What is Discrimination and Disparities by Thomas Sowell about?

Discrimination and Disparities by Thomas Sowell examines the complex causes behind economic and social disparities between groups. Sowell argues that not all disparities result from discrimination, challenging single-factor explanations. The book presents evidence that success requires multiple prerequisites, and missing even one can lead to vastly different outcomes, making disparities normal rather than evidence of bias.

Who should read Discrimination and Disparities?

Discrimination and Disparities is ideal for policymakers, economists, social scientists, and anyone interested in understanding inequality. The book appeals to readers seeking evidence-based analysis of social disparities rather than ideological explanations. It's particularly valuable for those working in education, law, public policy, or anyone questioning conventional wisdom about the causes of group differences in outcomes.

Is Discrimination and Disparities by Thomas Sowell worth reading?

Discrimination and Disparities is worth reading for its rigorous, data-driven approach to a contentious topic. Sowell's international and historical perspective provides unique insights often missing from contemporary discussions. While some economists disagree with his policy conclusions, most agree with his careful definitions and analysis of discrimination, making it essential reading for understanding this complex issue.

What are the main ideas in Discrimination and Disparities?

The main ideas in Discrimination and Disparities include that disparities are normal due to multiple prerequisites for success, discrimination must be carefully defined into three distinct types, and single-factor explanations fail to capture life's complexity. Sowell emphasizes that background, culture, and geography significantly impact outcomes, arguing that misattributing disparities to discrimination leads to harmful policies.

What are the three types of discrimination Thomas Sowell defines?

Thomas Sowell defines three types of discrimination in Discrimination and Disparities: * Discrimination IA involves judging individuals based on relevant qualifications regardless of group membership. * Discrimination IB considers group statistics when individual information is unavailable. * Discrimination II represents traditional bias - treating people negatively based on arbitrary aversions or animosities rather than merit.

What does Thomas Sowell mean by "prerequisites for success"?

In Discrimination and Disparities, Sowell argues that success requires multiple prerequisites, and missing even one can cause failure despite having others. He uses literacy as an example - someone might have experience, good reputation, and no criminal record, but will fail in most modern careers without reading ability. This concept explains why equal outcomes shouldn't be expected even under fair conditions.

What role does birth order play in Discrimination and Disparities?

Discrimination and Disparities reveals surprising birth order effects on achievement. Sowell notes that among National Merit Scholarship finalists from five-child families, the first-born was a finalist more often than the other four siblings combined. This demonstrates how disparities exist even within the same household, challenging assumptions that equal treatment automatically produces equal outcomes.

How does Thomas Sowell address family environment in his book?

Sowell emphasizes dramatic differences in family environments in Discrimination and Disparities. He notes that children of professional parents hear 2,100 words per hour compared to 1,200 for working-class families and 600 for welfare families. Additionally, professional households use more encouraging language while welfare households use more discouraging words, significantly impacting children's future prospects.

Discrimination and Disparities

Thomas Sowell

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Overview of Discrimination and Disparities

Thomas Sowell's masterwork dismantles conventional wisdom about inequality, revealing shocking data: firstborn children become Merit Scholars more often than all siblings combined. Challenging the discrimination-explains-everything narrative, this thought-provoking analysis offers policymakers evidence-based alternatives that sparked Presidential Medal of Freedom discussions.

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Chapter 1

The Fallacies Behind Our Social Divides

In a world obsessed with equality, Thomas Sowell's "Discrimination and Disparities" stands as a sobering counterpoint to prevailing narratives about social justice. A perennial bestseller since its 2018 publication, the book has been praised by intellectuals across the political spectrum for its empirical rigor and challenging perspectives. Jordan Peterson called it "essential reading for anyone interested in the real factors driving inequality," while even critics acknowledge Sowell's masterful command of economic data. Now in his 90s, Sowell has spent decades challenging conventional wisdom about discrimination, poverty, and racial disparities-making this book the culmination of a lifetime's intellectual journey. What makes this work particularly significant is how it systematically dismantles assumptions that underpin much of today's social policy, offering an evidence-based framework that explains why disparities persist even in the absence of discrimination.

