What is PeopleAnalyst?

PeopleAnalyst is the front door for people-analytics research: 205+ works indexed and profiled, 40+ citation-grade findings extracted, and peer-reviewed behavioral science translated from academic to actionable — the missing manual for the people analytics you always meant to do.

What is people analytics?

People analytics is not a dashboard. It is behavioral science and statistical inference applied to workforce decisions — a discipline with its own methodology, spanning measurement, organizational design, talent, leadership, and analytics craft.

Why does AI in HR need measurement science?

AI is being deployed in high-stakes people decisions — hiring, performance, attrition — without the measurement science to evaluate whether it works or whom it harms. Construct validity, effect sizes, and criterion validity are the vocabulary for asking an AI vendor the right questions.

How is the research made accessible?

The evidence is indexed and searchable: 205+ works, 40+ citation-grade insight cards, and 8 research arcs, so the right finding reaches the right decision at the right time.

What separates good people measurement from assertion?

Good measurement has a method: construct validity, reliability, and effect-size interpretation are not optional — they are what separates evidence from assertion.

library / libda1d50b6da0e0d24

Built to Last (Good to Great)

Good to Great

In a sentence

Enduringly great companies achieve long-term success by preserving a deeply held core ideology while relentlessly stimulating progress in everything else, a dynamic they enable through specific, aligned organizational habits.

Based on a six-year research project at the Stanford University Graduate School of Business, 'Built to Last' compares eighteen truly exceptional and long-lasting companies with a carefully selected set of direct competitors. By studying these companies from their very beginnings to the present day, James Collins and Jerry Porras uncover the timeless principles that distinguish visionary companies from the rest. The book shatters pervasive business myths—such as the need for a great founding idea or a charismatic leader—and reveals a powerful, counterintuitive framework. At its heart is the dynamic of 'Preserving the Core and Stimulating Progress.' Visionary companies don't just balance these two forces; they embrace them as a paradoxical whole. This book provides a practical guide, filled with hundreds of specific examples, for leaders at all levels who want to build an organization that stands the test of time, achieves superior performance, and makes a lasting impact.

The four lenses

Science
Statistics
Systems
Strategy

Tags

strategy

The model

This model illustrates the core theory of 'Built to Last,' which posits that visionary companies achieve enduring greatness by simultaneously preserving a core ideology and stimulating progress. This dynamic is enacted through specific organizational mechanisms (Design Levers) that foster key psychological and behavioral states (Mediators), leading to the ultimate outcome of becoming a premier, resilient, and high-performing institution.

Articulated Core Ideologycontextual condition

The explicit definition of the organization's essential and enduring tenets (core values) and its fundamental reason for existence beyond just making money (purpose). This ideology is discovered from within, held authentically, and remains relatively fixed over time.

Core Preservation Mechanismsdesign lever

The set of tangible organizational practices and policies designed to protect, reinforce, and ensure continuity of the core ideology. This includes developing cult-like cultures and promoting home-grown management.

Progress Stimulation Mechanismsdesign lever

The set of tangible organizational practices and goals designed to create discontent with the status quo and impel change, improvement, and forward movement in everything not part of the core ideology. This includes setting BHAGs, fostering evolutionary progress, and driving continuous improvement.

Ideological Commitmentpsychological state

The psychological and behavioral state within the organization characterized by a fervent, shared belief in the core ideology and a deep sense of belonging to something special and elite. It reflects the degree to which the ideology is a living force guiding behavior.

Relentless Drive for Progresspsychological state

A deep, inner, and self-perpetuating organizational urge to explore, create, discover, achieve, change, and improve. It is an internal force that does not wait for external pressures and combines high self-confidence with harsh self-criticism.

Organizational Alignmentbehavioral pattern

The degree to which all elements of a company—goals, strategies, tactics, organizational structure, systems, and cultural practices—work in concert to reinforce the core ideology and stimulate progress. It represents the translation of vision into consistent, mutually reinforcing reality.

Visionary Company Statureoutcome metric

The ultimate attainment of becoming a premier, enduring institution in its industry, characterized by remarkable longevity, resilience to adversity, superior long-term financial performance, and a significant, indelible impact on the world.

How they connect

core preservation mechanisms → predicts ideological commitment
progress stimulation mechanisms → predicts relentless drive for progress
core preservation mechanisms → predicts organizational alignment
progress stimulation mechanisms → predicts organizational alignment
ideological commitment → predicts visionary company stature
relentless drive for progress → predicts visionary company stature
organizational alignment → predicts visionary company stature

The process

The book's playbook is about building an enduring, great organization—a "visionary company." This is achieved not through a single great idea or a charismatic leader (time-telling), but by architecting a company that can prosper for generations (clock-building). The core operating principle is the dynamic of "Preserve the Core and Stimulate Progress." This means establishing a fixed and deeply held core ideology (core values and purpose) that serves as a guiding star, while simultaneously fostering a relentless drive for change, improvement, and evolution in everything else—strategies, practices, and goals. The central process taught is how to articulate this guiding vision. A practitioner first discovers the organization's authentic Core Ideology by identifying its timeless Core Values and fundamental Core Purpose. Then, they create an Envisioned Future by setting a long-term, compelling Big Hairy Audacious Goal (BHAG) and painting a vivid picture of what success will look like. The final, and most crucial, step is to create total organizational alignment, ensuring that all structures, strategies, and mechanisms reinforce the core ideology and drive progress toward the envisioned future. This playbook is a continuous, disciplined process of self-improvement and adaptation, always anchored to an unchanging core.

