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Table 3 Characteristics of included studies

From: The impact of relaxing restrictions on take-home doses during the COVID-19 pandemic on program effectiveness and client experiences in opioid agonist treatment: a mixed methods systematic review

No

Study

Region

Aima

Study Design

Start of Data Collection

End of Data Collection

Q1 Findings (Quant.)

Q2 Findings (Qual.)

S1

Abidogun et al., 2023b [69]

United States

To explore (1) the impact of COVID-19-related changes to methadone treatment, including increased take-home doses, on patients; and (2) the experience of patients with virtual counselor meetings

Qualitative study

Mar. 2021

Jun. 2021

No

Yes

S2

Aldabergenov et al., 2022 [70]

United Kingdom (England)

To investigate methadone- and buprenorphine-related deaths in people prescribed and not prescribed OAT after the first COVID-19 lockdown and compare trends to those observed in prior years

Before-and-after study

Jan. 2016

Jun. 2020

Yes

No

S3

Amram et al., 2021 [71]

United States

To evaluate the effects of a COVID-19-related increase in methadone take-home doses on outcomes for MOUD clients

Before-and-after study

May 2019

Dec. 2020

Yes

No

S4

Bart et al., 2022 [72]

United States

To explore the impact of COVID-19-related changes to methadone take-home doses on drug use

Before-and-after study

Jul. 2019

Jul. 2020

Yes

No

S5

Conway et al., 2023 [73]

Australia

To explore how adaptations to OAT provision “impacted and responded to the risk environments of people receiving OAT during the COVID-19 pandemic” (p. 2)

Qualitative study

Aug. 2020

Dec. 2020

No

Yes

S6

Corace et al., 2022 [74]

Canada

To assess "(1) which patients received additional unsupervised doses during the pandemic; (2) the outcomes of unsupervised dosing [...]; and (3) patients' and prescribers' experiences with changes in OAT care delivery" (p. 2)

Cross-sectional study

Aug. 2020

Sept. 2020

Yes

No

S7

Cunningham et al., 2022 [75]

United States

To understand how COVID-19-related changes in health care policies and health care delivery impacted buprenorphine treatment outcomes

Cohort study

Mar. 2019

Dec. 2020

Yes

No

S8

Ezie et al., 2022 [76]

United States

To investigate changes in medication adherence, illicit substance use, rates of infection, and mortality following SAMHSA's relaxation of take-home guidelines for methadone treatment

Before-and-after study

Dec. 2019

Jun. 2020

Yes

No

S9

Farid et al., 2022 [77]

Bangladesh

NR

Before-and-after study

Jul. 2019

Mar. 2021

Yes

No

S10

Gage et al., 2022 [78]

Online community (Reddit)

"to investigate the lived experience of PWUD during the COVID-19 pandemic" (p. 1505)

Qualitative study

Mar. 2020

Jun. 2020

No

Yes

S11

Garg et al., 2022 [79]

Canada

To investigate the impact of COVID-19, [including the] subsequent change in OAT guidance, on OAT discontinuation" (p. 2)

Time series study

Apr. 2019

Nov. 2020

Yes

No

S12

Gittins et al., 2022 [80]

United Kingdom (England)

To explore over-the-counter and prescription drug misuse among SMS [substance misuse services] clients during COVID-19

Mixed methods (qualitative/cross-sectional)

Aug. 2020

Aug. 2021

No

Yes

S13

Gomes et al., 2022 [81]

Canada

"to evaluate whether increased access to take-home doses of OAT related to pandemic specific guidance was associated with changes in treatment retention and opioid-related harms" (p. 847)

Cohort study

Feb. 2020

NR

Yes

No

S14

Harris et al., 2022 [82]

United States

"to explore how the COVID-19 pandemic impacted MOUD and addiction service experiences." (p. 2)

Qualitative study

Aug. 2020

Oct. 2020

No

Yes

S15

Hoffman et al., 2022 [83]

United States

"to assess patients' responses to the enhanced access to take-home methadone" (p.2)

Mixed methods (qualitative/before-and-after)

