References Library
The books behind the work.
364 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, 269 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 →364 of 364
$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 factorschaptersA 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.
18 constructschaptersA 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 constructschaptersA Theory of Human Motivation (Hardcover Library Edition)
0Human beings are perpetually wanting animals whose needs arrange themselves into a hierarchy of prepotency, so that satisfying lower needs releases the emergence of higher ones culminating in self-actualization.
11 constructschaptersAdvertising Works 15
0A curated collection of 22 prize-winning case studies from the 2006 IPA Effectiveness Awards that forensically prove how investment in marketing communications generates measurable, financially quantifiable business returns.
13 constructs13 factorsAgile Workforce Planning
Adam Gibson
A comprehensive, practical methodology for aligning an organization's people strategy with its business strategy through an agile, iterative six-stage workforce planning framework.
15 constructs15 factorsAI 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.
14 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.
16 constructschaptersAn 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 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 factorsAn Introduction to the Study of Experimental Medicine (Dover Books on Biology)
0A pioneering physiologist lays out the principles of the experimental method so that medicine can move from empirical guesswork to a true, deterministic science grounded in experimentation on living beings.
11 constructschaptersAnalytics 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 factorschaptersApplied Multivariate Stats Social Sciences Stevens
0A practical guide for social science students and researchers on how to apply, interpret, and critically evaluate common multivariate statistical techniques using SPSS and SAS, emphasizing conceptual understanding, assumption checking, and the generalizability of results.
10 constructschaptersApplied Univariate Bivariate Multivariate Denis
0A beginner's hands-on guide to applying a wide range of fundamental statistical techniques, from t-tests to multivariate analysis, using Python, with a strong emphasis on conceptual understanding over rote coding.
8 constructschaptersArchitecture 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.
20 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 constructsAssessing Change in Psychoanalytic Psychotherapy of Children and Adolescents (Psychology, Psychoanalysis & Psychotherapy)
0An edited European collection that demonstrates how empirical research methods can be rigorously applied to evaluate process and outcome in psychoanalytic psychotherapy with children and adolescents without betraying the clinical complexity of the work.
12 constructschaptersAssessment Methods Recruitment Selection Edenborough
0A manager's guide to the theory and practice of using objective assessment methods—psychometric tests, structured interviews, and assessment centres—to improve recruitment, selection, and performance management.
7 constructs7 factorschaptersAtomic Habits
James Clear
Small, consistent habit changes—compounded over time and anchored in identity—produce remarkable results, and four behavioral laws make those changes systematic and durable.
11 constructs11 factorschaptersBandura_s Self-Efficacy Theory in Action
0A practical guide that translates Albert Bandura's self-efficacy theory into concrete classroom strategies for instruction, practice, and behaviour.
11 constructschaptersBasic Marketing: A Marketing Strategy Planning Approach
William D. Perreault, Joseph P. Cannon, E. Jerome McCarthy
A foundational textbook that teaches managerial marketing through the four Ps and a target-market-centered marketing strategy planning process.
12 constructs12 factorsBasics Qualitative Research Grounded Theory Corbin Strauss
0A practical guide that demystifies qualitative data analysis by providing a systematic set of techniques, grounded in Pragmatism and Interactionism, for transforming raw data into credible concepts, rich descriptions, and integrated theories.
12 constructsBayesian 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 Hr Boudreau Ramstad
0This book introduces 'talentship,' a new decision science for human capital, to help organizations move beyond traditional HR by making strategic, differentiated talent decisions that create sustainable competitive advantage.
6 constructsBeyond 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 factorsBlitzscaling
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 factorschaptersBlue Ocean Strategy: How to Create Uncontested Market Space and Make the Competition Irrelevant
W. Chan Kim, Renée Mauborgne
A strategy framework arguing that lasting profitable growth comes not from competing in existing, overcrowded 'red oceans' but from creating uncontested new market space ('blue oceans') through value innovation that makes the competition irrelevant.
14 constructs14 factorsBook Summary_ The Goal by Eliyahu Goldratt
Eliyahu M. Goldratt
A failing plant manager, guided by a Socratic physicist named Jonah, discovers that the goal of any manufacturing organization is to make money, and learns to manage by identifying and exploiting system constraints rather than chasing local efficiencies.
Strategy11 constructs11 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.
19 constructsBootstrapping Microservices, Second Edition With Docker, Kubernetes, GitHub Actions, and Terraform
Ashley Davis
A hands-on, project-driven guide that walks developers from zero to a fully deployed, production-ready microservices application using Docker, Kubernetes, GitHub Actions, and Terraform.
17 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 factorsBuilding a StoryBrand
0A seven-part, story-based communication framework that teaches businesses to clarify their message by casting the customer as the hero and the brand as the guide, so more customers listen and buy.
13 constructs13 factorsBusiness 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
0This 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 Methods Yin
0A comprehensive methodological guide for designing and conducting rigorous case study research in the social sciences to produce valid, reliable, and generalizable findings.
15 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 constructsCognitive Therapy of Depression
0Aaron Beck and colleagues lay out the theory and practice of cognitive therapy for depression, demonstrating that correcting inaccurate beliefs and maladaptive information processing relieves symptoms and, uniquely among treatments, produces enduring effects that reduce future relapse.
11 constructschaptersCommon Sense
0A practical guide to using strategic human resources processes to drive business execution by getting the right people in the right jobs doing the right things the right way while supporting the right development.
14 constructs14 factorsCompany 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 Employees Fairly
0A practical, statistically grounded guide to measuring and achieving internal pay equity so employers can detect, prevent, and remedy compensation discrimination before it becomes litigation.
11 constructs11 factorsCompensating the Sales Force_ A Practical Guide to Designing Winning Sales Reward Programs, Second Edition
David J. Cichelli
A practical, job-content-driven guide to designing, constructing, administering, and assessing sales compensation plans that align seller behavior with company strategy.
Strategy11 constructs11 factorsCompensating the Sales Force, Third Edition_ A Practical Guide to Designing Winning Sales Reward Programs
David J. Cichelli
A practical, comprehensive guide to designing strategically aligned, motivating sales compensation plans by grounding plan design in sales job content and the point of persuasion.
Strategy14 constructs14 factorsCompensation
Lance A. Berger & Dorothy Berger
A comprehensive, multi-author reference that shows compensation and HR professionals how to design, implement, and audit pay programs that align with business strategy, culture, and talent management to create sustainable competitive advantage.
