References Library
The books behind the work.
441 books, read structurally.
Each profile is a structured read of a book — its thesis, the model of the world it argues, and the measures that model implies. Filterable across four lenses: science, statistics, systems, and strategy. Beyond these, 265 more are in the collection awaiting structured reads.
In focus — works we’re actively building on
Laszlo Bock
Bock's Google playbook, run through the peer-reviewed research and turned into analyses you can actually execute. The 14-chapter companion Guide is live.
Mike West
The foundation: attract, activate, retain. The Triple-A framework and the measures that make it executable without a PhD.
Read the profile →441 of 441
$100M Lost Chapters
Alex Hormozi
A compilation of unreleased chapters from Alex Hormozi's $100M Series that deepen understanding of avatar selection, free/discount/premium promotions, customer-financed acquisition math, offer stacking, and lead-getting employees.
12 constructs12 factorschapters12_ 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 factorschapters263074003-Competency-Dictionary
0A practical guide and competency framework for administering the State System of Higher Education's Management Performance and Reward Program, linking manager behaviors and results to organizational goals.
8 constructsA Philosophy of Software Design (2nd Edition)
John Ousterhout
Software complexity is the root enemy of programmer productivity, and every design decision should be evaluated by how much it reduces or increases complexity in the system as a whole.
Systems18 constructschaptersA Practical Guide to Assessment Centres and Selection Methods Measuring Competency for Recruitment and Development
Ian Taylor M.B
A hands-on manual showing HR and recruitment practitioners how to design, sell, and run valid assessment and development centres that measure competency through observable behaviour rather than inferred internal states.
14 constructsA Practical Guide To Conjoint Analysis
0A concise practical guide that explains how conjoint analysis infers the value consumers place on individual product attributes by analyzing their ratings of or choices among realistically described products.
7 constructschaptersAdvanced Concepts in Defensive Tactics
0A veteran FBI use-of-force instructor argues that law enforcement officers survive violent encounters not by memorizing countless techniques but by mastering a few core concepts, proven principles, and a warrior mindset—organized around a new resistance-first use of force model.
12 constructsAdvanced Strategic Planning a New Model
0A comprehensive guide for church leaders to reverse decline by implementing a visionary strategic planning process that creates a unique, effective ministry model to fulfill the Great Commission.
8 constructsAgile Workforce Planning
Adam Gibson
An agile, six-stage framework for aligning an organization's workforce with its evolving business strategy to improve performance and build resilience in a volatile world.
5 constructschaptersAI Agents and Applications (with LangChain, LangGraph, and MCP)
Roberto Infante
A hands-on developer guide that takes you from LLM prompt basics through advanced RAG, multi-tool agents, multi-agent systems, and the Model Context Protocol using LangChain, LangGraph, and LangSmith.
Statistics14 constructsAI Engineering: Building Applications with Foundation Models
Chip Huyen
A comprehensive engineering guide for building production-ready AI applications on top of foundation models, covering the full stack from evaluation and prompt engineering to RAG, finetuning, inference optimization, and deployment architecture.
Statistics16 constructschaptersAia Compensation Guidelines Architectural
0A management guide showing architects and engineers how to determine fair, cost-based compensation for professional services by identifying, itemizing, estimating, and monitoring the work required for a project.
10 constructsAmp It Up Slootman
0A serial hypergrowth CEO argues that any organization can dramatically improve performance by raising standards, increasing urgency, and elevating intensity—amping up execution around a clear mission.
13 constructsAn a to Z Guidebook on Microservices An Introduction Explaining Microservices and Their Patterns Microservices Patterns Book
Jarred Nawda
A comprehensive A-to-Z introduction to microservices architecture that walks developers and architects through every foundational concept, pattern, and practice needed to design, build, and operate distributed systems.
19 constructsAn Everyone Culture: Becoming a Deliberately Developmental Organization
Robert Kegan, Lisa Laskow Lahey
A radical new model for unleashing a company's potential by creating a culture where everyone is dedicated to personal growth, turning weaknesses and errors into opportunities for development.
8 constructsAn Introduction to Statistical Learning: with Applications in R
Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani
A practical, accessible introduction to statistical learning that teaches the major supervised and unsupervised methods for understanding and predicting from data, with hands-on Python labs.
12 constructs12 factorsAnalytics at Work: Smarter Decisions, Better Results
Thomas H. Davenport, Jeanne G. Harris, Robert Morison
A practical, implementation-focused guide showing how any organization can build the capabilities to put analytics to work in everyday decisions and processes to make smarter decisions and get better results.
11 constructs11 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 constructsAnxiety 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 factorschaptersApa Handbook Io V2
0A comprehensive handbook detailing the scientific foundations and evidence-based practices for selecting, appraising, and developing organizational members to enhance individual and firm performance.
15 constructsApe
0A comprehensive guide for authors to successfully navigate the modern publishing landscape by mastering the three essential roles of Author, Publisher, and Entrepreneur.
10 constructsApplied Psychology in Human Resource Management
Wayne F. Cascio & Herman Aguinis
A comprehensive, research-based textbook that applies the principles of psychology to the field of human resource management to make organizations more effective and work more satisfying.
16 constructsArchitecture Patterns with Python
Harry J. W. Percival & Bob Gregory
A practical guide to applying Domain-Driven Design, Test-Driven Development, and Event-Driven Architecture patterns in Python to build maintainable, testable, and loosely coupled systems.
Systems20 constructsArmstrong's Handbook of Strategic Human Resource Management
Michael Armstrong
A comprehensive guide to aligning human resource strategies with business objectives to enhance organizational performance and achieve sustained competitive advantage.
8 constructsArtificial Intelligence
0A comprehensive AI knowledge resource that guides organizations and professionals from foundational AI literacy through practical adoption frameworks, ethical governance, and workforce transformation strategies needed to thrive in an AI-driven future.
19 constructsArtificial 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 constructsAssessment Methods in Recruitment, Selection Performance A Managers Guide to Psychometric Testing, Interviews and Assessment…
Robert Edenborough
A comprehensive manager's guide to integrating psychometric testing, structured interviewing, and assessment centres into rigorous, objective selection and performance management systems.
17 constructsBaby Names That Go Together
Eric Groves
A comprehensive resource guide for parents seeking harmonious and thematically linked names for siblings, organized by phonetic, alliterative, and cultural criteria.
4 constructsBaby Names Your Child Can Live With
Lisa Shaw, Andrea Norville
A comprehensive baby-naming reference that organizes thousands of boys' and girls' names by risk level so parents can choose a name their child can actually live with happily.
8 constructsBaby-Led Weaning
Gill Rapley, Tracey Murkett
A guide arguing that babies of around six months can and should feed themselves whole family foods from the start, skipping purées and spoon-feeding altogether.
8 constructs8 factorsBare Minimum Parenting the Ultimate Guide
0A humorous guide advocating for a strategically lazy approach to parenting that aims to raise functional, independent adults with far less effort and guilt than mainstream methods demand.
8 constructschaptersBayesian Multilevel Models for Repeated Measures dаta A Conceptual and Practical Introduction in R
Santiago Barreda, Noah Silbert
A practical, hands-on introduction to building, fitting, and interpreting Bayesian multilevel models for repeated measures data using the R package brms.
7 constructs7 factorschaptersBen Horowitz - The Hard Thing About Hard Things_ Building a Business When There Are No Easy Answers (2014, HarperBusiness) - libgen.li
0A battle-tested guide to the brutal, recipe-less challenges of building and running a company, told through Ben Horowitz's near-death experiences leading Loudcloud and Opsware.
14 constructs14 factorschaptersBeyond Multiple Linear Regression Applied Generalized Linear Models And Multilevel Models in R
Paul Roback, Julie Legler
An applied textbook that teaches statisticians and data analysts how to move beyond standard linear regression to effectively model non-normal and correlated data using Generalized Linear Models and Multilevel Models in R.
4 constructs4 factorschaptersBig 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 constructsBig Data: A Revolution That Will Transform How We Live, Work, and Think
Viktor Mayer-Schönberger, Kenneth Cukier
Big data—the ability to analyze vast quantities of information rather than samples—is transforming how we understand the world by privileging correlation over causation, scale over exactitude, and prediction over explanation.
13 constructs13 factorsBird by Bird Lamott
0A compassionate and humorous guide to writing and life that encourages aspiring authors to embrace imperfection, find their authentic voice, and tackle the creative process one small, manageable step at a time.
10 constructsBlitzscaling
0Blitzscaling is the strategy of prioritizing speed over efficiency in an environment of uncertainty to achieve massive, market-dominating scale faster than competitors.
13 constructs13 factorschaptersBook 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 factorsBootstrapping Microservices, Second Edition (MEAP) With Docker, Kubernetes, GitHub Actions, and Terraform
Ashley Davis
A hands-on, practical guide that takes developers from zero to a fully deployed, continuously delivered microservices application using Docker, Kubernetes, and Terraform—cutting through the steep learning curve by building a real video-streaming platform step by step.
Systems19 constructsBreakthrough Advertising
Eugene Schwartz
A master mail-order copywriter reveals that advertising works not by creating desire but by channeling pre-existing mass desire onto a product through the strategic crafting of headlines and body copy.
11 constructs11 factorsBuild a Multi-Agent System (From Scratch)
Manning (MEAP)
A hands-on guide to building LLM agents and multi-agent systems from scratch by developing your own educational framework with support for tools, MCP, Skills, memory, human-in-the-loop, and the A2A protocol.
11 constructsBuild an AI Agent (From Scratch)
Manning (MEAP)
A hands-on guide to building autonomous AI agents from scratch by focusing on the core principle of Context Engineering, empowering developers to understand, debug, and create their own agent frameworks.
8 constructsBuilding Reliable AI Systems
Manning (MEAP)
This book provides a comprehensive engineering framework for building, deploying, and maintaining reliable, trustworthy, and production-ready AI systems powered by Large Language Models.
7 constructsBuilt to Last (Good to Great)
0Enduringly 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.
7 constructsBulletproof Spirit
0A veteran police captain shows first responders how to protect, nurture, and heal their spirits so that the cumulative trauma of a career in public service does not destroy their health, relationships, and lives.
12 constructsBusiness Adventures
0Through twelve richly reported case studies from Wall Street and corporate America, John Brooks reveals the enduring human dramas, follies, and institutional behaviors that define financial and business life.
9 constructs9 factorschaptersBusiness Applications of Operations Research
Bodhibrata Nag
This book demonstrates how to use mathematical Operations Research techniques and software to solve a wide range of common business problems and optimize decision-making across various management functions.
6 constructschaptersBusiness Intelligence and Big Data
0A scholarly synthesis arguing that organizational success in the digital age depends on building Business Intelligence and Big Data (BI&BD) capabilities to convert data into knowledge, value, and competitive advantage.
9 constructs9 factorsBusiness Intelligence Guidebook: From Data Integration to Analytics
Rick Sherman
A comprehensive, vendor-agnostic practitioner's guide to building a sustainable business intelligence environment from data integration through advanced analytics, with emphasis that BI success depends as much on people, process, and politics as on technology.
15 constructs15 factorsCase study research design and methods
Robert K. Yin
A comprehensive methodological guide for designing and conducting rigorous case study research in the social sciences to produce valid, reliable, and generalizable findings.
15 constructsChild of Mine: Feeding with Love and Good Sense
Ellyn Satter
To raise a healthy, competent eater, parents must establish a division of responsibility by providing nutritious food at regular times and then trusting their child to decide how much, or whether, to eat.
6 constructs6 factorsCo Active Coaching Kimsey House
0A comprehensive model for coaching in which coach and coachee form an active, equal alliance that draws out the coachee's own creativity, resourcefulness, and wholeness to create fulfilling, balanced, and fully lived lives.
9 constructsCo-Intelligence: Living and Working with AI
Ethan Mollick
A Wharton professor guides readers through the alien nature of Large Language Models, offering four principles for working alongside AI as a genuine co-intelligence rather than fearing or blindly trusting it.
19 constructsCoaching for Leadership - The Practice of Leadership Coaching from the Worlds Greatest Coaches (J-B US non-Franchise…
Marshall Goldsmith, Laurence S. Lyons
A compilation of essays from the world's top coaches, this book provides a comprehensive guide to the principles, practices, and applications of executive coaching for developing leaders and driving organizational change.