Chapter 2

When Prerequisites Create Natural Inequalities

Why do some people, groups, and nations achieve remarkable success while others struggle? The conventional answer typically involves either discrimination or genetic differences. Sowell rejects both explanations, offering a more nuanced alternative: disparities often emerge naturally when success requires multiple prerequisites. Consider a simple mathematical reality: when success demands five separate prerequisites, each with a two-thirds probability of being present, the chance of having all five simultaneously drops to just one in eight. This mathematical certainty creates naturally skewed distributions in outcomes-even when everyone starts with equal abilities and faces no discrimination. This explains why failure is the most common outcome in many endeavors, with success being relatively rare. Missing even one prerequisite-whether complex or simple, within one's control or not-can negate all others present. Take literacy, which remained absent for 40% of adults globally as recently as 1950. Or consider having someone recognize and nurture potential talent. Even among those with extraordinary abilities, like the men in Terman's famous study of individuals with IQs above 140, success varied dramatically based on family background and education. Professional sports demonstrate this principle clearly. While individual skills might follow bell curves, ultimate success is extremely skewed. The same pattern explains why leaders and laggards can exchange places over time as prerequisites change. Scotland and Japan transformed from backward nations to intellectual powerhouses after acquiring their final missing prerequisites, while Jewish achievements exploded after gaining access to universities in the 19th century. Conversely, China's 1433 decision to forbid exploratory voyages reversed its technological leadership just as Europe began its Renaissance. This prerequisite principle extends beyond human society. Over 90% of the world's tornadoes occur in the United States, despite nothing uniquely distinctive about its climate or terrain individually. Lightning strikes Africa more frequently than Europe and Asia combined. A single Peruvian tree can host more ant species than exist in all of Britain. These natural disparities emerge from specific combinations of factors, not from discrimination or genetic differences. The assumption that the world would naturally produce equal outcomes without discrimination defies both logic and evidence. As economic historian David S. Landes noted, "The world has never been a level playing field." While human sins certainly exist, automatically making them the primary cause of different outcomes ignores numerous other factors that make equal outcomes highly unlikely.

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Chapter 3

Geography: The Great Unequalizer

Geography alone creates profound disparities through transportation costs, shaping human civilization in ways that persist to the modern day. In Roman times, shipping cargo across the entire Mediterranean Sea (over 2,000 miles) cost less than carting it just 75 miles inland - a disparity that fundamentally shaped trade patterns and cultural exchange. By the mid-19th century, San Francisco could be reached faster and cheaper from China by sea than from central United States by land, illustrating how geographic barriers created economic islands within continents. Even today, landlocked countries face transportation costs 50% higher than coastal nations. These disparities meant coastal peoples had vastly larger economic and cultural universes available to them than inland populations. Coastal communities historically developed sophisticated trading networks, diverse cultural influences, and complex financial systems while inland regions remained relatively isolated. Modern transportation technologies - from railways to aircraft - have reduced but not eliminated these differences. The economic advantages accumulated over centuries of different development paths continue to influence prosperity patterns today, with coastal regions consistently showing higher rates of innovation, urbanization, and economic diversity. Climate and soil create further disparities through their impact on agricultural productivity and human settlement patterns. Most fertile land exists in temperate zones rather than tropics, where soil quality is often poor and diseases more prevalent. Areas both coastal and temperate contain just 8% of inhabited land but produce 53% of global GDP - a concentration that reflects the compounding advantages of favorable geography. Geographic factors like fertile land, navigable waterways, and available draft animals created vastly different development trajectories that amplified over centuries. For instance, the absence of suitable draft animals in pre-colonial Americas significantly impacted agricultural development compared to Eurasia. Mountain peoples, comprising 10-12% of world population, provide a striking demonstration of geography's impact on opportunity and development. Despite having a population twice that of the United States, mountain communities worldwide have produced no landmark figures comparable to Italy's Galileo, da Vinci, or Michelangelo. Even mountain villages within Italy remained desperately poor and isolated until the mid-twentieth century - a pattern repeated across the Alps, Andes, and Himalayas. The challenging terrain not only limited economic opportunities but also restricted access to education, healthcare, and cultural exchange. These geographic advantages and disadvantages transfer through cultural transmission in multi-ethnic societies, creating lasting patterns of inequality. Historians like Fernand Braudel and researchers like Donald Horowitz have consistently found that no society has ever achieved equal development across all regions and populations. Their research shows how initial geographic advantages become institutionalized through economic structures, educational systems, and social networks - creating persistent disparities that survive long after the original geographic constraints have diminished in importance. Modern examples include the continued prosperity of coastal China compared to interior regions, and the enduring economic differences between Brazil's coastal cities and interior communities.

