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<?covid-19-tdm?>
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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JPH</journal-id>
      <journal-id journal-id-type="nlm-ta">JMIR Public Health Surveill</journal-id>
      <journal-title>JMIR Public Health and Surveillance</journal-title>
      <issn pub-type="epub">2369-2960</issn>
      <publisher>
        <publisher-name>JMIR Publications</publisher-name>
        <publisher-loc>Toronto, Canada</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">v9i1e38163</article-id>
      <article-id pub-id-type="pmid">36265162</article-id>
      <article-id pub-id-type="doi">10.2196/38163</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Original Paper</subject>
        </subj-group>
        <subj-group subj-group-type="article-type">
          <subject>Original Paper</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Substance Use From Social Distancing and Isolation by US Nativity During the Time of COVID-19: Cross-sectional Study</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Mavragani</surname>
            <given-names>Amaryllis</given-names>
          </name>
        </contrib>
        <contrib contrib-type="editor">
          <name>
            <surname>Eysenbach</surname>
            <given-names>Gunther</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Smith</surname>
            <given-names>Douglas</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>De Boni</surname>
            <given-names>Raquel</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib id="contrib1" contrib-type="author" corresp="yes" equal-contrib="yes">
          <name name-style="western">
            <surname>Montiel Ishino</surname>
            <given-names>Francisco Alejandro</given-names>
          </name>
          <degrees>MPH, CPH, PhD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <address>
            <institution>Division of Intramural Research</institution>
            <institution>National Institute of Environmental Health Sciences</institution>
            <institution>National Institutes of Health</institution>
            <addr-line>111 TW Alexander Dr</addr-line>
            <addr-line>Durham, NC, 27709</addr-line>
            <country>United States</country>
            <phone>1 6143643314</phone>
            <email>francisco.montielishino@nih.gov</email>
          </address>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-2837-726X</ext-link>
        </contrib>
        <contrib id="contrib2" contrib-type="author" equal-contrib="yes">
          <name name-style="western">
            <surname>Villalobos</surname>
            <given-names>Kevin</given-names>
          </name>
          <degrees>BS</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-1872-4416</ext-link>
        </contrib>
        <contrib id="contrib3" contrib-type="author" equal-contrib="yes">
          <name name-style="western">
            <surname>Williams</surname>
            <given-names>Faustine</given-names>
          </name>
          <degrees>MPH, MS, PhD</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-7960-2463</ext-link>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <label>1</label>
        <institution>Division of Intramural Research</institution>
        <institution>National Institute of Environmental Health Sciences</institution>
        <institution>National Institutes of Health</institution>
        <addr-line>Durham, NC</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff2">
        <label>2</label>
        <institution>Division of Intramural Research</institution>
        <institution>National Institute on Minority Health and Health Disparities</institution>
        <institution>National Institutes of Health</institution>
        <addr-line>Bethesda, MD</addr-line>
        <country>United States</country>
      </aff>
      <author-notes>
        <corresp>Corresponding Author: Francisco Alejandro Montiel Ishino <email>francisco.montielishino@nih.gov</email></corresp>
      </author-notes>
      <pub-date pub-type="collection">
        <year>2023</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>17</day>
        <month>2</month>
        <year>2023</year>
      </pub-date>
      <volume>9</volume>
      <elocation-id>e38163</elocation-id>
      <history>
        <date date-type="received">
          <day>21</day>
          <month>3</month>
          <year>2022</year>
        </date>
        <date date-type="rev-request">
          <day>25</day>
          <month>7</month>
          <year>2022</year>
        </date>
        <date date-type="rev-recd">
          <day>17</day>
          <month>8</month>
          <year>2022</year>
        </date>
        <date date-type="accepted">
          <day>18</day>
          <month>10</month>
          <year>2022</year>
        </date>
      </history>
      <copyright-statement>©Francisco Alejandro Montiel Ishino, Kevin Villalobos, Faustine Williams. Originally published in JMIR Public Health and Surveillance (https://publichealth.jmir.org), 17.02.2023.</copyright-statement>
      <copyright-year>2023</copyright-year>
      <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
        <p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Public Health and Surveillance, is properly cited. The complete bibliographic information, a link to the original publication on https://publichealth.jmir.org, as well as this copyright and license information must be included.</p>
      </license>
      <self-uri xlink:href="https://publichealth.jmir.org/2023/1/e38163" xlink:type="simple"/>
      <abstract>
        <sec sec-type="background">
          <title>Background</title>
          <p>The COVID-19 pandemic had many unprecedented secondary outcomes resulting in various mental health issues leading to substance use as a coping behavior. The extent of changes in substance use in a US sample by nativity has not been previously described.</p>
        </sec>
        <sec sec-type="objective">
          <title>Objective</title>
          <p>This study aimed to design a web-based survey to assess the social distancing and isolation issues exacerbated by the COVID-19 pandemic to describe substance use as a coping behavior by comparing substance use changes before and during the pandemic.</p>
        </sec>
        <sec sec-type="methods">
          <title>Methods</title>
          <p>A comprehensive 116-item survey was designed to understand the impact of COVID-19 and social distancing on physical and psychosocial mental health and chronic diseases. Approximately 10,000 web-based surveys were distributed by Qualtrics LLC between May 13, 2021, and January 09, 2022, across the United States (ie, continental United States, Hawaii, Alaska, and territories) to adults aged ≥18 years. We oversampled low-income and rural adults among non-Hispanic White, non-Hispanic Black, Hispanic or Latino, and foreign-born participants. Of the 5938 surveys returned, 5413 (91.16%) surveys were used after proprietary expert review fraud detection (Qualtrics) and detailed assessments of the completion rate and the timing to complete the survey. Participant demographics, substance use coping behaviors, and substance use before and during the pandemic are described by the overall US resident sample, followed by US-born and foreign-born self-reports. Substance use included the use of tobacco, e-cigarettes or nicotine vapes, alcohol, marijuana, and other illicit substances. Marginal homogeneity based on the Stuart-Maxwell test was used to assess changes in self-reported substance use before and during the pandemic.</p>
        </sec>
        <sec sec-type="results">
          <title>Results</title>
          <p>The sample mostly included White (2182/5413, 40.31%) and women participants (3369/5406, 62.32%) who identified as straight or heterosexual (4805/5406, 88.88%), reported making ≥US $75,000 (1405/5355, 26.23%), and had vocational or technical training (1746/5404, 32.31%). Similarities were observed between the US-born and the foreign-born participants on increased alcohol consumption: from no alcohol consumption before the pandemic to consuming alcohol once to several times a month and from once to several times per week to every day to several times per day. Although significant changes were observed from no prior alcohol use to some level of increased use, the opposite was also observed and was more pronounced among foreign-born participants. That is, there was a 5.1% overall change in some level of alcohol use before the pandemic to no alcohol use during the pandemic among foreign-born individuals, compared with a 4.3% change among US-born individuals.</p>
        </sec>
        <sec sec-type="conclusions">
          <title>Conclusions</title>
          <p>To better prepare for the inadvertent effects of public health policies meant to protect individuals, we must understand the mental health burdens that can precipitate into substance use coping mechanisms that not only have a deleterious effect on physical and mental health but also exacerbate morbidity and mortality in a disease like COVID-19.</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>substance use</kwd>
