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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nutr.</journal-id>
<journal-title>Frontiers in Nutrition</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nutr.</abbrev-journal-title>
<issn pub-type="epub">2296-861X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnut.2025.1617389</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nutrition</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The metabolic chronic disease prevention program in Saint Kitts and Nevis: a dietary recall study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Yang</surname> <given-names>Jin-Han</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Matthew-Duncan</surname> <given-names>Latoya</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Laws</surname> <given-names>Hazel</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Isles</surname> <given-names>Sheneil</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Shu</surname> <given-names>Yi-Fang</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name><surname>Lee</surname> <given-names>Yi</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author">
<name><surname>Lin</surname> <given-names>Lu-Xiang</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author">
<name><surname>Kang</surname> <given-names>Shu-Yong</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author">
<name><surname>Hsu</surname> <given-names>Hsueh-Wen</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<name><surname>Hwu</surname> <given-names>Chii-Min</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<contrib contrib-type="author" corresp="yes" equal-contrib="yes">
<name><surname>Chen</surname> <given-names>Hsiang-Chi</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" corresp="yes" equal-contrib="yes">
<name><surname>Su</surname> <given-names>Guan-Yu</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Division of Endocrinology and Metabolism, Department of Internal Medicine, Taipei Veterans General Hospital</institution>, <addr-line>Taipei</addr-line>, <country>Taiwan</country></aff>
<aff id="aff2"><sup>2</sup><institution>Ministry of Health</institution>, <addr-line>Basseterre</addr-line>, <country>Saint Kitts and Nevis</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Dietetics and Nutrition, Taipei Veterans General Hospital</institution>, <addr-line>Taipei</addr-line>, <country>Taiwan</country></aff>
<aff id="aff4"><sup>4</sup><institution>Taiwan International Cooperation and Development Fund (TaiwanICDF)</institution>, <addr-line>Taipei</addr-line>, <country>Taiwan</country></aff>
<aff id="aff5"><sup>5</sup><institution>School of Medicine, National Yang Ming Chiao Tung University</institution>, <addr-line>Taipei</addr-line>, <country>Taiwan</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Qinghui Ai, Ocean University of China, China</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Seydi Y&#x0131;km&#x0131;&#x015F;, Namik Kemal University, T&#x00FC;rkiye</p>
<p>Juan Anibal Lech&#x00F3;n Sandoval, Universidad T&#x00E9;cnica del Norte, Ecuador</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Hsiang-Chi Chen, <email>h.c.chen@icdf.org.tw</email>; Guan-Yu Su, <email>gysu@vghtpe.gov.tw</email>; <email>suguanyu1220@gmail.com</email></corresp>
<fn fn-type="equal" id="fn0001"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1617389</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>04</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Yang, Matthew-Duncan, Laws, Isles, Shu, Lee, Lin, Kang, Hsu, Hwu, Chen and Su.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Yang, Matthew-Duncan, Laws, Isles, Shu, Lee, Lin, Kang, Hsu, Hwu, Chen and Su</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>
<sec id="sec1">
<title>Background</title>
<p>The Federation of Saint Christopher and Nevis faces a growing prevalence of non-communicable diseases (NCDs) due to dietary transitions, sedentary lifestyles, and unhealthy behaviors. This study aims to assess food and nutrient intake, nutrient deficiencies, and health behaviors among residents of the country.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>The study was conducted from February to March 2023. Individuals who lived in Saint Kitts and Nevis for at least 6&#x202F;months, aged more than 18&#x202F;years were randomly selected from 14 administrative parishes based on the population ratio. A 24-h dietary recall method was used to collect food and nutrient intake data. Demographic, physical activity, food intake frequency and other health behaviors were also collected. Descriptive statistical analysis was conducted on the baseline characteristics and nutritional intake, and logistic regression was used to assess the effects of demographic characteristics on unhealthy behaviors. Statistical analysis was performed using SPSS.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>A total of 212 individuals (156 from Saint Kitts and 56 from Nevis) underwent the survey. The median BMI was 28.0, with 52.8% reporting no physical activity in the past week. The median caloric intake was 1737.8&#x202F;kcal/day, with males consuming more than females. The proportional of total daily caloric intake was 46.3, 16.9 and 34.3% for carbohydrate, protein, and lipid, respectively. Other nutrients intake data revealed suboptimal calcium and vitamin A consumption, with 565.7&#x202F;mg/day for calcium and 223.2&#x202F;&#x03BC;g/day for vitamin A. The median sodium intake was 2914.9&#x202F;mg, while potassium intake was 2044.3&#x202F;mg. A sodium-to-potassium ratio was 1.43, which was above the WHO&#x2019;s recommended value.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>In the study, we found the population of Saint Kitts and Nevis exhibits nutritional imbalance and low physical activities. These findings highlight the need for interventions to improve nutrition and promote healthy behaviors to deal with the rising burden of NCDs in the region.</p>
</sec>
</abstract>
<kwd-group>
<kwd>small island developing states</kwd>
<kwd>non-communicable diseases</kwd>
<kwd>dietary intake</kwd>
<kwd>nutritional imbalance</kwd>
<kwd>physical activity</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="49"/>
<page-count count="8"/>
<word-count count="7025"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Nutrition and Metabolism</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<title>Introduction</title>
<p>The Federation of Saint Christopher and Nevis, located in the Caribbean, consists of two islands: Saint Kitts and Nevis. The country is divided into 14 parishes, with 9 on Saint Kitts and 5 on Nevis. As of 2023, the population of the country is 46,578 (<xref ref-type="bibr" rid="ref1">1</xref>). The population is primarily composed of African descent (92.5%), followed by mixed-race individuals (3%), White people (2.1%), East Indians (1.5%), and others or unspecified (0.9%) (<xref ref-type="bibr" rid="ref2">2</xref>).</p>
<p>Small Island Developing States (SIDS) are a group of 39 states that are geographically diverse and widely dispersed, with most located in the Caribbean and Pacific (<xref ref-type="bibr" rid="ref3">3</xref>). Due to their high vulnerability to climate change and limited landmass, the SIDS rely heavily on food imports. More than two-thirds of Caribbean SIDS import over 60% of the food they consume, and about half import more than 80% (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref5">5</xref>). Economic and trade liberalization in the SIDS has led to lower food prices. As a consequence, these countries have undergone nutritional and dietary transitions, shifting away from traditional, domestic staples, fruits and vegetables towards diets that high in processed foods, sugar, fat, salt and animal protein (<xref ref-type="bibr" rid="ref6">6</xref>). Rapid changes in social structures and urban population growth have also contributed to sedentary lifestyles in these countries. Approximately 90.5% of females and 58.9% of males in the SIDS have low physical activity levels that do not meet WHO&#x2019;s minimum recommendations (<xref ref-type="bibr" rid="ref7">7</xref>). The changes in dietary intake and sedentary lifestyles have led to an increased prevalence of obesity and chronic non-communicable diseases (NCDs), including diabetes, hypertension, cardiovascular disease, and cancers (<xref ref-type="bibr" rid="ref8">8</xref>).</p>