Strategy14 constructs14 factorsCompensation (Milkovich, Newman & Gerhart)
George T. Milkovich, Jerry M. Newman, Barry Gerhart
A comprehensive textbook that provides a strategic framework for designing and managing compensation systems to drive organizational performance, ensure fairness, and maintain legal compliance.
8 constructschaptersCompensation and Benefit Design
Bashker D. Biswas
A technical guide that teaches human resource professionals how to apply finance and accounting principles to the design, costing, and administration of global compensation and benefit programs.
Strategy11 constructs11 factorsCompensation: Theory, Evidence, and Strategic Implications
Barry Gerhart, Sara L. Rynes
An interdisciplinary, research-based examination of how organizations decide pay level, pay structure, and pay basis, and how those compensation choices affect individual and organizational outcomes.
13 constructs13 factorschaptersCompeting 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 on Analytics: Updated, with a New Introduction
Thomas H. Davenport, Jeanne G. Harris
A field-defining guide arguing that organizations can build durable competitive advantage by systematically using data, statistical and quantitative analysis, and fact-based decision making as a distinctive strategic capability.
9 constructs9 factorsCompetitive 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 constructsComputerized Adaptive Testing: A Primer
0A comprehensive primer on how to build, calibrate, maintain, and validate computerized adaptive tests (CAT) that tailor item selection to each examinee while preserving measurement quality, fairness, and security.
13 constructschaptersConfessions of an Advertising Man
David Ogilvy
David Ogilvy distills the principles, craft, and ethics of running an advertising agency and creating advertising that sells.
12 constructs12 factorsConsulting Frameworks Startup
0A concise guide to the most common consulting frameworks and how to deploy them to ace case interviews and solve real business problems.
9 constructs9 factorschaptersContagious: Why Things Catch On
Jonah Berger
Products, ideas, and behaviors catch on not because of luck or special people, but because they embody six shareable qualities captured in the STEPPS framework.
10 constructs10 factorsContent Inc.: Start a Content-First Business, Build a Massive Audience and Become Radically Successful
Joe Pulizzi
A proven, audience-first business model that flips conventional startup wisdom by building a loyal content audience before defining products or services.
12 constructs12 factorsCrossing the Chasm, 3rd Edition (Collins Business Essentials)
0A field-tested marketing model explaining why disruptive high-tech products stall between early enthusiasts and mainstream buyers, and how to bridge that gap to achieve market dominance.
13 constructs13 factorschaptersCultural 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 factorschaptersData 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.
16 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.
7 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 the explosion of data, analytics, and AI to transform people management from an administrative function into a strategic, value-adding driver of organizational performance.
15 constructs15 factorsData-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 factorsDesign for Developers
Adrian Twarog, George Moller
A practical, step-by-step visual design guide that teaches developers and non-designers the core formulas of color theory, typography, component design, visual hierarchy, and design systems so they can build beautiful, usable interfaces.
16 constructsDesign for Developers
Stephanie Stimac
A practical guide that teaches web developers the visual design and user experience fundamentals they need to build polished, well-structured websites with confidence.
17 constructsDesign, Evaluation, and Analysis of Questionnaires for Survey Research (Wiley Series in Survey Methodology)
Irmtraud N. Gallhofer & Willem E. Saris
A systematic, science-based method for designing survey questions, predicting their measurement quality before data collection, and correcting for measurement error in analysis.
Statistics12 constructs12 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.
13 constructs13 factorschaptersDesigning Global Sales Incentive Plans_ Step-By-Step Guide
0A practical nine-step framework for diagnosing sales performance problems and designing globally consistent yet locally flexible sales incentive plans.
11 constructs11 factorsDesigning 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.
18 constructschaptersDeveloping 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 factorschaptersDifferentiate or Die: Survival in Our Era of Killer Competition
Jack Trout, Steve Rivkin
In an era of overwhelming consumer choice and killer competition, businesses must find and communicate a meaningful point of differentiation or perish.
8 constructs8 factorsDisciplined 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.
25 constructschaptersDrive: 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 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.
21 constructsEpic Content Marketing: Break through the Clutter with a Different Story
Joe Pulizzi, Brian Piper
A comprehensive guide to building loyal audiences and growing a business by consistently creating and distributing valuable, differentiated content rather than interrupting people with product-centric advertising.
12 constructs12 factorsExcellence 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
Andrew Stumpff
A casebook that maps the patchwork of U.S. tax, securities, ERISA, state corporate, and employment law governing how American executives are paid, while interrogating whether high executive pay reflects market forces or a governance failure.
16 constructs16 factorsExperimental 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 (Understanding Statistics)
Marley W. Watkins
A practical, formula-light, step-by-step guide to conducting exploratory factor analysis (EFA) in SPSS using evidence-based best practices.
Statistics13 constructs13 factorschaptersFacebook Advertising
Edwards, Charles
A beginner's practical guide to setting up, targeting, budgeting, and optimizing Facebook (and Instagram) advertising campaigns to grow a business.
12 constructs12 factorsFactor 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 factorschaptersFirst, 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 factorschaptersFlourish_ A Visionary New Understanding of Happiness and Well-being
0Martin Seligman reframes the goal of positive psychology from increasing happiness to building flourishing, defined by five measurable elements—positive emotion, engagement, relationships, meaning, and accomplishment (PERMA)—and shows how these can be taught and built in individuals, schools, armies, and nations.
13 constructschaptersFlow (Harper Perennial Modern Classics)
0Happiness is not a matter of luck or external circumstance but a skill: it arises from learning to control the contents of consciousness so as to experience 'flow'—the state of complete, ordered absorption in an optimally challenging activity.
15 constructschaptersFounder’s Pocket Guide_ Cap Tables
0A concise, practical guide that teaches startup founders how to build and use a capitalization table to track equity ownership, model funding rounds, and plan exits.
10 constructs10 factorschaptersFounder’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_ Stock Options and Equity Compensation
0A concise, practical handbook that demystifies how startups use stock options and equity compensation to attract, motivate, and retain talent within US tax and securities rules.
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 Invention to Patent Voldman
0A practical, end-to-end guide that teaches scientists and engineers how to recognize their own inventiveness, document inventions, draft patents, navigate office actions, and build patent portfolios.
10 constructs10 factorschaptersFundamentals 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
0A 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.
16 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.
17 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 It Published Germano
0An insider's guide for scholars and serious nonfiction writers on how to successfully navigate the academic publishing process, from writing a winning proposal to promoting the finished book.
