<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<?covid-19-tdm?>
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="brief-report" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2023.1186429</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Providing freedom or financial remuneration? A cross-sectional study on the role of monetary and legal incentives on COVID-19 further booster vaccination intention in the Italian context</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Barello</surname>
<given-names>Serena</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/142274/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Acampora</surname>
<given-names>Marta</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2245066/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Paleologo</surname>
<given-names>Michele</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Palamenghi</surname>
<given-names>Lorenzo</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<xref rid="aff4" ref-type="aff"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Graffigna</surname>
<given-names>Guendalina</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<xref rid="aff4" ref-type="aff"><sup>4</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>EngageMinds HUB&#x2014;Consumer, Food and Health Engagement Research Center, Universit&#x00E0; Cattolica del Sacro Cuore</institution>, <addr-line>Milan</addr-line>, <country>Italy</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Psychology, Universit&#x00E0; Cattolica del Sacro Cuore</institution>, <addr-line>Milan</addr-line>, <country>Italy</country></aff>
<aff id="aff3"><sup>3</sup><institution>Faculty of Psychology, Universit&#x00E0; Cattolica del Sacro Cuore</institution>, <addr-line>Milan</addr-line>, <country>Italy</country></aff>
<aff id="aff4"><sup>4</sup><institution>Faculty of Agriculture, Food and Environmental Sciences, Universit&#x00E0; Cattolica del Sacro Cuore</institution>, <addr-line>Cremona</addr-line>, <country>Italy</country></aff>
<author-notes>
<fn id="fn0001" fn-type="edited-by">
<p>Edited by: Pasquale Stefanizzi, University of Bari Aldo Moro, Italy</p>
</fn>
<fn id="fn0002" fn-type="edited-by">
<p>Reviewed by: Nami Mohammadian Khonsari, Alborz University of Medical Sciences, Iran; Ronghui Yang, Donghua University, China</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Marta Acampora, <email>marta.acampora@unicatt.it</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>06</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1186429</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>03</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>06</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Barello, Acampora, Paleologo, Palamenghi and Graffigna.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Barello, Acampora, Paleologo, Palamenghi and Graffigna</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Vaccine hesitancy became a more and more important issue during the COVID-19 pandemic. Due to the emergence of new variants, many international health agencies have already begun administering booster doses of the vaccine in response to these threats. Studies have emphasized the effectiveness of different types of incentive-based strategies to increase vaccination behaviors. The purpose of the present study was to identify the correlation between different types of incentives (legal or financial) with people&#x2019;s intentions to get a COVID-19 booster vaccine. We conducted a cross-sectional study between 29 January 2022 and 03 February 2022. An online quantitative survey was carried out in Italy. One thousand and twenty-two Italian adults were recruited by a professional panel provider. Descriptive statistics were computed for the five variables concerning the incentives (monetary, tax, fee, health certification, travel) toward vaccination. A general linear model (GLM) was then computed to compare the scores of the five different variables within the subjects. The general linear model showed a significant within-subjects main effect. Post-hoc comparisons showed that among the financial incentive, the monetary reward is rated lower than all the others. Tax and fees both resulted lower than both the legal incentives. Finally, COVID-19 health certification and travel did not result significantly different from each other. This study offers an important contribution to public policy literature and to policymakers in their efforts to explain and steer booster vaccination acceptance while facing an ongoing pandemic.</p>
</abstract>
<kwd-group>
<kwd>booster vaccination</kwd>
<kwd>COVID-19 vaccine</kwd>
<kwd>monetary incentive</kwd>
<kwd>legal incentives</kwd>
<kwd>vaccination intention</kwd>
<kwd>public health policy</kwd>
</kwd-group>
<contract-sponsor id="cn1">Fondazione Cariplo<named-content content-type="fundref-id">10.13039/501100002803</named-content></contract-sponsor>
<contract-sponsor id="cn2">Regione Lombardia<named-content content-type="fundref-id">10.13039/501100009882</named-content></contract-sponsor>
<counts>
<fig-count count="0"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="51"/>
<page-count count="6"/>
<word-count count="4749"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Public Health Policy</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<title>1. Introduction</title>
<p>Vaccine hesitancy, has become an increasingly important issue during the COVID-19 pandemic, to the extent that it was identified in 2019 by the World Health Organisation (<xref ref-type="bibr" rid="ref1">1</xref>) as a major threat to global health. Due to the emergence of new variants, many international health agencies have already begun administering booster doses of the vaccine in response to these threats.</p>
<p>If vaccine acceptance has been a problem since the beginning of the pandemic, the administration of future booster shots could increase the hesitancy phenomenon, as studies have shown (<xref ref-type="bibr" rid="ref2 ref3 ref4 ref5 ref6 ref7 ref8">2&#x2013;8</xref>). As of 21st, July 2022 (at the time of writing this manuscript), only 107 million fully vaccinated people worldwide have received an additional vaccine dose or a booster dose, the highest level of protection against the virus.</p>
<p>Given these figures, the phenomenon of vaccine hesitancy will continue to be a serious threat to the end of the COVID-19 pandemic and for this reason it is necessary to investigate the mechanisms underlying this phenomenon by taking opportunity of large-scale vaccination due to the recent health emergency as a field of study.</p>
<p>Low vaccination intentions have been linked to people&#x2019;s lack of trust in the safety of vaccines, complacency (seeing vaccination as largely unnecessary), calculativeness (carefully weighing risks and benefits), obstacles to vaccination, and low collective responsibility (e.g., unwillingness to get vaccinated to protect others) perceptions, according to previous research involving healthcare workers and the general population (<xref ref-type="bibr" rid="ref9 ref10 ref11 ref12">9&#x2013;12</xref>). Researchers have suggested a range of interventions, from informational campaigns to mandatory vaccination, for addressing these vaccine antecedents and boosting vaccination intentions (<xref ref-type="bibr" rid="ref13 ref14 ref15">13&#x2013;15</xref>). Offering incentives for vaccination could increase vaccination intentions in the same way that incentives have been demonstrated to encourage other healthy habits, such as keeping a healthier diet, stopping smoking, or doing physical exercise (<xref ref-type="bibr" rid="ref16 ref17 ref18">16&#x2013;18</xref>).</p>
<p>The literature (<xref ref-type="bibr" rid="ref19 ref20 ref21 ref22">19&#x2013;22</xref>) on this topic has emphasized the effectiveness of different types of incentive-based strategies to increase vaccination behaviours. Several studies (<xref ref-type="bibr" rid="ref23 ref24 ref25 ref26">23&#x2013;26</xref>) have shown how incentive-based strategies based on financial remuneration (e.g., monetary, bonus) in different countries have increased the acceptance of vaccines. Other studies (<xref ref-type="bibr" rid="ref27 ref28 ref29 ref30 ref31 ref32">27&#x2013;32</xref>) have also shown that the use of legal incentives linked to providing freedoms (e.g., the possibility to travel, the possibility to participate in public activities) are effective in promoting vaccination campaigns. However, vaccine hesitancy persists among certain population segments, necessitating further research into effective strategies for addressing this issue (<xref ref-type="bibr" rid="ref33">33</xref>).</p>
<p>In this scenario, it is crucial to understand the effective approaches that can motivate the hesitant population to receive uptake doses of the COVID-19 vaccine, leveraging this health emergency as a field of study to gain a deeper understanding of vaccine hesitancy as a whole. Indeed, despite certain unique aspects related to COVID-19 (<xref ref-type="bibr" rid="ref15">15</xref>), being against vaccine remains a significant barrier to COVID-19 vaccination (<xref ref-type="bibr" rid="ref34">34</xref>). Therefore, effective strategies in this specific context may also prove effective in the future, presenting an opportunity to bridge the gap between scientific potential and citizen behavior.</p>