<p>The NCDs have replaced malnutrition and infectious diseases as the primary public health concerns. In Caribbean region, it is reported that the proportion of all deaths due to NCDs was 71.3%, and the proportion of premature deaths due to NCDs (&#x003C;70&#x202F;years of age) was 43.6% (<xref ref-type="bibr" rid="ref9">9</xref>). The cause of death in Caribbean countries were 13&#x2013;25% for heart diseases, 8&#x2013;25% for cancer, 4&#x2013;21% for diabetes, and 1&#x2013;13% for cerebrovascular disease (<xref ref-type="bibr" rid="ref10">10</xref>).</p>
<p>Surveys conducted in 12 Caribbean Community (CARICOM) countries show that 20 to 50% of the population has hypertension, and the prevalence of diabetes in SIDS of the Caribbean is twice the global rate, with 10 to 25% of adults affected by the disease (<xref ref-type="bibr" rid="ref11">11</xref>). The obesity rate in adults is higher than the global average, ranging from 28.8 to 38.8% (<xref ref-type="bibr" rid="ref4">4</xref>). Unhealthy lifestyles (including an imbalanced diet, irregular exercise, smoking, alcohol consumption, and substance abuse) are risk factors for metabolic chronic diseases (<xref ref-type="bibr" rid="ref12">12</xref>). Furthermore, a high ultra-processed food consumption was found to be associated with chronic kidney disease, cardiometabolic disease, gastrointestinal diseases, cancers and increased mortality (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref14">14</xref>). To promote nutritional health in the Federation of Saint Christopher and Nevis, it is necessary to regularly collect and monitor the food consumption status in the area. The dietary and nutrient intake data can help the government more effectively design and implement the national nutrition policies.</p>
<p>Therefore, in the study, we aimed to assess food and nutrient intake, the status of specific nutrient deficiencies, and dietary patterns across different age groups in the Federation of Saint Christopher and Nevis. Additionally, we also investigated the health behaviors of this population.</p>
</sec>
<sec sec-type="materials|methods" id="sec6">
<title>Materials and methods</title>
<p>Individuals of the citizens of the Saint Kitts and Nevis for at least 6&#x202F;months and were 18&#x2013;65&#x202F;years old were randomly selected from 14 administrative parishes based on the population ratio. A multi-sampling design was chosen based on geographical location, distribution of households and persons within each of the districts in Saint Kitts and Nevis to ensure that a representative sample of individuals and households in Saint Kitts and Nevis was selected to participate in the study. Those unable or unwilling to participate in the survey were excluded from the study. The study was conducted from February to March 2023.</p>
<p>The self-reported respondents baseline characteristics, including age, sex, height, weight, ethnicity, marital status, educational level, employment status, monthly income, physical activity level, alcohol use, and medication use, were collected. The nutrition survey team was formed by the Nutrition Department of the Ministry of Health of Saint Kitts and Nevis. The team visited each parish and registered eligible households for participation. Personnel with prior experience in nutrition surveys were recruited as survey enumerators, including those involved in the National Individual Food Consumption Survey: Saint Kitts and Nevis (2021), a collaboration between the Ministry of Health, the Food and Agriculture Organization (FAO), and the University of the West Indies. Enumerators underwent training prior to the surveys conducted by the Ministry&#x2019;s nutrition department and the project dietitians. The project was continuously supervised to ensure proper case registration and monitoring. The study was approved by the Ministry of Health of Saint Kitts and Nevis, the Interim Ethics Review Committee (IERC) under approval code IERC-2022-09-058. Informed consent was obtained from respondents who agreed to participate in the survey. All participants remained anonymous, and their data were kept confidential.</p>
<p>The 24-h dietary recall method was administered by trained enumerators (<xref ref-type="bibr" rid="ref15">15</xref>). Participants were asked to recall and describe every item of food and beverage consumed over exactly 24&#x202F;h. The information was gathered through a systematic process of repeatedly asking open-ended questions. When necessary, the participants were asked for more detailed information such as the preparation method and type. The source and portion size of food and beverage were also recorded, and a photobook was used to help respondents identify portion sizes. The manual of food portion quantification of Saint Kitts and Nevis was developed for assessing the food consumption of individuals along with the 24-h dietary recall method (<xref ref-type="bibr" rid="ref16">16</xref>). The collected data were recorded by the interviewers on the online platform ASA24&#x00AE; (Automated Self-Administered 24-h Dietary Assessment Tool). The 24-h reminder was made on a common day of the week. ASA24&#x00AE; is a free, web-based survey tool developed by the National Cancer Institute (NCI) in collaboration with Westat, a social science research company. It&#x2019;s a globally recognized tool for food records (<xref ref-type="bibr" rid="ref17">17</xref>). Food frequency was assessed by using a food frequency questionnaire, which is a common method to measure specific dietary behaviors and the intake of particular food groups (<xref ref-type="bibr" rid="ref18">18</xref>). Nutritional intake was categorized into carbohydrates, proteins, lipids, alcohol and micronutrients. Carbohydrates was further subcategorized into fiber and total sugars, while micronutrients included the vitamins and minerals.</p>
<p>A body mass index (BMI) equal to or greater than 25 was considered overweight and a BMI equal to or greater than 30 was considered obesity. Underweight was defined as BMI less than 18.5 (<xref ref-type="bibr" rid="ref19">19</xref>). In the study, the definitions of vegetable, fruit, and beverage intake frequency were referred to the design of previous questionnaires (<xref ref-type="bibr" rid="ref18">18</xref>): low intake was defined as consuming 1&#x2013;3 times per month; moderate intake as consuming 1&#x2013;4 times per week; and high intake as consuming 5&#x2013;6 times per week or daily. The frequency of exercise was defined as low if performed 0&#x2013;2 times per week, moderate if 3&#x2013;4 times per week and high if 5&#x2013;6 times per week.</p>
<p>Descriptive statistical analysis was conducted on the baseline characteristics. Logistic regression was used to assess the effects of demographic characteristics on physical activity, vegetables, fruits, and beverage intake. The results were presented as hazard ratios (HRs) and 95% confidence interval. Variables with <italic>p</italic> value &#x003C; 0.10 in univariable analysis were included in multivariable analysis. Statistical significance was defined as a <italic>p</italic> value &#x003C; 0.05. Daily caloric and dietary intake were presented as the median, interquartile ranges, 5<sup>th</sup> and 95<sup>th</sup> percentage. Statistical analyses were performed using IBM SPSS Statistics software (Version 25.0, IBM Corp., Armonk, NY, USA).</p>
</sec>
<sec sec-type="results" id="sec7">
<title>Results</title>
<p>There were a total of 212 respondents, with 156 from Saint Kitts and 56 from Nevis. Among the respondents of the nutritional intake survey, 94.3% were of African descent. More than half were single. Over 80% had completed secondary education and were employed full-time or part-time. The median BMI of the respondents was 28.0. The proportion of overweight and obesity was 33.0 and 37.7%, respectively (<xref ref-type="table" rid="tab1">Table 1</xref>; <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref>). To account for potential under-reporting of BMI in the sensitivity analysis, the actual BMI was estimated as 1.1 times the self-reported value (<xref ref-type="bibr" rid="ref20">20</xref>). After adjustment, 1.4% of individuals were underweight, 14.6% had a normal BMI, 26.9% were overweight, and 57.1% were obese.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Distribution of demographic characteristics of respondents stratified by island and sex.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th rowspan="2">Demographic characteristics</th>
