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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2021.770543</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Impacts of COVID-19 on the Catch of Small-Scale Fishers and Their Families Due to Restriction Policies in Davao Gulf, Philippines</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Macusi</surname> <given-names>Edison D.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/384550/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Siblos</surname> <given-names>Stefenie Katrin V.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1512347/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Betancourt</surname> <given-names>Martha Elena</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1547189/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Macusi</surname> <given-names>Erna S.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Calderon</surname> <given-names>Michael N.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Bersaldo</surname> <given-names>Michael Jeriel I.</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1466732/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Digal</surname> <given-names>Larry N.</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/790841/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Fisheries Catch Assessment Project, Davao Oriental State University (DOrSU)</institution>, <addr-line>Mati</addr-line>, <country>Philippines</country></aff>
<aff id="aff2"><sup>2</sup><institution>Institute of Agriculture and Life Sciences (IALS), Davao Oriental State University (DOrSU)</institution>, <addr-line>Mati</addr-line>, <country>Philippines</country></aff>
<aff id="aff3"><sup>3</sup><institution>Regional Integrated Coastal Resource Management Center (RIC-XI), Davao Oriental State University (DOrSU)</institution>, <addr-line>Mati</addr-line>, <country>Philippines</country></aff>
<aff id="aff4"><sup>4</sup><institution>International Master of Science in Marine Biological Resources (IMBRSea) Program, University of Ghent</institution>, <addr-line>Ghent</addr-line>, <country>Belgium</country></aff>
<aff id="aff5"><sup>5</sup><institution>Southern Philippines Agri-Business and Marine and Aquatic School of Technology (SPAMAST)</institution>, <addr-line>Malita</addr-line>, <country>Philippines</country></aff>
<aff id="aff6"><sup>6</sup><institution>School of Management, University of the Philippines Mindanao</institution>, <addr-line>Davao City</addr-line>, <country>Philippines</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Sebastian Villasante, University of Santiago de Compostela, Spain</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Md. Abdul Wahab, Bangladesh Agricultural University, Bangladesh; Morteza Eighani, Technical University of Denmark, Denmark</p></fn>
<corresp id="c001">&#x002A;Correspondence: Edison D. Macusi, <email>edmacusi@gmail.com</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Marine Fisheries, Aquaculture and Living Resources, a section of the journal Frontiers in Marine Science</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>770543</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>12</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Macusi, Siblos, Betancourt, Macusi, Calderon, Bersaldo and Digal.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Macusi, Siblos, Betancourt, Macusi, Calderon, Bersaldo and Digal</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>COVID-19 was declared a global pandemic by the World Health Organization in 2020 with countries putting up several measures to mitigate and flatten the curve of hospitalizations and death from travel bans to home confinements and local lockdowns. This pandemic created health and economic crises, leading to increased incidence of poverty and food crisis especially on both agriculture and the fisheries in many developing nations including the Philippines. The specific objectives of this study were to assess the impact of COVID-19 restrictions on the catch per unit effort (CPUE) of small-scale fishers and to determine what factors could influence the volume of their catch during this time of pandemic. Moreover, this also investigated the impact of COVID-19 restrictions to fishers and their families. To do that we surveyed <italic>N</italic> = 200 small-scale fishers around the Davao gulf using semi-structured questionnaire and inquired on the impact of the COVID-19 to their fishing operation, catch, fishing costs, and their families. The collected socioeconomic variables, including emotional responses to the pandemic were then related to the CPUE and the volume of catch. The results show that fishers were highly affected by the pandemic due to the lockdown policy imposed in the fishing villages during the earlier phases of restrictions by the government. Fishers were affected in terms of the volume of their catch, also fishing costs, and emotionally as they were also frustrated due to the impacts of the hard lockdown. The restricted fishing access was found to have important and major set-back on the fishing operations of fishers and the same was experienced also by the middlemen given the low fish price and reduced mobility of the fish traders. COVID-19 also impacted the fishers, and their families through lack of mobility, food inadequacy, travel restrictions and their children&#x2019;s education.</p>
</abstract>
<kwd-group>
<kwd>COVID-19</kwd>
<kwd>Davao Gulf</kwd>
<kwd>education</kwd>
<kwd>fishers</kwd>
<kwd>fisheries management</kwd>
<kwd>health</kwd>
<kwd>small-scale fisheries (SSF)</kwd>
</kwd-group>
<contract-sponsor id="cn001">Philippine Council for Agriculture, Aquatic and Natural Resources Research and Development<named-content content-type="fundref-id">10.13039/501100014166</named-content></contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="61"/>
<page-count count="10"/>
<word-count count="7973"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<sec id="S1.SS1">
<title>COVID-19 and Impact on Fisheries</title>
<p>In 2020, COVID-19 was declared a global pandemic by the World Health Organization (<xref ref-type="bibr" rid="B59">WHO, 2020</xref>). Countries worldwide have taken several measures to mitigate and flatten the curve of hospitalization and death through travel bans, home confinement, social distancing, local lockdowns, and business closure methods were implemented by governments all over the world (<xref ref-type="bibr" rid="B33">Jomitol et al., 2020</xref>; <xref ref-type="bibr" rid="B56">UN, 2020</xref>). This pandemic created health and economic crises, leading to increased incidence of poverty and food crisis especially on both agriculture and the fisheries (<xref ref-type="bibr" rid="B51">Sumner et al., 2020</xref>). Southeast Asian nations were also affected by the pandemic slowly taking over each country including the Philippines (<xref ref-type="bibr" rid="B30">Ferrer et al., 2021</xref>). With an island-dwelling population of more than 100 million and more than 7,100 islands, the Philippines is considered a major fishing nation with 1.6 million Filipino fishers; of these, an estimated 957,551 fishers use traditional hooks and lines, and gillnets for their daily fishing on small boats (&#x003C;3 gross tons) (<xref ref-type="bibr" rid="B16">BFAR, 2015</xref>). The small-scale or municipal fisheries in the Philippines play a critical role in the livelihoods and food security of coastal communities and the nation (<xref ref-type="bibr" rid="B47">Perez et al., 2012</xref>). The drastic implications of COVID-19 lockdown in small-scale fisheries (SSF) have become evident, manifestations include, closing down of fishing operations, closed market stalls affecting food security (<xref ref-type="bibr" rid="B12">B&#x00E9;n&#x00E9; et al., 2015</xref>; <xref ref-type="bibr" rid="B31">Gregorio and Ancog, 2020</xref>; <xref ref-type="bibr" rid="B30">Ferrer et al., 2021</xref>). Past pandemics show that quarantines and panic not only affect human activities and economic growth but it also affects fisheries supply chains, tourism, and agricultural activities that induces hunger and malnutrition as well as psychological impacts (<xref ref-type="bibr" rid="B14">Bermejo, 2004</xref>; <xref ref-type="bibr" rid="B22">Cullen et al., 2020</xref>; <xref ref-type="bibr" rid="B52">Sunny et al., 2021</xref>).</p>