<p>Based on these premises, the purpose of the present study was to identify the correlation between different types of incentives (legal or financial) with people&#x2019;s intentions to get a COVID-19 booster vaccine.</p>
</sec>
<sec id="sec2" sec-type="methods">
<title>2. Methods</title>
<sec id="sec3">
<title>2.1. Sample and procedure</title>
<p>One thousand and twenty-two Italian adults were recruited by a professional panel provider (Norstat Italia Srl) by employing a stratified sampling. After providing their informed consent, the participants were asked to fill an online survey (using a CAWI methodology). The survey included questions regarding the participants&#x2019; sociodemographic status (gender, age, monthly family wage, level of education); one question regarding their COVID-19 vaccinal status, namely whether they did the booster dose, scheduled it, or did not do it nor scheduled it; and five questions regarding their intention to do an additional anti-COVID-19 vaccinal dose if an incentive were provided. Incentives were either financial (monetary, tax relief, or a fee in case of non-compliance), or legal (COVID-19 health certification, or freedom to travel). Participants were asked to rate their agreement on a 6 steps Likert scale (1&#x2009;=&#x2009;strongly disagree, 6&#x2009;=&#x2009;strongly agree).</p>
<p>Participants that did not do, nor scheduled the booster dose were excluded from the sample; the same goes for participants who refused to answer the question regarding their monthly wage.</p>
</sec>
<sec id="sec4">
<title>2.2. Statistical analyses</title>
<p>First, frequencies were calculated for the sociodemographic characteristics of the sample. Descriptive statistics (mean, standard deviation, skewness and kurtosis) were computed for the five variables concerning the incentives towards vaccination. The scores for the five variables were also transformed in <italic>z</italic>-scores and screened for outliers (<italic>z</italic>&#x2009;&#x2265;&#x2009;|3|).</p>
<p>A general linear model (GLM) was then computed to compare the scores of the five different variables within the subjects. Gender, wage (coded as above and below the median of 1800&#x20AC;/month), and education (coded as no high school degree, high school degree, and university degree) were also included in the model as between-subjects variables. Interactions with the within-subject variable were also included in the model, but no interactions between the between-subject variables were computed. Mauchly&#x2019;s test of sphericity was computed to verify the assumption of sphericity, and the appropriate correction was then applied to correct for the violated sphericity, depending on the resulting <italic>&#x03B5;</italic>: Greenhouse&#x2013;Geisser correction for &#x003C;0.75 (<xref ref-type="bibr" rid="ref35">35</xref>), and Huynh&#x2013;Feldt correction for <italic>&#x03B5;</italic>&#x2009;&#x003E;&#x2009;0.75 (<xref ref-type="bibr" rid="ref36">36</xref>). Partial eta-squared (<italic>&#x03B7;</italic><sub>p</sub><sup>2</sup>) was calculated as effect size for the <italic>F</italic>-tests. Post-hoc analyses were calculated, using the Holm-Bonferroni correction (<xref ref-type="bibr" rid="ref37">37</xref>), to inspect pairwise differences between the different levels of the within-subject dependent variable in the overall sample, and -where an interaction resulted significant in the different levels of the independent variables; Cohen&#x2019;s <italic>d</italic> was calculated as effect size for these comparisons.</p>
<p>All the analyses were run using JASP software v0.16.</p>
</sec>
<sec id="sec5">
<title>2.3. Ethical considerations</title>
<p>This study has been performed in accordance with the Declaration of Helsinki and has been approved by an independent ethics commission of the Department of Psychology of Universit&#x00E0; Cattolica del Sacro Cuore in Milan (CERPS).</p>
</sec>
</sec>
<sec id="sec6" sec-type="results">
<title>3. Results</title>
<sec id="sec7">
<title>3.1. Descriptive statistics</title>
<p>Two hundred and thirty-five participants were removed as they indicated that they did not do the recommended vaccination cycle, nor did they schedule it. Further 113 participants were removed as they showed missing data on the question regarding wage. The overall remaining sample was <italic>N</italic>&#x2009;=&#x2009;674. The average age in the sample was 48 (SD&#x2009;=&#x2009;13, range between 20 and 72). <xref rid="tab1" ref-type="table">Table 1</xref> shows the descriptive statistics of the sample: gender, geographical area of residence, education level, and family monthly wage. Descriptive statistics of the values of the intention of the sample to do an additional dose under the five different incentive type conditions (monetary, tax, fee, health certification and travel) were also conducted. As shown in <xref rid="tab2" ref-type="table">Table 2</xref>, the results show that legal incentives are more endorsed than financial incentives by respondents. The screening of the outliers based on the <italic>z</italic>-scores showed that no outliers were present in the sample.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Sample characteristics.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="center" valign="top"><italic>n</italic></th>
<th align="center" valign="top">%</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="3">Gender</td>
</tr>
<tr>
<td align="left" valign="top">Male</td>
<td align="center" valign="top">330</td>
<td align="char" valign="top" char=".">48.96</td>
</tr>
<tr>
<td align="left" valign="top">Female</td>
<td align="center" valign="top">344</td>
<td align="char" valign="top" char=".">51.04</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Geographical area of residence</td>
</tr>
<tr>
<td align="left" valign="top">North-west</td>
<td align="center" valign="top">177</td>
<td align="char" valign="top" char=".">26.26</td>
</tr>
<tr>
<td align="left" valign="top">North-east</td>
<td align="center" valign="top">121</td>
<td align="char" valign="top" char=".">17.95</td>
</tr>
<tr>
<td align="left" valign="top">Center</td>
<td align="center" valign="top">122</td>
<td align="char" valign="top" char=".">18.10</td>
</tr>
<tr>
<td align="left" valign="top">South &#x0026; islands</td>
<td align="center" valign="top">254</td>
<td align="char" valign="top" char=".">37.69</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Education level</td>
</tr>
<tr>
<td align="left" valign="top">No degrees</td>
<td align="center" valign="top">1</td>
<td align="char" valign="top" char=".">0.15</td>
</tr>
<tr>
<td align="left" valign="top">Elementary degree</td>
<td align="center" valign="top">2</td>
<td align="char" valign="top" char=".">0.30</td>
</tr>
<tr>
<td align="left" valign="top">Middle school degree</td>
<td align="center" valign="top">106</td>
<td align="char" valign="top" char=".">15.73</td>
</tr>
<tr>
<td align="left" valign="top">High school degree</td>
<td align="center" valign="top">375</td>
<td align="char" valign="top" char=".">55.64</td>
</tr>
<tr>
<td align="left" valign="top">University degree</td>
<td align="center" valign="top">190</td>
<td align="char" valign="top" char=".">28.19</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Family monthly wage</td>
</tr>
<tr>
<td align="left" valign="top">Up to 600&#x20AC;</td>
<td align="center" valign="top">37</td>
<td align="char" valign="top" char=".">5.49</td>
</tr>
<tr>
<td align="left" valign="top">601&#x2013;900&#x20AC;</td>
<td align="center" valign="top">38</td>
<td align="char" valign="top" char=".">5.64</td>
</tr>
<tr>
<td align="left" valign="top">901&#x2013;1,200&#x20AC;</td>
<td align="center" valign="top">69</td>
<td align="char" valign="top" char=".">10.24</td>
</tr>
<tr>
<td align="left" valign="top">1,201&#x2013;1,500&#x20AC;</td>
<td align="center" valign="top">92</td>
<td align="char" valign="top" char=".">13.65</td>
</tr>
<tr>
<td align="left" valign="top">1,501&#x2013;1800&#x20AC;</td>
<td align="center" valign="top">64</td>
<td align="char" valign="top" char=".">6.50</td>
</tr>
<tr>
<td align="left" valign="top">1801&#x2013;2,500&#x20AC;</td>
<td align="center" valign="top">138</td>
<td align="char" valign="top" char=".">20.48</td>
</tr>
<tr>
<td align="left" valign="top">2,501&#x2013;3,500&#x20AC;</td>
<td align="center" valign="top">126</td>
<td align="char" valign="top" char=".">18.69</td>
</tr>
<tr>
<td align="left" valign="top">3,501&#x2013;4,500&#x20AC;</td>
<td align="center" valign="top">72</td>
<td align="char" valign="top" char=".">10.68</td>
</tr>
<tr>
<td align="left" valign="top">More than 4,500&#x20AC;</td>
<td align="center" valign="top">38</td>
<td align="char" valign="top" char=".">5.64</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Descriptive statistics of the values of the intention to do an additional dose under the five different conditions.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">I will do further doses of vaccine, in addition to the current &#x201C;booster&#x201D; dose, if <italic>(item text)</italic>&#x2026;</th>
<th align="left" valign="middle">Label of the variable</th>
<th align="left" valign="middle">Type of incentive</th>
<th align="center" valign="middle">Mean</th>
<th align="center" valign="middle">Std. dev.</th>
<th align="center" valign="middle">Skewness</th>
<th align="center" valign="middle">Kurtosis</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">&#x2026; I will receive a monetary reward for vaccinating</td>
