References Library
The books behind the work.
Each profile is a structured read of a book — its thesis, the model of the world it argues, and the measures that model implies. 60 books and counting, across four lenses: science, statistics, systems, and strategy.
60 of 60
12_ The Elements of Great Managing
Rodd Wagner & James Harter
Drawing on Gallup's massive employee-opinion database, the book identifies twelve measurable elements of work life that great managers cultivate to drive engagement, performance, and profitability.
Strategy17 constructs17 factorsAntifragile (Incerto)
Nassim Nicholas Taleb
Some things benefit from shocks, volatility, randomness, disorder, and stressors—and the book builds a systematic, nonpredictive way to identify, classify, and exploit this property called antifragility across health, economics, politics, technology, and ethics.
Strategy13 constructs13 factorsAnxiety at Work_ 8 Strategies to Help Teams Build Resilience, Handle Uncertainty, and Get Stuff Done
Adrian Gostick & Chester Elton
A practical leadership guide showing managers how to identify, reduce, and prevent workplace anxiety using eight evidence-based strategies that build resilience and improve team performance.
Strategy12 constructs12 factorsArtificial Intelligence - A Very Short Introduction
Margaret A. Boden
A concise, expert tour of what artificial intelligence is, how its major approaches work, what it can and cannot do, and what its philosophical and social implications are.
Systems12 constructs12 factorsBig Data_ A Very Short Introduction (Very Short Introductions)
Dawn E. Holmes
A concise introduction to what big data is, how it is collected, stored, and analysed, and how it is transforming medicine, business, security, and society.
Systems9 constructs9 factorsBook Summary_ The Goal by Eliyahu Goldratt
Eliyahu M. Goldratt
A failing plant manager, guided by a Socratic physicist named Jonah, discovers that the goal of any manufacturing organization is to make money, and learns to manage by identifying and exploiting system constraints rather than chasing local efficiencies.
Strategy11 constructs11 factorsCompensating the Sales Force_ A Practical Guide to Designing Winning Sales Reward Programs, Second Edition
David J. Cichelli
A practical, job-content-driven guide to designing, constructing, administering, and assessing sales compensation plans that align seller behavior with company strategy.
Strategy11 constructs11 factorsCompensating the Sales Force, Third Edition_ A Practical Guide to Designing Winning Sales Reward Programs
David J. Cichelli
A practical, comprehensive guide to designing strategically aligned, motivating sales compensation plans by grounding plan design in sales job content and the point of persuasion.
Strategy14 constructs14 factorsCompensation
Lance A. Berger & Dorothy Berger
A comprehensive, multi-author reference that shows compensation and HR professionals how to design, implement, and audit pay programs that align with business strategy, culture, and talent management to create sustainable competitive advantage.
Strategy14 constructs14 factorsCompensation and Benefit Design
Bashker D. Biswas
A technical guide that teaches human resource professionals how to apply finance and accounting principles to the design, costing, and administration of global compensation and benefit programs.
Strategy11 constructs11 factorsCultures and Organizations_ Software of the Mind, Third Edition
Geert Hofstede, Gert Jan Hofstede & Michael Minkov
A research-grounded account of how national, organizational, and occupational cultures differ along measurable dimensions, why those differences persist, and what they mean for cooperation in an interdependent world.
Science16 constructs16 factorsDesign, Evaluation, and Analysis of Questionnaires for Survey Research (Wiley Series in Survey Methodology)
Irmtraud N. Gallhofer & Willem E. Saris
A systematic, science-based method for designing survey questions, predicting their measurement quality before data collection, and correcting for measurement error in analysis.
Statistics12 constructs12 factorsDiagnosing and Changing Organizational Culture
Kim S. Cameron & Robert E. Quinn
A practical, research-grounded guide to diagnosing and transforming organizational culture using the Competing Values Framework and its validated assessment instruments.
Strategy9 constructs9 factorsExploratory Factor Analysis (Understanding Statistics)
Marley W. Watkins
A practical, formula-light, step-by-step guide to conducting exploratory factor analysis (EFA) in SPSS using evidence-based best practices.
