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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
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<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
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<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2025.1628887</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>Exploring mutual aid-based community engagement during the COVID-19 pandemic: a case study of community group buying in China</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Weiwei</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yu</surname>
<given-names>Zhiyuan</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1610892"/>
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<aff id="aff1"><label>1</label><institution>School of Philosophy and Social Development, Shandong University</institution>, <city>Jinan</city>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>School of Journalism and Communication, Shandong University</institution>, <city>Jinan</city>, <country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Zhiyuan Yu, <email xlink:href="mailto:yuzhiyuan@sdu.edu.cn">yuzhiyuan@sdu.edu.cn</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-12-10">
<day>10</day>
<month>12</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1628887</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>26</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>11</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Li and Yu.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Li and Yu</copyright-holder>
<license>
<ali:license_ref start_date="2025-12-10">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>Background</title>
<p>Community mutual aid is a form of community engagement involving multiple stakeholders working together to provide both material and emotional support. During the COVID-19 pandemic in China, community group buying (CGB) exhibited distinct features of community mutual aid, reflected in its flexible product supply and spontaneous neighborhood support. However, the mechanisms driving the emergence of such mutual aid practices remain insufficiently explored.</p>
</sec>
<sec>
<title>Methods</title>
<p>This study employed a qualitative research design combining ethnographic observation and interpretive case analysis to examine whether, why, and how CGB in China transformed into community mutual aid practices during the lockdown, as well as the outcomes of this transformation. Data were collected primarily through semi-structured interviews (<italic>N</italic>&#x202F;=&#x202F;12) and participant observation within WeChat groups.</p>
</sec>
<sec>
<title>Results</title>
<p>The analysis identified six interrelated dimensions shaping the transformation of CGB into community mutual aid: disaster risk, community networks, participation pathways, psychological motivations, community resilience, and social inequality. Disaster risk acted as an external catalyst that activated social capital, while pre-existing community networks served as internal driving forces&#x2014;together forming the prerequisites for this transformation. Participation pathways and psychological motivations further facilitated the reproduction of structural and relational social capital, constituting the core process of transformation. This transformation strengthened community resilience by reinforcing trust, reciprocity, and collective efficacy, but also revealed the &#x201C;dark side&#x201D; of social capital, as digital divides and unequal access to resources deepened social inequality.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Our findings offer new insights into CGB-based mutual aid in context of China&#x2019;s crisis. This study not only contributes to the theoretical understanding of mutual aid&#x2013;based community engagement, but also offers practical insights for mobilizing social capital in future public health emergencies. Further research should investigate the applicability of the CGB model across diverse sociocultural contexts and assess its long-term impact.</p>
</sec>
</abstract>
<kwd-group>
<kwd>community engagement</kwd>
<kwd>mutual aid</kwd>
<kwd>community group buying</kwd>
<kwd>COVID-19</kwd>
<kwd>WeChat group</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This research was funded by the Postdoctoral Fellowship Program of CPSF under Grant Number GZC20240942.</funding-statement>
</funding-group>
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<ref-count count="110"/>
<page-count count="18"/>
<word-count count="14630"/>
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<meta-name>section-at-acceptance</meta-name>
<meta-value>Public Health Education and Promotion</meta-value>
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</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Mutual aid has become a prevalent way for people to assist each other in meeting their basic needs through care and solidarity (<xref ref-type="bibr" rid="ref1">1</xref>). This approach can address the shortage of resources and services in disasters (<xref ref-type="bibr" rid="ref2">2</xref>). According to the Centers for Disease Control and Prevention, community engagement is the process of working collaboratively with groups of people who are affiliated by geographic proximity, special interests, or similar situations with respect to issues affecting their well-being (<xref ref-type="bibr" rid="ref3">3</xref>). As a form of community engagement, community-based mutual aid reflects collaborative efforts within neighborhoods. During the COVID-19 pandemic, this practice became particularly vital, taking diverse forms such as mutual care (<xref ref-type="bibr" rid="ref4">4</xref>), livelihood coping (<xref ref-type="bibr" rid="ref5">5</xref>), and information sharing (<xref ref-type="bibr" rid="ref6">6</xref>). As a typical engagement practice in the community, mutual aid can be organized among community residents (<xref ref-type="bibr" rid="ref7">7</xref>) to meet the requirements of material and mental/physical health (<xref ref-type="bibr" rid="ref5">5</xref>), alleviate anxiety (<xref ref-type="bibr" rid="ref8">8</xref>), strengthen neighborhood unity (<xref ref-type="bibr" rid="ref2">2</xref>), and foster community resilience (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref10">10</xref>). However, despite the growing prevalence of such practices, a systematic model of community engagement centered on mutual aid remains underdeveloped in academic research.</p>
<p>The pandemic created a global context for observing community engagement, giving rise to diverse response models. Resident-led health protection initiatives relied on spontaneous but fragmented individual coordination (<xref ref-type="bibr" rid="ref11">11</xref>); government-coordinated response mechanisms allocated resources through top-down administrative systems (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref13">13</xref>); volunteer networks primarily addressed immediate service gaps (<xref ref-type="bibr" rid="ref14">14</xref>); digital media-based remote collaboration emphasized information dissemination rather than physical distribution (<xref ref-type="bibr" rid="ref15">15</xref>); culture-oriented public health communication initiatives highlighted the distinctiveness of local cultures (<xref ref-type="bibr" rid="ref16">16</xref>); and cross-sectoral collaboration integrated resources from multiple stakeholders (<xref ref-type="bibr" rid="ref17">17</xref>). Although these models alleviated crisis pressures to varying extents, most depended on formal organizational structures or narrowly defined functions and failed to foster spontaneous, sustained horizontal collaboration among neighbors, which is the defining characteristic of mutual aid discussed above.</p>
<p>In contrast, community group buying (CGB) followed a distinct transformation trajectory during the pandemic. As a rapidly emerging form of e-commerce in China, CGB became widely adopted in urban communities. It merges geographic proximity with social networks, relying on group leaders, typically local residents or small business owners such as vendors or shopkeepers, to organize collective purchases of daily necessities among neighbors (<xref ref-type="bibr" rid="ref18">18</xref>). These group leaders disseminated product information, collected orders, and coordinated logistics through WeChat groups or mini programs. Once residents placed their orders online, group leaders consolidated them and forwarded bulk orders to retailers or manufacturers, who then delivered the goods to designated pickup points the following day (<xref ref-type="bibr" rid="ref19">19</xref>).</p>
<p>However, during the COVID-19 lockdowns that caused supply chain disruptions and shortages (<xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref21">21</xref>), the operational logic of CGB shifted significantly. Commercial efficiency was no longer the sole objective, as mutual aid became the core driving force. Group leaders went beyond their commercial roles, actively establishing supply channels and sacrificing profits to secure community supplies. Residents voluntarily took on distribution tasks, while neighbors shared real-time information about supply and demand, scarce resources, and emotional support through WeChat groups (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>). These practices greatly reduced the commercial nature of group buying, transforming it into a participatory and collaborative system rooted in grassroots communities that emphasized mutual aid (<xref ref-type="bibr" rid="ref20">20</xref>).</p>
<p>Social capital theory provides a useful framework for understanding the shift from commercial exchange to mutual aid. This theory underscores that social networks, trust, and shared norms constitute essential resources that enable social cooperation and collective action (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref25">25</xref>). Existing research suggests that social capital forms the foundation upon which mutual aid emerges, while mutual aid, in turn, serves as a vital mechanism for maintaining and reinforcing social capital (<xref ref-type="bibr" rid="ref26">26</xref>). In essence, mutual aid functions as both a process for activating existing social capital and a context for its continual reproduction (<xref ref-type="bibr" rid="ref26">26</xref>). Drawing on the mutual aid phenomenon observed in CGB and integrating key propositions of social capital theory, we propose that the mechanism through which CGB evolved into a mutual aid-based form of community engagement during the pandemic lies in the activation and reproduction of internal social capital.</p>
<p>Researchers worldwide have investigated various forms of community mutual aid during the COVID-19 pandemic, including its conceptualization (<xref ref-type="bibr" rid="ref27">27</xref>), motivations (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref28">28</xref>), strategies (<xref ref-type="bibr" rid="ref29 ref30 ref31">29&#x2013;31</xref>), values (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref32">32</xref>), and media applications (<xref ref-type="bibr" rid="ref33 ref34 ref35">33&#x2013;35</xref>), wherein the macro-level implications of community mutual aid have been studied. Nevertheless, a significant gap remains in understanding concrete practices at the micro level, specifically, what forms of mutual aid-based community engagement have emerged and how these practices have been implemented during the pandemic. Although CGB engagement models have been extensively investigated in China (<xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref37">37</xref>), few studies have examined the role of social capital in this context. Furthermore, while CGB has been recognized as a form of mutual aid (<xref ref-type="bibr" rid="ref19">19</xref>), the psychological factors driving these practices require further investigation. This study aimed to address these gaps by analyzing community mutual aid through CGB during the lockdown period. The four research questions (RQs) are as follows:</p>
<list list-type="simple">
<list-item>
<p>(1) What fundamental features of community mutual aid were manifested through CGB during the COVID-19 pandemic?</p>
</list-item>
<list-item>
<p>(2) Why did CGB emerge as a form of community mutual aid during the COVID-19 pandemic?</p>
</list-item>
<list-item>
<p>(3) How did CGB transform into a form of community mutual aid during the COVID-19 pandemic?</p>
</list-item>
<list-item>
<p>(4) What are the outcomes of CGB as a form of community mutual aid during the COVID-19 pandemic?</p>
</list-item>
</list>
