Fans pick 100 books like How to Make the World Add Up

By Tim Harford,

Here are 100 books that How to Make the World Add Up fans have personally recommended if you like How to Make the World Add Up. Shepherd is a community of 12,000+ authors and super readers sharing their favorite books with the world.

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Book cover of Factfulness: Ten Reasons We're Wrong about the World—and Why Things Are Better Than You Think

Jono Hey Author Of Big Ideas, Little Pictures: Explaining the world one sketch at a time

From my list on changing how you look at the world and yourself.

Why am I passionate about this?

I draw and write the Sketchplanations newsletter, in which I'm slowly explaining the world, one sketch at a time. In it, I blend my training as a designer and entrepreneur, what I learned in my PhD at UC Berkeley, and my amateur love of sketching, and I try to share my personal lightbulb moments through simple sketches. I'm constantly looking for ideas that change how I look at the world and myself. The books here are some of those that have given me the most valuable ideas I want to share and entertained me along the way.

Jono's book list on changing how you look at the world and yourself

Jono Hey Why did Jono love this book?

In this book, Rosling repeatedly and humbly shows how so many of the facts I thought I knew about the world—such as where energy comes from, how incomes compare across countries, or how many people are being affected by disasters—were just plain wrong.

I first saw Hans Rosling explaining the trajectories and development of countries using animated charts in a hugely popular TED talk. Through persuasive charts and explanations, he showed me how things can be bad and still be getting better and how the world has already improved in so many ways. I read it and was educated.

By Hans Rosling, Anna Rosling Rönnlund, Ola Rosling

Why should I read it?

11 authors picked Factfulness as one of their favorite books, and they share why you should read it.

What is this book about?

'A hopeful book about the potential for human progress when we work off facts rather than our inherent biases.' BARACK OBAMA

'One of the most important books I've ever read - an indispensable guide to thinking clearly about the world.' BILL GATES

*#1 Sunday Times bestseller * New York Times bestseller * Observer 'best brainy book of the decade' * Irish Times bestseller * Guardian bestseller * audiobook bestseller *

Factfulness: The stress-reducing habit of only carrying opinions for which you have strong supporting facts.

When asked simple questions about global trends - why the world's population is increasing; how…


Book cover of Thinking, Fast and Slow

Karl Lillrud Author Of AI Your Second Brain: Evolve or Go Extinct

From my list on teach you to embrace the future.

Why am I passionate about this?

I have for 28 years helped organizations around the world scale their business. I'm a dedicated innovator and thought leader in artificial intelligence and digital commerce. My passion for innovation thrives in exploring how AI can transform businesses and improve lives. I've authored 10 books and shared my insights as a professional speaker to educate, inspire, and motivate others. I love delving into the future of AI and innovation, which drives me to constantly learn and share knowledge. This list reflects the books that have significantly influenced my journey. My life is about pushing forward, always looking for alternatives to understand where those paths might lead us.

Karl's book list on teach you to embrace the future

Karl Lillrud Why did Karl love this book?

This book transformed my understanding of human cognition. I love how Daniel Kahneman delves into the dual systems that drive our thoughts—intuitive and deliberate.

This book helped me recognize cognitive biases and informed how I develop AI technologies that align with human behavior. It reinforced the importance of designing AI that complements our natural thinking patterns.

By Daniel Kahneman,

Why should I read it?

47 authors picked Thinking, Fast and Slow as one of their favorite books, and they share why you should read it.

What is this book about?

The phenomenal international bestseller - 2 million copies sold - that will change the way you make decisions

'A lifetime's worth of wisdom' Steven D. Levitt, co-author of Freakonomics
'There have been many good books on human rationality and irrationality, but only one masterpiece. That masterpiece is Thinking, Fast and Slow' Financial Times

Why is there more chance we'll believe something if it's in a bold type face? Why are judges more likely to deny parole before lunch? Why do we assume a good-looking person will be more competent? The answer lies in the two ways we make choices: fast,…


Book cover of The Worldly Philosophers: The Lives, Times And Ideas Of The Great Economic Thinkers

Panayotis G. Michaelides Author Of History of Economic Ideas: From Adam Smith to Paul Krugman

From my list on the evolution of economics.

Why am I passionate about this?