        <kwd>COVID-19</kwd>
        <kwd>US nativity</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="introduction">
      <title>Introduction</title>
      <sec>
        <title>Background</title>
        <p>The COVID-19 pandemic, as of March 2022, has &#62;456 million recorded cases and 6 million reported deaths worldwide [<xref ref-type="bibr" rid="ref1">1</xref>]. Although COVID-19 is caused by SARS-CoV-2, increased morbidity and mortality are associated with multiple direct and indirect social, physiological, and environmental factors [<xref ref-type="bibr" rid="ref2">2</xref>,<xref ref-type="bibr" rid="ref3">3</xref>]. There were, however, indirect health effects of the pandemic that affected mental health [<xref ref-type="bibr" rid="ref4">4</xref>] and exacerbated maladaptive coping mechanisms such as substance use [<xref ref-type="bibr" rid="ref5">5</xref>,<xref ref-type="bibr" rid="ref6">6</xref>].</p>
        <p>Coping strategies provide the ability to manage external and internal demands, given an individual’s resources [<xref ref-type="bibr" rid="ref7">7</xref>]. When demands are exceeded owing to high levels of physiological and psychological stress, as observed during the COVID-19 pandemic, it can lead to the adoption of maladaptive coping behaviors [<xref ref-type="bibr" rid="ref8">8</xref>,<xref ref-type="bibr" rid="ref9">9</xref>]. As such, mental health issues were exacerbated by multiple social and environmental stressors, social distancing, and isolation during the COVID-19 pandemic that in turn affected coping mechanisms leading to changes in substance use patterns [<xref ref-type="bibr" rid="ref10">10</xref>,<xref ref-type="bibr" rid="ref11">11</xref>].</p>
        <p>Statistics for June 2020, when compared with 2019, as reported by the Centers for Disease Control and Prevention [<xref ref-type="bibr" rid="ref5">5</xref>], show that 13% of US adults aged ≥18 years started or increased substance use to cope with stress from the COVID-19 pandemic. Reports of increased use were found for both licit and illicit substances [<xref ref-type="bibr" rid="ref12">12</xref>,<xref ref-type="bibr" rid="ref13">13</xref>] such as alcohol [<xref ref-type="bibr" rid="ref14">14</xref>] and opioids [<xref ref-type="bibr" rid="ref15">15</xref>], respectively. There were also mixed findings regarding the use of substances such as tobacco [<xref ref-type="bibr" rid="ref16">16</xref>-<xref ref-type="bibr" rid="ref18">18</xref>] and marijuana [<xref ref-type="bibr" rid="ref19">19</xref>] as well as their respective methods of use through vaping [<xref ref-type="bibr" rid="ref13">13</xref>,<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref21">21</xref>]. Moreover, using licit and illicit substances can cause increased morbidity and mortality, especially when considering the physiological effects of COVID-19, in addition to worsening mental health [<xref ref-type="bibr" rid="ref5">5</xref>].</p>
        <p>The effects of social distancing and isolation early in the pandemic were compounded by multiple issues associated with access to health, mental health, and related telehealth services [<xref ref-type="bibr" rid="ref22">22</xref>]. Multiple deficits and barriers to mental health services, especially among underserved and underrepresented communities, precipitated health care access and treatment disparities [<xref ref-type="bibr" rid="ref6">6</xref>,<xref ref-type="bibr" rid="ref10">10</xref>,<xref ref-type="bibr" rid="ref23">23</xref>]. These deficits and barriers were then exacerbated by the COVID-19 pandemic and may have led to substance use as a prevalent coping mechanism during a period when substance treatment options were already limited [<xref ref-type="bibr" rid="ref10">10</xref>,<xref ref-type="bibr" rid="ref22">22</xref>,<xref ref-type="bibr" rid="ref23">23</xref>]. Nonetheless, studies on substance use as a coping strategy during the COVID-19 pandemic are limited.</p>
      </sec>
      <sec>
        <title>Objectives</title>
        <p>Further research is needed to understand the multiple and varying sociodemographic and socioeconomic factors to fill this gap. In addition, there is a critical need to include both US-born and foreign-born individuals in substance use research during the COVID-19 pandemic as these studies are still limited. A limited number of studies have reported mixed findings, that is, increased and decreased substance use during the pandemic [<xref ref-type="bibr" rid="ref24">24</xref>,<xref ref-type="bibr" rid="ref25">25</xref>]. Nevertheless, the psychological effects of substance use may be detrimental and synergize disparities among racial and ethnic foreign-born minorities [<xref ref-type="bibr" rid="ref24">24</xref>,<xref ref-type="bibr" rid="ref26">26</xref>,<xref ref-type="bibr" rid="ref27">27</xref>]. As such, our purpose was to describe substance use as a coping mechanism to COVID-19–induced social distancing and isolation by comparing substance use before and during the pandemic by US-born and foreign-born individuals.</p>
      </sec>
    </sec>
    <sec sec-type="methods">
      <title>Methods</title>
      <sec>
        <title>Overview</title>
        <p>Our study <italic>Understanding the Impact of the Novel Coronavirus (COVID-19) and Social Distancing on Physical and Psychosocial (Mental) Health and Chronic Diseases</italic> created a comprehensive 116-item web-based survey that was nationally distributed in the United States. The survey modules included (1) general health status; (2) COVID-19 symptoms, testing, and prevention; (3) chronic illness management; (4) social distancing; (5) mental health; (6) pandemic economic impact; (7) discrimination; and (8) sociodemographics.</p>
        <p>The target population comprised adults aged ≥18 years residing in the United States. The US resident sample included both US-born and foreign-born participants. Qualtrics LLC was contracted to facilitate the recruitment and distribution of the web-based survey to both US-born and foreign-born racial and ethnic groups. The US-born racial and ethnic groups included Hispanic or Latino, White, Black, Asian, American Indian and Alaskan Native, and Native Hawaiian and Pacific Islander participants. Foreign-born racial and ethnic groups included African, Middle Eastern, Hispanic or Latino, and Asian participants. Qualtrics then used proprietary consumer panels to randomly sample White participants that matched demographic characteristics with other racial and ethnic groups. We oversampled adults with low income (&#60;US $25,000 annual household income) who resided in rural areas (self-reported and cross-referenced with zip codes already collected by Qualtrics) among non-Hispanic White, non-Hispanic Black, Hispanic, and foreign-born participants. The survey was available only in English.</p>
        <p>A total of 10,000 surveys were distributed between May 13, 2021, and January 09, 2022. The initial surveys received by Qualtrics were assessed via expert review fraud detection to prevent multiple submissions and detect “bots” to protect the integrity of the data. After the assessment, 5938 surveys were received by the research team from Qualtrics. Information Management Services, Inc, a research support firm that provides analytic services, was given the task to clean and manage the deidentified survey data.</p>
        <p>To improve study integrity, initial data cleaning by the Information Management Services included flagging surveys based on the completion rate and the timing to complete the survey. Participants were flagged and removed from the analysis if they completed &#60;80% of the survey based on 102 questions after accounting for skip pattern items or took &#60;5 minutes to complete the survey. In total, 125 surveys were removed at this stage, giving us 5813. Our study ended with a total of 5413 surveys based on the completed responses in the social distancing module of the <italic>Understanding the Impact of the Novel Coronavirus (COVID-19) and Social Distancing on Physical and Psychosocial (Mental) Health and Chronic Diseases</italic> survey. The survey can be requested from the principal investigator, Faustine Williams, PhD, MPH, MS, from the National Institute on Minority Health and Health Disparities of the National Institutes of Health (NIH) in Bethesda, Maryland.</p>
      </sec>
      <sec>
        <title>Ethical Considerations</title>