<th align="center" valign="top" colspan="3">Saint Kitts</th>
<th align="center" valign="top" colspan="3">Nevis</th>
</tr>
<tr>
<th align="center" valign="top">Total (%)</th>
<th align="center" valign="top">Male (%)</th>
<th align="center" valign="top">Female (%)</th>
<th align="center" valign="top">Total (%)</th>
<th align="center" valign="top">Male (%)</th>
<th align="center" valign="top">Female (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" colspan="7">Ethnicity</td>
</tr>
<tr>
<td align="left" valign="middle">African</td>
<td align="center" valign="middle">150 (96.2)</td>
<td align="center" valign="middle">68 (94.4)</td>
<td align="center" valign="middle">82 (97.6)</td>
<td align="center" valign="middle">50 (89.3)</td>
<td align="center" valign="middle">19 (86.4)</td>
<td align="center" valign="middle">31 (91.2)</td>
</tr>
<tr>
<td align="left" valign="middle">Other<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></td>
<td align="center" valign="middle">6 (3.8)</td>
<td align="center" valign="middle">4 (5.6)</td>
<td align="center" valign="middle">2 (2.4)</td>
<td align="center" valign="middle">6 (10.7)</td>
<td align="center" valign="middle">3 (13.6)</td>
<td align="center" valign="middle">3 (8.8)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="7">Marital status</td>
</tr>
<tr>
<td align="left" valign="middle">Single</td>
<td align="center" valign="middle">125 (80.6)</td>
<td align="center" valign="middle">57 (79.1)</td>
<td align="center" valign="middle">69 (82.1)</td>
<td align="center" valign="middle">36 (64.3)</td>
<td align="center" valign="middle">13 (59.1)</td>
<td align="center" valign="middle">23 (67.6)</td>
</tr>
<tr>
<td align="left" valign="middle">Not single</td>
<td align="center" valign="middle">30 (19.4)</td>
<td align="center" valign="middle">15 (20.9)</td>
<td align="center" valign="middle">15 (17.9)</td>
<td align="center" valign="middle">20 (35.7)</td>
<td align="center" valign="middle">9 (40.9)</td>
<td align="center" valign="middle">11 (32.4)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="7">Education</td>
</tr>
<tr>
<td align="left" valign="middle">Master&#x2019;s degree</td>
<td align="center" valign="middle">10 (6.4)</td>
<td align="center" valign="middle">4 (5.6)</td>
<td align="center" valign="middle">6 (7.1)</td>
<td align="center" valign="middle">1 (1.8)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">1 (2.9)</td>
</tr>
<tr>
<td align="left" valign="middle">College/university</td>
<td align="center" valign="middle">45 (28.8)</td>
<td align="center" valign="middle">23 (31.9)</td>
<td align="center" valign="middle">22 (26.2)</td>
<td align="center" valign="middle">18 (32.1)</td>
<td align="center" valign="middle">7 (31.8)</td>
<td align="center" valign="middle">11 (32.4)</td>
</tr>
<tr>
<td align="left" valign="middle">Middle school</td>
<td align="center" valign="middle">75 (48.1)</td>
<td align="center" valign="middle">32 (44.4)</td>
<td align="center" valign="middle">43 (51.2)</td>
<td align="center" valign="middle">28 (50.0)</td>
<td align="center" valign="middle">11 (50.0)</td>
<td align="center" valign="middle">17 (50.0)</td>
</tr>
<tr>
<td align="left" valign="middle">Elementary school</td>
<td align="center" valign="middle">11 (7.1)</td>
<td align="center" valign="middle">4 (5.6)</td>
<td align="center" valign="middle">7 (8.3)</td>
<td align="center" valign="middle">7 (12.5)</td>
<td align="center" valign="middle">4 (18.2)</td>
<td align="center" valign="middle">3 (8.8)</td>
</tr>
<tr>
<td align="left" valign="middle">Vocational school</td>
<td align="center" valign="middle">14 (9.0)</td>
<td align="center" valign="middle">8 (11.1)</td>
<td align="center" valign="middle">6 (7.1)</td>
<td align="center" valign="middle">1 (1.8)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">1 (2.9)</td>
</tr>
<tr>
<td align="left" valign="middle">Not educated</td>
<td align="center" valign="middle">1 (0.6)</td>
<td align="center" valign="middle">1 (1.4)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">1 (1.8)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">1 (2.9)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="7">Employment status</td>
</tr>
<tr>
<td align="left" valign="middle">Full-time</td>
<td align="center" valign="middle">129 (82.7)</td>
<td align="center" valign="middle">61 (84.7)</td>
<td align="center" valign="middle">68 (81.0)</td>
<td align="center" valign="middle">47 (83.9)</td>
<td align="center" valign="middle">18 (81.8)</td>
<td align="center" valign="middle">29 (85.3)</td>
</tr>
<tr>
<td align="left" valign="middle">Part time</td>
<td align="center" valign="middle">6 (3.8)</td>
<td align="center" valign="middle">3 (4.2)</td>
<td align="center" valign="middle">3 (3.6)</td>
<td align="center" valign="middle">3 (5.4)</td>
<td align="center" valign="middle">2 (9.1)</td>
<td align="center" valign="middle">1 (2.9)</td>
</tr>
<tr>
<td align="left" valign="middle">Retired</td>
<td align="center" valign="middle">9 (5.8)</td>
<td align="center" valign="middle">3 (4.2)</td>
<td align="center" valign="middle">6 (7.1)</td>
<td align="center" valign="middle">3 (5.4)</td>
<td align="center" valign="middle">1 (4.5)</td>
<td align="center" valign="middle">2 (5.9)</td>
</tr>
<tr>
<td align="left" valign="middle">Student</td>
<td align="center" valign="middle">1 (0.6)</td>
<td align="center" valign="middle">1 (1.4)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">1 (1.8)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">1 (2.9)</td>
</tr>
<tr>
<td align="left" valign="middle">Housewife</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">1 (1.8)</td>
<td align="center" valign="middle">1 (4.5)</td>
<td align="center" valign="middle">0 (0.0)</td>
</tr>
<tr>
<td align="left" valign="middle">Unable to work</td>
<td align="center" valign="middle">4 (2.6)</td>
<td align="center" valign="middle">2 (2.8)</td>
<td align="center" valign="middle">2 (2.4)</td>
<td align="center" valign="middle">1 (1.8)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">1 (2.9)</td>
</tr>
<tr>
<td align="left" valign="middle">Unemployed, looking for a job</td>
<td align="center" valign="middle">6 (3.8)</td>
<td align="center" valign="middle">2 (2.8)</td>
<td align="center" valign="middle">4 (4.8)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">0 (0.0)</td>
</tr>
<tr>
<td align="left" valign="middle">Unemployed, not planning to find a job</td>
<td align="center" valign="middle">1 (0.6)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">1 (1.2)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">0 (0.0)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="7">Monthly income (T$)<xref ref-type="table-fn" rid="tfn2"><sup>b</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">&#x003C; 1,440</td>
<td align="center" valign="middle">23 (14.7)</td>
<td align="center" valign="middle">11 (15.3)</td>
<td align="center" valign="middle">12 (14.3)</td>
<td align="center" valign="middle">3 (5.4)</td>
<td align="center" valign="middle">1 (4.5)</td>
<td align="center" valign="middle">2 (5.9)</td>
</tr>
<tr>
<td align="left" valign="top">1,444&#x2013;2,280</td>
<td align="center" valign="middle">28 (17.9)</td>
<td align="center" valign="middle">10 (13.9)</td>
<td align="center" valign="middle">18 (21.4)</td>
<td align="center" valign="middle">10 (17.9)</td>
<td align="center" valign="middle">3 (13.6)</td>
<td align="center" valign="middle">7 (20.6)</td>
</tr>
<tr>
<td align="left" valign="top">2,284&#x2013;2,800</td>
<td align="center" valign="middle">26 (16.7)</td>
<td align="center" valign="middle">11 (15.3)</td>
<td align="center" valign="middle">15 (17.9)</td>
<td align="center" valign="middle">1 (1.8)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">1 (2.9)</td>