Chapter 4

Demography: The Hidden Factor Behind Disparities

Age differences between groups create inevitable outcome disparities that are frequently overlooked in discussions of inequality. In the United States, income differences between middle-aged people and young adults exceed those between blacks and whites by a significant margin. These age-based disparities have grown more pronounced in modern economies as physical strength has become less economically valuable than accumulated knowledge, skills, and experience - a shift that naturally favors older workers who have had more time to develop expertise and professional networks. Ethnic groups often differ dramatically in median age, creating natural disparities that can persist for generations. Japanese Americans (median age 51) versus Mexican Americans (median age 27) represents a striking 24-year gap that profoundly affects group outcomes. Such demographic differences make equal representation in professions requiring extensive education or experience mathematically impossible. For instance, positions like senior management roles, tenured professorships, or specialized medical practices typically require 20-30 years of experience - making it statistically impossible for younger populations to achieve parity in these fields regardless of individual capability. The impact of age demographics extends beyond professional achievement. Consumer behavior, housing patterns, healthcare needs, and educational priorities all vary significantly with age. A population with a median age of 51 will naturally spend more on healthcare and retirement planning, while one with a median age of 27 will focus more on education and starter homes. These spending patterns then influence economic outcomes and wealth accumulation across groups. A person isn't even equal to himself at different life stages, much less to others at varying points in their lives. A 25-year-old doctor fresh out of medical school cannot reasonably be expected to match the expertise or earning power of their 50-year-old counterpart with decades of practice experience. Equal rights and treatment therefore virtually guarantees unequal performances and outcomes - not due to discrimination or inherent differences in ability, but simply because of where different individuals and groups sit on the demographic timeline. Understanding these demographic realities is crucial for developing realistic expectations about group outcomes and avoiding misattribution of disparities to other factors. Policy discussions that ignore these fundamental demographic differences risk creating unrealistic expectations and misguided solutions to perceived inequalities.

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Chapter 5

The Meanings and Costs of Discrimination

Discrimination carries two contradictory meanings: one refers to discernment of quality differences (Discrimination I), while the other describes arbitrary treatment based on group identity regardless of individual qualities (Discrimination II). Both types can produce large outcome disparities, whether in wine preferences or employment patterns. Discrimination I has two variations: the ideal but costly Discrimination IA involves judging each person as an individual regardless of group membership, while the more practical Discrimination IB uses empirical evidence about groups when individual assessment is prohibitively expensive. Perfect individual assessment rarely occurs in real life. Context matters-a professor might treat each student as an individual in a classroom but avoid strangers on dark streets. Even employers without personal biases may use group-based hiring decisions when they know certain group combinations affect workplace efficiency. Misdiagnosing discrimination types leads to ineffective policies. For instance, banning criminal background checks can harm young Black males without records. Similarly, "redlining" neighborhoods may reflect statistical risk assessment rather than antipathy, though this means law-abiding residents pay the price for others' actions through reduced services, higher prices, and fewer businesses. The costs of discrimination affect both victims and discriminators. Societies that arbitrarily exclude groups from certain work forfeit enormous productive potential. However, in competitive markets, discriminatory businesses face economic consequences that can determine whether they survive. South Africa under apartheid provides a clear test case. Despite legal restrictions, white South African employers in competitive industries frequently hired more blacks than permitted and placed them in higher positions than allowed under apartheid laws. During the 1970s, hundreds of construction firms were fined for these violations. In some industries, blacks even outnumbered whites in job categories where hiring blacks was illegal. This wasn't because employers had different racial views than legislators-rather, employers paid economic costs for discrimination while legislators paid political costs for not discriminating. White employers who refused to hire profitable black workers risked losing business to competitors with lower costs.

