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<journal-id journal-id-type="publisher-id">Front. Sustain. Food Syst.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Sustainable Food Systems</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Sustain. Food Syst.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2571-581X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fsufs.2026.1768385</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Citizen science participation improves household food waste attitudes, norms, and behaviors</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Campbell</surname>
<given-names>Catherine G.</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Gusto</surname>
<given-names>Cody</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Lutzow</surname>
<given-names>Carley</given-names>
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<contrib contrib-type="author">
<name>
<surname>Graddy</surname>
<given-names>Julia</given-names>
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<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Boz</surname>
<given-names>Ziynet</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<aff id="aff1"><label>1</label><institution>Department of Family Youth and Community Science, Institute of Food and Agricultural Sciences, University of Florida</institution>, <city>Gainesville</city>, <state>FL</state>, <country country="us">United States</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Agricultural and Biological Engineering, University of Florida</institution>, <city>Gainesville</city>, <state>FL</state>, <country country="us">United States</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Catherine G. Campbell, <email xlink:href="mailto:cgcampbell@ufl.edu">cgcampbell@ufl.edu</email></corresp>
<fn fn-type="other" id="fn0001">
<label>&#x2020;</label>
<p>ORCID: Catherine G. Campbell, <uri xlink:href="https://orcid.org/0000-0003-1574-3221">orcid.org/0000-0003-1574-3221</uri>; Cody Gusto, <uri xlink:href="https://orcid.org/0000-0003-0008-0533">orcid.org/0000-0003-0008-0533</uri>; Carley Lutzow, <uri xlink:href="https://orcid.org/0009-0002-0457-6552">orcid.org/0009-0002-0457-6552</uri>; Julia Graddy, <uri xlink:href="https://orcid.org/0009-0008-9756-9565">orcid.org/0009-0008-9756-9565</uri>; Ziynet Boz, <uri xlink:href="https://orcid.org/0000-0001-6764-2022">orcid.org/0000-0001-6764-2022</uri></p>
</fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-25">
<day>25</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>10</volume>
<elocation-id>1768385</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>29</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Campbell, Gusto, Lutzow, Graddy and Boz.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Campbell, Gusto, Lutzow, Graddy and Boz</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-25">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Researchers increasingly use citizen science to collect data in contexts where traditional research methodologies are not possible, such as household settings. A growing area of inquiry examines whether participating in citizen science programs affects the citizen scientists themselves.</p>
</sec>
<sec>
<title>Methods</title>
<p>In this study we assess whether participating in a citizen science project (<italic>n</italic>&#x202F;=&#x202F;133) changed participants&#x2019; beliefs, attitudes, and behaviors related to household food waste.</p>
</sec>
<sec>
<title>Results</title>
<p>Using paired pre-post survey data, we found significant improvements in attitudes, behavioral beliefs, normative beliefs and perceived behavioral control related to reducing food waste. Participants also reported adopting new behaviors that support sustainability and reducing food waste.</p>
</sec>
<sec>
<title>Discussion</title>
<p>Our findings contribute new evidence that citizen science can use used not only as a data collection method, but also as a valuable behavior change intervention for reducing food waste.</p>
</sec>
</abstract>
<kwd-group>
<kwd>behavior change</kwd>
<kwd>citizen science</kwd>
<kwd>consumer behavior</kwd>
<kwd>food waste</kwd>
<kwd>household waste</kwd>
<kwd>Theory of Planned Behavior (TBP)</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>U.S. Department of Agriculture&#x2019;s National Institute of Food and Agriculture</institution>
</institution-wrap>
</funding-source>
<award-id rid="sp1">7010222</award-id>
</award-group>
<award-group id="gs2">
<funding-source id="sp2">
<institution-wrap>
<institution>Foundation for Food and Agriculture Research (FFAR) Food Waste Challenge</institution>
</institution-wrap>
</funding-source>
<award-id rid="sp2">FFAR 22-000417</award-id>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This research was a part of the Integrated Food Waste Measurement and Predictions Supported by Agent-Based Models (IFWASTE) research project funded by the Foundation for Food and Agriculture Research (FFAR) Food Waste Challenge (FFAR 22-000417), the Waste Less, Act More: Citizen Science, Wasted Food Audits, and a Blueprints for Change-Making project funded by the Danone Institute of North America (DINA) Sustainable Food Systems Initiative Focus on Food, and the Research Capacity Fund (Hatch) program, project award no. 7010222, from the U.S. Department of Agriculture&#x2019;s National Institute of Food and Agriculture.</funding-statement>
</funding-group>
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<ref-count count="38"/>
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<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Social Movements, Institutions and Governance</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Reducing food waste is an important goal in the United States and internationally (<xref ref-type="bibr" rid="ref31">Vittuari et al., 2023</xref>). In the US, households are estimated to be responsible for approximately 40% of all food waste throughout the supply chain (<xref ref-type="bibr" rid="ref17">Pai et al., 2019</xref>), and almost a third of food that is purchased by households is wasted (<xref ref-type="bibr" rid="ref35">Yu and Jaenicke, 2020</xref>). Because of difficulty associated with collecting data as fine-grained as the household level, many estimates about the proportion of food wasted at the household-level are extrapolated from aggregate data (<xref ref-type="bibr" rid="ref32">von Massow et al., 2019</xref>). Using citizen science as a behavior change strategy to both measure food waste and leverage citizen scientists as change agents can support progress toward UN Sustainable Development Goal 12.3, which aims to half retail and consumer food waste by 2030 (<xref ref-type="bibr" rid="ref18">Pateman et al., 2020</xref>).</p>
<sec id="sec2">
<label>1.1</label>
<title>Citizen science</title>