        <p>Qualtrics recruited study participants, and web-based informed consent was provided before the survey. Participants were asked to participate in a voluntary research study titled <italic>Understanding the Impact of the Novel Coronavirus (COVID-19) and Social Distancing on Physical and Psychosocial (Mental) Health and Chronic Diseases</italic> conducted by Faustine Williams. If they chose to participate in the study, they were assured that their responses would be kept confidential. Participants were reminded that the study was voluntary; as such, they could change their minds at any time after starting the survey and opt out with no fear of repercussions. Participants could skip any questions that they did not want to answer. All answers were kept confidential, and Qualtrics assured the participants that no personal identifiers would be shared with the National Institute on Minority Health and Health Disparities research team. Participants were to receive an incentive of a US $10 gift card after the completion of their survey, which would take approximately 30 minutes of their time. At the end of the survey, participants were also asked if they would be interested in participating in another follow-up survey. Then, Qualtrics would follow-up with those who responded that they were interested. Participants were provided the contact information of the principal investigator (Faustine Williams) as well as the phone number of the NIH Institutional Review Board.</p>
        <p>The research protocol for this study was reviewed by the NIH, Intramural Research Program Institutional Review Board, Human Research Protection Program, and Office of Human Subjects Research Protections and received an exemption on December 23, 2020 (IRB#000308). The NIH, Intramural Research Program Institutional Review Board, Human Research Protection Program, and Office of Human Subjects Research Protections determined that our protocol did not involve human participants and was excluded from the institutional review board review.</p>
      </sec>
      <sec>
        <title>Descriptors</title>
        <sec>
          <title>Sociodemographic Variables</title>
          <p>All sociodemographic items were self-reported and allowed for either the selection of multiple categories or provided a free response if they selected a blank or other category. Nativity was categorized by country of birth as either US born or foreign born. US-born nativity was based on respondents’ self-reported births in the 48 contiguous states, Washington, the District of Columbia, Alaska, Hawaii, and other US territories such as Puerto Rico. Foreign-born nativity was based on respondents’ self-reported births occurring in another country outside the United States based on the US birth classification. Racial and ethnic categories included selecting ≥1 of the following options: White, Black or African American, Asian, American Indian or Alaskan Native, Hawaiian or Pacific Islander, African, Middle Eastern, and multiracial or multiethnic. If respondents selected ≥2 racial or ethnic groups, they were classified as multiracial and multiethnic. Gender categories included men, women, nonbinary, transgender people, and others. Sexual orientation included straight or heterosexual, lesbian, gay, bisexual, and other. The lesbian and gay categories were combined. Age was self-reported starting from 18 to ≥85 years. Age categories were then constructed as follows: 18 to 35 years, 36 to 55 years, and 56 to ≥85 years. Annual household income was reported as &#60;US $25,000, US $25,000 to US $34,999, US $35,000 to US $49,999, US $50,000 to US $74,999, and US ≥$75,000. Educational attainment was categorized by self-reported highest schooling that included (1) less than high school or General Language Development (ie, did not attend school; elementary education, 6 years or less; more than elementary to junior high school; or some high school), (2) high school diploma or General Language Development, (3) some college or vocational or technical schooling, (4) bachelor’s degree, and (5) master’s degree or above (ie, master’s degree or doctoral, professional, or postgraduate degree). Employment status was assessed using multiple survey items. Current employment (ie, employed, self-employed, unpaid or voluntary work, apprenticeship or vocational training, disabled, caretaker or looking after family or home, in school, retired, or unemployed) and if considered an essential worker (ie, no or yes). Unemployed or nontraditional work was categorized as being disabled, a caretaker or looking after family or home, in school, retired, or unemployed. Nonessential workers were categorized as not considered an essential worker and employed, self-employed, unpaid or voluntary work, or apprenticeship or vocational training. Essential workers were categorized as being considered an essential worker and employed, self-employed, unpaid or voluntary work, or apprenticeship or vocational training.</p>
        </sec>
        <sec>
          <title>Substance Use</title>
          <p>Coping behaviors for social distancing and isolation during the COVID-19 pandemic were assessed by asking questions regarding substance use in the social distancing module of the survey. Questions specific to exclusively using the following substances to cope were used: cigarettes or vaping, increased alcohol use, marijuana use, and illicit substance use. To assess cases of substance use during the pandemic, we asked “During the past month, how often did you” (1) smoke cigarettes or other tobacco products for tobacco use, (2) smoke e-cigarettes or other nicotine vaping products, (3) have a drink containing alcohol for alcohol use, (4) use marijuana, and (5) use illicit drugs. Illicit drugs were defined as other substances that were not previously listed (ie, tobacco, nicotine, alcohol, or marijuana) and could include but not be limited to opiates, hallucinogens, cocaine, or amphetamines. A follow-up control question was used for each aforementioned question category that asked, “Compared to before the pandemic, this is or was... .” Responses to each question had the following levels: not at all, once during the month, several times a month, once a week, several times a week, almost every day or every day, and several times a day. Responses were collapsed to (1) not at all, (2) once to several times per month, (3) once to several times per week, and (4) every day to several times per day.</p>
        </sec>
      </sec>
      <sec>
        <title>Analytic Procedure</title>
        <p>Descriptive statistics of survey sample sociodemographics and substance use behaviors during the COVID-19 pandemic were assessed by the nativity of respondents, that is, US born and foreign born. Descriptives for the overall survey sample before and during the pandemic were assessed, followed by a more detailed assessment by nativity. A Stuart-Maxwell test was used to examine whether substance use before the COVID-19 pandemic was equal to substance use during the pandemic among survey respondents. If significant differences were found in substance use, we tested for differences based on participant self-reported nativity. The Stuart-Maxwell test is an ideal nonparametric test to examine asymptotic symmetry and marginal homogeneity on matched-pair controls (ie, before the COVID-19 pandemic) and cases (ie, during the COVID-19 pandemic) with various discrete levels of substance use (ie, not at all, once several times per month, once to several times per week, and every day to several times per day). All analytical procedures were conducted using Stata/MP (version 16.1; StataCorp LLC). All analytical files are available upon reasonable request.</p>
      </sec>
    </sec>
    <sec sec-type="results">
      <title>Results</title>
      <sec>
        <title>Overview</title>
        <p>The overall sample was primarily racially and ethnically White, Black or African American, and Hispanic or Latin. Most of the participants self-reported as women (3369/5406, 62.32%); were straight or heterosexual (4805/5406, 88.88%); had a household annual income of US ≥$75,000 (1405/5355, 26.23%); had some college, vocational, or technical training (1746/5404, 32.31%); and were unemployed or participated in nontraditional work (2401/5405, 44.42%). The age of the sample was between 18 and 35 years (1839/5119, 35.92%) and 36 and 55 years (1971/5119, 38.5%). The sample self-reported primarily using the following substances in the following order based on proportion: marijuana use (109/5404, 2.02%), increased alcohol use (87/5404, 1.61%), e-cigarette or nicotine vape (83/5404, 1.54%), and illicit substance use (24/5404, 0.44%). A more detailed breakdown of the sociodemographic profiles and substance use by nativity is shown in <xref ref-type="table" rid="table1">Table 1</xref>.</p>
        <p><xref ref-type="table" rid="table2">Table 2</xref> describes substance use before and during the COVID-19 pandemic for the overall sample. Most of the participants who reported substance use before the COVID-19 pandemic used tobacco every day to several times per day (940/5130, 18.32%), e-cigarettes or nicotine vapes once to several times per month (366/5130, 7.13%), alcohol once to several times per month (1563/5130, 30.47%), marijuana every day to several times per day (471/5130, 9.18%), and other illicit substances once to several times per month (225/5130, 4.38%). During the COVID-19 pandemic, the same participants used tobacco every day to several times per day (664/3802, 17.46%), e-cigarettes or nicotine vapes once to several times per week (269/3802, 7.07%), alcohol once to several times per month (1051/3802, 27.64%), marijuana every day to several times per day (336/3802, 8.84%), and other illicit substances once to several times per week (148/3802, 3.89%).</p>