</tr>
<tr>
<td align="left" valign="top">2,804&#x2013;3,480</td>
<td align="center" valign="middle">17 (10.9)</td>
<td align="center" valign="middle">9 (12.5)</td>
<td align="center" valign="middle">8 (9.5)</td>
<td align="center" valign="middle">4 (7.1)</td>
<td align="center" valign="middle">4 (18.2)</td>
<td align="center" valign="middle">0 (0.0)</td>
</tr>
<tr>
<td align="left" valign="top">3,484&#x2013;3,996</td>
<td align="center" valign="middle">15 (9.6)</td>
<td align="center" valign="middle">7 (9.7)</td>
<td align="center" valign="middle">8 (9.5)</td>
<td align="center" valign="middle">6 (10.7)</td>
<td align="center" valign="middle">3 (13.6)</td>
<td align="center" valign="middle">3 (8.8)</td>
</tr>
<tr>
<td align="left" valign="top">4,000&#x2013;4,796</td>
<td align="center" valign="middle">7 (4.5)</td>
<td align="center" valign="middle">5 (6.9)</td>
<td align="center" valign="middle">2 (2.4)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">0 (0.0)</td>
</tr>
<tr>
<td align="left" valign="top">&#x003E; 4,800</td>
<td align="center" valign="middle">24 (15.4)</td>
<td align="center" valign="middle">14 (19.4)</td>
<td align="center" valign="middle">10 (11.9)</td>
<td align="center" valign="middle">7 (12.5)</td>
<td align="center" valign="middle">3 (13.6)</td>
<td align="center" valign="middle">4 (11.8)</td>
</tr>
<tr>
<td align="left" valign="middle">Unknown</td>
<td align="center" valign="middle">3 (1.9)</td>
<td align="center" valign="middle">0 (0.0)</td>
<td align="center" valign="middle">3 (3.6)</td>
<td align="center" valign="middle">5 (8.9)</td>
<td align="center" valign="middle">3 (13.6)</td>
<td align="center" valign="middle">2 (5.9)</td>
</tr>
<tr>
<td align="left" valign="middle">Unwilling to disclose</td>
<td align="center" valign="middle">13 (8.3)</td>
<td align="center" valign="middle">5 (6.9)</td>
<td align="center" valign="middle">8 (9.5)</td>
<td align="center" valign="middle">20 (35.7)</td>
<td align="center" valign="middle">5 (22.7)</td>
<td align="center" valign="middle">15 (44.1)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1"><label>a</label><p>Caucasian, Indian, Hispanic and mixed-race.</p></fn>
<fn id="tfn2"><label>b</label><p>Tongan Pa&#x02BB;anga, usually represented as &#x201C;T$.&#x201D;</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Among the respondents, 112 individuals reported no exercise in the past 7&#x202F;days, indicating that approximately 52.8% of the population in the country may lack a regular exercise habit. The number of individuals who reported having low, moderate and high exercise was 23, 37 and 40, respectively. In univariate analysis, male engaged in physical activity 2.91 times than female, with <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001. Those with higher income consumed more vegetables and fruits. Exercise, vegetable and fruit intake, and beverage consumption did not differ significantly by age, educational level, relationship status, or illness status (<xref ref-type="table" rid="tab2">Table 2</xref>). Parameters with a <italic>p</italic> value &#x003C; 0.1 were included in the multivariate analysis. After adjusting for income, a significant association between male sex and physical activity remained, with a hazard ratio of 2.88 (95% CI: 1.62&#x2013;5.12), <italic>p</italic> value &#x003C; 0.001 (<xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>The effect of demographic characteristics on physical activity, vegetable, fruit, and beverage consumption in univariate logistic analysis.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Patient characteristics</th>
<th align="center" valign="top" colspan="2">Physical activity</th>
<th align="center" valign="top" colspan="2">Vegetable intake</th>
<th align="center" valign="top" colspan="2">Fruit intake</th>
<th align="center" valign="top" colspan="2">Beverage intake</th>
</tr>
<tr>
<th align="center" valign="top">HR (95%CI)</th>
<th align="center" valign="top"><italic>p</italic> value</th>
<th align="center" valign="top">HR (95%CI)</th>
<th align="center" valign="top"><italic>p</italic> value</th>
<th align="center" valign="top">HR (95%CI)</th>
<th align="center" valign="top"><italic>p</italic> value</th>
<th align="center" valign="top">HR (95%CI)</th>
<th align="center" valign="top"><italic>p</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" colspan="9">Sex</td>
</tr>
<tr>
<td align="left" valign="middle">Female</td>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Male</td>
<td align="center" valign="middle">2.91 (1.66&#x2013;5.11)</td>
<td align="center" valign="top">&#x003C;0.001&#x002A;</td>
<td align="center" valign="middle">1.01 (0.58&#x2013;1.76)</td>
<td align="center" valign="top">0.981</td>
<td align="center" valign="middle">0.68 (0.40&#x2013;1.16)</td>
<td align="center" valign="top">0.159</td>
<td align="center" valign="middle">1.56 (0.94&#x2013;2.59)</td>
<td align="center" valign="top">0.086</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="9">Age (y)</td>
</tr>
<tr>
<td align="left" valign="middle">&#x003C;25</td>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">25&#x2013;34</td>
<td align="center" valign="middle">1.71 (0.71&#x2013;4.12)</td>
<td align="center" valign="top">0.231</td>
<td align="center" valign="middle">1.07 (0.38&#x2013;2.96)</td>
<td align="center" valign="top">0.902</td>
<td align="center" valign="middle">0.98 (0.42&#x2013;2.28)</td>
<td align="center" valign="top">0.958</td>
<td align="center" valign="middle">0.69 (0.31&#x2013;1.52)</td>
<td align="center" valign="middle">0.357</td>
</tr>
<tr>
<td align="left" valign="middle">35&#x2013;44</td>
<td align="center" valign="middle">1.40 (0.56&#x2013;3.52)</td>
<td align="center" valign="top">0.476</td>
<td align="center" valign="middle">0.85 (0.29&#x2013;2.43)</td>
<td align="center" valign="top">0.756</td>
<td align="center" valign="middle">1.55 (0.64&#x2013;3.74)</td>
<td align="center" valign="top">0.332</td>
<td align="center" valign="middle">0.57 (0.25&#x2013;1.31)</td>
<td align="center" valign="middle">0.186</td>
</tr>
<tr>
<td align="left" valign="middle">45&#x2013;54</td>
<td align="center" valign="middle">1.57 (0.60&#x2013;4.06)</td>
<td align="center" valign="top">0.358</td>
<td align="center" valign="middle">1.95 (0.67&#x2013;5.64)</td>
<td align="center" valign="top">0.218</td>
<td align="center" valign="middle">1.44 (0.58&#x2013;3.62)</td>
<td align="center" valign="top">0.435</td>
<td align="center" valign="middle">0.80 (0.33&#x2013;1.90)</td>
<td align="center" valign="middle">0.608</td>
</tr>
<tr>
<td align="left" valign="middle">&#x003E;55</td>
<td align="center" valign="middle">0.80 (0.28&#x2013;2.23)</td>
<td align="center" valign="top">0.666</td>
<td align="center" valign="middle">1.00 (0.33&#x2013;2.99)</td>
<td align="center" valign="top">0.993</td>
<td align="center" valign="middle">1.49 (0.59&#x2013;3.78)</td>
<td align="center" valign="top">0.399</td>
<td align="center" valign="middle">0.68 (0.28&#x2013;1.64)</td>
<td align="center" valign="middle">0.396</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="9">Educational level</td>
</tr>
<tr>
<td align="left" valign="middle">Below middle school</td>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">High school or<break/>vocational education</td>
<td align="center" valign="middle">1.21 (0.45&#x2013;3.29)</td>
<td align="center" valign="middle">0.703</td>
<td align="center" valign="middle">1.73 (0.61&#x2013;4.92)</td>
<td align="center" valign="middle">0.302</td>
<td align="center" valign="middle">1.33 (0.50&#x2013;3.53)</td>
<td align="center" valign="middle">0.566</td>
<td align="center" valign="middle">1.11 (0.46&#x2013;2.67)</td>
<td align="center" valign="middle">0.815</td>
</tr>
<tr>
<td align="left" valign="middle">University or graduate school</td>
<td align="center" valign="middle">1.33 (0.47&#x2013;3.74)</td>
<td align="center" valign="middle">0.585</td>
<td align="center" valign="middle">2.62 (0.89&#x2013;7.74)</td>
<td align="center" valign="middle">0.080</td>
<td align="center" valign="middle">0.76 (0.30&#x2013;1.94)</td>
<td align="center" valign="middle">0.565</td>
<td align="center" valign="middle">1.02 (0.41&#x2013;2.67)</td>