<p>Citizen science is a method of generating new scientific knowledge outside the bounds of traditional research institutions and contexts, which take a variety of different forms and engage the public in numerous formats, activities, and stages in the research process (<xref ref-type="bibr" rid="ref18">Pateman et al., 2020</xref>; <xref ref-type="bibr" rid="ref34">WeObserve Consortium, 2021</xref>). One important type of citizen science is a participatory research method in which members of the general public are trained to collect data, which expands data collection efforts to a larger scale and broader array of contexts than would be possible for researchers alone due to practical limitations of time and resources (<xref ref-type="bibr" rid="ref7">Ebitu et al., 2021</xref>). Another important benefit is that it allows data collection in contexts that are typically inaccessible to researchers (<xref ref-type="bibr" rid="ref21">Pollard et al., 2017</xref>). Participating in citizen science impacts scientific knowledge (<xref ref-type="bibr" rid="ref2">Bonney et al., 2009</xref>, <xref ref-type="bibr" rid="ref3">2016</xref>; <xref ref-type="bibr" rid="ref4">Brossard et al., 2005</xref>; <xref ref-type="bibr" rid="ref27">Shirk et al., 2012</xref>) as well as participants&#x2019; attitudes and behaviors (<xref ref-type="bibr" rid="ref13">Hajibayova et al., 2021</xref>; <xref ref-type="bibr" rid="ref22">Price and Lee, 2013</xref>; <xref ref-type="bibr" rid="ref25">Severin et al., 2023</xref>). Citizen science on environmental and natural resource topics has been found to positively impact conservation attitudes and behavior (<xref ref-type="bibr" rid="ref5">Chase and Levine, 2018</xref>; <xref ref-type="bibr" rid="ref25">Severin et al., 2023</xref>).</p>
<p>Quantification of household food waste has been identified as a key knowledge gap (<xref ref-type="bibr" rid="ref16">Movilla-Pateiro et al., 2021</xref>), with citizen science being a valuable research methodology to better fill this gap in knowledge (<xref ref-type="bibr" rid="ref11">Fritz et al., 2019</xref>). Additionally, citizen science has been recognized as a methodology to reduce food waste, as the process of quantifying waste could lead citizen scientists to alter their behavior (<xref ref-type="bibr" rid="ref18">Pateman et al., 2020</xref>; <xref ref-type="bibr" rid="ref19">Pelt et al., 2020</xref>). Indeed, one of the key impacts of citizen science on household food waste is the participants&#x2019; increased awareness of waste (<xref ref-type="bibr" rid="ref19">Pelt et al., 2020</xref>). Household food waste citizen science studies utilize a variety of methods, including diaries, separating food waste from other trash for waste audits (<xref ref-type="bibr" rid="ref33">Wenlock et al., 1980</xref>), taking pictures (<xref ref-type="bibr" rid="ref8">Farr-Wharton et al., 2014</xref>), and self-report surveys (<xref ref-type="bibr" rid="ref12">Graham-Rowe et al., 2015</xref>). Of these methods, dairies have been identified as a method that has a high burden of time and effort for participants, which can lead to high dropout rates (<xref ref-type="bibr" rid="ref15">Langley et al., 2010</xref>). However, it has been noted that the use of diaries to record food waste can lead to changes in waste behavior (<xref ref-type="bibr" rid="ref15">Langley et al., 2010</xref>) because it is a cue that focuses participants&#x2019; attention on food waste (<xref ref-type="bibr" rid="ref26">Sharp et al., 2010</xref>).</p>
<p><xref ref-type="bibr" rid="ref23">Roe et al. (2022)</xref> conducted a randomized controlled trial study in which individuals were enrolled in an intervention that included the use of a phone app that would allow participants to take pictures and quantify their waste, as well as sessions with a trained coach to help participants learn about methods to reduce food waste and develop individualized food waste reduction goals, as well as receiving follow-up communications via text, email, or phone on additional tips to reduce food waste (<xref ref-type="bibr" rid="ref23">Roe et al., 2022</xref>). While not formally presented as a citizen science study, this study was similar to our study, in that it involved participants recording data on their food waste and collecting information to assess waste patterns. However, in addition to quantification methods, the <xref ref-type="bibr" rid="ref23">Roe et al. (2022)</xref> study included an associated intervention with the intention of reducing food waste. In contrast, our current study aimed to determine whether the training required for data collection, the data collection process, and the reporting process were sufficient to significantly change participants&#x2019; attitudes and behaviors towards food waste. We hypothesized that participating in the training and daily data collection required for the citizen science project would influence participants&#x2019; knowledge, attitudes, and beliefs about food waste, ultimately promoting long-term reduction in household food waste behavior.</p>
<p>While there is existing citizen science research on food waste, such as the study by <xref ref-type="bibr" rid="ref23">Roe et al. (2022)</xref>, which included both data collection and a waste reduction intervention, research is lacking on how citizen scientists&#x2019; knowledge, attitudes, beliefs, and behaviors related to food waste are impacted by data collection. Previous studies have called attention to the importance of examining how citizen science impacts behavior (<xref ref-type="bibr" rid="ref18">Pateman et al., 2020</xref>), and existing research has examined the reasons that people participate in citizen science related to food waste (<xref ref-type="bibr" rid="ref10">Floren&#x00E7;a et al., 2025</xref>), or the relationships between citizen scientists&#x2019; attitudes and their food waste (<xref ref-type="bibr" rid="ref20">Pierini et al., 2021</xref>). However, our study differs from prior work in that we empirically test whether participation in citizen science alone&#x2014;absent a formal intervention&#x2014;produces changes in food-waste-related attitudes, beliefs, and behaviors. If participating in citizen science research on household food waste can benefit participants and communities, then effectively be used in the future as an intervention to help support the reduction of household food waste.</p>
</sec>
<sec id="sec3">
<label>1.2</label>
<title>Theory of Planned Behavior</title>