Sept. 2019

Dec. 2020

Yes

Yes

S16

Javakhishvili et al., 2021 [84]

Western Georgia (Eurasia)

To study treatment satisfaction and quality of life among people in opioid substitution therapy (OST) programs in western Georgia [during the COVID-19 pandemic]

Mixed methods (qualitative/cross-sectional)

NR; data collection "during pandemic"

NR; data collection "during pandemic"

Yes

Yes

S17

Joseph et al., 2021 [85]

United States

The original research presented in this commentary was conducted "to ascertain outcomes" of new approach to take-home dosing following SAMHSA's relaxation of take-home guidelines for methadone treatment

Before-and-after study

Jan. 2020

May 2020

Yes

No

S18

Kesten et al., 2021 [86]

United Kingdom

To understand how people who inject drugs experienced COVID-19-related public health measures and changes to opioid substitution treatment and harm reduction services

Qualitative study

Jun. 2020

Aug. 2020

No

Yes

S19

Krawczyk et al., 2021 [87]

Online community (Reddit)

To explore views on the impact of the COVID-19 pandemic on various aspects of treatment for opioid use disorder

Qualitative study

Mar. 2020

NR

No

Yes

S20

Levander et al., 2021 [88]

United States

To investigate patients' perceptions of the impact of COVID-19-related changes to take-home methadone policies and to investigate how these changes affected treatment access, recovery, and mental health support for rural patients

Qualitative study

Aug. 2020

Jan. 2021

No

Yes

S21

Liddell et al., 2021 [89]

United Kingdom (Scotland)

"to provide a baseline of current MAT [medication-assisted treatment] provision, prior to implementation [of new treatment standards], from the perspective of people currently in treatment" (p. 6). [Includes experiences with increased take-home doses during the pandemic]

Mixed methods (qualitative/cross-sectional)

Dec. 2020

May 2021

No

Yes

S22

Lintzeris et al., 2022 [90]

Australia

To describe COVID-19-related changes to OAT service delivery and to examine changes in patient outcomes following the implementation of the changes

Before-and-after study

Dec. 2019

Sept. 2020

Yes

No

S23

May et al., 2022 [91]

United Kingdom

To "[investigate] the longer-term impacts of the pandemic on the health and wellbeing [...] of PWID, as well as their experiences of treatment changes from the perspectives of both PWID and service providers" (p. 2)

Qualitative study

May 2021

Sep. 2021

No

Yes

S24

Meyerson et al., 2022 [92]

United States

"To understand patient experience of federal regulatory changes governing methadone and buprenorphine (MOUD) access in Arizona during the COVID-19 pandemic" (p. 1)

Qualitative study

Aug. 2021

Oct. 2021

No

Yes

S25

Morin et al., 2021 [93]

Canada

"to present a Canadian perspective on increased fentanyl positive urine drug screen results among OAT patients during the COVID-19 pandemic." (p. 2)

Time series study

Jan. 2020

Sept. 2020

Yes

No

S26

Nguyen et al., 2021c [94]

United States

"to understand the impact of the expanded eligibility for take-home MOUD dosing, including benefits and unintended consequences" (p. 3)

Mixed methods (qualitative/before-and-after and cohort data)

Jan. 2019

Dec. 2020

Yes

Nob

S27

Nobles et al., 2021 [95]

Online community (Reddit)

To address the knowledge gap around "the perspectives and experiences of OTP [opioid treatment program] patients during the COVID-19 pandemic [...] we qualitatively examine self-reported impacts to the delivery of MMT." (p. 2135)

Qualitative study

Jan. 2020

Sept. 2020

No

Yes

S28

Parkes et al., 2021 [96]

United Kingdom (Scotland)

To explore how program staff and PWLLE have experienced COVID-19 related changes to services for people experiencing homelessness and problem substance use

Qualitative study

Apr. 2020

Aug. 2020

No

Yes

S29

Pilarinos et al., 2022 [97]

Canada

"to identify policy related factors that can be addressed to improve OAT experiences and outcomes among young people, and we provide new insights into how OAT programming can be optimized to meet young peoples' needs and goals." (p. 2). [Includes experiences with COVID-19-related changes to take-home dosing]

