Did Reconstruction-Era Efforts to Reduce Racial Inequality Provoke White Backlash?

Chyn, Haggag, and Stuart (2026) examine the Reconstruction era, the decades after the Civil War when the federal government sought to expand the rights of formerly enslaved Black Americans. They ask whether the Freedmen’s Bureau increased Black political progress and whether that progress triggered racial backlash. Using county-level data on Bureau offices, elections, voter registration, Black officeholders, lynchings, attacks on Black schools, executions, and later Ku Klux Klan activity, they find substantial effects. Bureau offices increased Black voter registration by 13 percentage points, added about 1.25 Black officeholders per county, and raised Republican presidential vote share by 3.4 percentage points. But backlash was also substantial: newspaper reports of lynchings increased 44%, reported violence against Black residents increased 80%, and attacks on Black schools nearly doubled. The effects persisted: Bureau counties later experienced 132% more racially motivated Black killings, 62% more Black executions, 92% more second-wave Klan chapters, and 77% more third-wave Klan chapters.

Why This Article Was Selected for The Policy Scientist

This article addresses a broad and enduring public-policy question: whether government efforts to reduce entrenched group inequalities can generate political and social responses that weaken or reverse initial gains. That question remains timely as governments continue to use education, voting protections, economic programs, and other institutional reforms to address persistent disparities. The authors have developed a substantial body of research on racial inequality, segregation, mobility, and political behavior, strengthening the article’s connection to a larger research agenda. The paper is forthcoming in the American Economic Review, one of economics’ leading general-interest journals. Its unusually rich historical data combine political, demographic, and multiple measures of racial violence over long periods. The matching strategy, event-study design, county fixed effects, and pre-trend tests provide a credible causal framework, although nonrandom placement of Freedmen’s Bureau offices prevents the certainty of an experiment. Generalization beyond the Reconstruction-era South should therefore focus on the broader mechanism—backlash following institutional reform—rather than expecting identical effects in other periods or jurisdictions.

Full Citation and Link to Article

Chyn, E., Haggag, K., & Stuart, B. A. (2026). Inequality and racial backlash: Evidence from the Reconstruction era and the Freedmen’s Bureau. American Economic Review, forthcoming. https://www.aeaweb.org/articles?from=f&id=10.1257%2Faer.20241561

Central Research Question

The study examines how a majority population responds when government policy substantially reduces long-standing racial inequality. The specific setting is the Reconstruction era following the Civil War, when nearly four million formerly enslaved Black Americans entered freedom in a Southern political and economic system that had been organized around slavery. In 1865, the federal government created the Freedmen’s Bureau to provide food and medical assistance, support education, regulate labor arrangements, protect civil rights, and facilitate Black political participation.

The central question is whether exposure to the Freedmen’s Bureau produced measurable Black political and social progress and, if so, whether those gains generated racial backlash. The authors therefore examine two potentially competing consequences of institutional reform. The first is whether federal intervention increased Black voter participation, political representation, education, and Republican electoral support. The second is whether communities exposed to the Bureau subsequently experienced greater anti-Black violence, political resistance, and organized racial hostility. A further question is whether any backlash disappeared after Reconstruction or persisted for decades after the Bureau ceased operations in 1872.

Previous Literature

The study connects several bodies of research that previously developed largely independently. One begins with historical scholarship on Reconstruction and the Freedmen’s Bureau. Du Bois (1903, 1935) emphasized the Bureau’s role in supporting Black education, political participation, and economic independence. Peirce (1904), Taylor (1926), Bentley (1955), Litwack (1980), and Foner (2014) also examined the Bureau and Reconstruction, although historians have disagreed considerably about the Bureau’s effectiveness. Much of this literature relies primarily on historical documents and qualitative evidence rather than systematic quantitative comparisons.

A second literature examines why political and economic institutions can persist even after formal political rules change. Acemoglu and Robinson (2006, 2008) argue that groups benefiting from existing institutions can use economic and political power to undermine reforms that threaten their position. Martinez-Bravo, Mukherjee, and Stegmann (2017) and Dell, Lane, and Querubin (2018) similarly analyze institutional persistence. Darity (2022) provides a related framework emphasizing how members of advantaged groups may resist reductions in inequalities between groups.

The article also builds on research examining the historical consequences of racial inequality and racial violence in the United States. Relevant studies include Sacerdote (2005), Naidu (2010), Cook (2014), Logan (2020, 2023), Aneja and Xu (2022), Ang (2023), and Hornbeck and Logan (2023). Testa and Williams (2023) are particularly important because they find that Black lynchings increased when Democrats narrowly lost Reconstruction-era elections, suggesting that political gains by Black citizens and Republicans could produce violent responses. The study also connects to work showing that historical institutions can generate persistent effects, including Nunn (2009) and Acharya, Blackwell, and Sen (2016).

Data

The analysis combines unusually extensive historical information at the county level. The primary treatment measure is whether a county contained a Freedmen’s Bureau field office. The authors reconstruct office locations using newly available National Archives records. Their principal sample covers counties in the former Confederate states except South Carolina, which lacks comparable pre-Civil War presidential election data.

Political outcomes include county-level presidential and congressional election results from 1840 through 1900. Black voter registration data cover 1867–1869, while information on Black elected officials identifies officeholders during Reconstruction. More than 80 percent of the Black politicians in these records entered office by 1872.