<p>Originating in social psychology, Theory of Planned Behavior (TPB) explains how beliefs, attitudes, subjective norms and perceived behavioral control shape behavioral intentions and actions. According to TPB, an individual&#x2019;s behavior is shaped by their positive or negative attitudes about the behavior, their subjective norms about the behavior (their assessment of social pressure about the behavior from people who are important to them), and their perceived behavioral control related to performing the behavior (the confidence that they have about whether they are able to do the target action, given internal and external constraints or supports) (<xref ref-type="bibr" rid="ref9">Fishbein and Ajzen, 1977</xref>). For the last half century, TPB has been widely used to study behavior in public health, environmental studies, and consumer behavior. TPB is frequently used to study environmental behavior, such as water conservation (<xref ref-type="bibr" rid="ref30">Trumbo and O&#x2019;Keefe, 2001</xref>), energy consumption (<xref ref-type="bibr" rid="ref28">Sparks et al., 2014</xref>), recycling (<xref ref-type="bibr" rid="ref1">Boldero, 1995</xref>; <xref ref-type="bibr" rid="ref29">Taylor and Todd, 1995</xref>), and sustainable food choices (<xref ref-type="bibr" rid="ref14">Han and Hansen, 2012</xref>). TPB is the dominant framework for examining household food waste (<xref ref-type="bibr" rid="ref24">Schanes et al., 2018</xref>), making it an appropriate theoretical lens for our study.</p>
<p>In this study, we used TPB as the evaluative framework for assessing whether participation in a household food waste citizen science project is associated with changes in key psychosocial determinants of behavior. Specifically, TPB guided the selection of survey constructs used to measure changes in attitudes, behavioral beliefs, subjective norms, and perceived behavioral control related to reducing household food waste. Rather than testing predictive relationships among TPB constructs, this study uses TPB to examine whether and how participation in citizen science is associated with shifts in these determinants over time.</p>
<p>Hence, the objective of this study is to determine whether participation in a citizen science project focused on household food waste is associated with changes in participants&#x2019; psychosocial determinants of behavior and self-reported waste-related practices. Guided by TPB, we use a paired pre- and post-program evaluation to examine changes in attitudes, behavioral beliefs, subjective norms, perceived behavioral control, and reported behaviors related to reducing household food waste. By evaluating citizen science as both a data collection approach and a potential behavior-change intervention, this research contributes evidence on how participatory measurement may support the broader goals of reducing household food waste and promoting sustainability.</p>
</sec>
</sec>
<sec sec-type="methods" id="sec4">
<label>2</label>
<title>Methods</title>
<p>We conducted our study in two counties in Florida between April and October 2024 (approved by University of Florida institutional review board, study 19640). In Alachua County, participants were recruited from people who participate in a program that collects residential food waste for composting. In Sarasota County, participants were recruited with the support of a cooperative extension educator with a program focus on food waste and sustainability. A total of 191 people were enrolled to participate in the study and received the data collection materials: 101 in Alachua County and 90 in Sarasota. Of the 191 people who enrolled in the study, 159 submitted their citizen science data, with an 83% completion rate. The 6-month follow-up study was sent to the 159 participants who completed the citizen science data collection, and 133 participants completed the follow-up for an 84% response rate. Each day, the citizen scientists recorded data on the times that food was discarded (by meal), types of food discarded (by food group), reasons food waste discarded, the overall weight of food discarded, and the types of food packaging that was discarded. To educate our citizen scientists on the project methods, we provided them with pre-recorded videos, a printed guidebook, and hosted two live online trainings via Zoom that were recorded and made available via YouTube for anyone who was not able to attend live. Participants were paid $150 for completing the two-week data collection and an additional $45 for completing the six-month follow-up survey.</p>
<sec id="sec5">
<label>2.1</label>
<title>Survey instruments and data collection</title>
<p>Participants received a pre-program survey with questions about perceptions, attitudes, and beliefs about household food waste based on TPB constructs. The pre-program survey also contained demographic questions. Six months after the program, participants received a post-program survey containing the same questions about food waste based on TPB constructs, along with questions about how they perceived that the program impacted their attitudes and behavior. Both surveys were distributed via Qualtrics.</p>
<p>Program participants&#x2019; attitudes about household food waste were measured using a 5-point semantic differential scale (e.g., 1&#x202F;=&#x202F;Harmful, 5&#x202F;=&#x202F;Beneficial; 1&#x202F;=&#x202F;Not a priority, 5&#x202F;=&#x202F;High priority). Participants were asked six questions about their behavioral beliefs. These included whether they believed that reducing household food waste would conserve energy or water, reduce food insecurity, decrease landfill use or greenhouse gas emissions, and make a meaningful environmental difference. We also included questions to assess both their subjective norms and their normative beliefs, such as whether the people who are important to them support their efforts to reduce household food waste, and whether the media they consume emphasizes the significance of reducing food waste. To assess their perceived behavioral control, participants were asked whether they believe it would be possible for them to discard less food and whether they feel that reducing food waste is within their control. They were also asked 6 questions to assess their beliefs about reducing household food waste. The post program survey was distributed in October 2024. The survey asked participants whether they had changed their attitudes, beliefs or behaviors as a result of participating in the citizen science study, including whether they had increased awareness of food waste or the importance of composting, and whether they changed behavior, including adopting new behavior to support environmental sustainability and reduce food waste. Participants answered Likert-type questions about their beliefs, subjective norms, perceived behavioral control, and the post program reflection questions. On the post program survey, participants were prompted to provide open-ended responses describing how the program impacted their lives.</p>
</sec>
<sec id="sec6">
<label>2.2</label>
<title>Statistical analyses</title>