I am a Full Professor and Lab Director in Economics. My interest in this field began when I traveled abroad and observed the differences in prices, goods, and quality of life. In order to gain a deeper understanding, I decided to switch from my previous academic background in Engineering, Mathematics & Physics to Economics, Finance & Data Science. Today, I am dedicated to expanding my knowledge and sharing my insights through teaching, academic publications, and LinkedIn posts. According to the latest rankings, I am humbled to be among the top 3% most productive economists worldwide (IDEAS-RePec, 2023), as well as being ranked among the top 4% researchers in Financial Economics, and the top 5% in Econometrics (Researchgate, 2023).

Panayotis' book list on the evolution of economics

Panayotis G. Michaelides Why did Panayotis love this book?

Are you looking for a good introduction to Economics?

Then, as I did, start with a brilliant survey of the main thinkers, who have shaped our understanding of the economic system. These economists’ thoughts ranged from addressing how to improve the quality of life for all, to understanding the source of value and the functioning of the economy.

Although they were not always accurate, their influence on contemporary Economics is tremendous, and Heilbroner's writing style will captivate you. I recommend this book to all of my students and colleagues.

In fact, after reading this book during my University studies, I became inspired to study Economics in depth and engage in scholarly research. Even switched from Engineering, Mathematics, and Physics to Economics, Finance, and Data Science.

Book cover of Money: The Unauthorized Biography

Daromir Rudnyckyj Author Of Beyond Debt: Islamic Experiments in Global Finance

From my list on how anthropology helps us understand the economy.

Why am I passionate about this?

I'm an economic anthropologist and teach classes and conduct research in this area. Economic anthropology is different from economics in that it questions many of the things that economics takes for granted. For example, most economists assume that allocating goods through the market by buying and selling is the best way to organize human communities. Economic anthropologists have shown, in contrast, that many societies have been organized according to other exchange principles. In fact, some of the oldest communities in the world, such as Sumer and Babylon, based their economies around elaborate systems of redistribution, in which every citizen was guaranteed food shares.

Daromir's book list on how anthropology helps us understand the economy

Daromir Rudnyckyj Why did Daromir love this book?

Money is often thought of as a valuable thing, like gold or silver. 

This leads us to presume that it must be finite in quality due to its scarcity. Drawing on anthropological studies of objects such as Yap stones, massive stone disks found on a far-flung island in the Pacific Ocean.

Martin shows instead that money is not so much a thing but an abstract system for tracking who has what and who is entitled to what, similar to what the anthropologist Keith Hart has called a “memory bank.” By rethinking money along these lines, we might be able to rethink how we decide who gets what and who doesn’t get what in our communities.

By Felix Martin,

Why should I read it?

2 authors picked Money as one of their favorite books, and they share why you should read it.

What is this book about?

From ancient currency to Adam Smith, from the gold standard to shadow banking and the Great Recession: a sweeping historical epic that traces the development and evolution of one of humankind’s greatest inventions.

What is money, and how does it work? In this tour de force of political, cultural and economic history, Felix Martin challenges nothing less than our conventional understanding of money. He describes how the Western idea of money emerged from interactions between Mesopotamia and ancient Greece and was shaped over the centuries by tensions between sovereigns and the emerging middle classes. He explores the extraordinary diversity of…


Book cover of The Art of Statistics: How to Learn from Data

Valliappa Lakshmanan Author Of Data Science on the Google Cloud Platform: Implementing End-To-End Real-Time Data Pipelines: From Ingest to Machine Learning

From my list on if you want to become a data scientist.

Why am I passionate about this?

I started my career as a research scientist building machine learning algorithms for weather forecasting. Twenty years later, I found myself at a precision agriculture startup creating models that provided guidance to farmers on when to plant, what to plant, etc. So, I am part of the movement from academia to industry. Now, at Google Cloud, my team builds cross-industry solutions and I see firsthand what our customers need in their data science teams. This set of books is what I suggest when a CTO asks how to upskill their workforce, or when a graduate student asks me how to break into the industry.

Valliappa's book list on if you want to become a data scientist

Valliappa Lakshmanan Why did Valliappa love this book?

What if you are faced with a problem for which a standard approach doesn’t yet exist? In such a case, you will need to be able to figure out the approach from the first principles. This book will help you learn how to derive insights starting from raw data.

By David Spiegelhalter,

Why should I read it?

2 authors picked The Art of Statistics as one of their favorite books, and they share why you should read it.

What is this book about?

'A statistical national treasure' Jeremy Vine, BBC Radio 2

'Required reading for all politicians, journalists, medics and anyone who tries to influence people (or is influenced) by statistics. A tour de force' Popular Science

Do busier hospitals have higher survival rates? How many trees are there on the planet? Why do old men have big ears? David Spiegelhalter reveals the answers to these and many other questions - questions that can only be addressed using statistical science.