        <p>In <xref ref-type="table" rid="table3">Table 3</xref>, we describe substance use before and during the COVID-19 pandemic by US-born and foreign-born individuals. If reporting substance use before the COVID-19 pandemic, the US-born sample primarily reported use of tobacco every day to several times per day (846/3903, 21.68%), e-cigarettes or nicotine vapes once to several times per week (298/3889, 7.66%), alcohol once to several times per month (1207/3903, 30.92%), marijuana every day to several times per day (420/3873, 10.84%), and other illicit substances once to several times per week (196/3887, 5.04%). The same US-born sample during the COVID-19 pandemic, if reporting substance use, used tobacco every day to several times per day (600/2912, 20.60%), e-cigarettes or nicotine vapes once to several times per week (231/2899, 7.97%), alcohol once to several times per month (812/2921, 27.80%), marijuana every day to several times per day (300/2901, 10.34%), and other illicit substances once to several times per week (131/2896, 4.52%).</p>
        <p>The foreign-born sample’s substance use before the COVID-19 pandemic indicated tobacco use every day to several times per day (94/1179, 7.97%), e-cigarettes or nicotine vapes once to several times per month (75/1176, 6.38%), alcohol once to several times per month (356/1187, 29.99%), marijuana once to several times per month (62/1170, 5.3%), and other illicit substances once to several times per month (44/1180, 3.73%). The same foreign-born sample during the COVID-19 pandemic, if reporting substance use, used tobacco every day to several times per day (67/860, 7.79%), e-cigarettes or nicotine vapes once to several times per week (39/857, 4.55%), alcohol once to several times per month (242/860, 28.14%), marijuana once to several times per month (41/855, 4.79%), and other illicit substances once to several times per month (24/852, 2.82%).</p>
        <table-wrap position="float" id="table1">
          <label>Table 1</label>
          <caption>
            <p>Sample descriptives.</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="30"/>
            <col width="320"/>
            <col width="210"/>
            <col width="240"/>
            <col width="200"/>
            <thead>
              <tr valign="top">
                <td colspan="2">Participant characteristics</td>
                <td>US born (n=4166), n (%)</td>
                <td>Foreign born (n=1247), n (%)</td>
                <td>Total (n=5413), n (%)</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td colspan="5">
                  <bold>Race and ethnicity (n=5413)</bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>White</td>
                <td>2053 (49.28)</td>
                <td>129 (10.34)</td>
                <td>2182 (40.31)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Black or African American</td>
                <td>1024 (24.58)</td>
                <td>181 (14.51)</td>
                <td>1205 (22.26)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Hispanic or Latino</td>
                <td>551 (13.23)</td>
                <td>435 (34.88)</td>
                <td>986 (18.22)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Asian</td>
                <td>217 (5.21)</td>
                <td>338 (27.11)</td>
                <td>555 (10.25)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>American Indian or Alaska Native</td>
                <td>137 (3.29)</td>
                <td>8 (0.64)</td>
                <td>145 (2.68)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Hawaiian or Pacific Islander</td>
                <td>47 (1.13)</td>
                <td>14 (1.12)</td>
                <td>61 (1.13)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>African</td>
                <td>28 (0.67)</td>
                <td>26 (2.09)</td>
                <td>54 (1)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Middle Eastern</td>
                <td>7 (0.17)</td>
                <td>21 (1.68)</td>
                <td>28 (0.52)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Multiracial or multiethnic</td>
                <td>102 (2.45)</td>
                <td>95 (7.62)</td>
                <td>197 (3.64)</td>
              </tr>
              <tr valign="top">
                <td colspan="5">
                  <bold>Gender</bold>
                  <bold>(n=5406)</bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Man </td>
                <td>1493 (35.88)</td>
                <td>412 (33.09)</td>
                <td>1905 (35.24)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Woman</td>
                <td>2589 (62.22)</td>
                <td>780 (62.65)</td>
                <td>3369 (62.32)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Nonbinary</td>
                <td>17 (0.41)</td>
                <td>24 (1.93)</td>
                <td>41 (0.76)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Transgender people</td>
                <td>10 (0.24)</td>
                <td>8 (0.64)</td>
                <td>18 (0.33)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Other</td>
                <td>52 (1.25)</td>
                <td>21 (1.69)</td>
                <td>73 (1.35)</td>
              </tr>
              <tr valign="top">
                <td colspan="5">
                  <bold>Sexual orientation (n=5382)</bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Straight or heterosexual </td>
                <td>3728 (89.96)</td>
                <td>1077 (87)</td>
                <td>4805 (89.28)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Lesbian or gay </td>
                <td>148 (3.57)</td>
                <td>49 (3.96)</td>
                <td>197 (3.66)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Bisexual </td>
                <td>226 (5.45)</td>
                <td>83 (6.7)</td>
                <td>309 (5.74)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Other </td>
                <td>42 (1.01)</td>
                <td>29 (2.34)</td>
                <td>71 (1.32)</td>
              </tr>
              <tr valign="top">
                <td colspan="5">
                  <bold>Age (years; n=5119)</bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>18 to 35</td>
                <td>1417 (35.5)</td>
                <td>476 (42.24)</td>
                <td>1893 (36.98)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>36 to 55</td>
                <td>1579 (39.55)</td>
                <td>392 (34.78)</td>
                <td>1971 (38.5)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>56 to ≥85</td>
                <td>996 (24.95)</td>
                <td>259 (22.98)</td>
                <td>1255 (24.52)</td>
              </tr>
              <tr valign="top">
                <td colspan="5">
                  <bold>Household</bold>
                  <bold>i</bold>
                  <bold>ncome (n=5355) </bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>&#60;US $25,000 </td>
                <td>1029 (24.96)</td>
                <td>274 (22.22)</td>
                <td>1303 (24.33)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>US $25,000 to $34,999 </td>
                <td>645 (15.65)</td>
                <td>174 (14.11)</td>
                <td>819 (15.29)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>US $35,000 to $49,999 </td>
                <td>638 (15.48)</td>
                <td>195 (15.82)</td>
                <td>833 (15.56)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>US $50,000 to $74,999 </td>
                <td>755 (18.32)</td>
                <td>240 (19.46)</td>
                <td>995 (18.58)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>US ≥$75,000</td>
                <td>1055 (25.59)</td>
                <td>350 (28.39)</td>
                <td>1405 (26.24)</td>
              </tr>
              <tr valign="top">
                <td colspan="5">
                  <bold>Educational</bold>
                  <bold>a</bold>
                  <bold>ttainment (n=5404) </bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Less than high school </td>
                <td>221 (5.31)</td>
                <td>99 (7.97)</td>
                <td>320 (5.92)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>High school or general education diploma </td>
                <td>1008 (24.22)</td>
                <td>237 (19.08)</td>
                <td>1245 (23.04)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Some college, vocational or technical </td>
                <td>1451 (34.86)</td>
                <td>295 (23.75)</td>
                <td>1746 (32.31)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Bachelor’s degree</td>
                <td>1031 (24.77)</td>
                <td>375 (30.19)</td>
                <td>1406 (26.02)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Master’s degree or above</td>
                <td>451 (10.84)</td>
                <td>236 (19)</td>
                <td>687 (12.71)</td>
              </tr>
              <tr valign="top">
                <td colspan="5">