<p>We used SPSS to analyze the quantitative data. We calculated descriptive statistics for program participants&#x2019; demographics. We tested the internal reliability for the seven items making up the household food waste attitudes scale using Cronbach&#x2019;s alpha, which showed a high degree of reliability (<italic>&#x03B1;</italic>&#x202F;=&#x202F;0.88). To assess the change in program participants, we compared the means of paired pre-and post-test data. We used Shapiro&#x2013;Wilk tests to assess the normality of the data (<xref ref-type="bibr" rid="ref9003">Shapiro and Wilk, 1965</xref>). Because data were not normally distributed, we employed nonparametric methods. We compared the means of paired observations before and after the program with the two-sided Wilcoxon signed-rank test (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). The open-ended responses were thematically coded using an inductive-deductive approach coding anticipated responses and emergent themes (<xref ref-type="bibr" rid="ref9002">Salda&#x00F1;a and Omasta, 2022</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="sec7">
<label>3</label>
<title>Results</title>
<p>Most of our study participants (83%) completed the post-program survey six months after the initial citizen science study. The majority of the citizen scientists were white and not Hispanic or Latino. Our study population was highly educated, with three quarters of participants having a college degree and more than two-thirds having a graduate or professional degree. Roughly half (49%) of the program participants were in the two age brackets spanning ages 30&#x2013;49. The majority of our citizen scientists did not have children living at home (60%). Very few citizen scientists (9%) had received food assistance in the year before the study. This demographic profile is consistent with prior citizen science research, which frequently attracts more affluent, highly educated participants (see <xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Personal and household characteristics of the citizen science program participants.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variable</th>
<th align="center" valign="top">(no.)</th>
<th align="center" valign="top">(%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="3">Race (<italic>n</italic> =&#x202F;125)</td>
</tr>
<tr>
<td align="left" valign="middle">White</td>
<td align="center" valign="middle">116</td>
<td align="center" valign="middle">89.2</td>
</tr>
<tr>
<td align="left" valign="middle">Asian</td>
<td align="center" valign="middle">8</td>
<td align="center" valign="middle">6.2</td>
</tr>
<tr>
<td align="left" valign="middle">Black or African American</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">0.8</td>
</tr>
<tr>
<td align="left" valign="middle">American Indian or Alaska Native</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0</td>
</tr>
<tr>
<td align="left" valign="middle">Native Hawaiian or Pacific Islander</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Ethnicity (<italic>n</italic> =&#x202F;123)</td>
</tr>
<tr>
<td align="left" valign="top">Not Hispanic or Latino</td>
<td align="center" valign="top">113</td>
<td align="center" valign="top">86.9</td>
</tr>
<tr>
<td align="left" valign="top">Hispanic or Latino</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">7.7</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Education level (<italic>n</italic> =&#x202F;127)</td>
</tr>
<tr>
<td align="left" valign="middle">Graduate or professional degree</td>
<td align="center" valign="middle">55</td>
<td align="center" valign="middle">42.3</td>
</tr>
<tr>
<td align="left" valign="middle">Bachelor&#x2019;s degree</td>
<td align="center" valign="middle">42</td>
<td align="center" valign="middle">32.3</td>
</tr>
<tr>
<td align="left" valign="middle">High school diploma or test of general education development</td>
<td align="center" valign="middle">11</td>
<td align="center" valign="middle">8.5</td>
</tr>
<tr>
<td align="left" valign="middle">Some college, technical or vocational training</td>
<td align="center" valign="middle">9</td>
<td align="center" valign="middle">6.9</td>
</tr>
<tr>
<td align="left" valign="middle">Associate degree</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">5.4</td>
</tr>
<tr>
<td align="left" valign="middle">Did not complete high school</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">2.3</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Children living in the home (<italic>n</italic> =&#x202F;129)</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">52</td>
<td align="center" valign="top">40.3</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">77</td>
<td align="center" valign="top">59.7</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Employment status (<italic>n</italic> =&#x202F;129)</td>
</tr>
<tr>
<td align="left" valign="middle">Employed full-time</td>
<td align="center" valign="middle">72</td>
<td align="center" valign="middle">55.4</td>
</tr>
<tr>
<td align="left" valign="middle">Retired</td>
<td align="center" valign="middle">26</td>
<td align="center" valign="middle">20</td>
</tr>
<tr>
<td align="left" valign="middle">Employed part-time</td>
<td align="center" valign="middle">20</td>
<td align="center" valign="middle">15.4</td>
</tr>
<tr>
<td align="left" valign="middle">Student</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">5.4</td>
</tr>
<tr>
<td align="left" valign="middle">Unemployed not looking for work</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">2.3</td>
</tr>
<tr>
<td align="left" valign="middle">Unemployed looking for work</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">0.8</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Received food assistance in last 12&#x202F;months (<italic>n</italic> =&#x202F;129)</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">7.7</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">118</td>
<td align="center" valign="top">90.8</td>
</tr>
<tr>
<td align="left" valign="top">Do not know</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.8</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Income level (<italic>n</italic> =&#x202F;126)</td>
</tr>
<tr>
<td align="left" valign="top">Less than $15,000</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">2.3</td>
</tr>
<tr>
<td align="left" valign="top">$15,000&#x2013;$29,999</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">10.0</td>
</tr>
<tr>
<td align="left" valign="top">$30,000&#x2013;$49,999</td>
<td align="center" valign="top">7</td>
<td align="center" valign="top">5.4</td>
</tr>
<tr>
<td align="left" valign="top">$50,000&#x2013;$69,999</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">13.1</td>
</tr>
<tr>
<td align="left" valign="top">$70,000&#x2013;$89,999</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">13.1</td>
</tr>
<tr>
<td align="left" valign="top">$90,000&#x2013;$109,999</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">10.0</td>
</tr>
<tr>
<td align="left" valign="top">$110,000&#x2013;$149,999</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">16.2</td>