</sec>
<sec id="S1.SS2">
<title>COVID-19 and Movement Restrictions</title>
<p>Enhanced Community Quarantine (ECQ) started in mid-March 2020 in response to the COVID-19 pandemic. The ECQ meant &#x201C;stay at home&#x201D; as mobility and transportation (air, water, and land) were restricted (<xref ref-type="bibr" rid="B30">Ferrer et al., 2021</xref>). It affected people&#x2019;s daily activity patterns or regular movements and habits from jogging, walking to dining in restaurants, which were previously thought normal or usual (<xref ref-type="bibr" rid="B50">Simunek et al., 2021</xref>). In the fisheries, movement restrictions significantly affected the fishers and also affected fish supply and demand, including fish distribution, labor and production of fish (<xref ref-type="bibr" rid="B37">Love et al., 2020</xref>; <xref ref-type="bibr" rid="B11">Belton et al., 2021</xref>). It is estimated that 10% of the global population depends on SSF for their livelihood, resulting in rising food insecurity among fishing communities (<xref ref-type="bibr" rid="B52">Sunny et al., 2021</xref>). In Sabah, Malaysia, researchers found that mobility control procedures negatively affected fish trading of small-scale fishers (<xref ref-type="bibr" rid="B33">Jomitol et al., 2020</xref>).</p>
<p>Further, crowding at fish landing sites in Ghana suggested the potential for spreading COVID-19 within the fisheries sector (<xref ref-type="bibr" rid="B45">Okyere et al., 2020</xref>). In the case of Wuhan and Shenzhen in China they imposed a draconian measure of travel restrictions and mobility limitations to evaluate whether this will help control the rapid spread of the virus (<xref ref-type="bibr" rid="B20">Chinazzi et al., 2020</xref>; <xref ref-type="bibr" rid="B61">Zhou et al., 2020</xref>). Responses to COVID-19 pandemic varied from one place to another, some countries are reopening workplaces, schools and social gatherings to adapt to their economies and others are suppressing transmission through restricting business industries, and schools while waiting for the vaccines (<xref ref-type="bibr" rid="B1">Abolfotouh et al., 2021</xref>).</p>
</sec>
<sec id="S1.SS3">
<title>COVID-19 and Disruptions on Families of Fishers</title>
<p>This pandemic had affected almost every aspect of life, including fishers and their families (<xref ref-type="bibr" rid="B13">Bennett et al., 2020</xref>; <xref ref-type="bibr" rid="B23">Demirci et al., 2020</xref>). During the pandemic, the price of fish decreased due to restrictions making it more difficult for fishing families to conduct their daily activities (<xref ref-type="bibr" rid="B32">Hidayati et al., 2021</xref>). Even though the situation has disrupted the fishers&#x2019; economy, most of them still fished every day and ignored its possible effect on their health and fishing costs (<xref ref-type="bibr" rid="B34">Kaewnuratchadasorn et al., 2020</xref>). This is because they have no alternative livelihood (<xref ref-type="bibr" rid="B10">Avtar et al., 2021</xref>). The closing of educational institutions also appears to be a problem for the fisher&#x2019;s family (<xref ref-type="bibr" rid="B19">Chaturvedi et al., 2021</xref>). With the school closures implemented, a rapid transition from physical to digital sphere of learning emerged (<xref ref-type="bibr" rid="B35">Kapasia et al., 2020</xref>). Online learning has now become an alternative to conventional learning (<xref ref-type="bibr" rid="B15">Bestiantono et al., 2020</xref>). Due to this abrupt change, students from less privilege homes experienced a more significant negative impact due to reduction of family income caused by the COVID-19 outbreak; this also made it more challenging to have access to digital resources such as costly internet connection (<xref ref-type="bibr" rid="B8">Aucejo et al., 2020</xref>; <xref ref-type="bibr" rid="B36">Lee, 2020</xref>). Because of the preceding reasons, fishers need to make a tough decision by risking themselves to feed their family although by continuing to operate their fishing ventures makes them vulnerable to the disease (<xref ref-type="bibr" rid="B27">FAO, 2020a</xref>). This study aimed to understand and assess the impact of COVID-19 to small-scale fishers of Davao Gulf, Mindanao. The specific objectives of this study were to assess the impact of COVID-19 restrictions on the catch per unit effort (CPUE) of small-scale fishers and to determine what factors could influence the volume of their catch during this time of pandemic. Moreover, this also investigated the impact of COVID-19 restrictions to fishers and their families.</p>
</sec>
</sec>
<sec id="S2">
<title>Methodology</title>
<sec id="S2.SS1">
<title>Description of the Study Area</title>
<p>The study was conducted in Davao Gulf, located in southern Philippines on the Island of Mindanao (<xref ref-type="fig" rid="F1">Figure 1</xref>). It lies approximately between 6&#x00B0;30&#x2032;00&#x2033; North longitude and 125&#x00B0;58&#x2032;35&#x2033; East latitude. The water surface area is about 3,087 km<sup>2</sup> and tide in the area is predominantly semi-diurnal, with two high and two low water levels occurring in a day. Fisheries production in Davao Gulf was dominated by commercial fishing having an annual average catch percentage of 88% compared to municipal fishing (SSF) which only comprised 12% of the average catch in past years (<xref ref-type="bibr" rid="B57">Villanueva, 2018</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>The study sites around the Davao Gulf where the impact of COVID-19 surveys were conducted with small-scale fishers (SSF) and their families.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-08-770543-g001.tif"/>
</fig>