<td align="center" valign="middle">0.971</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="9">Income (T$)<xref ref-type="table-fn" rid="tfn3"><sup>a</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">&#x003C;2,280</td>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">2,284&#x2013;3,480</td>
<td align="center" valign="middle">1.17 (0.53&#x2013;2.58)</td>
<td align="center" valign="middle">0.700</td>
<td align="center" valign="middle">0.71 (0.31&#x2013;1.66)</td>
<td align="center" valign="middle">0.433</td>
<td align="center" valign="middle">0.80 (0.37&#x2013;1.71)</td>
<td align="center" valign="middle">0.565</td>
<td align="center" valign="middle">0.54 (0.27&#x2013;1.08)</td>
<td align="center" valign="middle">0.083</td>
</tr>
<tr>
<td align="left" valign="top">3,484&#x2013;4,800</td>
<td align="center" valign="middle">1.92 (0.49&#x2013;3.96)</td>
<td align="center" valign="middle">0.077</td>
<td align="center" valign="middle">4.53 (2.13&#x2013;9.64)</td>
<td align="center" valign="middle">&#x003C;0.001&#x002A;</td>
<td align="center" valign="middle">2.23 (1.09&#x2013;4.53)</td>
<td align="center" valign="middle">0.027&#x002A;</td>
<td align="center" valign="middle">1.13 (0.59&#x2013;2.19)</td>
<td align="center" valign="middle">0.713</td>
</tr>
<tr>
<td align="left" valign="middle">Unwilling to disclose</td>
<td align="center" valign="middle">1.39 (0.61&#x2013;3.13)</td>
<td align="center" valign="middle">0.432</td>
<td align="center" valign="middle">1.20 (0.51&#x2013;2.83)</td>
<td align="center" valign="middle">0.670</td>
<td align="center" valign="middle">2.31 (1.06&#x2013;5.07)</td>
<td align="center" valign="middle">0.036&#x002A;</td>
<td align="center" valign="middle">1.28 (0.61&#x2013;2.67)</td>
<td align="center" valign="middle">0.511</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="9">Relationship status</td>
</tr>
<tr>
<td align="left" valign="middle">Single</td>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Not single</td>
<td align="center" valign="middle">1.30 (0.69&#x2013;2.43)</td>
<td align="center" valign="top">0.415</td>
<td align="center" valign="middle">1.48 (0.78&#x2013;2.81)</td>
<td align="center" valign="top">0.229</td>
<td align="center" valign="middle">1.31 (0.70&#x2013;2.43)</td>
<td align="center" valign="top">0.397</td>
<td align="center" valign="middle">0.89 (0.50&#x2013;1.59)</td>
<td align="center" valign="top">0.683</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="9">Illness status</td>
</tr>
<tr>
<td align="left" valign="middle">Healthy</td>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
<td align="center" valign="middle">Ref</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Disease<xref ref-type="table-fn" rid="tfn4"><sup>b</sup></xref></td>
<td align="center" valign="middle">0.69 (0.32&#x2013;1.52)</td>
<td align="center" valign="top">0.359</td>
<td align="center" valign="top">1.17 (0.55&#x2013;2.47)</td>
<td align="center" valign="top">0.683</td>
<td align="center" valign="top">1.29 (0.63&#x2013;2.65)</td>
<td align="center" valign="top">0.492</td>
<td align="center" valign="top">1.18 (0.59&#x2013;2.33)</td>
<td align="center" valign="top">0.639</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;<italic>p</italic> value&#x003C;0.05 was considered statistically significant. CI, confidence interval.</p>
<fn id="tfn3"><label>a</label><p>Tongan Pa&#x02BB;anga, usually represented as &#x201C;T$.&#x201D;</p></fn>
<fn id="tfn4"><label>b</label><p>Among the respondents, 21 were on medication for hypertension, 9 for diabetes, 5 for asthma, 1 for cancer, 1 for high cholesterol, 1 for heart disease, 1 for polio, and 1 for kidney disease, with 5 individuals having multiple conditions.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>The effect of demographic characteristics on physical activity in multivariate logistic analysis.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Patient characteristics</th>
<th align="center" valign="top" colspan="2">Physical activity</th>
</tr>
<tr>
<th align="center" valign="top">HR (95%CI)</th>
<th align="center" valign="top"><italic>p</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" colspan="3">Sex</td>
</tr>
<tr>
<td align="left" valign="middle">Female</td>
<td align="center" valign="middle">Ref</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Male</td>
<td align="center" valign="middle">2.88 (1.62&#x2013;5.12)</td>
<td align="center" valign="top">&#x003C;0.001&#x002A;</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="3">Income (T$)<xref ref-type="table-fn" rid="tfn5"><sup>a</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">&#x003C;2,280</td>
<td align="center" valign="middle">Ref</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">2,284&#x2013;3,480</td>
<td align="center" valign="middle">1.09 (0.49&#x2013;2.45)</td>
<td align="center" valign="middle">0.835</td>
</tr>
<tr>
<td align="left" valign="top">3,484&#x2013;4,800</td>
<td align="center" valign="middle">1.66 (0.79&#x2013;3.48)</td>
<td align="center" valign="middle">0.182</td>
</tr>
<tr>
<td align="left" valign="middle">Unwilling to disclose</td>
<td align="center" valign="middle">1.60 (0.70&#x2013;3.67)</td>
<td align="center" valign="middle">0.270</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;<italic>p</italic> value &#x003C; 0.05 was considered statistically significant. CI, confidence interval.</p>
<fn id="tfn5"><label>a</label><p>Tongan Pa&#x02BB;anga, usually represented as &#x201C;T$.&#x201D;</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The amount of vegetable, fruit and beverage intake among different sexes is shown in <xref ref-type="table" rid="tab4">Table 4</xref>. More individuals had high fruit intake than those with high vegetable intake, with 75 and 65 respondents, respectively. The median daily caloric intake was 1737.8&#x202F;kcal (<xref ref-type="table" rid="tab5">Table 5</xref>). Males had a higher median caloric intake than females. The daily carbohydrate intake for both sexes was approximately 200&#x202F;g, accounting for 46.3% of total daily caloric intake. The median daily protein intake for males was 71.3&#x202F;g, while females consumed a slightly higher amount at 77.7&#x202F;g. The median daily lipid intake for males was 71.9&#x202F;g, while for females it was 58.0&#x202F;g. Males consumed 35.9% of their daily calories from fat, while females consumed 30.9%. When considering all participants together, lipid intake accounted for 34.3% of the total caloric intake. The median daily fiber intake was roughly 12&#x202F;g for both sexes (<xref rid="SM1" ref-type="supplementary-material">Supplementary Tables S2, S3</xref>). For those with high vegetable intake, the mean fiber intake of respondents was 14.18&#x202F;g (15.38&#x202F;g for males and 13.22&#x202F;g for females), while mean fiber intake of those with high fruit intake was 14.21&#x202F;g (15.96&#x202F;g for males and 13.45&#x202F;g for females).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>The food intake of the respondents.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Food intake</th>
<th align="center" valign="top" colspan="3">Sex, <italic>N</italic> (%)</th>
</tr>
<tr>
<th align="center" valign="top">Male</th>
<th align="center" valign="top">Female</th>
<th align="center" valign="top">Total</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="4">Vegetables</td>
</tr>
<tr>
<td align="left" valign="top">Never or low</td>
<td align="center" valign="top">5 (45.5)</td>
<td align="center" valign="top">6 (54.5)</td>
<td align="center" valign="top">11</td>
</tr>
<tr>
<td align="left" valign="top">Moderate</td>
<td align="center" valign="top">60 (44.1)</td>
<td align="center" valign="top">76 (55.9)</td>
<td align="center" valign="top">136</td>
</tr>
<tr>
<td align="left" valign="top">High</td>
<td align="center" valign="top">29 (44.6)</td>
<td align="center" valign="top">36 (55.4)</td>
<td align="center" valign="top">65</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">Fruits</td>
</tr>
<tr>
<td align="left" valign="top">Never or low</td>
<td align="center" valign="top">9 (56.3)</td>
<td align="center" valign="top">7 (43.7)</td>
<td align="center" valign="top">16</td>
</tr>
<tr>
<td align="left" valign="top">Moderate</td>
