Opioids,Race,and Drug Enforcement: Exploring Local Relationships Between Neighborhood Context and Black

Abstract

Opioid abuse has redefined drug problems in communities and shifted police activities to redress substance use. Changing neighborhood context around opioid issues may affect arrests and racial disparities in their imposition. This study presents a spatial analysis of arrests involving Blacks and Whites for possession of heroin, synthetic narcotics, and opium offenses. We identify the ecological conditions associated with opioid-related arrests using geographically weighted regression (GWR) methods that illuminate local patterns by allowing coefficients to vary across space. GWR models reveal spatial and racial differences in opioid-related possession arrest rates. Calls for police service for overdoses increase White arrests in more advantaged, rural communities. Economic disadvantage and racial diversity in neighborhoods more strongly elevate possession arrest rates among Blacks relative to Whites. Overdose calls predict Black arrests in poorer urban areas. Findings underscore police responsiveness to opioid problems and Black–White differences in how opioid users interact with the criminal justice system.

Keywords

drug enforcement race spatial analysis policy mapping opioids

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References

Agnew

(2015). Strain, economic status, and crime. In Piquero

(Ed.), The handbook of criminological theory (pp. 209–229). https://doi.org/10.1002/9781118512449.ch11

Akers

R. L.

Jensen

G. F.

(2006). The empirical status of social learning theory of crime and deviance: The past, present, and future. In Advances in criminological theory. Taking stock: The status of criminological theory (pp. 37–76), Transaction Publishers.

Alexander

(2010). The new Jim Crow: Mass incarceration in the age of colorblindness. The New Press.

Anderson

T. L.

Zhang

Martin

S. S.

Fang

(2019). Understanding differences in types of opioid prescriptions across time and space: A community-level analysis. Journal of Drug Issues, 49(2), 405–418. https://doi.org/10.1177/0022042618815687

Beckett

Nyrop

Pfingst

(2006). Race, drugs, and policing: Understanding disparities in drug delivery arrests. Criminology, 44(1), 105–137. https://doi.org/10.1111/j.1745-9125.2006.00044.x

Beckett

Nyrop

Pfingst

Bowen

(2005). Drug use, drug possession arrests, and the question of race: Lessons from Seattle. Social Problems, 52(3), 419–441. https://doi.org/10.1525/sp.2005.52.3.419

Biehl

(2018, April 11). Notes from the field: Lessons learned from the front lines of the opioid epidemic. https://www.nij.gov:443/publications/Pages/notes-from-the-field-opioid-epidemic-biehl.aspx

Bivand

(2019). Creating Neighbours: Spdep: Spatial Dependence: Weighting Schemes, Statistics and Models. R Package version 1. 1–3. https://cran.r-project.org/web/packages/spdep/vignettes/nb.pdf

Boggess

L. N.

Hipp

J. R.

(2010). Violent crime, residential instability and mobility: Does the relationship differ in minority neighborhoods? Journal of Quantitative Criminology, 26(3), 351–370. https://doi.org/10.1007/s10940-010-9093-7

10.

Boyer

Ratledge

(2013). Pivotal policies in Delaware: From desegregation to deregulation. Rowman & Littlefield.

11.

Brunsdon

Fotheringham

A. S.

Charlton

M. E.

(1996). Geographically weighted regression: A method for exploring spatial nonstationarity. Geographical Analysis, 28(4), 281–298. https://doi.org/10.1111/j.1538-4632.1996.tb00936.x

12.

Bureau of Justice Statistics. (2008). Census of state and local law enforcement agencies. https://www.bjs.gov/content/pub/pdf/csllea08.pdf

13.

Cahill

Mulligan

(2007). Using geographically weighted regression to explore local crime patterns. Social Science Computer Review, 25(2), 174–193. https://doi.org/10.1177/0894439307298925

14.

Carson

E. A.

(2018). Prisoners in 2016. Bureau of Justice Statistics.

15.

Center for Drug and Health Studies. (2017). Facts about prescription drug and opioid abuse in Delaware.

16.

Center for Drug and Health Studies. (2019). Delaware school survey: Alcohol, tobacco & other drug abuse among Delaware students 2017. https://www.cdhs.udel.edu/content-sub-site/Documents/EPI%20Report%202019%20-%20Rev%20-%20102919.pdf

17.

Cicero

T. J.

Ellis

M. S.

Surratt

H. L.

Kurtz

S. P.

(2014). The changing face of heroin use in the United States: A retrospective analysis of the past 50 years. JAMA Psychiatry, 71(7), 821–826. https://doi.org/10.1001/jamapsychiatry.2014.366

18.