9 constructsCoaching for Performance Whitmore
0A definitive guide to performance coaching that shows how a coaching leadership style, grounded in awareness and responsibility, unlocks human potential and creates high-performance, interdependent organizational cultures.
14 constructsCompany of One: Why Staying Small Is the Next Big Thing for Business
Paul Jarvis
A manifesto and practical guide arguing that questioning growth and staying small on purpose is a smarter, more resilient, and more profitable way to build a business and a life.
16 constructs16 factorschaptersCompensating the Sales Force, Third Edition_ A Practical Guide to Designing Winning Sales Reward Programs
David J. Cichelli
A practical, step-by-step guide to designing sales compensation plans that align seller behavior with company objectives by starting from sales job content and rewarding the point of persuasion.
Strategy15 constructs15 factorschaptersCompetency Mapping and Assessment Manual - User Guide
0A comprehensive practitioner's manual that teaches HR and L&D professionals how to design, implement, and use competency frameworks, mapping processes, and assessment centers to drive superior talent management outcomes.
20 constructsCompeting on Analytics: The New Science of Winning
Thomas H. Davenport, Jeanne G. Harris
A definitive guide showing how companies turn sophisticated data analysis into a distinctive, hard-to-copy capability that drives superior competitive performance.
9 constructs9 factorsCompeting with flexible lateral organizations
Galbraith, Jay R, Galbraith etc.
Organizations gain sustainable competitive advantage by building lateral organizational capability—the ability to coordinate across functions, business units, and countries—matched carefully to the coordination requirements of their strategy.
20 constructsCompetitive Strategy
0A foundational guide that introduces timeless frameworks, including the Five Forces, for analyzing industry structure and competitor behavior to formulate a strategy that achieves sustainable competitive advantage and superior profitability.
9 constructsComplete Guide Executive Compensation Ellig
0A comprehensive desktop reference guide for designing, implementing, and governing effective executive compensation packages that align with corporate strategy, performance, and regulatory requirements.
12 constructsComplete Idiots Guide Getting Published
0A comprehensive, step-by-step insider's guide for aspiring authors on how to navigate the publishing industry, from developing a marketable idea and securing a contract to working with a publisher and building a successful writing career.
12 constructs12 factorschaptersConsider Your Options Thomas
0A plain-language guide to understanding and strategically managing equity compensation—stock grants, nonqualified options, incentive stock options, and employee stock purchase plans—to maximize after-tax wealth while controlling investment risk.
11 constructsConstructing Grounded Theory
Kathy Charmaz
A practical guide for qualitative researchers on how to use constructivist grounded theory methods to systematically analyze data and construct original theories from the ground up.
3 constructsCourageous Leadership
0A veteran pastor argues that the local church is the hope of the world and that its redemptive potential can only be unleashed when people with the spiritual gift of leadership develop and deploy that gift with courage, skill, and dependence on God.
15 constructsCrew Resource Management
0An authoritative guide to the principles, training, and application of Crew Resource Management (CRM), a human factors system designed to enhance teamwork, communication, and decision-making to improve safety and efficiency in aviation and other high-risk industries.
12 constructsCribsheet
Emily Oster
An economist provides a data-driven framework to help new parents navigate the overwhelming decisions of early childhood, from birth to preschool, by replacing anxiety and conventional wisdom with evidence and personalized choice.
8 constructs8 factorsCultural Analytics
Lev Manovich
Cultural Analytics argues that the only way to truly understand contemporary global culture at its unprecedented scale is to apply computational methods and data science to the systematic study of cultural artifacts, behaviors, and trends.
13 constructsCultures 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 factorschaptersDaniels Performance Management 5th
0A practical guide for managers to improve organizational effectiveness by applying the science of behavior analysis to systematically manage employee performance through data, feedback, and positive reinforcement.
10 constructsData Analysis with LLMs
Immanuel Trummer
A hands-on guide showing developers and data scientists how to use large language models—across text, tables, images, audio, and graphs—to build effective, cost-efficient data analysis pipelines in Python.
Statistics16 constructsData Mining for Business Analytics: Concepts, Techniques, and Applications
Galit Shmueli, Peter C. Bruce, Inbal Yahav, Nitin R. Patel, Kenneth C. Lichtendahl Jr.
A practical, hands-on guide that teaches the core concepts, techniques, and applications of data mining for business analytics using R, organized around a disciplined predictive-modeling process.
12 constructs12 factorsData Science Bookcamp
Leonard Apeltsin
A project-driven Python bootcamp that teaches probability, statistics, machine learning, and NLP through five progressively complex real-world case studies, requiring no prior math background.
16 constructsData Science Bookcamp_ Ten case studies MEAP V01
0A project-driven Python bootcamp that teaches data science by solving five realistic, open-ended case studies spanning probability, statistics, machine learning, NLP, and network analysis.
Systems7 constructs7 factorsData Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking
Foster Provost, Tom Fawcett
A conceptual guide that distills the fundamental principles underlying data science so that business people and aspiring data scientists can think data-analytically about extracting useful knowledge from data to improve business decisions.
12 constructs12 factorsData Science from Scratch: First Principles with Python
Joel Grus
A hands-on introduction to data science that teaches the core concepts, algorithms, and mathematics by implementing everything from scratch in Python rather than relying on existing libraries.
11 constructs11 factorsData Smart: Using Data Science to Transform Information into Insight
John W. Foreman
A hands-on guide that teaches the core algorithms of data science from scratch using spreadsheets (and finally R), so business people can understand, prototype, and deploy these techniques without first buying tools or hiring consultants.
11 constructs11 factorsData Warehouse and Data Mining
0A comprehensive textbook that teaches the foundational concepts, architectures, and techniques of data warehousing and data mining and their real-world applications.
10 constructs10 factorsData-Driven HR
Bernard Marr
A practical guide showing HR professionals how to harness big data, analytics, AI, and connected technologies to transform every core HR function and add strategic value to their organizations.
14 constructschaptersData-Driven Marketing with Artificial Intelligence: Harness the Power of Predictive Marketing and Machine Learning
Martin Wass, Magnus Unemyr
A practical, non-technical guide for marketers and executives on how artificial intelligence, big data, and machine learning are transforming marketing into a data-driven, autonomous, and hyper-personalized discipline.
12 constructs12 factorsData-Driven Marketing: The 15 Metrics Everyone in Marketing Should Know
Mark Jeffery
A practical guide showing that focusing on just 15 essential marketing metrics lets any organization measure, justify, and radically improve marketing performance and gain competitive advantage.
13 constructs13 factorsDeep and Wide Creating Churches Unchurched
0A megachurch pastor reveals the mission, spiritual-formation model, weekend approach, and change-leadership principles behind building churches that unchurched people love to attend.
14 constructsDesign, Evaluation, and Analysis of Questionnaires for Survey Research
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.
12 constructs12 factorschaptersDesigning Data-Intensive Applications
Martin Kleppmann
A deep, principles-first guide to the architecture of reliable, scalable, and maintainable data systems, explaining the trade-offs behind databases, distributed systems, and data processing.
Systems13 constructs13 factorschaptersDesigning Global Sales Incentive Plans_ Step-By-Step Guide
0A practical nine-step (3D6P) methodology for diagnosing sales performance problems and designing globally consistent yet locally flexible sales incentive plans.
14 constructs14 factorschaptersDesigning Machine Learning Systems
Chip Huyen
A holistic, iterative framework for designing production-ready machine learning systems that are reliable, scalable, maintainable, and adaptive across every stage from data engineering to continual learning.
Statistics18 constructschaptersDesigning Organizations
Jay R. Galbraith
A prescriptive guide to strategic organization design that shows how different business and portfolio strategies require different, aligned combinations of structure, processes, rewards, and people—captured in the Star Model—across business-unit and enterprise levels.
16 constructsDesigning team-based organizations new forms for knowledge work
Mohrman, Susan Albers, Cohen etc.
A research-based guide to designing the entire organization—its structures, processes, and systems—to successfully support high-performing teams in complex knowledge work.
14 constructsDesigning the Customer-Centric Organization
Jay R. Galbraith
A guide to how companies can truly organize around the customer by aligning strategy, structure, processes, rewards, and people to deliver integrated solutions rather than stand-alone products.
14 constructsDesigning Your Organization
Kates, Amy Galbraith, Jay R.
A practical guide arguing that different business strategies require deliberately different organizational designs, and showing how to align structure, processes, rewards, and people to build the capabilities needed to execute five common complex strategies.
12 constructsDeveloping and Validating Rapid Assessment Instruments (Pocket Guides to Social Work Research Methods)
Neil Abell, David W. Springer .
A practical, step-by-step guide for social work practitioners and researchers on how to design, develop, and psychometrically validate rapid assessment instruments using classical test theory and factor analysis.
8 constructs8 factorschaptersDiagnosing 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 factorschaptersDifficult Conversations
Douglas Stone, Bruce Patton and Sheila Heen
This book provides a framework and actionable techniques for transforming emotionally-charged, difficult conversations into productive learning conversations by deconstructing them into their three core components: what happened, feelings, and identity.
11 constructsDisciplined Entrepreneurship Workbook
Bill Aulet
A hands-on workbook of templates, worksheets, and process guides that operationalizes Bill Aulet's 24 Steps of Disciplined Entrepreneurship so founders can systematically build an innovation-driven startup around a paying customer.
11 constructs11 factorschaptersDisciplined Entrepreneurship: 24 Steps to a Successful Startup
Bill Aulet
Entrepreneurship can be taught as a disciplined, 24-step, customer-first process for systematically creating an innovation-driven new venture that produces a product customers will pay for.
16 constructs16 factorschaptersDomain-Driven Design: Tackling Complexity in the Heart of Software
Eric Evans
Domain-Driven Design argues that the key to building complex, long-lived software is tightly coupling a rich, collaboratively developed domain model to every aspect of the implementation, from code to team communication.
Systems25 constructschaptersDraft No 4 Mcphee
0Legendary nonfiction writer John McPhee reveals his meticulous and inspiring process for transforming raw material into compelling narrative, from finding ideas and structuring stories to editing, revising, and publishing.
10 constructsDrive Pink
0The real driver of high performance and satisfaction in modern work and life is not carrots and sticks but a third drive built on autonomy, mastery, and purpose.
14 constructsDrive: The Surprising Truth About What Motivates Us
Daniel H. Pink
Drawing on decades of behavioral science, Daniel Pink argues that the traditional carrot-and-stick approach to motivation is obsolete and that true high performance flows from autonomy, mastery, and purpose.
14 constructschaptersEducating and Caring for Very Young
0A comprehensive guide for creating a play-based, developmentally appropriate curriculum for infants and toddlers that integrates nurturing care with intentional education within a responsive and thoughtfully designed environment.
8 constructschaptersEffective Data Science Infrastructure
Ville Tuulos
A practical guide to building human-centric infrastructure that empowers data scientists to develop, deploy, and operate machine learning applications end-to-end without becoming DevOps experts.
Systems21 constructsEffective Executive Compensation Graham
0A comprehensive guide for designing a truly effective executive total rewards strategy by aligning it with the unique context, strategy, and capabilities of the business, rather than defaulting to simplistic and often flawed market benchmarking.
9 constructsEffective Executive Drucker Full
0Effectiveness—doing the right things well—is not an inborn trait but a learnable set of habits that any knowledge worker can master to convert intelligence, knowledge, and ability into results.
9 constructsEmotional Survival for Law Enforcement
0A career deputy sheriff and police psychologist explains how the biological state of hypervigilance required for street survival silently erodes officers' personal lives, and how officers and families can become emotional survivors rather than victims.
11 constructsEntrepreneurs Guide Equity Compensation
0A practical guide to the full spectrum of employee equity-compensation vehicles and, more importantly, to the culture-building practices that turn stock ownership into superior business performance.
10 constructsExcellence in People Analytics
Jonathan Ferrar & David Green
A practical, case-study-rich guide showing how organizations can use workforce data to create measurable business value through nine interconnected dimensions of people analytics excellence.
12 constructs12 factorschaptersExecutive Compensation and Related-Party Disclosure
James Hamilton
A comprehensive guide explaining the SEC's sweeping 2006 reforms to executive compensation and related-party transaction disclosure, designed to provide investors with unprecedented transparency into how public company executives are paid.