<p>The different study sites include Governor Generoso, San Isidro, Pantukan, Mabini, Toril in Davao City, Samal Island, Sta Cruz, Sta Maria, and Malita. These areas were mainly agricultural producing towns with known products such as banana, coconuts, cacao, durian, and pomelo, and harboring rich fishing grounds. Some of these sites have well-paved roads, irrigation and farm-to-market roads, food terminals and fish ports, access to micro-credits, and rural banks and cooperatives (see <xref ref-type="table" rid="T1">Table 1</xref>). However, the lack of centralized market depot for agricultural and fish products logistics are missing even in Davao City. Normally, small-scale fishers use hooks and lines, traps, spear fishing, longlines, gillnets, and payaos in their fishing activities (<xref ref-type="bibr" rid="B38">Macusi, 2017</xref>). Common catch species in the area include bigeye scad, roundscad, frigate tuna, bullet tuna, bali sardines, skipjack tuna, yellowfin tuna, groupers, and other coral reef fish species (<xref ref-type="bibr" rid="B40">Macusi et al., 2021</xref>). Other marine life forms found in the Davao Gulf include sea turtles and other cetaceans that face the brunt of climate change impacts and marine pollution (<xref ref-type="bibr" rid="B3">Abreo, 2016</xref>; <xref ref-type="bibr" rid="B2">Abreo et al., 2016</xref>).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Number of population and registered fishers and their livelihood in the various study sites around Davao Gulf.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Profile</td>
<td valign="top" align="center">Governor Generoso</td>
<td valign="top" align="center">San Isidro</td>
<td valign="top" align="center">Pantukan</td>
<td valign="top" align="center">Mabini</td>
<td valign="top" align="center">Samal</td>
<td valign="top" align="center">Davao City</td>
<td valign="top" align="center">Sta Maria</td>
<td valign="top" align="center">Sta Cruz</td>
<td valign="top" align="center">Malita</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Population</td>
<td valign="top" align="center">55,109</td>
<td valign="top" align="center">36,032</td>
<td valign="top" align="center">85,899</td>
<td valign="top" align="center">41,102</td>
<td valign="top" align="center">1,04,123</td>
<td valign="top" align="center">1.63M</td>
<td valign="top" align="center">53,671</td>
<td valign="top" align="center">90,987</td>
<td valign="top" align="center">1,17,746</td>
</tr>
<tr>
<td valign="top" align="left">Registered Fishers</td>
<td valign="top" align="center">2,300</td>
<td valign="top" align="center">1,551</td>
<td valign="top" align="center">1,904</td>
<td valign="top" align="center">1,067</td>
<td valign="top" align="center">5,936</td>
<td valign="top" align="center">5,510</td>
<td valign="top" align="center">3,200</td>
<td valign="top" align="center">4,011</td>
<td valign="top" align="center">800</td>
</tr>
<tr>
<td valign="top" align="left">Average Farm Area (h)</td>
<td valign="top" align="center" colspan="2">2.7</td>
<td valign="top" align="center" colspan="2">2.5</td>
<td valign="top" align="center">2.7</td>
<td valign="top" align="center">4.5</td>
<td valign="top" align="center" colspan="3">3</td>
</tr>
<tr>
<td valign="top" align="left">Annual Municipal Fisheries Production (mt)</td>
<td valign="top" align="center" colspan="2">9.38</td>
<td valign="top" align="center" colspan="2">1.43</td>
<td valign="top" align="center">4.98</td>
<td valign="top" align="center">16.09</td>
<td valign="top" align="center" colspan="3">13.66</td>
</tr>
<tr>
<td valign="top" align="left">Agricultural sources of livelihood</td>
<td valign="top" align="center">Fishing, farming (coconut and banana), mining, community fish port, and services</td>
<td valign="top" align="center">Fishing, farming (coconut and banana), tourism, and services</td>
<td valign="top" align="center">Fishing, farming (coconut and banana), tourism, mining, and services</td>
<td valign="top" align="center">Fishing, farming (banana), services, shipping, and tourism</td>
<td valign="top" align="center">Fishing, farming, tourism, port, and services</td>
<td valign="top" align="center">Fishing, farming (coconut, cacao and banana), banking services, shipping, and ports</td>
<td valign="top" align="center">Fishing, farming, services, and makeshift fish port</td>
<td valign="top" align="center">Fishing, farming, industrial, services, makeshift fish port, and ice plant</td>
<td valign="top" align="center">Fishing, farming (coconut and banana) community fish port</td>
</tr>
<tr>
<td valign="top" align="left">Infrastructure</td>
<td valign="top" align="center">Ice plants, community fish port, and paved roads</td>
<td valign="top" align="center">Ice plants, community fish port, paved roads, and small public market</td>
<td valign="top" align="center">paved roads, small public markets, and recreation centers</td>
<td valign="top" align="center">paved roads, small public market, and recreation centers</td>
<td valign="top" align="center">Ice plants, community fish port, paved roads, parks, and recreation</td>
<td valign="top" align="center">Ice plants, industrial area, community fish port, paved roads, parks, and recreation</td>
<td valign="top" align="center">Ice plants, community fish port</td>
<td valign="top" align="center">Ice plants, community fish port, paved roads, and recreation centers</td>
<td valign="top" align="center">Ice plants, community fish port, and paved roads</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="S2.SS2">
<title>Data Collection</title>
<p>A survey interview was conducted using the semi-structured questionnaire which contained both close-ended and open-ended questions in order to obtain information from the respondents. The information obtained included the names of fishers, their residence area, age, household size, fishing hours, fishing frequency and fishing areas, catch composition, fish prices, fishing costs, and their reactions to the impact of the COVID-19 restrictions. The respondents of the study were 90% boat owners which was also the same as in the study of <xref ref-type="bibr" rid="B40">Macusi et al. (2021)</xref> on SSF in Davao Gulf. Fishers (<italic>N</italic> = 200 respondents) were randomly selected from various study sites and they were engaged in fishing and fishing-related activities for at least a year or full-time. They use simple fishing gears such as hook and line, multiple hook and line and gill nets. According to the Bureau of Fisheries and Aquatic Resources (BFAR), vessel with the capacity of 3 tons below is considered to be small-scale fishing boats in the Philippines. The interview lasted for 15&#x2013;20 mins, and was conducted one-to-one while the interviewer listed down the answers of the respondents. The interview was carried out at the homes of the respondents, near the community fish port and barangay halls. Before the interview, permission letters were sent to the office of the barangay captain and repeated visits required also the same courtesy call to the local government because of the present pandemic.</p>
</sec>
<sec id="S2.SS3">
<title>Data Analyses</title>
<sec id="S2.SS3.SSS1">
<title>Statistical Analysis</title>