<p>This study makes three key contributions to the understanding of community-based mutual aid in crisis contexts. First, it conceptualizes CGB as an emergent form of community mutual aid that transcends market exchange and state intervention. By revealing how CGB evolved through bottom-up mobilization driven by shared risk, reciprocity, and emotional solidarity (<xref ref-type="bibr" rid="ref19">19</xref>), the study extends mutual aid theory to digitally mediated, everyday community practices. Second, it advances social capital research by illustrating how structural and relational dimensions of social capital jointly sustain collective action under crisis. Pre-existing neighborhood ties, trust, and reciprocal norms enabled resource coordination and collective resilience, while also exposing the &#x201C;dark side&#x201D; of social capital in reproducing digital and generational inequalities. Third, it contributes to the literature on digital platforms and community resilience by demonstrating that digital infrastructures, particularly WeChat, function not only as coordination tools but as social infrastructures that facilitate participation, communication, and emotional connection. However, they also introduce new inequalities, underscoring the ambivalent role of technology in shaping equitable mutual aid. Collectively, these findings enrich theoretical understandings of how social capital and digital technologies interact to generate mutual aid-based community engagement. They also offer practical implications for mobilizing inclusive digital infrastructures and strengthening community governance mechanisms in future crises.</p>
</sec>
<sec id="sec2">
<label>2</label>
<title>Literature review</title>
<sec id="sec3">
<label>2.1</label>
<title>Community mutual aid during the COVID-19 pandemic</title>
<p>The cooperation and reciprocity in mutual aid are crucial for the survival of species, contribute to the evolution of societies, and serve as fundamental organizing principles of human communities (<xref ref-type="bibr" rid="ref38">38</xref>). Mutual aid refers to the formation of self-organized associations in which individuals work together to address shared health or social issues through reciprocal support (<xref ref-type="bibr" rid="ref39">39</xref>). These organizations typically arise within community settings and consist of neighborhood members (<xref ref-type="bibr" rid="ref40">40</xref>). While conventional understandings of mutual aid emphasize interpersonal reciprocity between individuals, recent scholarship highlights a crucial shift toward community-level cooperation (<xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref41">41</xref>). In crisis contexts such as the COVID-19 pandemic, mutual aid increasingly manifests as collective community action&#x2014;where residents jointly mobilize resources and organize self-help activities to address shared risks and disruptions, transforming individual reciprocity into community-based resilience (<xref ref-type="bibr" rid="ref5">5</xref>).</p>
<p>Community mutual aid can be understood as an organizational form within a community where residents provide assistance through essential provisions, such as food, and emotional support while coordinating to address shared challenges (<xref ref-type="bibr" rid="ref42">42</xref>). This includes supporting marginalized groups and delivering community care during crises (<xref ref-type="bibr" rid="ref7">7</xref>), the latter being the focus of this study. Disaster risk is defined as the potential for loss of life, injury, or damage to assets within a system, society, or community over a specific period (<xref ref-type="bibr" rid="ref43">43</xref>). Community members experienced unprecedented feelings of fear, uncertainty, and confusion amid disaster risks, which in turn motivated mutual aid actions (<xref ref-type="bibr" rid="ref44">44</xref>). Previous studies have highlighted the importance of community mutual aid in crisis response, including disasters such as Hurricanes Katrina, Sandy, Maria (<xref ref-type="bibr" rid="ref40">40</xref>), as well as the 2005 London bombing (<xref ref-type="bibr" rid="ref45">45</xref>). It supports local residents and strengthens community activities at the micro level (<xref ref-type="bibr" rid="ref9">9</xref>).</p>
<p>During the COVID-19 pandemic, community mutual aid became a central form of community response and a means of strengthening social connections (<xref ref-type="bibr" rid="ref29">29</xref>). In the United Kingdom, for example, more than 4,000 mutual aid groups were established during the early stages of the pandemic (<xref ref-type="bibr" rid="ref46">46</xref>). These groups offered various types of support, including the procurement and delivery of essentials, prescription collection, meal provision, pet care, informational sharing, emotional support through helplines, and food bank management (<xref ref-type="bibr" rid="ref47">47</xref>). By combining information exchange, mutual care, and the mobilization of local resources, these community initiatives collectively addressed residents&#x2019; everyday challenges (<xref ref-type="bibr" rid="ref5">5</xref>). It is noteworthy that early mutual aid was often linked to anarchist perspectives (<xref ref-type="bibr" rid="ref32">32</xref>); however, during the pandemic, such community-based mutual aid evolved beyond that context and displayed plural and pragmatic orientations&#x2014;some were entirely grassroots, others partly supported by local governments or embedded within market infrastructures (<xref ref-type="bibr" rid="ref2">2</xref>). This evolution illustrates that mutual aid has transcended ideological boundaries, becoming a flexible framework for public participation that integrates civic, state, and market logics (<xref ref-type="bibr" rid="ref48">48</xref>).</p>
<p>Community mutual aid during the pandemic displayed several defining characteristics. First, spontaneity and grassroots participation were key features; when community members faced shared threats, mutual aid groups typically emerged from the bottom up rather than through administrative directives (<xref ref-type="bibr" rid="ref40">40</xref>). Second, mutual aid groups often maintained flat organizational structures, operating flexibly through neighborhood networks and digital platforms such as WeChat and Facebook (<xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref33">33</xref>). Third, mutual aid acted as a resource integrator, mobilizing internal community resources, such as food, medicine, labor, skills, and information, to achieve internal redistribution and relative self-sufficiency (<xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref10">10</xref>). Fourth, mutual aid networks provided not only material assistance but also comprehensive care systems through emotional support and information sharing (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref49">49</xref>). Fifth, reciprocity and collaboration formed its operational logic, emphasizing &#x201C;solidarity over charity&#x201D; (<xref ref-type="bibr" rid="ref50">50</xref>). Finally, emotional motivation was a key sustaining factor. Participants experienced joy through helping others, which reinforced community identity and sustained network operations (<xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref29">29</xref>).</p>
<p>Social capital theory provides a crucial theoretical foundation for understanding community-based mutual aid. Coleman conceptualizes social capital as resources embedded within individuals and collectives that influence behavior through particular social structures, thereby generating benefits in specific contexts. Social capital is inherently productive, serving explicit instrumental purposes&#x2014;individuals can deliberately mobilize it to achieve desired goals (<xref ref-type="bibr" rid="ref24">24</xref>). Building on Coleman&#x2019;s insights, Putnam defines social capital as features of social organization&#x2014;such as networks, norms, and trust&#x2014;that facilitate coordinated action and cooperation for mutual benefit (<xref ref-type="bibr" rid="ref25">25</xref>). As a driver of civic engagement, social capital encourages participation in voluntary organizations, which in turn fosters norms of reciprocity and interpersonal trust, ultimately sustaining collective well-being (<xref ref-type="bibr" rid="ref51">51</xref>).</p>
<p>Banks extends this framework to the domain of mutual aid, arguing that in contexts characterized by individualism and weakened social ties, mutual aid groups maintain participation primarily through their internal social capital (<xref ref-type="bibr" rid="ref26">26</xref>). Drawing upon Coleman and Putnam&#x2019;s perspectives, he distinguishes two interrelated dimensions of social capital. The first, relational social capital, is characterized by networks grounded in shared norms and trust that enable individuals to overcome collective action dilemmas such as the &#x201C;tragedy of the commons&#x201D; and to pursue shared interests. The second, structural social capital, concerns the configuration and density of social networks through which individuals gain influence and access to resources via exchanges. Together, these two dimensions form the foundation of community mutual aid.</p>
<p>Empirical research further demonstrates that mutual aid practices during the COVID-19 pandemic operated through pre-existing structural networks within communities and relied heavily on relational social capital&#x2014;particularly trust and reciprocity (<xref ref-type="bibr" rid="ref30">30</xref>). Simultaneously, the mutual aid process contributes to the reproduction and reinforcement of these forms of social capital: members expand their personal support networks through assistance exchanges (<xref ref-type="bibr" rid="ref52">52</xref>), while the mechanism of &#x201C;healing through helping&#x201D; strengthens trust and reciprocity within the community (<xref ref-type="bibr" rid="ref26">26</xref>).</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Understanding community group buying</title>
<p>CGB is a novel retailing model that combines online e-commerce with offline community retailing, involves many stakeholders (e.g., group leaders, consumers, and retailers) (<xref ref-type="bibr" rid="ref53">53</xref>) and is supported by CGB platforms (e.g., WeChat, Meituan, and Pinduoduo) (<xref ref-type="bibr" rid="ref54">54</xref>). Notably, Meituan and Pinduoduo are central to China&#x2019;s CGB ecosystem, operating through sub-brands such as Meituan Youxuan and Duoduo Maicai. These platforms provide group leaders with standardized product catalogs, logistics support, and integrated payment systems (<xref ref-type="bibr" rid="ref55">55</xref>). By leveraging technology and capital, they offer advantages in supply chain integration and service standardization, thereby becoming deeply embedded in the everyday consumption practices of local communities (<xref ref-type="bibr" rid="ref18">18</xref>).</p>
<p>However, compared to these large-scale platforms, WeChat plays a more fundamental and ubiquitous role in the CGB ecosystem (<xref ref-type="bibr" rid="ref56">56</xref>). On the one hand, most CGB platforms offer mini-program interfaces within WeChat, enabling users to browse products, place orders, and complete payments without the need to install additional apps. On the other hand, in areas with limited or no platform involvement, many CGB activities are organized entirely through WeChat groups, where group leaders manually manage product listings, order collection, and delivery coordination (<xref ref-type="bibr" rid="ref53">53</xref>).</p>
<p>This self-organized operational form within the WeChat ecosystem reflects a higher degree of grassroots participation, flexibility, and social embeddedness (<xref ref-type="bibr" rid="ref57">57</xref>). Research shows that CGB in China has effectively leveraged social tools such as WeChat group chats and mini-programs to cultivate strong neighborhood ties, thereby accelerating the growth of the community-based digital economy (<xref ref-type="bibr" rid="ref58">58</xref>).</p>
<p>To further illustrate the operational mechanism of CGB within WeChat-based networks, <xref ref-type="fig" rid="fig1">Figure 1</xref> presents a typical workflow from supply chain establishment to after-sales service management. The process involves multiple actors&#x2014;including digital platforms, group leaders, and community members&#x2014;who collaboratively coordinate procurement, distribution, and communication through WeChat groups or mini-program tools (<xref ref-type="bibr" rid="ref37">37</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Operational mechanism of CGB.</p>
</caption>
<graphic xlink:href="fpubh-13-1628887-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart illustrating a community purchasing process. It starts with the digital platform or group leader establishing a supply chain. The group leader forms a WeChat group. Community members place orders which the leader consolidates using group tools. The leader arranges delivery to the community, stores goods temporarily, and coordinates collection. Members collect purchases at a pick-up point. Complaints are handled by the leader.</alt-text>
