Two red pushpins on a corkboard next to purple lines

Addiction Data Bulletin 4

Time trend analysis of drug injection reported at substance use disorder treatment admission in NYS, 2002-2022

Purpose of This Bulletin

This bulletin presents data from 2002 to 2022 on drug injection reported by individuals who were admitted to substance use disorder (SUD) treatment in New York State (NYS). Specifically, this bulletin examines annual changes in drug injection reported at SUD treatment admission by race and ethnicity, birth cohort, NYS region (New York City [NYC] compared to the Rest of State [ROS]), and type of drugs used. 

Key Takeaways

  • Across the 2002 to 2022 analysis period, drug injection reported at SUD treatment admission was highest in 2016; in 2016, drug injection was reported by 31,581 individuals, approximately one-third of individuals admitted to treatment in that year.
  • In 2022, the number of individuals reporting drug injection decreased to 14,903 comprising approximately one-fourth of individuals admitted to treatment in that year.
  • The proportion of individuals reporting drug injection at admission increased significantly in the ROS and not in NYC.
  • Opioid use was common among individuals who injected drugs; in each year of the 2002 to 2022 analysis period, more than 90% of individuals who reported drug injection reported using opioids.
  • State-level trends in drug injection reported at admission to SUD treatment in NYS generally reflect national and state-level trends in population-level drug use epidemiology. This suggests that the NYS SUD treatment system is accessible and is utilized by the population of people who use drugs. 

Data Elements and Definitions

OASAS SUD treatment admission data from all SUD treatment admissions in NYS from 2002 to 2022 were included in these analyses. Individuals could report up to three substances used at SUD treatment admission, including routes of use for each substance.

The unit of analysis was unique individuals reporting any drug injection for primary, secondary, or tertiary substances reported at admission. If individuals reported more than one drug injected, they were only counted once. For individuals who had more than one SUD treatment admission in a calendar year, we used the last admission per individual per year to ensure unduplicated data. Regional comparisons used the zip code of individuals’ residence at admission.

Prevalence refers to the prevalence of substance use or drug injection among the in-SUD-treatment population (not the general population).

Statistical significance tests were conducted to compare the year-to-year changes or between-group differences (such as differences by birth cohort) using Chi-square tests; significance level was set at α=0.05.

Drug categories included in analyses were opioids, cocaine, and psychostimulants (‘other stimulants’) because they were the most common substances reported by drug injection.

Opioids: naturally occurring, semi-synthetic, or synthetic substances that act on opioid receptors in the brain. Food and Drug Administration (FDA)-approved indication for opioids is for pain. The main substances within this category included in these analyses are prescription opioids, heroin, and illegally manufactured fentanyl and its analogues.

Cocaine: an organic stimulant derived from the leaves of the coca plant that stimulates the central nervous system. FDA-approved indications of cocaine are primarily as a local anesthetic. The main substances within this category included in these analyses are cocaine hydrochloride (‘cocaine’) and its derivates (‘crack cocaine’).

Other stimulants: synthetically produced substances that stimulate the central nervous system. FDA-approved indications for other stimulants include the treatment of narcolepsy and attention deficit hyperactivity disorder. The main substances included in these analyses are methamphetamine, amphetamine, methylenedioxymethamphetamine (MDMA), and misuse of prescription medications including dextroamphetamine and methylphenidate.

‘Drug’ and ‘substances’ are used in a context-specific manner. Substance is a broad term that includes alcohol and all other drugs. Hence, when we use the term substance use disorder and treatment, it includes use disorders related to alcohol and other drugs. Drugs is a term that refers to a range of drugs but does not include alcohol. As described above, these analyses focus on injection of opioids, cocaine, and other stimulants.

Misuse refers to the misuse of prescription medications.