Statistics has played a leading role in our scientific understanding of the world for centuries, yet we are all familiar with the way…


Book cover of An Economic Analysis of Crime and Justice: Theory, Methods, and Applications

Brian Forst Author Of Errors of Justice: Nature, Sources and Remedies

From my list on the economics of crime and justice.

Why am I passionate about this?

Throughout my academic career, my chief scholarly interest has been to assess public policy using coherent theory and rigorous empirical method. The economics of crime and justice offers a powerful framework for achieving these ends.

Brian's book list on the economics of crime and justice

Brian Forst Why did Brian love this book?

This book applies economic theory and econometric methods to problems in criminology.

It is divided into three parts. Part I discusses models of criminal recidivism. Part II describes the economic model of crime. Part III estimates cost functions for prisons.

Specific chapters cover statistical analysis of qualitative outcomes; analysis of two measures of criminal activity – the arrest rate and the conviction rate; and long-run estimates of cost functions for a group of Federal Correctional Institutions. 

Book cover of Essentials of Statistics for Business & Economics

Chet Richards Author Of Certain to Win

From my list on upsetting your orientation.

Why am I passionate about this?

I never had a real career. Closest I came was the Air Force Reserve for 27 years. Along the way, I built fighter-vs-fighter computer models for the Defense Department, served as an advisor to a Saudi Air Force prince, led a team that designed a replacement for the Air Force’s A-10 tankbuster (which was never built, unfortunately), sold C-130 transport aircraft in Saudi Arabia, taught statistics in business school, became a yoga instructor, and did PR work in Atlanta. Starting in 1975, I collaborated a little with a retired Air Force colonel, John Boyd, creator of the infamous “OODA loop.” I was never a published author in the US, although I am in India, Portugal, and Japan. 

Chet's book list on upsetting your orientation

Chet Richards Why did Chet love this book?

Here’s some bad news for non-STEM people: You’re going to have to learn a little about statistics. Otherwise, at some point, you going to get, as Nassim Nicholas Taleb puts it, “fooled by randomness.” An example: Suppose you’ve been a sales manager for a long time but recently you failed to close a string of prospects. How unusual is this? It could be just a run of bad luck, or is it time to make some significant personnel moves? Basic knowledge of statistics can help. If your math is rusty, you might want to take a stat course for non-math majors. Otherwise, here’s a book that I used with my MBA students that features scenarios from businesses.  

By David R. Anderson, Dennis J. Sweeney, Thomas A. Williams , Jeffrey D. Camm , James J. Cochran

Why should I read it?

1 author picked Essentials of Statistics for Business & Economics as one of their favorite books, and they share why you should read it.

What is this book about?

Discover how statistical information impacts decisions in today's business world as Anderson/Sweeney/Williams/Camm/Cochran/Fry/Ohlmann's leading ESSENTIALS OF STATISTICS FOR BUSINESS AND ECONOMICS, 9E connects concepts in each chapter to real-world practice. This edition delivers sound statistical methodology, a proven problem-scenario approach and meaningful applications that reflect the latest developments in business and statistics today. More than 350 new and proven real business examples, a wealth of practical cases and meaningful hands-on exercises highlight statistics in action. You gain practice using leading professional statistical software with exercises and appendices that walk you through using JMP (R) Student Edition 14 and Excel (R) 2016.…


Book cover of A Primer In Game Theory

Guilherme Carmona Author Of Existence And Stability Of Nash Equilibrium

From my list on game theory.

Why am I passionate about this?

I grew up listening and participating in discussions about politics. These discussions often ended up on Economics – after all, “it’s the economy, stupid!”. Game theory, by being very broad and focused on strategic interactions, served as a very rewarding unifying apparatus for my understanding of Economics. It is also very beautiful and elegant, combining the austere beauty of pure mathematics with insights from elegant literature – I was pleased to cite Graham Green’s Our Man in Havana in a recent paper. It has accompanied me in a 20-year career since my PhD in Economics at the University of Minnesota to my current professorship in Economics at the University of Surrey.

Guilherme's book list on game theory

Guilherme Carmona Why did Guilherme love this book?

When the goal is to have an appealing introduction to game theory, with plenty of economic applications, there can hardly be any book better than this one.