</graphic>
</fig>
<p>As a promising retail platform model, the sales characteristics of CGB are closely related to consumer psychology (<xref ref-type="bibr" rid="ref36">36</xref>). Consumers are driven by factors such as perceived value, including convenience and time savings (<xref ref-type="bibr" rid="ref49">49</xref>); perceived trust in the quality of services offered by the group leader (<xref ref-type="bibr" rid="ref59">59</xref>); online platforms (<xref ref-type="bibr" rid="ref36">36</xref>); and good distribution models (<xref ref-type="bibr" rid="ref60">60</xref>). Importantly, Zhang and Tsai find that collectivist consumer psychology significantly influences purchase decisions in CGB (<xref ref-type="bibr" rid="ref61">61</xref>). Studies have also scrutinized the impact of digital platforms and highlighted how their features (e.g., convenience, usefulness, and ease of use) influence consumer attitudes and purchase intentions (<xref ref-type="bibr" rid="ref53">53</xref>, <xref ref-type="bibr" rid="ref54">54</xref>, <xref ref-type="bibr" rid="ref62">62</xref>). The dual role of group leaders, bridging community ties and commercial transactions, crucially affects perceived trust and consumer behavior (<xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref59">59</xref>).</p>
<p>During the COVID-19 pandemic, CGB surged in popularity, particularly in cities such as Wuhan and Shanghai, where it was deployed to address emergency needs and ensure community welfare (<xref ref-type="bibr" rid="ref63">63</xref>). This process typically involves establishing online platforms, setting community norms, appointing group leaders, and optimizing logistical procedures (<xref ref-type="bibr" rid="ref19">19</xref>). Stakeholders, including group leaders, residents, estate managers, and volunteers, collaborate to create supply chains, organize food distribution, and enhance community resilience (<xref ref-type="bibr" rid="ref63">63</xref>). Participation motives are driven by both individual interests and communal benefits, thus fostering community cohesion and increasing local governance engagement (<xref ref-type="bibr" rid="ref19">19</xref>).</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Social media group support in crisis</title>
<p>Social media groups are integral components of platforms such as Facebook, Flickr, and WeChat (<xref ref-type="bibr" rid="ref64">64</xref>), which form virtual communities where individuals share interests and networks linked with family members, friends, or colleagues (<xref ref-type="bibr" rid="ref65">65</xref>). These groups typically consist of group owners (in charge of group management) and members (who join through open acceptance, authorization, or invitation) (<xref ref-type="bibr" rid="ref66">66</xref>).</p>
<p>During crises, social media groups provide three types of social assistance. Instrumental support includes concrete aid and services that help restore communal life in affected areas by mobilizing resources and services within the group (<xref ref-type="bibr" rid="ref67">67</xref>). Second, informational support enables disaster-affected individuals to share information, ask questions, and solicit advice, thus facilitating knowledge exchange and situational awareness (<xref ref-type="bibr" rid="ref67">67</xref>). Finally, emotional support allows members to express empathy, affection, confidence, and compassion (<xref ref-type="bibr" rid="ref68">68</xref>). For example, during the Camp Fire disaster, individuals in a Facebook group shared uplifting quotes and focused on mental health, recovery, personal growth, and appreciation (<xref ref-type="bibr" rid="ref68">68</xref>). During the COVID-19 pandemic, these social media communities broke through time and space restrictions and enabled individuals to chat online (<xref ref-type="bibr" rid="ref69">69</xref>). Community managers (e.g., neighborhood committees and grid administrations) have specific responsibilities in each community. They disseminate information related to community-based preventive measures to these groups (<xref ref-type="bibr" rid="ref70">70</xref>). It is important to note that during this period, the circulation of Mis/Dis/harmful Information (MDHI), as emphasized in the RCRC framework, posed significant challenges. Therefore, community managers not only provided preventive information but also played a role in countering misinformation and maintaining trust within the community (<xref ref-type="bibr" rid="ref71">71</xref>). Additionally, these groups serve as platforms for residents to seek help, acquire necessities, engage in public affairs, and alleviate loneliness caused by isolation (<xref ref-type="bibr" rid="ref72">72</xref>). Research has indicated that participation in these groups can enhance residents&#x2019; trust and attachment to their community, encouraging greater involvement in community activities (<xref ref-type="bibr" rid="ref69">69</xref>). In summary, residents&#x2019; WeChat groups became essential tools for community outreach during the pandemic, connecting community networks, maintaining operations, and shaping community dynamics (<xref ref-type="bibr" rid="ref72">72</xref>).</p>
</sec>
</sec>
<sec sec-type="methods" id="sec6">
<label>3</label>
<title>Methodology</title>
<p>This study employed a qualitative methodology, grounded in an interpretive case study approach, integrating ethnography with semi-structured interviews. The ethnographic approach, including immersive participant observation within CGB WeChat groups during the COVID-19 lockdown, enabled the researcher to gain an in-depth understanding of group dynamics, social interactions, and collective practices (<xref ref-type="bibr" rid="ref73">73</xref>). Semi-structured interviews were conducted with CGB participants to provide complementary insights into their experiences, perceptions, and affective responses (<xref ref-type="bibr" rid="ref74">74</xref>). All collected data were systematically organized and coded using NVivo 14 software to facilitate rigorous analysis.</p>
<sec id="sec7">
<label>3.1</label>
<title>Case selection</title>
<p>As COVID-19 rapidly spread worldwide, many countries adopted lockdown measures in accordance with the WHO guidelines to curb virus transmission (<xref ref-type="bibr" rid="ref75">75</xref>). In April 2022, the government of Jinan, China, implemented community-based lockdown measures in response to the local COVID-19 outbreak. In this context, two notable cases of CGB emerged in Community W. Community W is a pseudonym used to protect participants&#x2019; privacy. It is also the residence of the first author, which facilitated immersive observation and direct interaction with community members, enabling the collection of rich, contextually informed data. To address potential biases associated with insider research, we implemented rigorous qualitative procedures, including systematic data collection, coding, and participant validation, to ensure the credibility and reliability of our findings.</p>
<p>On April 24, 2022, a resident (with the No. L01, <xref ref-type="table" rid="tab1">Table 1</xref>) created a WeChat group called the FeiFei Group for CGB, which included 498 members, all residing in Community W. Five days later, another resident (No. L02) established a similar WeChat group known as the AA Group, which comprised 410 members from the same neighborhood. Both &#x201C;FeiFei&#x201D; and &#x201C;AA&#x201D; are pseudonyms used to represent these two CGB WeChat groups.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Participants information.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Name</th>
<th align="left" valign="top">Gender</th>
<th align="center" valign="top">Age</th>
<th align="left" valign="top">Identity</th>
<th align="center" valign="top">Group buying frequency</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">L01</td>
<td align="left" valign="middle">Female</td>
<td align="center" valign="middle">35</td>
<td align="left" valign="middle">Group leader</td>
<td align="center" valign="middle">/</td>
</tr>
<tr>
<td align="left" valign="middle">L02</td>
<td align="left" valign="middle">Female</td>
<td align="center" valign="middle">44</td>
<td align="left" valign="middle">Group leader</td>
<td align="center" valign="middle">/</td>
</tr>
<tr>
<td align="left" valign="middle">M01</td>
<td align="left" valign="middle">Male</td>
<td align="center" valign="middle">32</td>
<td align="left" valign="middle">Group member</td>
<td align="center" valign="middle">18</td>
</tr>
<tr>
<td align="left" valign="middle">M02</td>
<td align="left" valign="middle">Female</td>
<td align="center" valign="middle">48</td>
<td align="left" valign="middle">Group member</td>
<td align="center" valign="middle">17</td>
</tr>
<tr>
<td align="left" valign="middle">M03</td>
<td align="left" valign="middle">Female</td>
<td align="center" valign="middle">40</td>
<td align="left" valign="middle">Group member</td>
<td align="center" valign="middle">22</td>
</tr>
<tr>
<td align="left" valign="middle">M04</td>
<td align="left" valign="middle">Female</td>
<td align="center" valign="middle">22</td>
<td align="left" valign="middle">Group member</td>
<td align="center" valign="middle">9</td>
</tr>
<tr>
<td align="left" valign="middle">M05</td>
<td align="left" valign="middle">Male</td>
<td align="center" valign="middle">41</td>
<td align="left" valign="middle">Group member</td>
<td align="center" valign="middle">15</td>
</tr>
<tr>
<td align="left" valign="middle">M06</td>
<td align="left" valign="middle">Female</td>
<td align="center" valign="middle">28</td>
<td align="left" valign="middle">Group member</td>
<td align="center" valign="middle">11</td>
</tr>
<tr>
<td align="left" valign="middle">M07</td>
<td align="left" valign="middle">Male</td>
<td align="center" valign="middle">52</td>
<td align="left" valign="middle">Group member</td>
<td align="center" valign="middle">6</td>
</tr>
<tr>
<td align="left" valign="middle">M08</td>
<td align="left" valign="middle">Male</td>
<td align="center" valign="middle">34</td>
<td align="left" valign="middle">Group member</td>
<td align="center" valign="middle">17</td>
</tr>
<tr>
<td align="left" valign="middle">M09</td>
<td align="left" valign="middle">Female</td>
<td align="center" valign="middle">39</td>
<td align="left" valign="middle">Group member</td>
<td align="center" valign="middle">25</td>
</tr>
<tr>
<td align="left" valign="middle">M10</td>
<td align="left" valign="middle">Male</td>
<td align="center" valign="middle">40</td>
<td align="left" valign="middle">Group member</td>
<td align="center" valign="middle">8</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>These two cases were purposefully selected for the study for the following reasons: First, they represent predominant CGB forms emerging in Chinese cities during COVID-19. Model 1, which is characterized as &#x201C;small and scattered&#x201D; and initiated by residents (<xref ref-type="bibr" rid="ref57">57</xref>), is exemplified by the Feifei Group. This model leverages group leaders&#x2019; personal networks to establish independent supply chains involving suburban producers and small wholesalers, primarily distributing fresh produce. Despite flexibility and cost advantages, this model faces significant coordination challenges. In contrast, the AA Group represents Model 2, which operates through commercial platforms such as Meituan (<xref ref-type="bibr" rid="ref76">76</xref>). This model ensures a stable supply of diverse goods, including daily necessities, through centralized operations, but it may limit community decision-making autonomy. These contrasting organizational logics provide a theoretical basis for analyzing the adaptability and limitations of CGB models in crisis contexts.</p>
<p>Second, while large platforms such as Meituan and Pinduoduo constitute major actors in China&#x2019;s CGB ecosystem, our study focuses on CGB practices led by local group leaders and coordinated through WeChat social networks (<xref ref-type="bibr" rid="ref19">19</xref>). This focus allows us to investigate the micro-level interaction mechanisms, mobilization strategies, and the reproduction of community engagement logics within the group buying process, rather than the centralized and commercialized operations typical of platform economies. Both selected cases exemplify this form of grassroots, WeChat-based CGB, characterized by spontaneity, flexibility, and close-knit community engagement, which directly aligns with the objectives of our study.</p>
<p>Third, the selection of Feifei Group and AA Group as case studies aligns with the abductive logic adopted in this study. Abductive reasoning emphasizes starting from observed phenomena and inferring the most plausible causes or mechanisms to generate new theoretical insights (<xref ref-type="bibr" rid="ref77">77</xref>). Field observations in Community W revealed that, despite their independent operational models and organizational structures, these two groups were relatively large, representative, and exhibited a notable similarity in mutual aid patterns. This unexpected phenomenon serves as the starting point for abduction: Why did CGB spontaneously display a consistent logic of mutual aid during the pandemic? Guided by social capital theory, we conducted a comparative analysis of organizational structures, decision-making processes, and member interactions, focusing on the common factors that facilitated mutual aid behaviors. Through a systematic examination of similarities and differences, we abductively inferred the core mechanisms driving mutual aid practices in CGB and constructed a practice-rooted, generalizable theoretical framework.</p>
</sec>
<sec id="sec8">
<label>3.2</label>
<title>Procedures</title>
<p>After the formation of the two WeChat groups, we promptly joined both and obtained permission from the group leaders to issue a recruitment announcement. This announcement outlined two criteria for participation: residing in the neighborhood and involvement in at least one CGB activity. Interested individuals were offered a modest compensation as an incentive for participation, but not contingent on providing any specific responses. To minimize the risk of participants joining solely for the compensation, we verified eligibility by confirming prior participation in CGB activities and residence within the community.</p>
<p>As shown in <xref ref-type="table" rid="tab1">Table 1</xref>, 12 participants were voluntarily recruited, including 2 group leaders and 10 members (7 women and 5 men), aged between 22 and 52&#x202F;years (M&#x202F;=&#x202F;37.92, SD&#x202F;=&#x202F;8.35). Additionally, 70% of the participants engaged in 10 or more group purchases. To ensure anonymity, informed consent was obtained from all participants, who were also informed of the research purpose.</p>
<p>From April 24 to November 30, 2022, ethnographic data were collected through immersive participant observation within a CGB WeChat group. Before commencing ethnographic observation, informed consent was obtained from both the group leaders and group members. The group leaders provided verbal consent, and no members expressed objections to the study. All chat records, images, and interaction data were collected solely for academic research, with all personal identifiers removed to ensure participants&#x2019; confidentiality. The researcher actively participated in daily interactions, discussions, and group-purchasing activities, documenting digital communication including text, images, videos, voice messages, emojis, and hyperlinks. To enhance reflexivity and minimize researcher bias, reflective field notes were maintained throughout the study, recording personal perceptions and potential influences on data interpretation.</p>
<p>The two CGB groups studied were established during the pandemic; thus, direct ethnographic observation was only possible during this period. After May 15, 2022, when strict community lockdowns in Jinan were largely lifted, the context shifted to the post-pandemic stage. To reconstruct a time-bound comparison across stages, pre-pandemic practices were inferred from participants&#x2019; retrospective accounts, supplemented with literature and media reports illustrating general CGB operations before the crisis. Post-pandemic observations and archival data (e.g., WeChat group histories) captured the persistence or decline of mutual aid practices and the reversion to commercial functions. This triangulated approach provided a comprehensive understanding of CGB mechanisms and social dynamics across the pre-pandemic, pandemic, and post-pandemic stages, highlighting their functional evolution.</p>
<p>Therein, we conducted semi-structured interviews with the participants. The interviews lasted between 30 and 60&#x202F;min, with an average of 48&#x202F;min. They were conducted both online and offline, in compliance with social distancing guidelines. Online interviews were conducted using WeChat&#x2019;s voice communication features, whereas offline interviews were primarily conducted during the pickup of CGB merchandise. Following the interview outline, we posed a series of semi-structured questions, as shown in <xref rid="SM1" ref-type="supplementary-material">Appendix 1</xref>, covering topics such as buyers&#x2019; motives, experiences, tools, and perspectives on CGB.</p>
<p>Since all interviews were conducted in Chinese while the manuscript is written in English, we provide an explanation of the translation process. Data analysis was conducted based on the original Chinese transcripts to avoid semantic bias (<xref ref-type="bibr" rid="ref78">78</xref>). During the writing stage, the first author translated the relevant excerpts into English, and the corresponding author performed back-translation (<xref ref-type="bibr" rid="ref79">79</xref>). Both authors are bilingual. When encountering expressions with multiple possible translations or culture-specific meanings, we referred to relevant literature, discussed until consensus was reached, and developed a consistent glossary (e.g., translating &#x201C;&#x56E2;&#x957F;&#x201D; as &#x201C;group leader&#x201D; and &#x201C;&#x63A5;&#x9F99;&#x201D; as &#x201C;group note&#x201D;). To ensure that the translations accurately reflected participants&#x2019; intended meanings, we also conducted member checking with selected participants (<xref ref-type="bibr" rid="ref80">80</xref>).</p>
<p>We adopted an abductive analytical perspective to code and interpret the interview data (<xref ref-type="bibr" rid="ref77">77</xref>). This approach integrates the systematic, theory-informed procedures of grounded theory&#x2014;open coding, axial coding, and selective coding&#x2014;with abductive reasoning as its core logic (<xref ref-type="bibr" rid="ref81">81</xref>). Abductive reasoning allows iterative movement between empirical data and theoretical frameworks, continuously comparing, refining, and optimizing interpretations to identify the most plausible explanations for observed phenomena (<xref ref-type="bibr" rid="ref77">77</xref>). This approach is particularly suitable for our study, as it enables the use of social capital theory as a sensitizing concept rather than a predetermined framework, providing heuristic guidance without constraining theoretical development (<xref ref-type="bibr" rid="ref82">82</xref>). All interview recordings were fully transcribed and imported into NVivo 14 software for a systematic three-stage coding process.</p>
<p>The coding process followed a systematic three-stage procedure. During open coding, we read transcripts line by line, identifying and labeling initial concepts while writing analytical memos to capture emerging insights. For example, the statement, &#x201C;I think it&#x2019;s because we are all neighbors, and we trust information that comes from our neighbors (M08 group member),&#x201D; was coded as &#x201C;neighborhood relations.&#x201D; In the subsequent axial coding stage, relationships among concepts were examined and organized hierarchically into sub-categories and main categories. For instance, &#x201C;neighborhood relationship&#x201D; was grouped under the sub-category &#x201C;networks of acquaintance,&#x201D; which, guided by social capital theory, was further categorized under &#x201C;community networks.&#x201D; During this stage, we employed abductive theory matching, iteratively comparing data with theory to explore underlying mechanisms. During the selective coding phase, drawing on the conceptualization of social networks within social capital theory, &#x201C;community networks&#x201D; were identified as part of the core category &#x201C;the causes of community mutual aid,&#x201D; reflecting their role in facilitating collective assistance. Other main categories were integrated into two additional core dimensions: &#x201C;the process of community mutual aid&#x201D; and &#x201C;the outcomes of community mutual aid.&#x201D; Together, these core categories formed a theoretical framework explaining the mechanisms of community mutual aid in CGB.</p>
<p>Throughout the analysis, we maintained theoretical openness. For example, the statement, &#x201C;I was able and felt obligated to help my neighbors during a period of panic when the supermarkets were empty (L01 group leader),&#x201D; was initially coded as &#x201C;responsibility&#x201D; and later refined into the sub-category &#x201C;sense of rescue.&#x201D; Although this psychological motivation extends beyond conventional social capital theory, it was incorporated into the broader category &#x201C;psychological motivations,&#x201D; alongside reciprocity, reflecting underlying emotional and moral drivers of community mutual aid.</p>
<p>Two researchers conducted independent coding and met regularly to discuss discrepancies, which were resolved through constant reference to the original data (<xref ref-type="bibr" rid="ref83">83</xref>). All participants were invited to review the research findings. Most confirmed the accuracy of the coding and agreed with our interpretations. For divergent opinions, we revisited the original transcripts and refined coding categories or their relationships where necessary, while retaining these differing perspectives to capture the diversity of experiences and deepen our understanding of mutual aid mechanisms (<xref ref-type="bibr" rid="ref84">84</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="sec9">
<label>4</label>
<title>Results</title>
<p>This section presents the empirical findings derived from the analysis of CGB during the COVID-19 pandemic. Specifically, it identifies six main categories&#x2014;disaster risk, community networks, participation pathways, psychological motivations, community resilience, and social inequality&#x2014;that captured the causes, processes, and outcomes of the transformation of CGB into a form of community mutual aid. Each main category comprises several subcategories and open codes, as detailed in <xref ref-type="table" rid="tab2">Table 2</xref>.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>The main categories, sub-categories, and initial concepts.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Main categories</th>
<th align="left" valign="top">Sub-categories</th>
<th align="left" valign="top">Initial concepts</th>
<th align="center" valign="top">Number of nodes</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="6">Disaster risks</td>
<td align="left" valign="top" rowspan="3">Material scarcity</td>
<td align="left" valign="top">Material shortage</td>
<td align="center" valign="top">17</td>
</tr>
<tr>
<td align="left" valign="top">Unstable supply</td>
<td align="center" valign="top">2</td>
</tr>
<tr>
<td align="left" valign="top">Fear</td>
<td align="center" valign="top">9</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Spatial isolation</td>
<td align="left" valign="top">Lockdown management</td>
<td align="center" valign="top">11</td>
</tr>
<tr>
<td align="left" valign="top">Community lockdown</td>
<td align="center" valign="top">4</td>
</tr>
<tr>
<td align="left" valign="top">Loneliness</td>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="9">Community networks</td>
<td align="left" valign="top" rowspan="5">Networks of acquaintance</td>
<td align="left" valign="top">Neighborhood relations</td>
<td align="center" valign="top">9</td>
</tr>
<tr>
<td align="left" valign="top">Acquaintance society</td>
<td align="center" valign="top">7</td>
</tr>
<tr>
<td align="left" valign="top">Social network</td>
<td align="center" valign="top">13</td>
</tr>
<tr>
<td align="left" valign="top">Opinion leader</td>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">Community norm</td>
<td align="center" valign="top">11</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Hubs of social support</td>
<td align="left" valign="top">Material support</td>
<td align="center" valign="top">13</td>
</tr>
<tr>
<td align="left" valign="top">Informational support</td>
<td align="center" valign="top">13</td>
</tr>
<tr>
<td align="left" valign="top">Emotional support</td>
<td align="center" valign="top">4</td>
</tr>
<tr>
<td align="left" valign="top">Trust</td>
<td align="center" valign="top">13</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="6">Participation pathways</td>
<td align="left" valign="top" rowspan="3">Technology mobilization</td>
<td align="left" valign="top">Technical tools (min-program, group note)</td>
<td align="center" valign="top">12</td>
</tr>
<tr>
<td align="left" valign="top">Virtual scenes</td>
<td align="center" valign="top">4</td>
</tr>
<tr>
<td align="left" valign="top">Purchase methods</td>
<td align="center" valign="top">7</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Negotiations of emotions and interests</td>
<td align="left" valign="top">Nonprofit</td>
<td align="center" valign="top">4</td>
</tr>
<tr>
<td align="left" valign="top">Bidirectional feedback</td>
<td align="center" valign="top">5</td>
</tr>
<tr>
<td align="left" valign="top">Altruistic tendency</td>
<td align="center" valign="top">3</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Psychological motivations</td>
<td align="left" valign="top" rowspan="2">Sense of rescue</td>
<td align="left" valign="top">Responsibility</td>
<td align="center" valign="top">22</td>
</tr>
<tr>
<td align="left" valign="top">Reciprocity</td>
<td align="center" valign="top">2</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Sense of community</td>
<td align="left" valign="top">Membership</td>
<td align="center" valign="top">10</td>
</tr>
<tr>
<td align="left" valign="top">Accomplishment</td>
<td align="center" valign="top">2</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Community resilience</td>
<td align="left" valign="top" rowspan="2">Alleviating community challenges</td>
<td align="left" valign="top">Mitigating material shortages</td>
<td align="center" valign="top">19</td>
</tr>
<tr>
<td align="left" valign="top">Providing companionship</td>
<td align="center" valign="top">6</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Fostering mutual-aid spirit</td>
<td align="left" valign="top">Community cohesion</td>
<td align="center" valign="top">7</td>
</tr>
<tr>
<td align="left" valign="top">Primary-level organization</td>
<td align="center" valign="top">8</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Social inequalities</td>
<td align="left" valign="top" rowspan="2">Material supply uneven</td>
<td align="left" valign="top">Lack of diversity</td>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">High cost</td>
<td align="center" valign="top">3</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Digital access inequality</td>
<td align="left" valign="top">Vulnerable groups</td>
<td align="center" valign="top">2</td>
</tr>
<tr>
<td align="left" valign="top">Neglected</td>
<td align="center" valign="top">2</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Additionally, these core categories describe how the broader practice of community mutual aid, exemplified by CGB functions. Community mutual aid practices are typically initiated by disaster risks and are based on community networks. These practices rely on public participation strategies and psychological motivations such as reciprocity. While community mutual aid enhances community resilience to disasters, it can also exacerbate social inequalities.</p>
<p>By synthesizing existing literature and research findings, and following an abductive logic, we developed a theoretical framework of community mutual aid practices, represented by the CGB framework (<xref ref-type="fig" rid="fig2">Figure 2</xref>). The developed model illustrates the interconnections between core categories. A recursive relationship exists among the causes, processes, and outcomes of community mutual aid. Specifically, disaster risks strengthen community networks. Participation pathways bolster psychological motivations, which further support participation pathways.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>The CGB-based community mutual aid framework.</p>
</caption>
<graphic xlink:href="fpubh-13-1628887-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart illustrating community mutual aid. At the top, causes include disaster risks (material scarcity, spatial isolation) and community networks (acquaintances, social support hubs). In the middle, processes involve participation pathways (technology, emotions negotiation) and psychological motivations (sense of rescue, community). At the bottom, outcomes are community resilience (alleviating challenges, fostering aid spirit) and social inequalities (uneven material supply, digital access inequality).</alt-text>
</graphic>
</fig>
<sec id="sec10">
<label>4.1</label>
<title>Disaster risks</title>
<p>The COVID-19 pandemic posed a significant risk to individuals&#x2019; health and well-being (<xref ref-type="bibr" rid="ref75">75</xref>). To curb the spread of COVID-19, governments implemented emergency lockdown measures according to the WHO guidelines. Some negative impacts on communities and individuals occurred, such as the temporary disruption of market activities and cessation of express delivery services. Consequently, residents faced multiple disaster risks, such as the scarcity of essential resources and physical isolation.</p>
<disp-quote>
<p>&#x201C;The food at the community store was rapidly sold out, and I had not stored any at home.&#x201D; (M07 group member).</p>
<p>&#x201C;The community gates were closed, preventing any of us from leaving.&#x201D; (M06, group member).</p>
</disp-quote>
<p>Uncertainty is an inherent aspect of disaster risk that cannot be ignored (<xref ref-type="bibr" rid="ref85">85</xref>). Previous research indicated that uncertainty surrounding the COVID-19 pandemic may lead to persistent and intense fear (<xref ref-type="bibr" rid="ref86">86</xref>). Additionally, the lockdown intensified feelings of loneliness due to heightened uncertainty (<xref ref-type="bibr" rid="ref87">87</xref>). Our findings showed that residents experienced significant fear and loneliness during the lockdown period.</p>
<disp-quote>
<p>&#x201C;We were afraid, both due to the infection and the prospect of being unable to get food.&#x201D; (M09 group member).</p>
<p>&#x201C;Staying at home all day without any interaction with others may be quite lonely.&#x201D; (M05 group member).</p>
</disp-quote>
</sec>
<sec id="sec11">
<label>4.2</label>
<title>Community networks</title>
<p>Residents form acquaintance networks on WeChat groups based on their existing relationships. These networks also serve as hubs of social support, where residents can offer assistance to one another. CGB is often facilitated through WeChat groups, which can include anywhere from 3 to 500 members (<xref ref-type="bibr" rid="ref88">88</xref>). Membership in these WeChat groups requires invitations from current members and thus relies on personal connections between new and existing members. This network of acquaintances on WeChat plays a crucial role in facilitating CGB.</p>
<disp-quote>
<p>&#x201C;This community buying group on WeChat is composed of all residents of our community.&#x201D; (M02 group member).</p>
</disp-quote>
<p>This network is characterized by a lack of clear hierarchical structures and a significant degree of equality among its members. Group leaders, who are often the most influential individuals within the organization, act more as initiators than managers, and do not hold prominent positions within the community network. Group members voluntarily follow rules such as refraining from spreading rumors or mistreating others, rather than being forced into compliance. This structure emphasizes unity and equal status among members, which is consistent with other models of community mutual aid.</p>
<disp-quote>
<p>&#x201C;The group leader typically updates the group buying information, and it is rare for them to remove members from the group.&#x201D; (M01, group member).</p>
</disp-quote>
<p>In China, the social structure is sometimes described as an &#x201C;acquaintance society&#x201D; where interpersonal connections are primarily local with minimal movement among social groups. However, modernization has weakened these acquaintance relationships in urban communities (<xref ref-type="bibr" rid="ref89">89</xref>). During a shared crisis, the emotions and capacity to gather resources among neighbors within a social network of acquaintances are revived. The Chinese proverb &#x201C;A close neighbor is preferable to a distant cousin&#x201D; underscores the reliability of neighborhood support during emergencies.</p>
<disp-quote>
<p>&#x201C;We feel like family during these critical situations rather than neighbors.&#x201D; (M08 group member).</p>
</disp-quote>
<p>The network structure of social relationships significantly affects the functional content of social support (<xref ref-type="bibr" rid="ref90">90</xref>). In CGB WeChat groups, the network of acquaintances among residents functions as a hub for social support, thereby facilitating community mutual aid. Four primary forms of social assistance emerged within this network.</p>
<p>The primary and crucial element is instrumental support, in which the group leader provides supplies to the residents, and the residents also provide supplies to each other.</p>
<disp-quote>
<p>&#x201C;Within the group, I reached out to those in trouble, and other neighbors were quick to help. Everyone pulled together to overcome difficulties.&#x201D; (M04, group member).</p>
</disp-quote>
<p>Second, residents served as information nodes, gathering firsthand information about the pandemic from other networks and sending it to the AA and FeiFei groups. Thus, community networks provide informational support.</p>
<disp-quote>
<p>&#x201C;When a confirmed case arose in any of the nearby neighborhoods, everyone instantly informed the group.&#x201D; (M09 group member).</p>
</disp-quote>
<p>Third, the community network creates a secure environment for residents to express their emotions, which helps mitigate feelings of isolation and anxiety.</p>
<disp-quote>
<p>&#x201C;It was not so scary when I sometimes talked to others in this group.&#x201D; (M10 group member).</p>
</disp-quote>
<p>Finally, trust within a community network is crucial beyond typical forms of social support. Trust in group leaders forms the foundation for instrumental, informational, and emotional support, especially in commercial activities such as CGB (<xref ref-type="bibr" rid="ref49">49</xref>).</p>
<disp-quote>
<p>&#x201C;The food acquired by community organizations was both affordable with excellent quality. I trusted the group leader.&#x201D; (M01 group member).</p>
</disp-quote>
</sec>
<sec id="sec12">
<label>4.3</label>
<title>Participation pathways</title>
<p>Two main aspects of how residents participate in CGB exist: first, they engage in CGB through the utilization of low-cost technologies, such as mini-programs and group notes within WeChat groups, and second, they negotiate their emotions and interests during the group purchasing process.</p>
<p>Mini-programs are crucial technological tools for facilitating CGB. As components of WeChat, mini-programs can be utilized without the need to download or install them, which provides convenient accessibility by allowing users to open them effortlessly through swipes or searches (<xref ref-type="bibr" rid="ref91">91</xref>).</p>
<p>The AA Group employs a mini-program called the &#x201C;Vertical Order King.&#x201D; The mini-program&#x2019;s homepage displays essential details, such as the leader&#x2019;s ID (L02), the offered products, their prices, the associated images, and pickup date. Users can easily add products to their shopping cart by clicking the &#x201C;+&#x201D; button and complete the checkout process by entering the recipient&#x2019;s name, phone number, WeChat ID, pick-up point, and other necessary information.</p>
<p>A mini program enhances the shopping experience by offering various features. From the leader&#x2019;s perspective, this includes product presentations, price labeling, and a user interface for completing purchases. From a consumer&#x2019;s perspective, it provides a range of products to choose from, a one-click purchase button, and a streamlined checkout screen. These features streamline the purchasing experience and increase the likelihood of purchasing.</p>
<disp-quote>
<p>&#x201C;The mini-program operates similarly to a small retail center, with clearly marked products and prices.&#x201D; (M07 group member).</p>
</disp-quote>
<p>The FeiFei Group uses the &#x201C;Group Note&#x201D; feature to monitor statistical data of the group leader and members&#x2019; participation in group buying (<xref ref-type="fig" rid="fig3">Figure 3</xref>). The group leader disseminates product information by creating notes within the WeChat group. Users can engage by selecting the &#x201C;#Group Note&#x201D; button in the group chat, which allows them to track the sales data for various goods visually.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>The group note. Chinese characters represent the online nicknames of community residents placing orders, while Arabic numerals indicate the quantity of items requested.</p>
</caption>
<graphic xlink:href="fpubh-13-1628887-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">This figure provides a detailed depiction of the group note phenomenon in WeChat group-buying communities. The image shows sales information for freshly picked Princess Milk Strawberries, including a special offer of 39.9 yuan per 2-jin pack (&#x2248;1 kg) with same-day delivery. Below the offer is a list of 18 online nicknames representing residents&#x2019; pre-order records.</alt-text>
</graphic>
</fig>
<disp-quote>
<p>&#x201C;When I join the WeChat group and click in, I notice that everyone is engaged in the group note. Sometimes, I make purchases without knowing what others are buying, but I still participate.&#x201D; (M02 group member).</p>
</disp-quote>
<p>Integrating mini-programs that simulate the shopping experience or group notes that provide a clear view of collective purchasing, coupled with effective technology distribution, establishes a cost-effective mobilization method within the CGB. Moreover, within CGB, group leaders and members negotiate their respective interests. During the COVID-19 lockdown, group leaders often demonstrated altruistic intentions by sacrificing a portion of their earnings to assist others within the community.</p>
<p>L02, a mother of two, initiated a CGB business to leverage its flexibility and manage her time efficiently. Her original intention was to ensure the project sustainability by offering inexpensive prices. However, as the lockdown progressed, she aimed to utilize her resources to help her neighbors overcome challenges regardless of her earnings.</p>
<p>In turn, purchasers often perceive buying products from their neighbors as a means of supporting them. Mutual assistance reflects a community&#x2019;s collective efforts to manage its interests and emotions.</p>
<disp-quote>
<p>&#x201C;By taking part in a CGB led by L02, we can assist L02, a full-time mother, in launching her own business.&#x201D; (M08 group member).</p>
</disp-quote>
<p>This negotiation process enables the establishment of a consensus and subtle management of the interests and emotions of buyers and sellers in the CGB. For example, buyers commonly express satisfaction with purchased items through images and written remarks. To incentivize the group members to contribute valuable ideas, as a symbol of gratitude, the group leader distributed digital red packets to the WeChat group.</p>
<disp-quote>
<p>&#x201C;Although the quantity of money in the red envelope is not significant, it serves as a token of appreciation.&#x201D; (M02 group member).</p>
</disp-quote>
</sec>
<sec id="sec13">
<label>4.4</label>
<title>Psychological motivations</title>
<p>In CGB, residents derive psychological motivation from two main factors: a perceived sense of rescue and a strengthened sense of community. Upon receiving notifications about the lockdown, residents of Community W experienced a decrease in the availability of goods in nearby superstores and marketplaces. L01 organized a collective purchase of cucumbers from her suburban garden and sold them at a significantly lower price. When asked about her motivation for initiating CGB, she stated:</p>
<disp-quote>
<p>&#x201C;I was able and felt obligated to help my neighbors during a period of panic when the supermarkets were empty.&#x201D;</p>
</disp-quote>
<p>Group members who engaged in CGB perceived it as an effective approach to address the scarcity issue when &#x201C;eggs and vegetables had been depleted and were not accessible.&#x201D; (M10 group member). Group members understood that the group leaders would profit from these purchases, indicating a reciprocal relationship.</p>
<disp-quote>
<p>&#x201C;Goods purchased through CGB are significantly less expensive than those from outside the neighborhood. Group leaders, who are also neighbors, need to make money. So why not purchase from neighbors instead of paying a premium price through other channels?&#x201D; (M03 group member).</p>
</disp-quote>
<p>CGB has emerged as a pivotal catalyst in fostering a sense of community among neighbors. The detection of a COVID-19 case in a nearby community would trigger a lot of information (news, screenshots, audio clips, and videos) across CGB WeChat groups. While some residents initially felt alarmed by the sudden influx of information and confirmed cases, others took steps to alleviate the tensions. This period marked a significant shift, in which residents felt a profound connection to their community, emphasizing a sense of inclusion and membership.</p>
<disp-quote>
<p>&#x201C;As a member of our community, I am dedicated to guaranteeing its security by sharing information.&#x201D; (M01 group member).</p>
</disp-quote>
<p>For critical prevention moments, community officers allow some residents to leave their homes. These individuals subsequently organized transportation teams to facilitate the delivery of collectively purchased goods to residents&#x2019; homes. These acts of mutual aid not only fulfilled practical needs, but also instilled a deep sense of accomplishment among participants, further strengthening community bonds.</p>
<disp-quote>
<p>&#x201C;It is quite fulfilling to witness everyone saying &#x2018;thank you&#x2019; at that time.&#x201D; (L02 group member).</p>
</disp-quote>
</sec>
<sec id="sec14">
<label>4.5</label>
<title>Community resilience</title>
<p>When CGB evolved into a mutual aid practice, it significantly enhanced the community&#x2019;s resilience during the lockdown. First, it alleviated community challenges. On the one hand, the material shortages were mitigated within the community, particularly by ensuring the provision of food and other essential needs for residents. Organized efforts to source and distribute goods mean that, even in times of crisis, the basic needs of the community are met, thereby reducing stress and uncertainty. As one participant noted,</p>
<disp-quote>
<p>&#x201C;CGB really solved the problem of not having enough food and daily supplies in our neighborhood&#x2014;it was the most urgent need at the time.&#x201D; (M04 group Member).</p>
</disp-quote>
<p>On the other hand, WeChat groups used for organizing these purchases provided a platform for residents to interact, reducing feelings of loneliness and panic. These virtual interactions became a crucial lifeline for emotional support, allowing residents to share experiences, offer help, and build a sense of togetherness despite physical isolation. As reflected in one participant&#x2019;s words,</p>
<disp-quote>
<p>&#x201C;I&#x2019;m feeling kind of lonely being the only one at home, but the group buying chat is really active. it makes me feel less alone.&#x201D; (M04 group Member).</p>
</disp-quote>
<p>Second, the CGB fostered a spirit of mutual aid among residents. In tense and high-pressure environments, residents supported each other by strengthening community solidarity and cohesion. This spirit of mutual support involved not only sharing resources but also building trust and mutual respect among neighbors.</p>
<disp-quote>
<p>&#x201C;It greatly improves the convenience of shopping. During times of panic, neighbors support and respect each other through group buying. This brings us closer and more united than before.&#x201D;(M01 group member).</p>
</disp-quote>
<p>Initiating CGB on WeChat involved collaboration with neighborhood committees and community grid managers, indicating government involvement in supporting these activities during the pandemic (L02 group leader). Government officials and property managers were involved in ensuring smooth operation of the CGB. Their involvement ensured that logistical challenges were effectively managed, and communication channels between residents and authorities were open. This demonstrated that the community mutual aid initiative received support from both internal and external sources, thereby developing a strong spirit of mutual aid among residents.</p>
</sec>
<sec id="sec15">
<label>4.6</label>
<title>Social inequalities</title>
<p>Inequality in the community mutual aid system posed by the CGB also has several negative effects. First, the supply of materials was uneven. Group leaders made efforts to mobilize resources to meet residents&#x2019; needs for food and other daily necessities. However, a notable shortage of critical anti-epidemic materials, such as masks and alcohol, occurred temporarily. This scarcity resulted in prohibitively high prices of anti-epidemic materials purchased by community groups.</p>
<disp-quote>
<p>&#x201C;CGB has drawbacks such as its inability to procure masks and alcohol, which must still be allocated by the government.&#x201D; (M01, group member).</p>
</disp-quote>
<p>Second, inequality existed in terms of digital access. Not all residents of Community W joined WeChat groups for CGB, with some continuing to rely on other retail channels. Our survey found that this group mainly included older adults with limited access to digital tools, along with renters who lacked the social connections needed to be invited into WeChat groups. These vulnerable groups are excluded from the CGB-based mutual aid system.</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec16">
<label>5</label>
<title>Discussion</title>
<p>This study investigates whether, why, and how CGB emerged as a form of mutual aid&#x2013;based community engagement during the COVID-19 pandemic, and further analyzes the outcomes of this transformation. The analysis identifies six interrelated factors&#x2014;disaster risk, community networks, participation pathways, psychological motivations, community resilience, and social inequality&#x2014;that shaped the evolution of CGB. Together, these factors illuminate the operational logic of CGB in crisis contexts and provide a robust empirical foundation for addressing the study&#x2019;s core research questions.</p>
<sec id="sec17">
<label>5.1</label>
<title>Mutual aid characteristics of CGB during the COVID-19 pandemic</title>
<p>This study demonstrates that, amid the COVID-19 pandemic, CGB evolved from a pragmatic procurement mechanism into a grassroots model of mutual aid, fully embodying the core features of community mutual aid.</p>
<p>First, the emergence of CGB was neither state-mandated nor market-driven; it represented a form of social self-rescue rooted in residents&#x2019; immediate needs and collective survival instincts. Motivated by shared risk perceptions, ordinary community residents spontaneously organized procurement, distribution, and last-mile delivery. This bottom-up mobilization bypassed formal institutions (<xref ref-type="bibr" rid="ref19">19</xref>), relying instead on informal trust networks and reciprocal norms characteristic of social capital (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref25">25</xref>). These dynamics illustrate how embedded social capital can be activated to sustain community vitality during crises (<xref ref-type="bibr" rid="ref92">92</xref>).</p>
<p>Second, CGB adopted a flat, decentralized structure that sharply contrasted with the hierarchical logic of bureaucratic and commercial systems (<xref ref-type="bibr" rid="ref26">26</xref>). Group leaders acted as coordinators rather than commanders, while members flexibly assumed roles such as information gatherers and volunteers. Digital technologies reduced coordination costs and enhanced agency and equality, illustrating how digital empowerment fosters community resilience amid disruption (<xref ref-type="bibr" rid="ref35">35</xref>).</p>
<p>Third, CGB WeChat groups functioned as central nodes for resource aggregation and redistribution. Group leaders bridged fragmented market supply and localized demand through collective purchasing and optimized logistics (<xref ref-type="bibr" rid="ref22">22</xref>). This transformation of individual consumption into collective resource management exemplifies the resource mobilization function of social capital (<xref ref-type="bibr" rid="ref93">93</xref>), demonstrating how community networks compensate for institutional gaps to maintain social continuity.</p>
<p>Fourth, the dynamics of CGB were grounded in trust and reciprocity. Repeated interactions between organizers and members cultivated enduring obligations and shared norms, which constitute the core mechanisms for the reproduction of social capital. These informal reciprocal norms operated as efficient systems of social regulation (<xref ref-type="bibr" rid="ref94">94</xref>), promoting cooperation and reducing uncertainty. Over time, they reinforced collective efficacy and facilitated the accumulation of both relational and structural social capital.</p>
<p>Fifth, CGB platforms gradually evolved beyond their initial function of material exchange, becoming multifunctional spaces for social support. Communication channels originally designed for logistical coordination transformed into venues for information sharing and emotional sustenance, consistent with prior findings on digital mutual aid (<xref ref-type="bibr" rid="ref95">95</xref>). This hybrid online&#x2013;offline interaction strengthened neighborhood solidarity, alleviated isolation, and fostered a sense of community under conditions of physical distancing (<xref ref-type="bibr" rid="ref96">96</xref>).</p>
<p>Finally, the enduring vitality of CGB stemmed from its emotional foundations. Amid uncertainty, empathy, shared hardship, and a collective sense of solidarity emerged as intrinsic drivers of participation (<xref ref-type="bibr" rid="ref97">97</xref>). What began as pragmatic risk mitigation gradually became a ritual of collective identity imbued with emotional resonance, such as sending red envelopes (<xref ref-type="bibr" rid="ref98">98</xref>). Emotional energy transformed economic transactions into symbolic acts of mutual aid, illustrating how affective ties sustain the reproduction of social capital during crises.</p>