13 constructs13 factorschaptersGetting Published Hook an Agent Bingham
0A practical guide for aspiring authors on navigating the traditional publishing industry, from manuscript preparation and securing a literary agent to negotiating deals and building a sustainable writing career.
11 constructs11 factorschaptersGoal 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 Strategy Bad Strategy Rumelt
0A good strategy is a coherent response to a critical challenge, consisting of a diagnosis, a guiding policy, and coordinated actions, while the common affliction of 'bad strategy' is merely a mix of wishful thinking, buzzwords, and ambitious goals.
8 constructsGood to Great
0A 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.
18 constructsGreat Course - Great Ideas of Psychology
0A sweeping intellectual history of psychology that traces its great ideas from ancient Greek philosophy through behaviorism, cognitivism, psychobiology, and artificial intelligence, while questioning whether psychology can ever be a 'science' in the way physics is.
7 constructschaptersGreat Course - Psychology of Human Behavior
0A 36-lecture survey of modern psychology that examines human behavior from both clinical and experimental perspectives, framed by scientific method and increasingly informed by evolutionary theory.
11 constructschaptersGreat Course - Psychology of Performance
0A clinical sport psychologist distills the science of excellence into a practical system for performing your best in any domain by training your mind to value, accept, focus, and commit—no matter how you feel.
18 constructschaptersGrowth Hacker Marketing: A Primer on the Future of PR, Marketing, and Advertising
Ryan Holiday
A primer arguing that the future of marketing is growth hacking—building testable, trackable, scalable customer acquisition into the product itself rather than relying on expensive traditional advertising.
8 constructs8 factorsHacking Growth: How Today's Fastest-Growing Companies Drive Breakout Success
Sean Ellis, Morgan Brown
Hacking Growth lays out a cross-functional, data-driven, rapid-experimentation methodology that today's fastest-growing companies use to systematically acquire, activate, retain, and monetize customers.
12 constructs12 factorsHacking 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 factorsHalo Effect Rosenzweig
0A critical examination of popular business thinking, revealing how the Halo Effect and eight other delusions cause us to mistake attributions for the causes of company performance, leading to a flawed understanding of success.
5 constructsHandbook 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 Marketing Scales Multi-Item Measures for Marketing and Consumer Behavior Research
William O. Bearden, Richard G. Netemeyer .
A comprehensive reference compendium of psychometrically validated multi-item measurement scales for marketing and consumer behavior research, organized by topical domain.
10 constructs10 factorsHandbook 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 factorsHierarchical Linear Models Raudenbush Bryk
0This book provides a comprehensive theoretical and practical guide to hierarchical linear models (HLM), a class of statistical methods for analyzing data with nested or multilevel structures, such as students within schools or repeated measures within individuals.
5 constructs5 factorschaptersHigh 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 factorschaptersHooked: How to Build Habit-Forming Products
Nir Eyal, Ryan Hoover
A practical framework—the four-phase Hook Model—for designing products that build habits by connecting users' internal triggers to a company's solution through cycles of trigger, action, variable reward, and investment.
15 constructs15 factorsHow Brands Grow: What Marketers Don't Know
Byron Sharp
An evidence-based demolition of conventional marketing wisdom, showing that brands grow chiefly by increasing market penetration and building mental and physical availability, not through differentiation, loyalty, or targeting.
11 constructs11 factorsHow to Make Patent Drawings Lo
0A practical, step-by-step manual that teaches inventors how to create their own formal patent drawings that meet strict U.S. Patent and Trademark Office requirements, using pen and ink, a computer, or a camera.
9 constructs9 factorschaptersHow to Measure Anything
0A 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 constructschaptersHuman + 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 constructsInbound Marketing: Attract, Engage, and Delight Customers Online
Brian Halligan, Dharmesh Shah
A practical playbook for replacing interruptive outbound marketing with inbound methods that attract, engage, and convert customers by getting found online through content, search, and social media.
17 constructs17 factorsInfluence (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 factorsInformation Architecture
Louis Rosenfeld, Peter Morville & Jorge Arango
A practical, principles-based guide to information architecture—the discipline of structuring shared information environments to make content findable and understandable across websites, apps, and the broader cross-channel ecosystem.
Systems14 constructsInnovators Dilemma Christensen
0Well-managed, successful companies fail to stay atop their industries because the very management practices that make them successful also prevent them from developing the disruptive technologies that ultimately usurp their markets.
10 constructsInnovators Dna Dyer
0Innovation is a developable skill, not just a genetic trait, stemming from five key discovery behaviors—associating, questioning, observing, networking, and experimenting—that anyone can cultivate to generate creative ideas.
7 constructsInnovators Solution Christensen
0A practical guide for managers on how to create new growth businesses with predictable success by applying the theories of disruptive innovation.
12 constructsInternet Marketing Essentials A Comprehensive Digital Marketing Textbook
Jeff Larson, Stuart Draper
A practical, up-to-date primer that teaches how the core disciplines of internet marketing—SEO, paid search, display advertising, landing pages, analytics, email, social media, reputation management, and mobile—work together to drive traffic, conversions, and revenue for any kind of website.
17 constructs17 factorsInternet Marketing Integrating Online and Offline Strategies
Mary Lou Roberts,_ Debra Zahay
A comprehensive guide to integrating online and offline marketing strategies across the customer lifecycle of acquisition, conversion, retention, and value growth.
11 constructs11 factorsInternet Marketing Made Easy
Cole Martins
A step-by-step beginner's guide to using internet marketing tools and techniques to promote products, drive high-quality traffic, and grow any business online.
9 constructs9 factorsInternet 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 factorsItem Response Theory Fundamentals
0This book provides a practical and accessible introduction to Item Response Theory (IRT), a modern measurement framework that overcomes the limitations of classical test theory to enable more precise, fair, and efficient psychological and educational assessment.
12 constructs12 factorschaptersJump Start Your Marketing Brain_ Scientific Advice and Practical Ideas
0A data-driven, two-page-per-idea field guide that replaces marketing 'guru opinion' with statistically proven Scientific Advice and Practical Ideas for doubling your sales-and-marketing success rate.
13 constructs13 factorsJust 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.
14 constructsLeadership and the New Science
Margaret J. Wheatley
A management thinker argues that the discoveries of quantum physics, self-organizing systems, and chaos theory offer a radically new and more hopeful way to lead organizations in a world of constant change.
