indicators: Water Availability, Water Condition, Air Condition, Wildfire Hazard, Plant/Forest/Aquatic Pests & Diseases, Land/Freshwater/Sea Use Change, and Pollution.

Part B (30%) — 2 indicators: Biodiversity Intactness Index (BII 2020) and Bioclimatic Ecosystem Resilience Index (BERI 2020).

Elite (65+)
Strong (55-64)
Moderate (40-54)
Poor (<40)

Explore the BioDivIQ CSBI Dashboard

Interactive platform with 4,142 pharmaceutical sites across 40+ countries.
Filter by company, country, CSBI category, urbanisation, and value chain.

CSBI Dashboard
Analytics
Reputation Sites
About
CSBI Dashboard
CSBI Dashboard: Overview of Selected Pharmaceutical Firm

Browse all 4,142 sites with real CSBI scores. Filter by CSBI category (Elite/Strong/Moderate/Poor), company, country of origin, and urbanisation level.

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Multi-Filter SearchFilter by CSBI selection, company sector, country of origin, and urbanisation type
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Site-Level DataSite ID, company, site name, country, province, and individual CSBI scores
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Global Coverage4,142 sites across 40+ countries and 28 pharmaceutical brands
Analytics
Analytics: 9 Key Indicators for Biodiversity Disclosure and Compliance

Deep-dive analytics comparing selected firms against the consolidated pharmaceutical industry. Each site is scored across 9 environmental and biodiversity indicators.

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Advanced FilteringFilter by origin, company, country, value chain, site ID, CSBI category, and urbanisation
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9 Key IndicatorsWater availability, water condition, air condition, wildfire hazard, pests and diseases, land use change, pollution, BII, and BERI
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Comparative AnalysisSelected firm analysis vs. consolidated pharmaceutical industry overview side-by-side
Reputation Sites
CSBI & Reputation Sites

Explore how CSBI translates into reputational capital. Sites are classified into Excellent, Moderate, and Poor reputation tiers with interactive charts.

Excellent Sites261 sites with CSBI scores indicating elite biodiversity performance
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Visual ChartsBar charts showing excellent reputation sites by CSBI categories across companies
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Additional AnalysisDeep-dive into reputation distribution patterns and company-level comparisons
About
About BioDivIQ

BioDivIQ enables companies to benchmark sites, identify Corporate Site Biodiversity Index (CSBI), and align biodiversity-centric strategic marketing with global frameworks like the Kunming-Montreal Global Biodiversity Framework and TNFD.

4Key Empirical Finding

CSBI  →  Reputational Capital
β = .46
t = 31.27  |  p < .001

CSBI significantly predicts site-level reputational capital (β = .46, t = 31.27, p < .001), demonstrating that biodiversity-related intangible resources — trust, ethics, and sustainability legitimacy — translate into competitive advantage through verifiable, data-driven evidence of nature-positive performance.

Consistent with Resource-Advantage theory, CSBI significantly predicts site-level reputational capital. Biodiversity-related intangible resources — trust, ethics, and sustainability legitimacy — translate into competitive advantage. CSBI operationalises “trust in systemic change” by providing verifiable, data-driven evidence of nature-positive performance, creating decentralised stakeholder confidence.

5BioDivIQ Platform & Implications

BioDivIQ science-based platform using open-access ecological datasets to deliver biodiversity insights and CSBI scores across sites.
Practical implications:

A. Diagnose portfolio positioning on the defensive-to-proactive continuum

B. Interrogate greenwashing via the 4-matrix framework of corporate sustainability

C. Enable verifiable biodiversity claims through open data

D. Embed nature into capital allocation via biodiversity-linked financial instruments and digital asset innovation

6References

Tan, T. M. and Prabhu, J. (2026). Using Biodiversity Data for Business Sustainability: A Global Corporate Site Biodiversity Index (CSBI) and Trust-Based Strategic Marketing Framework, World Biodiversity Forum 2026, Davos, Switzerland, 14–19 Jun 2026, WBF2026-540, https://doi.org/10.5194/wbf2026-540.

Tan, T. M. & Prabhu, J. (2026). Biodiversity-Centric Marketing: An Ethical Architecture for Trust Formation and Corporate Sustainability. Working Paper. University of Oulu and University of Cambridge.