Statistics13 constructs13 factorsFirst, Break All the Rules_ What the World_s Greatest Managers Do Differently
Marcus Buckingham & Curt Coffman
Based on Gallup's massive study of over 80,000 managers and a million employees, this book reveals that great managers reject conventional wisdom and instead select for talent, define outcomes, focus on strengths, and find the right fit for each person.
Strategy11 constructs11 factorsGoal Setting & Team Management with OKR - Objectives and Key Results_ Skills for Effective Office Leadership, Smart Business Focus, & Growth. How to Manage Projects, People & Employees. 2nd Edition
Thomas Pearson
A practical guide to adopting the OKR (Objectives and Key Results) framework to set ambitious goals, align teams, and lead an engaged, high-performing workforce.
Strategy13 constructs13 factorsHigh Output Management
Andrew S. Grove
A practicing CEO teaches managers that their true output is the output of their team, and shows how applying production principles, leverage, and motivation systematically raises that output.
Strategy15 constructs15 factorsHuman + Machine
Paul R. Daugherty & H. James Wilson
In the age of AI, the greatest business value comes not from machines replacing humans but from humans and machines collaborating in a 'missing middle' to reimagine work and processes.
Systems11 constructs11 factorsInformation Architecture
Louis Rosenfeld, Peter Morville & Jorge Arango
A practical, principles-based guide to information architecture—the discipline of structuring shared information environments to make content findable and understandable across websites, apps, and the broader cross-channel ecosystem.
Systems14 constructs14 factorsIntroduction to Survey Sampling (Quantitative Applications in the Social Sciences)
Graham Kalton
A concise, practical guide to designing and analyzing probability sample surveys, balancing sampling theory with the real-world problems of frames, nonresponse, and complex designs.
Statistics11 constructs11 factorsLeadership and the New Science
Margaret J. Wheatley
A management thinker argues that the discoveries of quantum physics, self-organizing systems, and chaos theory offer a radically new and more hopeful way to lead organizations in a world of constant change.
Strategy11 constructs11 factorsLeading Organization Design
Gregory Kesler & Amy Kates
A practical, five-milestone process for business leaders to make deliberate organization design decisions that translate strategy into executable capabilities, balanced power relationships, and the right talent.
Strategy14 constructs14 factorsLean Recruitment_ Finding Better Talent Faster
Gary Romano & Alison LaRocca
A practical, three-phase methodology that lets small and medium-sized organizations recruit top talent faster and cheaper than traditional hiring or recruitment firms.
Strategy9 constructs9 factorsMeasurement_ A Very Short Introduction (Very Short Introductions)
David J. Hand
A concise tour of what measurement actually is, how it spans a continuum from representational to pragmatic, and how it underpins—and shapes—our understanding across the physical, life, behavioural, and social sciences.
Statistics10 constructs10 factorsNetworks_ A Very Short Introduction (Very Short Introductions)
Guido Caldarelli & Michele Catanzaro
A concise introduction to network science showing how the hidden web of connections among elements—rather than the elements themselves—governs the behavior of social, biological, technological, and economic systems.
Statistics11 constructs11 factorsObedience to Authority (Perennial Classics)
Stanley Milgram
Through a series of controlled laboratory experiments, Stanley Milgram demonstrates that ordinary people will inflict apparently lethal harm on an innocent person simply because a legitimate authority commands them to.
Science13 constructs13 factorsOKRs - From Mission to Metrics - How Objectives and Key Results Can Help Your Company Achieve Great Things
Francisco S. Homem de Mello
A practical, science-grounded guide to implementing Objectives and Key Results (OKRs) that actually work by detangling goals from compensation and running disciplined short cycles from mission down to metrics.
Strategy14 constructs14 factorsOne hundred years of attrition research (2017)
Peter W. Hom, Jason D. Shaw, Thomas W. Lee & John P. Hausknecht
A century-spanning review of employee turnover theory and research that traces how scholarship moved from atheoretical cost-control studies to rich models of why people leave, why they stay, and how collective turnover shapes organizations.
Science14 constructs14 factorsOrganizations_ A Very Short Introduction (Very Short Introductions)
Mary Jo Hatch
A concise tour of how and why humans organize, weaving metaphors, theories, and disciplines to show that organization, organizations, and organizing are distinct yet inseparable facets of coordinated human life.