Chapter 6

When Good Intentions Create Bad Outcomes

Laws and policies not directly concerned with discrimination can nevertheless affect the amount and impact of adverse consequences on different groups. While these policies often emerge from seemingly neutral or even well-intentioned motivations, their real-world effects can significantly exacerbate racial and economic disparities. Minimum wage laws, building restrictions, and zoning regulations are prime examples of policies whose unintended consequences have had profound effects on racial inequalities. Minimum wage legislation, though race-neutral in its language, demonstrates how economic policies can inadvertently enable discrimination. When wages are set above market rates, two significant effects occur: the number of job seekers increases while the number of available positions decreases. This creates a surplus of qualified applicants, effectively providing employers with a cost-free opportunity to discriminate by simply choosing from an abundance of candidates from preferred groups. The economics of this situation means employers face no financial penalty for discriminatory hiring practices. Historical data provides compelling evidence of this effect. In 1948, when inflation had effectively nullified the minimum wage law, black and white teenage unemployment rates were virtually identical, hovering between 9-10%. However, after subsequent minimum wage increases restored the law's effectiveness, the impact became stark. From 1967 onward, black teenage unemployment consistently remained at least double the rate of white teenage unemployment. This disparity persisted even during periods of economic growth, suggesting a structural rather than cyclical problem. Building restrictions and zoning laws represent another category of seemingly neutral policies with significant racial implications. These regulations, which proliferated across the United States in the 1970s under various environmental protection and historical preservation initiatives, had particularly dramatic effects in urban areas. By severely limiting housing construction while populations continued to grow, these restrictions created artificial scarcity in housing markets, leading to dramatic price increases - especially in regions like coastal California where housing costs soared to several times the national average. The racial impact of these housing policies was profound and measurable. San Francisco serves as a stark example: its black population declined to less than half its 1970 level by 2005, even as the city's overall population grew. The pattern repeated across California, with three major counties each losing more than ten thousand black residents between 1990-2000 while their general populations increased significantly. Unlike earlier explicit racial restrictions in housing, these politically-enacted building restrictions actually provided financial benefits to existing homeowners through property value appreciation, while effectively pricing out minority populations who couldn't afford the inflated costs. These examples illustrate how policies can create discriminatory outcomes without explicitly discriminatory language. The effects often compound over time, as initial economic disparities lead to reduced opportunities for wealth accumulation and social mobility across generations. Understanding these mechanisms is crucial for developing more equitable policy solutions that consider both intended and unintended consequences.

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Chapter 7

The Myth of Random Distribution

People naturally sort themselves rather than interacting randomly or evenly with all other human beings. This self-sorting produces results that are seldom even or random, and often quite skewed in their distribution - a pattern that appears consistently across cultures, time periods, and social contexts. Immigration patterns provide striking examples of this natural clustering. Immigrants have rarely distributed themselves evenly across their new countries, instead forming distinct ethnic enclaves based on specific origins. German immigrants in nineteenth-century Manhattan not only settled in Kleindeutschland (Little Germany) but further subdivided with remarkable precision - Hessians concentrated around Tompkins Square, while Prussians gathered near Avenue B. Similar patterns emerged in other cities: Italians in Boston's North End, Chinese in San Francisco's Chinatown, and Polish communities in Chicago's West Town. Japanese Okinawans in Brazil demonstrated particularly strong sorting tendencies, with over 80% marrying other Okinawans rather than Japanese from other regions or native Brazilians. Within Black communities, sorting was equally prevalent and multifaceted. E. Franklin Frazier's groundbreaking 1930s research revealed distinct patterns in Chicago's Black neighborhoods, identifying seven distinct zones with remarkable variations. These areas showed dramatic differences not just in income levels but in educational attainment, family structure, and social behavior. Delinquency rates illustrated these stark contrasts - ranging from over 40% in some areas to under 2% in others. This pattern of internal stratification has persisted and even intensified over time. By 2016, income inequality was actually greater among Blacks than whites, with the top 10% of Black earners making nearly ten times what the bottom 10% earned - a disparity that challenges simplistic narratives about uniform community experiences. Sorting extends deeply into personal choices and relationships. Marriage patterns reveal particularly fascinating trends: the correlation between IQs of husbands and wives equals or exceeds that between siblings, despite no biological reason for this similarity. This demonstrates how people unconsciously sort themselves even in intimate relationships. Educational sorting in marriage has increased dramatically since 1960, with college graduates increasingly likely to marry other college graduates. Consumer behavior provides additional evidence of natural sorting. Whole Foods shoppers are twice as likely to have college degrees as Family Dollar shoppers. Similar patterns emerge across numerous retail chains - Target versus Walmart shoppers show distinct demographic profiles, as do Starbucks versus Dunkin' Donuts customers. Even within similar price points, consumers sort themselves based on subtle cultural and social signals. What's notably difficult to find anywhere is the even or random distribution of different people that is often treated as a norm. When deviations from this theoretical random distribution are observed, they're frequently labeled as discrimination - yet the evidence suggests that perfect randomness in human social patterns is actually the least natural outcome. This understanding challenges many common assumptions about what constitutes "normal" social distribution patterns and what requires explanation.

Chapter 8

When Statistics Mislead: The Numbers Game

Statistics often illuminate economic and social disparities, but can mislead even when numerically accurate. Numbers may be compromised by incorrect descriptions, misleading terminology, or flawed assumptions about expected norms. During early 21st century campaigns alleging discrimination against black mortgage applicants, statistics showing blacks were rejected at twice the rate of whites (44.6% vs 22.3%) fueled widespread condemnation of lenders. However, the same U.S. Commission on Civil Rights report contained crucial omitted data: whites were rejected at nearly twice the rate of Asian Americans and Native Hawaiians (22.3% vs 12.4%). This omission allowed the racial bias narrative to dominate despite contradicting the complete dataset. Further undermining the discrimination narrative, black-owned banks rejected black applicants at higher rates than white-owned banks did. Income statistics frequently omit crucial contextual information that exaggerates disparities between actual people. The top quintile contains significantly more people than the bottom quintile-29 million more in 2002, growing to over 36 million by 2015. Moreover, the top quintile had four times as many income earners as the bottom quintile, where most households had no one working. Income statistics also omit the critical dimension of time, creating a false impression of permanent economic classes. People in the bottom quintile are often labeled "the poor" as though they remain there indefinitely. In reality, a University of Michigan study tracking Americans from 1975-1991 found 95% of those initially in the bottom quintile had moved up, with 29% reaching the top quintile. Only 1% of the total population remained in the bottom quintile throughout the study period. Over a lifetime, 11% of Americans will spend time in the top 1% income bracket, and three-quarters will experience at least one year in the top 20%. Claims of racial bias in policing often rely on comparing arrest rates of blacks to their 13% share of the general population while omitting the crucial factor of actual crime commission rates. This logical fallacy would be immediately apparent if applied elsewhere-like claiming NBA referees are biased because black players receive more than 13% of fouls called. What's relevant isn't population percentages but the proportion of specific violations committed by each group.

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Chapter 9

When Words Become Weapons

Words can deceive more comprehensively than numbers because of their emotional appeals. While numbers mislead through apparent objectivity, emotionally-charged words can override or substitute for thought entirely, obscuring realities and cause-effect relationships. Common words have been given new, often misleading meanings in social policy discussions. "Diversity"-once called "Balkanization"-exemplifies this shift. While "diversity" implies positive interactions benefiting society, the actual track record of promoting separate group identities has been appalling worldwide. A dangerous verbal sleight-of-hand occurs when words referring to initial conditions are used to describe outcomes, making it appear that underperforming groups faced barriers others didn't. Words like "opportunity" and "access" are misused to explain disparate results, while achievement is relabeled as "privilege"-regardless of actual starting conditions. In Malaysia, Chinese minorities with higher average incomes are called "privileged" despite facing legal discrimination, while the legally-favored Malay majority is called "deprived." Similarly, "white privilege" campaigns in American education ignore the achievement histories of once-destitute immigrant groups who rose through hard work. The redefinition of "violence" represents another troubling verbal manipulation. After actual riots shocked the public in the 1960s, intellectuals like Professor Kenneth Clark redefined violence, claiming that "the frightening horror of Harlem is the chronic day-to-day quiet violence to the human spirit." Campus speech codes and riots against "micro-aggression" extend this concept further, suggesting that merely speaking ideas contrary to prevailing social visions constitutes violence. Words can bypass empirical testing through insinuation rather than direct declaration. The innocent-sounding phrase "income distribution" suggests income exists independently and is then handed out, like food at dinner, rather than being directly earned through market transactions. Yet economists like Joseph Stiglitz speak of income "grabbed" by the top 1 percent, the New York Times describes wealth being "cornered," and President Obama claimed the top 10 percent "takes" half of "our income."