<td align="left" valign="top">Monetary</td>
<td align="left" valign="middle">Financial</td>
<td align="char" valign="middle" char=".">3.095</td>
<td align="char" valign="middle" char=".">1.802</td>
<td align="char" valign="middle" char=".">0.275</td>
<td align="char" valign="middle" char=".">&#x2212;1.309</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2026; the government will reduce my taxes</td>
<td align="left" valign="top">Tax</td>
<td align="left" valign="middle">Financial</td>
<td align="char" valign="middle" char=".">3.562</td>
<td align="char" valign="middle" char=".">1.721</td>
<td align="char" valign="middle" char=".">&#x2212;0.097</td>
<td align="char" valign="middle" char=".">&#x2212;1.236</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2026; the government will fee me for not vaccinating</td>
<td align="left" valign="top">Fee</td>
<td align="left" valign="middle">Financial</td>
<td align="char" valign="middle" char=".">3.635</td>
<td align="char" valign="middle" char=".">1.619</td>
<td align="char" valign="middle" char=".">&#x2212;0.197</td>
<td align="char" valign="middle" char=".">&#x2212;1.019</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2026; I will receive a COVID-19 health certification (HC) that will allow to avoid limitations to my daily life</td>
<td align="left" valign="top">HC</td>
<td align="left" valign="middle">Legal</td>
<td align="char" valign="middle" char=".">4.352</td>
<td align="char" valign="middle" char=".">1.383</td>
<td align="char" valign="middle" char=".">&#x2212;0.736</td>
<td align="char" valign="middle" char=".">&#x2212;0.060</td>
</tr>
<tr>
<td align="left" valign="middle">&#x2026; this will allow me to travel freely</td>
<td align="left" valign="top">Travel</td>
<td align="left" valign="middle">Legal</td>
<td align="char" valign="middle" char=".">4.282</td>
<td align="char" valign="middle" char=".">1.480</td>
<td align="char" valign="middle" char=".">&#x2212;0.658</td>
<td align="char" valign="middle" char=".">&#x2212;0.364</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec8">
<title>3.2. General linear model</title>
<p>Mauchly&#x2019;s test of sphericity resulted significant [<italic>&#x03C7;</italic><sup>2</sup>(9)&#x2009;=&#x2009;326.230; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001; <italic>&#x03B5;</italic>&#x2009;=&#x2009;0.805]: Huyn&#x2013;Feldt correction was then applied for the subsequent analyses.</p>
<p>The general linear model showed a significant within-subjects main effect [<italic>F</italic>(3.220, 2154.115)&#x2009;=&#x2009;117.115; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001; <italic>&#x03B7;</italic><sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.149]. Post-hoc comparisons (see <xref rid="tab3" ref-type="table">Table 3</xref>) show that among the financial incentive, the monetary reward is rated lower than all the others with <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001. Tax and Fee did not result significantly different from each other (with <italic>p</italic>&#x2009;=&#x2009;0.396), but both resulted lower than both the legal incentives (i.e., health certification and travel) with p&#x2009;&#x003C;&#x2009;0.001. Finally, HC and Travel did not result significantly different from each other (with <italic>p</italic>&#x2009;=&#x2009;0.307).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Post-hoc comparisons of the different incentives.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th rowspan="2"/>
<th rowspan="2"/>
<th rowspan="2">Mean difference</th>
<th align="center" valign="middle" colspan="2">95% CI for mean difference</th>
<th rowspan="2">SE</th>
<th rowspan="2"><italic>t</italic></th>
<th rowspan="2">Cohen&#x2019;s <italic>d</italic></th>
</tr>
<tr>
<th align="center" valign="middle">Lower</th>
<th align="center" valign="middle">Upper</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="4">Monetary</td>
<td align="left" valign="middle">Tax<xref rid="tfn2" ref-type="table-fn"><sup>b</sup></xref></td>
<td align="char" valign="middle" char=".">&#x2212;0.456</td>
<td align="char" valign="middle" char=".">&#x2212;0.652</td>
<td align="char" valign="middle" char=".">&#x2212;0.260</td>
<td align="char" valign="middle" char=".">0.070</td>
<td align="char" valign="middle" char=".">&#x2212;6.539<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="middle" char=".">&#x2212;0.252</td>
</tr>
<tr>
<td align="left" valign="middle">Fee<xref rid="tfn3" ref-type="table-fn"><sup>c</sup></xref></td>
<td align="char" valign="middle" char=".">&#x2212;0.515</td>
<td align="char" valign="middle" char=".">&#x2212;0.711</td>
<td align="char" valign="middle" char=".">&#x2212;0.319</td>
<td align="char" valign="middle" char=".">0.070</td>
<td align="char" valign="middle" char=".">&#x2212;7.388<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="middle" char=".">&#x2212;0.285</td>
</tr>
<tr>
<td align="left" valign="middle">HC<xref rid="tfn4" ref-type="table-fn"><sup>d</sup></xref></td>
<td align="char" valign="middle" char=".">&#x2212;1.275</td>
<td align="char" valign="middle" char=".">&#x2212;1.471</td>
<td align="char" valign="middle" char=".">&#x2212;1.079</td>
<td align="char" valign="middle" char=".">0.070</td>
<td align="char" valign="middle" char=".">&#x2212;18.283<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="middle" char=".">&#x2212;0.704</td>
</tr>
<tr>
<td align="left" valign="middle">Travel<xref rid="tfn5" ref-type="table-fn"><sup>e</sup></xref></td>
<td align="char" valign="middle" char=".">&#x2212;1.175</td>
<td align="char" valign="middle" char=".">&#x2212;1.371</td>
<td align="char" valign="middle" char=".">&#x2212;0.979</td>
<td align="char" valign="middle" char=".">0.070</td>
<td align="char" valign="middle" char=".">&#x2212;16.855<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="middle" char=".">&#x2212;0.649</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Tax</td>
<td align="left" valign="middle">Fee<xref rid="tfn3" ref-type="table-fn"><sup>c</sup></xref></td>
<td align="char" valign="middle" char=".">&#x2212;0.059</td>
<td align="char" valign="middle" char=".">&#x2212;0.255</td>
<td align="char" valign="middle" char=".">0.137</td>
<td align="char" valign="middle" char=".">0.070</td>
<td align="char" valign="middle" char=".">&#x2212;0.849</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">HC<xref rid="tfn4" ref-type="table-fn"><sup>d</sup></xref></td>
<td align="char" valign="middle" char=".">&#x2212;0.819</td>
<td align="char" valign="middle" char=".">&#x2212;1.015</td>
<td align="char" valign="middle" char=".">&#x2212;0.623</td>
<td align="char" valign="middle" char=".">0.070</td>
<td align="char" valign="middle" char=".">&#x2212;11.744<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="middle" char=".">&#x2212;0.452</td>
</tr>
<tr>
<td align="left" valign="middle">Travel<xref rid="tfn5" ref-type="table-fn"><sup>e</sup></xref></td>
<td align="char" valign="middle" char=".">&#x2212;0.719</td>
<td align="char" valign="middle" char=".">&#x2212;0.915</td>
<td align="char" valign="middle" char=".">&#x2212;0.523</td>
<td align="char" valign="middle" char=".">0.070</td>
<td align="char" valign="middle" char=".">&#x2212;10.316<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="middle" char=".">&#x2212;0.397</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Fee</td>
<td align="left" valign="middle">HC<xref rid="tfn4" ref-type="table-fn"><sup>d</sup></xref></td>
<td align="char" valign="middle" char=".">&#x2212;0.760</td>
<td align="char" valign="middle" char=".">&#x2212;0.956</td>
<td align="char" valign="middle" char=".">&#x2212;0.564</td>
<td align="char" valign="middle" char=".">0.070</td>
<td align="char" valign="middle" char=".">&#x2212;10.895<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="middle" char=".">&#x2212;0.420</td>
</tr>
<tr>
<td align="left" valign="middle">Travel<xref rid="tfn5" ref-type="table-fn"><sup>e</sup></xref></td>
<td align="char" valign="middle" char=".">&#x2212;0.660</td>
<td align="char" valign="middle" char=".">&#x2212;0.856</td>
<td align="char" valign="middle" char=".">&#x2212;0.464</td>
<td align="char" valign="middle" char=".">0.070</td>
<td align="char" valign="middle" char=".">&#x2212;9.467<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="middle" char=".">&#x2212;0.365</td>
</tr>
<tr>
<td align="left" valign="middle">HC</td>
<td align="left" valign="middle">Travel<xref rid="tfn5" ref-type="table-fn"><sup>e</sup></xref></td>
<td align="char" valign="middle" char=".">0.100</td>
<td align="char" valign="middle" char=".">&#x2212;0.096</td>
<td align="char" valign="middle" char=".">0.295</td>
<td align="char" valign="middle" char=".">0.070</td>
<td align="char" valign="middle" char=".">1.428</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Results are averaged over the levels of: gender, wage, education.</p>
<fn id="tfn1">
<label>a</label>
<p>Significative (<italic>p</italic><sub>holm</sub>&#x2009;&#x003C;&#x2009;0.001).</p>
</fn>
<fn id="tfn2">
<label>b</label>
<p>The government will reduce my taxes.</p>
</fn>
<fn id="tfn3">
<label>c</label>
<p>The government will fee me for not vaccinating.</p>
</fn>
<fn id="tfn4">
<label>d</label>
<p>I will receive a COVID-19 health certification (HC) that will allow to avoid limitations to my daily life.</p>
</fn>
<fn id="tfn5">
<label>e</label>