<p>After the interview, all data were encoded in Microsoft excel 2016 and subsequently a preliminary analysis was done using Analyse-it excel add-on software. All possible dependent variables were checked for their normality and homogeneity, with the catch and CPUE in particular and plotted on graphs for visualizations [The CPUE was derived from the average reported catch (kg) and from the number of fishing hours (hr) spent by the fisher when fishing]. This data was then log<sub>10</sub> transformed when it violated the assumptions of ANOVA. To analyze the data on the influence of various factors on the CPUE of the small-scale fishers during the time of COVID-19, we reduced the number of factors into four variables namely fisheries (fishing frequency, fish hold capacity, and proportion of catch sold), emotional (frustrating, anger, fear, and hope), sociodemographic (age, household size, number of years fishing, and years of education), and financial variables (revenue, gear maintenance, boat maintenance, and total fish costs) using PCA (principal component analysis). This was similar to the method used in our previous manuscripts for variable reduction (<xref ref-type="bibr" rid="B41">Macusi et al., 2020</xref>, <xref ref-type="bibr" rid="B40">2021</xref>). The obtained variables were then used as predictors for what mainly influences the CPUE (dependent variable) using a multiple linear regression. Aiming to further analyze the data on which factors were highly influencing the volume of catch during the time of pandemic (on whether it causes a reduction of the volume or it remains the same as the pre-pandemic volume of catch), a binary logistic regression was done and different factors were related to the response variable. These variables are shown in <xref ref-type="table" rid="T2">Table 2</xref> which shows their description and mean, fishing hours, proportion catch sold, fishing costs (Php), fish hold capacity (kg), fishing frequency, age (years), education (years), household size, number of years fishing, revenue (Php), emotions (frustrating, anger, fear, and hope). All data analyses were conducted using MINITAB 17.0 (State College, PA, United States).</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Mean and range of variables used in the data analysis.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Variables</td>
<td valign="top" align="left">Definition</td>
<td valign="top" align="center">Mean (min, max)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age (years)</td>
<td valign="top" align="left">Age of individual fishers</td>
<td valign="top" align="center">42 (15, 82)</td>
</tr>
<tr>
<td valign="top" align="left">Education (years)</td>
<td valign="top" align="left">Number of years of fishing experience of fisher</td>
<td valign="top" align="center">6 (0, 13)</td>
</tr>
<tr>
<td valign="top" align="left">Household size</td>
<td valign="top" align="left">Number of individual members of the family</td>
<td valign="top" align="center">4 (1, 14)</td>
</tr>
<tr>
<td valign="top" align="left">Number of years fishing (years)</td>
<td valign="top" align="left">Number of years of fishing experience</td>
<td valign="top" align="center">21 (1, 62)</td>
</tr>
<tr>
<td valign="top" align="left">Catch per trip (kg/trip)</td>
<td valign="top" align="left">The volume or amount of fish catch per fishing trip</td>
<td valign="top" align="center">9.84 (0.4, 40)</td>
</tr>
<tr>
<td valign="top" align="left">Number of fishing hours</td>
<td valign="top" align="left">Number of fishing hours from the time of arrival in the fishing ground up to the last fish catch</td>
<td valign="top" align="center">9.64 (1, 48)</td>
</tr>
<tr>
<td valign="top" align="left">Catch per unit effort (CPUE; kg/hr)</td>
<td valign="top" align="left">Catch per unit effort based on the volume of fish catch (kg) per trip divided by the number of fishing hours</td>
<td valign="top" align="center">1.28 (0.03, 7)</td>
</tr>
<tr>
<td valign="top" align="left">Fishing frequency</td>
<td valign="top" align="left">The number of times that fishers go out and fish in a week</td>
<td valign="top" align="center">5 (1, 7)</td>
</tr>
<tr>
<td valign="top" align="left">Fish cost (Php)</td>
<td valign="top" align="left">The combined costs of fishing per trip, e.g., cost of bait, ice, foodpacks, and fuel</td>
<td valign="top" align="center">425 (0, 8,500)</td>
</tr>
<tr>
<td valign="top" align="left">Proportion catch sold</td>
<td valign="top" align="left">The percentage or amount of fish catch sold after the portion for their families or crew members are separated</td>
<td valign="top" align="center">93 (20, 100)</td>
</tr>
<tr>
<td valign="top" align="left">Fish price (Php)</td>
<td valign="top" align="left">The average fish price of all species caught by individual fishers</td>
<td valign="top" align="center">135 (3, 300)</td>
</tr>
<tr>
<td valign="top" align="left">Fish-hold capacity (kg)</td>
<td valign="top" align="left">The average fish holding capacity of individual boats</td>
<td valign="top" align="center">200 (35, 1,000)</td>
</tr>
<tr>
<td valign="top" align="left">Revenue (Php)</td>
<td valign="top" align="left">The amount of total fish catch (kg) multiplied by the average fish price (Php) for the fishing trip</td>
<td valign="top" align="center">1300 (40, 8,700)</td>
</tr>
<tr>
<td valign="top" align="left">Electric bill (Php)</td>
<td valign="top" align="left">Latest electric bill paid during the time of pandemic (October&#x2013;November 2020)</td>
<td valign="top" align="center">400 (0, 3,000)</td>
</tr>
<tr>
<td valign="top" align="left">Water bill (Php)</td>
<td valign="top" align="left">Latest water bill paid during the time of pandemic (October&#x2013;November 2020)</td>
<td valign="top" align="center">82 (0, 600)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="S2.SS3.SSS2">
<title>Qualitative Data Analysis</title>
<p>Qualitative data analyses were conducted using the coding method (<xref ref-type="bibr" rid="B24">Dey, 2005</xref>) where specific words that are often repeated by respondents were counted, classified and then discussed. To do that, a general and bigger category or theme was identified based on the responses regarding impacts of COVID-19 that is about 15 groups and then reduced to 10 categories or themes for frequently cited impacts of the COVID-19 restrictions, and the challenges that the particular fishers and their families faced during the height of the pandemic in 2020. These were subjective groupings and frequently influenced by previous readings on the current impacts of COVID-19. The resulting frequency was visualized and refined further, and the final result was organized on a table.</p>
</sec>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Socio-Demographic Profile</title>
<p>Results show that the average age of fishers in the study sites: San Isidro (48 years old), Samal (47 years old) and Toril (46 years old) were highest; this was followed by Pantukan (43 years old), Mabini (42 years old), Governor Generoso and Sta Cruz (41 years old), while Malita (39 years old) and Sta Maria (36 years old) were the lowest in age (<xref ref-type="fig" rid="F2">Figure 2A</xref>). Toril (Davao City) had the highest average fishing experience of 28 years followed by San Isidro with 26, Samal and Pantukan with 25, Sta Cruz with 21, Malita with 20 while Governor Generoso and Mabini shared the same fishing experience of 19 years and Sta Maria with 12 years of fishing experience had the lowest (<xref ref-type="fig" rid="F2">Figure 2B</xref>). The highest number of respondents mentioned elementary level as their highest level of education with a percentage of 33% followed by elementary graduate with 28%, high school with 20%, high school graduates with 16%, and 3% were able to reach college level and finish their vocational courses. About 1% of the fishers have no educational attainment, 0.5% for senior high level and no college graduate (<xref ref-type="fig" rid="F2">Figure 