Leading Resilience Index
(LRI)

A Universal Business Resilience Measurement Framework

6 Regions.
11 Industries
76 Countries
1000 Companies
5 Research Years
370,000 Data Pages
195 Questions
39 Scores
10 Scales
6 Regions.
11 Industries
76 Countries
1000 Companies
5 Research Years
170,000 Data Pages
195 Questions
39 Scores
10 Scales

About Leading Resilience Index

The Leading Resilience Index (LRI) is a business resilience measurement framework designed to help organizations understand, in real time, how prepared and sustainable they truly are under both dynamic and static conditions.

LRI answers a simple but critical question for every business: If our organization were to face a disruption today, how likely are we to survive, and how well would we actually perform compared to peers?

The LRI tool has been empirically derived from the best practices of 1,000 reputable corporations across 76 countries.

In plain terms, a resilience score for a new entity using the tool informs business owners where their business stands vis-a-vis global best practices.

The tool enables any new entity not only to assess its core resilience but also to benchmark its results against peers across industries, countries, and regions. 

Leading Resilience Index(LRI)

What LRI Measures

LRI measures business resilience through empirically derived prompts that cover four core areas:

  • Operational Resilience: boldness in the face of uncertainty

  • Resource Stewardship: resource management efficiency

  • Leadership Maturity: alignment to core business strategy

  • Reputation Management: socially responsible behavior  

LRI uses entity-specific real-time primary data generated from questionnaire administered anonymously online to target respondents.

It produces ten resilience scale reports that highlight areas of strengths, identifies operational gaps, and recommends targeted remedial policy actions.

Technical Specifications of the LRI Model

  • Production Modules
  • Data Sample Distribution
  • Industries Covered
  • Analysis Types

Ten (10) output modules covering various operational, governance, structural, leadership, and reputational aspects as follows:

Module 1 - Incident Management:

Measures how entities are prepared to handle operational incidents and related risks. It covers: Incident Identification, Incident Communication, Incident Monitoring, and Incident Resolution.

Module 2 - Crisis Preparedness:

Measures the extent to which an entity is prepared ahead of time to deal with future crises. It covers Agility, Robustness, and Situational Alertness.

Module 3 - Crisis Coping:

Measures how an entity is capable to handle crises as they unfold. It covers: Positive Reframing, Improvisation, Flexibility, and Collaboration.

Module 4 - Crisis Persistence:

Measures how an entity survives crises and transforms post-crisis . It covers: Adaptability, Recovery, Relearning, and Transformation.

Module 5 - Resource Endowment:

Assesses the breadth and depth of an entity's resources, including ecosystem-related opportunities. It covers Financial Buffer, Human Capital Buffer, and Reputational Buffer.

Module 6 - Resource Management:

Assesses an entity management's ability to translate entity's resource endowments into profitability and growth. It covers: Resource Structuring, Resource Bundling, and Resource Leveraging.

Module 7 - Leadership Strategy:

Measures core operational competencies of the entity's leadership and its alignment with the entity's strategy and industry best practices. It covers: Leadership Direction, Leadership Capability, Leadership Quality, and Leadership Adequacy.

Module 8 - Leadership Intelligence:

Measures core ethical, social, emotional, and spiritual values upheld by the entity's leadership. It covers: Adversity Intelligence, Practical Intelligence, Social Intelligence, Emotional Intelligence, and Spiritual Intelligence.

Module 9 - Leadership Lens:

A leadership self-assessment metric that measures how leadership perceives and believes in the business they are running (a proxy for leadership turnover). It covers: Governance Lens, Operational Lens, Adaptability Lens, and Structural Lens.

Module 10 - Stakeholder Perception:

Measures how external stakeholders - customers, creditors, regulators, and suppliers - perceive the entity (a proxy for customer satisfaction). It covers: Citizenship Perception, Collaboration Perception, Communication Perception, Competency Perception, and Character Perception.

One thousand (1,000) commercial entities distributed across 76 countries as follows:

  • Africa: 23 countries, 200 entities.
  • Asia: 10 countries, 200 entities.
  • Middle East: 12 countries, 200 entities.
  • South America: 12 countries, 200 entities.
  • Continental Europe: 17 countries, 100 entities.
  • North America: 2 countries, 100 entities.

Eleven (11) Industries per Industry Classification Benchmark (ICB Standard) distributed as follows:

  • Basic Materials: 129 entities
  • Consumer Discretionary: 87 entities
  • Consumer Staples: 107 entities
  • Energy: 69 entities
  • Financial Services: 252 entities
  • Healthcare: 39 entities
  • Industrials: 116 entities
  • Real Estate: 39 entities
  • Technology: 50 entities
  • Telecommunications: 59 entities
  • Utilities: 53 entities
  • Structural Equations Model (SEM) Output

Estimates R² and beta coefficients of the latent variables and measures how different resilience factors interact.
  • Bootstrapped Model (BT)

Estimates  p-values and measures statistical soundness and structural robustness of the model.
  • Importance–Performance Map Analysis (IPMA)

A policy metric that assesses the relative importance versus performance of each resilience element, enabling entities to redirect resources to high-important low-performing areas of the business.

Who LRI is for

Private corporations and public entities

To score and benchmark resilience metrics locally, regionally, and globally.

Regulators, boards, executive teams, and senior management

To obtain an honest feedback on how business is being run.

Organizations seeking to strengthen governance, readiness, and long-term stakeholder trust

To measure customer satisfaction objectively and scientifically.

LRI helps organizations move:

A Frontier Corporate Resilience Tool

LRI features 195 standard prompts (questions) empirically extracted from corporate data that mimic best-practice standards for the 1,000 entities that comprise the model’s empirical anchor.

Entity rankings are pre-calculated for the model data based on the following categorical scores: [0 – 20: Bottom Quintile], [21 – 40: Below Mid Quintile], [41 – 60: Mid Quintile], [61 – 80: Above Mid Quintile], [81 – 100: Top Quintile].

Entity managers can obtain as many User Unique Identifiers as they wish; the UUIDs aggregate company reports for policy actions. The UUIDs are embedded in the shareable link, which managers receive upon registration/logging in.

LRI produces a comprehensive resilience report tailored to each entity, highlighting its strengths, identifying operational gaps, and recommending targeted policy actions.

Each entity can benchmark its resilience scores against those of its country, industry, or region in the database of 1000 entities available on the platform.

LRI Global Model Output

Full LRI Model BT

Full LRI Model BT

Full LRI Model SEM

Full LRI Model SEM

Reputational Resilience BT

Reputational Resilience BT

Full LRI Model BT

Full LRI Model BT

Full LRI Model SEM

Full LRI Model SEM

Reputational Resilience BT

Reputational Resilience BT

Full LRI Model BT

Full LRI Model BT

Full LRI Model SEM

Full LRI Model SEM

📊 Explore LRI Global Output Dataset

Advanced Company Filter

The LRI Global Data Table reports empirically generated LRI indices for the 1,000 Global Anchor Entities (entity names encrypted).

The empirical LRI indices serve as benchmark for new entities to compare their scores against regions, industries, and countries.

Frequently Asked Questions (FAQ's)

What is the Leading Resilience Index (LRI)?

LRI is a business resilience assessment framework that measures how prepared, sustainable, and operationally sound an organization is—then benchmarks it against comparable entities.

LRI evaluates incident management, crisis resilience, resource management, leadership competency, and stakeholder perception using standardized prompts.

Boards, regulators, executive teams, and organizations that need evidence-based resilience benchmarking and improvement actions.

Yes—LRI supports benchmarking by region, country, and industry using its global reference dataset.