<p>This will allow me to travel freely.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Additionally, a between-subjects main effect of the gender variable resulted significant [<italic>F</italic>(1, 669)&#x2009;=&#x2009;8.647; <italic>p</italic>&#x2009;=&#x2009;0.003; <italic>&#x03B7;</italic><sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.013], with males having an overall mean of 0.283 (95% CI, 0.094, 0.472) above females. No significant main effect for wage (<italic>p</italic>&#x2009;=&#x2009;0.971) and education (<italic>p</italic>&#x2009;=&#x2009;0.637) emerged from analyses.</p>
<p>Finally, a marginally significant interaction gender&#x2009;&#x00D7;&#x2009;incentives resulted from analyses [<italic>F</italic>(3.220, 2154.115)&#x2009;=&#x2009;4.368; <italic>p</italic>&#x2009;=&#x2009;0.004; <italic>&#x03B7;</italic><sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.006]. The post-hoc analyses (see <xref rid="tab4" ref-type="table">Table 4</xref>) showed that there is a significant difference in the mean of the monetary incentive between the male and the female group, with males having a higher mean answer than female with <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001. No other comparison resulted significant.</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Post-hoc comparisons of the gender&#x2009;&#x00D7;&#x2009;incentives interaction.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th rowspan="2"/>
<th align="center" valign="middle" rowspan="2">Mean difference (male &#x2013; female)</th>
<th align="center" valign="middle" colspan="2">95% CI for mean difference</th>
<th align="center" valign="middle" rowspan="2">SE</th>
<th align="center" valign="middle" rowspan="2"><italic>t</italic></th>
<th align="center" valign="middle" rowspan="2">Cohen&#x2019;s <italic>d</italic></th>
<th align="center" valign="middle" rowspan="2"><italic>p</italic><sub>holm</sub></th>
</tr>
<tr>
<th align="center" valign="middle">Lower</th>
<th align="center" valign="middle">Upper</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Monetary<xref rid="tfn10" ref-type="table-fn"><sup>e</sup></xref></td>
<td align="char" valign="middle" char=".">0.572</td>
<td align="char" valign="middle" char=".">0.167</td>
<td align="char" valign="middle" char=".">0.977</td>
<td align="char" valign="middle" char=".">0.124</td>
<td align="char" valign="middle" char=".">4.617</td>
<td align="center" valign="top">0.309</td>
<td align="char" valign="middle" char=".">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">Tax<xref rid="tfn6" ref-type="table-fn"><sup>a</sup></xref></td>
<td align="char" valign="middle" char=".">0.346</td>
<td align="char" valign="middle" char=".">&#x2212;0.059</td>
<td align="char" valign="middle" char=".">0.751</td>
<td align="char" valign="middle" char=".">0.124</td>
<td align="char" valign="middle" char=".">2.792</td>
<td/>
<td align="char" valign="middle" char=".">0.074</td>
</tr>
<tr>
<td align="left" valign="middle">Fee<xref rid="tfn7" ref-type="table-fn"><sup>b</sup></xref></td>
<td align="char" valign="middle" char=".">0.121</td>
<td align="char" valign="middle" char=".">&#x2212;0.284</td>
<td align="char" valign="middle" char=".">0.526</td>
<td align="char" valign="middle" char=".">0.124</td>
<td align="char" valign="middle" char=".">0.979</td>
<td/>
<td align="char" valign="middle" char=".">1.000</td>
</tr>
<tr>
<td align="left" valign="middle">HC<xref rid="tfn8" ref-type="table-fn"><sup>c</sup></xref></td>
<td align="char" valign="middle" char=".">0.163</td>
<td align="char" valign="middle" char=".">&#x2212;0.242</td>
<td align="char" valign="middle" char=".">0.568</td>
<td align="char" valign="middle" char=".">0.124</td>
<td align="char" valign="middle" char=".">1.318</td>
<td/>
<td align="char" valign="middle" char=".">1.000</td>
</tr>
<tr>
<td align="left" valign="middle">Travel<xref rid="tfn9" ref-type="table-fn"><sup>d</sup></xref></td>
<td align="char" valign="middle" char=".">0.213</td>
<td align="char" valign="middle" char=".">&#x2212;0.192</td>
<td align="char" valign="middle" char=".">0.618</td>
<td align="char" valign="middle" char=".">0.124</td>
<td align="char" valign="middle" char=".">1.715</td>
<td/>
<td align="char" valign="middle" char=".">0.865</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Only the meaningful comparisons are shown in this table. Results are averaged over the levels of: wage, education.</p>
<fn id="tfn6">
<label>a</label>
<p>The government will reduce my taxes.</p>
</fn>
<fn id="tfn7">
<label>b</label>
<p>The government will fee me for not vaccinating.</p>
</fn>
<fn id="tfn8">
<label>c</label>
<p>I will receive a COVID-19 health certification (HC) that will allow to avoid limitations to my daily life.</p>
</fn>
<fn id="tfn9">
<label>d</label>
<p>This will allow me to travel freely.</p>
</fn>
<fn id="tfn10">
<label>e</label>
<p>I will receive a monetary reward for vaccinating.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>A marginally significant effect was also noted in the wage&#x2009;&#x00D7;&#x2009;incentives interaction [<italic>F</italic>(3.220, 2154.115)&#x2009;=&#x2009;3.866; <italic>p</italic>&#x2009;=&#x2009;0.007; <italic>&#x03B7;</italic><sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.006]; however, post-hoc analyses showed no particular differences of interest of the dependent variables between the groups of people with higher or lower wages.</p>
</sec>
</sec>
<sec id="sec9" sec-type="discussions">
<title>4. Discussion</title>
<p>In this study, we investigated the effects of legal and financial incentives on COVID-19 booster dose vaccination intentions. Our results indicated that incentives are a suitable mean to motivate citizens to increase their willingness to get vaccinated even in the case of booster doses. Furthermore, we discovered that both types of incentives significantly relate with peoples&#x2019; willingness to vaccinate against COVID-19. However, for our sample, legal incentives&#x2014;and in particular the introduction of vaccination health certificates required to access specific venues and being allowed to travel&#x2014;were reported as the most effective incentive to boost vaccination intentions as indicated by other studies (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref39">39</xref>).</p>
<p>Our results are also in line with other studies that reported positive impacts of financial incentives on booster vaccination (<xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref41">41</xref>). Indeed, while vaccination mandates seem to be more likely to increase primary vaccination, incentives could be implemented to sustain booster uptake (<xref ref-type="bibr" rid="ref42">42</xref>).</p>
<p>Indeed, as showed by other studies on the role of ethnicity in modifying the relationship between incentives and health behaviour change (<xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref44">44</xref>), it is possible that for various populations and cultural backgrounds, the observed impacts of financial and legal incentives would differ. Thus, caution should be used when interpreting our findings. Additionally, several research advice considering the varying effects of rewards on persons with various motivations. According to the psychological literature, a person&#x2019;s motivation levels may influence how they are influenced by the outside rewards that are given to them to increase their desire to carry out the requested behaviours (<xref ref-type="bibr" rid="ref45 ref46 ref47">45&#x2013;47</xref>). Evidence demonstrates that while typically highly motivated individuals are less influenced by external incentives (<xref ref-type="bibr" rid="ref48">48</xref>), highly motivated individuals can occasionally be more susceptible to financial incentives than other individuals (<xref ref-type="bibr" rid="ref49">49</xref>).</p>
<p>This study has some limitations, and results should be interpreted and used with caution. Firstly, the measures used in this study were self-reported and might be subject to reporting bias. In addition, the current study adopted a series of measures that were not validated&#x2014;even if internal consistency was adequate. Second, as an observational cross-sectional study, causal relationships could not be inferred. Finally, there are indeed some socio-demographic variables that were not considered in this paper, and that is worth discussing. Despite its limitations, this study offers an important contribution to public policy literature and to policy makers in their efforts to explain and steer booster vaccination acceptance while facing an ongoing pandemic. Future research should explore the effects of other monetary and non-monetary types of incentives, as well as the interaction effect of incentive type and valence. Moreover other studies should estimate the impact of compulsory vaccine in acceptance rate and vaccine coverage (<xref ref-type="bibr" rid="ref50">50</xref>, <xref ref-type="bibr" rid="ref51">51</xref>).</p>
</sec>
<sec id="sec10" sec-type="conclusions">
<title>5. Conclusion</title>
<p>Based on results of this study, policymakers should consider incorporating common incentives into their vaccination promotion campaign, providing monetary incentives, and issuing health certifications&#x2014;which permit access to public spaces and cultural events. Moreover, the social and cultural context of the intended vaccination target should be considered while designing these incentives.</p>