Strategy12 constructs12 factorsPay Matters_ The Art and Science of Employee Compensation
David Weaver
A practical guide to building a fair, market-based, and well-communicated employee compensation system that balances controlling labor cost with paying people what they're worth.
Strategy13 constructs13 factorsPeople Analytics & Text Mining with R
Cedric Ng Mong Shen
A practical, beginner-friendly guide to using free R software to run People Analytics, predictive HR modeling, social media mining, and text/sentiment analysis to link HR levers to business outcomes.
Statistics15 constructs15 factorsPeople Analytics For Dummies
Mike West · 2019
To drive meaningful business outcomes, human resource decisions must evolve from intuitive guesses and outdated traditions into a rigorous, data-driven discipline of people analytics.
Strategy19 constructs5 factorsPhilosophy of Science_ Very Short Introduction
Samir Okasha
A concise tour of the central questions in philosophy of science—what science is, how scientific inference works, what explanation means, whether theories describe reality, how science changes, and how it relates to its critics.
Science8 constructs8 factorsPractical Statistics for Data Scientists
Peter Bruce, Andrew Bruce & Peter Gedeck
A practitioner's guide to the 50+ core statistical concepts data scientists actually need, explaining which classical methods matter for modern data work and why.
Statistics12 constructs12 factorsPredictably Irrational, Revised and Expanded Edition
Dan Ariely
A behavioral economist demonstrates through clever experiments that human irrationality is not random but systematic and predictable, shaping the decisions we make about money, relationships, honesty, and happiness.
Science17 constructs17 factorsPredictive HR Analytics
Cedric Ng Mong Shen
A practical, Excel-driven guide that teaches HR professionals with no statistical background how to use predictive analytics to forecast employee behavior and drive measurable business results.
Statistics15 constructs15 factorsPredictive HR Analytics, Text Mining & Organizational Network Analysis_ with Excel
Cedric Ng Mong Shen
A practical, do-it-yourself guide showing HR professionals how to run predictive analytics, text mining, sentiment analysis, and organizational network analysis entirely in Microsoft Excel to drive better business decisions.
Statistics14 constructs14 factorsProbability_ A Very Short Introduction (Very Short Introductions)
John Haigh
A concise tour of probability as the formal study of uncertainty, explaining its core interpretations, mathematical laws, history, and wide-ranging applications to decisions in everyday life, games, science, medicine, law, and finance.
Statistics7 constructs7 factorsReliability and Validity Assessment
Edward G. Carmines & Richard A. Zeller
A concise, foundational guide to how social scientists can assess whether their measures consistently capture (reliability) and accurately represent (validity) the abstract concepts they intend to measure.
Statistics9 constructs9 factorsScale Development (Applied Social Research Methods)
Robert F. DeVellis & Carolyn T. Thorpe
A practical and theoretically grounded guide to creating, evaluating, and validating multi-item measurement instruments—scales and indices—for assessing unobservable social and psychological constructs.
Statistics13 constructs13 factorsScaling Up Compensation
Verne Harnish & Sebastian Ross
A practical guide to designing compensation systems that turn payroll—your largest expense—into a strategic advantage for attracting, retaining, and motivating talent while minimizing drama.
Strategy17 constructs17 factorsStatistics for Compensation
John H. Davis
A practical, applied guide that teaches compensation and HR professionals the descriptive statistics and model-building techniques needed to analyze pay data and make sound, defensible decisions.
Statistics12 constructs12 factorsStatistics_ A Very Short Introduction (Very Short Introductions)
David J. Hand
A concise tour of modern statistics that reframes the discipline as the exciting technology of extracting meaning and understanding from data rather than tedious arithmetic.
Statistics8 constructs8 factorsStaying Power - Why Your Employees Leave and How to Keep Them Longer
Cara Silletto & Leah Brown
A practical guide explaining why today's employees leave faster than ever and how managers can adapt their leadership to retain talent longer in an employee-driven market.
Strategy13 constructs13 factorsStrategic Compensation and Talent Management
Jed DeVaro
A practical, manager-focused guide arguing that compensation is fundamentally driven by market competition, and that good managers use pay strategically to attract, motivate, and retain talent.