Drug Injection Trends Across the Four Waves of the Overdose Epidemic

Public health research has identified four waves of the overdose epidemic: the first wave (beginning in 1999) defined by a rise of prescription opioid-related overdose deaths; the second wave (beginning in 2010) defined by a rise in heroin-related overdose deaths; the third wave (beginning in 2013) defined by a rise in synthetic opioid-related overdose deaths such as fentanyl and fentanyl analogues; and the fourth wave (beginning in 2019) defined by a rise in synthetic opioid-related overdose deaths involving synthetic opioids as well as cocaine and synthetic stimulants, such as methamphetamine (Table 1).1

Prior data indicate an interplay between the waves of the overdose epidemic and trends in substance use at the population-level. For example, data demonstrate an association between the 2010 OxyContin© reformulation and the shift from prescription opioids to heroin.2-4 Marking the beginning of the second wave of the overdose epidemic in 2010, this population-level shift to heroin was also associated with a rise in the prevalence of drug injection and in injection-related hepatitis C virus infection transmission.5,6 

Table 1

WaveInitial YearCharacterized by increases in...
First Wave1999
  • Prescription opioid-related overdose death (i.e., natural and semi-synthetics)
Second Wave2010
  • Heroin-related overdose death;
  • Drug injection prevalence
Third Wave2013
  • Synthetic opioid-related overdose death (i.e., fentanyl and fentanyl analogues)
Fourth Wave2019
  • Synthetic opioid-related overdose deaths also including stimulant-and-polysubstance-use-involved overdose death;
  • Drug injection-related harm

We have categorized waves defining them by a single starting year as per the Centers for Disease Control and Surveillance classification.1 Discrete time periods (with non-overlapping start and end dates) are not recommended given that residual impacts from prior waves occur into the time frames of subsequent waves.

 

Drug Injection Patterns in NYS 

In NYS, changes in substance use patterns across the waves of the overdose epidemic were observed among individuals entering SUD treatment. In 2002, 18,156 individuals reported drug injection at SUD treatment admission, representing 17.8% of individuals who were admitted to treatment in that year (Figure 1).

As fentanyl began saturating the unregulated drug supply in the mid-2010s,7 reported drug injection peaked in 2016, then significantly decreased. In 2016, 31,581 individuals reported drug injection, representing 33.7% of individuals who were admitted to treatment in that year. By 2022, the number of individuals reporting drug injection decreased to 14,903 individuals, 23.6% of individuals admitted to treatment. 

Figure 1 is a dual axis graph displaying the number and percent of individuals reporting drug injection at SUD treatment admission from 2002-2022.

Drug Injection Patterns by Race and Ethnicity

Examining drug injection by race and ethnicity demonstrates the differential impact of the opioid crisis on subgroups of the population across the waves of the overdose epidemic.8,9 In 2002, among non-Hispanic white individuals, 23.3% reported drug injection; among non-Hispanic black individuals, 8.2% reported drug injection, among Hispanic individuals, 24% reported drug injection; and among non-Hispanic other individuals, 17.7% reported drug injection (Figure 2).

In 2016, reported drug injection among non-Hispanic white individuals significantly increased to 44.5%; reported drug injection among non-Hispanic black individuals remained stable at 8.5%; reported drug injection among Hispanic individuals significantly increased to 31%; and reported drug injection among non-Hispanic individuals of other races significantly increased to 33.4%.

After 2016, across all races and ethnicities, the proportion of reported drug injection significantly decreased. By 2022, among non-Hispanic white individuals, reported drug injection decreased to 31.8%; among non-Hispanic black individuals, reported drug injection decreased to 6.3%; among Hispanic individuals, drug injection decreased to 22%; and among non-Hispanic individuals of other races, drug injection had decreased to 20.8%. These findings are consistent with national data suggesting drug injection among non-Hispanic white individuals was more prevalent than other races and ethnicities in the late 2010s.10,11

Figure 2 displays the percent of drug injection reported at SUD treatment admission within race and ethnicity from 2002 to 2022.

Drug Injection Patterns by Birth Cohort

Examining annual changes in drug injection reported at SUD treatment admission by birth cohort suggests important demographic shifts occurred throughout the overdose epidemic. In 2002, the proportion of individuals in each birth cohort reporting drug injection was relatively similar, ranging between 15-25% (Figure 3).

By 2016, while reported drug injection remained stable among other birth cohorts, it significantly increased among the birth cohorts of 1971-1980 and 1981-1990. As the 1991-2000 birth cohort aged and entered the in-SUD-treatment population in 2007, reported drug injection among the 1991-2000 birth cohort rapidly increased and peaked in 2015.