</sec>
<sec id="sec11" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="sec12">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by an independent ethics commission of the Department of Psychology of Universit&#x00E0; Cattolica del Sacro Cuore in Milan (CERPS). The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="sec13">
<title>Author contributions</title>
<p>SB contributed to the conception and design of the study, methodology, and writing original draft. LP performed the statistical analysis. MA contributed to the methodology and preparation writing original draft. MP contributed to the methodology and data curation. GG supervised the research project and contributed to the writing, reviewing, and editing the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="sec14" sec-type="funding-information">
<title>Funding</title>
<p>This study was conducted within the CRAFT project, funded by Fondazione Cariplo and Regione Lombardia. The authors declare that the funders had no role in the study design, in interpretation of the results or in the decision to publish the results.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ack>
<p>The authors wish to thank the study participants for their contribution to the research.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="ref1"><label>1.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thangaraju</surname> <given-names>P</given-names></name> <name><surname>Venkatesan</surname> <given-names>S</given-names></name></person-group>. <article-title>D&#x00FC;nya Sa&#x011F;l&#x0131;k &#x00D6;rg&#x00FC;t&#x00FC;n&#x00FC;n 2019&#x2019;da k&#x00FC;resel sa&#x011F;l&#x0131;&#x011F;a tehdit etti&#x011F;ini belirtti&#x011F;i on tehditten biri: Antimikrobiyal diren&#x00E7;</article-title>. <source>Cukurova Med J</source>. (<year>2019</year>) <volume>44</volume>:<fpage>1150</fpage>&#x2013;<lpage>1</lpage>. doi: <pub-id pub-id-type="doi">10.17826/cumj.514157</pub-id></citation></ref>
<ref id="ref2"><label>2.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yadete</surname> <given-names>T</given-names></name> <name><surname>Batra</surname> <given-names>K</given-names></name> <name><surname>Netski</surname> <given-names>DM</given-names></name> <name><surname>Antonio</surname> <given-names>S</given-names></name> <name><surname>Patros</surname> <given-names>MJ</given-names></name> <name><surname>Bester</surname> <given-names>JC</given-names></name></person-group>. <article-title>Assessing acceptability of COVID-19 vaccine booster dose among adult Americans: a cross-sectional study</article-title>. <source>Vaccine</source>. (<year>2021</year>) <volume>9</volume>:<fpage>1424</fpage>. doi: <pub-id pub-id-type="doi">10.3390/vaccines9121424</pub-id>, PMID: <pub-id pub-id-type="pmid">34960170</pub-id></citation></ref>
<ref id="ref3"><label>3.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hu</surname> <given-names>T</given-names></name> <name><surname>Li</surname> <given-names>L</given-names></name> <name><surname>Lin</surname> <given-names>C</given-names></name> <name><surname>Yang</surname> <given-names>Z</given-names></name> <name><surname>Chow</surname> <given-names>C</given-names></name> <name><surname>Lu</surname> <given-names>Z</given-names></name> <etal/></person-group>. <article-title>An analysis of the willingness to the COVID-19 vaccine booster shots among urban employees: evidence from a megacity H in eastern China</article-title>. <source>Int J Environ Res Public Health</source>. (<year>2022</year>) <volume>19</volume>:<fpage>2300</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijerph19042300</pub-id>, PMID: <pub-id pub-id-type="pmid">35206495</pub-id></citation></ref>
<ref id="ref4"><label>4.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Klugar</surname> <given-names>M</given-names></name> <name><surname>Riad</surname> <given-names>A</given-names></name> <name><surname>Mohanan</surname> <given-names>L</given-names></name> <name><surname>Pokorn&#x00E1;</surname> <given-names>A</given-names></name></person-group>. <article-title>COVID-19 vaccine booster hesitancy (VBH) of healthcare workers in Czechia: national cross-sectional study</article-title>. <source>Vaccine</source>. (<year>2021</year>) <volume>9</volume>:<fpage>1437</fpage>. doi: <pub-id pub-id-type="doi">10.3390/vaccines9121437</pub-id>, PMID: <pub-id pub-id-type="pmid">34960183</pub-id></citation></ref>
<ref id="ref5"><label>5.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Koh</surname> <given-names>SWC</given-names></name> <name><surname>Tan</surname> <given-names>HM</given-names></name> <name><surname>Lee</surname> <given-names>WH</given-names></name> <name><surname>Mathews</surname> <given-names>J</given-names></name> <name><surname>Young</surname> <given-names>D</given-names></name></person-group>. <article-title>COVID-19 vaccine booster hesitancy among healthcare workers: a retrospective observational study in Singapore</article-title>. <source>Vaccine</source>. (<year>2022</year>) <volume>10</volume>:<fpage>464</fpage>. doi: <pub-id pub-id-type="doi">10.3390/vaccines10030464</pub-id>, PMID: <pub-id pub-id-type="pmid">35335096</pub-id></citation></ref>
<ref id="ref6"><label>6.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Paul</surname> <given-names>E</given-names></name> <name><surname>Fancourt</surname> <given-names>D</given-names></name></person-group>. <article-title>Predictors of uncertainty and unwillingness to receive the COVID-19 booster vaccine: an observational study of 22,139 fully vaccinated adults in the UK</article-title>. <source>Lancet Reg Health Eur</source>. (<year>2022</year>) <volume>14</volume>:<fpage>100317</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.lanepe.2022.100317</pub-id>, PMID: <pub-id pub-id-type="pmid">35132400</pub-id></citation></ref>
<ref id="ref7"><label>7.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Qin</surname> <given-names>C</given-names></name> <name><surname>Wang</surname> <given-names>R</given-names></name> <name><surname>Tao</surname> <given-names>L</given-names></name> <name><surname>Liu</surname> <given-names>M</given-names></name> <name><surname>Liu</surname> <given-names>J</given-names></name></person-group>. <article-title>Association between risk perception and acceptance for a booster dose of COVID-19 vaccine to children among child caregivers in China</article-title>. <source>Front Public Health</source>. (<year>2022</year>) <volume>10</volume>:<fpage>834572</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpubh.2022.834572</pub-id>, PMID: <pub-id pub-id-type="pmid">35372197</pub-id></citation></ref>
<ref id="ref8"><label>8.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wu</surname> <given-names>JH-C</given-names></name> <name><surname>Langford</surname> <given-names>B</given-names></name> <name><surname>Ha</surname> <given-names>R</given-names></name> <name><surname>Garber</surname> <given-names>G</given-names></name> <name><surname>Daneman</surname> <given-names>N</given-names></name> <name><surname>Johnstone</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Defining appropriate antibiotic prescribing in primary care: A modified Delphi panel approach</article-title>. <source>J Assoc Med Microbiol Infect Dis Can</source>. (<year>2020</year>) <volume>5</volume>:<fpage>61</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.3138/jammi.2019-0023</pub-id>, PMID: <pub-id pub-id-type="pmid">36338183</pub-id></citation></ref>
<ref id="ref9"><label>9.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Betsch</surname> <given-names>C</given-names></name> <name><surname>Schmid</surname> <given-names>P</given-names></name> <name><surname>Heinemeier</surname> <given-names>D</given-names></name> <name><surname>Korn</surname> <given-names>L</given-names></name> <name><surname>Holtmann</surname> <given-names>C</given-names></name> <name><surname>B&#x00F6;hm</surname> <given-names>R</given-names></name></person-group>. <article-title>Beyond confidence: development of a measure assessing the 5C psychological antecedents of vaccination</article-title>. <source>PLoS One</source>. (<year>2018</year>) <volume>13</volume>:<fpage>e0208601</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0208601</pub-id>, PMID: <pub-id pub-id-type="pmid">30532274</pub-id></citation></ref>
<ref id="ref10"><label>10.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Falcon</surname> <given-names>M</given-names></name> <name><surname>Rodr&#x00ED;guez-Bl&#x00E1;zquez</surname> <given-names>C</given-names></name> <name><surname>Romay-Barja</surname> <given-names>M</given-names></name> <name><surname>Ayala</surname> <given-names>A</given-names></name> <name><surname>Burgos</surname> <given-names>A</given-names></name> <name><surname>De Tena-D&#x00E1;vila</surname> <given-names>MJ</given-names></name> <etal/></person-group>. <article-title>COVID-19 vaccine hesitancy in Spain and associated factors</article-title>. <source>Front Public Health</source>. (<year>2023</year>) <volume>11</volume>:<fpage>1129079</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpubh.2023.1129079</pub-id>, PMID: <pub-id pub-id-type="pmid">37006532</pub-id></citation></ref>