Strategy11 constructs11 factorschaptersLeading 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 factorschaptersLean 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 factorsMade to Stick: Why Some Ideas Survive and Others Die
Chip Heath, Dan Heath
Some ideas survive and thrive while others die, and the difference lies in six learnable principles that make ideas 'sticky'—understood, remembered, and capable of changing behavior.
14 constructs14 factorsMadness and Civilization
0A historical-philosophical excavation of how Western civilization, between the Renaissance and the modern age, progressively divided reason from unreason and reconstituted madness as mental illness through confinement, moral judgment, and the medical asylum.
10 constructschaptersManaging Employee Performance and Reward Shields
0A conceptually integrated treatment of employee performance management and reward management that argues both must be designed and aligned using a 'best fit' strategic approach to elicit desired employee attitudes, behaviours, competencies and results.
15 constructs15 factorsMans search for meaning
Viktor E. Frankl
A Holocaust survivor and psychiatrist argues that the deepest human drive is the search for meaning, which can be fulfilled under any conditions—even the most agonizing—through how we choose to respond to life.
9 constructschaptersMarketing 3.0: From Products to Customers to the Human Spirit
Philip Kotler, Hermawan Kartajaya, Iwan Setiawan
Marketing 3.0 argues that the next era of marketing treats consumers as whole human beings—mind, heart, and spirit—by embedding mission, vision, and values centered on making the world a better place into every aspect of the business.
11 constructs11 factorsMarketing 4.0: Moving from Traditional to Digital
Philip Kotler, Hermawan Kartajaya, Iwan Setiawan
Marketing 4.0 shows how marketers can blend traditional and digital approaches to guide connected customers along a new path from awareness to advocacy in the digital economy.
12 constructs12 factorsMarketing 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 factorsMarketing Made Simple
0A step-by-step checklist for building a marketing sales funnel that uses clear, story-driven words to turn curious prospects into paying customers.
8 constructs8 factorsMarketing Management
Philip Kotler, Kevin Lane Keller
A comprehensive managerial guide to modern marketing that frames marketing as a holistic, value-creating discipline tasked with identifying and meeting customer needs profitably amid the new realities of technology, globalization, and social responsibility.
12 constructs12 factorsMarketing of services
0A 1981 American Marketing Association conference proceedings compiling early academic and practitioner thought on why and how the marketing of intangible services differs from the marketing of physical goods.
9 constructs9 factorsMarketing plans how to prepare them, how to use them
McDonald, Malcolm
A practical, research-grounded guide that demystifies marketing planning by teaching managers how to prepare and use strategic and tactical marketing plans that match company capabilities to customer wants in order to create sustainable competitive advantage.
10 constructs10 factorsMastering search advertising how the top 3 of search advertisers dominate Google AdWords
Stokes, Richard, 1971-
A data-driven playbook revealing the unwritten rules and statistical tactics the top 3% of Google AdWords advertisers use to dominate paid search.
15 constructs15 factorsMeasurement_ A Very Short Introduction (Very Short Introductions)
David J. Hand
A concise tour of what measurement actually is, how it spans a continuum from representational to pragmatic, and how it underpins—and shapes—our understanding across the physical, life, behavioural, and social sciences.
Statistics10 constructs10 factorschaptersMemories, Dreams, Reflections
0C. G. Jung's autobiographical account of his inner life—dreams, visions, and confrontations with the unconscious—reveals how the self-realization of the unconscious shapes a meaningful human existence.
9 constructschaptersMethods of Meta Analysis Hunter Schmidt
0A comprehensive guide to psychometric meta-analysis, a set of statistical methods for correcting error and bias in research findings to reveal the true underlying relationships across studies.
7 constructs7 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.
15 constructsModern Marketing
Paul Odame, Gloria Jubi
A practical compendium of SEO, social media, and internet marketing tactics aimed at helping website owners rank higher on Google and earn more money online.
10 constructs10 factorsMonolith 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.
23 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 factorschaptersNetworks_ A Very Short Introduction (Very Short Introductions)
Guido Caldarelli & Michele Catanzaro
A concise introduction to network science showing how the hidden web of connections among elements—rather than the elements themselves—governs the behavior of social, biological, technological, and economic systems.
Statistics11 constructsNetworks, Crowds, and Markets: Reasoning About a Highly Connected World
David Easley, Jon Kleinberg
An interdisciplinary introduction to how the social, economic, and technological worlds are connected through networks, and how individual behavior aggregates into population-wide outcomes via structure, incentives, and feedback effects.
14 constructs14 factorsObedience to Authority (Perennial Classics)
Stanley Milgram
Through a series of controlled laboratory experiments, Stanley Milgram demonstrates that ordinary people will inflict apparently lethal harm on an innocent person simply because a legitimate authority commands them to.
Science13 constructschaptersObviously Awesome: How to Nail Product Positioning so Customers Get It, Buy It, Love It
April Dunford
A practical 10-step methodology for deliberately positioning products by setting the right market context so customers instantly understand why a product is uniquely valuable.
14 constructs14 factorsOgilvy on Advertising
David Ogilvy
A master adman distills decades of experience and research into a practical, opinionated guide to producing advertising that actually sells products.
12 constructs12 factorsOKRs - From Mission to Metrics - How Objectives and Key Results Can Help Your Company Achieve Great Things
Francisco S. Homem de Mello
A practical, science-grounded guide to implementing Objectives and Key Results (OKRs) that actually work by detangling goals from compensation and running disciplined short cycles from mission down to metrics.
Strategy14 constructs14 factorsOne hundred years of attrition research (2017)
Peter W. Hom, Jason D. Shaw, Thomas W. Lee & John P. Hausknecht
A century-spanning review of employee turnover theory and research that traces how scholarship moved from atheoretical cost-control studies to rich models of why people leave, why they stay, and how collective turnover shapes organizations.
Science14 constructs14 factorschaptersOperations Research for Social Good
0A 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
0This 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 constructschaptersOrganizations_ A Very Short Introduction (Very Short Introductions)
Mary Jo Hatch
A concise tour of how and why humans organize, weaving metaphors, theories, and disciplines to show that organization, organizations, and organizing are distinct yet inseparable facets of coordinated human life.
Strategy12 constructsPatent Copyright Trademark Desk Reference Stim
0A comprehensive desk reference explaining the fundamental principles, processes, and legal statutes for protecting intellectual property through patents, copyrights, trademarks, and trade secrets.