In 2016, among the 1971-1980 birth cohort, 33.6% reported drug injection; among the 1981-1990 birth cohort, 45.7% reported drug injection; among the 1991-2000 birth cohort, 43.7% reported drug injection. By 2022, reported drug injection decreased to 23.3% among the 1971-1980 birth cohort, 32% among the 1981-1990 birth cohort, and 28.4% among the 1991-2000 birth cohort. Our findings are consistent with national population-level data indicating that both opioid use and drug injection increased significantly among young people (that is, those included in the 1981-1990 and 1991-2000 birth cohorts).6,12

Figure 3 displays the percent of drug injection reported at SUD treatment admission within birth cohorts from 2002 to 2022. The graph compares eight birth cohorts.

Cohorts with fewer than 10 unique individuals who reported drug injection at SUD treatment admissions in a year were omitted from the birth cohort analysis.
 

Drug Injection Patterns by NYS Region

The first wave of the overdose epidemic was characterized by an increase in opioid use disorder related to misuse of prescription opioids, later linked to subsequent heroin use and/or drug injection in the second wave.13,14 Starting with the second wave, the proportion of individuals reporting drug injection at admission increased significantly in ROS and not in NYC (Figure 4).

In 2016, 39.6% of individuals entering SUD treatment in ROS reported drug injection at admission, while in NYC, 24.5% of individuals entering SUD treatment reported drug injection. From 2016 to 2022, drug injection reported at SUD treatment admission in NYC decreased significantly from 24.5% to 16.5%. Similar significant decreases in drug injection reported at SUD treatment admission were identified in ROS, decreasing from 39.6% in 2016 to 27.6% in 2022. These data from NYS are consistent with national trends in drug injection.6,15,16  

Figure 4 displays the percent of drug injection reported at SUD treatment admissions within New York State region from 2002 to 2022. The regions that are compared in this graph are New York City and the Rest of the State (New York State excluding New York City)

 

Substance Types Among Individuals Reporting Drug Injection

We analyzed reported substance(s) of use among unique individuals who reported drug injection at SUD treatment admission. Opioids were consistently the most frequently reported substance among individuals who reported drug injection. Since 2002, more than 90% of individuals who reported drug injection at SUD treatment admission reported opioid use (Figure 5).

Cocaine and other stimulant use was common among individuals who reported drug injection. In 2002, among individuals who reported drug injection, 46% reported cocaine use. This proportion decreased to 41.7% in 2016 and increased to 50% in 2022. Among individuals who reported drug injection, 1% reported other stimulant use in 2002. This proportion increased to 4.6% in 2016 and increased again to 19.5% in 2022.

While polysubstance use is not a new phenomenon and has been a well-known factor contributing to overdose death, polysubstance use involving synthetic opioids (e.g., fentanyl) is a more recent phenomenon, contributing to greater overdose death risk than the use of non-synthetic concurrent opioids and other substances.17,18 Understanding polysubstance use within the in-SUD-treatment population in NYS is important in the context of emerging national data, suggesting there may be transitions within some populations away from drug injection to other routes of administration.16,19,20

Figure 5 displays injection drug use reported at SUD treatment admission by the type of substance used from 2002 to 2022. The substance categories included in this graph are opioids, cocaine, and other stimulants.
Substance categories reported by individuals are not mutually exclusive and so percents do not add up to 100%, i.e., an individual can report using one, two, or three of these substances.
 

Public Health Significance

Trends in drug injection in the NYS SUD treatment system generally reflect national and state-level trends in drug use epidemiology. This suggests that the NYS OASAS treatment system is accessible to the population of people who use drugs. While drug use by any route confers overdose risk, use by drug injection confers additional risks. Monitoring the proportion of individuals entering drug treatment who report use by injection should guide policy and public health interventions to address use, use disorder, and harms related to the patterns and route of drug use that are prevalent at the time.

Providing lower threshold service delivery and embedding harm reduction into the SUD treatment system are important strategies to reduce the harms associated with drug injection. This includes distribution of naloxone, active linkages to sterile syringe service programs and other harm reduction programs, and access to drug checking such as fentanyl and xylazine test strips.21-28 Using trends in substance use reported at admissions from in-SUD-treatment cohorts can be leveraged to better understand the potential health needs of patients entering SUD treatment to reduce substance use-related morbidity and mortality. 