<ref id="ref11"><label>11.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tomietto</surname> <given-names>M</given-names></name> <name><surname>Simonetti</surname> <given-names>V</given-names></name> <name><surname>Comparcini</surname> <given-names>D</given-names></name> <name><surname>Stefanizzi</surname> <given-names>P</given-names></name> <name><surname>Cicolini</surname> <given-names>G</given-names></name></person-group>. <article-title>A large cross-sectional survey of COVID-19 vaccination willingness amongst healthcare students and professionals: reveals generational patterns</article-title>. <source>J Adv Nurs</source>. (<year>2022</year>) <volume>78</volume>:<fpage>2894</fpage>&#x2013;<lpage>903</lpage>. doi: <pub-id pub-id-type="doi">10.1111/jan.15222</pub-id>, PMID: <pub-id pub-id-type="pmid">35301774</pub-id></citation></ref>
<ref id="ref12"><label>12.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barello</surname> <given-names>S</given-names></name> <name><surname>Maiorino</surname> <given-names>G</given-names></name> <name><surname>Palamenghi</surname> <given-names>L</given-names></name> <name><surname>Torri</surname> <given-names>C</given-names></name> <name><surname>Acampora</surname> <given-names>M</given-names></name> <name><surname>Gagliardi</surname> <given-names>L</given-names></name> <etal/></person-group>. <article-title>Exploring the motivational roots of getting vaccinated against COVID-19 in a population of vaccinated pediatric healthcare professionals: evidence from an Italian cross-sectional study</article-title>. <source>Vaccine</source>. (<year>2022</year>) <volume>10</volume>:<fpage>467</fpage>. doi: <pub-id pub-id-type="doi">10.3390/vaccines10030467</pub-id>, PMID: <pub-id pub-id-type="pmid">35335099</pub-id></citation></ref>
<ref id="ref13"><label>13.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Betsch</surname> <given-names>C</given-names></name> <name><surname>B&#x00F6;hm</surname> <given-names>R</given-names></name> <name><surname>Chapman</surname> <given-names>GB</given-names></name></person-group>. <article-title>Using behavioral insights to increase vaccination policy effectiveness</article-title>. <source>Policy Insights Behav Brain Sci</source>. (<year>2015</year>) <volume>2</volume>:<fpage>61</fpage>&#x2013;<lpage>73</lpage>. doi: <pub-id pub-id-type="doi">10.1177/2372732215600716</pub-id></citation></ref>
<ref id="ref14"><label>14.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dub&#x00E9;</surname> <given-names>E</given-names></name> <name><surname>Gagnon</surname> <given-names>D</given-names></name> <name><surname>MacDonald</surname> <given-names>NE</given-names></name></person-group>. <article-title>Strategies intended to address vaccine hesitancy: review of published reviews</article-title>. <source>Vaccine</source>. (<year>2015</year>) <volume>33</volume>:<fpage>4191</fpage>&#x2013;<lpage>203</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.vaccine.2015.04.041</pub-id>, PMID: <pub-id pub-id-type="pmid">25896385</pub-id></citation></ref>
<ref id="ref15"><label>15.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Singh</surname> <given-names>P</given-names></name> <name><surname>Dhalaria</surname> <given-names>P</given-names></name> <name><surname>Kashyap</surname> <given-names>S</given-names></name> <name><surname>Soni</surname> <given-names>GK</given-names></name> <name><surname>Nandi</surname> <given-names>P</given-names></name> <name><surname>Ghosh</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Strategies to overcome vaccine hesitancy: a systematic review</article-title>. <source>Syst Rev</source>. (<year>2022</year>) <volume>11</volume>:<fpage>78</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13643-022-01941-4</pub-id>, PMID: <pub-id pub-id-type="pmid">35473819</pub-id></citation></ref>
<ref id="ref16"><label>16.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Notley</surname> <given-names>C</given-names></name> <name><surname>Gentry</surname> <given-names>S</given-names></name> <name><surname>Livingstone-Banks</surname> <given-names>J</given-names></name> <name><surname>Bauld</surname> <given-names>L</given-names></name> <name><surname>Perera</surname> <given-names>R</given-names></name> <name><surname>Hartmann-Boyce</surname> <given-names>J</given-names></name></person-group>. <article-title>Incentives for smoking cessation</article-title>. <source>Cochrane Database Syst Rev</source>. (<year>2019</year>) <volume>7</volume>:<fpage>CD004307</fpage>. doi: <pub-id pub-id-type="doi">10.1002/14651858.CD004307.pub6</pub-id></citation></ref>
<ref id="ref17"><label>17.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wall</surname> <given-names>J</given-names></name> <name><surname>Mhurchu</surname> <given-names>CN</given-names></name> <name><surname>Blakely</surname> <given-names>T</given-names></name> <name><surname>Rodgers</surname> <given-names>A</given-names></name> <name><surname>Wilton</surname> <given-names>J</given-names></name></person-group>. <article-title>Effectiveness of monetary incentives in modifying dietary behavior: a review of randomized, controlled trials</article-title>. <source>Nutr Rev</source>. (<year>2006</year>) <volume>64</volume>:<fpage>518</fpage>&#x2013;<lpage>31</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1753-4887.2006.tb00185.x</pub-id>, PMID: <pub-id pub-id-type="pmid">17274494</pub-id></citation></ref>
<ref id="ref18"><label>18.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Laiou</surname> <given-names>E</given-names></name> <name><surname>Rapti</surname> <given-names>I</given-names></name> <name><surname>Schwarzer</surname> <given-names>R</given-names></name> <name><surname>Fleig</surname> <given-names>L</given-names></name> <name><surname>Cianferotti</surname> <given-names>L</given-names></name> <name><surname>Ngo</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Review: nudge interventions to promote healthy diets and physical activity</article-title>. <source>Food Policy</source>. (<year>2021</year>) <volume>102</volume>:<fpage>102103</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.foodpol.2021.102103</pub-id></citation></ref>
<ref id="ref19"><label>19.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lau</surname> <given-names>D</given-names></name> <name><surname>Hu</surname> <given-names>J</given-names></name> <name><surname>Majumdar</surname> <given-names>SR</given-names></name> <name><surname>Storie</surname> <given-names>DA</given-names></name> <name><surname>Rees</surname> <given-names>SE</given-names></name> <name><surname>Johnson</surname> <given-names>JA</given-names></name></person-group>. <article-title>Interventions to improve influenza and pneumococcal vaccination rates among community-dwelling adults: a systematic review and Meta-analysis</article-title>. <source>Ann Fam Med</source>. (<year>2012</year>) <volume>10</volume>:<fpage>538</fpage>&#x2013;<lpage>46</lpage>. doi: <pub-id pub-id-type="doi">10.1370/afm.1405</pub-id>, PMID: <pub-id pub-id-type="pmid">23149531</pub-id></citation></ref>
<ref id="ref20"><label>20.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Weaver</surname> <given-names>T</given-names></name> <name><surname>Metrebian</surname> <given-names>N</given-names></name> <name><surname>Hellier</surname> <given-names>J</given-names></name> <name><surname>Pilling</surname> <given-names>S</given-names></name> <name><surname>Charles</surname> <given-names>V</given-names></name> <name><surname>Little</surname> <given-names>N</given-names></name> <etal/></person-group>. <article-title>Use of contingency management incentives to improve completion of hepatitis B vaccination in people undergoing treatment for heroin dependence: a cluster randomised trial</article-title>. <source>Lancet</source>. (<year>2014</year>) <volume>384</volume>:<fpage>153</fpage>&#x2013;<lpage>63</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0140-6736(14)60196-3</pub-id>, PMID: <pub-id pub-id-type="pmid">24725468</pub-id></citation></ref>
<ref id="ref21"><label>21.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Savulescu</surname> <given-names>J</given-names></name> <name><surname>Pugh</surname> <given-names>J</given-names></name> <name><surname>Wilkinson</surname> <given-names>D</given-names></name></person-group>. <article-title>Balancing incentives and disincentives for vaccination in a pandemic</article-title>. <source>Nat Med</source>. (<year>2021</year>) <volume>27</volume>:<fpage>1500</fpage>&#x2013;<lpage>3</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41591-021-01466-8</pub-id>, PMID: <pub-id pub-id-type="pmid">34489607</pub-id></citation></ref>
<ref id="ref22"><label>22.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rockliffe</surname> <given-names>L</given-names></name> <name><surname>Stearns</surname> <given-names>S</given-names></name> <name><surname>Forster</surname> <given-names>AS</given-names></name></person-group>. <article-title>A qualitative exploration of using financial incentives to improve vaccination uptake via consent form return in female adolescents in London</article-title>. <source>PLoS One</source>. (<year>2020</year>) <volume>15</volume>:<fpage>e0237805</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0237805</pub-id>, PMID: <pub-id pub-id-type="pmid">32822387</pub-id></citation></ref>