Ciolino

(2019, May 8). State officials confirm overdose deaths increased in 2018. Delaware Public Media. https://www.delawarepublic.org/post/state-officials-confirm-overdose-deaths-increased-2018

19.

Cole

D. M.

Thomas

D. M.

Field

Wool

Lipiner

Massenberg

Guthrie

B. J.

(2018). The 21st century cures act implications for the reduction of racial health disparities in the U.S. criminal justice system: A public health approach. Journal of Racial and Ethnic Health Disparities, 5(4), 885–893. https://doi.org/10.1007/s40615-017-0435-0

20.

Davis

C. S.

Carr

Southwell

J. K.

Beletsky

(2015). Engaging law enforcement in overdose reversal initiatives: Authorization and liability for naloxone administration. American Journal of Public Health, 105(8), 1530–1537. https://doi.org/10.2105/AJPH.2015.302638

21.

Delaware breaks state record for overdose deaths. (2018, September 12). Dover Post. https://www.doverpost.com/news/20180912/delaware-breaks-state-record-for-overdose-deaths

22.

Delaware State Police Annual Report. (2018). https://dsp.delaware.gov/wp-content/uploads/sites/118/2019/08/Annual-Report-2018.pdf

23.

Delaware Statistical Analysis Center. (2011, June 30). Race and incarceration in Delaware: A report to the Delaware General Assembly. https://sac.delaware.gov/wp-content/uploads/sites/64/2017/04/RaceAndIncarcerationinDelaware-min.pdf

24.

DiStefano

Zhu

Mindril

(2009). Understanding and using factor scores: Considerations for the applied researcher. Practical Assessment, Research, and Evaluation, 14(20), 1–11.

25.

Eichler

(2000). Race and incarceration in Delaware: A preliminary consideration (pp. 1–28). Delaware Center for Justice and Metropolitan Wilmington Urban League. https://www.prisonpolicy.org/scans/RaceIncarceration.pdf

26.

Engel

R. S.

Smith

M. R.

Cullen

F. T.

(2012). Race, place, and drug enforcement: Reconsidering the impact of citizen complaints and crime rates on drug arrests. Criminology and Public Policy, 11, 603–636.

27.

Federal Bureau of Investigation. (2018). Arrests by race and ethnicity, 2016. https://ucr.fbi.gov/crime-in-the-u.s/2016/crime-in-the-u.s.-2016/tables/table-21

28.

Fotheringham

A. S.

Brunsdon

Charlton

(2003). Geographically weighted regression: The analysis of spatially varying relationships. John Wiley.

29.

Gaston

(2019). Enforcing race: A neighborhood-level explanation of Black–White differences in drug arrests. Crime & Delinquency, 65(4), 499–526. https://doi.org/10.1177/0011128718798566

30.

Goodison

S. E.

Vermeer

M. J. D.

Barnum

J. D.

Woods

Jackson

B. A.

(2019). Law enforcement efforts to fight the opioid crisis: Convening police leaders, multidisciplinary partners, and researchers to identify promising practices and to inform a research agenda. RAND. https://www.rand.org/pubs/research_reports/RR3064.html

31.

Graif

Gladfelter

A. S.

Matthews

S. A.

(2014). Urban poverty and neighborhood effects on crime: Incorporating spatial and network perspectives. Sociology Compass, 8(9), 1140–1155. https://doi.org/10.1111/soc4.12199

32.

Green

T. C.

Zaller

Palacios

W. R.

Bowman

S. E.

Ray

Heimer

Case

(2013). Law enforcement attitudes toward overdose prevention and response. Drug and Alcohol Dependence, 133(2), 677–684. https://doi.org/10.1016/j.drugalcdep.2013.08.018

33.

Hernandez

A. A.

Vélez

M. B.

Lyons

C. J.

(2018). The racial invariance thesis and neighborhood crime: Beyond the Black–White divide. Race and Justice, 8(3), 216–243. https://doi.org/10.1177/2153368716669986

34.

Horn

(2017, December 21). Now hiring: Coordinator for county’s addiction program, Hero Help. Delaware News Journal. https://www.delawareonline.com/story/news/local/heroindelaware/2017/12/22/now-hiring-coordinator-countys-addiction-program-hero-help/975105001/

35.

Hussaini

S. K.

(2017). Neonatal abstinence syndrome: Delaware, 2010–2013. Research brief. Delaware Health and Social Services, Division of Public Health.

36.

Jalal

Buchanich

J. M.

Roberts

M. S.

Balmert

L. C.

Zhang

Burke

D. S.

(2018). Changing dynamics of the drug overdose epidemic in the United States from 1979 through 2016. Science, 361(6408), Article eaau1184. https://doi.org/10.1126/science.aau1184

37.