7 constructs7 factorschaptersPatent 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 factorschaptersPatent Law Essentials Durham
0A concise guide to the principles, processes, and litigation of United States patent law, designed to be accessible for non-lawyers and a useful reference for legal practitioners.
8 constructs8 factorschaptersPatent Strategy Implementation Rimai
0A practical guide for inventors, scientists, and engineers on how to develop and implement a coherent patent strategy to protect their intellectual property and achieve commercial success.
10 constructs10 factorschaptersPay Matters_ The Art and Science of Employee Compensation
0A practical guide that teaches HR professionals and business leaders how to build a fair, market-aligned, performance-based compensation system that retains talent and controls the organization's largest cost.
Strategy12 constructs12 factorsPay People Right!: Breakthrough Reward Strategies to Create Great Companies
Patricia K. Zingheim, Jay R. Schuster
A practical guide showing how companies can align base pay, variable pay, recognition, and total rewards with business goals to create a win-win 'better workforce deal' that drives organizational success.
15 constructs15 factorschaptersPeak
0Expert performance is not the product of innate talent but of a specific, highly structured form of training called deliberate practice that harnesses the brain's and body's natural adaptability to build new skills and mental representations.
12 constructschaptersPeople 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 factorschaptersPermission Marketing: Turning Strangers Into Friends and Friends Into Customers
Seth Godin
In an age of overwhelming advertising clutter, marketers should stop interrupting strangers and instead earn consumers' permission to deliver anticipated, personal, and relevant messages over time.
12 constructs12 factorsPersonnel Selection Adding Value Cook
0A comprehensive guide to evidence-based personnel selection, arguing that the scientific use of validated assessment methods is a critical driver of organizational value and performance.
12 constructs12 factorschaptersPersonnel 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 factorschaptersPhilosophy of Science_ Very Short Introduction
Samir Okasha
A concise tour of the central questions in philosophy of science—what science is, how scientific inference works, what explanation means, whether theories describe reality, how science changes, and how it relates to its critics.
Science8 constructs8 factorsPioneers of Digital: Success Stories from Leaders in Advertising, Marketing, Search and Social Media
Paul Springer, Mel Carson
Through twenty behind-the-scenes profiles of innovators in advertising, marketing, search and social media, the book distills what it takes to pioneer in the digital era.
11 constructs11 factorsPlaying to Win Lafley Martin
0Two seasoned strategists reveal that winning in business is not about visions or plans, but about making a rigorous and integrated set of five choices that define where to play and how to win in the marketplace.
10 constructsPositioning: The Battle for Your Mind
Al Ries, Jack Trout
In an overcommunicated society, marketing success comes not from changing minds but from finding and occupying a simple, distinct position in the prospect's mind relative to competitors.
11 constructs11 factorsPractical 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 factorsPre-Suasion: A Revolutionary Way to Influence and Persuade
Robert B. Cialdini
The decisive moment for persuasion comes not during a message but in the privileged instant before it, when a communicator channels attention to ideas that pre-load the recipient to say yes.
13 constructs13 factorsPredictably Irrational, Revised and Expanded Edition
Dan Ariely
A behavioral economist demonstrates through clever experiments that human irrationality is not random but systematic and predictable, shaping the decisions we make about money, relationships, honesty, and happiness.
Science17 constructschaptersPredictive Analytics for Human Resources
Jac Fitz-enz, John R. Mattox II
A practical, step-by-step guide for HR professionals to move from descriptive metrics to predictive and prescriptive analytics that connect human capital investments to business outcomes.
12 constructs12 factorsPredictive Analytics in Human Resource Management: A Hands-on Approach
Shivinder Nijjer, Sahil Raj
A hands-on, accessible guide that shows HR professionals how to apply predictive data analytics to human resource problems—especially recruitment, selection, and turnover—using a step-by-step holistic approach and R-based tools.
12 constructs12 factorsPredictive 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
Cedric Ng Mong Shen
A practical, do-it-yourself guide showing HR professionals how to run predictive analytics, text mining, sentiment analysis, and organizational network analysis entirely in Microsoft Excel to drive better business decisions.
Statistics14 constructs14 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 factorsPrimal Branding: Create Zealots for Your Brand, Your Company, and Your Future
Patrick Hanlon
Brands that inspire zealous loyalty share seven definable assets — a 'primal code' that constructs a belief system people want to belong to.
13 constructs13 factorsPrinciples 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 factorsPrinciples of Topological Psychology
0Kurt Lewin argues that psychology must represent behavior as a function of the whole life space—the person and environment together—using the mathematical language of topology to make psychological dynamics rigorous and predictive.
11 constructschaptersProbabilistic 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.
15 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 factorschaptersPsychology of the Unconscious
0Jung reinterprets a young woman's spontaneous phantasies through comparative mythology to argue that the unconscious libido—understood as a broad life-energy, not merely sexuality—drives the universal hero-myth of separation from the mother toward psychological rebirth and moral autonomy.
11 constructschaptersPsychometric Theory Nunnally Bernstein
0A 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 constructsPublishing 101 Friedman
0A comprehensive guide for first-time authors on navigating the business of publishing, from manuscript readiness and finding an agent to self-publishing, marketing, and building a sustainable writing career.
11 constructs11 factorschaptersPunished by Rewards: The Trouble with Gold Stars, Incentive Plans, A's, Praise, and Other Bribes
Alfie Kohn
A sweeping indictment of the carrot-and-stick approach to motivation, arguing that rewards—like punishments—fail to produce lasting change and actively undermine intrinsic motivation, quality, relationships, and the development of good values.
12 constructs12 factorschaptersPurple Cow: Transform Your Business by Being Remarkable
Seth Godin
In a world saturated with advertising and choice, the only way to grow is to build products and services so remarkable that they market themselves.
8 constructs8 factorsPython 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 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 factorsReliability and Validity Assessment
Edward G. Carmines & Richard A. Zeller
A concise, foundational guide to how social scientists can assess whether their measures consistently capture (reliability) and accurately represent (validity) the abstract concepts they intend to measure.
Statistics9 constructs9 factorschaptersRemuneration and Talent Management Bussin
0A practical South African handbook showing HR practitioners and line managers how to manage the tension between attracting, retaining, and engaging talent and rewarding it fairly within organisational and financial constraints.