Citations

  1. Centers for Disease Control and Prevention. Understanding the Opioid Overdose Epidemic. Accessed September 26, 2024. cdc.gov/overdose-prevention/about/understanding-the-opioid-overdose-epidemic.html
  2. Cicero TJ, Ellis MS. Abuse-Deterrent Formulations and the Prescription Opioid Abuse Epidemic in the United States: Lessons Learned From OxyContin. JAMA Psychiatry. 2015;72(5):424-430. doi:10.1001/jamapsychiatry.2014.3043
  3. Cicero TJ, Ellis MS, Kasper ZA. Increased use of heroin as an initiating opioid of abuse. Addictive Behaviors. 2017/11/01/ 2017;74:63-66. doi:10.1016/j.addbeh.2017.05.030 
  4. Cicero TJ, Ellis MS, Surratt HL. Effect of Abuse-Deterrent Formulation of OxyContin. New England Journal of Medicine. 2012;367(2):187-189. doi:doi:10.1056/NEJMc1204141
  5. Novak SP, Kral AH. Comparing injection and non-injection routes of administration for heroin, methamphetamine, and cocaine users in the United States. J Addict Dis. Jul-Sep 2011;30(3):248-57. doi:10.1080/10550887.2011.581989
  6. Bluthenthal RN, Wenger L, Chu D, Bourgois P, Kral AH. Drug use generations and patterns of injection drug use: Birth cohort differences among people who inject drugs in Los Angeles and San Francisco, California. Drug and Alcohol Dependence. 2017/06/01/ 2017;175:210-218. doi:10.1016/j.drugalcdep.2017.04.001
  7. Kilmer B, Pardo B, Pujol TA, Caulkins JP. Rapid changes in illegally manufactured fentanyl products and prices in the United States. Addiction. Oct 2022;117(10):2745-2749. doi:10.1111/add.15942
  8. Broz D, Ouellet LJ. Racial and ethnic changes in heroin injection in the United States: Implications for the HIV/AIDS epidemic. Drug and Alcohol Dependence. 2008/04/01/ 2008;94(1):221-233. doi:10.1016/j.drugalcdep.2007.11.020
  9. Friedman JR, Nguemeni Tiako MJ, Hansen H. Understanding and Addressing Widening Racial Inequalities in Drug Overdose. Am J Psychiatry. May 1 2024;181(5):381-390. doi:10.1176/appi.ajp.20230917
  10. Park D, Oh S, Cano M, Salas-Wright CP, Vaughn MG. Trends and distinct profiles of persons who inject drugs in the United States, 2015–2019. Preventive Medicine. 2022/11/01/ 2022;164:107289. doi:10.1016/j.ypmed.2022.107289
  11. Bradley H, Hall EW, Asher A, et al. Estimated Number of People Who Inject Drugs in the United States. Clin Infect Dis. Jan 6 2023;76(1):96-102. doi:10.1093/cid/ciac543
  12. Centers for Disease Control and Prevention. Today's Heroin Epidemic. 2015. cdc.gov/vitalsigns/pdf/2015-07-vitalsigns.pdf
  13. Ciccarone D. The rise of illicit fentanyls, stimulants and the fourth wave of the opioid overdose crisis. Current Opinion in Psychiatry. 2021;34(4)
  14. Van Zee A. The Promotion and Marketing of OxyContin: Commercial Triumph, Public Health Tragedy. American Journal of Public Health. 2009/02/01 2009;99(2):221-227. doi:10.2105/AJPH.2007.131714
  15. Kral AH, Lambdin BH, Browne EN, et al. Transition from injecting opioids to smoking fentanyl in San Francisco, California. Drug and Alcohol Dependence. 2021/10/01/ 2021;227:109003. doi:10.1016/j.drugalcdep.2021.109003
  16. Karandinos G, Unick J, Ondocsin J, et al. Decrease in injection and rise in smoking and snorting of heroin and synthetic opioids, 2000-2021. Drug Alcohol Depend. Aug 15 2024;263:111419. doi:10.1016/j.drugalcdep.2024.111419