Articulating a Company Vision

To define the organization's enduring character and aspirational future, creating a guiding context for preserving the core and stimulating progress.

When to use: When an organization needs to define or clarify its identity, set a long-term direction, or establish a foundation for building an enduring, great institution.

Step 1Discover the organization's Core Values, which are its essential and enduring tenets.
Entry: A team is assembled to define the vision.
Exit: A list of 3-6 authentic, timeless core values is drafted.
In: Personal values of key individuals, Organizational history · Out: Draft list of core values
Step 2Articulate the Core Purpose, the organization's fundamental reason for existence beyond just making money.
Entry: Core values have been drafted.
Exit: A concise statement of the organization's fundamental purpose is drafted.
In: Draft list of core values · Out: Statement of core purpose
Step 3Set a vision-level Big Hairy Audacious Goal (BHAG).
Entry: The core ideology (values and purpose) has been discovered.
Exit: A 10-30 year BHAG is defined.
- Choosing the type of BHAG (Target, Common-Enemy, Role-Model, or Internal-Transformation)
In: Core ideology · Out: A defined BHAG
Step 4Create a Vivid Description of what it will be like to achieve the BHAG.
Entry: A BHAG has been set.
Exit: A written, vivid description of the future state is created.
In: The defined BHAG · Out: A vivid description of the future
Step 5Create organizational alignment to bring the vision to life.
Entry: The complete vision (core ideology and envisioned future) is articulated.
Exit: An initial set of alignment actions and misalignment corrections is identified and initiated. This step is ongoing.
In: The complete vision · Out: An aligned organization, A plan for correcting misalignments

The story

The reader The reader is a CEO, manager, or entrepreneur who aspires to build an organization of enduring greatness—one that makes a lasting impact, is widely admired, and thrives for generations beyond their own tenure.

External problem

It's difficult to build a company that achieves sustainable, long-term success amidst the confusing barrage of short-lived management fads and the pressure to produce short-term results.

Internal problem

The reader feels uncertain, frustrated, and overwhelmed by the challenge, often doubting if they have the 'visionary genius' or 'great idea' that is mistakenly believed to be required. They fear their organization will remain mediocre or eventually fade into irrelevance.

Philosophical problem

It's just plain wrong that building a great, enduring company should be a mysterious process available only to a few chosen 'visionaries.' The timeless principles of greatness should be discoverable and applicable by any dedicated leader.

The plan

Shift your focus from being a 'time teller' (a great leader with a great idea) to being a 'clock builder' (an architect of a great organization).
Discover and articulate your organization's core ideology—its unshakable core values and enduring purpose beyond just making money.
Instill a relentless drive for progress by setting Big Hairy Audacious Goals (BHAGs) and creating mechanisms for evolutionary progress and continuous improvement.
Build total organizational alignment, ensuring that every part of your company reinforces both preserving the core and stimulating progress.

Success

The reader builds a premier institution in its industry, widely admired and highly profitable for the long term.
The organization develops a clear, powerful identity that attracts and retains exceptional people.
The company becomes a resilient, adaptive organization that thrives for generations.
The reader leaves a lasting legacy of having created something truly worthy of enduring.

At stake

The organization remains average, gets stuck in mediocrity, or lurches from one short-term strategy to the next.
The company fails to achieve its full potential and eventually fades into irrelevance or gets acquired.
The reader's hard work fails to create a lasting impact, and the organization crumbles after they leave.

Questions this book answers

What makes the truly exceptional companies different from other good companies that had the same opportunities in life but didn't attain the same stature?
What are the timeless management principles that consistently distinguish outstanding companies over long periods?
How do visionary companies manage the paradox of continuity and change?
Is a great idea or a charismatic visionary leader necessary to build a great company?
What is the role of profit maximization in the most successful and enduring companies?

Glossary

Articulated Core Ideology: The organization's essential and enduring tenets (core values) and its fundamental reason for existence beyond just making money (purpose). This ideology is discovered from within, held authentically, and remains relatively fixed over time.
Core Preservation Mechanisms: The set of tangible organizational practices and policies designed to protect, reinforce, and ensure continuity of the core ideology.
Progress Stimulation Mechanisms: The set of tangible organizational practices and goals designed to create discontent with the status quo and impel change, improvement, and forward movement in everything not part of the core ideology.
Ideological Commitment: The psychological and behavioral state within the organization characterized by a fervent, shared belief in the core ideology and a deep sense of belonging to something special and elite. It reflects the degree to which the ideology is a living force guiding behavior.
Relentless Drive for Progress: A deep, inner, and self-perpetuating organizational urge to explore, create, discover, achieve, change, and improve. It is an internal force that does not wait for external pressures and combines high self-confidence with harsh self-criticism.
Organizational Alignment: The degree to which all elements of a company—goals, strategies, tactics, organizational structure, systems, and cultural practices—work in concert to reinforce the core ideology and stimulate progress. It represents the translation of vision into consistent, mutually reinforcing reality.
Visionary Company Stature: The ultimate attainment of being a premier, enduring institution in its industry, characterized by remarkable longevity, resilience to adversity, superior long-term financial performance, and a significant, indelible impact on the world.

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