Cited by 42Policing Practices and PerceptionsCriminal Justice and Corrections AnalysisRace, History, and American Society

BLACK LIVES MATTER PROTESTS, FATAL POLICE INTERACTIONS, AND CRIME

Open access
Skoy, Evelyn·2021·Contemporary Economic Policy

Abstract

The Black Lives Matter (BLM) movement was a prominent social movement largely focused on raising awareness of and reducing police use-of-force and fatal interactions with police. However, opponents of the movement have feared it could lead to decreased proactive policing and increased crime. Using a state-by-month fixed effects model, I find evidence that an additional protest in the preceding month leads to a decrease of .225 fatal interactions between Blacks and police per 10 million Black population. In addition, I find no evidence supporting increased crime or arrests as a result of the BLM movement.

Integrity signals

Registry

Crossref · 10.1111/coep.12508

Cites

14 of 14 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

2 of 16 cited sources checked · 2 supported · 0 flagged

  • Premisecitation

    Deterrence measures are correlated with crime rates.

    “As it has been fairly well documented in previous research that deterrence measures are correlated with crime rates (Bun et al. 2019;Corman and Mocan 2002;Levitt 2002), de-policing could increase crime.”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Bun et al. 2019

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Corman and Mocan 2002 source
    • cites Levitt 2002 source
  • Findingown data
    § BLACK LIVES MATTER PROTESTS, FATAL POLICE INTERACTIONS, AND

    An additional BLM protest in the preceding month leads to a decrease of about 0.225 fatal interactions between Blacks and police per 10 million Black population (approximately 2.2 fewer per 100 million Black population) in the current month.

    “Using a state-by-month fixed effects model, I find evidence that an additional protest in the preceding month leads to a decrease of .225fatal interactions between Blacks and police per 10 million Black population.”
    • Also stated in: § V. RESULTS · hedged
      “Column 1 indicates that one additional protest in the previous month corresponds to 2.2 fewer Black fatal encounters with police per 100 million Black population in the current month.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The number of BLM protests is a valid proxy for the intensity of the BLM movement and the level of public scrutiny on police.
  • Findingown data

    There is some slight evidence that increased BLM protests may potentially decrease the number of arrests for some crimes.

    “Although I find some slight evidence that increased BLM protests may potentially decrease the number of arrests for some crimes, I find no evidence that the BLM movement led to any measurable impact on crime across the country.”
    Quote in the paperSubstantial claim
  • Findingown data

    There does not seem to be any statistically significant impact of BLM protests in preceding months on White fatal encounters with police.

    “As anticipated, there does not seem to be any statistically significant impact of BLM protests in preceding months on White fatal encounters with police.”
    Quote in the paperSubstantial claim
  • Findingown data

    Additional lagged months beyond the first month have no statistically significant impact on Black fatal encounters with police.

    “However, additional lagged months have no statistically significant impact on the outcome variable.”
    • Also stated in: § I. INTRODUCTION · hedged
      “yet there does not appear to be a longer lasting impact on the number of fatalities”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. 14
  • May combine two claims. 11
  • The quote only partly states this claim. 1
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    BLM protests are more likely to happen in locations where there has recently been a fatal interaction with police.

    “Recent research has found that BLM protests are more likely to happen in locations where there has recently been a fatal interaction with police (Williamson, Trump, and Einstein 2018)”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Williamson, Trump, and Einstein 2018 source
  • May combine two claims.

    Findingown data

    An additional protest in the preceding month may have a small positive impact on the number of non-Black fatal encounters with police, although these results are less robust to alternate specifications and sample.

    “The first two columns indicate that an additional protest in the preceding month may have a small positive impact on the number of non-Black fatal encounters with police, although these results are less robust to the alternate specifications and sample shown in columns 3 and 4.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data
    § BLACK LIVES MATTER PROTESTS, FATAL POLICE INTERACTIONS, AND

    The BLM movement did not lead to increased crime or arrests.

    “In addition, I find no evidence supporting increased crime or arrests as a result of the BLM movement.”
    • Also stated in: § I. INTRODUCTION · hedged
      “In addition, there does not seem to be any measurable impact of BLM protests on a variety of crime measures or the number of arrests within states.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    BLM protests had no measurable impact on property crime, violent crime, officer assaults, or officer attacks.