</sec>
<sec id="sec18">
<label>5.2</label>
<title>The causes of CGB as a form of community mutual aid during the pandemic</title>
<p>Having established that CGB functioned as a form of community mutual aid during the pandemic, this section examines the underlying conditions that enabled this transformation. Understanding why CGB evolved into mutual aid helps clarify the broader circumstances under which mutual aid&#x2013;based community engagement emerges.</p>
<p>From a social capital perspective, this transformation was not accidental but driven by the activation of social capital within disaster contexts. Disaster sociology emphasizes that disasters are not merely physical events but structural shocks at the societal level, revealing and amplifying vulnerabilities and inequalities within social systems (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref8">8</xref>). During the COVID-19 pandemic, for instance, lockdown measures led to shortages of essential goods, exposing weaknesses in food supply chains and intensifying feelings of isolation and anxiety (<xref ref-type="bibr" rid="ref9">9</xref>). Existing research further suggests that such perceptions of disaster risk can activate social capital, thereby encouraging mutual aid at the community level (<xref ref-type="bibr" rid="ref10">10</xref>). Disaster risk can therefore be understood as an external catalyst that transformed CGB from an economic exchange network into a mutual aid practice, as members mobilized shared resources under common risk perceptions to establish responsive systems of collective support.</p>
<p>The intrinsic catalyst for this transformation lies in the community&#x2019;s pre-existing social capital, encompassing established neighborhood networks, shared norms, and trust in local organizers. During the crisis, these elements were reactivated and reintegrated into community interactions, serving as internal driving forces behind the transformation (<xref ref-type="bibr" rid="ref30">30</xref>). Amid lockdowns and resource shortages, residents utilized digital platforms such as WeChat groups to rebuild social connections and form online mutual aid networks. Although these networks operated through digital media, their core participants were primarily drawn from existing neighborhood ties, reflecting the characteristics of a society of acquaintances. These networks exhibited a horizontal, closed, and stable social structure that embodies structural social capital, wherein residents mobilize and coordinate social resources through established relational networks.</p>
<p>Meanwhile, neighborhood norms were reactivated and gradually institutionalized through ongoing processes of resource coordination and responsibility allocation, giving rise to informal institutions that sustained the mutual aid order. As the Chinese proverb goes, &#x201C;A good neighbor is better than a distant relative,&#x201D; highlighting that neighborhood-based mutual aid norms, rooted in acquaintance networks, exhibit strong emotional cohesion and resource mobilization capacity during crises (<xref ref-type="bibr" rid="ref99">99</xref>). Trust, as another critical form of social capital&#x2014;particularly institutional trust in community organizers&#x2014;constituted a key mechanism enabling CGB to maintain operations and fulfill its mutual aid functions during crises. This aligns with the concept of relational social capital (<xref ref-type="bibr" rid="ref26">26</xref>), which emphasizes social networks grounded in shared norms and mutual trust.</p>
</sec>
<sec id="sec19">
<label>5.3</label>
<title>Processes driving the transformation of CGB into community mutual aid</title>
<p>This section explores how CGB transformed into community mutual aid during the pandemic. We compare the evolution of this model before, during, and after the pandemic. As shown in <xref ref-type="table" rid="tab3">Table 3</xref>, it initially functioned as a market-oriented procurement mechanism, shifted to mutual aid practices during the pandemic, and later emerged as a hybrid form combining commercial efficiency with community cohesion. This trajectory reflects functional adaptation rather than organizational restructuring. The shift from a commercial to a mutual aid model was primarily enabled by the reproduction of structural and relational social capital, with digital participation pathways and psychological motivations playing pivotal roles in this process.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Evolution of CGB before, during, and after the COVID-19 Pandemic.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Comparison dimension</th>
<th align="left" valign="top">Before the pandemic</th>
<th align="left" valign="top">During the pandemic</th>
<th align="left" valign="top">After the pandemic</th>
<th align="left" valign="top">Key events/mechanism changes</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Context/Formation</td>
<td align="left" valign="top">Driven by daily retail needs; focused on cost efficiency and convenience.</td>
<td align="left" valign="top">Triggered by emergency life-sustaining needs due to lockdowns and restricted mobility.</td>
<td align="left" valign="top">Returns to routine consumption, combining convenience with residual mutual aid practices.</td>
<td align="left" valign="top">Lockdowns and supply shortages triggered emergency CGB and mutual aid; after the pandemic, CGB largely returned to its commercial function, while certain mutual aid practices, such as information support, partially persisted.</td>
</tr>
<tr>
<td align="left" valign="top">Core objective</td>
<td align="left" valign="top">Enhances cost efficiency and provides neighborhood convenience.</td>
<td align="left" valign="top">Ensures access to daily necessities through community mutual aid.</td>
<td align="left" valign="top">Maintains convenience while sustaining some community support.</td>
<td align="left" valign="top">The focus shifted from purely transactional to securing essential goods; after the pandemic, commercial objectives resumed.</td>
</tr>
<tr>
<td align="left" valign="top">Role of group leader</td>
<td align="left" valign="top">Disseminates information, collects orders, and assists with fulfillment.</td>
<td align="left" valign="top">Acts as a central hub and organizer, assuming greater coordination and risk responsibilities to guarantee supply.</td>
<td align="left" valign="top">Balances commercial and community roles, occasionally coordinating mutual aid or community initiatives.</td>
<td align="left" valign="top">The role evolved from information distributor to coordinator and mutual aid organizer; post-pandemic, group leaders balance business and community responsibilities.</td>
</tr>
<tr>
<td align="left" valign="top">Community member participation</td>
<td align="left" valign="top">Place orders and pick up goods.</td>
<td align="left" valign="top">Place orders, provide material, emotional, and informational support, and some residents spontaneously assist with delivery.</td>
<td align="left" valign="top">Primarily transactional, with some voluntary mutual aid or neighborhood support persisting.</td>
<td align="left" valign="top">Participation expanded from purely transactional to active mutual aid; post-pandemic, transactions dominate, but mutual aid habits partially persist.</td>
</tr>
<tr>
<td align="left" valign="top">Transaction tools</td>
<td align="left" valign="top">WeChat groups (mini-programs, group notes), emphasizing transactional functions.</td>
<td align="left" valign="top">WeChat groups (mini-programs, group note), emphasizing emergency support functions.</td>
<td align="left" valign="top">WeChat groups and apps maintain both transactional and occasional support functions.</td>
<td align="left" valign="top">Tool usage shifted from purely transactional to supporting mutual aid; post-pandemic, both functions coexist, but transactions remain primary.</td>
</tr>
<tr>
<td align="left" valign="top">Revenue model</td>
<td align="left" valign="top">Group leaders earn commissions and supply chain profits.</td>
<td align="left" valign="top">Group leaders reduce or forego earnings to ensure the supply of essential goods.</td>
<td align="left" valign="top">Group leaders resume profit-making, occasionally contributing time or resources for community support.</td>
<td align="left" valign="top">The revenue model was temporarily altered to prioritize mutual aid over profit; post-pandemic, profit motives resumed.</td>
</tr>
<tr>
<td align="left" valign="top">Psychological motivation</td>
<td align="left" valign="top">Group leaders seek profit; community members pursue low cost and convenience.</td>
<td align="left" valign="top">Sense of rescue (responsibility, reciprocity) and sense of community(membership, accomplishment)</td>
<td align="left" valign="top">A combination of profit motivation and residual sense of community belonging and reciprocity.</td>
<td align="left" valign="top">Motivation shifted from purely commercial to including mutual aid and belonging; post-pandemic, both motivations coexist.</td>
</tr>
<tr>
<td align="left" valign="top">Outcome/Impact</td>
<td align="left" valign="top">Provides a new consumption channel for residents.</td>
<td align="left" valign="top">Mitigates material shortages and strengthens community resilience.</td>
<td align="left" valign="top">Maintains convenience while fostering sustained community cohesion.</td>
<td align="left" valign="top">The impact expanded from commercial consumption to include community mutual aid; post-pandemic, a mixed social and commercial outcome remains.</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>First, at the technological level, digital participation pathways facilitated the reproduction of structural social capital. Previous studies suggest that mutual aid practices increasingly depend on digital platforms to achieve social objectives, as the hybrid digital&#x2013;physical spaces they generate constitute a vital foundation for forming and reproducing of social capital (<xref ref-type="bibr" rid="ref100">100</xref>). Consistent with this, digital platforms became central arenas for regenerating social capital within CGB. Through these platforms, individuals were organized, resources mobilized, and social bonds maintained (<xref ref-type="bibr" rid="ref33 ref34 ref35">33&#x2013;35</xref>).</p>
<p>WeChat, for instance, served as the primary medium for CGB. It operated not merely as a technological tool but as a form of social infrastructure embedded in everyday life. As Joyce notes, digital infrastructures&#x2014;comprising networks, code, applications, and devices&#x2014;perform structural functions in social mobilization and resource coordination (<xref ref-type="bibr" rid="ref101">101</xref>). During lockdowns, WeChat&#x2019;s architecture and functionalities&#x2014;such as group chats, payment systems, and mini-programs&#x2014;significantly strengthened community cohesion. Its open application programming interfaces (APIs) further enabled participation from external organizations and users (<xref ref-type="bibr" rid="ref102">102</xref>), embedding additional forms of social capital, including governmental and commercial resources, into community networks. However, digital platforms are not neutral conduits of mutual aid. As state, market, and public interests intersect within platform spaces, the reproduction of social capital also exposes institutional tensions. Platform algorithms and governance mechanisms can generate power asymmetries, constrain community autonomy, and potentially undermine the equity and sustainability of mutual aid efforts (<xref ref-type="bibr" rid="ref88">88</xref>). Thus, digital platforms function simultaneously as the infrastructure for reproducing structural social capital and as potential sources of its fragility.</p>
<p>Second, psychological motivations fostered the reproduction of relational social capital. Consistent with prior research (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref33">33</xref>), residents&#x2019; participation in mutual aid during crises stems from a reciprocal mindset&#x2014;a core element of relational social capital. This sense of reciprocity cultivates empathy and emotional support among members while guiding participants to balance individual and collective interests.</p>
<p>In the context of CGB, participants pursue personal needs&#x2014;such as securing daily necessities&#x2014;while simultaneously upholding collective interests by adhering to group norms, engaging in mutual assistance, and participating in volunteer services. This alignment of self-interest with collective well-being encourages residents to internalize community-oriented values, thereby deepening reciprocity and trust among members and mitigating collective action dilemmas such as the tragedy of the commons (<xref ref-type="bibr" rid="ref26">26</xref>).</p>