Qualitative study

Jan. 2018

Aug. 2020

No

Yes

S30

Rosic et al., 2022 [98]

Canada

"1. To determine whether opioid use increased, decreased, or remained unchanged during the COVID-19 pandemic for patients already enrolled in MAT; 2. To explore factors associated with a change in the percentage of opioid-positive urine drug screens (UDSs) for patients followed both before and during the COVID-19 pandemic." (p. e258)

Before-and-after study

Jun. 2019

Nov. 2020

Yes

No

S31

Roy et al., 2023 [99]

United States

To evaluate "national changes in buprenorphine access as a result of COVID-19-related prescribing guideline changes up to one-year post-initial-pandemic period" (p. 2)

Time series study

Feb. 2019

Apr. 2021

Yes

No

S32

Russell et al., 2021 [100]

Canada

"to understand how service disruptions during COVID-19 may have affected PWUD" (p. 2)

Qualitative study

May 2020

Jul. 2020

No

Yes

S33

Schofield et al., 2022 [101]

United Kingdom (Scotland)

To explore "the impacts of COVID-19 related changes on the availability and uptake of health and care services, particularly harm reduction, treatment, recovery, and general healthcare services, among PWUD in Scotland during the pandemic" (p. 2)

Qualitative study

May 2020

Nov. 2020

No

Yes

S34

Scott et al., 2023 [102]

United Kingdom (England)

To investigate how people with OUD experienced changes to substance use treatment during COVID-19 and to explore their views on improving OAT delivery

Qualitative study

NR

NR

No

Yes

S35

Suen et al., 2022/Wyatt et al., 2022 [104]

United States

"to describe the MOUD treatment experiences of patients and providers at an OTP [opioid treatment program] in San Francisco, California, to inform [post-COVID-19] research and policy" (p. 1148)

Qualitative study

Aug. 2020

Nov. 2020

No

Yes

S36

University of Bath et al., 2020, 2021 [106]

England

"to understand how people in receipt of OST [opioid substitution treatment] in rural areas have experienced the pandemic changes [to treatment]." (p. 2)

Qualitative study

NR

Mar. 2021

No

Yes

S37

Vicknasingam et al., 2021 [107]

Malaysia

To evaluate how people who use drugs and service providers adapted to and coped with COVID-19-related public health measures and associated changes to treatment

Qualitative study with before-and-after quantitative data

Dec. 2019

Aug. 2020

Yes

Yes

S38

Walters et al., 2022 [108]

United States

To examine how COVID-19 and COVID-19 mitigation strategies "affected the lives of people who use drugs in relation to MOUD" (p. 1145)

Qualitative study

Jun. 2020

Oct. 2020

No

Yes

S39

Watson et al., 2022 [109]

United States

"[to investigate] how individuals with OUD understood and navigated treatment and their personal recoveries during the COVID-19 pandemic" (p. 2)

Qualitative study

Sept. 2020

Jan. 2021

No

Yes

S40

Zhen-Duan et al., 2022 [110]

United States

"to understand (1) how the COVID-19 pandemic impacted low-income individuals with SUD [substance use disorder] and (2) how people adjusted to SUD treatment changes during stay-at-home orders in NYC [New York City]" (p. 1105)

Qualitative study

Apr. 2020

Jun. 2020

No

Yes

  1. aAcronyms: MMT methadone maintenance treatment, MOUD medication for opioid use disorder, NR not reported, OAT opioid agonist treatment, OUD opioid use disorder, PWID people who inject drugs, PWLLE people with lived and living experience [of substance use], PWUD people who use drugs, SAMHSA Substance Abuse and Mental Health Administration
  2. bQualitative findings were extracted from a preprint version of this manuscript. Comparison with the peer-reviewed publication showed no appreciable changes to the data extracted for this review
  3. cQualitative findings from this mixed-methods preprint were later published in peer-reviewed form (Suen et al., 2022/Wyatt et al., 2022) and were therefore not extracted from the preprint