It covers the core elements of game theory in a simple, yet careful, way, always illustrating them with expertly chosen economic problems. A must for anyone wanting to enter the world of game theory.

By Robert Gibbons,

Why should I read it?

1 author picked A Primer In Game Theory as one of their favorite books, and they share why you should read it.

What is this book about?

This book's introduces one of the most powerful tools of modern economics to a wide audience - not only those who will specialize as pure game theorists but also those who will construct (or even just consume) game-theoretic models in applied fields of economics.


Book cover of Prediction Machines: The Simple Economics of Artificial Intelligence

Richard Holden Author Of Money in the Twenty-First Century: Cheap, Mobile, and Digital

From my list on books about the digital economy.

Why am I passionate about this?

I’m an economics professor, but I also have a column in Australia’s leading financial newspaper so I really appreciate authors who can tackle complex topics in an accessible manner. I’m also both extremely interested in and do academic research on topics to do with technologies like two-sided platforms, cryptocurrencies, blockchain, and artificial intelligence. All these books made me think harder about the big issues in these areas, and how to combine rigorous research with what is actually happening—often at breakneck speed—in the real-world digital economy.

Richard's book list on books about the digital economy

Richard Holden Why did Richard love this book?

This book helped me understand why advances in artificial intelligence are going to have a big impact on productivity and economic growth. I loved the analogies to old technologies like electrification of factories, and newer examples like how Team New Zealand used simulations to change racing tactics and boat design.

The book has an important, big idea at its heart. That idea is that AI helps organizations make better predications, and those better predictions allow organizations to be fundamentally redesigned to take advantage of this. This is where the AI productivity revolution comes from.

By Ajay Agrawal, Joshua Gans, Avi Goldfarb

Why should I read it?

3 authors picked Prediction Machines as one of their favorite books, and they share why you should read it.

What is this book about?

"What does AI mean for your business? Read this book to find out." -- Hal Varian, Chief Economist, Google Artificial intelligence does the seemingly impossible, magically bringing machines to life--driving cars, trading stocks, and teaching children. But facing the sea change that AI will bring can be paralyzing. How should companies set strategies, governments design policies, and people plan their lives for a world so different from what we know? In the face of such uncertainty, many analysts either cower in fear or predict an impossibly sunny future.

But in Prediction Machines, three eminent economists recast the rise of AI…


Book cover of The Data Detective: Ten Easy Rules to Make Sense of Statistics

Donald Barclay Author Of Disinformation: The Nature of Facts and Lies in the Post-Truth Era

From my list on understanding, untangling, and coping with problematic information.

Why am I passionate about this?

In my career as an academic librarian, I was often asked to teach students to think about the credibility of the information they incorporate into their academic, professional, personal, and civic lives. In my teaching and writing, I have struggled to make sense of the complex and nuanced factors that make some information more credible and other information less so. I don’t have all the answers for dealing with problematic information, but I try hard to convince people to think carefully about the information they encounter before accepting any of it as credible or dismissing any of it as non-credible.

Donald's book list on understanding, untangling, and coping with problematic information

Donald Barclay Why did Donald love this book?

I constantly recommend The Data Detective because it serves as an unmatched handbook for making sense of the statistical data to which we are constantly exposed.

What I like about it, besides its lively, readable style, is that the book convincingly and clearly explains 1) why we need statistical data to make informed decisions, 2) the factors that go into producing reliable statistics, 3) the factors that can produce unreliable statistics, and 4) how any statistics, reliable or not, can be misused to deceive us.

The author, Tim Harford, is an economist who writes for the Financial Times and hosts the brilliant podcast Cautionary Tales.

By Tim Harford,

Why should I read it?

1 author picked The Data Detective as one of their favorite books, and they share why you should read it.

What is this book about?

From “one of the great (greatest?) contemporary popular writers on economics” (Tyler Cowen) comes a smart, lively, and encouraging rethinking of how to use statistics.

Today we think statistics are the enemy, numbers used to mislead and confuse us. That’s a mistake, Tim Harford says in The Data Detective. We shouldn’t be suspicious of statistics—we need to understand what they mean and how they can improve our lives: they are, at heart, human behavior seen through the prism of numbers and are often “the only way of grasping much of what is going on around us.” If we can toss…


Book cover of Factfulness: Ten Reasons We're Wrong about the World—and Why Things Are Better Than You Think
Book cover of Thinking, Fast and Slow
Book cover of The Worldly Philosophers: The Lives, Times And Ideas Of The Great Economic Thinkers

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