The measures of racial violence are unusually broad. The authors construct an annual county-level measure of newspaper references to lynching from 1860 through 1899. They supplement this with confirmed records of Black lynchings, executions of Black individuals, 574 documented attacks on Black schools during Reconstruction, and newly digitized Freedmen’s Bureau reports of murders and other violent crimes against Black citizens.

To examine persistence, the researchers add twentieth-century outcomes. These include racially motivated killings of Black Americans from 1930–1955, executions from 1900–2003, locations of second- and third-wave Ku Klux Klan chapters, Confederate monuments, and measures of intergenerational economic mobility. Census records provide demographic characteristics, school attendance, literacy, employment, and other county characteristics. Additional data identify railroad access, navigable waterways, Union troop deployments, and Freedman’s Savings Bank branches.

Methods

A central empirical problem is that Freedmen’s Bureau offices were not randomly located. Officials tended to place offices in accessible population centers with relatively large Black populations. Directly comparing counties with and without offices could therefore confuse Bureau effects with preexisting county differences.

The authors address this problem using a historically informed matching strategy. They estimate each county’s probability of receiving a Bureau office using seven pre-treatment demographic and transportation characteristics measured around 1860. Each treated county is matched to five similar counties within the same state. The resulting samples are substantially more balanced on economic, demographic, transportation, and political characteristics than untreated and treated counties in the unrestricted sample.

For outcomes observed both before and after the Bureau’s creation, the authors use event-study and difference-in-differences models. These models compare changes in counties with Bureau offices against changes in comparable counties without offices. The main event-study models incorporate county fixed effects, state-by-year fixed effects, and controls whose effects are permitted to vary over time. Importantly, political outcomes show little evidence of differential trends before treatment, strengthening the causal interpretation.

For outcomes that exist only after 1865, such as Black voter registration and several measures of racial violence, the authors use matched cross-sectional comparisons with inverse probability weighting and covariate adjustment. Robustness analyses account for Union troop presence, Freedman’s Savings Bank branches, changing demographic and economic conditions, and additional baseline characteristics. Because office placement was not randomized, the design does not provide experimental identification, but the combination of matching, event studies, fixed effects, pre-treatment tests, and robustness analyses provides substantially stronger causal evidence than simple multivariate comparisons.

Findings/Size Effects

The Freedmen’s Bureau initially produced substantial political gains. In the 1868 presidential election, Democratic vote share fell by approximately 5 percentage points in counties with Bureau offices, with a similar increase in Republican support. Across the 1868–1872 elections, Democratic presidential vote share fell by 4.0 percentage points, or about 7 percent relative to the comparison-group mean. Republican presidential vote share increased by 3.4 percentage points, approximately a 12 percent increase.

Black political participation also increased sharply. Bureau exposure raised Black voter registration by approximately 13 percentage points, a 17 percent increase relative to comparable counties without offices. Bureau counties gained about 1.2 additional Black elected officials, roughly twice the control-group mean of 0.6. These electoral effects did not persist, however. Differences in Democratic and Republican vote shares gradually disappeared as federal oversight weakened and Southern states implemented restrictions on Black voting.

The racial backlash was substantial. From 1865–1900, Bureau counties experienced a 44 percent increase in newspaper reports mentioning lynching. Freedmen’s Bureau records indicate about 1.3 additional reported acts of violence against Black residents in treated counties, an 80 percent increase relative to comparison counties. Attacks on Black schools increased by about 0.7 per county, nearly doubling the comparison-group rate. Confirmed Black lynchings from 1882–1900 increased by approximately 0.35 per county. Combining several nineteenth-century measures, the overall violence and racial-hostility index increased by about 0.67 standard deviations.

The backlash also persisted well beyond Reconstruction. Between 1930 and 1955, counties that had hosted Bureau offices experienced approximately 0.9 additional racially motivated killings of Black Americans, a 132 percent increase over the comparison-group mean. Black executions between 1900 and 2003 increased by roughly 1.5 per county, or 62 percent.

Organized racial hostility also remained higher decades later. Bureau counties had about 0.4 additional second-wave Ku Klux Klan chapters, approximately a 92 percent increase, and the probability of having such a chapter increased by 17 percentage points. Third-wave Klan chapters increased by approximately 0.5 per county, or 77 percent. The evidence therefore indicates that the Bureau’s immediate political gains diminished while differences in racial violence and organized hostility persisted for generations.

Conclusion

The findings reveal two distinct consequences of Reconstruction-era institutional reform. During the period of active federal intervention, the Freedmen’s Bureau substantially expanded Black political participation and representation. Black voter registration increased, Black officeholding expanded, and electoral support shifted toward the Republican Party, which supported Black civil rights during Reconstruction.

At the same time, communities receiving greater exposure to the Bureau experienced significantly more racial violence. That response was not confined to the short period surrounding Reconstruction. Counties with Bureau offices later exhibited greater racial killings, executions, Ku Klux Klan activity, and other measures of racial hostility well into the twentieth century.

The study therefore extends research on institutional persistence by showing not merely that earlier institutions can influence later outcomes, but also how efforts to change an established political and social order can generate countervailing responses. The evidence suggests that substantial reform occurred while federal institutions actively supported it, but many of the initial political gains weakened as federal involvement receded. In contrast, the racial backlash associated with those reforms persisted much longer. The article thus provides quantitative evidence connecting Reconstruction-era government intervention, Black political advancement, resistance to institutional change, and the long-term persistence of racial violence.