2C</xref>). In terms of the number of household size, Governor Generoso, Mabini, and Pantukan have an average of five members, followed by Samal, San Isidro, Sta Maria, Sta Cruz, and Malita with an average of four members, overall the number of the household size was from 1 to 13 (<xref ref-type="fig" rid="F2">Figure 2D</xref>). The dominant fish species caught were: Island mackerel (<italic>Rastrelliger faughni</italic>) with a frequency of 33 followed by Bali Sardines (<italic>Sardinella lemuru</italic>) with 31, Bigeye scad (<italic>Selar crumenophthalmus</italic>) with 27, roundscad (<italic>Decapterus macrosoma</italic>) with 18 and Frigate tuna (<italic>Auxis thazard</italic>) with 16 together with common squid (<italic>Sepioteuthis lessoniana</italic>) of the same frequency (<xref ref-type="fig" rid="F2">Figure 2E</xref>). Out of this volume of fish catch, 52% will go to the financiers and traders, 23% will go directly to buyers, while 11% will be sold to their neighbors, 7% for family consumption, and 6% for the local markets (<xref ref-type="fig" rid="F2">Figure 2F</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Age of respondents <bold>(A)</bold>, household size <bold>(B)</bold>, years of education and <bold>(C)</bold> years of fishing <bold>(D)</bold>, catch composition <bold>(E)</bold>, and breakdown of proportion of fish caught by fishers <bold>(F)</bold>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-08-770543-g002.tif"/>
</fig>
</sec>
<sec id="S3.SS2">
<title>Impact on the Catch Per Unit Effort of Fishers and Influencing Factors</title>
<p>Results of the multiple linear regression show that the CPUE was highly influenced by the fisheries factors (df = 4, MS = 1.63, <italic>F</italic> = 10.40, <italic>p</italic> &#x2264; 0.0001). These fisheries factors were mainly: fish hold capacity of the boat, proportion of fish catch sold, fishing frequency, revenue and fishing costs more than any other variable such as sociodemographic (age, household size, education, and fishing experience), financial (electric and water bills) or emotional response (frustration, anger, fear, and hope). There is no relationship between the CPUE of fishers and their emotion or sociodemographic profile or bills to pay during the time of pandemic. But in terms of analyses of the influencing factors on the volume of catch (whether the volume remained the same or decreased due to the pandemic), both economic (proportion of catch sold and total fishing costs) and the emotional factor, frustration, played key roles. The logistic regression equation was highly significant (df = 14, <italic>X</italic><sup>2</sup>= 32.98, <italic>p</italic> &#x003C; 0.003), showing that COVID-19 highly affected the volume of catch and particularly influenced by the variables &#x201C;proportion of catch sold&#x201D; [<italic>B</italic> = 0.035 (SE = 0.0173), Wald = 4.45, df = 1, <italic>p</italic> = 0.035], and &#x201C;fishing costs&#x201D; [<italic>B</italic> = &#x2212;0.0006 (SE = 0.0003), Wald = 4.99, df = 1, <italic>p</italic> = 0.026] and the emotional factor &#x201C;frustration&#x201D; [B = 1.425 (SE = 0.55), Wald = 7.78, df = 1, <italic>p</italic> = 0.005; See <xref ref-type="table" rid="T3">Table 3</xref>].</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Factors that are influencing the change in the volume of fish catch during the time of Pandemic in Davao Gulf (Significantly different factors are in bold).</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Variables</td>
<td valign="top" align="center">B (SE)</td>
<td valign="top" align="center">Odds ratio</td>
<td valign="top" align="center" colspan="2">95% Confidence Interval for odds ratio<hr/></td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="center">Lower</td>
<td valign="top" align="center">Upper</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Fish Price (Php)</td>
<td valign="top" align="center">&#x2013;0.003 (0.003)</td>
<td valign="top" align="center">0.997</td>
<td valign="top" align="center">0.992</td>
<td valign="top" align="center">1.003</td>
</tr>
<tr>
<td valign="top" align="left">Number of fishing hours</td>
<td valign="top" align="center">0.0179 (0.027)</td>
<td valign="top" align="center">1.018</td>
<td valign="top" align="center">0.965</td>
<td valign="top" align="center">1.074</td>
</tr>
<tr>
<td valign="top" align="left">Proportion of catch sold (kg)</td>
<td valign="top" align="center"><bold>0.0350 (0.017)<xref ref-type="table-fn" rid="t3fns1">&#x002A;</xref></bold></td>
<td valign="top" align="center">1.036</td>
<td valign="top" align="center">1.001</td>
<td valign="top" align="center">1.071</td>
</tr>
<tr>
<td valign="top" align="left">Fishing costs (Php)</td>
<td valign="top" align="center"><bold>&#x2013;0.00064 (0.0003)<xref ref-type="table-fn" rid="t3fns1">&#x002A;</xref></bold></td>
<td valign="top" align="center">0.999</td>
<td valign="top" align="center">0.999</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Fish hold capacity</td>
<td valign="top" align="center">0.00016 (0.001)</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.998</td>
<td valign="top" align="center">1.002</td>
</tr>
<tr>
<td valign="top" align="left">Fishing frequency</td>
<td valign="top" align="center">&#x2013;0.017 (0.085)</td>
<td valign="top" align="center">0.983</td>
<td valign="top" align="center">0.832</td>
<td valign="top" align="center">1.162</td>
</tr>
<tr>
<td valign="top" align="left">Age (years)</td>
<td valign="top" align="center">&#x2013;0.007 (0.018)</td>
<td valign="top" align="center">0.992</td>
<td valign="top" align="center">0.958</td>
<td valign="top" align="center">1.028</td>
</tr>
<tr>
<td valign="top" align="left">Education (years)</td>
<td valign="top" align="center">&#x2013;0.0196 (0.0610)</td>
<td valign="top" align="center">0.981</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">1.105</td>
</tr>
<tr>
<td valign="top" align="left">Household size</td>
<td valign="top" align="center">0.0757 (0.077)</td>
<td valign="top" align="center">1.079</td>
<td valign="top" align="center">0.928</td>
<td valign="top" align="center">1.253</td>
</tr>
<tr>
<td valign="top" align="left">Fishing experience (years)</td>
<td valign="top" align="center">&#x2013;0.0278 (0.018)</td>
<td valign="top" align="center">0.973</td>
<td valign="top" align="center">0.939</td>
<td valign="top" align="center">1.007</td>
</tr>
<tr>
<td valign="top" align="left">Frustration</td>
<td valign="top" align="center"><bold>1.425 (0.550)<xref ref-type="table-fn" rid="t3fns2">&#x002A;&#x002A;</xref></bold></td>
<td valign="top" align="center">4.159</td>
<td valign="top" align="center">1.415</td>
<td valign="top" align="center">12.223</td>
</tr>
<tr>
<td valign="top" align="left">Anger</td>
<td valign="top" align="center">0.119 (0.590)</td>
<td valign="top" align="center">1.127</td>
<td valign="top" align="center">0.354</td>
<td valign="top" align="center">3.581</td>
</tr>
<tr>
<td valign="top" align="left">Fear</td>
<td valign="top" align="center">&#x2013;0.325 (0.349)</td>
<td valign="top" align="center">0.723</td>
<td valign="top" align="center">0.365</td>
<td valign="top" align="center">1.432</td>
</tr>
<tr>
<td valign="top" align="left">Hope</td>
<td valign="top" align="center">0.557 (0.364)</td>
<td valign="top" align="center">1.745</td>
<td valign="top" align="center">0.856</td>