</tr>
<tr>
<td align="left" valign="top">More than $150,000</td>
<td align="center" valign="top">35</td>
<td align="center" valign="top">26.9</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Weekly food spending (<italic>n</italic> =&#x202F;125)</td>
</tr>
<tr>
<td align="left" valign="top">$50 or less</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">4.6</td>
</tr>
<tr>
<td align="left" valign="top">$51&#x2013;$100</td>
<td align="center" valign="top">17</td>
<td align="center" valign="top">13.1</td>
</tr>
<tr>
<td align="left" valign="top">$101&#x2013;$150</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">19.2</td>
</tr>
<tr>
<td align="left" valign="top">$151&#x2013;$200</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">19.2</td>
</tr>
<tr>
<td align="left" valign="top">$201&#x2013;$250</td>
<td align="center" valign="top">26</td>
<td align="center" valign="top">20.0</td>
</tr>
<tr>
<td align="left" valign="top">$251&#x2013;$300</td>
<td align="center" valign="top">14</td>
<td align="center" valign="top">10.8</td>
</tr>
<tr>
<td align="left" valign="top">More than $300</td>
<td align="center" valign="top">12</td>
<td align="center" valign="top">9.2</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Age range (years) (<italic>n</italic> =&#x202F;130)</td>
</tr>
<tr>
<td align="left" valign="top">18&#x2013;29</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">3.1</td>
</tr>
<tr>
<td align="left" valign="top">30&#x2013;39</td>
<td align="center" valign="top">28</td>
<td align="center" valign="top">21.5</td>
</tr>
<tr>
<td align="left" valign="top">40&#x2013;49</td>
<td align="center" valign="top">36</td>
<td align="center" valign="top">27.7</td>
</tr>
<tr>
<td align="left" valign="top">50&#x2013;59</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">14.6</td>
</tr>
<tr>
<td align="left" valign="top">60&#x2013;69</td>
<td align="center" valign="top">30</td>
<td align="center" valign="top">23.1</td>
</tr>
<tr>
<td align="left" valign="top">70&#x2013;79</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">6.9</td>
</tr>
<tr>
<td align="left" valign="top">80 or older</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">3.1</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">CSA Member (<italic>n</italic> =&#x202F;120)</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">104</td>
<td align="center" valign="top">82.4</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">13</td>
<td align="center" valign="top">8.8</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">County (<italic>n</italic> =&#x202F;128)</td>
</tr>
<tr>
<td align="left" valign="top">Alachua</td>
<td align="center" valign="top">69</td>
<td align="center" valign="top">53.5</td>
</tr>
<tr>
<td align="left" valign="top">Sarasota</td>
<td align="center" valign="top">59</td>
<td align="center" valign="top">45.3</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Participants&#x2019; attitudes about household food waste were significantly more positive six months after their citizen science experience (see <xref ref-type="table" rid="tab2">Table 2</xref>). There were significant increases in five of the six beliefs about what household food waste would enable them to do, namely, conserve water, reduce food insecurity, reduce landfill use, decrease greenhouse gas emissions, and make a meaningful difference environmentally. The one item that did not show a significant change was that reducing household food waste would help them conserve energy (<xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Attitudes about reducing food waste (<italic>n</italic>&#x202F;=&#x202F;133).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th rowspan="2">Attitudes</th>
<th align="center" valign="top" colspan="2">Pretest</th>
<th align="center" valign="top" colspan="2">Post-test</th>
<th align="center" valign="middle" rowspan="2">
<italic>p</italic>
</th>
</tr>
<tr>
<th align="center" valign="top">Mean</th>
<th align="center" valign="top">St. Dev</th>
<th align="center" valign="top">Mean</th>
<th align="center" valign="top">St. Dev</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">1&#x202F;=&#x202F;Not a priority; 5&#x202F;=&#x202F;High priority</td>
<td align="center" valign="middle">3.35</td>
<td align="center" valign="middle">1.11</td>
<td align="center" valign="middle">4.12</td>
<td align="center" valign="middle">0.79</td>
<td align="center" valign="middle"><bold>0.004</bold></td>
</tr>
<tr>
<td align="left" valign="middle">1&#x202F;=&#x202F;Harmful; 5&#x202F;=&#x202F;Beneficial</td>
<td align="center" valign="middle">2.08</td>
<td align="center" valign="middle">2.02</td>
<td align="center" valign="middle">4.82</td>
<td align="center" valign="middle">0.41</td>
<td align="center" valign="middle"><bold>0.006</bold></td>
</tr>
<tr>
<td align="left" valign="middle">1&#x202F;=&#x202F;Overall bad; 5&#x202F;=&#x202F;Overall good</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">2.11</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle"><bold>0.009</bold></td>
</tr>
<tr>
<td align="left" valign="middle">1&#x202F;=&#x202F;Unimportant; 5&#x202F;=&#x202F;Important</td>
<td align="center" valign="middle">3.16</td>
<td align="center" valign="middle">1.68</td>
<td align="center" valign="middle">4.44</td>
<td align="center" valign="middle">1.03</td>
<td align="center" valign="middle"><bold>0.018</bold></td>
</tr>
<tr>
<td align="left" valign="middle">1&#x202F;=&#x202F;Useless; 5&#x202F;=&#x202F;Useful</td>
<td align="center" valign="middle">3.59</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">4.35</td>
<td align="center" valign="middle">1.06</td>
<td align="center" valign="middle"><bold>0.026</bold></td>
</tr>
<tr>
<td align="left" valign="middle">Attitudes Scale</td>
<td align="center" valign="middle">2.83</td>
<td align="center" valign="middle">1.58</td>
<td align="center" valign="middle">4.58</td>
<td align="center" valign="middle">0.52</td>
<td align="center" valign="middle"><bold>0.021</bold></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Values in bold are statistically significant at the 0.05 level (<italic>p</italic> &#x003C; 0.05).</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Behavioral beliefs, normative beliefs, and perceived behavioral control (<italic>n</italic>&#x202F;=&#x202F;133)<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref>.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th rowspan="2">TPB construct</th>
<th align="center" valign="top" colspan="2">Pretest</th>
<th align="center" valign="top" colspan="2">Post-test</th>
<th align="center" valign="top" rowspan="2">
<italic>p</italic>
</th>
</tr>
<tr>
<th align="center" valign="top">Mean</th>
<th align="center" valign="top">St. dev</th>
<th align="center" valign="top">Mean</th>
<th align="center" valign="top">St. dev</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="6">Behavioral beliefs</td>