<ref id="ref23"><label>23.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Iyer</surname> <given-names>G</given-names></name> <name><surname>Nandur</surname> <given-names>V</given-names></name> <name><surname>Soberman</surname> <given-names>D</given-names></name></person-group>. <article-title>Vaccine hesitancy and monetary incentives</article-title>. <source>Humanit Soc Sci Commun</source>. (<year>2022</year>) <volume>9</volume>:<fpage>81</fpage>. doi: <pub-id pub-id-type="doi">10.1057/s41599-022-01074-y</pub-id></citation></ref>
<ref id="ref24"><label>24.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Seal</surname> <given-names>K</given-names></name></person-group>. <article-title>A randomized controlled trial of monetary incentives vs. outreach to enhance adherence to the hepatitis B vaccine series among injection drug users</article-title>. <source>Drug Alcohol Depend</source>. (<year>2003</year>) <volume>71</volume>:<fpage>127</fpage>&#x2013;<lpage>31</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0376-8716(03)00074-7</pub-id>, PMID: <pub-id pub-id-type="pmid">12927650</pub-id></citation></ref>
<ref id="ref25"><label>25.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kl&#x00FC;ver</surname> <given-names>H</given-names></name> <name><surname>Hartmann</surname> <given-names>F</given-names></name> <name><surname>Humphreys</surname> <given-names>M</given-names></name> <name><surname>Geissler</surname> <given-names>F</given-names></name> <name><surname>Giesecke</surname> <given-names>J</given-names></name></person-group>. <article-title>Incentives can spur COVID-19 vaccination uptake</article-title>. <source>Proc Natl Acad Sci U S A</source>. (<year>2021</year>) <volume>118</volume>:<fpage>e2109543118</fpage>. doi: <pub-id pub-id-type="doi">10.1073/pnas.2109543118</pub-id>, PMID: <pub-id pub-id-type="pmid">34413212</pub-id></citation></ref>
<ref id="ref26"><label>26.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Munzert</surname> <given-names>S</given-names></name> <name><surname>Selb</surname> <given-names>P</given-names></name> <name><surname>Gohdes</surname> <given-names>A</given-names></name> <name><surname>Stoetzer</surname> <given-names>LF</given-names></name> <name><surname>Lowe</surname> <given-names>W</given-names></name></person-group>. <article-title>Tracking and promoting the usage of a COVID-19 contact tracing app</article-title>. <source>Nat Hum Behav</source>. (<year>2021</year>) <volume>5</volume>:<fpage>247</fpage>&#x2013;<lpage>55</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41562-020-01044-x</pub-id></citation></ref>
<ref id="ref27"><label>27.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wilf-Miron</surname> <given-names>R</given-names></name> <name><surname>Myers</surname> <given-names>V</given-names></name> <name><surname>Saban</surname> <given-names>M</given-names></name></person-group>. <article-title>Incentivizing vaccination uptake: the &#x201C;green pass&#x201D; proposal in Israel</article-title>. <source>JAMA</source>. (<year>2021</year>) <volume>325</volume>:<fpage>1503</fpage>&#x2013;<lpage>4</lpage>. doi: <pub-id pub-id-type="doi">10.1001/jama.2021.4300</pub-id>, PMID: <pub-id pub-id-type="pmid">33720271</pub-id></citation></ref>
<ref id="ref28"><label>28.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Eshun-Wilson</surname> <given-names>I</given-names></name> <name><surname>Mody</surname> <given-names>A</given-names></name> <name><surname>Tram</surname> <given-names>KH</given-names></name> <name><surname>Bradley</surname> <given-names>C</given-names></name> <name><surname>Sheve</surname> <given-names>A</given-names></name> <name><surname>Fox</surname> <given-names>B</given-names></name> <name><surname>Thompson</surname> <given-names>V</given-names></name> <name><surname>Geng</surname> <given-names>E. H.</given-names></name></person-group>. <article-title>Preferences for COVID-19 vaccine distribution strategies in the US: A discrete choice survey</article-title>. <source>PLoS One</source>. (<year>2021</year>) <volume>16</volume>:<fpage>e0256394</fpage>. doi: <pub-id pub-id-type="doi">10.1101/2021.05.19.21257355</pub-id></citation></ref>
<ref id="ref29"><label>29.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shmueli</surname> <given-names>L</given-names></name></person-group>. <article-title>The role of incentives in deciding to receive the available COVID-19 vaccine in Israel</article-title>. <source>Vaccine</source>. (<year>2022</year>) <volume>10</volume>:<fpage>77</fpage>. doi: <pub-id pub-id-type="doi">10.3390/vaccines10010077</pub-id>, PMID: <pub-id pub-id-type="pmid">35062738</pub-id></citation></ref>
<ref id="ref30"><label>30.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barello</surname> <given-names>S</given-names></name> <name><surname>Paleologo</surname> <given-names>M</given-names></name> <name><surname>Palamenghi</surname> <given-names>L</given-names></name> <name><surname>Acampora</surname> <given-names>M</given-names></name> <name><surname>Graffigna</surname> <given-names>G</given-names></name></person-group>. <article-title>Public perceptions of harms and benefit of COVID-19 immunity certificate: a cross-sectional study in the Italian setting</article-title>. <source>Vaccine</source>. (<year>2022</year>) <volume>10</volume>:<fpage>1501</fpage>. doi: <pub-id pub-id-type="doi">10.3390/vaccines10091501</pub-id>, PMID: <pub-id pub-id-type="pmid">36146580</pub-id></citation></ref>
<ref id="ref31"><label>31.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barello</surname> <given-names>S</given-names></name> <name><surname>Acampora</surname> <given-names>M</given-names></name> <name><surname>Paleologo</surname> <given-names>M</given-names></name> <name><surname>Schiavone</surname> <given-names>L</given-names></name> <name><surname>Anderson</surname> <given-names>G</given-names></name> <name><surname>Graffigna</surname> <given-names>G</given-names></name></person-group>. <article-title>Public views on the COVID-19 immunity certificate: a scoping review</article-title>. <source>Health Expect</source>. (<year>2022</year>) <volume>25</volume>:<fpage>2645</fpage>&#x2013;<lpage>57</lpage>. doi: <pub-id pub-id-type="doi">10.1111/hex.13589</pub-id>, PMID: <pub-id pub-id-type="pmid">36168916</pub-id></citation></ref>
<ref id="ref32"><label>32.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lamiani</surname> <given-names>G</given-names></name> <name><surname>Barello</surname> <given-names>S</given-names></name> <name><surname>Browning</surname> <given-names>DM</given-names></name> <name><surname>Vegni</surname> <given-names>E</given-names></name> <name><surname>Meyer</surname> <given-names>EC</given-names></name></person-group>. <article-title>Uncovering and validating clinicians&#x2019; experiential knowledge when facing difficult conversations: a cross-cultural perspective</article-title>. <source>Patient Educ Couns</source>. (<year>2012</year>) <volume>87</volume>:<fpage>307</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.pec.2011.11.012</pub-id>, PMID: <pub-id pub-id-type="pmid">22196987</pub-id></citation></ref>
<ref id="ref33"><label>33.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bussink-Voorend</surname> <given-names>D</given-names></name> <name><surname>Hautvast</surname> <given-names>JLA</given-names></name> <name><surname>Vandeberg</surname> <given-names>L</given-names></name> <name><surname>Visser</surname> <given-names>O</given-names></name> <name><surname>Hulscher</surname> <given-names>MEJL</given-names></name></person-group>. <article-title>A systematic literature review to clarify the concept of vaccine hesitancy</article-title>. <source>Nat Hum Behav</source>. (<year>2022</year>) <volume>6</volume>:<fpage>1634</fpage>&#x2013;<lpage>48</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41562-022-01431-6</pub-id>, PMID: <pub-id pub-id-type="pmid">35995837</pub-id></citation></ref>
<ref id="ref34"><label>34.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wiysonge</surname> <given-names>CS</given-names></name> <name><surname>Ndwandwe</surname> <given-names>D</given-names></name> <name><surname>Ryan</surname> <given-names>J</given-names></name> <name><surname>Jaca</surname> <given-names>A</given-names></name> <name><surname>Batour&#x00E9;</surname> <given-names>O</given-names></name> <name><surname>Anya</surname> <given-names>B-PM</given-names></name> <etal/></person-group>. <article-title>Vaccine hesitancy in the era of COVID-19: could lessons from the past help in divining the future?</article-title> <source>Hum Vaccin Immunother</source>. (<year>2021</year>) <volume>18</volume>:<fpage>1</fpage>&#x2013;<lpage>3</lpage>. doi: <pub-id pub-id-type="doi">10.1080/21645515.2021.1893062</pub-id>, PMID: <pub-id pub-id-type="pmid">33684019</pub-id></citation></ref>
<ref id="ref35"><label>35.</label><citation citation-type="other"><person-group person-group-type="author"><name><surname>Abdi</surname> <given-names>H</given-names></name></person-group>. <article-title>The Greenhouse&#x2013;Geisser correction</article-title>. <source>Encyclopedia of research design</source> (<year>2010</year>) <volume>1</volume>:<fpage>544</fpage>&#x2013;<lpage>548</lpage>.</citation></ref>
<ref id="ref36"><label>36.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huynh</surname> <given-names>H</given-names></name> <name><surname>Feldt</surname> <given-names>LS</given-names></name></person-group>. <article-title>Estimation of the box correction for degrees of freedom from sample data in randomized block and split-plot designs</article-title>. <source>J Educ Stat</source>. (<year>2023</year>) <volume>1</volume>:<fpage>69</fpage>&#x2013;<lpage>82</lpage>. doi: <pub-id pub-id-type="doi">10.3102/10769986001001069</pub-id></citation></ref>