12 constructs12 factorsResearch 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 constructschaptersRewarding Excellence: Pay Strategies for the New Economy
Edward E. Lawler III
In the new economy where human capital is the chief source of competitive advantage, organizations must abandon traditional job- and seniority-based pay in favor of reward systems that pay the person, reward excellence, and tie compensation to performance.
15 constructs15 factorschaptersRework
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 Compensation Solutions_ Addressing the Toughest Sales Incentive Issues in Today’s Changing World
0A practical guide for sales and compensation leaders on designing and implementing sales incentive plans that motivate, pay for performance, and stay aligned with a rapidly changing selling environment.
16 constructs16 factorsSales Incentive Plans for Special Business Objectives_ The Sales Compensation Series for the Small Business Owner
0A practical guide for small business owners on designing sales incentive plans that drive three special growth objectives: getting off to a fast start, selling new products, and winning new accounts.
10 constructs10 factorsScale
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 constructsScale Development (Applied Social Research Methods)
Robert F. DeVellis & Carolyn T. Thorpe
A practical and theoretically grounded guide to creating, evaluating, and validating multi-item measurement instruments—scales and indices—for assessing unobservable social and psychological constructs.
Statistics13 constructs13 factorschaptersScale Geoffrey West
0Organisms, cities, and companies are governed by universal scaling laws rooted in the physics of network structures, which dictate their growth, metabolism, innovation, and lifespan.
7 constructsScaling Up Compensation
Verne Harnish & Sebastian Ross
A practical guide to designing compensation systems that turn payroll—your largest expense—into a strategic advantage for attracting, retaining, and motivating talent while minimizing drama.
Strategy17 constructs17 factorsScientific Advertising
Claude C. Hopkins
Advertising is salesmanship in print, governed by testable, fixed laws, and every campaign should be measured by traced returns to know its true cost and result.
11 constructs11 factorsSearch Engine Advertising: Buying Your Way to the Top to Increase Sales
Catherine Seda
A practical, end-to-end manual for buying your way to top search engine positions to drive qualified traffic and increase sales at the lowest cost-per-customer.
16 constructs16 factorsSem Paths to Networks Westland
0A critical survey of the history, methods, and practical application of structural equation modeling, guiding researchers from the origins of path analysis to the future of network science.
9 constructs9 factorschaptersSem Principles Practice Kline
0A practical and accessible guide for researchers and students on the principles, assumptions, and application of Structural Equation Modeling (SEM) without requiring an extensive quantitative background.
10 constructs10 factorschaptersSeven 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_ A Statistical Analysis of Commission-Based Compensation Models
0A statistical and qualitative study showing that for commission-based medical sales representatives, years of experience on the job—not income or commission structure—is the strongest predictor of satisfaction and retention.
9 constructs9 factorsShow 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.
16 constructschaptersSocial Cognitive Theory
0Albert Bandura's culminating statement of Social Cognitive Theory, presenting human beings as agents who shape their own lives and societies through forethought, self-regulation, self-reflection, and especially beliefs in their own efficacy.
11 constructschaptersSocial Media for Writers Morris
0A comprehensive, hands-on guide for writers to master various social media platforms, build an engaged audience, and effectively market their books through content marketing and community building.
11 constructs11 factorschaptersSocial Media: Dominating Strategies for Social Media Marketing
Michael Richards
A practical playbook for building a strong, organically grown brand presence across the major social media platforms by matching tailored content and engagement strategies to each platform's audience.
13 constructs13 factorsSocial Psychology_ A Very Short Introduction (Very Short Introductions)
Richard J. Crisp
Social Psychology: A Very Short Introduction explores the intricate ways in which our perceptions, memories, motivations, and social interactions shape our understanding of ourselves and others, challenging the assumptions we hold about human behavior.
Science30 constructschaptersSociology_ A Very Short Introduction (Very Short Introductions)
0A concise argument that sociology is a genuine social science that reveals how reality is socially constructed, how our actions have hidden social causes, and how social life is profoundly ironic.
11 constructschaptersSoftware 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.
15 constructschaptersSpring 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.
17 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.
25 constructsSprint Knapp
0A step-by-step five-day process, pioneered at Google Ventures, for solving big problems and testing new ideas by mapping a challenge, sketching solutions, deciding, building a realistic prototype, and testing it with real customers.
11 constructs11 factorschaptersSprint_ 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.
14 constructschaptersStart 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 factorsStarting an Online Business and Internet Marketing 2021
S. K. Holder
A practical end-to-end guide to building, optimizing, and marketing an e-commerce website so a small business or solo entrepreneur can generate relevant traffic, conversions, and revenue.
13 constructs13 factorsStartup Owners Manual
0A step-by-step manual teaching founders to search for a repeatable, scalable, and profitable business model through Customer Development rather than executing a premature business plan.
13 constructs13 factorschaptersStatistical Rethinking Mcelreath
0A course that re-trains researchers to approach statistics as a principled process of building, comparing, and critiquing generative models within a Bayesian framework to achieve causal understanding and predictive accuracy.
11 constructschaptersStatistics for Compensation
John H. Davis
A practical, applied guide that teaches compensation and HR professionals the descriptive statistics and model-building techniques needed to analyze pay data and make sound, defensible decisions.
Statistics12 constructs12 factorsStatistics_ A Very Short Introduction (Very Short Introductions)
David J. Hand
A concise tour of modern statistics that reframes the discipline as the exciting technology of extracting meaning and understanding from data rather than tedious arithmetic.
Statistics8 constructs8 factorsStaying Power - Why Your Employees Leave and How to Keep Them Longer
Cara Silletto & Leah Brown
A practical guide explaining why today's employees leave faster than ever and how managers can adapt their leadership to retain talent longer in an employee-driven market.
Strategy13 constructs13 factorschaptersStop Random Acts of Marketing
0Mid-market CEOs stuck on a revenue plateau must replace 'random acts of marketing' with a customer-driven strategy that aligns marketing and sales for sustainable growth.
9 constructs9 factorsstrategic compensation
0A comprehensive guide to designing and managing employee compensation systems as a strategic human resource function that supports a company's competitive advantage.
16 constructs16 factorsStrategic Compensation and Talent Management
Jed DeVaro
A practical, manager-focused guide arguing that compensation is fundamentally driven by market competition, and that good managers use pay strategically to attract, motivate, and retain talent.
Strategy12 constructs12 factorsStrategic Pay: Aligning Organizational Strategies and Pay Systems
Edward E. Lawler III
Edward Lawler argues that pay systems, when strategically aligned with a company's business strategy and management style, can be a powerful and lasting source of competitive advantage rather than merely a cost of doing business.
