Leading Resilience Index
(LRI)

Enterprise Resilience Assessment & Business Resilience Benchmarking Platform

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
Corporate Resilience Framework

About Leading Resilience Index

Real-time resilience measurement

The Leading Resilience Index (LRI) is a questionnaire-based online tool measuring how genuinely prepared an organization is to withstand adversity and sustain operational, managerial, and structural resilience under both dynamic and static market conditions. It answers a question on every business leader's mind today:

If our organization were to face a disruption today, how likely would we survive, and how well would we perform relative to our peers?

LRI delivers this answer from real-time primary data gathered across the entity's own ecosystem — staff, managers, leaders, customers, suppliers, and regulators.

1,000 Corporates researched
76 Countries covered

LRI not only gives any organization a clear resilience score but also enables it to benchmark that score against peers across industries, countries, and regions.

What LRI Measures

LRI measures business resilience through empirically derived prompts that span four core dimensions:

Operational Resilience

Boldness and composure in the face of uncertainty.

Resource Stewardship

Efficiency and discipline in resource management.

Leadership Maturity

Alignment of leadership to core business strategy.

Reputation Management

Socially responsible, trust-building behavior.

LRI draws on entity-specific, real-time primary data — gathered through a questionnaire administered anonymously online to targeted respondents.

It produces ten resilience scale reports that highlight strengths, identify operational gaps, and recommend targeted remedial policy actions.

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:

From
To
Assumptions
Evidence
Perceptions
Intelligence
Reactions
Confidence
KPIs
LRI
Empirically anchored

A Frontier Corporate Resilience Tool

LRI runs on 195 standardized prompts, empirically extracted from the corporate data of the 1,000 entities that form the model’s benchmark anchor.

Every entity score maps to one of five pre-calculated performance quintiles:

0–20
Bottom
Quintile
21–40
Below Mid
Quintile
41–60
Mid
Quintile
61–80
Above Mid
Quintile
81–100
Top
Quintile

Shareable, multi-user access

Managers generate as many User Unique Identifiers (UUIDs) as they need. Each is embedded in a shareable link issued at registration, aggregating company reports for policy action.

Entity-tailored reports

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

Peer benchmarking

Each entity benchmarks its resilience scores against peers by country, industry, or region across the full 1,000-entity database.

Technical Specifications of the LRI Model

  • Measurement Types
  • Industries Covered
  • Sample Distribution
  • Production Modules
  • 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.

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

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.

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.

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.

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