11 constructsExperimental Quasiexperimental Designs Shadish
0A comprehensive guide to designing and interpreting experimental and quasi-experimental studies to draw valid inferences about cause, effect, and their generalization to broader populations, settings, treatments, and outcomes.
14 constructsExploratory Factor Analysis
Unknown
A practical, formula-light, step-by-step guide to conducting exploratory factor analysis (EFA) in SPSS using evidence-based best practices.
13 constructs13 factorschaptersFactor Analysis Sem Joreskog
0A collection of foundational papers by Karl Jöreskog and Dag Sörbom that establishes a general statistical framework (LISREL) for confirmatory factor analysis and structural equation modeling, enabling researchers to specify, estimate, and test complex causal models involving latent variables and measurement error.
7 constructs7 factorschaptersFinal Report of the President's Task Force on 21st Century Policing
0The President's Task Force on 21st Century Policing lays out six pillars and 59 recommendations for how American law enforcement can reduce crime while building public trust and legitimacy.
13 constructsFire Officer: Principles and Practice
0A companion student workbook to Fire Officer: Principles and Practice that reinforces, through structured exercises, the knowledge and skills a fire fighter needs to succeed in the transition to and performance of fire officer duties.
12 constructsFirst Responder Resilience
0A veteran trauma clinician's field-tested playbook for delivering the right mental-health care to police, fire, EMS, and military first responders before, during, and after trauma.
15 constructsFirst, 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 factorschaptersFive Dysfunctions Lencioni
0Through a business fable about a struggling Silicon Valley startup and its new CEO, the book reveals five interrelated dysfunctions that undermine teams and shows how to overcome them.
9 constructsForce for Good How to Thrive
0A practical guide for purpose-driven leaders on how to thrive—not just survive—by mastering the UP, IN and OUT dimensions of leadership in a post-modern, post-pandemic, future-fragile world.
10 constructsFounder’s Pocket Guide_ Founder Equity Splits
0A concise, practical playbook for startup founders to fairly and objectively divide equity ownership among co-founders and protect that split with vesting schedules.
9 constructs9 factorschaptersFounder’s Pocket Guide_ Raising Angel Capital
0A concise, practical handbook that walks early-stage startup founders through understanding angel investors and successfully raising angel capital.
8 constructs8 factorschaptersFounder’s Pocket Guide_ Startup Valuation
0A concise, practical handbook teaching early-stage founders how to estimate, justify, and negotiate a reasonable pre-money valuation for their startup.
11 constructs11 factorschaptersFounder’s Pocket Guide_ Term Sheets and Preferred Shares
0A plain-English field guide that demystifies startup investment term sheets and preferred share rights so founders can negotiate funding deals intelligently before paying lawyers.
10 constructs10 factorschaptersFrom Impossible to Inevitable How Saas
0A systematic playbook for turning aggressive growth goals into predictable, achievable outcomes by mastering seven interlocking ingredients of hypergrowth used by the world's fastest-growing SaaS companies.
11 constructsFundamentals Hrm Bauer
0An introduction to the fundamentals of Human Resource Management (HRM) with a special emphasis on using people, data, and analytics to make strategic, data-informed decisions throughout the employee lifecycle.
11 constructsFundamentals of HR Analytics A Manual on Becoming HR Analytical
Fermin Diez, Mark Bussin, Venessa Lee
A practical manual showing HR practitioners how to apply data, statistics, and analytical thinking to connect HR policies and practices to measurable business performance.
9 constructs9 factorschaptersFundamentals of Social Research
Mutea Rukwaru
A beginner-friendly guide that marries social research methods with statistics to teach students—especially social workers and development officers—how to conduct systematic, objective, and ethical inquiry.
9 constructschaptersFundamentals of Software Architecture: An Engineering Approach
Mark Richards & Neal Ford
A comprehensive modern engineering guide that equips architects and aspiring architects with the analytical frameworks, architectural styles, and soft skills needed to make principled trade-off decisions in an ever-evolving software ecosystem.
Systems16 constructschaptersGenerative Deep Learning
David Foster
A hands-on technical guide to building generative deep learning models that can paint, write, compose music, and play games by teaching machines to create original content through VAEs, GANs, RNNs, and reinforcement learning.
Statistics17 constructsGet Programming with JavaScript
John R. Larsen
A hands-on, project-driven introduction to JavaScript that teaches complete beginners the core concepts of programming by building a text-based adventure game and a suite of mini-apps from scratch.
14 constructsGetting to Yes: Negotiating Agreement Without Giving In
Roger Fisher, William Ury, Bruce Patton
A practical method for negotiating agreements that satisfy both parties by focusing on interests and objective merits rather than haggling over positions.
10 constructsGhettoside
0An investigation into America's epidemic of black-on-black homicide, arguing that it's not a cultural pathology but a direct result of the criminal justice system's failure to protect black lives, told through the story of the brilliant, relentless detectives who work to solve these forgotten murders.
5 constructsGive and Take: A Revolutionary Approach to Success
Adam Grant
Contrary to the belief that nice guys finish last, this book reveals that the most successful people are often givers who create value for others, which in turn builds reputations, relationships, and ripple effects that lead to their own surprising and sustainable success.
9 constructsGoal 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 factorsGood Policing: Trust, Legitimacy and Authority
0A synthesis of procedural justice research arguing that the police build lasting authority not through coercive deterrence but by earning public trust through fair, respectful treatment, which legitimates their power and secures voluntary compliance and cooperation.
14 constructsGood to Great
Jim Collins
A rigorous, data-driven investigation reveals how a small number of companies successfully transitioned from being merely good to achieving enduring greatness by applying a framework of disciplined principles, consistently, over time.
8 constructsGoogle Analytics and GA4: Improve Your Online Sales by Better Understanding Customer Data
Christopher Pittman
A beginner-friendly guide that teaches small business owners how to set up, navigate, and use Google Analytics and GA4 to understand customer behavior and improve online sales.
9 constructs9 factorsGraph Databases in Action
Dave Bechberger & Josh Perryman
A hands-on guide that teaches developers how to model, query, and build production applications on graph databases using Apache TinkerPop's Gremlin language, illustrated through the end-to-end development of a restaurant recommendation app called DiningByFriends.
Systems18 constructsGreat by Choice (Good to Great)
0Through nine years of matched-pair research on companies that thrived in extreme uncertainty, Collins and Hansen show that greatness in chaos is a matter of disciplined choice, not circumstance or luck.
13 constructsGUIDELINES - Testing and Assessment
0A comprehensive practitioner's guide to designing and running performance management as a continuous, forward-looking, developmental process owned by line managers that aligns individual and organizational goals to build a high-performance culture.
16 constructsHacking Marketing
0Marketing has become a digital, software-powered profession, and marketers can dramatically improve agility, innovation, scalability, and talent by borrowing and adapting management practices forged in software development.
14 constructs14 factorsHandbook of Graphs and Networks in People Analytics
Keith McNulty
A practical handbook teaching the theory and applied methods of graph and network analysis for studying people, groups and organizations, with worked examples in R and Python.
12 constructs12 factorschaptersHandbook of organizational measurement
Price, James L
A foundational handbook designed to standardize and improve the empirical measurement of key concepts in the study of organizations.
22 constructs22 factorschaptersHandbook of Regression Modeling in People Analytics
Keith McNulty
A practical handbook teaching analytics practitioners how to select, run, and interpret the full range of regression models for inferential analysis of people-related questions, with worked examples in R and Python.
9 constructs9 factorschaptersHands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
Aurélien Géron
A hands-on, code-first guide that teaches the concepts, tools, and techniques needed to build intelligent systems using Scikit-Learn, Keras, and TensorFlow, from fundamental ML algorithms to deep learning.
10 constructs10 factorsHard Facts Pfeffer Sutton
0To achieve superior organizational performance and a sustainable competitive advantage, managers must reject flawed conventional wisdom and instead adopt evidence-based management, a practice of making decisions based on the best available facts and data.
9 constructsHard Thing About Hard Things
0A battle-tested founder-CEO argues that the hardest parts of building a company have no formula, and shares the raw, unscripted lessons of leading through near-death crises, layoffs, and impossible decisions.
12 constructsHbr 10 Must Reads Performance Mgmt
0A curated collection of Harvard Business Review articles arguing that effective performance management must shift from backward-looking, ratings-driven accountability toward forward-focused development, coaching, collaboration, and human connection.
13 constructsHBR Guide to Performance Management. HBR Guide to Coaching Employees. HBR Guide to Delivering Eff ective Feedback. HBR Guide to…
Harvard Business Review
A practical guide showing managers how to fold performance management into daily work—setting flexible goals, giving ongoing feedback, coaching, developing employees, and leading teams—rather than relying solely on dreaded annual reviews.
17 constructsHBRs 10 Must Reads on Performance Management
Harvard Business Review
A curated collection of Harvard Business Review articles arguing that performance management must shift from backward-looking, individual accountability toward continuous, development-focused, collaboration-enabling systems that help employees grow and thrive.
15 constructsHelping Schein
0An analysis of the complex social and psychological dynamics of offering, giving, and receiving help, arguing that effective assistance hinges on building an equitable relationship through the art of humble inquiry.
8 constructsHigh 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 factorschaptersHiring Success The Art and Science of Staffing Assessment and Employee Selection
Steven Hunt
A non-technical guide explaining what staffing assessments are, why they work, and how to use them to make more accurate, efficient, fair, and legally defensible hiring decisions.
10 constructsHomeschool Hacks How to Give Your
0A comprehensive and practical guide for parents on how to successfully homeschool their children by navigating curriculum choices, legal requirements, scheduling, and balancing work and family life, without losing their minds.
11 constructschaptersHow Good Do You Want to
0Championship football coach Nick Saban distills three decades of coaching into a transferable philosophy of success built on process, character, teamwork, and relentless focus applicable to work, family, and life.
14 constructsHow Google Works
0Two of Google's most senior executives explain how to attract, manage, and unleash 'smart creatives' to build products and companies that thrive amid the disruptive change of the Internet Century.
12 constructsHow the Mighty Fall (Good to Great)
0A research-grounded anatomy of how even the greatest companies decline through five sequential, largely self-inflicted stages—and why decline can be detected, reversed, and prevented if leaders never fall all the way to the bottom.
12 constructsHow to Have That Difficult Conversation
Henry Cloud, John Townsend
A practical, faith-informed guide to confronting problems in relationships through honest yet loving 'boundary conversations' that preserve connection while telling the truth.
11 constructsHow to Measure Anything: Finding the Value of 'Intangibles in Business'
Douglas W. Hubbard
A practical guide arguing that anything a manager cares about—however 'intangible'—can be measured by reframing measurement as the economically justified reduction of uncertainty to inform decisions.
8 constructschaptersHow to Measure Employee Performance (The performance management series)
Jack Zigon
A step-by-step workbook that shows managers and employees how to create clear, results-based performance measures, goals, and tracking systems for any job—even hard-to-measure white-collar work.
12 constructsHow to Stop Losing Your Sht
0A practical and compassionate guide for overwhelmed parents to become calmer and happier by understanding their triggers, practicing self-care, and learning in-the-moment strategies to stop yelling and reconnect with their children.
7 constructschaptersHow to Talk So Little Kids Will Listen
Joanna Faber, Julie King
A practical guide for parents of children ages 2-7 on using respectful and creative communication techniques to handle emotions, engage cooperation, and resolve conflict peacefully.
11 constructs11 factorsHr Scorecard Becker
0A measurement-driven framework for transforming human resources into a strategic asset by aligning the HR architecture with firm strategy and quantifying HR's contribution to firm performance.
11 constructsHuman + 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 constructsHuman Resource Champions
Dave Ulrich
To create competitive advantage, the Human Resources function must evolve from a focus on administrative activities to a business partnership that delivers measurable results by mastering four key roles: strategic partner, administrative expert, employee champion, and change agent.
9 constructsHuman Resource Management
Sean R. Valentine, Patricia Meglich .
A comprehensive and practical guide for all managers on the essential concepts and techniques of modern human resource management to drive organizational performance, productivity, and profitability.
10 constructsHumble Inquiry Schein
0A guide to the art of asking questions to which you do not already know the answer—Humble Inquiry—as a way to build trust, deepen relationships, and make sense of an increasingly complex, interdependent world.