<ref id="ref37"><label>37.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Holm</surname> <given-names>S</given-names></name></person-group>. <article-title>A simple sequentially Rejective multiple test procedure</article-title>. <source>Scand J Stat</source>. (<year>1979</year>) <volume>6</volume>:<fpage>65</fpage>&#x2013;<lpage>70</lpage>.</citation></ref>
<ref id="ref38"><label>38.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mills</surname> <given-names>MC</given-names></name> <name><surname>R&#x00FC;ttenauer</surname> <given-names>T</given-names></name></person-group>. <article-title>The effect of mandatory COVID-19 certificates on vaccine uptake: synthetic-control modelling of six countries</article-title>. <source>Lancet Public Health</source>. (<year>2022</year>) <volume>7</volume>:<fpage>e15</fpage>&#x2013;<lpage>22</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S2468-2667(21)00273-5</pub-id>, PMID: <pub-id pub-id-type="pmid">34914925</pub-id></citation></ref>
<ref id="ref39"><label>39.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oliu-Barton</surname> <given-names>M</given-names></name> <name><surname>Pradelski</surname> <given-names>BSR</given-names></name> <name><surname>Woloszko</surname> <given-names>N</given-names></name> <name><surname>Guetta-Jeanrenaud</surname> <given-names>L</given-names></name> <name><surname>Aghion</surname> <given-names>P</given-names></name> <name><surname>Artus</surname> <given-names>P</given-names></name> <etal/></person-group>. <article-title>The effect of COVID certificates on vaccine uptake, health outcomes, and the economy</article-title>. <source>Nat Commun</source>. (<year>2022</year>) <volume>13</volume>:<fpage>3942</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-022-31394-1</pub-id>, PMID: <pub-id pub-id-type="pmid">35803909</pub-id></citation></ref>
<ref id="ref40"><label>40.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Campos-Mercade</surname> <given-names>P</given-names></name> <name><surname>Meier</surname> <given-names>AN</given-names></name> <name><surname>Schneider</surname> <given-names>FH</given-names></name> <name><surname>Meier</surname> <given-names>S</given-names></name> <name><surname>Pope</surname> <given-names>D</given-names></name> <name><surname>Wengstr&#x00F6;m</surname> <given-names>E</given-names></name></person-group>. <article-title>Monetary incentives increase COVID-19 vaccinations</article-title>. <source>Science</source>. (<year>2021</year>) <volume>374</volume>:<fpage>879</fpage>&#x2013;<lpage>82</lpage>. doi: <pub-id pub-id-type="doi">10.1126/science.abm0475</pub-id>, PMID: <pub-id pub-id-type="pmid">34618594</pub-id></citation></ref>
<ref id="ref41"><label>41.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Robertson</surname> <given-names>E</given-names></name> <name><surname>Reeve</surname> <given-names>KS</given-names></name> <name><surname>Niedzwiedz</surname> <given-names>CL</given-names></name> <name><surname>Moore</surname> <given-names>J</given-names></name> <name><surname>Blake</surname> <given-names>M</given-names></name> <name><surname>Green</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Predictors of COVID-19 vaccine hesitancy in the UK household longitudinal study</article-title>. <source>Brain Behav Immun</source>. (<year>2021</year>) <volume>94</volume>:<fpage>41</fpage>&#x2013;<lpage>50</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.bbi.2021.03.008</pub-id>, PMID: <pub-id pub-id-type="pmid">33713824</pub-id></citation></ref>
<ref id="ref42"><label>42.</label><citation citation-type="other"><person-group person-group-type="author"><name><surname>Sprengholz</surname> <given-names>P</given-names></name> <name><surname>Henkel</surname> <given-names>L</given-names></name> <name><surname>B&#x00F6;hm</surname> <given-names>R</given-names></name> <name><surname>Betsch</surname> <given-names>C</given-names></name></person-group>. Different interventions for different vaccinations? Effects of psychological factors and health policies on COVID-19 primary and booster vaccine uptake. <italic>PsyArXiv</italic>22. [Epub ahead of preprint], doi: <pub-id pub-id-type="doi">10.31234/osf.io/xsh48</pub-id></citation></ref>
<ref id="ref43"><label>43.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chaturvedi</surname> <given-names>N</given-names></name></person-group>. <article-title>Ethnicity as an epidemiological determinant&#x2014; crudely racist or crucially important</article-title>. <source>Int J Epidemiol</source>. (<year>2001</year>) <volume>30</volume>:<fpage>925</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1093/ije/30.5.925</pub-id></citation></ref>
<ref id="ref44"><label>44.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Egede</surname> <given-names>LE</given-names></name></person-group>. <article-title>Financial incentives to improve glycemic control in African American adults with type 2 diabetes: a pilot randomized controlled trial</article-title>. <source>BMC Health Serv Res</source>. (<year>2021</year>) <volume>21</volume>:<fpage>1</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s12913-020-06029-0</pub-id></citation></ref>
<ref id="ref45"><label>45.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Frey</surname> <given-names>BS</given-names></name> <name><surname>Oberholzer-Gee</surname> <given-names>F</given-names></name></person-group>. <article-title>The cost of Price incentives: an empirical analysis of motivation crowding-out</article-title>. <source>Am Econ Rev</source>. (<year>1997</year>) <volume>87</volume>:<fpage>746</fpage>&#x2013;<lpage>55</lpage>.</citation></ref>
<ref id="ref46"><label>46.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Frey</surname> <given-names>BS</given-names></name> <name><surname>Jegen</surname> <given-names>R</given-names></name></person-group>. <article-title>Motivation crowding theory: a survey of empirical evidence</article-title>. <source>SSRN J</source>. (<year>2000</year>). doi: <pub-id pub-id-type="doi">10.2139/ssrn.203330</pub-id></citation></ref>
<ref id="ref47"><label>47.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lohmann</surname> <given-names>J</given-names></name> <name><surname>Houlfort</surname> <given-names>N</given-names></name> <name><surname>De Allegri</surname> <given-names>M</given-names></name></person-group>. <article-title>Crowding out or no crowding out? A self-determination theory approach to health worker motivation in performance-based financing</article-title>. <source>Soc Sci Med</source>. (<year>2016</year>) <volume>169</volume>:<fpage>1</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.socscimed.2016.09.006</pub-id></citation></ref>
<ref id="ref48"><label>48.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Underhill</surname> <given-names>K</given-names></name></person-group>. <article-title>When extrinsic incentives displace intrinsic motivation: designing legal carrots and sticks to confront the challenge of motivational crowding-out</article-title>. <source>Yale J Regul</source>. (<year>2016</year>) <volume>33</volume>:<fpage>69</fpage>.</citation></ref>
<ref id="ref49"><label>49.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Silvi</surname> <given-names>M</given-names></name> <name><surname>Padilla</surname> <given-names>E</given-names></name></person-group>. <article-title>Pro-environmental behavior: social norms, intrinsic motivation and external conditions</article-title>. <source>Environ Policy Gov</source>. (<year>2021</year>) <volume>31</volume>:<fpage>619</fpage>&#x2013;<lpage>32</lpage>. doi: <pub-id pub-id-type="doi">10.1002/eet.1960</pub-id></citation></ref>
<ref id="ref50"><label>50.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kuznetsova</surname> <given-names>L</given-names></name> <name><surname>Diago-Navarro</surname> <given-names>E</given-names></name> <name><surname>Mathu</surname> <given-names>R</given-names></name> <name><surname>Trilla</surname> <given-names>A</given-names></name></person-group>. <article-title>Effectiveness of COVID-19 vaccination mandates and incentives in Europe</article-title>. <source>Vaccine</source>. (<year>2022</year>) <volume>10</volume>:<fpage>1714</fpage>. doi: <pub-id pub-id-type="doi">10.3390/vaccines10101714</pub-id>, PMID: <pub-id pub-id-type="pmid">36298578</pub-id></citation></ref>
<ref id="ref51"><label>51.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Di Lorenzo</surname> <given-names>A</given-names></name> <name><surname>Tafuri</surname> <given-names>S</given-names></name> <name><surname>Martinelli</surname> <given-names>A</given-names></name> <name><surname>Diella</surname> <given-names>G</given-names></name> <name><surname>Vimercati</surname> <given-names>L</given-names></name> <name><surname>Stefanizzi</surname> <given-names>P</given-names></name></person-group>. <article-title>Could mandatory vaccination increase coverage in health-care workers? The experience of Bari Policlinico General Hospital</article-title>. <source>Hum Vaccin Immunother</source>. (<year>2021</year>) <volume>17</volume>:<fpage>5388</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1080/21645515.2021.1999712</pub-id>, PMID: <pub-id pub-id-type="pmid">34847813</pub-id></citation></ref>
</ref-list>
</back>
</article>