Johnston

L. D.

Miech

R. A.

O’Malley

P. M.

Bachman

J. G.

Schulenberg

J. E.

(2018). Demographic subgroup trends among adolescents in the use of various licit and illicit drugs, 1975–2017. https://eric.ed.gov/?id=ED589759

38.

Jones

(2014, September 12). Murder town USA (aka Wilmington, Delaware). Newsweek. https://www.newsweek.com/2014/12/19/wilmington-delaware-murder-crime-290232.html

39.

Kaeble

Cowhig

(2018, April). Correctional populations in the United States, 2016. https://www.bjs.gov/content/pub/pdf/cpus16.pdf

40.

Keyes

K. M.

Cerdá

Brady

J. E.

Havens

J. R.

Galea

(2014). Understanding the rural–urban differences in nonmedical prescription opioid use and abuse in the United States. American Journal of Public Health, 104(2), e52–e59. https://doi.org/10.2105/AJPH.2013.301709

41.

Lankenau

S. E.

Teti

Silva

Jackson Bloom

Harocopos

Treese

(2012). Initiation into prescription opioid misuse amongst young injection drug users. The International Journal on Drug Policy, 23(1), 37–44. https://doi.org/10.1016/j.drugpo.2011.05.014

42.

Lynch

(2012). Theorizing the role of the “War on Drugs” in US punishment. Theoretical Criminology, 16(2), 175–199. https://doi.org/10.1177/1362480612441700

43.

MacDonald

J. M.

Donnelly

E. A.

(2016). Evaluating the role of race in criminal justice adjudications in Delaware. Delaware Access to Justice Commission: Subcommittee on Fairness in the Adult Criminal Justice System.

44.

MacDonald

J. M.

Donnelly

E. A.

(2019). Evaluating the role of race in sentencing: An entropy weighting analysis. Justice Quarterly, 36(4), 656–681. https://doi.org/10.1080/07418825.2017.1415368

45.

Mauer

(1999). Race to incarcerate. The New Press.

46.

McNulty

T. L.

(2001). Assessing the race-violence relationship at the macro level: The assumption of racial invariance and the problem of restricted distributions. Criminology, 39(2), 467–490. https://doi.org/10.1111/j.1745-9125.2001.tb00930.x

47.

Meares

Fagan

(2008). Punishment, deterrence and social control: The paradox of punishment in minority communities. Ohio State Journal of Criminal Law, 6, 173–229.

48.

Mitchell

Caudy

M. S.

(2015). Examining racial disparities in drug arrests. Justice Quarterly, 32(2), 288–313. https://doi.org/10.1080/07418825.2012.761721

49.

National Institute on Drug Abuse. (2018). What is the scope of heroin use in the United States? https://www.drugabuse.gov/publications/research-reports/heroin/scope-heroin-use-in-united-states

50.

Omi

Winant

(1986). Racial formation in the United States: From the 1960s to the 1980s. Routledge & Kegan Paul.

51.

Omori

(2017). Spatial dimensions of racial inequality: Neighborhood racial characteristics and drug sentencing. Race and Justice, 7(1), 35–58. https://doi.org/10.1177/2153368716648461

52.

Parker

K. F.

Maggard

S. R.

(2005). Structural theories and race-specific drug arrests: What structural factors account for the rise in race-specific drug arrests over time? Crime & Delinquency, 51(4), 521–547. https://doi.org/10.1177/0011128705276294

53.

Paternoster

Brame

Mazerolle

Piquero

(1998). Using the correct statistical test for the equality of regression coefficients. Criminology, 36(4), 859–866. https://doi.org/10.1111/j.1745-9125.1998.tb01268.x

54.

Pearlman

(2016). Combatting Massachusetts’s opioid epidemic: Reducing the social stigma of addiction through increased access to voluntary treatment services and expansion of mandatory clinician education programs. American Journal of Law & Medicine, 42(4), 835–857. https://doi.org/10.1177/0098858817701962

55.

Perez

N. M.

Jennings

W. G.

Wang

Delcher

(2017). Law enforcement officers’ perceptions of Florida’s Prescription Drug Monitoring Program. Journal of Contemporary Criminal Justice, 33(4), 368–379. https://doi.org/10.1177/1043986217724291

56.

Peterson

R. D.

Krivo

L. J.

(2010). Divergent social worlds: Neighborhood crime and the racial-spatial divide. Russell Sage Foundation.

57.

The Police Assisted Addiction and Recovery Initiative. (2019). About us. https://paariusa.org/about-us/

58.