10 constructsHunt, Gather, Parent
Michaeleen Doucleff
A stressed Western mom learns ancient, time-tested parenting techniques from Maya, Inuit, and Hadzabe cultures to raise cooperative, confident, and calm children.
12 constructs12 factorsImmunity to Change Kegan Lahey
0People fail to make desired changes not due to a lack of will, but because of a powerful, hidden "immunity to change"—a system of competing commitments and big assumptions that brilliantly protects them from perceived dangers—and this book provides a structured process to uncover and overcome this immunity for individual and organizational growth.
6 constructsImplementing the Four Levels: A Practical Guide for Effective Evaluation of Training Programs
Donald L. Kirkpatrick, James D. Kirkpatrick
A practical, action-oriented guide to implementing Kirkpatrick's four levels of training evaluation (Reaction, Learning, Behavior, Results) in sequence to build a compelling chain of evidence that demonstrates the business value of training.
9 constructsIn Search of Excellence
Thomas J. Peters & Robert H. Waterman
A groundbreaking analysis of America's best-run companies reveals that their sustained success stems not from complex strategies or rigid controls, but from a passionate adherence to eight basic principles rooted in valuing customers, empowering employees, and fostering a bias for action.
14 constructsIn Search of Police Legitimacy
0Police behave in mutually similar, goal-detached ways because they pursue institutional legitimacy by imitating neighboring 'sovereign' units, a process this book operationalizes for the first time through spatial analytic techniques applied to territorial policing.
12 constructsInfluence (Collins Business Essentials)
0An experimental social psychologist reveals the six universal psychological principles that drive automatic human compliance and shows how to recognize and defend against their exploitation.
17 constructs17 factorsInsideout Coaching
0A former NFL star turned minister-coach argues that coaches must do the inner work of understanding their own life stories before they can transform young athletes into people of empathy, integrity, and purpose.
14 constructsInternet Marketing Metrics: The 8 Most Important Metrics to Track
0A practical guide to the eight most important internet marketing metrics you must track to understand, optimize, and grow a profitable website.
11 constructsIntroduction to Statistical and Machine Learning Methods for Data Science
0A practitioner-oriented overview of the statistical and machine learning methods used across the data science lifecycle, emphasizing business applicability over math and code.
8 constructs8 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 factorschaptersInvesting in People Financial Impact of Human Resource Initiatives (2nd Edition)
Wayne F. Cascio, John W. Boudreau
A decision-science approach to human resource measurement that shows leaders how to estimate the financial impact of HR initiatives and make better, evidence-based investments in talent.
11 constructs11 factorschaptersInvisible Influence_ The Hidden Forces that Shape Behavior
0Other people invisibly shape almost every decision we make—what we buy, who we marry, how hard we try—and understanding how social influence works lets us harness it rather than be ruled by it.
18 constructs18 factorsJob analysis a guide to assessing work activities
Gael, Sidney
A step-by-step practitioner's guide to conducting job analysis through the job inventory (task inventory) approach, centered on the computer-aided Work Performance Survey System (WPSS) developed at AT&T.
10 constructsJust Use Postgres
Denis Magda
A hands-on developer guide that reveals the full breadth and depth of PostgreSQL's capabilities—from classic relational features to JSON, full-text search, generative AI, time series, geospatial, and message queuing—arguing that one database is often all you need.
Systems14 constructsKirkpatrick's Four Levels of Training Evaluation
James D. Kirkpatrick, Wendy Kayser Kirkpatrick
A practical modernization of Donald Kirkpatrick's classic four-level training evaluation model (Reaction, Learning, Behavior, Results) that shows how to plan, execute, and demonstrate the organizational value of training by working backward from business results.
10 constructsKnowing Doing Gap Pfeffer
0Why organizations so often fail to act on what they already know, and what the rare firms that turn knowledge into action do differently.
10 constructsLeadership
0Leadership inevitably produces pain, and the leaders who embrace, interpret, and grow through their pain expand their capacity while those who avoid or numb it stall at the threshold of their pain.
11 constructsLeading Change
John P. Kotter
A field-tested eight-stage framework for leading successful large-scale organizational transformation, driven by leadership rather than management.
11 constructsLeading 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 factorschaptersLeading Teams
J. Richard Hackman
Effective work teams come not from leaders managing behavior in real time but from leaders creating and sustaining five enabling conditions that set the stage for great team performance.
14 constructs14 factorschaptersLeading with the Heart Coach Ks
0Legendary Duke basketball coach Mike Krzyzewski distills a career of championship coaching into a leadership philosophy centered on relationships, honesty, teamwork, and leading with the heart rather than a rulebook.
15 constructsLean Analytics: Use Data to Build a Better Startup Faster
Alistair Croll, Benjamin Yoskovitz
A practical guide to using the right metrics at the right stage of a startup to validate problems, build products people want, and grow a sustainable business faster.
14 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 factorsLearning from Data: A Short Course
Yaser S. Abu-Mostafa, Malik Magdon-Ismail, Hsuan-Tien Lin
A comprehensive introductory textbook that teaches statistical reasoning as a way of learning about the world from variable, messy data through descriptive and inferential procedures.
13 constructs13 factorsLords of Strategy Kiechel
0An intellectual history of the corporate strategy revolution, chronicling the pioneering consultants and academics who invented the concepts and frameworks that define modern business competition.
10 constructsMachine Learning and Data Science
0A practical, math-light introduction to applying statistical learning and machine learning methods using the R programming environment across the full data science workflow.
16 constructs16 factorsManagement and Supervision in Law Enforcement
0A comprehensive guide for law enforcement managers on blending theory with practice to effectively lead personnel, manage resources, and navigate organizational challenges in a changing public safety landscape.
12 constructsManagement Tasks Drucker
0Management is the specific organ of modern institutions, whose core tasks are achieving the institution's purpose, making work productive and the worker achieving, and managing social impacts—all while balancing present needs with future innovation.
13 constructsManagement: Tasks, Responsibilities, Practices
Peter F. Drucker
Enterprise performance management is not merely dashboards and financial reporting but the integration of multiple managerial methodologies—spiced with predictive analytics and risk management—that enables organizations to execute (not just formulate) strategy and create sustained value.
12 constructsManagers Handbook
0A practical field manual arguing that great management is not an innate personality trait but a learnable set of five core skills—team building, time custodianship, seeking advice, prioritization, and quality obsession—each broken into masterable subskills.
15 constructsManaging Human Resources
Wayne F. Cascio
A comprehensive guide for general managers on strategically managing human resources to enhance productivity, quality of work life, and profits in a globally competitive environment.
7 constructsManaging Staff Selection and Assessment (Managing Work and Organizations Series)
Paul Iles
A critical, multi-paradigm examination of how organizations select and assess staff, arguing that assessment is best understood through four competing lenses—strategic management, psychometric, social process, and critical discourse—rather than the dominant psychometric model alone.
14 constructsManaging the Non Profit Organization Practices
0Peter Drucker argues that non-profit institutions—America's human-change agents—require rigorous, purpose-built management focused on mission, performance, people, and self-development rather than on the profit-driven tools borrowed from business.
12 constructsManaging the Risks of Organizational Accidents
0James Reason argues that catastrophic 'organizational accidents' in complex, well-defended technologies arise not from single sharp-end blunders but from the alignment of active failures with latent conditions seeded by managerial and organizational decisions, and lays out how to manage those risks proactively.
12 constructsManaging the Unexpected Weick Sutcliffe
Karl E. Weick, Kathleen M. Sutcliffe
Organizations that operate reliably under trying conditions do so by cultivating collective mindfulness—continuously tracking small failures, resisting oversimplification, staying sensitive to operations, committing to resilience, and deferring to expertise—so unexpected events are caught and contained before they become catastrophes.
11 constructsMarketing 5.0: Technology for Humanity
Philip Kotler, Hermawan Kartajaya, Iwan Setiawan
Marketing 5.0 shows how companies can apply human-mimicking technologies—AI, NLP, sensors, robotics, mixed reality, IoT, and blockchain—to create, communicate, deliver, and enhance value across the customer journey while keeping humanity at the center.
12 constructs12 factorsMarketing Artificial Intelligence: AI, Marketing, and the Future of Business
Paul Roetzer, Mike Kaput
A practical, nontechnical guide showing marketers how to understand, pilot, and scale artificial intelligence to make their marketing smarter, more efficient, and more human.
13 constructs13 factorsMeasure What Matters
0A venture capitalist explains how Objectives and Key Results (OKRs), paired with continuous performance conversations, feedback, and recognition (CFRs), align and energize organizations to focus on and achieve what matters most.
14 constructsMeasurement_ 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 factorschaptersMicroservices Patterns
Chris Richardson
A comprehensive pattern-language guide that teaches developers and architects how to design, build, test, deploy, and incrementally migrate to microservice-based applications by applying proven architectural and design patterns.
Systems15 constructsMoneyball the Art of Winning an
0How a cash-strapped baseball team, the Oakland A's, used objective statistical analysis to find undervalued players and win more games than teams spending several times as much.
9 constructsMonolith to Microservices
Sam Newman
A practical, pattern-driven guide to incrementally decomposing existing monolithic systems into microservice architectures while managing organizational change, data migration, and the growing pains that follow.
Systems23 constructsMultilevel statistical models
Goldstein, Harvey, -, Goldstein, Harvey .
A comprehensive statistical textbook that introduces the theory and application of multilevel models for analyzing hierarchically structured and cross-classified data common in the social and biological sciences.
5 constructs5 factorschaptersMultipliers
Liz Wiseman, Greg McKeown
Some leaders (Multipliers) amplify the intelligence and capability of everyone around them, getting twice as much from their people, while others (Diminishers) drain intelligence and underutilize talent.
12 constructsMythical Man-Month, The Essays on Software Engineering, Anniversary Edition
Frederick P. Brooks
A seasoned manager of IBM's OS/360 distills why large software projects fail and argues that conceptual integrity, achieved through disciplined human organization rather than added manpower, is the key to building usable systems on time.
Systems13 constructschaptersNatural Hospital Birth: The Best of Both Worlds
Cynthia Gabriel
A doula-anthropologist's practical and emotional guide to achieving an unmedicated, intervention-minimal birth within the constraints of a modern hospital.
12 constructs12 factorsNine Lies About Work Buckingham
0Nine widely accepted 'truths' about work are actually lies born of organizations' desire for control, and freethinking leaders who ground their practices in evidence about teams, strengths, and human individuality can build higher-performing, more engaged, and more human workplaces.
12 constructsNo Rules Rules
Reed Hastings & Erin Meyer
How Netflix built a high-performing, innovative company by increasing talent density and candor so it could progressively remove rules and controls, replacing them with a culture of Freedom and Responsibility.
15 constructsNoe Strategic Hrm
0A comprehensive textbook explaining how to align human resource management practices with business strategy to gain a sustainable competitive advantage in a complex global environment.
6 constructsNurtureShock: New Thinking About Children
Po Bronson, Ashley Merryman
A book that dismantles common parenting wisdom by revealing the surprising, and often counterintuitive, findings from the new science of child development.
18 constructs18 factorschaptersNurturing Language and Learning Development of
0A comprehensive, age-by-age guide to the developmental milestones of deaf and hard-of-hearing infants and toddlers (birth to three years), emphasizing that early, family-focused intervention and accessible language exposure are key to nurturing optimal growth across all domains.
10 constructschaptersObedience 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 constructschaptersOKRs - 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 factorsOn Becoming a Leader
Warren Bennis
A study of how ordinary people become authentic leaders by fully expressing themselves, mastering their context, and learning continuously from experience.
15 constructsOn Combat
0A former Army Ranger and West Point psychology professor explains the physiological and psychological realities of deadly conflict, providing warriors with the mental armor needed to perform effectively under stress and heal from the trauma of combat.
8 constructsOn Killing
0An exploration of the powerful innate resistance humans have to killing each other, the modern conditioning techniques used by militaries to overcome it, and the profound psychological cost of doing so, both for soldiers and a society increasingly saturated with media violence.
13 constructsOne 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 factorschaptersOnly the Paranoid Survive Grove
0A veteran CEO explains how to detect and survive strategic inflection points—moments when a '10X' change in one of the forces affecting a business transforms the very rules of competition.