</tr>
<tr>
<td align="left" valign="middle" char="." colspan="6">Reducing household food waste will enable me to&#x2026;</td>
</tr>
<tr>
<td align="left" valign="middle">Conserve energy.</td>
<td align="char" valign="top" char=".">3.58</td>
<td align="char" valign="top" char=".">0.68</td>
<td align="char" valign="middle" char=".">3.81</td>
<td align="char" valign="middle" char=".">0.91</td>
<td align="char" valign="top" char=".">0.142</td>
</tr>
<tr>
<td align="left" valign="middle">Conserve water.</td>
<td align="char" valign="top" char=".">3.45</td>
<td align="char" valign="top" char=".">0.71</td>
<td align="char" valign="middle" char=".">3.77</td>
<td align="char" valign="middle" char=".">0.99</td>
<td align="char" valign="top" char="."><bold>0.018</bold></td>
</tr>
<tr>
<td align="left" valign="middle">Reduce food insecurity.</td>
<td align="char" valign="top" char=".">3.23</td>
<td align="char" valign="top" char=".">0.75</td>
<td align="char" valign="middle" char=".">3.59</td>
<td align="char" valign="middle" char=".">0.99</td>
<td align="char" valign="top" char="."><bold>0.002</bold></td>
</tr>
<tr>
<td align="left" valign="middle">Decrease landfill use.</td>
<td align="char" valign="top" char=".">3.83</td>
<td align="char" valign="top" char=".">1.44</td>
<td align="char" valign="middle" char=".">4.32</td>
<td align="char" valign="middle" char=".">0.82</td>
<td align="char" valign="top" char="."><bold>0.008</bold></td>
</tr>
<tr>
<td align="left" valign="middle">Decrease greenhouse gas emissions.</td>
<td align="char" valign="top" char=".">3.21</td>
<td align="char" valign="top" char=".">1.08</td>
<td align="char" valign="middle" char=".">4.20</td>
<td align="char" valign="middle" char=".">0.99</td>
<td align="char" valign="top" char="."><bold>0.004</bold></td>
</tr>
<tr>
<td align="left" valign="middle">Make a meaningful difference environmentally.</td>
<td align="char" valign="top" char=".">3.47</td>
<td align="char" valign="top" char=".">0.89</td>
<td align="char" valign="top" char=".">3.94</td>
<td align="char" valign="top" char=".">0.99</td>
<td align="char" valign="top" char="."><bold>0.027</bold></td>
</tr>
<tr>
<td align="left" valign="middle" colspan="6">Normative beliefs</td>
</tr>
<tr>
<td align="left" valign="middle">The media I consume frequently highlights the importance of food waste.</td>
<td align="char" valign="top" char=".">2.80</td>
<td align="char" valign="top" char=".">1.00</td>
<td align="char" valign="top" char=".">3.92</td>
<td align="char" valign="top" char=".">1.02</td>
<td align="char" valign="top" char="."><bold>&#x003C;0.001</bold></td>
</tr>
<tr>
<td align="left" valign="middle">Most people important to me support my efforts to reduce the amount of food I discard.</td>
<td align="char" valign="top" char=".">3.46</td>
<td align="char" valign="top" char=".">0.85</td>
<td align="char" valign="top" char=".">2.76</td>
<td align="char" valign="top" char=".">1.10</td>
<td align="char" valign="top" char="."><bold>&#x003C;0.001</bold></td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Perceived behavioral control</td>
</tr>
<tr>
<td align="left" valign="top">I am capable of discarding less food than I currently do.</td>
<td align="char" valign="top" char=".">3.28</td>
<td align="char" valign="top" char=".">1.04</td>
<td align="char" valign="top" char=".">3.59</td>
<td align="char" valign="top" char=".">1.02</td>
<td align="char" valign="top" char="."><bold>0.037</bold></td>
</tr>
<tr>
<td align="left" valign="top">Whether I reduce my food waste is completely up to me.</td>
<td align="char" valign="top" char=".">3.44</td>
<td align="char" valign="top" char=".">0.87</td>
<td align="char" valign="top" char=".">3.74</td>
<td align="char" valign="top" char=".">1.02</td>
<td align="char" valign="top" char=".">0.171</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1">
<label>a</label>
<p>Responses collected using 1&#x202F;=&#x202F;strongly disagree, 5&#x202F;=&#x202F;strongly agree. Values in bold are statistically significant at the 0.05 level (<italic>p</italic> &#x003C; 0.05).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>In terms of normative beliefs, the participants had the greatest improvements on their belief that the media they consume frequently highlights the importance of reducing food waste (<italic>p</italic>&#x202F;=&#x202F;&#x003C;0.001). Interestingly, however, our participants had decreases in their perception that the people that are important to them support their efforts to reduce food waste (<italic>p</italic>&#x202F;=&#x202F;&#x003C;0.001) (<xref ref-type="table" rid="tab4">Table 4</xref>). Participants had a significant increase in their perception that they are able to discard less food than they currently do (<italic>p</italic>&#x202F;=&#x202F;0.037), but not in whether it was entirely in their control to discard less food than they currently do (<italic>p</italic>&#x202F;=&#x202F;0.171).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Behavior change in program participants 6&#x202F;months after citizen science (<italic>n</italic>&#x202F;=&#x202F;133).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th>Perceived impact of citizen science</th>
<th align="center" valign="top" colspan="2">Behavior change (1&#x2013;5 scale)<xref ref-type="table-fn" rid="tfn2"><sup>a</sup></xref></th>
</tr>
<tr>
<th/>
<th align="center" valign="middle">Mean</th>
<th align="center" valign="middle">SD</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">I have increased awareness of food waste.</td>
<td align="center" valign="middle">4.49</td>
<td align="center" valign="top">0.635</td>
</tr>
<tr>
<td align="left" valign="middle">I have increased appreciation for the importance of composting.</td>
<td align="center" valign="middle">4.38</td>
<td align="center" valign="top">0.832</td>
</tr>
<tr>
<td align="left" valign="middle">I have a greater understanding of how my behavior affects the environment.</td>
<td align="center" valign="middle">4.21</td>
<td align="center" valign="top">0.779</td>
</tr>
<tr>
<td align="left" valign="middle">I have adopted behaviors to support environmental sustainability.</td>
<td align="center" valign="middle">4.08</td>
<td align="center" valign="top">0.897</td>
</tr>
<tr>
<td align="left" valign="middle">I have reduced my household food waste.</td>
<td align="center" valign="middle">4.00</td>
<td align="center" valign="top">0.985</td>
</tr>
<tr>
<td align="left" valign="middle">I have increased confidence in recording data.</td>
<td align="center" valign="middle">3.92</td>
<td align="center" valign="top">0.946</td>
</tr>
<tr>
<td align="left" valign="middle">I am more likely to attend an educational program about reducing food waste.</td>
<td align="center" valign="middle">3.74</td>
<td align="center" valign="top">1.199</td>
</tr>
<tr>
<td align="left" valign="middle">I have increased interest in science.</td>