<td valign="top" align="center">3.558</td>
</tr>
<tr>
<td valign="top" align="left">Constant</td>
<td valign="top" align="center">&#x2013;2.16 (1.85)</td>
<td valign="top" align="center">1.32</td>
<td/>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Cox and Snell R<sup>2</sup> = 0.153; Nagelkerke R<sup>2</sup>= 0.205; Model X<sup>2</sup> = 32.99, p = &#x003C; 0.003.</italic></p></fn>
<fn id="t3fns1"><p><italic>&#x002A;p &#x003C; 0.05.</italic></p></fn>
<fn id="t3fns2"><p><italic>&#x002A;&#x002A;p &#x003C; 0.001.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS3">
<title>Challenges Due to COVID-19 Impact in the Fisheries</title>
<p>The consistently high percentage ratings of restricted fishing areas (32% in Mabini and 16% in Pantukan and Malita, 11% in San Isidro and Samal, 5% in Governor Generoso, 4% in Toril and Sta Maria and 2% in Sta Cruz or an overall percentage of 36%) have shown that this was the main impact to the fisheries operation. While having a low fish price was also a similar problem (29% in Governor Generoso, 24% in Samal, 22% in Malita, 20% in San Isidro, and 2% in Malita and Sta Maria or an overall percentage of 29%). This was followed by reduced mobility by fish traders (22% in Sta Maria, and Sta Maria, 13% in Governor Generoso, Mabini and Samal, 9% in San Isidro, and 4% in Toril and Sta Cruz or an overall percentage of 15%) and travel restrictions (38% in Mabini, 22% in Malita, 15% in Sta Maria and Sta Cruz, and 8% in Samal and San Isidro or an overall percentage of 8%) (<xref ref-type="table" rid="T4">Table 4</xref>).</p>
<table-wrap position="float" id="T4">
<label>TABLE 4</label>
<caption><p>Cross-tabulation of challenges experienced by fishers during COVID-19 pandemic.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Challenges</td>
<td valign="top" align="center">Governor Generoso</td>
<td valign="top" align="center">San Isidro</td>
<td valign="top" align="center">Pantukan</td>
<td valign="top" align="center">Mabini</td>
<td valign="top" align="center">Davao City</td>
<td valign="top" align="center">Samal</td>
<td valign="top" align="center">Sta Cruz</td>
<td valign="top" align="center">Sta Maria</td>
<td valign="top" align="center">Malita</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Restricted market</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1 (14%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">3 (43%)</td>
<td valign="top" align="center">3 (43%)</td>
</tr>
<tr>
<td valign="top" align="left">Lack of fish buyers</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1 (33%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">2 (67%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left">Reduced income</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">2 (22%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1 (11%)</td>
<td valign="top" align="center">5 (56%)</td>
<td valign="top" align="center">1 (11%)</td>
</tr>
<tr>
<td valign="top" align="left">Restricted fishing areas</td>
<td valign="top" align="center">3 (5%)</td>
<td valign="top" align="center">6 (11%)</td>
<td valign="top" align="center">9 (16%)</td>
<td valign="top" align="center">18 (32%)</td>
<td valign="top" align="center">2 (4%)</td>
<td valign="top" align="center">6 (11%)</td>
<td valign="top" align="center">1 (2%)</td>
<td valign="top" align="center">2 (4%)</td>
<td valign="top" align="center">9 (16%)</td>
</tr>
<tr>
<td valign="top" align="left">Reduced mobility for fish traders</td>
<td valign="top" align="center">3 (13%)</td>
<td valign="top" align="center">2 (9%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">3 (13%)</td>
<td valign="top" align="center">1 (4%)</td>
<td valign="top" align="center">3 (13%)</td>
<td valign="top" align="center">1 (4%)</td>
<td valign="top" align="center">5 (22%)</td>
<td valign="top" align="center">5 (22%)</td>
</tr>
<tr>
<td valign="top" align="left">Travel restrictions</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1 (8%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">5 (38%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1 (8%)</td>
<td valign="top" align="center">2 (15%)</td>
<td valign="top" align="center">2 (15%)</td>
<td valign="top" align="center">2 (15%)</td>
</tr>
<tr>
<td valign="top" align="left">Low fish price</td>
<td valign="top" align="center">13 (29%)</td>
<td valign="top" align="center">9 (20%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1 (2%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">11 (24%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1 (2%)</td>
<td valign="top" align="center">10 (22%)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="S3.SS4">
<title>Challenges Due to COVID-19 Impact to Fishers&#x2019; Families</title>
<p>Results show that the high percentage ratings of lack of mobility (21% in for Governor Generoso, 17% in Malita, 15% in Samal, 11% in San Isidro, 4% in Sta Cruz, and 2% in Davao City or an overall percentage of 46%) was the main impact experienced by the fishers&#x2019; families. While food inadequacy was also a similar problem (45% in Malita, 16% in Samal, 13% in San Isidro and Davao City, 10% in Mabini and 2% Sta Maria and Sta Cruz or an overall percentage of 30%). This was followed by travel restrictions (40% in Mabini, 33% in San Isidro, 20% in Sta Maria, and 7% in Samal or an overall percentage of 15%) and education of their children (30% in Samal and 10% in Mabini, San Isidro, Davao City, Governor Generoso, Sta Maria, Sta Cruz, and Malita or an overall percentage of 10%) (see <xref ref-type="table" rid="T5">Table 5</xref>).</p>
<table-wrap position="float" id="T5">
<label>TABLE 5</label>
<caption><p>Cross-tabulation of challenges experienced by fisher&#x2019;s family during COVID-19 pandemic.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Challenges</td>
<td valign="top" align="center">Governor Generoso</td>
<td valign="top" align="center">San Isidro</td>
<td valign="top" align="center">Pantukan</td>
<td valign="top" align="center">Mabini</td>
<td valign="top" align="center">Davao City</td>
<td valign="top" align="center">Samal</td>
<td valign="top" align="center">Sta Cruz</td>
<td valign="top" align="center">Sta Maria</td>
<td valign="top" align="center">Malita</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Lack of mobility</td>
<td valign="top" align="center">10 (21%)</td>
<td valign="top" align="center">5 (11%)</td>
<td valign="top" align="center">4 (9%)</td>
<td valign="top" align="center">10 (21%)</td>
<td valign="top" align="center">1 (2%)</td>
<td valign="top" align="center">7 (15%)</td>
<td valign="top" align="center">2 (4%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">8 (17%)</td>
</tr>
<tr>
<td valign="top" align="left">Food inadequacy</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">4 (13%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">3 (10%)</td>
<td valign="top" align="center">1 (3%)</td>
<td valign="top" align="center">5 (16%)</td>
<td valign="top" align="center">2 (6%)</td>
<td valign="top" align="center">2 (6%)</td>
<td valign="top" align="center">14 (45%)</td>
</tr>
<tr>
<td valign="top" align="left">Education (modular and online)</td>
<td valign="top" align="center">1 (10%)</td>
<td valign="top" align="center">1 (10%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1 (10%)</td>