14 constructsOperations Research for Social Good A Practitioners Introduction Using SAS® and Python
Summerville, NataliaPratt, Rob
A practical guide that teaches data scientists and operations research practitioners how to model and solve real-world social good problems using mathematical optimization with SAS and Python.
7 constructschaptersOperations Research Using Excel A Case Study Approach
Vikas Singla
This book teaches students and practitioners how to solve complex business decision-making problems by applying quantitative Operations Research techniques using a case study approach with Excel.
7 constructschaptersOrg Culture and Leadership Schein
0An eminent scholar defines organizational culture as a deep, multi-layered pattern of shared assumptions, demonstrating how leaders are its primary architects and how they must learn to manage it for organizational effectiveness and survival.
8 constructsOrganization Gap Kemball Cook
0A practical guide to bridging the gap between organization theory and daily management practice through Decision Centre Analysis, a systematic method for analysing and designing organization structures and management information systems.
13 constructsOut of the Crisis
W. Edwards Deming
A foundational guide for transforming Western management by replacing shortsighted, fear-based practices with a new philosophy centered on statistical understanding of systems, continuous improvement, and deep respect for humanity to achieve superior quality, productivity, and long-term competitive success.
10 constructsOxford Handbook Hrm
0This authoritative handbook presents a comprehensive, analytical overview of Human Resource Management, arguing that it is a fundamental strategic activity whose effectiveness depends on its alignment with organizational strategy and its embeddedness within specific economic, sectoral, and societal contexts.
9 constructsOxford Handbook of Personnel Assessment and Selection (Schmitt, Neal
Eds.
A comprehensive scholarly handbook synthesizing a century of science and practice in how organizations identify, measure, and choose the people most likely to perform effectively in their jobs.
11 constructsParent Hacks 134 Genius Shortcuts for
0A collection of 134 creative, unexpected shortcuts and solutions using everyday items to solve common kid-related problems, designed to make parents' lives easier and build their problem-solving confidence.
5 constructschaptersPatent It Yourself
0A comprehensive, step-by-step guide for inventors to evaluate the patentability of their idea, prepare and file their own U.S. patent application, and ultimately protect and market their invention without a lawyer.
12 constructs12 factorschaptersPeak Ericsson
0Expert performance is not the result of innate talent but the product of thousands of hours of a specific type of training called "deliberate practice," which involves focused, goal-oriented effort just beyond one's comfort zone to develop superior mental representations.
10 constructsPeople 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 factorschaptersPeople Analytics Data to Decisions
Rahul Ghatak
A practitioner's guide showing how HR can transform from a gut-feel, transactional function into a data-driven strategic partner by deploying People Analytics across the entire employee lifecycle to drive measurable business outcomes.
12 constructs12 factorschaptersPeople Analytics For Dummies
Mike West
A practical primer on applying data, science, statistics, and systems to human resources decisions so companies can attract, activate, and retain talent while becoming better places to work.
Strategy15 constructschaptersPeople Analytics in the Era of Big Data
Jean Paul Isson, Jesse S. Harriott
A practical framework for applying advanced analytics and Big Data across every stage of the talent life cycle to attract, acquire, develop, and retain a high-value workforce.
14 constructs14 factorschaptersPeople Analytics Theory, Tools and Techniques
Pratyush Banerjee, Jatin Pandey .
A practical, hands-on guide that demystifies people analytics for managers and students by teaching the metrics, visualization tools, and statistical techniques needed to turn workforce data into evidence-based HR decisions.
12 constructs12 factorschaptersPeople and Performance Drucker
0This book synthesizes Peter Drucker's foundational management principles, arguing that the purpose of management is to make people's strengths productive and their weaknesses irrelevant to enable performance and achievement.
11 constructsPeopleware Demarco Lister
0The major problems of technical work are not technological but sociological, and managers succeed by cultivating people, environments, and teams rather than by squeezing more output from human 'machines.'
16 constructsPerformance Management: Finding the Missing Pieces
Gary Cokins
An argument that organizations should stop applying business improvement methods in isolation and instead orchestrate strategy maps, scorecards, activity-based management, and analytic technology into a single, integrated performance management system that closes the intelligence gap between strategy and execution.
12 constructsPersonnel Selection Adding Value Through People, Fifth Edition (Mark Cook
auth.
A comprehensive, evidence-based review of how organizations can add value by scientifically finding, assessing and keeping the right employees through valid, fair and cost-effective selection methods.
10 constructsPersonnel Selection in Organizations
Neil Schmitt, Walter C. Borman
Leading experts present a comprehensive overview of the cutting-edge science and practice of personnel selection, emphasizing a construct-oriented approach to understanding job performance, predictors, validity, and the impact of societal and organizational change.
9 constructs9 factorschaptersPolice Administration
0A comprehensive textbook on police administration that examines traditional, human, and strategic management perspectives to equip leaders with the principles and practices needed to run effective, efficient, and legitimate police agencies in a democratic society.
10 constructsPoor Charlies Almanack
0Billionaire investor Charlie Munger reveals his framework for achieving worldly wisdom and superior decision-making by mastering a latticework of multidisciplinary mental models and understanding the psychology of human misjudgment.
11 constructsPowerful Mccord
0A former Netflix executive reveals how to build a high-performance culture by replacing traditional HR policies with a radical commitment to freedom, responsibility, and relentless talent management.
14 constructsPractical Statistics for Data Scientists
0A practical reference that distills 50+ essential statistical and machine learning concepts—from exploratory data analysis to ensemble methods—and explains which ideas matter for data science and why, with parallel R and Python code.
Statistics10 constructs10 factorsPracticing Greatness 7 Disciplines of Extraordinary
0Great spiritual leaders self-select into greatness by consciously and intentionally practicing seven lifelong disciplines that shape both their character and competence.
13 constructsPrecious Little Sleep
Alexis Dubief
A practical, evidence-informed, and humor-laced guide that teaches modern parents how to establish healthy, independent sleep for their babies and young children.
14 constructs14 factorsPredictable Revenue Turn Your Business Into
0A field-tested blueprint for building a specialized outbound sales development machine that generates predictable, scalable revenue without cold calling, based on the process that added $100 million to Salesforce.com.
11 constructsPredictive Analytics for Human Resources
Jac Fitz-enz, John R. Mattox II
A practical, step-by-step guide to applying descriptive, predictive, and prescriptive analytics to human capital so HR can uncover the causal drivers of workforce outcomes and connect talent decisions to business value.
11 constructschaptersPredictive Analytics in Human Resource Management: A Hands-on Approach
Shivinder Nijjer, Sahil Raj
A hands-on, step-by-step guide showing HR managers how to model business problems and apply predictive analytics tools like artificial neural networks and K-nearest neighbour to forecast HR outcomes such as turnover and candidate selection.
12 constructschaptersPredictive HR Analytics
0A hands-on guide that teaches HR and management-information professionals how to move beyond descriptive reporting to apply inferential, predictive statistical techniques to people-related data using SPSS (and R).
Statistics11 constructs11 factorschaptersPredictive HR Analytics, Text Mining Organizational Network Analysis with Excel
Mong Shen Ng
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.
14 constructs14 factorschaptersPredictive Marketing: Easy Ways Every Marketer Can Use Customer Analytics and Big Data
Omer Artun, Dominique Levin
A practical guide showing how every marketer—not just data scientists at giant companies—can use big data, customer analytics, and machine learning to deliver personalized experiences that maximize customer lifetime value.
12 constructs12 factorsPrimed to Perform Doshi Mcgregor
0To build a truly high-performing and adaptive organization, leaders must shift from using traditional rewards and pressure to systematically cultivating a culture that maximizes 'Total Motivation'—the powerful psychological state driven by the play, purpose, and potential found in the work itself.
6 constructsPrinciples
Ray Dalio
An investor and entrepreneur shares the unconventional principles for life and work that he developed over a 40-year career, showing how embracing reality, radical truth, and radical transparency can help individuals and organizations make better decisions, learn from mistakes, and achieve their goals.
12 constructsPrinciples of Marketing
Philip Kotler, Gary Armstrong
A comprehensive introduction to modern marketing centered on creating customer value and engagement in order to capture value from customers in return.
11 constructs11 factorsProbabilistic Deep Learning with Python, Keras and TensorFlow Probability
Oliver Dürr, Beate Sick & Elvis Murina
A hands-on guide to building probabilistic deep learning models using the maximum likelihood principle and Bayesian inference, implemented in Python with Keras and TensorFlow Probability.
Statistics15 constructsProbability_ 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 factorsProfit First
Mike Michalowicz
A simple cash-management system that flips the traditional accounting formula by taking profit first from every deposit, forcing businesses to become profitable immediately and permanently.
13 constructs13 factorschaptersProgress Principle Amabile
0Drawing on nearly 12,000 daily diary entries from knowledge workers, the book reveals that facilitating small wins in meaningful work is the single most powerful way managers can ignite positive inner work life, which in turn drives creativity, productivity, commitment, and collegiality.
9 constructsPsychometric Theory
Jum C. Nunnally, Ira H. Bernstein
A comprehensive textbook for graduate students and researchers on the theory and statistical methods for creating, evaluating, and applying psychological measures, covering both classical and modern approaches.
9 constructsPython for Data Analysis
0A practical, hands-on guide to manipulating, processing, cleaning, and analyzing structured data in Python using pandas, NumPy, and the Jupyter/IPython ecosystem.
7 constructs7 factorsPython Mini Reference 2022 A Quick Guide to the Modern Python Programming Language for Busy Coders (A Hitchhikers Guide to…
Harry Yoon
A concise, intermediate-level language reference that systematically covers the grammar, type system, and modern features of Python 3.10/3.11 so programmers can quickly build a solid, structured understanding of the language.
9 constructsQuiet Strength the Principles Practices and
0NFL coach Tony Dungy recounts his life and career to show that leading with faith, character, and quiet integrity produces lasting significance that outweighs worldly success.
9 constructsQuit the Power of Knowing When to Walk Away
0Quitting is not a vice but a critical decision-making skill, and knowing when to walk away is what separates winners from those who waste resources persisting at things no longer worth pursuing.
14 constructsR for Data Science
0A practical, hands-on guide to doing data science in R using the tidyverse, walking the reader through the complete workflow of importing, tidying, transforming, visualizing, modeling, and communicating data.
10 constructs10 factorsRadical Candor
Kim Scott
To be a great boss you must combine caring personally about your people with challenging them directly, and then operationalize that stance to build relationships, give guidance, motivate people, and drive results.
14 constructsRaising Good Humans a Mindful Guide
0A practical guide for parents to break the cycle of reactive parenting by using mindfulness and compassionate communication to calm their inner world, foster deep connection, and raise kind, cooperative, and confident children.
10 constructschaptersRaising Good Humans Cookbook Complete Food
0This cookbook provides parents with recipes and practical strategies to foster kindness, cooperation, and confidence in their children by breaking free from reactive parenting and harnessing the power of a nutritious diet.
6 constructschaptersReinventing Jobs
Ravin Jesuthasan & John Boudreau
A practical four-step framework for leaders to deconstruct jobs into tasks and optimally combine human and automated work rather than asking which jobs robots will replace.
10 constructsReliability and Validity Assessment
Edward G. Carmines and 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.
9 constructs9 factorschaptersResearch Methods In Psychology
0A comprehensive introduction to the logic, methods, and ethics of psychological research that teaches students to think like scientists and become competent producers and critical consumers of empirical evidence about behavior.
14 constructschaptersReturn on Investment in Training and Performance Improvement Programs
Jack J. Phillips
This book presents a systematic, five-level methodology for measuring the return on investment (ROI) of training and performance improvement programs, enabling organizations to quantify their financial impact and justify expenditures.
8 constructsRewarding Talent Index Ventures
0A practical guide for European startup founders on designing and implementing effective employee stock option plans to attract, retain, and motivate top talent.
11 constructsRework
Jason Fried & David Heinemeier Hansson
A contrarian guide arguing that building a real business is simpler, leaner, and faster than conventional wisdom suggests—if you act now, stay small, and stop imitating big companies.
15 constructs15 factorschaptersRunning Lean (Lean Series)
0A systematic, experiment-driven process for iterating from your initial startup vision (Plan A) to a business model that actually works before you run out of resources.