                  <bold>Employment (n=5405) </bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Unemployed or nontraditional work </td>
                <td>1819 (43.7)</td>
                <td>582 (46.82)</td>
                <td>2401 (44.42)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Nonessential worker </td>
                <td>1300 (31.23)</td>
                <td>393 (31.62)</td>
                <td>1693 (31.32)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Essential worker </td>
                <td>1043 (25.06)</td>
                <td>268 (21.56)</td>
                <td>1311 (24.26)</td>
              </tr>
              <tr valign="top">
                <td colspan="5">
                  <bold>Substance use coping behaviors (n=5404)</bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Other coping behaviors </td>
                <td>3895 (93.63)</td>
                <td>1206 (96.94)</td>
                <td>5101 (94.39)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>E-cigarette or nicotine vape use </td>
                <td>75 (1.8)</td>
                <td>8 (0.64)</td>
                <td>83 (1.54)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Increased alcohol use </td>
                <td>68 (1.63)</td>
                <td>19 (1.53)</td>
                <td>87 (1.61)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Marijuana use </td>
                <td>99 (2.38)</td>
                <td>10 (0.8)</td>
                <td>109 (2.02)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Illicit substance use </td>
                <td>23 (0.55)</td>
                <td>1 (0.08)</td>
                <td>24 (0.44)</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <table-wrap position="float" id="table2">
          <label>Table 2</label>
          <caption>
            <p>Substance use before and during the COVID-19 pandemic.</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="30"/>
            <col width="260"/>
            <col width="350"/>
            <col width="360"/>
            <thead>
              <tr valign="top">
                <td colspan="2">
                  <break/>
                </td>
                <td>Before the COVID-19 pandemic (n=5130), n (%)</td>
                <td>During the COVID-19 pandemic (n=3802), n (%)</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td colspan="4">
                  <bold>Tobacco use</bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Not at all</td>
                <td>3418 (67.26)</td>
                <td>2612 (69.32)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per month</td>
                <td>366 (7.2)</td>
                <td>232 (6.16)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per week</td>
                <td>358 (7.04)</td>
                <td>260 (6.9)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Every day to several times per day</td>
                <td>940 (18.5)</td>
                <td>664 (17.62)</td>
              </tr>
              <tr valign="top">
                <td colspan="4">
                  <bold>E-cigarette or nicotine vape use</bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Not at all</td>
                <td>4017 (79.31)</td>
                <td>3028 (80.7)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per month</td>
                <td>363 (7.17)</td>
                <td>219 (5.84)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per week</td>
                <td>352 (6.95)</td>
                <td>269 (7.17)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Every day to several times per day</td>
                <td>333 (6.57)</td>
                <td>236 (6.29)</td>
              </tr>
              <tr valign="top">
                <td colspan="4">
                  <bold>Alcohol use</bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Not at all</td>
                <td>2140 (42.04)</td>
                <td>1625 (43.02)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per month</td>
                <td>1563 (30.71)</td>
                <td>1051 (27.83)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per week</td>
                <td>1083 (21.28)</td>
                <td>814 (21.55)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Every day to several times per day</td>
                <td>304 (5.97)</td>
                <td>287 (7.6)</td>
              </tr>
              <tr valign="top">
                <td colspan="4">
                  <bold>Marijuana use</bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Not at all</td>
                <td>3778 (74.92)</td>
                <td>2857 (76.15)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per month</td>
                <td>460 (9.12)</td>
                <td>313 (8.34)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per week</td>
                <td>334 (6.62)</td>
                <td>246 (6.56)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Every day to several times per day</td>
                <td>471 (9.34)</td>
                <td>336 (8.96)</td>
              </tr>
              <tr valign="top">
                <td colspan="4">
                  <bold>Illicit substance use</bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Not at all</td>
                <td>4470 (88.29)</td>
                <td>3342 (89.26)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per month</td>
                <td>225 (4.44)</td>
                <td>136 (3.63)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per week</td>
                <td>216 (4.27)</td>
                <td>148 (3.95)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Every day to several times per day</td>
                <td>152 (3)</td>
                <td>118 (3.15)</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <table-wrap position="float" id="table3">
          <label>Table 3</label>
          <caption>
            <p>Substance use before and during the COVID-19 pandemic by US-born and foreign-born participants.</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="30"/>
            <col width="210"/>
            <col width="190"/>
            <col width="190"/>
            <col width="0"/>
            <col width="190"/>
            <col width="190"/>
            <thead>
              <tr valign="top">
                <td colspan="2">
                  <break/>
                </td>
                <td colspan="3">US born (n=5130), n (%)</td>
                <td colspan="2">Foreign born (n=3802), n (%)</td>
              </tr>
              <tr valign="top">
                <td colspan="2">
                  <break/>
                </td>
                <td>Before the COVID-19 pandemic</td>
                <td>During the COVID-19 pandemic</td>
                <td colspan="2">Before the COVID-19 pandemic</td>
                <td>During the COVID-19 pandemic</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td colspan="7">
                  <bold>Tobacco use</bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Not at all</td>
                <td>2456 (62.93)</td>
                <td>1903 (65.35)</td>
                <td colspan="2">962 (81.59)</td>
                <td>710 (82.56)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per month</td>
                <td>299 (7.66)</td>
                <td>191 (6.56)</td>
                <td colspan="2">67 (5.68)</td>
                <td>41 (4.77)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per week</td>
                <td>302 (7.74)</td>
                <td>218 (7.49)</td>
                <td colspan="2">56 (4.75)</td>
                <td>42 (4.88)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Every day to several times per day</td>
                <td>846 (21.68)</td>
                <td>600 (20.6)</td>
                <td colspan="2">94 (7.97)</td>
                <td>67 (7.79)</td>
              </tr>
              <tr valign="top">
                <td colspan="7">
                  <bold>E-cigarette or nicotine vape use</bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Not at all</td>
                <td>3017 (77.58)</td>
                <td>2277 (78.54)</td>
                <td colspan="2">1000 (85.03)</td>
                <td>752 (87.75)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per month</td>
                <td>288 (7.41)</td>
                <td>183 (6.31)</td>
                <td colspan="2">75 (6.38)</td>
                <td>37 (4.32)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per week</td>
                <td>298 (7.66)</td>
                <td>231 (7.97)</td>
                <td colspan="2">54 (4.59)</td>
                <td>39 (4.55)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Every day to several times per day</td>
                <td>286 (7.35)</td>
                <td>208 (7.17)</td>
                <td colspan="2">47 (4)</td>
                <td>29 (3.38)</td>
              </tr>
              <tr valign="top">
                <td colspan="7">
                  <bold>Alcohol use</bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Not at all</td>
                <td>1554 (39.82)</td>
                <td>1190 (40.74)</td>
                <td colspan="2">586 (49.37)</td>
                <td>436 (50.7)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per month</td>
                <td>1207 (30.92)</td>
                <td>812 (27.8)</td>
                <td colspan="2">356 (29.99)</td>
                <td>242 (28.14)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per week</td>
                <td>894 (22.91)</td>
                <td>680 (23.28)</td>
                <td colspan="2">189 (15.92)</td>
                <td>134 (15.58)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Every day to several times per day</td>
                <td>248 (6.35)</td>
                <td>239 (8.18)</td>
                <td colspan="2">56 (4.72)</td>
                <td>48 (5.58)</td>
              </tr>
              <tr valign="top">
                <td colspan="7">
                  <bold>Marijuana use</bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Not at all</td>
                <td>2761 (71.29)</td>
                <td>2107 (72.63)</td>
                <td colspan="2">1017 (86.92)</td>
                <td>752 (87.95)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per month</td>
                <td>398 (10.28)</td>
                <td>273 (9.41)</td>
                <td colspan="2">62 (5.30)</td>
                <td>41 (4.8)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per week</td>
                <td>294 (7.59)</td>
                <td>221 (7.62)</td>
                <td colspan="2">40 (3.42)</td>
                <td>26 (3.04)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Every day to several times per day</td>
                <td>420 (10.84)</td>
                <td>300 (10.34)</td>
                <td colspan="2">51 (4.36)</td>
                <td>36 (4.21)</td>
              </tr>
              <tr valign="top">
                <td colspan="7">
                  <bold>Illicit substance use</bold>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Not at all</td>
                <td>3380 (86.96)</td>
                <td>2551 (88.09)</td>
                <td colspan="2">1094 (92.71)</td>
                <td>793 (93.07)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per month</td>
                <td>181 (4.66)</td>
                <td>112 (3.87)</td>
                <td colspan="2">44 (3.72)</td>
                <td>24 (2.82)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Once to several times per week</td>
                <td>196 (5.04)</td>
                <td>131 (4.52)</td>
                <td colspan="2">20 (1.69)</td>
                <td>19 (2.23)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Every day to several times per day</td>
                <td>130 (3.34)</td>
                <td>102 (3.52)</td>
                <td colspan="2">22 (1.86)</td>
                <td>16 (1.88)</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec>
        <title>Differences in Substance Use Before and During the COVID-19 Pandemic</title>
        <p>Using the Stuart-Maxwell test of asymptotic symmetry and marginal homogeneity, we found significant differences in alcohol use in the overall sample (<xref ref-type="table" rid="table4">Table 4</xref>). In <xref ref-type="table" rid="table5">Table 5</xref>, we see that the largest contribution to <italic>χ<sup>2</sup></italic> symmetry (<italic>χ<sup>2</sup></italic><sub>3</sub>=20.2) was owing to differences in no alcohol use before the COVID-19 pandemic to once to several times per month during the COVID-19 pandemic (ie, a 1.71% change) and once to several times per month before the COVID-19 pandemic to not at all during the COVID-19 pandemic (ie, a 3.37% change). The second largest contribution (<italic>χ<sup>2</sup></italic><sub>3</sub>=15.6) was observed with alcohol use once to several times per week before the COVID-19 pandemic to every day to several times per day during the COVID-19 pandemic (ie, a 2.25% change) and every day to several times per day before the COVID-19 pandemic to once to several times per week during to the COVID-19 pandemic (ie, a 1.07% change). All other substance use changes reported before and during the pandemic were not significant but can be found in <xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref>.</p>
        <p>Then, we assessed differences in substance use before and during the pandemic by nativity and found them to be significantly different between US-born and foreign-born individuals (<xref ref-type="table" rid="table5">Table 5</xref>). Among the US-born participants, the largest contribution to the symmetry <italic>χ<sup>2</sup></italic> (<italic>χ<sup>2</sup></italic><sub>3</sub>=13.3) was owing to differences in no alcohol use before the COVID-19 pandemic to once to several times per month during the COVID-19 pandemic (ie, a 1.77% change) and once to several times per month before the COVID-19 pandemic to not at all during the COVID-19 pandemic (ie, a 3.28% change). The second largest contribution among US-born participants (<italic>χ<sup>2</sup></italic><sub>3</sub>=13.2) was in alcohol use once to several times per week before the COVID-19 pandemic to every day to several times per day during the COVID-19 pandemic (ie, a 2.22% change) and every day to several times per day before the COVID-19 pandemic to once to several times per week during to the COVID-19 pandemic (ie, a 1.00% change). See <xref ref-type="table" rid="table6">Table 6</xref> for more detail.</p>
        <p>As seen in <xref ref-type="table" rid="table7">Table 7</xref> among foreign-born participants, the largest contribution to the symmetry <italic>χ<sup>2</sup></italic> (<italic>χ<sup>2</sup></italic><sub>3</sub>=7.4) was owing to differences in no prior alcohol use before the COVID-19 pandemic to once to several times per month during the COVID-19 pandemic (ie, a 1.5% change) and once to several times per month before the COVID-19 pandemic to not at all during the COVID-19 pandemic (ie, a 3.7% change). The second largest <italic>χ<sup>2</sup></italic> contribution was alcohol use once to several times per month to every day to several times a day (<italic>χ<sup>2</sup></italic><sub>3</sub>=3.8). Of the 843 respondents, 23 (2.7%) shifted from alcohol use once to several times per month before the pandemic to every day to several times per day during the pandemic, compared with 18 (2.1%) who shifted from alcohol use every day to several times per day before the COVID-19 pandemic to once to several times per month during the COVID-19 pandemic. The third largest contribution (<italic>χ<sup>2</sup></italic><sub>3</sub>=2.6) was in alcohol use once to several times per week before the COVID-19 pandemic to every day to several times per day during the COVID-19 pandemic (ie, a 2.4% change) and every day to several times per day before the COVID-19 pandemic to once to several times per week during the COVID-19 pandemic (ie, a 1.3% change). Refer to <xref ref-type="table" rid="table5">Table 5</xref> for all <italic>the χ<sup>2</sup></italic> contributions to symmetry.</p>
        <table-wrap position="float" id="table4">
          <label>Table 4</label>
          <caption>
            <p>Alcohol use before the COVID-19 pandemic compared with during the pandemic<sup>a</sup>.</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="210"/>
            <col width="140"/>
            <col width="180"/>
            <col width="180"/>
            <col width="220"/>
            <col width="70"/>
            <thead>
              <tr valign="top">
                <td>Before the COVID-19 pandemic</td>
                <td colspan="5">During the COVID-19 pandemic</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Not at all, n (∆%)</td>
                <td>Once to several times per month, n (∆%)</td>
                <td>Once to several times per week, n (∆%)</td>
                <td>Every day to several times per day, n (Δ%)</td>
                <td>Total</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td>Not at all</td>
                <td>1432 (N/A<sup>b</sup>)</td>
                <td>64 (1.71)</td>
                <td>22 (0.59)</td>
                <td>4 (0.11)</td>
                <td>1522</td>
              </tr>
              <tr valign="top">
                <td>Once to several times per month</td>
                <td>126 (3.37)</td>
                <td>826 (N/A)</td>
                <td>136 (3.64)</td>
                <td>15 (0.40)</td>
                <td>1103</td>
              </tr>
              <tr valign="top">
                <td>Once to several times per week</td>
                <td>29 (0.77)</td>
                <td>127 (3.40)</td>
                <td>611 (N/A)</td>
                <td>84 (2.25)</td>
                <td>851</td>
              </tr>
              <tr valign="top">
                <td>Every day to several times per day</td>
                <td>12 (0.32)</td>
                <td>21 (0.56)</td>
                <td>40 (1.07)</td>
                <td>182 (N/A)</td>
                <td>255</td>
              </tr>
              <tr valign="top">
                <td>Total</td>