<td valign="top" align="center">1 (10%)</td>
<td valign="top" align="center">3 (30%)</td>
<td valign="top" align="center">1 (10%)</td>
<td valign="top" align="center">1 (10%)</td>
<td valign="top" align="center">1 (10%)</td>
</tr>
<tr>
<td valign="top" align="left">Travel restrictions</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">5 (33%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">6 (40%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1 (7%)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">3 (20%)</td>
<td valign="top" align="center">0</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<sec id="S4.SS1">
<title>Impacts of COVID-19 Restrictions on the Fisheries</title>
<p>This study revealed that there is a struggle among the fishers during the first three months of the lockdown (March&#x2013;May 2020). Children stopped going to school thus, giving the burden of teaching to their parents while staying at home and also working from home for these mothers. Many of the women also struggled to find jobs because they had completely stopped working to attend to their children at home. In addition, the impacts of COVID-19 was expected to take a significant toll on global fisheries with predictions of potentially negative consequences for the livelihood and income of the SSF in developing countries (<xref ref-type="bibr" rid="B13">Bennett et al., 2020</xref>; <xref ref-type="bibr" rid="B28">FAO, 2020b</xref>). Small-scale fisheries contribute to coastal communities&#x2019; social and economic development as they provide food, livelihood, and income to the poor, vulnerable and marginal sectors (<xref ref-type="bibr" rid="B27">FAO, 2020a</xref>; <xref ref-type="bibr" rid="B30">Ferrer et al., 2021</xref>). However, severe implications of COVID-19 for the SSF have become more obvious (<xref ref-type="bibr" rid="B50">Simunek et al., 2021</xref>). Fishing area restrictions due to the implementation of border lockdowns was a major problem experienced by the fishers in Davao Gulf (<xref ref-type="bibr" rid="B33">Jomitol et al., 2020</xref>), complete shutdowns of fisheries were also experienced, stay-at-home orders preventing travel to and within fishing areas during imposition of draconian measures of lockdown (<xref ref-type="bibr" rid="B45">Okyere et al., 2020</xref>). Aside from these, there was a heightened apprehension in which fishing communities are at high risk of COVID-19 due to their migratory and clustering behavior, making fishing communities potential hotspots for rapid spread of the virus (<xref ref-type="bibr" rid="B27">FAO, 2020a</xref>). Moreover, the reduction in market demands of fish products resulted in lower prices of fish products; for this reason many fishers reduced their fishing activities and some have completely stopped as their work have become unprofitable (<xref ref-type="bibr" rid="B29">FAO, 2021</xref>). In some cases, quotas were not attained due to low demand and lack of storage for a perishable product which makes them desperate to sell their catch immediately (<xref ref-type="bibr" rid="B58">White et al., 2021</xref>).</p>
</sec>
<sec id="S4.SS2">
<title>Impacts of COVID-19 Restrictions on Fisher Families</title>
<p>A fisher&#x2019;s struggle also reflects the struggles of his family. When fishing becomes difficult for them, it will also be difficult to put food on their tables and feed their families. This can result to inadequate food and later manifest as malnutrition. For this study alone, one of the statistically significant factors was the fisheries variable, on a previous work by <xref ref-type="bibr" rid="B40">Macusi et al. (2021)</xref>, it was found that some factors that had an effect on the CPUE were years of fishing, revenue and catch left for the family (during closed fishing season in the same area). Even though revenue was not found significant in this study, the financial factor mainly, fishing cost was nonetheless present and was the main thing in the minds of fishers as they were anxious for their profitability and food security (<xref ref-type="bibr" rid="B26">Fabinyi et al., 2017</xref>). In addition, fishers were not exempted from the impacts of lockdowns and with their inability to go outside their homes during the earlier phases of the lockdown (non-essential workers were not allowed outside their homes or to conduct other activities), survival was a challenge (February to May 2020). The longer they stayed at home to stay safe from the virus, the longer they worried about feeding their families (<xref ref-type="bibr" rid="B25">Ercilla et al., 2021</xref>). Lack of mobility resulted in food inadequacy (<xref ref-type="bibr" rid="B60">Workie et al., 2020</xref>). During this pandemic, food supply declined because of the disrupted food supply chain and prices for common goods skyrocketed (<xref ref-type="bibr" rid="B29">FAO, 2021</xref>). Since fishers were prevented from fishing, this frustrated the family as they cannot do anything about their situation other than to wait for foodpacks from the local government (<xref ref-type="bibr" rid="B43">Mukhtar, 2020</xref>). During this time (February 2020&#x2013;May 2020), travel restrictions were implemented preventing the movement or travel of workers seeking to go from their residence to their work sites, or offices. This was a big challenge for the fishers&#x2019; families because according to many of them, their other family members capable of finding jobs or already working outside their place of residence were not able to travel due to the tight policy restrictions from border to border (<xref ref-type="bibr" rid="B50">Simunek et al., 2021</xref>). In addition, the closing of the educational institutions (basic education to college level) was not very helpful for the fishers&#x2019; families, as this has the unintended effect of some of the families unable to cope up with the sudden change in the education system (<xref ref-type="bibr" rid="B19">Chaturvedi et al., 2021</xref>). There was a real struggle to teach their children at home since they could not teach their children the lessons because of their very low educational attainment (<xref ref-type="bibr" rid="B8">Aucejo et al., 2020</xref>). This abrupt change was a great challenge to most, especially to the less privilege homes such as the fishers. Their income cannot cope up to access the digital resources and costly internet connections available (<xref ref-type="bibr" rid="B36">Lee, 2020</xref>).</p>
</sec>
<sec id="S4.SS3">
<title>Impacts of COVID-19 and the Challenges of Policy Restrictions</title>