<td align="center" valign="middle">3.72</td>
<td align="center" valign="top">1.025</td>
</tr>
<tr>
<td align="left" valign="middle">I have done my own research on food waste.</td>
<td align="center" valign="middle">3.27</td>
<td align="center" valign="top">1.268</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn2">
<label>a</label>
<p>Responses collected using 1&#x202F;=&#x202F;strongly disagree; 5&#x202F;=&#x202F;strongly agree.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The largest changes reported by participants on the post-program survey was increased awareness of food waste, increased appreciation for the importance of composting, greater understanding of how their behavior affects the environment, and adopting behaviors to support environmental sustainability (see <xref ref-type="table" rid="tab4">Table 4</xref>).</p>
<p>Responses to the open-ended question on the post-program survey highlighted the ways that participating in citizen science impacted their lives. The main themes were increased awareness of food waste, improved attitudes toward reducing food waste, the sharing of information about reducing food waste with others, and a general appreciation for the study. Out of 133 total survey respondents on the 6-month follow-up survey, 50% (<italic>n</italic>&#x202F;=&#x202F;66) responded to the prompt: &#x201C;Please tell us other ways that the citizen science program has impacted your life or share thoughts you have about participating in this research study&#x201D;.</p>
<p>More than half of the respondents (<italic>n</italic>&#x202F;=&#x202F;36) reported that they had increased awareness of food waste after their experience with citizen science, with one participant stating, &#x201C;This process has helped our family to become more aware of our food waste excesses,&#x201D; and another stating they are &#x201C;more conscientious of cooking unnecessary meals&#x201D; when they have leftovers. Sixteen respondents made comments related to food waste attitudes, such as general feelings about food waste and its importance. One respondent, for example, commented that they are &#x201C;much more interested in lowering my family&#x2019;s food waste,&#x201D; and another said, &#x201C;It is always important to increase the public&#x2019;s awareness of ways they can be more environmentally conscious.&#x201D; Many (<italic>n</italic>&#x202F;=&#x202F;16) participants mentioned that the citizen science project led to behavior change, including starting composting (<italic>n</italic>&#x202F;=&#x202F;5) and making choices to reduce food waste and their environmental footprint (<italic>n</italic>&#x202F;=&#x202F;13). For example, as one participant explained, &#x201C;I am more aware of our waste and make sure to plan as much as I can when making purchases, so we don&#x2019;t waste food.&#x201D; Nineteen participants expressed satisfaction and/or gratitude for the study, such as &#x201C;This has been awesome!&#x201D; &#x201C;I appreciate the compost bins,&#x201D; and &#x201C;I learned so much and enjoyed it.&#x201D; Participants frequently mentioned other people in their responses (<italic>n</italic>&#x202F;=&#x202F;14), whether it was loved ones (friends/family) or the community/society as a whole, such as &#x201C;It was wonderful getting my wife to participate along with me&#x201D; and &#x201C;the ability to share about keeping my 25% out of landfills with friends, family, and Master Gardeners has been important to me.&#x201D; Eight participants reported that they shared information about food waste, and some went beyond that and encouraged others to adopt food waste reduction practices, too. For example, one participant stated that they explained &#x201C;the idea to friends and neighbors and [tried] to encourage them to get on board as the more people we have composting, the better.&#x201D; These qualitative reflections on the program highlight the impact that citizen science can have on participants as well as their friends, family, and community. These themes align closely with the quantitative findings, reinforcing the overall conclusion that citizen science participation increased awareness, attitudes, and sustainability-oriented behaviors.</p>
</sec>
<sec sec-type="discussion" id="sec8">
<label>4</label>
<title>Discussion</title>
<p>Although prior research has documented that citizen science participation can influence participants&#x2019; attitudes and behaviors (e.g., <xref ref-type="bibr" rid="ref5">Chase and Levine, 2018</xref>; <xref ref-type="bibr" rid="ref6">Domhnaill et al., 2020</xref>; <xref ref-type="bibr" rid="ref18">Pateman et al., 2020</xref>; <xref ref-type="bibr" rid="ref25">Severin et al., 2023</xref>), the present study extends this literature in two important ways. First, the majority of previous studies on the impact that participating in citizen science has on psychosocial determinants of behavior have focused narrowly on topics related to monitoring biodiversity, ecosystems, and natural resources, our study is one of the first to extend this research specifically to the topic of food waste. Second, our study is unique in demonstrating that engagement in citizen science data collection regarding food waste alone&#x2014;without an explicit behavior-change intervention&#x2014;was associated with measurable changes in psychosocial determinants and self-reported household food waste practices. In contrast to studies that combine citizen science with educational or intervention components, participants in this project were primarily engaged in repeated measurement and reflection through daily waste tracking. These findings highlight the fact that the act of data collection itself may function as a behavior-change mechanism, potentially through heightened awareness, self-monitoring, and reflection on routine household practices.</p>
<p>While prior citizen science studies have reported low post-program response rates (<xref ref-type="bibr" rid="ref22">Price and Lee, 2013</xref>), our follow-up survey achieved 83% participation for the 6-month follow-up survey. In our study, the high level of response could have been due to the limited study time, although data collection and reporting were intensive. In addition, we suspect that our ongoing communication with participants throughout the study period, including hosting informational webinars for participants, as well as the two payments in compensation for their participation likely increased the response rate. Our demographic data parallels the other citizen science studies in that they are highly educated, relatively affluent, and started the program with positive attitudes about the environment and science (<xref ref-type="bibr" rid="ref5">Chase and Levine, 2018</xref>; <xref ref-type="bibr" rid="ref6">Domhnaill et al., 2020</xref>; <xref ref-type="bibr" rid="ref18">Pateman et al., 2020</xref>; <xref ref-type="bibr" rid="ref25">Severin et al., 2023</xref>). The large changes in normative beliefs about other people&#x2019;s support for household food waste may have been influenced by participation in the live, online training sessions with other citizen scientists in the study.</p>