Police Executive Research Forum. (2017). The unprecedented opioid epidemic: As overdoses become a leading cause of death, police, sheriffs, and health agencies must step up their response.

59.

Provine

D. M.

(2011). Race and inequality in the War on Drugs. Annual Review of Law and Social Science, 7(1), 41–60. https://doi.org/10.1146/annurev-lawsocsci-102510-105445

60.

Purviance

Ray

Tracy

Southard

(2017). Law enforcement attitudes towards naloxone following opioid overdose training. Substance Abuse, 38(2), 177–182. https://doi.org/10.1080/08897077.2016.1219439

61.

Rando

Broering

Olson

J. E.

Marco

Evans

S. B.

(2015). Intranasal naloxone administration by police first responders is associated with decreased opioid overdose deaths. The American Journal of Emergency Medicine, 33(9), 1201–1204. https://doi.org/10.1016/j.ajem.2015.05.022

62.

Rudd

Aleshire

Zibbell

Gladden

(2016). Increases in drug and opioid overdose deaths—United States, 2000–2014. Centers for Disease Control and Prevention. https://www.cdc.gov/mmwr/preview/mmwrhtml/mm6450a3.htm

63.

Sampson

R. J.

(2012). Great American city: Chicago and the enduring neighborhood effect. University of Chicago Press.

64.

Sampson

R. J.

Raudenbush

S. W.

Earls

(1997). Neighborhoods and violent crime: A multilevel study of collective efficacy. Science, 277(5328), 918–924. https://doi.org/10.1126/science.277.5328.918

65.

Sampson

R. J.

Wilson

W. J.

(1995). Toward a theory of race, crime, and urban inequality. In Hagan

Peterson

R. D.

(Eds.), Crime and inequality (pp. 37–56). Stanford University Press.

66.

Sampson

R. J.

Wilson

W. J.

Katz

(2018). Reassessing “toward a theory of race, crime, and urban inequality”: Enduring and new challenges in 21st century America. Du Bois Review: Social Science Research on Race, 15(1), 13–34. https://doi.org/10.1017/S1742058X18000140

67.

Scholl

Seth

Kariisa

Wilson

Baldwin

(2019). Drug and opioid-involved overdose deaths—United States, 2013–2017. Morbidity and Mortality Weekly Report, 67, 1419–1427.

68.

Streisel

Visher

O’Connell

D. J.

Martin

S. S.

(2019). Using law enforcement to improve treatment initiation and recovery. Federal Probation, 83(2), 39–44.

69.

Substance Abuse and Mental Health Services Administration. (2017). Behavioral health barometer Delaware: Indicators as measured through the 2015 national survey on drug use and health, the national survey of substance abuse treatment services, and the uniform reporting system (Vol. 4, No. HHS Publication No. SMA–17–Baro–16–States–DE).

70.

Tonry

(1994). Racial politics, racial disparities, and the War on Crime. Crime & Delinquency, 40(4), 475–494. https://doi.org/10.1177/0011128794040004001

71.

Tonry

Melewski

(2008). The malign effects of drug and crime control policies on Black Americans. Crime and Justice, 37(1), 1–44.

72.

Unnever

J. D.

Gabbidon

S. L.

(2011). A theory of African American offending: Race, racism, and crime. Taylor & Francis.

73.

U.S. Census Bureau. (2019). QuickFacts Delaware. https://www.census.gov/quickfacts/DE

74.

Volkow

(2014, May 14). America’s addiction to opioids: Heroin and prescription drug abuse [Paper presentation]. Senate Caucus on International Narcotics Control, U.S. Senate, Washington, DC, United States. https://archives.drugabuse.gov/testimonies/2014/americas-addiction-to-opioids-heroin-prescription-drug-abuse

75.

Wagner

Neitzke-Spruill

O’Connell

Highberger

Martin

S. S.

Walker

Anderson

T. L.

(2019). Understanding geographic and neighborhood variations in overdose death rates. Journal of Community Health, 44(2), 272–283. https://doi.org/10.1007/s10900-018-0583-0

76.

Wagner

K. D.

Liu

Davidson

P. J.

Cuevas-Mota

Armenta

R. F.

Garfein

R. S.

(2015). Association between non-fatal opioid overdose and encounters with healthcare and criminal justice systems: Identifying opportunities for intervention. Drug and Alcohol Dependence, 153, 215–220. https://doi.org/10.1016/j.drugalcdep.2015.05.026

Opioids,Race,and Drug Enforcement: Exploring Local Relationships Between Neighborhood Context and Black–White Opioid-Related Possession Arrests

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