  17. Cicero TJ, Ellis MS, Kasper ZA. Polysubstance Use: A Broader Understanding of Substance Use During the Opioid Crisis. Am J Public Health. Feb 2020;110(2):244-250. doi:10.2105/ajph.2019.305412
  18. Tori ME, Larochelle MR, Naimi TS. Alcohol or Benzodiazepine Co-involvement With Opioid Overdose Deaths in the United States, 1999-2017. JAMA Netw Open. Apr 1 2020;3(4):e202361. doi:10.1001/jamanetworkopen.2020.2361
  19. Megerian CE, Bair L, Smith J, et al. Health risks associated with smoking versus injecting fentanyl among people who use drugs in California. Drug and Alcohol Dependence. 2024/02/01/ 2024;255:111053. doi:10.1016/j.drugalcdep.2023.111053
  20. Tanz LJ, Gladden RM, Dinwiddie AT, et al. Routes of Drug Use Among Drug Overdose Deaths — United States, 2020–2022. 2024:124–130.
  21. Jordan AE, Cleland CM, Wyka K, Schackman BR, Perlman DC, Nash D. Hepatitis C Virus Incidence in a Cohort in Medication-Assisted Treatment for Opioid Use Disorder in New York City. The Journal of Infectious Diseases. 2020;222(Supplement_5):S322-S334. doi:10.1093/infdis/jiz659
  22. Hope VD, Ncube F, Parry JV, Hickman M. Healthcare seeking and hospital admissions by people who inject drugs in response to symptoms of injection site infections or injuries in three urban areas of England. Epidemiol Infect. Jan 2015;143(1):120-31. doi:10.1017/s0950268814000284
  23. Platt L, Minozzi S, Reed J, et al. Needle and syringe programmes and opioid substitution therapy for preventing HCV transmission among people who inject drugs: findings from a Cochrane Review and meta-analysis. Addiction. Mar 2018;113(3):545-563. doi:10.1111/add.14012
  24. Institute of Medicine. Preventing HIV Transmission: The Role of Sterile Needles and Bleach. 1995:352. 978-0-309-05296-2.
  25. Des Jarlais DC, Nugent A, Solberg A, Feelemyer J, Mermin J, Holtzman D. Syringe Service Programs for Persons Who Inject Drugs in Urban, Suburban, and Rural Areas - United States, 2013. MMWR Morb Mortal Wkly Rep. Dec 11 2015;64(48):1337-41. doi:10.15585/mmwr.mm6448a3
  26. Morales KB, Park JN, Glick JL, Rouhani S, Green TC, Sherman SG. Preference for drugs containing fentanyl from a cross-sectional survey of people who use illicit opioids in three United States cities. Drug Alcohol Depend. Nov 1 2019;204:107547. doi:10.1016/j.drugalcdep.2019.107547 
  27. Sherman SG, Morales KB, Park JN, McKenzie M, Marshall BDL, Green TC. Acceptability of implementing community-based drug checking services for people who use drugs in three United States cities: Baltimore, Boston and Providence. Int J Drug Policy. Jun 2019;68:46-53. doi:10.1016/j.drugpo.2019.03.003 
  28. Reed MK, Guth A, Salcedo VJ, Hom JK, Rising KL. "You can't go wrong being safe": Motivations, patterns, and context surrounding use of fentanyl test strips for heroin and other drugs. Int J Drug Policy. May 2022;103:103643. doi:10.1016/j.drugpo.2022.103643

 

Authors

Weihui (Angela) Zhang, Sarah Gorry, Andrew Heck, Gail Jette, Mary Brewster, Chinazo O. Cunningham, Ashly E. Jordan

Suggested Citation

Zhang W, Gorry S, Heck A, Jette G, Brewster M, Cunningham CO, Jordan AE. Time trend analysis of drug Injection reported at substance use disorder treatment admission in New York State, 2002-2022: Addiction Data Bulletin (No. 2024-04). Oct 2024.

Printer-Friendly PDF

Contact Division of Data Management, Research and Planning

Contact us by email: