<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.1d1 20130915//EN" "http://jats.nlm.nih.gov/publishing/1.1d1/JATS-journalpublishing1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" article-type="research-article" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">AJLM</journal-id>
<journal-title-group>
<journal-title>African Journal of Laboratory Medicine</journal-title>
</journal-title-group>
<issn pub-type="ppub">2225-2002</issn>
<issn pub-type="epub">2225-2010</issn>
<publisher>
<publisher-name>AOSIS</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">AJLM-12-2119</article-id>
<article-id pub-id-type="doi">10.4102/ajlm.v12i1.2119</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>COVID-19 positive cases among asymptomatic individuals during the second wave in Ndola, Zambia</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9007-2304</contrib-id>
<name>
<surname>Gwasupika</surname>
<given-names>Jonathan</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9490-5609</contrib-id>
<name>
<surname>Daka</surname>
<given-names>Victor</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-4134-2851</contrib-id>
<name>
<surname>Chileshe</surname>
<given-names>Justin</given-names>
</name>
<xref ref-type="aff" rid="AF0003">3</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6079-0564</contrib-id>
<name>
<surname>Mukosha</surname>
<given-names>Moses</given-names>
</name>
<xref ref-type="aff" rid="AF0004">4</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-1692-8981</contrib-id>
<name>
<surname>Mudenda</surname>
<given-names>Steward</given-names>
</name>
<xref ref-type="aff" rid="AF0004">4</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6829-4362</contrib-id>
<name>
<surname>Mukanga</surname>
<given-names>Bright</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9707-2673</contrib-id>
<name>
<surname>Mfune</surname>
<given-names>Ruth L.</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-3303-308X</contrib-id>
<name>
<surname>Chongwe</surname>
<given-names>Gershom</given-names>
</name>
<xref ref-type="aff" rid="AF0005">5</xref>
</contrib>
<aff id="AF0001"><label>1</label>Department of Clinical Sciences, Tropical Diseases Research Centre, Ndola, Zambia</aff>
<aff id="AF0002"><label>2</label>Department of Public Health, School of Medicine, Copperbelt University, Ndola, Zambia</aff>
<aff id="AF0003"><label>3</label>Department of Biomedical Sciences, Tropical Diseases Research Centre, Ndola, Zambia</aff>
<aff id="AF0004"><label>4</label>Department of Pharmacy, School of Health Sciences, University of Zambia, Lusaka, Zambia</aff>
<aff id="AF0005"><label>5</label>Tropical Diseases Research Centre, Ndola, Zambia</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author:</bold> Victor Daka, <email xlink:href="dakavictorm@gmail.com">dakavictorm@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>31</day><month>05</month><year>2023</year></pub-date>
<pub-date pub-type="collection"><year>2023</year></pub-date>
<volume>12</volume>
<issue>1</issue>
<elocation-id>2119</elocation-id>
<history>
<date date-type="received"><day>11</day><month>11</month><year>2022</year></date>
<date date-type="accepted"><day>18</day><month>04</month><year>2023</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2023. The Authors</copyright-statement>
<copyright-year>2023</copyright-year>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>Licensee: AOSIS. This work is licensed under the Creative Commons Attribution License.</license-p>
</license>
</permissions>
<abstract>
<sec id="st1">
<title>Background</title>
<p>Coronavirus disease 2019 (COVID-19) is a worldwide public health concern for healthcare workers. About 80&#x0025; of cases appear to be asymptomatic, and about 3&#x0025; may experience hospitalisation and later die. Less than 20&#x0025; of studies have looked at the positivity rate of asymptomatic individuals.</p>
</sec>
<sec id="st2">
<title>Objective</title>
<p>This study investigated the COVID-19 positivity rates among asymptomatic individuals during the second COVID-19 wave at one of Zambia&#x2019;s largest testing centre.</p>
</sec>
<sec id="st3">
<title>Methods</title>
<p>This was a retrospective cross-sectional study conducted on routine surveillance and laboratory data at the Tropical Diseases Research Centre COVID-19 laboratory in Ndola, Zambia, from 01 December 2020 to 31 March 2021. The study population was made up of persons that had tested for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection as a requirement for travel. Microsoft Excel was used to come up with an epidemiological curve of daily COVID-19 positive cases; proportions for gender were described using frequencies and percentages.</p>
</sec>
<sec id="st4">
<title>Results</title>
<p>A total of 11 144 asymptomatic individuals tested for SARS-CoV-2 were sampled for the study and 1781 (16.0&#x0025;) returned positive results. The median age among those tested was 36 years (interquartile range: 29&#x2013;46). Testing for COVID-19 peaked in the month of January 2021 (37.4&#x0025;) and declined in March 2021 (21.0&#x0025;). The epidemiological curve showed a combination of continuous and propagated point-source transmission.</p>
</sec>
<sec id="st5">
<title>Conclusion</title>
<p>The positivity rate of 16.0&#x0025; among asymptomatic individuals was high and could imply continued community transmission, especially during January 2021 and February 2021. We recommend heightened testing for SARS-CoV-2 among asymptomatic individuals.</p>
</sec>
<sec id="st6">
<title>What this study adds</title>
<p>This study adds critical knowledge to the transmission of COVID-19 among asymptomatic travellers who are usually a key population in driving community infection. This knowledge is critical in instituting evidence-based interventions in the screening and management of travellers, and its control.</p>
</sec>
</abstract>
<kwd-group>
<kwd>asymptomatic individuals</kwd>
<kwd>COVID-19 disease</kwd>
<kwd>positivity rate</kwd>
<kwd>SARS-CoV-2</kwd>
<kwd>Zambia</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<p>Coronavirus disease 2019 (COVID-19), caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), is a worldwide public health concern for healthcare workers, including physicians, public health specialists and researchers.<sup><xref ref-type="bibr" rid="CIT0001">1</xref></sup> The World Health Organization declared the outbreak of COVID-19, which was first reported in Wuhan, China, as a Public Health Emergency of International Concern on 30 January 2020,<sup><xref ref-type="bibr" rid="CIT0002">2</xref></sup> as it was posing a high risk to countries with vulnerable health systems.<sup><xref ref-type="bibr" rid="CIT0003">3</xref></sup> Almost all 55 countries in Africa have been affected by the coronavirus pandemic, with sub-Saharan Africa being the most affected.<sup><xref ref-type="bibr" rid="CIT0004">4</xref></sup> Zambia recorded its first case of COVID-19 on 18 March 2020<sup><xref ref-type="bibr" rid="CIT0005">5</xref></sup> and has since recorded a total of 333 555 COVID-19 cases and 4017 deaths as of 04 October 2022.<sup><xref ref-type="bibr" rid="CIT0006">6</xref></sup></p>
<p>Severe acute respiratory syndrome coronavirus causes a number of human respiratory disease conditions, ranging from mild cold to severe respiratory distress syndrome, and it largely spreads between persons by respiratory droplets and contact routes.<sup><xref ref-type="bibr" rid="CIT0007">7</xref></sup> On the other hand, SARS-CoV-2 has been seen to spread faster than SARS-CoV, which was first reported in 2003 and caused previous outbreaks. Accumulating evidence showed that SARS-CoV-2, unlike SARS-CoV, is transmitted by persons without symptoms.<sup><xref ref-type="bibr" rid="CIT0008">8</xref></sup> About 80&#x0025; of cases appear to be asymptomatic,<sup><xref ref-type="bibr" rid="CIT0004">4</xref>,<xref ref-type="bibr" rid="CIT0009">9</xref>,<xref ref-type="bibr" rid="CIT0010">10</xref></sup> and about 3.3&#x0025; may experience hospitalisation and later die. Based on global biological, epidemiological and modelling evidence, asymptomatic COVID-19 may play a substantial role in the pandemic trajectory.<sup><xref ref-type="bibr" rid="CIT0011">11</xref></sup></p>
<p>Despite public health preventive measures such as hand hygiene, social distancing, quarantine and travel restrictions which were instituted, transmission of COVID-19 seemed to be ongoing.<sup><xref ref-type="bibr" rid="CIT0012">12</xref></sup> Vaccination against COVID-19 has been shown to be effective against contracting severe forms of the disease.<sup><xref ref-type="bibr" rid="CIT0013">13</xref></sup> However, vaccination does not protect an individual from transmitting or becoming infected with SARS-CoV-2.<sup><xref ref-type="bibr" rid="CIT0014">14</xref></sup></p>
<p>Zambia has experienced four waves of COVID-19.<sup><xref ref-type="bibr" rid="CIT0001">1</xref></sup> During the first wave to about the fourth wave of COVID-19, it was a requirement to have a negative polymerase chain reaction COVID-19 certificate by everyone intending to travel.<sup><xref ref-type="bibr" rid="CIT0015">15</xref>,<xref ref-type="bibr" rid="CIT0016">16</xref></sup> This study aimed to assess the positivity rate among asymptomatic travellers during the second wave of the COVID-19 pandemic, and its determinants.</p>
</sec>
<sec id="s0002">
<title>Methods</title>
<sec id="s20003">
<title>Ethical considerations</title>
<p>Ethical approval to carry out the study was obtained from the TDRC Research Ethics Committee (IRB registration number: 00002911). Permission to carry out the study and access to patient information was obtained from the Tropical Diseases Research Centre management. Informed consent was not obtained from any individual as there was no active participation in the study. Confidentiality of patient information was adhered to and data were de-identified prior to analysis.</p>
</sec>
<sec id="s20004">
<title>Study design and site</title>
<p>This was a retrospective cross-sectional study conducted on surveillance and laboratory data collected at the Tropical Diseases Research Centre (TDRC) COVID-19 laboratory in Ndola, Zambia, from 01 December 2020 to 31 March 2021. The TDRC is a national health research institution specialising in both infectious and non-infectious diseases. The TDRC COVID-19 laboratory is accredited for certification of travellers by the African Society for Laboratory Medicine and conducts approximately 400 COVID-19 tests per day.</p>
</sec>
<sec id="s20005">
<title>Study population and eligibility criteria</title>
<p>The study population was made up of persons who were tested for SARS-CoV-2 infection during the second wave of COVID-19. Complete enumeration of the data set comprising individuals tested for COVID-19 was obtained for analysis. Eligibility for testing was based on getting tested for COVID-19 as a mandatory requirement for international travel, regardless of age. Tests of individuals that were collected from outside the TDRC and those that were done outside the stipulated period of the second wave were not included in the analysis. Additionally, tests that were done after vaccination had begun were excluded.</p>
</sec>
<sec id="s20006">
<title>Data collection</title>
<p>Data were collected from an already-prepared Microsoft Excel spreadsheet (Microsoft Corporation, Redmond, Washington, United States) and a case investigation form comprising the following information: date the test was done, age, gender, and results. An extraction data tool was used for data collection. Variables with no clear labels and missing data were removed from the data set.</p>
</sec>
<sec id="s20007">
<title>Data analysis</title>
<p>Microsoft Excel was used to come up with an epidemiological curve of daily COVID-19-positive cases, whereas proportions for gender were described using frequencies and percentages. Age was described as a continuous variable and the mean, median, mode and range were used. To test for differences on the COVID-19 test result, the chi-square test was used once assumptions were met to analyse binary variables; otherwise Fisher&#x2019;s exact test was used. For continuous variables; the Mann-Whitney ranksum test was used for skewed data. After stratifying COVID-19 positivity by months, the one-way analysis of variance test was used to analyse for differences in age among groups. To predict factors associated with a positive test for COVID-19, logistic regression methods were used. STATA<sup>&#x00AE;</sup> software, version 14 SE (STATA Corp., College Station, Texas, United States) was used for analysis. A <italic>p</italic>-value less than 0.05 was considered statistically significant at a confidence interval of 95&#x0025;.</p>
</sec>
</sec>
<sec id="s0008">
<title>Results</title>
<p>A total of 11 144 asymptomatic travellers tested for COVID-19 were sampled for the study and 1781 tested positive, resulting in a positivity rate of 16.0&#x0025; (<xref ref-type="table" rid="T0001">Table 1</xref>). The study participants had a median age of 36 years (interquartile range: 29 to 36 years). The test for COVID-19 was noted to be done mostly by travellers in the age group 19 to 50 years. The youngest participant was 1 year old while the oldest was 92 years old. A majority of those tested were male travellers (73.2&#x0025;; 8152/11 144); female travellers accounted for the remaining 26.8&#x0025; (2992/11 144). The highest number of tests were completed in January 2021 (4170/11 144).</p>
<table-wrap id="T0001">
<label>TABLE 1</label>
<caption><p>Basic characteristics of participants, Ndola, Zambia, December 2020 &#x2013; March 2021.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">Category</th>
<th valign="top" align="center">Frequency (<italic>n</italic>)</th>
<th valign="top" align="center">Percentage (&#x0025;)</th>
<th valign="top" align="center">Median</th>
<th valign="top" align="center">IQR</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" colspan="2"><bold>Age (years)</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">36</td>
<td align="center">29&#x2013;46</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">&#x2264; 18</td>
<td align="center">632</td>
<td align="center">5.7</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">19&#x2013;50</td>
<td align="center">8744</td>
<td align="center">78.4</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">&#x2265; 50</td>
<td align="center">1768</td>
<td align="center">15.9</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left" colspan="6"><bold>Gender</bold></td>
</tr>
<tr>
<td align="left"></td>
<td align="left">Male</td>
<td align="center">8152</td>
<td align="center">73.2</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">Female</td>
<td align="center">2992</td>
<td align="center">26.8</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left" colspan="6"><bold>Residence</bold></td>
</tr>
<tr>
<td align="left"></td>
<td align="left">Ndola</td>
<td align="center">8780</td>
<td align="center">78.8</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">Outside Ndola</td>
<td align="center">2364</td>
<td align="center">21.2</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left" colspan="6"><bold>Swab collection site</bold></td>
</tr>
<tr>
<td align="left"></td>
<td align="left">Nasopharyngeal</td>
<td align="center">11 107</td>
<td align="center">99.6</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">Oropharyngeal</td>
<td align="center">37</td>
<td align="center">0.4</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left" colspan="6"><bold>Month</bold></td>
</tr>
<tr>
<td align="left"></td>
<td align="left">December 2020</td>
<td align="center">1557</td>
<td align="center">14.0</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">January 2021</td>
<td align="center">4170</td>
<td align="center">37.4</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">February 2021</td>
<td align="center">3079</td>
<td align="center">27.6</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">March 2021</td>
<td align="center">2338</td>
<td align="center">21.0</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left" colspan="6"><bold>COVID-19 result</bold></td>
</tr>
<tr>
<td align="left"></td>
<td align="left">Positive</td>
<td align="center">1781</td>
<td align="center">16.0</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"></td>
<td align="left">Negative</td>
<td align="center">9363</td>
<td align="center">84.0</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>COVID-19, coronavirus disease 2019; IQR, interquartile range.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The proportion of female travellers that tested positive for COVID-19 (18.4&#x0025;) was greater than the proportion of male travellers (15.1&#x0025;) with a <italic>p-</italic>value of 0.027 (<xref ref-type="table" rid="T0002">Table 2</xref>). Among individuals who tested for COVID-19 prior to travelling, about 7303 (83.2&#x0025;) tested negative and were Ndola residents, whereas among individuals that tested positive, 304 (12.9&#x0025;) were not Ndola residents. There were no positive results among individuals whose samples were collected orally. Of the monthly tests done, 30/1557 (1.9&#x0025;) were positive in December 2020, 1060/4170 (25.4&#x0025;) were positive in January 2021, 532/3079 (17.3&#x0025;) positive in February 2021 and 159/2338 (6.8&#x0025;) positive in March 2021.</p>
<table-wrap id="T0002">
<label>TABLE 2</label>
<caption><p>COVID-19 positivity rate and socio-demographics of participants in Ndola, Zambia, December 2020 &#x2013; March 2021.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="3">Variable</th>
<th valign="top" align="center" colspan="4">COVID-19 results<hr/></th>
<th valign="top" align="center" rowspan="2"><italic>p</italic>-value</th>
</tr>
<tr>
<th valign="top" align="center" colspan="2">Negative<hr/></th>
<th valign="top" align="center" colspan="2">Positive<hr/></th>
</tr>
<tr>
<th valign="top" align="center"><italic>n</italic></th>
<th valign="top" align="center">&#x0025;</th>
<th valign="top" align="center"><italic>n</italic></th>
<th valign="top" align="center">&#x0025;</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left"><bold>Age</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.027<xref ref-type="table-fn" rid="TFN0001">&#x002A;</xref></td>
</tr>
<tr>
<td align="left">&#x2003;&#x2264; 18 years</td>
<td align="center">551</td>
<td align="center">87.2</td>
<td align="center">81</td>
<td align="center">12.8</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">&#x2003;19 to 50 years</td>
<td align="center">7309</td>
<td align="center">83.6</td>
<td align="center">1435</td>
<td align="center">16.4</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2265; 50 years</td>
<td align="center">1503</td>
<td align="center">85.0</td>
<td align="center">265</td>
<td align="center">15.0</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>Gender</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x003C; 0.001<xref ref-type="table-fn" rid="TFN0001">&#x002A;</xref></td>
</tr>
<tr>
<td align="left">&#x2003;Male</td>
<td align="center">6913</td>
<td align="center">84.9</td>
<td align="center">1231</td>
<td align="center">15.1</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">&#x2003;Female</td>
<td align="center">2442</td>
<td align="center">81.6</td>
<td align="center">549</td>
<td align="center">18.4</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>Residence</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x003C; 0.001<xref ref-type="table-fn" rid="TFN0001">&#x002A;</xref></td>
</tr>
<tr>
<td align="left">&#x2003;Ndola</td>
<td align="center">7303</td>
<td align="center">83.2</td>
<td align="center">1477</td>
<td align="center">16.8</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">&#x2003;Outside Ndola</td>
<td align="center">2060</td>
<td align="center">87.1</td>
<td align="center">304</td>
<td align="center">12.9</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>Sample collection site</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.004<xref ref-type="table-fn" rid="TFN0002">&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">&#x2003;Nasopharyngeal swab</td>
<td align="center">9327</td>
<td align="center">84.0</td>
<td align="center">1781</td>
<td align="center">16.0</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">&#x2003;Oral swab</td>
<td align="center">36</td>
<td align="center">100.0</td>
<td align="center">0</td>
<td align="center">0.0</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>Month</bold></td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x003C; 0.001<xref ref-type="table-fn" rid="TFN0001">&#x002A;</xref></td>
</tr>
<tr>
<td align="left">&#x2003;December 2020</td>
<td align="center">1527</td>
<td align="center">98.1</td>
<td align="center">30</td>
<td align="center">1.9</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">&#x2003;January 2021</td>
<td align="center">3110</td>
<td align="center">74.6</td>
<td align="center">1060</td>
<td align="center">25.4</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">&#x2003;February 2021</td>
<td align="center">2547</td>
<td align="center">82.7</td>
<td align="center">532</td>
<td align="center">17.3</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">&#x2003;March 2021</td>
<td align="center">2179</td>
<td align="center">93.2</td>
<td align="center">159</td>
<td align="center">6.8</td>
<td align="center">-</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>COVID-19, coronavirus disease 2019.</p></fn>
<fn id="TFN0001"><label>&#x002A;</label><p>, Pearson&#x2019;s chi-square;</p></fn>
<fn id="TFN0002"><label>&#x002A;&#x002A;</label><p>, Fisher&#x2019;s exact test.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>When stratified by month of visit to the testing centre, there were more Ndola residents seeking testing services at the TDRC laboratory in January 2021 (<italic>n</italic> = 948) than any other month included in the study (<xref ref-type="table" rid="T0003">Table 3</xref>). An equal peak number of non-Ndola residents (<italic>n</italic> = 111) was seen in January 2021 and February 2021. The lowest number of travellers was seen in December 2020.</p>
<table-wrap id="T0003">
<label>TABLE 3</label>
<caption><p>COVID-19 positivity rate stratified by months in Ndola, Zambia December 2020 &#x2013; March 2021.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="3">Variable</th>
<th valign="top" align="center" colspan="8">Period<hr/></th>
<th valign="top" align="center" rowspan="2"><italic>p</italic></th>
</tr>
<tr>
<th valign="top" align="center" colspan="2">December 2020<hr/></th>
<th valign="top" align="center" colspan="2">January 2021<hr/></th>
<th valign="top" align="center" colspan="2">February 2021<hr/></th>
<th valign="top" align="center" colspan="2">March 2021<hr/></th>
</tr>
<tr>
<th valign="top" align="center"><italic>n</italic></th>
<th valign="top" align="center">&#x0025;</th>
<th valign="top" align="center"><italic>n</italic></th>
<th valign="top" align="center">&#x0025;</th>
<th valign="top" align="center"><italic>n</italic></th>
<th valign="top" align="center">&#x0025;</th>
<th valign="top" align="center"><italic>n</italic></th>
<th valign="top" align="center">&#x0025;</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left"><bold>Residence</bold></td>
<td colspan="2" align="center">-</td>
<td colspan="2" align="center">-</td>
<td colspan="2" align="center">-</td>
<td colspan="2" align="center">-</td>
<td align="center">&#x003C; 0.001<xref ref-type="table-fn" rid="TFN0003">&#x002A;</xref></td>
</tr>
<tr>
<td align="left">&#x2003;Ndola</td>
<td align="center">28</td>
<td align="center">1.9</td>
<td align="center">948</td>
<td align="center">64.2</td>
<td align="center">420</td>
<td align="center">28.4</td>
<td align="center">81</td>
<td align="center">5.4</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">&#x2003;Outside Ndola</td>
<td align="center">33</td>
<td align="center">1.9</td>
<td align="center">111</td>
<td align="center">36.5</td>
<td align="center">111</td>
<td align="center">36.5</td>
<td align="center">77</td>
<td align="center">25.3</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>Gender</bold></td>
<td colspan="2" align="center">-</td>
<td colspan="2" align="center">-</td>
<td colspan="2" align="center">-</td>
<td colspan="2" align="center">-</td>
<td align="center">0.027<xref ref-type="table-fn" rid="TFN0003">&#x002A;</xref></td>
</tr>
<tr>
<td align="left">&#x2003;Male</td>
<td align="center">20</td>
<td align="center">1.6</td>
<td align="center">731</td>
<td align="center">59.4</td>
<td align="center">354</td>
<td align="center">28.8</td>
<td align="center">126</td>
<td align="center">10.2</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">&#x2003;Female</td>
<td align="center">13</td>
<td align="center">2.4</td>
<td align="center">327</td>
<td align="center">59.6</td>
<td align="center">177</td>
<td align="center">32.2</td>
<td align="center">32</td>
<td align="center">5.8</td>
<td align="center">-</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>COVID-19, coronavirus disease 2019.</p></fn>
<fn id="TFN0003"><label>&#x002A;</label><p>, Pearsons chi-square.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Coronavirus disease 2019 cases began to rise on 05 January 2021 and reached a peak on 26 January 2021 (<xref ref-type="fig" rid="F0001">Figure 1</xref>). The cases remained high until 23 February 2021, when there was a reduction of 150 in the number of positive cases reported.</p>
<fig id="F0001">
<label>FIGURE 1</label>
<caption><p>Daily COVID-19-positive cases in asymptomatic travellers in Ndola, Zambia, December 2020 &#x2013; March 2021.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="AJLM-12-2119-g001.tif"/>
</fig>
<p>Female travellers had a 16.0&#x0025; (adjusted odds ratio: 1.16; 95&#x0025; confidence interval: 1.03 &#x2013; 1.30; <italic>p</italic> = 0.012) increased chance of testing positive for SARS-CoV-2 compared to male travellers, after adjusting for age, residence, and month in which the test was done (<xref ref-type="table" rid="T0004">Table 4</xref>).</p>
<table-wrap id="T0004">
<label>TABLE 4</label>
<caption><p>Predictors of positive COVID-19 during the second wave in Ndola, Zambia, December 2020 &#x2013; March 2021.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">COR</th>
<th valign="top" align="center"><italic>p</italic></th>
<th valign="top" align="center">95&#x0025; CI</th>
<th valign="top" align="center">AOR</th>
<th valign="top" align="center"><italic>p</italic></th>
<th valign="top" align="center">95&#x0025; CI</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" colspan="6"><bold>Age (years)</bold></td>
</tr>
<tr>
<td align="left">&#x2003;&#x2264; 18</td>
<td align="center">1.00</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">&#x2003;19 to 50</td>
<td align="center">1.34</td>
<td align="center">0.018</td>
<td align="center">1.05&#x2013;1.70</td>
<td align="center">1.45</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">1.14&#x2013;1.85</td>
</tr>
<tr>
<td align="left">&#x2003;&#x2265; 50</td>
<td align="center">1.20</td>
<td align="center">0.183</td>
<td align="center">0.92&#x2013;1.57</td>
<td align="center">1.30</td>
<td align="center">0.055</td>
<td align="center">0.99&#x2013;1.70</td>
</tr>
<tr>
<td align="left" colspan="6"><bold>Gender</bold></td>
</tr>
<tr>
<td align="left">&#x2003;Male</td>
<td align="center">1.00</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">&#x2003;Female</td>
<td align="center">1.26</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">1.13&#x2013;1.41</td>
<td align="center">1.16</td>
<td align="center">0.012</td>
<td align="center">1.03&#x2013;1.30</td>
</tr>
<tr>
<td align="left" colspan="6"><bold>Residence</bold></td>
</tr>
<tr>
<td align="left">&#x2003;Ndola</td>
<td align="center">1.00</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">&#x2003;Non-Ndola</td>
<td align="center">0.73</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">0.63&#x2013;0.83</td>
<td align="center">1.08</td>
<td align="center">0.284</td>
<td align="center">0.93&#x2013;1.26</td>
</tr>
<tr>
<td align="left" colspan="6"><bold>Month</bold></td>
</tr>
<tr>
<td align="left">&#x2003;December 2020</td>
<td align="center">1.00</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">1.00</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">&#x2003;January 2021</td>
<td align="center">18.4</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">12.6&#x2013;26.9</td>
<td align="center">18.31</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">12.5&#x2013;26.8</td>
</tr>
<tr>
<td align="left">&#x2003;February 2021</td>
<td align="center">11.2</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">7.67&#x2013;16.6</td>
<td align="center">11.18</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">7.60&#x2013;16.4</td>
</tr>
<tr>
<td align="left">&#x2003;March 2021</td>
<td align="center">3.93</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">2.61&#x2013;5.90</td>
<td align="center">3.81</td>
<td align="center">&#x003C; 0.001</td>
<td align="center">2.51&#x2013;5.78</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Note: The factors that were adjusted for included; gender, age, month of doing a COVID test and residence.</p></fn>
<fn><p>95&#x0025; CI, 95&#x0025; confidence interval; AOR, adjusted odds ratio; COR, crude odds ratio; COVID-19, coronavirus disease 2019.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s0009">
<title>Discussion</title>
<p>This study found a positivity rate of 16.0&#x0025; (1781/11 144), with 69.1&#x0025; (1231/1781) of male travellers being affected. The months of January 2021 and February 2021 recorded the highest rate of positivity. The epidemiological curve showed that the second wave of COVID-19 lasted from December 2020 to the end of March 2021. Further, the chances of testing positive for SARS-CoV-2 if an individual was female increased by about 16&#x0025; (95&#x0025; confidence interval: 1.03&#x2013;1.30) compared to being male, after controlling for other variables.</p>
<p>The positivity rate found in this study was similar to the positivity rate at the national level in Zambia during the same period.<sup><xref ref-type="bibr" rid="CIT0006">6</xref></sup> Despite the similarity, the national level positivity rate comprised both symptomatic and asymptomatic cases. The positivity rate found could have been higher if control measures of isolation and quarantine of cases and testing of people before travel were not put in place and followed.<sup><xref ref-type="bibr" rid="CIT0011">11</xref></sup> On the other hand, the positivity rate in this study was higher than the national rate of 10.6&#x0025; during the first wave.<sup><xref ref-type="bibr" rid="CIT0015">15</xref></sup> This could have been due to differences in the attack rate and rate of transmission of the strain of coronavirus.<sup><xref ref-type="bibr" rid="CIT0016">16</xref></sup> Conversely, a study in Nigeria reported a higher positivity rate of 20.8&#x0025; in the second wave which lasted from 25 October 2020 to 03 April 2021, with asymptomatic cases being the majority.<sup><xref ref-type="bibr" rid="CIT0017">17</xref></sup> A study done by Avadhanula et al. showed a positivity rate of 11.4&#x0025; among asymptomatic patients during the second wave between 18 March 2020 and 15 August 2020 in Houston, Texas, United States, which was much lower than the rate found in this study.<sup><xref ref-type="bibr" rid="CIT0018">18</xref></sup> This could have been due to differences in region, rate of transmission, adherence to recommended guidelines and utilisation of COVID-19 vaccine as it was introduced in some countries earlier than others.<sup><xref ref-type="bibr" rid="CIT0017">17</xref></sup> Our study and a study by Ghosh, Sarkar and Chouhan, done in India between March 2021 and May 2021, thus confirmed the presence of COVID-19 among asymptomatic individuals.<sup><xref ref-type="bibr" rid="CIT0019">19</xref></sup></p>
<p>Our study found that a rise in COVID-19 cases during the second wave of the pandemic was observed from December 2020 and ended in March 2021. The epidemiological curve for the daily cases of COVID-19 showed a peak on 26 January 2021. In Italy, different findings were reported in which the second wave began in August 2020 and continued to February 2021.<sup><xref ref-type="bibr" rid="CIT0020">20</xref></sup> A study in Spain demonstrated that the second wave started on 01 July 2020 and ended on 15 October 2020, indicating that this period was different to what was obtained in our study.<sup><xref ref-type="bibr" rid="CIT0021">21</xref></sup> In India, the peak of cases was observed around 01 March 2021.<sup><xref ref-type="bibr" rid="CIT0019">19</xref></sup> These differences could be a result of differences in geographical locations and climatic conditions across the globe.<sup><xref ref-type="bibr" rid="CIT0022">22</xref>,<xref ref-type="bibr" rid="CIT0023">23</xref>,<xref ref-type="bibr" rid="CIT0024">24</xref></sup></p>
<p>This study found a statistically significant difference in positivity rate between female travellers compared with male travellers, with female travellers more likely to test positive. These findings are consistent with those in Nigeria, where more asymptomatic female individuals than male tested positive.<sup><xref ref-type="bibr" rid="CIT0017">17</xref></sup> Other studies have also reported similar findings in which female individuals had higher odds of positivity than male individuals.<sup><xref ref-type="bibr" rid="CIT0025">25</xref>,<xref ref-type="bibr" rid="CIT0026">26</xref></sup> This could be due to female patients having a higher health-seeking behaviour than male patients.<sup><xref ref-type="bibr" rid="CIT0025">25</xref></sup> In a study done in Netherlands, on data collected from March 2020 to August 2020, there was no significant difference in positivity rates between female patients and male patients.<sup><xref ref-type="bibr" rid="CIT0027">27</xref></sup> The study also found the age between 19 to 50 years to have a higher positivity rate compared to those who were 18 years or younger and those older than 50 years. This finding was not different from the study done in Wuhan, China, and Bahrain, Ireland, that reported a higher prevalence of COVID-19 in individuals who were less than 45 years old in Wuhan, and 20 to 49 years in Bahrain.<sup><xref ref-type="bibr" rid="CIT0028">28</xref>,<xref ref-type="bibr" rid="CIT0029">29</xref></sup> This could be because those aged 18 years and younger were less susceptible to COVID-19 during the second wave.<sup><xref ref-type="bibr" rid="CIT0030">30</xref></sup> In addition, control measures such as closure of school, colleges and universities may have contributed to the age group 18 years and younger having a low positivity rate.<sup><xref ref-type="bibr" rid="CIT0031">31</xref></sup> On the other hand, most of the individuals older than 50 years were symptomatic and prone to hospitalisation as compared to younger individuals.<sup><xref ref-type="bibr" rid="CIT0032">32</xref></sup></p>
<sec id="s20010">
<title>Limitations</title>
<p>This study had some limitations, one of which was that there was no control on the variables as this was a retrospective analysis of previously collected data. Findings in this study may not be generalisable, as the data were obtained from one testing site. However, the study had good power and the results are a true reflection of the country&#x2019;s positivity rate. A prospective study with more variables is recommended.</p>
</sec>
<sec id="s20011">
<title>Conclusion</title>
<p>The positivity rate was found to be 16.0&#x0025;, implying that there was continued community transmission despite the instituted public health guidelines. Age was not a predictor of a testing positive for COVID-19, whereas the month in which a test was done, the sex of the individual and their place of residence were good predictors. The positivity rate reported in this study suggests the need to heighten testing of SARS-CoV-2 among asymptomatic individuals.</p>
</sec>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>We would like to acknowledge the staff in the molecular laboratory at the Tropical Diseases Research Centre for availing the data that was used in this study.</p>
<sec id="s20012" sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors declare that they have no financial or personal relationships that may have inappropriately influenced them in writing this article.</p>
</sec>
<sec id="s20013">
<title>Authors&#x2019; contributions</title>
<p>J.G. conceptualised the study, conducted the formal analysis and wrote the first draft. V.D. conducted the formal analysis and review and editing of the manuscript. J.C., S.M., B.M. and R.L.M. performed data curation and reviewed the manuscript. M.M. performed the formal analysis and reviewed the manuscript. G.C. performed the editing, review of the manuscript and supervised the conduct of the study.</p>
</sec>
<sec id="s20014">
<title>Sources of support</title>
<p>This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.</p>
</sec>
<sec id="s20015" sec-type="data-availability">
<title>Data availability</title>
<p>The data supporting the findings of this study are available from the corresponding author, V.D., upon request.</p>
</sec>
<sec id="s20016">
<title>Disclaimer</title>
<p>The views and opinions expressed in this article are solely of the authors and do not reflect the official policy or position of any affiliated organisation of the authors.</p>
</sec>
</ack>
<ref-list id="references">
<title>References</title>
<ref id="CIT0001"><label>1</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Sokolovska</surname> <given-names>L</given-names></string-name>, <string-name><surname>Sultanova</surname> <given-names>A</given-names></string-name>, <string-name><surname>Cistjakovs</surname> <given-names>M</given-names></string-name>, <string-name><surname>Murovska</surname> <given-names>M</given-names></string-name></person-group>. <article-title>COVID-19: The third wave of coronavirus infection outbreak</article-title>. <source>J Transl Sci</source>. <year>2021</year>;<volume>7</volume>(<issue>1</issue>):<fpage>e1</fpage>&#x2013;<lpage>e5</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.15761/JTS.1000389">https://doi.org/10.15761/JTS.1000389</ext-link></comment></mixed-citation></ref>
<ref id="CIT0002"><label>2</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bwire</surname> <given-names>GM</given-names></string-name>, <string-name><surname>Paulo</surname> <given-names>LS</given-names></string-name></person-group>. <article-title>Coronavirus disease-2019: Is fever an adequate screening for the returning travelers?</article-title> <source>Trop Med Health</source>. <year>2020</year>;<volume>48</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>3</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s41182-020-00201-2">https://doi.org/10.1186/s41182-020-00201-2</ext-link></comment></mixed-citation></ref>
<ref id="CIT0003"><label>3</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Yanez</surname> <given-names>ND</given-names></string-name>, <string-name><surname>Weiss</surname> <given-names>NS</given-names></string-name>, <string-name><surname>Romand</surname> <given-names>JA</given-names></string-name>, <string-name><surname>Treggiari</surname> <given-names>MM</given-names></string-name></person-group>. <article-title>COVID-19 mortality risk for older men and women</article-title>. <source>BMC Public Health</source>. <year>2020</year>;<volume>20</volume>(<issue>1</issue>):<fpage>e0248281</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s12889-020-09826-8">https://doi.org/10.1186/s12889-020-09826-8</ext-link></comment></mixed-citation></ref>
<ref id="CIT0004"><label>4</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Tessema</surname> <given-names>SK</given-names></string-name>, <string-name><surname>Nkengasong</surname> <given-names>JN</given-names></string-name></person-group>. <article-title>Understanding COVID-19 in Africa</article-title>. <source>Nat Rev Immunol</source>. <year>2021</year>;<volume>21</volume>(<issue>8</issue>):<fpage>469</fpage>&#x2013;<lpage>470</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1038/s41577-021-00579-y">https://doi.org/10.1038/s41577-021-00579-y</ext-link></comment></mixed-citation></ref>
<ref id="CIT0005"><label>5</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Mulenga</surname> <given-names>LB</given-names></string-name>, <string-name><surname>Hines</surname> <given-names>JZ</given-names></string-name>, <string-name><surname>Fwoloshi</surname> <given-names>S</given-names></string-name>, <string-name><surname>Chirwa</surname> <given-names>L</given-names></string-name>, <string-name><surname>Siwingwa</surname> <given-names>M</given-names></string-name>, <string-name><surname>Yingst</surname> <given-names>S</given-names></string-name></person-group>. <article-title>Prevalence of SARS-CoV-2 in six districts in Zambia in July, 2020: A cross-sectional cluster sample survey</article-title>. <source>Artic Lancet Glob Health</source>. <year>2021</year>;<volume>9</volume>(<issue>6</issue>):<fpage>E773</fpage>&#x2013;<lpage>E781</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/S2214-109X(21)00053-X">https://doi.org/10.1016/S2214-109X(21)00053-X</ext-link></comment></mixed-citation></ref>
<ref id="CIT0006"><label>6</label><mixed-citation publication-type="web"><person-group person-group-type="author"><collab>Worldometer</collab></person-group>. <source>Zambia COVID &#x2013; Coronavirus statistics &#x2013; Worldometer [homepage on the Internet]</source>. <year>2022</year> <comment>[cited 2022 Oct 06]. Available from: <ext-link ext-link-type="uri" xlink:href="https://www.worldometers.info/coronavirus/country/zambia/">https://www.worldometers.info/coronavirus/country/zambia/</ext-link></comment></mixed-citation></ref>
<ref id="CIT0007"><label>7</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Fwoloshi</surname> <given-names>S</given-names></string-name>, <string-name><surname>Hines</surname> <given-names>JZ</given-names></string-name>, <string-name><surname>Barradas</surname> <given-names>DT</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Prevalence of severe acute respiratory syndrome coronavirus 2 among healthcare workers &#x2013; Zambia, July 2020</article-title>. <source>Clin Infect Dis</source>. <year>2021</year>;<volume>73</volume>(<issue>6</issue>):<fpage>e1321</fpage>&#x2013;<lpage>e1328</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/cid/ciab273">https://doi.org/10.1093/cid/ciab273</ext-link></comment></mixed-citation></ref>
<ref id="CIT0008"><label>8</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Johansson</surname> <given-names>MA</given-names></string-name>, <string-name><surname>Quandelacy</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Kada</surname> <given-names>S</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>SARS-CoV-2 transmission from people without COVID-19 symptoms</article-title>. <source>JAMA Netw Open</source>. <year>2021</year>;<volume>4</volume>(<issue>1</issue>):<fpage>e2035057</fpage>&#x2013;<lpage>e2035057</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1001/jamanetworkopen.2020.35057">https://doi.org/10.1001/jamanetworkopen.2020.35057</ext-link></comment></mixed-citation></ref>
<ref id="CIT0009"><label>9</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Tindale</surname> <given-names>LC</given-names></string-name>, <string-name><surname>Stockdale</surname> <given-names>JE</given-names></string-name>, <string-name><surname>Coombe</surname> <given-names>M</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Evidence for transmission of COVID-19 prior to symptom onset</article-title>. <source>Elife</source>. <year>2020</year>;<volume>9</volume>:<fpage>1</fpage>&#x2013;<lpage>34</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.7554/eLife.57149">https://doi.org/10.7554/eLife.57149</ext-link></comment></mixed-citation></ref>
<ref id="CIT0010"><label>10</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Wei</surname> <given-names>WE</given-names></string-name>, <string-name><surname>Li</surname> <given-names>Z</given-names></string-name>, <string-name><surname>Chiew</surname> <given-names>CJ</given-names></string-name>, <string-name><surname>Yong</surname> <given-names>SE</given-names></string-name>, <string-name><surname>Toh</surname> <given-names>MP</given-names></string-name>, <string-name><surname>Lee</surname> <given-names>VJ</given-names></string-name></person-group>. <article-title>Presymptomatic transmission of SARS-CoV-2 &#x2013; Singapore, January 23 &#x2013; March 16, 2020</article-title>. <source>MMWR Morb Mortal Wkly Rep</source>. <year>2020</year>;<volume>69</volume>(<issue>14</issue>):<fpage>411</fpage>&#x2013;<lpage>415</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.15585/mmwr.mm6914e1">https://doi.org/10.15585/mmwr.mm6914e1</ext-link></comment></mixed-citation></ref>
<ref id="CIT0011"><label>11</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Paleker</surname> <given-names>M</given-names></string-name>, <string-name><surname>Tembo</surname> <given-names>YA</given-names></string-name>, <string-name><surname>Davies</surname> <given-names>M-A</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Asymptomatic COVID-19 in South Africa &#x2013; Implications for the control of transmission</article-title>. <source>Public Health Action</source>. <year>2021</year>;<volume>11</volume>(<issue>2</issue>):<fpage>58</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5588/pha.20.0069">https://doi.org/10.5588/pha.20.0069</ext-link></comment></mixed-citation></ref>
<ref id="CIT0012"><label>12</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>G&#x00FC;ner</surname> <given-names>R</given-names></string-name>, <string-name><surname>Hasano&#x011F;lu</surname> <given-names>&#x0130;</given-names></string-name>, <string-name><surname>Akta&#x015F;</surname> <given-names>F</given-names></string-name></person-group>. <article-title>COVID-19: Prevention and control measures in community</article-title>. <source>Turk J Med Sci</source>. <year>2020</year>;<volume>50</volume>(<issue>9</issue>):<fpage>571</fpage>&#x2013;<lpage>577</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3906/sag-2004-146">https://doi.org/10.3906/sag-2004-146</ext-link></comment></mixed-citation></ref>
<ref id="CIT0013"><label>13</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Williams</surname> <given-names>TC</given-names></string-name>, <string-name><surname>Burgers</surname> <given-names>WA</given-names></string-name></person-group>. <article-title>SARS-CoV-2 evolution and vaccines: Cause for concern?</article-title> <source>Lancet Respir Med</source>. <year>2021</year>;<volume>9</volume>(<issue>4</issue>):<fpage>333</fpage>&#x2013;<lpage>335</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/S2213-2600(21)00075-8">https://doi.org/10.1016/S2213-2600(21)00075-8</ext-link></comment></mixed-citation></ref>
<ref id="CIT0014"><label>14</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Palmer</surname> <given-names>BS</given-names></string-name></person-group>. <article-title>Covid-19 eradication: Stopping transmission between countries</article-title>. <source>BMJ</source>. <year>2021</year>;<fpage>373.e1</fpage> <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1136/bmj.n1425">https://doi.org/10.1136/bmj.n1425</ext-link></comment></mixed-citation></ref>
<ref id="CIT0015"><label>15</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Mulenga</surname> <given-names>LB</given-names></string-name>, <string-name><surname>Hines</surname> <given-names>JZ</given-names></string-name>, <string-name><surname>Fwoloshi</surname> <given-names>S</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Prevalence of SARS-CoV-2 in six districts in Zambia in July, 2020: A cross-sectional cluster sample survey</article-title>. <source>Lancet Glob Health</source>. <year>2021</year>;<volume>9</volume>(<issue>6</issue>):<fpage>e773</fpage>&#x2013;<lpage>e781</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/S2214-109X(21)00053-X">https://doi.org/10.1016/S2214-109X(21)00053-X</ext-link></comment></mixed-citation></ref>
<ref id="CIT0016"><label>16</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Soriano</surname> <given-names>V</given-names></string-name>, <string-name><surname>Ganado-Pinilla</surname> <given-names>P</given-names></string-name>, <string-name><surname>Sanchez-Santos</surname> <given-names>M</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Main differences between the first and second waves of COVID-19 in Madrid, Spain</article-title>. <source>Int J Infect Dis</source>. <year>2021</year>;<volume>105</volume>:<fpage>374</fpage>&#x2013;<lpage>376</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ijid.2021.02.115">https://doi.org/10.1016/j.ijid.2021.02.115</ext-link></comment></mixed-citation></ref>
<ref id="CIT0017"><label>17</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Akande</surname> <given-names>OW</given-names></string-name>, <string-name><surname>Elimian</surname> <given-names>KO</given-names></string-name>, <string-name><surname>Igumbor</surname> <given-names>E</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Epidemiological comparison of the first and second waves of the COVID-19 pandemic in Nigeria, February 2020-April 2021</article-title>. <source>BMJ Glob Health</source>. <year>2021</year>;<volume>6</volume>(<issue>11</issue>):<fpage>e007076</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1136/bmjgh-2021-007076">https://doi.org/10.1136/bmjgh-2021-007076</ext-link></comment></mixed-citation></ref>
<ref id="CIT0018"><label>18</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Avadhanula</surname> <given-names>V</given-names></string-name>, <string-name><surname>Nicholson</surname> <given-names>EG</given-names></string-name>, <string-name><surname>Ferlic-Stark</surname> <given-names>L</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Viral load of SARS-CoV-2 in adults during the first and second wave of COVID-19 pandemic in Houston, TX: The potential of the super-spreader</article-title>. <source>J Infect Dis</source>. <year>2021</year>;<volume>223</volume>(<issue>9</issue>):<fpage>1528</fpage>&#x2013;<lpage>1537</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/infdis/jiab097">https://doi.org/10.1093/infdis/jiab097</ext-link></comment></mixed-citation></ref>
<ref id="CIT0019"><label>19</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ghosh</surname> <given-names>DD</given-names></string-name>, <string-name><surname>Sarkar</surname> <given-names>A</given-names></string-name>, <string-name><surname>Chouhan</surname> <given-names>DP</given-names></string-name></person-group>. <article-title>COVID-19 second wave: District level study of concentration of confirmed cases and fatality in India</article-title>. <source>Environ Challenges</source>. <year>2021</year>;<volume>5</volume>:<fpage>100221</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.envc.2021.100221">https://doi.org/10.1016/j.envc.2021.100221</ext-link></comment></mixed-citation></ref>
<ref id="CIT0020"><label>20</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Coccia</surname> <given-names>M</given-names></string-name></person-group>. <article-title>The impact of first and second wave of the COVID-19 pandemic in society: Comparative analysis to support control measures to cope with negative effects of future infectious diseases</article-title>. <source>Environ Res</source>. <year>2021</year>;<volume>197</volume>:<fpage>111099</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.envres.2021.111099">https://doi.org/10.1016/j.envres.2021.111099</ext-link></comment></mixed-citation></ref>
<ref id="CIT0021"><label>21</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Iftimie</surname> <given-names>S</given-names></string-name>, <string-name><surname>Lopez-Azcona</surname> <given-names>AF</given-names></string-name>, <string-name><surname>Vallverdu</surname> <given-names>I</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>First and second waves of coronavirus disease-19: A comparative study in hospitalized patients in Reus, Spain</article-title>. <source>PLoS One</source>. <year>2021</year>;<volume>16</volume>(<issue>3</issue>):<fpage>e0248029</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1101/2020.12.10.20246959">https://doi.org/10.1101/2020.12.10.20246959</ext-link></comment></mixed-citation></ref>
<ref id="CIT0022"><label>22</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Mudenda</surname> <given-names>S</given-names></string-name></person-group>. <article-title>The second wave of COVID-19 and risk of the third wave: Factors affecting the continuous transmission, spread of, and increased mortality associated with coronavirus disease 2019 (COVID-19)</article-title>. <source>Eur J Environ Public Health</source>. <year>2021</year>;<volume>5</volume>(<issue>2</issue>):<fpage>em0081</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.21601/ejeph/11056">https://doi.org/10.21601/ejeph/11056</ext-link></comment></mixed-citation></ref>
<ref id="CIT0023"><label>23</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>De Cos</surname> <given-names>O</given-names></string-name>, <string-name><surname>Castillo</surname> <given-names>V</given-names></string-name>, <string-name><surname>Cantarero</surname> <given-names>D</given-names></string-name></person-group>. <article-title>Facing a second wave from a regional view: Spatial patterns of COVID-19 as a key determinant for public health and geoprevention plans</article-title>. <source>Int J Environ Res Public Health</source>. <year>2020</year>;<volume>17</volume>(<issue>22</issue>):<fpage>8468</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/ijerph17228468">https://doi.org/10.3390/ijerph17228468</ext-link></comment></mixed-citation></ref>
<ref id="CIT0024"><label>24</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Chen</surname> <given-names>S</given-names></string-name>, <string-name><surname>Prettner</surname> <given-names>K</given-names></string-name>, <string-name><surname>Kuhn</surname> <given-names>M</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Climate and the spread of COVID-19</article-title>. <source>Sci Rep</source>. <year>2021</year>;<volume>11</volume>(<issue>1</issue>):<fpage>9042</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1038/s41598-021-87692-z">https://doi.org/10.1038/s41598-021-87692-z</ext-link></comment></mixed-citation></ref>
<ref id="CIT0025"><label>25</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Stall</surname> <given-names>NM</given-names></string-name>, <string-name><surname>Wu</surname> <given-names>W</given-names></string-name>, <string-name><surname>Lapointe-Shaw</surname> <given-names>L</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Sex- and age-specific differences in COVID-19 testing, cases, and outcomes: A population-wide study in Ontario, Canada</article-title>. <source>J Am Geriatr Soc</source>. <year>2020</year>;<volume>68</volume>:<fpage>2188</fpage>&#x2013;<lpage>2191</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/jgs.16761">https://doi.org/10.1111/jgs.16761</ext-link></comment></mixed-citation></ref>
<ref id="CIT0026"><label>26</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Lapointe-Shaw</surname> <given-names>L</given-names></string-name>, <string-name><surname>Rader</surname> <given-names>B</given-names></string-name>, <string-name><surname>Astley</surname> <given-names>CM</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Web and phone-based COVID-19 syndromic surveillance in Canada: A cross-sectional study</article-title>. <source>PLoS One</source>. <year>2020</year>;<volume>15</volume>(<issue>10</issue>):<fpage>e0239886</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pone.0239886">https://doi.org/10.1371/journal.pone.0239886</ext-link></comment></mixed-citation></ref>
<ref id="CIT0027"><label>27</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ballering</surname> <given-names>AV</given-names></string-name>, <string-name><surname>Oertelt-Prigione</surname> <given-names>S</given-names></string-name>, <string-name><surname>Olde Hartman</surname> <given-names>TC</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Sex and gender-related differences in COVID-19 diagnoses and SARS-CoV-2 testing practices during the first wave of the pandemic: The Dutch lifelines COVID-19 cohort study</article-title>. <source>J Womens Health</source>. <year>2021</year>;<volume>30</volume>(<issue>12</issue>):<fpage>1686</fpage>&#x2013;<lpage>1692</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1089/jwh.2021.0226">https://doi.org/10.1089/jwh.2021.0226</ext-link></comment></mixed-citation></ref>
<ref id="CIT0028"><label>28</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Yu</surname> <given-names>C</given-names></string-name>, <string-name><surname>Zhou</surname> <given-names>M</given-names></string-name>, <string-name><surname>Liu</surname> <given-names>Y</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Characteristics of asymptomatic COVID-19 infection and progression: A multicenter, retrospective study</article-title>. <source>Virulence</source>. <year>2020</year>;<volume>11</volume>(<issue>1</issue>):<fpage>1006</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/21505594.2020.1802194">https://doi.org/10.1080/21505594.2020.1802194</ext-link></comment></mixed-citation></ref>
<ref id="CIT0029"><label>29</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Almadhi</surname> <given-names>MA</given-names></string-name>, <string-name><surname>Abdulrahman</surname> <given-names>A</given-names></string-name>, <string-name><surname>Sharaf</surname> <given-names>SA</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>The high prevalence of asymptomatic SARS-CoV-2 infection reveals the silent spread of COVID-19</article-title>. <source>Int J Infect Dis</source>. <year>2021</year>;<volume>105</volume>:<fpage>656</fpage>&#x2013;<lpage>661</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ijid.2021.02.100">https://doi.org/10.1016/j.ijid.2021.02.100</ext-link></comment></mixed-citation></ref>
<ref id="CIT0030"><label>30</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Starke</surname> <given-names>KR</given-names></string-name>, <string-name><surname>Reissig</surname> <given-names>D</given-names></string-name>, <string-name><surname>Petereit-Haack</surname> <given-names>G</given-names></string-name>, <string-name><surname>Schmauder</surname> <given-names>S</given-names></string-name>, <string-name><surname>Nienhaus</surname> <given-names>A</given-names></string-name>, <string-name><surname>Seidler</surname> <given-names>A</given-names></string-name></person-group>. <article-title>The isolated effect of age on the risk of COVID-19 severe outcomes: A systematic review with meta-analysis</article-title>. <source>BMJ Glob Health</source>. <year>2021</year>;<volume>6</volume>(<issue>12</issue>):<fpage>e006434</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1136/bmjgh-2021-006434">https://doi.org/10.1136/bmjgh-2021-006434</ext-link></comment></mixed-citation></ref>
<ref id="CIT0031"><label>31</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Rotevatn</surname> <given-names>TA</given-names></string-name>, <string-name><surname>Nyg&#x00E5;rd</surname> <given-names>K</given-names></string-name>, <string-name><surname>Espenhain</surname> <given-names>L</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>When schools were open for in-person teaching during the COVID-19 pandemic &#x2013; The Nordic experience on control measures and transmission in schools during the delta wave</article-title>. <source>BMC Public Health</source>. <year>2023</year>;<volume>23</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>12</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s12889-022-14906-y">https://doi.org/10.1186/s12889-022-14906-y</ext-link></comment></mixed-citation></ref>
<ref id="CIT0032"><label>32</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Crimmins</surname> <given-names>EM</given-names></string-name></person-group>. <article-title>Age-related vulnerability to coronavirus disease 2019 (COVID-19): Biological, contextual, and policy-related factors</article-title>. <source>Public Policy Aging Rep</source>. <year>2020</year>;<volume>30</volume>(<issue>4</issue>):<fpage>142</fpage>&#x2013;<lpage>146</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/ppar/praa023">https://doi.org/10.1093/ppar/praa023</ext-link></comment></mixed-citation></ref>
</ref-list>
<fn-group>
<fn><p><bold>How to cite this article:</bold> Gwasupika J, Daka V, Chileshe J, et al. COVID-19 positive cases among asymptomatic individuals during the second wave in Ndola, Zambia. Afr J Lab Med. 2023;12(1), a2119. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/ajlm.v12i1.2119">https://doi.org/10.4102/ajlm.v12i1.2119</ext-link></p></fn>
</fn-group>
</back>
</article>