<p>Policy restrictions during COVID-19 brought about several problems toward the fishing communities of Davao Gulf. A struggle to find someone to lend them money to fish was found out to impact their fishing activities during the COVID-19 pandemic. Fishing costs or capital used by the fishers and the prices of fish they caught were influenced by middlemen (<xref ref-type="bibr" rid="B33">Jomitol et al., 2020</xref>), often times middlemen do not only direct fish buyers but also, act as financiers that for their fishing operation. The fishers will then tacitly agree to sell their fish catch to them instead of other middlemen in return for the money lent (<xref ref-type="bibr" rid="B53">Surtida, 2000</xref>). Financiers often act as middlemen and perform important functions such as, delivery of fishes from one fishing site to another, processing fish or selling them directly to the local buyers and bigger public markets (<xref ref-type="bibr" rid="B21">Crona et al., 2010</xref>; <xref ref-type="bibr" rid="B5">Arya et al., 2015</xref>). Additionally, financiers and middlemen make it convenient for the fishers to market their catch in which they find difficult to do due to their limited education, knowledge in trading and negotiation as well as limited market network (<xref ref-type="bibr" rid="B48">Ruddle, 2011</xref>). Thus, they are forced to rely on financial assurance provided by the middlemen during fishing periods, especially in periods with low catches (<xref ref-type="bibr" rid="B55">Th&#x00E1;y et al., 2019</xref>). As some of the fishers lack fishing assets like boats, fishing gears due to poverty, this put them at a disadvantage when applying for a loan from a rural or agricultural bank because they lack collateral security (<xref ref-type="bibr" rid="B44">Nazir et al., 2018</xref>). In order to compensate the financial needs of the fishers, informal credits occur (<xref ref-type="bibr" rid="B7">Asogwa and Asogwa, 2019</xref>). These informal credits provided by the financiers and other microcredit lending schemes help to dispose and sell their catch without delay and provide them flexible loan without cumbersome formalities (<xref ref-type="bibr" rid="B46">Palanivelu and Malarvizhi, 2019</xref>). In return for the financiers help, a steady and substantial supply of fish is of crucial importance, these concerns form into a situation where financiers are ready to meet the needs of the fishers to the best possible extent (<xref ref-type="bibr" rid="B6">Asante et al., 2021</xref>). However, this system has a number of disadvantages for the fishers such as high interest rates and exploitative terms and conditions regarding the disposal and price of fish, also informal credit sources are limited and unequally distributed (<xref ref-type="bibr" rid="B4">Apituley et al., 2019</xref>). In addition, COVID-19 has disrupted the fish market supply due to the fragmented operation by the financiers and middlemen that resulted to lesser or limited lending for the fishers as they also struggled to dispose/sell the fish catches due to the consequences punitive travel restrictions (<xref ref-type="bibr" rid="B48">Ruddle, 2011</xref>; <xref ref-type="bibr" rid="B6">Asante et al., 2021</xref>). On the other hand, the COVID-19 pandemic caused a major emotional distress to the fishers (<xref ref-type="bibr" rid="B54">Terry et al., 2020</xref>). They were worried on how to provide for their family and at the same time afraid of acquiring the virus, some fishers tried other jobs just to provide food in their table and some still go out to the sea despite the warnings from authorities to stay home (<xref ref-type="bibr" rid="B18">Bollido and Irene, 2020</xref>). The pandemic-related restraints such as social-distancing, home quarantine and isolation have impacted the economic sustainability and well-being of the fishers and their families. This has induced negative emotions like sadness, worry, fear, anger, annoyance, helplessness, loneliness and frustration (<xref ref-type="bibr" rid="B9">Auriemma and Iannaccone, 2020</xref>; <xref ref-type="bibr" rid="B42">Mamun et al., 2020</xref>; <xref ref-type="bibr" rid="B17">Bhuiyan et al., 2021</xref>). These negative emotions experienced due to the current situation are common amongst marginalized sectors such as these fishers, yet if only the government can provide stable financial and food support, then the fishers will heed the warnings of authorities and stay home (<xref ref-type="bibr" rid="B49">Sheek-Hussein et al., 2021</xref>). This study will help us in the next pandemic that essential workers such as fishers should not be included in lockdowns for food security. Moreover, about 30&#x2013;50% of animal protein of Filipinos comes from seafoods (<xref ref-type="bibr" rid="B39">Macusi et al., 2011</xref>) provided by the fisheries sector, when hindered it will decrease the protein source and affect the food security of the nation.</p>
</sec>
</sec>
<sec id="S5" sec-type="conclusion">
<title>Conclusion</title>
<p>The impacts of COVID-19 are both direct and indirect, the fishers were affected directly due to lack of financiers and middlemen to transport their products, their families suffer inadequate food and could barely teach their children at home both due to lack of knowledge and also lack of additional finances for internet connection. This occurred largely during the first few months (February to May 2020) of the restriction imposed by the government (<xref ref-type="bibr" rid="B30">Ferrer et al., 2021</xref>). Further, our study revealed that COVID-19 highly affected the fishers and their fish catch economically and socially. The restricted fishing access was found to have important and major set-back on the fishing operations of fishers and the same was experienced also by the middlemen given the low fish price and reduced mobility of the fish traders. COVID-19 also impacted the fishers, and their families through lack of mobility, food inadequacy, travel restrictions and their children&#x2019;s education. Despite all these challenges of policy restrictions imposed upon the fishers during the pandemic&#x2019;s early period, they again began to operate when the enhanced community quarantine classification of the Davao region was lifted (around June 2020). It took a pandemic to highlight the importance of the fisheries, emphasizing the fishers&#x2019; role in maintaining food supply amid crisis (<xref ref-type="bibr" rid="B30">Ferrer et al., 2021</xref>). Despite their income and livelihood disruptions, the local fishers remained positive and hopeful to weather this pandemic.</p>
</sec>
<sec id="S6" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="S7">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by Emily Antonio.</p>
</sec>
<sec id="S8">
<title>Author Contributions</title>
<p>EdM, ErM, and LD designed and conceptualized the study. EdM, SS, and MaB wrote the original draft of the manuscript. EdM, MC, MiB, and SS conducted the fieldwork. MaB, SS, and EdM analyzed and visualized the data. LD did overall supervision of the study. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="pudiscl1" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec id="S9" sec-type="funding-information">
<title>Funding</title>
<p>This research project was funded by the Philippine Council for Agriculture, Aquatic and Natural Resources Research and Development of the Department of Science and Technology (DOST-PCAARRD) through the project entitled: <italic>Fisheries catch assessment using GPS trackers and effort survey of municipal and commercial fishers in Mindanao</italic>.</p>
</sec>
<ack>
<p>We would like to acknowledge the help of fishers in Governor Generoso, San Isidro, Pantukan, Mabini, Samal, Toril, Sta Maria, Sta Cruz, and Malita, as well as the various offices of the municipal/city agriculturist for taking part in this study and helping us during the conduct of the interview. We are also thankful to Rickster Verzosa for the map of the study area.</p>
</ack>
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