<p>Consequently, although community mutual aid networks retain the form of material exchange, their operational logic during the pandemic transcended market rationality. This finding aligns with prior research emphasizing that mutual aid embodies non-commodified social relations (<xref ref-type="bibr" rid="ref5">5</xref>). Furthermore, the psychological motivations sustaining participation extend beyond reciprocity to include a sense of responsibility, membership, and accomplishment. Viewed through the lens of mutual aid as healing (<xref ref-type="bibr" rid="ref26">26</xref>), these psychological dimensions enhance both the stability and the emotional resilience of mutual aid networks.</p>
<p>This finding calls for a deeper engagement with Banks&#x2019; conceptualization of structural and relational social capital in the context of digitalization and crisis (<xref ref-type="bibr" rid="ref26">26</xref>). In traditional community settings, these two dimensions of social capital often operated hierarchically: structural capital facilitated coordination, while relational capital sustained commitment (<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref103">103</xref>). However, the results of this study reveal that within the CGB model, the boundary between these dimensions has become increasingly fluid. WeChat-based infrastructures, while primarily serving structural functions by organizing the flow of goods and information, simultaneously cultivate relational ties through everyday interactions. Neighbors, for instance, build mutual trust and reciprocity through digital gestures such as sharing information, embedding emotional exchanges within structural coordination and thereby generating what may be termed hybrid social capital. This hybridization extends Banks&#x2019; framework by demonstrating that in digital crisis mobilization, structural and relational social capital are not merely complementary but mutually constitutive. Structural connectivity afforded by digital tools enhances relational trust, while affective reciprocity, in turn, reinforces network efficiency. Thus, the CGB model exemplifies how social capital has evolved into a digital form of community resilience within emerging sociotechnical and crisis contexts (<xref ref-type="bibr" rid="ref104">104</xref>).</p>
</sec>
<sec id="sec20">
<label>5.4</label>
<title>Outcomes of CGB in community mutual aid</title>
<p>The transformation of CGB into community mutual aid produced dual effects: it strengthened community resilience while simultaneously amplifying social inequalities.</p>
<p>Consistent with previous studies (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref29">29</xref>), our findings indicate that CGB, as a form of community mutual aid, significantly enhanced community resilience&#x2014;not only by alleviating short-term hardships but also by reinforcing the spirit of solidarity among residents. The social capital cultivated during the crisis facilitated collective mobilization (<xref ref-type="bibr" rid="ref26">26</xref>), and with support from external factors such as government agencies, this spirit of mutual aid further expanded. Although initially temporary, these effects may prove enduring. Just as community mutual aid during the COVID-19 pandemic relied on preexisting resources, future forms of community mutual aid may have activated the spirit of mutual assistance developed during this period.</p>
<p>However, the study also reveals a &#x201C;dark side&#x201D; of social capital: its potential to reproduce social inequality (<xref ref-type="bibr" rid="ref105">105</xref>). Although CGB embodies the defining features of community mutual aid&#x2014;operating as a bottom-up, informal support mechanism that complements top-down government aid (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref28">28</xref>)&#x2014;it does not benefit all residents equally. While some research suggests that mutual aid can mitigate inequality through the accumulation of social capital (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref9">9</xref>), our findings indicate that, in certain contexts, these very mechanisms may unintentionally deepen disparities. Such inequalities are particularly pronounced among older adults. Consistent with prior research (<xref ref-type="bibr" rid="ref106">106</xref>), the digital divide&#x2014;an enduring form of structural inequality&#x2014;is especially evident in mutual aid activities that rely heavily on digital platforms such as WeChat groups and mini-programs. As one interviewee noted, many older adults residents were unable to place orders independently and had to depend on government supplies (M02 group members).</p>
<p>This suggests that, while digital platforms have strengthened social cohesion and enhanced the efficiency of mutual aid within certain groups, they have also exacerbated intergenerational disparities in access to information, participation, and resources (<xref ref-type="bibr" rid="ref107">107</xref>). Moreover, although informal assistance systems like CGB can partially relieve pressure on formal aid mechanisms, they may inadvertently weaken these systems&#x2019; responsiveness to vulnerable populations. Formal institutions may assume that all individuals benefit equally from community-based mutual aid, thereby overlooking structural challenges rooted in unequal distributions of social capital (<xref ref-type="bibr" rid="ref108">108</xref>). These findings highlight the need for future research on community mutual aid to examine inclusivity and redistribution mechanisms within social capital, ensuring that mutual aid practices strengthen, rather than reproduce social inequality.</p>
</sec>
<sec id="sec21">
<label>5.5</label>
<title>Implications</title>
<p>This study highlights the substantial potential of resident-led mutual aid initiatives in responding to future public health emergencies. Community mutual aid can effectively mitigate the collective action problem and promote reciprocal benefit, as neighborhood reciprocity plays a vital role in enhancing cohesion and fostering resilience during crises (<xref ref-type="bibr" rid="ref109">109</xref>). Nevertheless, inequalities in supply distribution and participation barriers&#x2014;particularly among vulnerable groups such as the older adults remain a pressing concern. To improve the effectiveness of mutual aid and reduce its potential drawbacks, governments and communities are encouraged to institutionalize community mutual aid programs, establish transparent distribution protocols, and provide digital training or offline support to ensure equitable participation. Furthermore, cultivating a sustained culture of mutual aid among residents can contribute to resilient community governance in China (<xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref69">69</xref>). Policymakers should therefore strengthen these efforts by providing institutional and technological support for community-based initiatives.</p>
<p>Additionally, this study underscores the essential role of digital platforms in coordinating participants, mobilizing resources, and providing social support during crises. Neighborhood digital platforms, particularly WeChat groups, serve as key infrastructures for sustaining mutual aid networks and community cohesion (<xref ref-type="bibr" rid="ref110">110</xref>). Community managers can leverage the functional affordances of these platforms to foster engagement and enhance resilience, while authorities should focus on empowering digital tools and ensuring equitable access&#x2014;especially in marginalized communities&#x2014;to maximize the benefits of digital inclusion for grassroots governance.</p>
</sec>
<sec id="sec22">
<label>5.6</label>
<title>Study limitations</title>
<p>This study had some limitations. First, during the pandemic, a variety of community-based mutual aid approaches emerged across different regions. Although the CGB model captures shared themes, it is insufficient to comprehensively represent the diverse practices of mutual aid and solidarity observed in communities worldwide. Second, we employed an interpretive case study approach to examine the community mutual aid process based on the CGB model. This methodological choice resulted in a relatively small sample size and primarily descriptive data, limiting the generalizability of the findings. Third, this study acknowledges a key limitation in its underrepresentation of older adults and the lack of systematic data concerning this demographic. Therefore, future research should focus on two specific areas: (1) evaluating the applicability of the CGB model across different sociocultural contexts, (2) assessing the post-pandemic impact of CGB and its contribution to strengthening community resilience and (3) expanding the sample by including focused in-depth interviews and customized questionnaires specifically designed for older participants.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec23">
<label>6</label>
<title>Conclusion</title>
<p>This study investigates how community group buying (CGB) evolved from a commercial procurement mechanism to a form of community engagement grounded in mutual aid during the COVID-19 pandemic. Its core characteristics include spontaneous grassroots organization, flat and decentralized structures, resource integration and redistribution, trust- and reciprocity-based interactions, functional expansion, and emotional motivation. This transformation was driven by the activation of social capital under crisis conditions: externally triggered by disaster risks and supply shortages, and internally sustained by pre-existing structural social capital (e.g., neighborhood networks providing coordination frameworks) and relational social capital (e.g., shared norms and trust in organizers). Digital platforms functioned as social infrastructures facilitating the reproduction of structural social capital. Meanwhile, residents&#x2019; psychological motivations&#x2014;including awareness of reciprocity, sense of membership, accomplishment, and responsibility&#x2014;served to reinforce relational social capital. This process produced dual outcomes: enhancing community resilience by alleviating hardships, strengthening solidarity, and laying the foundation for future collective action, while also intensifying intergenerational digital divides and social inequalities.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec24">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="sec25">
<title>Ethics statement</title>
<p>This study was granted an official exemption from ethical review by the Academic Committee of the School of Journalism and Communication at Shandong University, in accordance with institutional requirements and national regulations. As per relevant guidelines, research involving human participants that does not involve sensitive personal information, does not pose physical harm, and uses anonymized data may be exempt from formal ethical review. All research activities adhered to the ethical principles outlined in the Declaration of Helsinki and the American Psychological Association's Ethical Principles of Psychologists and Code of Conduct. These international standards guided our procedures for obtaining informed consent, ensuring voluntary participation, maintaining confidentiality, and managing data responsibly. Participants provided informed consent either verbally or in writing. Permission was obtained for the scientific use of all collected data, and all information used in this study has been anonymized to protect participant privacy.</p>
</sec>
<sec sec-type="author-contributions" id="sec26">
<title>Author contributions</title>
<p>WL: Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. ZY: Conceptualization, Methodology, Supervision, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="COI-statement" id="sec27">
<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="sec28">
<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="sec29">
<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>
<sec sec-type="supplementary-material" id="sec30">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fpubh.2025.1628887/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpubh.2025.1628887/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2881871/overview">Mallory Bejster</ext-link>, Rush University, United States</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3115638/overview">Ting Zhao</ext-link>, East China University of Political Science and Law, China</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3202115/overview">Claire Louise Travers</ext-link>, Hanken School of Economics, Finland</p>
</fn>
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