<td align="center" valign="top">56 (46.3)</td>
<td align="center" valign="top">65 (53.7)</td>
<td align="center" valign="top">121</td>
</tr>
<tr>
<td align="left" valign="top">High</td>
<td align="center" valign="top">29 (38.7)</td>
<td align="center" valign="top">46 (61.3)</td>
<td align="center" valign="top">75</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">Beverages</td>
</tr>
<tr>
<td align="left" valign="top">Never or low</td>
<td align="center" valign="top">16 (32.7)</td>
<td align="center" valign="top">33 (67.3)</td>
<td align="center" valign="top">49</td>
</tr>
<tr>
<td align="left" valign="top">Moderate</td>
<td align="center" valign="top">36 (46.2)</td>
<td align="center" valign="top">42 (53.8)</td>
<td align="center" valign="top">78</td>
</tr>
<tr>
<td align="left" valign="top">High</td>
<td align="center" valign="top">43 (50.6)</td>
<td align="center" valign="top">42 (49.4)</td>
<td align="center" valign="top">85</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Low intake: consumed 1&#x2013;3 times per month. Moderate intake: consumed 1&#x2013;4 times per week. High intake: consumed 5&#x2013;6 times per week or daily.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Daily intake of calories, macronutrients, vitamins, and minerals.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Nutrients</th>
<th align="center" valign="top" colspan="5">Content</th>
</tr>
<tr>
<th align="center" valign="top">P5</th>
<th align="center" valign="top">P25</th>
<th align="center" valign="top">Median</th>
<th align="center" valign="top">P75</th>
<th align="center" valign="top">P95</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="6">Macronutrients</td>
</tr>
<tr>
<td align="left" valign="top">Calories (kcal)</td>
<td align="center" valign="top">946.6</td>
<td align="center" valign="top">1277.8</td>
<td align="center" valign="top">1737.8</td>
<td align="center" valign="top">2211.0</td>
<td align="center" valign="top">3079.1</td>
</tr>
<tr>
<td align="left" valign="top">Protein (g)</td>
<td align="center" valign="top">31.8</td>
<td align="center" valign="top">51.6</td>
<td align="center" valign="top">73.3</td>
<td align="center" valign="top">103.2</td>
<td align="center" valign="top">160.4</td>
</tr>
<tr>
<td align="left" valign="top">Lipid (g)</td>
<td align="center" valign="top">27.9</td>
<td align="center" valign="top">41.5</td>
<td align="center" valign="top">66.3</td>
<td align="center" valign="top">86.6</td>
<td align="center" valign="top">133.9</td>
</tr>
<tr>
<td align="left" valign="top">Carbohydrate (g)</td>
<td align="center" valign="top">95.2</td>
<td align="center" valign="top">149.7</td>
<td align="center" valign="top">201.2</td>
<td align="center" valign="top">264.2</td>
<td align="center" valign="top">374.3</td>
</tr>
<tr>
<td align="left" valign="top">Total sugar (g)</td>
<td align="center" valign="top">15.8</td>
<td align="center" valign="top">47.4</td>
<td align="center" valign="top">74.8</td>
<td align="center" valign="top">105.9</td>
<td align="center" valign="top">184.2</td>
</tr>
<tr>
<td align="left" valign="top">Fiber (g)</td>
<td align="center" valign="top">4.2</td>
<td align="center" valign="top">8.4</td>
<td align="center" valign="top">12.0</td>
<td align="center" valign="top">16.9</td>
<td align="center" valign="top">25.4</td>
</tr>
<tr>
<td align="left" valign="top">Alcohol (g)</td>
<td align="center" valign="top">0.0</td>
<td align="center" valign="top">0.0</td>
<td align="center" valign="top">0.0</td>
<td align="center" valign="top">0.0</td>
<td align="center" valign="top">22.5</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Vitamin</td>
</tr>
<tr>
<td align="left" valign="top">Vitamin A (RE)<xref ref-type="table-fn" rid="tfn6"><sup>a</sup></xref> (&#x03BC;g)</td>
<td align="center" valign="top">9.7</td>
<td align="center" valign="top">102.9</td>
<td align="center" valign="top">223.2</td>
<td align="center" valign="top">406.0</td>
<td align="center" valign="top">757.2</td>
</tr>
<tr>
<td align="left" valign="top">Vitamin B1 (mg)</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">1.0</td>
<td align="center" valign="top">1.4</td>
<td align="center" valign="top">2.1</td>
<td align="center" valign="top">9.4</td>
</tr>
<tr>
<td align="left" valign="top">Vitamin B2 (mg)</td>
<td align="center" valign="top">0.6</td>
<td align="center" valign="top">1.0</td>
<td align="center" valign="top">1.5</td>
<td align="center" valign="top">2.1</td>
<td align="center" valign="top">4.2</td>
</tr>
<tr>
<td align="left" valign="top">Vitamin B3 (mg)</td>
<td align="center" valign="top">9.7</td>
<td align="center" valign="top">16.1</td>
<td align="center" valign="top">24.0</td>
<td align="center" valign="top">34.1</td>
<td align="center" valign="top">67.7</td>
</tr>
<tr>
<td align="left" valign="top">Vitamin B6 (mg)</td>
<td align="center" valign="top">0.7</td>
<td align="center" valign="top">1.2</td>
<td align="center" valign="top">1.7</td>
<td align="center" valign="top">2.6</td>
<td align="center" valign="top">29.5</td>
</tr>
<tr>
<td align="left" valign="top">Vitamin B12 (&#x03BC;g)</td>
<td align="center" valign="top">0.6</td>
<td align="center" valign="top">1.8</td>
<td align="center" valign="top">3.5</td>
<td align="center" valign="top">8.0</td>
<td align="center" valign="top">52.9</td>
</tr>
<tr>
<td align="left" valign="top">Vitamin C (mg)</td>
<td align="center" valign="top">5.2</td>
<td align="center" valign="top">26.3</td>
<td align="center" valign="top">67.8</td>
<td align="center" valign="top">135.7</td>
<td align="center" valign="top">271.1</td>
</tr>
<tr>
<td align="left" valign="top">Vitamin D (&#x03BC;g)</td>
<td align="center" valign="top">0.3</td>
<td align="center" valign="top">1.5</td>
<td align="center" valign="top">3.0</td>
<td align="center" valign="top">6.9</td>
<td align="center" valign="top">36.1</td>
</tr>
<tr>
<td align="left" valign="top">Vitamin K (&#x03BC;g)</td>
<td align="center" valign="top">13.7</td>
<td align="center" valign="top">36.2</td>
<td align="center" valign="top">65.8</td>
<td align="center" valign="top">125.1</td>
<td align="center" valign="top">223.4</td>
</tr>
<tr>
<td align="left" valign="top">Folate (&#x03BC;g)</td>
<td align="center" valign="top">129.3</td>
<td align="center" valign="top">234.9</td>
<td align="center" valign="top">325.3</td>
<td align="center" valign="top">469.1</td>
<td align="center" valign="top">708.9</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Minerals</td>
</tr>
<tr>
<td align="left" valign="top">Ca (mg)</td>
<td align="center" valign="top">176.6</td>
<td align="center" valign="top">358.8</td>
<td align="center" valign="top">565.7</td>
<td align="center" valign="top">903.8</td>
<td align="center" valign="top">1530.2</td>
</tr>
<tr>
<td align="left" valign="top">Mg (mg)</td>
<td align="center" valign="top">115.3</td>
<td align="center" valign="top">179.2</td>
<td align="center" valign="top">228.0</td>
<td align="center" valign="top">316.8</td>
<td align="center" valign="top">457.5</td>
</tr>
<tr>
<td align="left" valign="top">Fe (mg)</td>
<td align="center" valign="top">4.8</td>
<td align="center" valign="top">8.4</td>
<td align="center" valign="top">12.0</td>
<td align="center" valign="top">16.6</td>
<td align="center" valign="top">27.4</td>
</tr>
<tr>
<td align="left" valign="top">K (mg)</td>
<td align="center" valign="top">936.5</td>
<td align="center" valign="top">1522.3</td>
<td align="center" valign="top">2044.3</td>
<td align="center" valign="top">2893.0</td>
<td align="center" valign="top">4459.7</td>
</tr>
<tr>
<td align="left" valign="top">Zn (mg)</td>
<td align="center" valign="top">3.4</td>
<td align="center" valign="top">5.5</td>
<td align="center" valign="top">8.0</td>
<td align="center" valign="top">11.4</td>
<td align="center" valign="top">26.8</td>
</tr>
<tr>
<td align="left" valign="top">Cu (mg)</td>
<td align="center" valign="top">0.5</td>
<td align="center" valign="top">0.7</td>
<td align="center" valign="top">1.0</td>
<td align="center" valign="top">1.3</td>
<td align="center" valign="top">2.3</td>
</tr>
<tr>
<td align="left" valign="top">Na (mg)</td>
<td align="center" valign="top">1268.1</td>
<td align="center" valign="top">2137.3</td>
<td align="center" valign="top">2914.9</td>