    “There does not appear to be any evidence that increased BLM protest activity had an impact on property crime, violent crime, officer assaults, or officer attacks.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In Table 6, the point estimates for the first lagged protest indicator are consistently negative and of roughly the same magnitude across all cutoff values for the protest indicator, although they are statistically insignificant due to large standard errors.

    “Although statistically insignificant due to large standard errors, the point estimates for the first lagged protest indicator are consistently negative and of roughly the same magnitude across all cutoff values for the protest indicator.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Standard errors are clustered at the state level.

    “This specification is estimated with standard errors clustered at the state level.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductreasoning

    The risk of missing data on fatal encounters is highest for earlier years, while fatalities have been better tracked in the more recent years used for analysis.

    “Although there is a risk of missing data on fatal encounters, this risk is highest for the earlier years in the dataset, whereas the fatalities have been better tracked in the more recent years that are used for analysis in this paper.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The Elephrame data constitute the most comprehensive list of BLM protests.

    “Protest data were collected from Elephrame (Elephrame 2019), an online resource containing, to the best of my knowledge, the most comprehensive list of BLM protests.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Elephrame 2019

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In the 1960s riots, Blacks' income and employment were negatively affected as were property values.

    “In the case of the 1960s riots, Blacks' income and employment were negatively affected as were property values (Collins andMargo 2004, 2007).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Collins and Margo 2004, 2007

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    The Washington Post data were used to cross-check the Fatal Encounters database for the years in which it was available.

    “The Washington Post data (Tate et al. 2018) have been used to cross-check the Fatal Encounters database for the years in which it was available.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Tate et al. 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S4 (based).

    Premisereasoning

    This paper is the first to examine the countrywide impacts of increased police scrutiny caused by BLM protests.

    “In contrast, this paper is the first to examine the countrywide impacts of increased police scrutiny caused by BLM protests.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The true impact of the BLM movement on fatal interactions with police may be larger in magnitude than the results presented in Table 1, Panel A, because higher police violence against Blacks causing more protests would positively bias estimates away from a negative lagged effect.

    “Therefore, the true impact of the BLM movement on fatal interactions with police may be larger in magnitude than the results presented in Table 1, Panel A.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Areas of the country that witnessed more police violence against Blacks were more likely to have more BLM protests.
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Whites became moderately less racially resentful towards Blacks as a result of BLM protests, although results were heterogeneous with respect to age.

    “Specifically, Whites became moderately less racially resentful towards Blacks as a result of BLM protests, although these results were heterogeneous with respect to age (Mazumder 2019).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Mazumder 2019 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The BLM protests decreased racial resentment towards Blacks.

    “and that the BLM protests decreased racial resentment towards Blacks (Mazumder 2019).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Mazumder 2019 source
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    No paper has used the BLM protests to examine the Ferguson Effect.

    “To the best of author's knowledge, no paper has used the BLM protests to examine the Ferguson Effect.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    The specification includes region-by-month fixed effects to control for seasonal effects by census region.

    “The specification also includes region-by-month fixed effects (𝜌 rm ), to control for seasonal effects by census region; state-by-year time trends (t * 𝜎 s ); and year fixed effects (𝜏 t ).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    Limiting the sample to the 20 states with the most protests yields a point estimate that decreases slightly but remains negative and significant.

    “Although the point estimate for the previous month's protests decreases slightly, it does still remain negative and significant.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Nonviolent political protest movements can spur citizens to vote.

    “Additionally, it has also been shown that nonviolent political protests movements can spur citizens to vote (Madestam et al. 2013;Wasow 2017).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Madestam et al. 2013 source
    • cites Wasow 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    External regulation of police forces increased crime rates in the short run.

    “Examining a recent federally mandated reform, 2 the authors find that external regulation of police forces increased crime rates in the short run.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Rushin and Edwards (2017)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    There is evidence of a decrease in police stops in towns and cities across Missouri, but no evidence of increased total, violent, or property crime rates in Missouri or large cities across the country.

    “There is evidence of a decrease in police stops in towns and cities across Missouri (Shjarback et al. 2017), but there is no evidence of increased total, violent, or property crime rates in Missouri or large cities across the country (Pyrooz et al. 2016;Shjarback et al. 2017).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Shjarback et al. 2017 source
    • cites Pyrooz et al. 2016 source
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims. The quote only partly states this claim.

    Study design and conductnone given

    The dataset compiled for this study is the largest and most complete dataset on this subject.

    “To the best of author's knowledge, this is the largest and most complete dataset that has been compiled on this subject.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisenone given

    The Ferguson Effect theorizes that increased scrutiny on law enforcement officer behavior has led to a decrease in proactive policing.