10 constructs10 factorschaptersSales Management Simplified Weinberg
0A blunt, practical guide arguing that most sales teams underperform because of leadership and culture failures, not salesperson deficiencies, and offering a simple framework to fix them.
11 constructsScale
0A theoretical physicist reveals how simple, universal scaling laws rooted in network structure govern the growth, metabolism, pace of life, and mortality of organisms, cities, and companies, with profound implications for global sustainability.
11 constructsScaling for Success People Priorities for
0A practical people-management playbook that helps founders and executives of high-growth, venture-backed startups build and scale an effective human capital strategy without burning out their teams or their cash.
18 constructsScaling People Johnson
0A seasoned COO from Google and Stripe provides a practical playbook of operating systems and management tactics for founders and leaders to successfully scale their companies without sacrificing their people-centric culture.
13 constructsScaling People Tactics for Management and
0An experienced COO from Google and Stripe provides a tactical playbook of core frameworks and operating principles for managers and company-builders to effectively scale their people, teams, and organizations in high-growth environments.
14 constructsScore Takes Care of Itself Walsh
0Legendary NFL coach Bill Walsh argues that leadership success comes not from chasing the scoreboard but from installing a comprehensive Standard of Performance—high requirements for actions and attitudes—so that excellence becomes routine and winning takes care of itself.
12 constructsSelf-Publishers Legal Handbook
Helen Sedwick
A business lawyer's step-by-step guide for self-publishing authors on how to navigate legal issues like business setup, copyright, contracts, and taxes to control their work, avoid risks, and maximize financial success.
12 constructschaptersSenior Leadership Teams Wageman
0Great senior leadership teams are not born but built, by CEOs who deliberately establish three essential and three enabling conditions that increase the odds—though never guarantee—that a group of high-powered executives will collaborate to lead their enterprise superbly.
11 constructsSensemaking: The Power of the Humanities in the Age of the Algorithm
Christian Madsbjerg
A passionate argument that rigorous engagement with the humanities—what the author calls sensemaking—is the essential, irreplaceable skill for understanding human behavior and making wise decisions in a world dangerously seduced by big data and algorithmic thinking.
12 constructsSeven Powers Helmer
0A guide to business strategy that identifies the seven durable sources of competitive advantage, or 'Powers,' that enable a company to achieve persistent, superior financial returns.
12 constructsShow Me the Money_ How to Determine ROI in People, Projects, and Programs
0A step-by-step methodology for determining the return on investment of projects, programs, and people by collecting, isolating, converting, and reporting six types of data that culminate in a credible, conservative ROI calculation.
14 constructs14 factorsSite Reliability Engineering: How Google Runs Production Systems
Betsy Beyer, Chris Jones, Jennifer Petoff & Niall Murphy
Google's Site Reliability Engineering organization reveals the principles, practices, and cultural norms that allow software engineers to run the world's largest production systems with high reliability, rapid velocity, and sublinear operational scaling.
Systems16 constructschaptersSlicing Pie Moyer
0A practical guide to fairly dividing startup equity while a company is still being built, using a dynamic split called a Grunt Fund that allocates ownership based on the relative value of each contributor's ongoing inputs.
9 constructsSoftware Architecture: The Hard Parts
Neal Ford, Mark Richards, Pramod Sadalage & Zhamak Dehghani
A rigorous, trade-off-driven guide to the most difficult structural, data, and communication decisions architects face when designing and evolving modern distributed systems.
Systems15 constructschaptersSources of Power: How People Make Decisions
0Experienced people make effective decisions not by rationally comparing options, but by using intuition born of experience to recognize situations and mentally simulate a single, workable course of action.
9 constructsSpin Selling the Best Validated Sales
0Drawing on 12 years of research and 35,000 sales calls, SPIN Selling shows that success in large, complex sales depends not on closing techniques but on skillful questioning that uncovers and develops customer needs.
14 constructsSpring AI in Action
Craig Walls
A hands-on guide for Java developers to build production-grade generative AI applications using Spring AI, covering everything from basic prompting to RAG, tools, MCP, multimodal generation, observability, security, and autonomous agents.
Statistics17 constructsSpring Microservices in Action, Second Edition
John Carnell Illary Huaylupo Sánchez
A hands-on, pattern-driven guide for Java/Spring developers to design, build, secure, deploy, and operationalize production-ready microservices using Spring Boot, Spring Cloud, Docker, and Kubernetes.
Systems25 constructsSprint_ How to Solve Big Problems and Test New Ideas in Just Five Days
0A step-by-step playbook for running a five-day 'sprint' that lets teams answer their most important questions by prototyping and testing ideas with real customers before committing significant time and money.
13 constructs13 factorschaptersStaff Engineer: Leadership Beyond the Management Track
Will Larson
A practical field guide to reaching and thriving in Staff-plus engineering roles—technical leadership positions that exist beyond the management track.
Systems14 constructschaptersStandardized Survey Interviewing - Minimizing Interviewer Error
0A practical, evidence-grounded guide to conducting standardized survey interviews that minimize the measurement error interviewers introduce into survey data.
11 constructsStart With Why
Simon Sinek
Great leaders and organizations inspire action by communicating from the inside out—starting with WHY (their purpose, cause or belief) rather than WHAT they do.
14 constructs14 factorsStatistical Power Analysis for the Behavioral Sciences
Jacob Cohen
A comprehensive handbook for behavioral scientists that explains the concept of statistical power and provides practical methods and tables to calculate it for various statistical tests, enabling more rational research planning and interpretation of results.
4 constructsStatistics_ 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 factorschaptersStock Options Grants Wheeler
0A plain-language, question-and-answer guide that teaches executives and employees how equity compensation works and how to make tax-smart, risk-aware decisions about their stock options and grants.
8 constructsStop Arguing with Your Kids How
0Responsive listening, a method of actively drawing out and acknowledging a child's feelings and perspective, empowers parents to end the cycle of chronic arguing, restore their authority, and inspire cooperation without resorting to battles of will.
10 constructschaptersStrategic Analytics Levenson
0A step-by-step framework for integrating enterprise (business) and human capital (people) analytics so organizations can diagnose the true, systemic causes of strategy-execution failure and build the capabilities that create competitive advantage.
14 constructsStrategic Hrm Research Overview
0A concise research overview mapping fifty years of Strategic Human Resource Management, arguing that how work is organized and how people are managed can be a source of competitive advantage—yet is deeply shaped by shifting economic, technological, and social contexts.
10 constructsStrategic Performance Management Leveraging and Measuring Your Intangible Value Drivers
Bernard Marr
A practical guide to designing and running Strategic Performance Management by mapping tangible and intangible value drivers, building meaningful indicators, and using them in an enabled learning environment rather than a command-and-control regime.
10 constructsStrategy and Human Resource Management
Peter Boxall & John Purcell
An analytical exploration of how Human Resource Management (HRM) is a critical component of business strategy, essential for achieving organizational viability and sustained competitive advantage by adapting to various contexts.
9 constructsStrategy That Works Leinwand
0Companies achieve sustained success by closing the gap between strategy and execution through 'coherence'—the alignment of a distinct value proposition with a system of a few mutually reinforcing, differentiating capabilities.
9 constructsStreetlights and Shadows
0An exploration of how expert decision-makers navigate complex, ambiguous situations by relying on intuition and experience, challenging ten common but flawed beliefs about rational thinking that only work in well-ordered environments.
9 constructsStrengthening the Soul of Your Leadership
0Christian leaders sustain fruitful, faithful leadership only by continually seeking God in the crucible of ministry so their souls—not their egos, activism, or performance—become the source from which they lead.
12 constructsStrengths Based Parenting Developing Your Childrens
0This book guides parents to raise happier, more successful children by focusing on identifying and nurturing their innate talents rather than trying to fix their weaknesses.
11 constructschaptersStructured_Interviewing_Raising
0A highly structured employment interviewing technique, built on job analysis and standardized scoring, can raise the psychometric properties of the interview to the level of traditional cognitive aptitude tests.
12 constructsSuccessful Business Intelligence: Unlock the Value of BI & Big Data
Cindi Howson
A practitioner's guide to why some organizations unlock extraordinary value from business intelligence and big data while others flounder, grounded in survey research and in-depth case studies.
12 constructs12 factorsSuicide: A Study in Sociology
Emile Durkheim
Durkheim demonstrates that suicide, though seemingly the most private and individual of acts, is governed by social forces measurable through the stable, society-specific suicide-rate.
12 constructschaptersSum It Up 1 098 Victories
0Legendary basketball coach Pat Summitt recounts her record-breaking career built on fierce discipline and deep care, and her courageous public battle with early-onset Alzheimer's disease.
8 constructsSuperforecasting
0An exploration of the art and science of prediction, revealing how ordinary people can cultivate a specific set of cognitive skills and habits of mind to become extraordinarily good at forecasting future events.
10 constructsSupervisory Survival
0A practical, multi-author field guide teaching new, experienced, and aspiring law enforcement supervisors the interlocking skills—communication, leadership, ethics, planning, and liability management—needed to professionally survive the demands of supervision.
12 constructsSurvey Research Methods - Fowler
0A practical guide to the principles and procedures of survey research, focusing on identifying and minimizing various sources of error to produce high-quality statistical descriptions of populations.
10 constructs10 factorschaptersSynergy Trap Sirower
0Acquisition premiums translate into massive, often unachievable required performance improvements, so the size of the premium predictably forecasts how much shareholder value an acquirer will destroy.
11 constructsTalent on Demand
Peter Cappelli
To successfully manage talent in an age of uncertainty, companies must abandon outdated long-term planning and instead apply supply chain principles to strategically balance internal development and external hiring, manage risk, and align human capital with business needs.
10 constructsTalent Wins
Ram Charan, Dominic Barton & Dennis Carey
A CEO playbook for transforming a strategy-first company into a talent-first organization where human capital is deployed as rigorously as financial capital.
12 constructsTeam of Teams Mcchrystal
0A top US general reveals how he transformed a conventional, hierarchical military command into an agile and adaptable 'team of teams' to defeat a decentralized, networked enemy in the complex environment of modern warfare.
8 constructsThanks for the Feedback Stone Heen
0To improve our relationships and accelerate personal growth, we must shift our focus from giving better feedback to becoming better receivers by understanding and managing the three triggers—Truth, Relationship, and Identity—that block our ability to learn.
9 constructsThe $100 Startup
0A practical blueprint showing how ordinary people build profitable microbusinesses on tiny budgets by converging personal passion or skill with what other people will pay for.
13 constructs13 factorschaptersThe 2014 Baby Names Almanac
0An almanac-style guide that reads the cultural tea leaves of pop culture, celebrity, royalty, and media to forecast which baby names are rising, falling, and worth choosing, paired with a dictionary of more than 20,000 names.
6 constructsThe Advantage Lencioni
0Organizational health—achieved through a cohesive leadership team, clarity, overcommunication, and reinforcement—is the single greatest and most overlooked competitive advantage any organization can attain.
14 constructsThe AI Marketing Canvas: A Five-Step AI Plan for Marketers
Rajkumar Venkatesan, Jim Lecinski
A practical five-step framework called the AI Marketing Canvas that guides marketers from awareness to action in adopting AI and machine learning to supercharge every moment of the customer relationship.
11 constructs11 factorsThe Alliance
Reid Hoffman, Ben Casnocha & Chris Yeh
A practical framework for rebuilding trust between employers and employees by replacing the broken myths of lifetime employment and free agency with mutually beneficial 'alliances' organized around finite, mission-based 'tours of duty.'
11 constructsThe 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 constructsThe Baby Name Wizard
Laura Wattenberg
A data-driven field guide that helps expectant parents navigate the stressful, modern world of baby naming by decoding name styles and trends to find a choice they will love for a lifetime.
11 constructsThe Balanced Scorecard Translating Strategy into Action
Robert S. Kaplan David P. Norton
A revolutionary management system that translates a company's strategy into a balanced set of performance measures across four key perspectives—financial, customer, internal processes, and learning & growth—to drive long-term value creation.
7 constructsThe basic principle of people analytics learn how to use hr data to drive better outcomes for your business and employees
Erik van Vulpen
A practical primer that demystifies people analytics and shows HR professionals how to use workforce data to make better, evidence-based decisions that drive business and employee outcomes.