<td align="center" valign="top">3881.4</td>
<td align="center" valign="top">5630.5</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn6"><label>a</label><p>RE, retinal equivalent. P5: 5th percentile; P25: 25th percentile; P75: 75th percentile: P95: 95th percentile.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The median daily intake of vitamin A was 223.2&#x202F;&#x03BC;g, with 228.8&#x202F;&#x03BC;g in males and 213.7&#x202F;&#x03BC;g in females. Males consumed vitamin C with a median of 67.0&#x202F;mg, while females consumed a median of 75.3&#x202F;mg. Regarding macrominerals, the median daily calcium intake was 565.7&#x202F;mg (639.1&#x202F;mg for males and 537.0&#x202F;mg for females), the median daily potassium intake was 2044.3&#x202F;mg (2054.9 mg for males and 2023.3 mg for females), and the median daily sodium intake was 2914.9&#x202F;mg (2960.6&#x202F;mg for males and 2900.7&#x202F;mg for females). As for microminerals, the median daily iron intake for males was 12.7&#x202F;mg, while the median iron intake for females was 11.7&#x202F;mg. For females under 50&#x202F;years old, the median daily iron intake was 12&#x202F;mg. Other vitamins and mineral intake amounts stratified by age are shown in <xref rid="SM1" ref-type="supplementary-material">Supplementary Table S4</xref>.</p>
</sec>
<sec sec-type="discussion" id="sec8">
<title>Discussion</title>
<p>Metabolic chronic diseases such as diabetes, hypertension, and obesity have become a burden on the healthcare system of the Federation of Saint Christopher and Nevis. The findings of this study can serve as a reference for the country in formulating dietary policies to promote the health of the population.</p>
<p>The results of this study show that the daily calorie intake of males was 1,801&#x202F;kcal and that of females was 1,689&#x202F;kcal. The daily calorie intake of males was only 70.6% of the recommended intake, while it was 88.9% in females. Overall, the collected calorie intake was low. According to the Caribbean population nutrition intake guidelines, the recommended daily caloric intake is 2,550&#x202F;kcal for males and 1,900&#x202F;kcal for females (<xref ref-type="bibr" rid="ref21">21</xref>). However, considering the high prevalence of overweight and obesity among the participants, this study likely underestimated their actual daily caloric intake. Several studies have revealed the underreporting of energy intake. BMI was identified the main predictor of underreporting (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>), and a subsequent systematic review found that individuals with a BMI more than 30 were more likely to underreport their food intake (<xref ref-type="bibr" rid="ref24">24</xref>). Nevertheless, 24-h dietary recalls exhibit less variation and a lower degree of underreporting compared to other dietary assessment methods (<xref ref-type="bibr" rid="ref25">25</xref>). The observed low caloric intake, which is inconsistent with high rates of overweight and obesity in Saint Kitts and Nevis, may be explained by the social desirability biases. The phenomenon has been studied previously. Social approval tendencies are reported to be more common in females, potentially influencing self-reported dietary intake (<xref ref-type="bibr" rid="ref26">26</xref>). We assume that our study may also be subject to this limitation.</p>
<p>Although caloric intake may have been underestimated, the imbalance in nutrient intake still reflects dietary issues within these populations. Compared with the Caribbean population nutrition intake guidelines (<xref ref-type="bibr" rid="ref21">21</xref>), we found that the carbohydrate intake was lower than the recommended level of 50% or more. The proportion of energy derived from protein met the recommended 15% of total caloric intake. However, fat consumption in both sexes exceeded the recommended level of 30%, with males consuming a higher amount of fat than females. Excessive fat consumption is particularly concerning because the majority of the population engages in little or no physical activity. These findings suggest a nutritional imbalance within this population, highlighting the need for future dietary guidelines to reduce the intake of high-fat foods. Fiber intake was below the WHO&#x2019;s daily recommendation of a minimum of 20&#x202F;g. In terms of vitamins, vitamin A intake was below the daily recommended intake of 500&#x202F;&#x03BC;g (females) or 600 &#x03BC;g (males), while vitamin B and the vitamin C met the daily recommended intake levels.</p>
<p>Vitamin A plays a crucial role in maintaining body functions such as vision, growth, immune function, and maintaining the integrity and survival of epithelial cells. Long-term low intake of vitamin A will lead to vitamin A deficiency (VAD), and it can cause a public health problem. Its deficiency can lead to xerophthalmia, including night blindness, corneal ulcer, and xerophthalmic fundus. This is due to poor regeneration of the visual pigment in retinal rod cells (<xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref28">28</xref>). A low vitamin A intake during pregnancy can lead to fetal anemia, impaired immune function and increased susceptibility to infections. VAD can negatively impact hematopoietic stem cells (<xref ref-type="bibr" rid="ref29">29</xref>). The World Health Organization (WHO) has recognized xerophthalmia as a public health problem (<xref ref-type="bibr" rid="ref30">30</xref>). This study demonstrates that the majority of respondents&#x2019; vitamin A intake falls below the recommended threshold of 500&#x202F;&#x03BC;g, indicating a potential risk of vitamin A deficiency within the population of this country. It is a fat-soluble vitamin that can only be obtained through diet and is primarily stored in the liver where it is not easily lost. Hence, it can be replenished by consuming foods rich in vitamin A or supplements to meet the needs for growth (<xref ref-type="bibr" rid="ref31">31</xref>).</p>
<p>Calcium intake was found to be below the recommended intake levels. The study results indicate that calcium intake in the country is lower than the recommended amount of 1,000&#x202F;mg. Adequate dietary calcium intake is essential for maintaining bone health and reduce the risk of osteopenia or osteoporosis (<xref ref-type="bibr" rid="ref32">32</xref>). Postmenopausal females experience rapid calcium loss, resulting in reduced bone density and an increased risk of fractures from falls. Therefore, it is recommended that females consume adequate calcium before menopause to help prevent bone density loss (<xref ref-type="bibr" rid="ref33">33</xref>, <xref ref-type="bibr" rid="ref34">34</xref>). There was also studies suggesting the association with calcium intake and lower blood pressure (<xref ref-type="bibr" rid="ref35">35</xref>), prevention of pre-eclampsia (<xref ref-type="bibr" rid="ref36">36</xref>), and reduced LDL cholesterol level (<xref ref-type="bibr" rid="ref37">37</xref>). Promoting the consumption of calcium-rich natural or calcium-fortified foods, and utilizing food processing techniques that enhance calcium content, may improve calcium intake (<xref ref-type="bibr" rid="ref38">38</xref>). Iron intake was also low, especially among premenopausal females, for whom the recommended level is 29.4 mg/day (<xref ref-type="bibr" rid="ref21">21</xref>). Vitamin D intake was also found to be below the recommended level of 5 &#x03BC;g/day or 10 &#x03BC;g/day (for those over 50 years old). Vitamin D plays a crucial role not only in bone mineralization but also in supporting neuromuscular function. In the Caribbean region, sunlight serves as the primary source of vitamin D for most individuals (<xref ref-type="bibr" rid="ref21">21</xref>). Therefore, individuals should be encouraged to engage in safe and adequate sun exposure to support vitamin D synthesis.</p>