Strategy12 constructs12 factorsSURVEY & QUESTIONNAIRE DESIGN_ Collecting Primary Data to Answer Research Questions (55)
Jane Bourke, Ann Kirby & Justin Doran
A practice-oriented guide to designing surveys and questionnaires that collect valid, reliable primary data to answer well-formulated research questions.
Statistics12 constructs12 factorsThe Art of Statistics
David Spiegelhalter
A leading statistician explains how to think clearly about data, drawing reliable conclusions from imperfect numbers while guarding against the many ways statistical reasoning goes wrong.
Statistics10 constructs10 factorsThe Book of Why - The New Science of Cause and Effect
Judea Pearl & Dana Mackenzie
A manifesto for the Causal Revolution showing how causal diagrams and the mathematics of counterfactuals let us answer 'why' questions that statistics alone never could.
Statistics9 constructs9 factorsThe Coding Manual for Qualitative Researchers
Johnny Saldaña
A comprehensive reference manual that profiles 35 distinct coding methods and analytic strategies qualitative researchers can use to transform raw textual and visual data into categories, themes, concepts, and theory.
Statistics9 constructs9 factorsThe Culture Code
Daniel Coyle
Through a patented 'discovery' method, Clotaire Rapaille reveals the unconscious 'Culture Codes'—the emotional meanings cultures imprint on things like cars, love, food, and money—that secretly drive why people buy and behave as they do.
Science12 constructs12 factorsThe Dawn of Everything
David Graeber & David Wengrow
A sweeping reinterpretation of human history that argues social inequality, hierarchy, and the state were not inevitable consequences of agriculture or scale, but the result of self-conscious political choices that humans made—and frequently unmade—over tens of thousands of years.
Science10 constructs10 factorsThe Information
James Gleick
A sweeping history and theory of information, tracing how the abstract concept of information—measurable in bits, divorced from meaning—became the foundational substrate of communication, computation, biology, physics, and modern life.
Systems10 constructs10 factorsThe Lucifer Effect
Philip Zimbardo
Drawing on his Stanford Prison Experiment and the Abu Ghraib abuses, Philip Zimbardo demonstrates how powerful situational and systemic forces can lead ordinary, good people to commit acts of evil—and how understanding these forces enables both resistance and heroism.
Science14 constructs14 factorsThe Model Thinker
Scott E. Page
A guide to becoming a 'many-model thinker' who confronts the complexity of the modern world by applying ensembles of formal models to reason, explain, design, communicate, act, predict, and explore.
Statistics12 constructs12 factorschaptersThe Nature of Statistics (Dover Books on Mathematics)
W. Allen Wallis & Harry V. Roberts
Statistics is not merely numbers but a body of methods for making wise decisions in the face of uncertainty, and this book teaches readers to interpret statistical claims skillfully through real-world examples rather than technical figuring.
Statistics12 constructs12 factorsThe WorldatWork Handbook of Compensation, Benefits and Total Rewards
WorldatWork
A comprehensive practitioner's guide to designing, administering, and communicating total rewards programs—compensation, benefits, and work-life—that align employee value with organizational business strategy.
Strategy14 constructs14 factorsthe_talent_code.external
Daniel Coyle
Greatness isn't an innate gift but a process that can be grown through deep practice, ignition, and master coaching, all working through a neural insulator called myelin.
Science9 constructs9 factorsThinking and Reasoning_ A Very Short Introduction (Very Short Introductions)
Jonathan St B. T. Evans
A concise survey of how cognitive psychology explains human thinking, reasoning, and decision making, showing why we are often biased yet broadly intelligent, and proposing a dual-process 'two minds' account.
Science10 constructs10 factorsWork Rules! (Insights from Inside Google That Will Transform How You Live and Lead)
Laszlo Bock
Google's former head of People Operations reveals the data-driven, values-based people practices that any organization can adopt to attract, develop, and retain great people while making work more meaningful and free.
Strategy20 constructs20 factorsWorkforce Ecosystems (Management on the Cutting Edge)
Elizabeth J. Altman, David Kiron, Jeff Schwartz & Robin Jones
A practical framework for leaders to recognize, define, and orchestrate workforce ecosystems—interdependent networks of employees, external contributors, partners, complementors, and technologies—to reach strategic goals.
Strategy14 constructs14 factors