10 constructsThe Basic Principles of People Analytics
0A practical primer that demystifies people analytics and shows HR professionals how to use employee data to make better, evidence-based decisions that create business value.
10 constructs10 factorschaptersThe 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 constructsThe Captain Class
0After analyzing 1,200+ sports teams across history, this book argues that the single defining ingredient of the greatest dynasties was neither talent, money, coaching, nor culture, but the character and behavior of a specific, unglamorous kind of team captain.
11 constructsThe Challenger Sale
0Based on a large-scale study of thousands of B2B sales reps, the book argues that the best salespeople are 'Challengers' who teach customers new insights, tailor their message, and take control of the sale—rather than merely building relationships.
13 constructsThe Coaching Habit Bungay Stanier
0A busy manager's guide to working less hard and having more impact by making coaching a simple, daily habit built on seven essential questions.
8 constructsThe Coding Manual for Qualitative Researchers
Johnny Saldaña
A comprehensive reference manual that profiles 35 distinct methods for coding qualitative data and guides researchers through first and second cycle analytic processes toward categories, themes, concepts, and theory.
12 constructschaptersThe Complete Guide to Sales Force Incentive Compensation
0A comprehensive guide for designing, implementing, and managing effective sales force incentive compensation plans that motivate salespeople, align with business strategy, and drive company success.
11 constructs11 factorschaptersThe Culture Code The Secrets of Highly Successful Groups
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.
12 constructschaptersThe Data Warehouse Toolkit: The Definitive Guide to Dimensional Modeling
Ralph Kimball, Margy Ross
The definitive guide to dimensional modeling for data warehousing and business intelligence, teaching practitioners how to design simple, fast, business-driven analytic databases through case-study-driven techniques.
14 constructs14 factorsThe DevOps Handbook (2nd Edition)
Gene Kim, Jez Humble, Patrick Debois & John Willis
A comprehensive prescriptive guide showing how any technology organization—from legacy enterprise to digital native—can adopt DevOps principles and practices to simultaneously achieve faster flow, higher reliability, better security, and a more humane workplace.
Systems21 constructschaptersThe Differentiated Workforce
Brian E. Becker, Mark A. Huselid & Richard W. Beatty
Firms build sustainable competitive advantage not by winning a generic war for talent but by putting strategy first and disproportionately investing in the specific strategic positions ('A' positions) that drive their unique strategic capabilities.
12 constructsThe E-Myth Revisited
Michael E. Gerber
Most small businesses fail because they are started by skilled technicians who don't know how to build a business that works without them, but by adopting an entrepreneurial perspective and systematizing the business like a franchise prototype, any owner can create a business that serves their life.
13 constructs13 factorschaptersThe Encyclopedia of Infant and Toddlers
0A comprehensive encyclopedia of hundreds of simple, fun, and developmentally appropriate activities for parents and caregivers to stimulate learning and growth in children from birth to three years old.
9 constructschaptersThe Ethics of Ambiguity
0Simone de Beauvoir builds an existentialist ethics grounded in the irreducible ambiguity of the human condition, arguing that genuine morality consists in willing one's own freedom and, inseparably, the freedom of all others.
10 constructsThe Everything Baby Names Book
June Rifkin
A comprehensive guide offering 50,000 baby names with their origins and meanings, along with practical advice to help expectant parents navigate the naming process and find the perfect name for their child.
9 constructsThe Family Firm
Emily Oster
An economist-mom applies business-school decision-making frameworks and data analysis to help parents navigate the bigger, more consequential choices of the elementary school years.
10 constructs10 factorschaptersThe Fearless Organization
Amy C. Edmondson
Psychological safety—a shared belief that a workplace is safe for interpersonal risk-taking—is the essential, learnable foundation that lets people speak up, learn, innovate, and perform in a complex, knowledge-driven world.
10 constructsThe Field Guide to Understanding Human Error
0A practical guide arguing that 'human error' is never the cause of failure but a symptom of deeper trouble inside organizations, and showing how to investigate, learn, and build safety accordingly.
9 constructsThe Fifth Discipline
0Organizations can overcome their inherent learning disabilities and achieve sustained success by collectively mastering five core disciplines: Personal Mastery, Mental Models, Shared Vision, Team Learning, and the integrative discipline of Systems Thinking.
13 constructsThe First 90 Days
0A practical framework for new leaders at all levels to accelerate their transitions into new roles and reach the 'breakeven point' faster during their critical first 90 days.
13 constructsThe Five Most Important Questions You
0Peter Drucker's five deceptively simple questions—mission, customer, customer value, results, and plan—form a self-assessment discipline that any organization can use to focus on purpose, satisfy customers, measure changed lives, and convert intentions into effective action.
8 constructsThe Five Principles of Parenting Your
0A developmental psychologist distills decades of research into five core principles—Relationships, Reflection, Regulation, Rules, and Repair—to help parents navigate the complexities of raising resilient, emotionally healthy children by focusing on connection over perfection.
6 constructschaptersThe Foundations of Social Research: Meaning and Perspective in the Research Process
Michael Crotty
A scaffolding for understanding social research that shows how research methods are grounded in methodologies, theoretical perspectives, and epistemologies, and traces the meaning of the major philosophical traditions that inform inquiry.
9 constructschaptersThe Functions of the Executive
Chester I. Barnard
An organization's survival depends on its executives performing three essential functions: establishing communication, securing willing cooperation through incentives, and defining a common purpose, all while navigating the delicate balance between the organization's effectiveness and its efficiency in satisfying its members.
6 constructsThe Gardener and the Carpenter
Alison Gopnik
Developmental psychologist Alison Gopnik argues that good caregiving is not goal-directed 'parenting' that shapes children into particular adults, but a form of unconditional love that provides a stable, rich environment in which unpredictable, variable children can explore, learn, and create their own futures.
14 constructs14 factorschaptersThe Gold Standard Building a World
0Duke coach Mike Krzyzewski recounts how he transformed a collection of talented NBA superstars into a true team that reclaimed Olympic gold in 2008, distilling the process into a sequence of disciplined 'times and moments' any leader can use to build a world-class team.
12 constructsThe Golden Rules 10 Steps to
0An Olympic swim coach distills the ten-step 'Method' he used to develop Michael Phelps into a repeatable system for achieving world-class excellence in any pursuit.
13 constructsThe Great Ceo Within Mochary
0A practical compendium of the individual habits, group habits, infrastructure, and processes a founding CEO must master to scale a technical startup into a great, category-killing company.
12 constructsThe Happiest Baby on the Block
Harvey Karp
A pediatrician reveals that newborns cry so much because they are effectively born three months too soon, and that imitating the womb via five simple techniques (the 5 S's) triggers an innate 'calming reflex' that soothes crying and boosts sleep.
10 constructs10 factorsThe Hiring Handbook A Toolkit for Recruitment, Assessment, and Selection Success
Kasey Harboe Guentert, Mollie Berke
A practical, evidence-based toolkit that puts the human interviewer back at the center of hiring through a three-step structured assessment process—what to assess, how to assess, and who to select—to reduce bias and improve hiring accuracy.
13 constructsThe Human Equation
Jeffrey Pfeffer
Organizations achieve sustained profitability and competitive advantage by implementing a coherent system of seven people-centered management practices that build employee commitment and competence, contrary to flawed conventional wisdom.
7 constructsThe Human Side of Enterprise
Douglas McGregor
Every managerial action rests on assumptions about human nature, and choosing humanistic Theory Y assumptions over controlling Theory X ones unlocks employee motivation, growth, and organizational productivity.
8 constructsThe Idea Factory Bell Labs Gertner
0A history of Bell Labs, the monopolistic R&D arm of AT&T, which systematically produced the foundational innovations of the information age by creating a unique culture of managed scientific freedom and interdisciplinary collaboration.
15 constructsThe Innovators Solution Creating and Sustaining Successful Growth
Christensen, Clayton
A practical guide for managers and entrepreneurs to predictably create and sustain profitable growth by mastering and applying the theories of disruptive innovation.
13 constructsThe Introverted Leader Building on Your
0A practical guide showing introverts how to leverage their natural quiet strengths to become effective leaders using a repeatable four-step process rather than trying to become extroverts.
12 constructsThe Lean Startup
0A scientific, management-driven approach to building startups under extreme uncertainty by maximizing validated learning through rapid Build-Measure-Learn cycles.
10 constructs10 factorschaptersThe Making of a Manager
0A first-time manager's journey from individual contributor to design executive at Facebook, offering a practical playbook on how to lead teams by focusing on three core pillars: purpose, people, and process.
8 constructsThe Manager S Path a Guide
0A practical, stage-by-stage field guide for engineers who become managers, mapping the technical leadership career path from mentoring and tech lead through managing people, teams, managers, and senior executive leadership.
13 constructsThe Model Thinker: What You Need to Know to Make Data Work for You
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.
12 constructs12 factorschaptersThe Montessori Toddler
Simone Davies
A practical parent's guide to applying Montessori principles at home to raise curious, capable, and responsible toddlers by understanding their developmental needs, preparing the environment, and being a calm, respectful guide.
12 constructs12 factorsThe Nature of Managerial Work
Henry Mintzberg
Through direct observation of how managers actually spend their time, this book dismantles the classic textbook view of management and replaces it with an empirically grounded model of ten interlocking managerial roles.
6 constructsThe 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 New HR Analytics: Predicting the Economic Value of Your Company's Human Capital Investments
Jac Fitz-enz
A guide for transforming Human Resources from a reactive cost center into a strategic, value-creating partner by applying a four-phase predictive analytics model (HCM:21) to manage human capital and forecast business outcomes.
11 constructschaptersThe New Human Capital Strategy
Bradley W. Hall
This book argues for a disciplined, systemic approach to managing human capital with the same rigor as financial capital to create sustained competitive advantage by improving the year-over-year performance of people in critical roles.
8 constructschaptersThe Newhall Shooting: A Tactical Analysis
0A forensic reconstruction and tactical analysis of the 1970 Newhall gunfight that killed four California Highway Patrol officers, distilling the enduring survival lessons for law enforcement.
11 constructsThe Outsiders
William N. Thorndike Jr.
Eight unconventional CEOs achieved extraordinary long-term returns for their shareholders by rejecting conventional management wisdom and adopting a radically rational, investor-like approach focused on disciplined capital allocation.
11 constructsThe Performance Appraisal Tool Kit
0A practical guide showing HR leaders and executives how to redesign the performance appraisal template, content, and process to drive individual and enterprise-wide performance rather than merely justify merit increases.
12 constructsThe Phoenix Project
Gene Kim, Kevin Behr & George Spafford
A reluctant new VP of IT Operations must save a struggling manufacturing company from itself by transforming chaotic, firefighting IT practices into disciplined, flow-optimized DevOps delivery—before the business collapses under the weight of its own technical debt.
Systems18 constructschaptersThe Power of People - How Successful Organizations Use Workforce Analytics To Improve Business Performance
0A practical, expert-informed guide to establishing, operating, and leading a workforce analytics function that uses people data to improve business performance.
15 constructs15 factorschaptersThe Practice of Management
Peter F. Drucker
Management is the specific and distinct organ of the business enterprise, responsible for making resources productive by managing the business, managing managers, and managing work and workers to create a customer through marketing and innovation.
12 constructsThe Practice of Social Research
Earl Babbie
A comprehensive introduction to the logic and methods of social science research, teaching readers to understand the theoretical foundations, design rigorous studies, collect and analyze both quantitative and qualitative data, and communicate findings responsibly.
11 constructschaptersThe Practice of Strategy From Alexander
0Through twelve historical case studies spanning from antiquity to modern conflicts, this book argues for the unity of all strategic experience, demonstrating that while the character of war changes, its fundamental nature and the logic of strategy remain timeless.
8 constructsThe Pragmatic Programmer (20th Anniversary Edition)
Andrew Hunt & David Thomas
A comprehensive philosophy and toolkit for software developers who want to take ownership of their craft, career, and code quality through pragmatic, adaptable, and deliberate practices.
Systems26 constructschaptersThe Psychology of Survey Response
Roger Tourangeau, Lance J. Rips, Kenneth Rasinski
A comprehensive cognitive theory of how survey respondents understand questions, retrieve information, form judgments, and report answers—and what this implies for survey error and practice.