Chapter 10

A Vision with Toxic Consequences

At the heart of today's prevailing social vision lies the seemingly invincible fallacy that group outcomes would naturally be equal or random without biased interventions or genetic deficiencies. This view ignores how geography, culture, demography, and parenting create natural inequalities. Geographic isolation alone doomed entire peoples to lag centuries behind others. The Canary Islands' Caucasian inhabitants and Australia's aboriginal population both lived at Stone Age levels when Europeans arrived, despite racial differences but similar extreme isolation. Promising to end group disparities through policy interventions may be impossible to deliver. The clash between numerical goals and frustrated attempts to reach them creates social consequences: resentment, bitterness, and violence from those repeatedly told they're entitled to a "fair share" being denied by malicious others. The consequences of this toxic vision are especially dire for the less fortunate, who suffer most when social order breaks down amid idealistic crusades. Despite greater poverty in the first half of the twentieth century, it was the second half-dominated by the new social vision-that saw a "decivilizing" of substantial segments of society on both sides of the Atlantic. Two electrical blackouts in New York dramatically illustrated America's social degeneration. During the November 1965 blackout, crime rates actually decreased as strangers helped each other navigate darkened buildings, direct traffic, and cope with the emergency. By contrast, when another blackout struck in July 1977, widespread looting and arson erupted immediately. The mayor called it a "night of terror," with hundreds of police injured and jails so overwhelmed that unused facilities had to be reopened. The welfare state vision of the 1960s brought non-judgmentalism, multiculturalism, de-emphasis of rules and standards, reduced policing, and demographic-based "fair shares." Yet various social pathologies that had been declining for decades suddenly reversed course. American homicide rates, which had fallen to half their 1930s level by the early 1960s, doubled between 1960-1980. A vision's true test lies not in its intentions but in its actual consequences when applied.

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Key Themes in Discrimination and Disparities

statistical disparities
geographic determinism
prerequisite principle
empirical social analysis
outcome inequality

Quotes from Discrimination and Disparities

The world has never been a level playing field.
Failure is the most common outcome in many endeavors.
The world would naturally produce equal outcomes without discrimination defies both logic and evidence.

Characters in Discrimination and Disparities

Thomas SowellAuthor and economist who analyzes social divides
David S. LandesEconomic historian who studied global inequality

About the Author

Thomas Sowell is the bestselling author of Discrimination and Disparities and a leading economist and social commentator specializing in race relations, economics, and public policy. Born in 1930, this American scholar brings decades of academic expertise to complex discussions about inequality and social outcomes, drawing from his extensive research in economic history and social theory.

Currently the Rose and Milton Friedman Senior Fellow at Stanford University's Hoover Institution, Sowell earned degrees from Harvard, Columbia, and the University of Chicago. His perspective on discrimination and economic disparities is informed by his transition from Marxist ideology to classical economics, shaped by real-world policy research. Among his other influential works are Basic Economics, Black Rednecks and White Liberals, and A Conflict of Visions.

Sowell has authored more than 45 books and was awarded the National Humanities Medal in 2002, cementing his status as one of America's most respected conservative intellectuals.

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Chapter 3

Discrimination and Disparities

OverviewOverview of Discrimination and Disparities

One book. Many ways to hear it.

The Fallacies Behind Our Social Divides

When Prerequisites Create Natural Inequalities

See every word as you hear it

Geography: The Great Unequalizer

Demography: The Hidden Factor Behind Disparities

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The Meanings and Costs of Discrimination

When Good Intentions Create Bad Outcomes

See every word as you hear it

The Myth of Random Distribution

When Statistics Mislead: The Numbers Game

Get more out of Discrimination and Disparities

When Words Become Weapons

A Vision with Toxic Consequences

You made it to the end of Discrimination and Disparities

Key Themes in Discrimination and Disparities

Quotes from Discrimination and Disparities

Characters in Discrimination and Disparities

About the Author

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1,000,000+ curious minds.

1,000,000+ curious minds.

One book. Many ways to hear it.

The Fallacies Behind Our Social Divides

When Prerequisites Create Natural Inequalities

See every word as you hear it

Geography: The Great Unequalizer

Demography: The Hidden Factor Behind Disparities

Get more out of Discrimination and Disparities

The Meanings and Costs of Discrimination

When Good Intentions Create Bad Outcomes

See every word as you hear it

The Myth of Random Distribution

When Statistics Mislead: The Numbers Game

Get more out of Discrimination and Disparities

When Words Become Weapons

A Vision with Toxic Consequences

You made it to the end of Discrimination and Disparities

Users also liked

Discover more

Overview of Discrimination and Disparities