<p>Some studies have found declines in knowledge and attitudes after participating in citizen science. These declines may stem from participants gaining a deeper awareness of the topic through the experience of being a citizen scientist, with participation in the study highlighting to the participant the complexity of the subject matter and demonstrating to them their limited knowledge (<xref ref-type="bibr" rid="ref22">Price and Lee, 2013</xref>). After quantifying their food waste, and identifying the reasons for it, our participants gained a more nuanced perspective on their household food waste, which could have contributed to their belief that reducing the amount of food they waste may not entirely be up to them. Our findings contribute to emerging scholarship suggesting that citizen science may serve not only as a data collection tool but also as an informal behavioral intervention.</p>
<sec id="sec9">
<label>4.1</label>
<title>Limitations and future research</title>
<p>Our study did not have a control group; therefore, we cannot rule out the possibility that external factors influenced our findings. While our study achieved a high response rate, we were unable to assess response bias for citizen scientists who did not complete the post-program survey. The sample is not representative of the general population, and research is needed to assess the impact of citizen science on individuals who are less affluent, have lower levels of formal education, or do not already have high interest in science or positive attitudes toward reducing food waste, as has been previously recommended (<xref ref-type="bibr" rid="ref5">Chase and Levine, 2018</xref>; <xref ref-type="bibr" rid="ref9001">Pateman et al., 2021</xref>). Respondent gender was not collected in this study in order to minimize participant burden and because it was not expected to meaningfully influence the study&#x2019;s primary outcomes, which focused on changes in psychosocial constructs and household-level food waste reporting associated with citizen science participation. Given the already extensive data collection requirements, additional demographic measures were intentionally limited, and inclusion of respondent gender risked introducing interpretive ambiguity without clear analytical benefit.</p>
<p>Future research could examine whether different types of data collection approaches have varying impacts on participants. For example, our data collection methodology was onerous on participants, requiring them to record several pages of data each day, then to transfer that data to the online survey platform for the research team, a process that took participants an average of 50&#x202F;min to complete. It is worth assessing whether simplified data collection processes, such as by using electronic methods for data collection, such as using an app or allowing participants to submit pictures, would have similar positive effects on participants&#x2019; food waste knowledge, attitudes, beliefs, and behaviors without imposing as much of a burden on their time. Just as different methods of collecting and reporting data may have differing impacts on participants, future studies could assess whether the extent of participation and the rigor of data collection and reporting impact the magnitude of change in attitudes and behaviors of citizen scientists. Additional qualitative data from interviews or focus groups of participants could also help illuminate participants&#x2019; experiences with the citizen science process or their perspectives on household food waste and the factors that contribute to it. Finally, all measures of attitudes, beliefs, and behaviors relied on self-report, which may introduce social desirability bias.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec10">
<label>5</label>
<title>Conclusion</title>
<p>This study found that the experience collecting household food waste data can positively impact citizen scientists&#x2019; beliefs, attitudes, and perceived behavioral control related to reducing household food waste. Changes in these constructs of the TPB are predictive of program participants reducing their household food waste in the future, which is supported by the fact that our citizen scientists reported reduced household food waste as well as adopting other behaviors to support sustainability. The significant increases in our participants&#x2019; normative beliefs highlight the opportunity to bolster behavior change by creating opportunities for citizen scientists to share information about food waste prevention with friends, families, and community members. The lower impact on perceived behavioral control highlights the importance of supportive policies or community-focused strategies to reduce food waste. Overall, this study demonstrates the dual value of citizen science as both a research method and a potential behavior-change strategy for reducing household food waste.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec11">
<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 sec-type="ethics-statement" id="sec12">
<title>Ethics statement</title>
<p>The studies involving humans were approved by University of Florida IRB# 19640. All participants provided informed consent prior to participation in the study. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="sec13">
<title>Author contributions</title>
<p>CC: Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. CG: Data curation, Investigation, Writing &#x2013; original draft. CL: Data curation, Writing &#x2013; review &#x0026; editing. JG: Data curation, Writing &#x2013; review &#x0026; editing. ZB: Conceptualization, Funding acquisition, Resources, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="COI-statement" id="sec14">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec15">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec16">
<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>
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<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0002">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/218739/overview">Vijay Singh Meena</ext-link>, ICAR&#x2014;Mahatma Gandhi Integrated Farming Research Institute, India</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0003">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/93060/overview">Jose Navarro Pedre&#x00F1;o</ext-link>, Miguel Hern&#x00E1;ndez University of Elche, Spain</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2778805/overview">Ran Li</ext-link>, Tongji University, China</p>
</fn>
</fn-group>
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