14 constructs14 factorschaptersStrategy 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 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
0Durkheim 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 constructschaptersSURVEY & QUESTIONNAIRE DESIGN_ Collecting Primary Data to Answer Research Questions (55)
Jane Bourke, Ann Kirby & Justin Doran
A practice-oriented guide to designing surveys and questionnaires that collect valid, reliable primary data to answer well-formulated research questions.
Statistics12 constructs12 factorschaptersSurvey 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 factorschaptersThe $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 100 Dollar Startup
0Ordinary people can build profitable, freedom-generating microbusinesses for $100 or less by converging their passions and skills with what other people will pay for.
11 constructs11 factorschaptersThe 22 Immutable Laws of Marketing
Al Ries, Jack Trout
Marketing success is governed by fundamental, immutable laws centered on perception and being first in the prospect's mind, and violating them dooms even well-funded programs.
11 constructs11 factorsThe Adweek Copywriting Handbook
Joseph Sugarman
A master direct-response copywriter reveals the mental process, structural axioms, and psychological triggers that cause readers to exchange their hard-earned money for a product or service.
12 constructs12 factorsThe 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 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 Basic Principles of People Analytics
0A practical primer that demystifies people analytics and shows HR professionals how to use workforce data to make better, evidence-based decisions for the business and its employees.
10 constructs10 factorsThe Book of Why - The New Science of Cause and Effect
Judea Pearl & Dana Mackenzie
A manifesto for the Causal Revolution showing how causal diagrams and the mathematics of counterfactuals let us answer 'why' questions that statistics alone never could.
Statistics9 constructsThe Brand Flip (Voices That Matter)
0In a world where connected customers now hold the power, brands are no longer owned by companies but co-created by the customers who draw meaning from them—and companies must flip their thinking to profit from it.
13 constructs13 factorsThe Brand Gap (AIGA Design Press)
0Branding succeeds only when a company bridges the gap between business strategy (logic) and design (magic) by mastering five disciplines: differentiate, collaborate, innovate, validate, and cultivate.
9 constructs9 factorsThe Coding Manual for Qualitative Researchers
0A 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.
Statistics12 constructschaptersThe Complete Guide to Sales Force Incentive Compensation
0A comprehensive, practical guide to designing, evaluating, and implementing sales force incentive compensation plans that align salespeople, customers, and company objectives within the broader sales management system.
17 constructs17 factorsThe Complete Idiot's Guide to Direct Marketing
Robert W. Bly
A practical, no-theory handbook on how to plan, create, execute, and measure profitable direct marketing campaigns across every medium from direct mail to the internet.
16 constructs16 factorsThe Complete Idiots Guide to Getting Published (2nd Edition)
Sheree Bykofsky, Jennifer Basye Sande
A 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 factorschaptersThe Culture Code
Daniel Coyle
Through a patented 'discovery' method, Clotaire Rapaille reveals the unconscious 'Culture Codes'—the emotional meanings cultures imprint on things like cars, love, food, and money—that secretly drive why people buy and behave as they do.
Science12 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 Dawn of Everything
David Graeber & David Wengrow
A sweeping reinterpretation of human history that argues social inequality, hierarchy, and the state were not inevitable consequences of agriculture or scale, but the result of self-conscious political choices that humans made—and frequently unmade—over tens of thousands of years.
Science10 constructsThe 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.
21 constructschaptersThe 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 Foundations of Social Research
0A 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 Future of Sales Compensation
0A forward-looking guide arguing that sales compensation must evolve from one-size-fits-all cash plans toward holistic, personalized, technology-enabled, and research-driven incentive programs that blend intrinsic and extrinsic motivation.
15 constructs15 factorsThe Information
James Gleick
A sweeping history and theory of information, tracing how the abstract concept of information—measurable in bits, divorced from meaning—became the foundational substrate of communication, computation, biology, physics, and modern life.
Systems10 constructsThe Interpretation Of Dreams_ A Collector_s Edition – Featuring Original Illustrations & a Modernized Translation
0Freud argues that dreams are not meaningless physiological noise but meaningful, interpretable psychic acts that disguise the fulfillment of repressed, often infantile, wishes.
11 constructschaptersThe Knowledge Machine_ How Irrationality Created Modern Science
0Modern science is so powerful and arrived so late because it rests on a strategically irrational rule that forces disputatious humans to settle all arguments exclusively through painstaking empirical testing.
11 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 Lucifer Effect
Philip Zimbardo
Drawing on his Stanford Prison Experiment and the Abu Ghraib abuses, Philip Zimbardo demonstrates how powerful situational and systemic forces can lead ordinary, good people to commit acts of evil—and how understanding these forces enables both resistance and heroism.
Science14 constructschaptersThe Model Thinker
Scott E. Page
A guide to becoming a 'many-model thinker' who confronts the complexity of the modern world by applying ensembles of formal models to reason, explain, design, communicate, act, predict, and explore.
Statistics12 constructs12 factorschaptersThe Mythical Man-Month: Essays on Software Engineering (Anniversary Edition)
Frederick P. Brooks Jr.
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.
13 constructschaptersThe 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 predictive management model (HCM:21) that uses human capital analytics to forecast the economic value of an organization's investments in people and shift HR from a cost center to a strategic, value-generating function.
13 constructs13 factorsThe New Human Capital Strategy
Bradley W. Hall
A systematic framework for measuring and managing human capital with the same discipline as financial capital, so organizations can prove their people in critical roles outperform competitors and improve year-over-year.
14 constructs14 factorsThe 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 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.
18 constructschaptersThe Positioning Manual for Indie Consultants
Philip Morgan
A practical guide showing independent consultants how to earn greater visibility and trust by specializing and choosing a strategic 'beachhead' market position.
13 constructs13 factorsThe Power of Character Strengths_ Appreciate and Ignite Your Positive Personality
0A scientifically grounded, practical guide to identifying, appreciating, and deliberately using your 24 VIA character strengths to thrive in life, relationships, work, and community.
10 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 Social Research
0A 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 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.
26 constructschaptersThe Presentation of Self in Everyday Life
Erving Goffman
Erving Goffman's 'The Presentation of Self in Everyday Life' explores the intricate dynamics of social interaction and the cooperative performance required to manage impressions in various social settings.