                <td>1599 (N/A)</td>
                <td>1038 (N/A)</td>
                <td>809 (N/A)</td>
                <td>285 (N/A)</td>
                <td>3731</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table4fn1">
              <p><sup>a</sup>Symmetry (asymptotic) was based on <italic>χ<sup>2</sup></italic><sub>6</sub>=42.1 and <italic>P</italic>≤.001; marginal homogeneity was based on the Stuart-Maxwell test (<italic>χ<sup>2</sup></italic><sub>3</sub>=30.0; <italic>P</italic>≤.001).</p>
            </fn>
            <fn id="table4fn2">
              <p><sup>b</sup>N/A: not applicable (as these are the references to compare and contrast contributions to symmetry).</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
        <table-wrap position="float" id="table5">
          <label>Table 5</label>
          <caption>
            <p>Contribution to symmetry χ<sup>2</sup> from alcohol use before and during the COVID-19 pandemic.</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="270"/>
            <col width="300"/>
            <col width="130"/>
            <col width="130"/>
            <col width="170"/>
            <thead>
              <tr valign="top">
                <td>Change</td>
                <td>Before or during COVID-19</td>
                <td>Overall <italic>χ</italic><sup>2</sup> (<italic>df</italic>)</td>
                <td>US born <italic>χ</italic><sup>2</sup> (<italic>df</italic>)</td>
                <td>Foreign born <italic>χ</italic><sup>2</sup> (<italic>df</italic>)</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td>Not at all</td>
                <td>Once to several times per month</td>
                <td>20.2 (3)</td>
                <td>13.3 (3)</td>
                <td>7.4 (3)</td>
              </tr>
              <tr valign="top">
                <td>Not at all</td>
                <td>Once to several times per week</td>
                <td>1.0 (3)</td>
                <td>0.1 (3)</td>
                <td>1.7 (3)</td>
              </tr>
              <tr valign="top">
                <td>Not at all</td>
                <td>Every day to several times per day</td>
                <td>4.0 (3)</td>
                <td>2.6 (3)</td>
                <td>2.0 (3)</td>
              </tr>
              <tr valign="top">
                <td>Once to several times per month</td>
                <td>Once to several times per week</td>
                <td>0.3 (3)</td>
                <td>0.1 (3)</td>
                <td>0.6 (3)</td>
              </tr>
              <tr valign="top">
                <td>Once to several times per month</td>
                <td>Every day to several times per day</td>
                <td>1.0 (3)</td>
                <td>0.0 (3)</td>
                <td>3.8 (3)</td>
              </tr>
              <tr valign="top">
                <td>Once to several times per week</td>
                <td>Every day to several times per day</td>
                <td>15.6 (3)</td>
                <td>13.2 (3)</td>
                <td>2.6 (3)</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <table-wrap position="float" id="table6">
          <label>Table 6</label>
          <caption>
            <p>Alcohol use before the COVID-19 pandemic compared with during the pandemic among US-born participants<sup>a</sup>.</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="180"/>
            <col width="170"/>
            <col width="190"/>
            <col width="190"/>
            <col width="200"/>
            <col width="70"/>
            <thead>
              <tr valign="top">
                <td>Before the COVID-19 pandemic</td>
                <td colspan="5">During the COVID-19 pandemic</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Not at all, n (Δ%)</td>
                <td>Once to several times per month, n (Δ%)</td>
                <td>Once to several times per week, n (Δ%)</td>
                <td>Every day to several times per day, n (Δ%)</td>
                <td>Total</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td>Not at all</td>
                <td>1049 (N/A<sup>b</sup>)</td>
                <td>51 (1.77)</td>
                <td>17 (0.59)</td>
                <td>4 (0.14)</td>
                <td>1121</td>
              </tr>
              <tr valign="top">
                <td>Once to several times per month</td>
                <td>95 (3.28)</td>
                <td>630 (N/A)</td>
                <td>113 (3.91)</td>
                <td>12 (0.42)</td>
                <td>850</td>
              </tr>
              <tr valign="top">
                <td>Once to several times per week</td>
                <td>19 (0.66)</td>
                <td>109 (3.77)</td>
                <td>518 (N/A)</td>
                <td>64 (2.22)</td>
                <td>710</td>
              </tr>
              <tr valign="top">
                <td>Every day to several times per day</td>
                <td>10 (0.34)</td>
                <td>11 (0.38)</td>
                <td>29 (1.00)</td>
                <td>157 (N/A)</td>
                <td>207</td>
              </tr>
              <tr valign="top">
                <td>Total</td>
                <td>1173 (N/A)</td>
                <td>801 (N/A)</td>
                <td>677 (N/A)</td>
                <td>237 (N/A)</td>
                <td>2888</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table6fn1">
              <p><sup>a</sup>Marginal homogeneity based on Stuart-Maxwell <italic>χ<sup>2</sup></italic><sub>3</sub> of 22.6 (<italic>P</italic>&#62;.001).</p>
            </fn>
            <fn id="table6fn2">
              <p><sup>b</sup>N/A: not applicable (as these are the references to compare and contrast contributions to symmetry).</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
        <table-wrap position="float" id="table7">
          <label>Table 7</label>
          <caption>
            <p>Alcohol use before the COVID-19 pandemic compared with during the pandemic among foreign-born participants<sup>a</sup>.</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="180"/>
            <col width="150"/>
            <col width="190"/>
            <col width="190"/>
            <col width="210"/>
            <col width="80"/>
            <thead>
              <tr valign="top">
                <td>Before the COVID-19 pandemic</td>
                <td colspan="5">During the COVID-19 pandemic</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Not at all, n (Δ%)</td>
                <td>Once to several times per month, n (Δ%)</td>
                <td>Once to several times per week, n (Δ%)</td>
                <td>Every day to several times per day, n (Δ%)</td>
                <td>Total</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td>Not at all</td>
                <td>383 (N/A<sup>b</sup>)</td>
                <td>13 (1.5)</td>
                <td>5 (0.6)</td>
                <td>0 (0)</td>
                <td>401</td>
              </tr>
              <tr valign="top">
                <td>Once to several times per month</td>
                <td>31 (3.7)</td>
                <td>196 (N/A)</td>
                <td>23 (2.7)</td>
                <td>3 (0.4)</td>
                <td>253</td>
              </tr>
              <tr valign="top">
                <td>Once to several times per week</td>
                <td>10 (1.2)</td>
                <td>18 (2.1)</td>
                <td>93 (N/A)</td>
                <td>20 (2.4)</td>
                <td>141</td>
              </tr>
              <tr valign="top">
                <td>Every day to several times per day</td>
                <td>2 (0.2)</td>
                <td>10 (1.2)</td>
                <td>11 (1.3)</td>
                <td>25 (N/A)</td>
                <td>48</td>
              </tr>
              <tr valign="top">
                <td>Total</td>
                <td>426 (N/A)</td>
                <td>237 (N/A)</td>
                <td>132 (N/A)</td>
                <td>48 (N/A)</td>
                <td>843</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table7fn1">
              <p><sup>a</sup>Marginal homogeneity based on Stuart-Maxwell test <italic>χ<sup>2</sup></italic><sub>3</sub> of 210.4 (<italic>P</italic>=.02).</p>
            </fn>
            <fn id="table7fn2">
              <p><sup>b</sup>N/A: not applicable (as these are the references to compare and contrast contributions to symmetry).</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
    </sec>
    <sec sec-type="discussion">
      <title>Discussion</title>
      <sec>
        <title>Principal Findings</title>