    “The Ferguson Effect theorizes that increased scrutiny on law enforcement officer behavior has led to a decrease in proactive policing.”
    Quote in the paperSubstantial claim
22 of 22
  • The paper relies on this without support.

    The number of BLM protests is a valid proxy for the intensity of the BLM movement and the level of public scrutiny on police.

    “The number of protests (protests rsmt ) is used as a proxy to measure the intensity of the BLM movement in a state and month.”
    “For both of these questions, I use the number of BLM protests as a measure of intensity of the movement in a state across time.”
  • The paper relies on this without support.

    BLM protests increased scrutiny of police actions.

    “As protests bring a higher level of scrutiny to police actions, they may lead to fewer fatal interactions with law enforcement.”
  • The paper relies on this without support.

    Areas of the country that witnessed more police violence against Blacks were more likely to have more BLM protests.

    “It is reasonable to believe that areas of the country that witnessed more police violence against Blacks were more likely to have more BLM protests.”
  • The authors state this as an assumption.

    Proactive policing would not have an impact on arrest rates for more serious crimes, but could impact arrest rates for less serious offenses.

    “It is reasonable to assume that proactive policing would not have an impact on arrest rates for more serious crimes, but could impact arrest rates for less serious offenses.”
  • The paper relies on this without support.

    The BLM movement specifically aims to lower police violence against Blacks.

    “The BLM movement specifically aims to lower police violence against Blacks.”
  • The paper relies on this without support.

    The number of protests within a month is an imperfect measure of BLM activity, especially given the variation in the size of states.

    “Number of protests within a month is an imperfect measure of BLM activity, especially given the variation in the size of states.”
  • The paper relies on this without support.

    The intensity of the protest movement may be best captured by the number of protesters involved in protests each month.

    “The intensity of the protest movement may be best captured by the number of protesters involved in protests each month.”
  • The paper relies on this without support.

    There is likely a large amount of measurement error in the size of demonstrations.

    “It is important to note that there is likely a large amount of measurement error in the size of demonstrations, so attempts to interpret the exact size of the impact an additional protester might have on fatal encounters should be avoided.”
  • The paper relies on this without support.

    Non-Black includes other minorities which may be impacted by the BLM movement.

    “Yet, non-Black includes other minorities which may be impacted by the BLM movement.”
9 of 9

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • The stated study period spans eight years, not nine

    Minor

    The paper says the data run from 2010 through 2017, an inclusive span of eight years, but the conclusion calls it nine years.

  • Robustness discussion points to the wrong table

    Minor

    The described top-20-state specification appears in Table 5 column 3, whereas Table 4 column 3 concerns DUI arrests and does not restrict the sample to the top 20 protest states.

  • Some first-lag indicator estimates are statistically significant

    Minor

    The discussion describes the first-lag indicator estimates as statistically insignificant, but Table 6 marks the estimates at thresholds of two and three protests as significant at the 5% and 10% levels, respectively.

  • First-lag indicator estimates are not consistently negative

    Minor

    The discussion says the first-lag estimates are negative at every threshold, but Table 6 reports a positive estimate of 0.0491 at the threshold of at least one protest.

4 of 4

Cites

Flagged first, then by citations

1 of the 15 references couldn’t be matched to a known paper.

Cited by

Sorted by citations

Authors
Skoy, E.
Affiliations
University of Colorado Boulder (US)
Corresponding author
Skoy, Evelyn
Venue
Contemporary Economic Policy
Publisher
Wiley
Published
2020-10-20
Volume
39
Issue
2
Pages
280-291
ISSN
  • 1074-3529 (ISSN-L)
  • 1465-7287
OpenAlex
W3093911227
Cited by
42
References
15
Citations by year
2026: 7 · 2025: 1 · 2024: 11 · 2023: 9 · 2022: 6 · 2021: 7 · 2020: 1
FWCI
19.85
Type
journal article
Language
en
Open access
Locations
Contemporary Economic Policy (publishedVersion)
Topics
  • Social Sciences › Political Science and International Relations › Policing Practices and Perceptions
  • Social Sciences › Sociology and Political Science › Criminal Justice and Corrections Analysis
  • Social Sciences › Sociology and Political Science › Race, History, and American Society
Keywords
Black Lives Matter, protest, police use of force, crime, arrests, proactive policing, social movements, racial disparities in policing, African Americans

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