Science7 constructschaptersThe Psychology of Survey Response
0A 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 Science of Living
0Alfred Adler argues that every human life is a unified, goal-directed striving to overcome a fundamental feeling of inferiority, and that psychological health depends on directing that striving into socially useful channels.
12 constructschaptersThe Social Construction of Reality_ A Treatise in the Sociology of Knowledge
0A systematic treatise arguing that everyday reality—what people take for granted as objectively real—is in fact produced, sustained, and internalized through ongoing social processes that the sociology of knowledge must analyze.
14 constructschaptersThe Sociological Imagination
0C. Wright Mills argues that the central promise of social science is the 'sociological imagination'—the quality of mind that grasps the interplay of biography, history, and social structure—and indicts the dominant tendencies of mid-century sociology for betraying that promise.
14 constructschaptersThe 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.
15 constructschaptersThe Staff Engineer's Path
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.
15 constructschaptersThe Startup Owner_s Manual_ The Step-by-Step Guide for Building a Great Company
0A step-by-step operating manual that teaches founders to search for a repeatable, scalable, profitable business model using the Customer Development process rather than blindly executing a business plan.
11 constructs11 factorschaptersThe Talent Code: Greatness Isn't Born. It's Grown. Here's How.
Daniel Coyle
Talent is not an innate gift but a biological process of skill-building driven by deep practice, motivational ignition, and master coaching, all mediated by the brain's growth of myelin around neural circuits.
9 constructschaptersThe truth about search engine advertising
Lee, Kevin
A practical, principle-driven guide to pay-per-click search engine marketing that reframes paid search as a profit-maximizing, ROI-driven media channel rather than a narrow sales tactic.
15 constructs15 factorsThe Ultimate Guide to Search Engine Marketing: Pay Per Click Advertising Secrets Revealed
Bruce C. Brown
A practical, step-by-step guide to mastering pay-per-click advertising and search engine optimization so any business can drive targeted traffic and increase revenue at low cost.
12 constructs12 factorsThe WorldatWork Handbook of Compensation, Benefits and Total Rewards
WorldatWork
A comprehensive practitioner's guide to designing, administering, and communicating total rewards programs—compensation, benefits, and work-life—that align employee value with organizational business strategy.
Strategy14 constructs14 factorsthe_talent_code.external
Daniel Coyle
Greatness isn't an innate gift but a process that can be grown through deep practice, ignition, and master coaching, all working through a neural insulator called myelin.
Science9 constructs9 factorschaptersThey Ask, You Answer: A Revolutionary Approach to Inbound Sales, Content Marketing, and Today's Digital Consumer
Marcus Sheridan
By obsessively answering the questions buyers actually ask—about cost, problems, comparisons, reviews, and competitors—a business can become the most trusted teacher in its industry and dramatically grow sales.
14 constructs14 factorsThinking and Reasoning_ A Very Short Introduction (Very Short Introductions)
Jonathan St B. T. Evans
A concise survey of how cognitive psychology explains human thinking, reasoning, and decision making, showing why we are often biased yet broadly intelligent, and proposing a dual-process 'two minds' account.
Science10 constructsThinking Like Your Editor Rabiner
0A veteran editor and agent reveals that the key to getting serious nonfiction published is to stop thinking like a writer and start thinking like an editor, focusing relentlessly on audience, commercial viability, and a strategic submission package.
9 constructschaptersThinking, 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 constructschaptersThis Is Marketing: You Can't Be Seen Until You Learn to See
Seth Godin
Marketing is the generous, empathetic act of making change happen for the smallest viable market by understanding people's dreams, status, and worldviews rather than interrupting the masses with selfish hype.
14 constructs14 factorsTime 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.
22 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 factorschaptersTraction: A Startup Guide to Getting Customers
Gabriel Weinberg, Justin Mares
A practical playbook for startups to systematically find the customer acquisition channel that will unlock rapid growth, using a repeatable testing framework across nineteen distinct traction channels.
10 constructs10 factorsTransformative HR: How Great Companies Use Evidence-Based Change for Sustainable Advantage
John W. Boudreau, Ravin Jesuthasan
Great organizations transform HR from a service-delivery and compliance function into a discipline of evidence-based change that uses logic, analytics, and skillful influence to make smarter human-capital decisions for sustainable competitive advantage.
10 constructs10 factorsTurning the Flywheel Collins
0Great 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 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.
21 constructsUnderstanding Human Nature_ The Psychology of Personality
0Alfred Adler argues that human personality is a unified, goal-directed style of life formed in early childhood by the interplay between feelings of inferiority and a striving for power, and that mental health depends on developing social feeling—cooperation and fellowship with humankind.
10 constructschaptersUnderstanding Michael Porter Magretta
0An 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 Sponsored Search Core Elements of Keyword Advertising
Jim Jansen
A foundational examination of why sponsored search (keyword advertising) works the way it does, integrating theory from information science, consumer behavior, advertising, economics, and game theory into a coherent model of the keyword advertising process.
14 constructs14 factorsUsing Multivariate Statistics Tabachnick Fidell
0A 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 Schumacker
0A 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 constructschaptersUx Strategy Levy
0A practical guide for product makers to devise innovative digital solutions by integrating business strategy with validated user research, competitive analysis, and frictionless UX design.
8 constructsValuation 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 constructsWeb Copy That Sells
Maria Veloso
A practical, psychology-driven guide to writing online sales copy that converts website visitors, email recipients, and social media audiences into paying customers.
17 constructs17 factorsWeb3 Marketing A Handbook for the Next Internet Revolution
Amanda Cassatt
A pioneering Web3 marketer explains what Web3 is and how to bring decentralized blockchain-based products to market by understanding audiences, designing marketing funnels, and building incentive-aligned communities.
12 constructs12 factorsWhat Your CEO Needs to Know About Sales Compensation
0A strategic guide for senior executives showing how sales compensation, when aligned with business strategy through a structured framework, becomes one of the most powerful levers for driving profitable revenue growth.
16 constructs16 factorsWork 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.
13 constructschaptersWriters Artists Guide Getting Published Owen
0A comprehensive guide for aspiring authors on navigating the modern publishing landscape, from manuscript preparation and agent submissions to understanding contracts, marketing, and the pros and cons of traditional versus self-publishing routes.
10 constructs10 factorschaptersWriting a Novel and Getting Published For Dummies
George Green, Lizzy Kremer
A comprehensive guide for aspiring authors on mastering the craft of novel writing and navigating the business of publishing to successfully get a book deal.
8 constructs8 factorschaptersYour 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 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.