16 constructschaptersThe Quick Python Book, Third Edition
Naomi Ceder
A concise, example-driven guide that takes experienced programmers from Python basics through advanced features and real-world data-handling applications as fast as possible.
11 constructsThe Revenue Zone the Ultimate Playbook
0A playbook for B2B sales and marketing teams to align with the modern, privacy-conscious, self-directed buyer's journey and convert prospects and customers into a self-reinforcing engine of predictable revenue growth.
11 constructsThe Sales Acceleration Formula
0An MIT-trained engineer reveals how to transform sales from an unpredictable art form into a scalable, data-driven science by systematizing hiring, training, management, and demand generation.
14 constructsThe Savage Mind
0Claude Lévi-Strauss argues that 'primitive' thought is not a rudimentary stage of intellectual development but a parallel, equally complex and logical system for ordering the world, which he terms the 'science of the concrete'.
10 constructsThe Scientist in the Crib What
0Babies and young children are the most powerful learners in the universe, actively constructing and revising scientific-like theories about the world, people, and language through innate knowledge, powerful learning abilities, and social interaction.
5 constructschaptersThe Service Profit Chain
James L. Heskett, W. Earl Sasser Jr., Leonard A. Schlesinger
Leading service companies achieve sustainable profitability and growth by creating a self-reinforcing chain of value that links employee satisfaction, loyalty, and productivity to the delivery of superior service value, which in turn drives customer satisfaction, loyalty, and financial success.
10 constructsThe Software Engineer's Guidebook
Gergely Orosz
A career-spanning field manual that explains the skills, behaviors, and judgment software engineers need to grow from entry-level developer through senior, tech lead, and staff/principal roles at tech companies and startups.
Systems15 constructschaptersThe Staff Engineers Path A Guide for Individual Contributors Navigating Growth and Change
Tanya Reilly
A practical guide for senior individual contributors navigating the ambiguous staff engineer role by mastering big-picture thinking, cross-team project execution, and organizational influence without direct authority.
Systems15 constructschaptersThe Talent Code: Greatness Isn't Born. It's Grown. Here's How.
Daniel Coyle
Greatness isn't born but grown through a neurological mechanism called myelin, which is developed by combining deep practice, ignition (motivation), and master coaching.
7 constructsThe Thin Blue Lifeline: Verbal De-escalation
0A comprehensive tactical guidebook for law enforcement officers on using verbal de-escalation, self-control, and behavioral recognition to safely and professionally manage encounters with mentally ill, emotionally disturbed, and aggressive individuals.
7 constructsThe Toyota Way to Lean Leadership_ Achieving and Sustaining Excellence through Leadership Development
0To achieve sustainable operational excellence, organizations must adopt Toyota's leadership model, which focuses on the lifelong journey of developing leaders at all levels to be self-driven learners, patient coaches, and enablers of bottom-up continuous improvement.
8 constructsThe Tyranny of Metrics
Jerry Z. Muller
A historian diagnoses how the compulsive drive to measure, publicize, and reward standardized performance metrics corrupts the very institutions and professionals it claims to improve.
12 constructsThe Whole-Brain Child
Daniel J. Siegel, Tina Payne Bryson
A neuroscience-informed parenting guide that teaches parents to turn everyday struggles into opportunities to integrate their child's developing brain so the child can survive difficult moments and thrive emotionally, socially, and intellectually.
8 constructs8 factorsThe Wretched of the Earth
0Frantz Fanon's seminal work argues that decolonization is an inherently violent process through which the colonized psychologically reclaim their humanity, warning post-independence nations against the pitfalls of mimicking their former European colonizers and the rise of a self-serving national bourgeoisie.
7 constructsThinking, Fast and Slow
Daniel Kahneman
A groundbreaking exploration of the two systems that drive the way we think—the fast, intuitive System 1 and the slow, deliberative System 2—revealing the pervasive cognitive biases that systematically shape our judgments and decisions in everything from financial markets to personal happiness.
Science29 constructschaptersTime Series Forecasting Using Foundation Models
Marco Peixeiro
A hands-on practitioner's guide to understanding, applying, fine-tuning, and comparing foundation models—from TimeGPT to LLM-based approaches—for time-series forecasting and anomaly detection.
Statistics22 constructsToddlers Are A**holes: It's Not Your Fault
Bunmi Laditan
A comedic survival guide arguing that toddlers' maddening behavior is a normal developmental fact, so parents should lower their standards, ditch perfectionism, and take care of themselves.
8 constructs8 factorsTomorrows Organization Crafting Winning Capabilities in a Dynamic World
Susan Albers Mohrman, Jay R. Galbraith etc.
To achieve competitive advantage in a dynamic global economy, organizations must continuously transform their design, management practices, and human resource systems to build flexible, winning capabilities.
10 constructsTraction - Get A Grip - Audible
0A practical operating system that helps entrepreneurs strengthen six key components of their business to gain traction and execute their vision.
10 constructs10 factorschaptersTraction Eos Wickman
0A practical operating system (EOS) that helps entrepreneurial leaders strengthen six key components of their business to gain traction and realize their vision.
11 constructs11 factorschaptersTraction_ Get a Grip on Your Business
0A practical operating system (EOS) that helps entrepreneurial leaders strengthen six key components of their business to gain control, traction, and growth.
11 constructs11 factorschaptersTransformative HR: How Great Companies Use Evidence-Based Change for Sustainable Advantage
John W. Boudreau, Ravin Jesuthasan
A practical framework showing how great organizations replace gut-feel people decisions with evidence-based change built on five disciplined principles that transform HR into a driver of sustainable strategic advantage.
11 constructschaptersTrillion Dollar Coach Schmidt
0The leadership playbook of Bill Campbell, the Silicon Valley coach who taught tech's greatest leaders that building high-performing teams as caring communities is the true engine of business success.
14 constructsTrust in the Law: Encouraging Public Cooperation with the Police and Courts
0Legal authorities gain more durable public cooperation not by delivering favorable outcomes or wielding coercive force, but by treating people with procedural fairness and demonstrating trustworthy motives.
10 constructsTurn the Ship Around Marquet
0A submarine captain transforms the worst-performing ship in the fleet into the best by rejecting top-down leader-follower leadership and instituting a leader-leader model that pushes decision-making authority down to where the information lives.
11 constructsTurning the Flywheel
Jim Collins
Great organizations build sustained momentum by understanding, applying, and relentlessly renewing their unique, self-reinforcing flywheel, turning initial successes into a compounding effect that leads to breakthrough results.
7 constructsUncharitable How Restraints on Nonprofits Undermine
0The book argues that the traditional rules and expectations imposed on nonprofits—low overhead, limited compensation, no risk, and no advertising—are based on an outdated Puritanical morality and severely undermine their potential to solve major social problems.
12 constructsUncommon Service Frei Morriss
0Uncommon service is not the product of heroic effort or exceptional people but the outcome of deliberate design choices—trade-offs, funding mechanisms, employee and customer management systems—amplified by a reinforcing culture.
9 constructsUnderstanding Deep Learning
Simon J. D. Prince
A comprehensive conceptual guide to deep learning that builds from fundamental supervised learning through generative models and reinforcement learning, candidly acknowledging what remains unknown about why deep learning works.
Statistics21 constructsUnderstanding Michael Porter
Magretta, Joan
An essential guide that distills Michael Porter's foundational frameworks on competition and strategy, arguing that sustained superior performance comes not from being the best, but from being unique.
10 constructsUnderstanding performance appraisal social, organizational, and goal-based perspectives
Murphy, Kevin R., 1952-, Cleveland etc.
Performance appraisal in organizations is best understood not as a measurement problem but as a goal-directed social and communication process shaped by organizational context.
9 constructsUsing Multivariate Statistics
Barbara G. Tabachnick, Linda S. Fidell
A practical guide for researchers on how to choose, execute, and interpret a wide range of multivariate statistical analyses using common software, with a strong emphasis on data screening and understanding underlying assumptions.
6 constructsUsing R in HR Analytics A practical guide to analysing people data
Martin Edwards, Kirsten Edwards .
A practical, hands-on guide to applying inferential and predictive statistical techniques to human resources data using the open-source R programming language.
6 constructs6 factorschaptersUsing R With Multivariate Statistics
Randall E. Schumacker
A practical guide for researchers and students on how to perform a wide range of common multivariate statistical analyses using the free and powerful R software.
4 constructschaptersValuation Koller Mckinsey
0A comprehensive guide to creating corporate value by mastering the principles of valuation, centered on the core drivers of return on invested capital (ROIC) and growth, and applying them to strategic decision-making.
7 constructsVenture Deals: Be Smarter Than Your Lawyer and Venture Capitalist
Brad Feld, Jason Mendelson
A comprehensive guide for entrepreneurs to demystify venture capital financing, master term sheet negotiations, and build successful, long-term partnerships with investors.
11 constructsVibe Engineering
Manning (MEAP)
A guide for software engineers to transition from chaotic 'Vibe Coding' to a disciplined 'Vibe Engineering' methodology, enabling the safe and effective integration of AI assistants into the software development lifecycle through rigorous verification and system design.
15 constructsWhat Really Works_ The 4+2 Formula for Sustained Business Success
0A large-scale, statistically rigorous study of hundreds of companies reveals that sustained business success comes from excelling at all four primary management practices (strategy, execution, culture, structure) plus any two of four secondary practices (talent, leadership, innovation, mergers/partnerships).
13 constructsWhat You Do Is Who You Are Horowitz
0Company culture is not what you say or believe but the sum of what your people actually do when no one is looking, and leaders can deliberately design and reshape it using techniques drawn from history's most effective culture-builders.
14 constructsWhy Good People Can't Get Jobs
Peter Cappelli
The so-called skills gap is largely a myth; the real reason good people can't get jobs is that employers have adopted flawed hiring practices, unrealistic requirements, inadequate wages, and abandoned training.
10 constructsWhy People Obey the Law
0People obey the law not primarily out of fear of punishment, but because they perceive the law and legal authorities as legitimate, a perception rooted in experiences of procedural justice.
6 constructsWhy We Sleep
0A leading neuroscientist reveals the transformative power of sleep, explaining its critical role in learning, health, and longevity, and sounds the alarm on the global sleep-loss epidemic that is silently damaging our lives.
7 constructsWhy Zebras Don't Get Ulcers
0Humans get stress-related diseases because we activate a physiological system designed for acute physical emergencies for prolonged periods of psychological turmoil.
12 constructsWin Forever Live Work and Play
0A veteran football coach shares the competition-centered personal philosophy—Win Forever—that transformed his career, arguing that anyone who defines a clear philosophy and relentlessly competes to maximize their potential can sustain excellence in any domain of life.
10 constructsWisdom of Teams Katzenbach Smith
0Real teams—small groups mutually committed to a common purpose, performance goals, and working approach—are the primary unit of performance in organizations, but only when a disciplined focus on demanding performance challenges (not team-building for its own sake) drives their formation.
10 constructsWooden on Leadership How to Create
0Legendary basketball coach John Wooden distills four decades of team-building into a leadership philosophy centered on his Pyramid of Success, where character, effort, and disciplined preparation—not winning—define true success.
15 constructsWork Rules!
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.
20 constructschaptersWorkforce 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 factorschaptersWorking Effectively with Legacy Code
Michael C. Feathers
A battle-tested field guide for software developers who must safely change, test, and improve code they didn't write and can barely understand.
Systems13 constructschaptersWriting Down the Bones Goldberg
0A groundbreaking guide that merges Zen meditation with the craft of writing, teaching aspiring authors to trust their own minds and free their inner voice through a disciplined routine she calls "writing practice."
9 constructsYour Strategy Needs a Strategy Reeves
0To achieve superior performance, leaders must abandon a one-size-fits-all approach and instead select and execute the right strategy—Classical, Adaptive, Visionary, Shaping, or Renewal—that best fits their specific business environment.
4 constructsZen Art of Writing Bradbury
0A celebrated author's passionate manifesto on the art of writing, arguing that true creativity is an explosive, joyful act of channeling one's subconscious loves and hates, rather than a sterile intellectual exercise.
9 constructs
One corpus, three collections
The library spans more than books: browse the HR Metrics Library (what each measure is, how it’s computed, the evidence) and the Survey Instruments (factor structure, reliability, validity) — same reference-library pattern, drawn from the same corpus.