        <p>We assessed changes in the use of combustible tobacco, e-cigarette and nicotine vape, alcohol, marijuana, and other illicit substances. Although use of alcohol was found to have significant changes before and during the pandemic in our overall sample, we did not observe significant changes in the use of tobacco, e-cigarette and nicotine vape, marijuana, or other illicit substances (<xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref>). Then, we examined alcohol use changes by comparing US-born and foreign-born participants and found significant changes in each group. The <italic>χ<sup>2</sup></italic> contributions to symmetry indicated that the largest contributors to significant changes in substance use before and during the COVID-19 pandemic were similar for the overall sample in the United States and the US-born sample. Similarities were observed across US-born and foreign-born samples; however, changes in increased alcohol use among these groups were observed on (1) no alcohol use before the pandemic to using alcohol once to several times a month and (2) once to several times per week to every day to several times per day. Increases in alcohol use may indicate maladaptive coping with the effects of social distancing and isolation [<xref ref-type="bibr" rid="ref8">8</xref>,<xref ref-type="bibr" rid="ref9">9</xref>]. The increase from weekly alcohol use to daily use indicates increased physiological and psychological risk as well as a risk of developing possible alcohol use disorders [<xref ref-type="bibr" rid="ref28">28</xref>].</p>
        <p>Although we found that significant changes were observed from no prior alcohol use to some level of increased use, we also observed the opposite in both the US-born and foreign-born groups. The decrease in alcohol use was slightly more pronounced among foreign-born participants. That is, there was a 5.1% overall change in some level of alcohol use before the pandemic to no alcohol use during the pandemic among foreign-born participants, compared with a 4.3% change among US-born participants. In our findings, the largest shift was not associated with increased alcohol use but with decreased alcohol use. This decrease in substance use may also be indicative of isolation [<xref ref-type="bibr" rid="ref26">26</xref>].</p>
      </sec>
      <sec>
        <title>Comparison With Prior Work</title>
        <p>The use of both licit and illicit substances can have deleterious effects not only on mental health but also on physiological health and physical functioning, as well as damage organ systems that can increase morbidity and mortality from COVID-19 [<xref ref-type="bibr" rid="ref29">29</xref>]. First, given our findings, the synergistic effects of isolation and alcohol use must be considered. Although participants may use alcohol to cope with the deleterious effects of isolation and psychological distress caused by the COVID-19 pandemic, the use of substances in themselves has been reported to be maladaptive [<xref ref-type="bibr" rid="ref9">9</xref>,<xref ref-type="bibr" rid="ref26">26</xref>]. One could argue that the use of alcohol has social connotations, whereas others would argue that substance use creates isolation owing to its taboo in the social context [<xref ref-type="bibr" rid="ref26">26</xref>]. In the context of our findings, the increase from weekly alcohol use to daily use may be interpreted as increased personal use, not during social gatherings, given the context of social distancing practices. Conversely, decreases in alcohol use may also be tracked to the social nature of general alcohol consumption that the pandemic disrupted [<xref ref-type="bibr" rid="ref30">30</xref>,<xref ref-type="bibr" rid="ref31">31</xref>].</p>
        <p>When specifically seeking to understand the differences in alcohol use between US-born and foreign-born participants during the COVID-19 pandemic, the available studies were limited. Overall, when foreign-born immigrants were assessed for substance use during the pandemic, they reported less substance use when compared with their US-born counterparts [<xref ref-type="bibr" rid="ref24">24</xref>,<xref ref-type="bibr" rid="ref26">26</xref>,<xref ref-type="bibr" rid="ref27">27</xref>]. Our findings parallel what the limited studies have found, yet we did find that changes in decreased alcohol use were higher in foreign-born individuals compared with US-born individuals, that is, from once to several times per month to not at all during the pandemic.</p>
        <p>Nevertheless, decreased alcohol use may be observed in our sample owing to a wide range of socioeconomic status factors such as low income and unemployment and environmental factors such as access and scarcity [<xref ref-type="bibr" rid="ref32">32</xref>]. This may also be an artifact of our oversampling of lower socioeconomic status groups. Regardless, more information is needed to assess the deleterious effects on physical and mental health based on the frequency and number of drinks consumed as well as the level of risk of developing possible alcohol use disorders.</p>
        <p>Our findings at this stage may indicate small percentage changes but may reveal the ideal point of intervention to mitigate the effect of use disorders. Moreover, we must acknowledge the synergetic effects of mental health and physiological health, especially in the context of COVID-19. As such, the extremes of general alcohol consumption and use disorders must continue to be monitored not only for concomitant health effects, such as alcohol-associated liver disease and mortality [<xref ref-type="bibr" rid="ref28">28</xref>,<xref ref-type="bibr" rid="ref29">29</xref>], but also to better understand the social and environmental effects of the COVID-19 pandemic and the policies that affect changes in alcohol use [<xref ref-type="bibr" rid="ref33">33</xref>]. Future research should focus on polysubstance, mental health, coping behaviors, and prior substance use to identify the groups most at risk and design the most appropriate intervention strategies.</p>
      </sec>
      <sec>
        <title>Limitations</title>
        <p>Our study had some limitations. First, although the survey was anonymous, the possibility of bias in recall and responses must be considered. There is a possible recall bias from self-reports, as we asked about behaviors before COVID-19 owing to the data collection starting in May 2021 and ending in January 2022. This may be magnified by asking sensitive questions concerning substance use behaviors before and during the pandemic, increasing the response bias. Second, the data were obtained from a cross-sectional survey that provided a descriptive analysis of substance use change in a large US sample. However, this sample is not representative of the United States. Moreover, because this was a cross-sectional sample, we could not discern causality or temporal directionality. The data and descriptive analysis provided a solid foundation for further examination and identification of substance use patterns across a diverse US sample.</p>
      </sec>
      <sec>
        <title>Conclusions</title>
        <p>Pandemics are predicted to increase in frequency in the near future. To better prepare for the indirect effects of public health policies meant to protect the health of individuals, we must also prepare for their indirect effects on mental health and related coping mechanisms. Substance use affects both physical and mental health and will therefore require a multimodal approach to efficiently and effectively address and intervene on the deleterious effects, especially for underserved and underrepresented communities.</p>
      </sec>
    </sec>
  </body>
  <back>
    <app-group>
      <supplementary-material id="app1">
        <label>Multimedia Appendix 1</label>
        <p>Full study comparisons of substance use prior to and during the pandemic.</p>
        <media xlink:href="publichealth_v9i1e38163_app1.docx" xlink:title="DOCX File , 20 KB"/>
      </supplementary-material>
    </app-group>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term id="abb1">NIH</term>
          <def>
            <p>National Institutes of Health</p>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <ack>
      <p>The efforts of KV, FAMI, and FW were supported by the Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health. The content is solely the responsibility of the authors and does not necessarily reflect the views of the National Institutes of Health.</p>
    </ack>
    <fn-group>
      <fn fn-type="con">
        <p>FAMI and FW were responsible for the concept and design. FAMI and KV were responsible for the acquisition, analysis, or interpretation of data and drafting of the manuscript. FAMI, KV, and FW were responsible for critical revision of the manuscript for important intellectual content. FAMI was responsible for statistical analysis. FW was responsible for providing administrative, technical, or material support and supervision.</p>
      </fn>
      <fn fn-type="conflict">
        <p>None declared.</p>
      </fn>
    </fn-group>
    <ref-list>
      <ref id="ref1">
        <label>1</label>
        <nlm-citation citation-type="web">
          <article-title>COVID-19 Dashboard</article-title>
          <source>Johns Hopkins University</source>
          <access-date>2022-04-04</access-date>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://coronavirus.jhu.edu/map.html">https://coronavirus.jhu.edu/map.html</ext-link>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref2">
        <label>2</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
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