<p>Both sexes consumed more sodium than the WHO&#x2019;s recommendation of 2,000&#x202F;mg/day, with males having higher sodium intake than females. On the other hand, potassium intake was found to be below the recommend levels. Overall, high sodium intake and obesity may be major factors contributing to the high prevalence of hypertension in the country. Excessive sodium intake and insufficient potassium intake are associated with hypertension and an increased risk of cardiovascular diseases (CVD) (<xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref40">40</xref>). In recent years, the sodium-to-potassium (Na-to-K) ratio has been recognized as a more reliable indicator for assessing CVD risk and CVD-related mortality than considering sodium or potassium intake alone (<xref ref-type="bibr" rid="ref41">41</xref>, <xref ref-type="bibr" rid="ref42">42</xref>). The WHO recommends limiting sodium intake to less than 2,000&#x202F;mg/day and ensuring potassium intake exceeds 3,510&#x202F;mg/day to maintain cardiovascular health, and the ideal Na-to-K ratio would be &#x2264; 1.0 (<xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref44">44</xref>). In this study, the median sodium intake in the country was 2914.9&#x202F;mg, while potassium intake was 2044.3&#x202F;mg, resulting in a sodium-to-potassium ratio of approximately 1.43, which is above the WHO&#x2019;s recommended value. The high hypertension prevalence was noted in the area. In the Eastern Caribbean, the prevalence of hypertension rises from 34.3% at age 40 to 82.9% in individuals aged over 70 years (<xref ref-type="bibr" rid="ref45">45</xref>). In Saint Kitts and Nevis, the age-standardized prevalence of hypertension among adults aged 30&#x2013;79&#x202F;years was 45%, exceeding the global average. Among those diagnosed with hypertension, 49% received treatment, but only 22% achieved adequate blood pressure control (<xref ref-type="bibr" rid="ref46">46</xref>). Therefore, our findings highlight the importance of adjusting electrolyte consumption in the country. Furthermore, the health behavior questionnaire indicated that more than half of the population in the country does not engage in regular exercise. Given these risk factors, including high blood pressure, a high sodium-to-potassium ratio, and a lack of regular physical activity, the risk of cardiovascular diseases and even death among the population is likely elevated.</p>
<p>There were limitations of the study. First, we observed a low reported caloric intake, which contradicts the high prevalence of overweight and obesity. A possible explanation is that participants may have provided inaccurate information to present themselves in a favorable light and conform to societal expectations. Second, the study investigated the individuals&#x2019; diet by recall method, which may introduce a recall bias and discrepancies with the actual intake. Future efforts should prioritize systematic evaluation and monitoring to improve the accuracy of dietary intake assessments in Saint Kitts and Nevis. Third, self-reported height and weight may be inaccurate. Several studies have investigated this issue, showing that males tend to overreport their height, while females tend to underreport their weight (<xref ref-type="bibr" rid="ref47">47</xref>). The high BMI of the respondents may have reported biases due to self-esteem issues or social pressure (<xref ref-type="bibr" rid="ref48">48</xref>). In other study conduct in Jamaica, females had higher actual mean BMI than males (<xref ref-type="bibr" rid="ref49">49</xref>). However, despite potential discrepancies between self-reported and measured BMI, a high prevalence of obesity was still observed in our study. Moreover, the identified nutritional intake imbalances underscore the need for dietary improvements at the national level. Finally, a formal sample size calculation was not performed due to resource limitations, as recruitment was relied on voluntary participation through clinics and community outreach. While the final sample of 212 participants&#x2014;over 0.5% of the adult population aged 18&#x2013;65 (estimated at 33,000)&#x2014;was proportionally drawn from all 14 parishes, the absence of a power analysis, the relatively small sample size, and the short data collection period may restrict the generalizability of our findings.</p>
<p>In conclusion, we evaluated the nutrition intake of the residents of the Federation of Saint Christopher and Nevis. We identified the types of nutrient deficiencies and imbalances prevalent among the population of the country. By clearly identifying nutrients that are under- or overconsumed, more targeted guidance can be provided for future nutritional recommendations. Specifically, fat and sodium intake should be reduced, while intake of potassium, calcium, iron, and vitamins A and D should be increased. The study findings support the Ministry of Health of Saint Kitts and Nevis in policy formulation and offer guidance for developing dietary programs to enhance population health.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec9">
<title>Data availability statement</title>
<p>The datasets presented in this article are not readily available because the data supporting the findings of this study are not publicly available due to confidentiality agreements. Requests to access the datasets should be directed to G-YS, <email>gysu@vghtpe.gov.tw</email>.</p>
</sec>
<sec sec-type="ethics-statement" id="sec10">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Ministry of Health of Saint Kitts and Nevis, the Interim Ethics Review Committee (IERC). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="sec11">
<title>Author contributions</title>
<p>J-HY: Data curation, Validation, Writing &#x2013; original draft. LM-D: Writing &#x2013; review &#x0026; editing, Formal analysis, Methodology. HL: Writing &#x2013; review &#x0026; editing, Formal analysis, Methodology. SI: Formal analysis, Methodology, Writing &#x2013; review &#x0026; editing. Y-FS: Writing &#x2013; review &#x0026; editing, Investigation, Project administration. YL: Writing &#x2013; review &#x0026; editing, Investigation, Project administration. L-XL: Investigation, Project administration, Writing &#x2013; review &#x0026; editing. S-YK: Investigation, Writing &#x2013; review &#x0026; editing, Project administration. H-WH: Writing &#x2013; review &#x0026; editing, Investigation, Project administration. C-MH: Supervision, Funding acquisition, Writing &#x2013; review &#x0026; editing. H-CC: Formal analysis, Validation, Writing &#x2013; review &#x0026; editing, Conceptualization. G-YS: Writing &#x2013; review &#x0026; editing, Supervision.</p>
</sec>
<sec sec-type="funding-information" id="sec12">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This work was funded primarily by the Capacity Building Project for the Prevention and Control of Metabolic Chronic Diseases in St. Kitts and Nevis (TH-120-2020-012), which was supported by the Ministry of Health, St. Kitts and Nevis; the International Cooperation and Development Fund (Taiwan ICDF), Taiwan, the Taipei Veterans General Hospital, Taipei City, Taiwan (V113C-166, V114C-177), and National Science and Technology Council, Taiwan (NSTC113-2314-B-075-007).</p>
</sec>
<ack>
<p>This study was conducted during the execution of the Capacity Building Project for the Prevention and Control of Metabolic Chronic Diseases in St. Kitts and Nevis, in collaboration with the Ministry of Health of Saint Kitts and Nevis. We would like to express our gratitude to the project assistants, Yi Lee, Lu-Xiang Lin and Hsueh-Wen Hsu, as well as the volunteer Shu-Yong Kang for their assistance. This study would not have achieved such fruitful results without their contributions. We are also grateful to Szu-Yuan Research Foundation of Internal Medicine, and Y.L. Lin Hung Tai Education Foundation for providing administrative, technical and funding support.</p>
</ack>
<sec sec-type="COI-statement" id="sec13">
<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 sec-type="ai-statement" id="sec14">
<title>Generative AI statement</title>
<p>The authors declare that no Gen AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="sec15">
<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="sec16">
<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/fnut.2025.1617389/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fnut.2025.1617389/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"/>
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<ref-list>
<title>References</title>
<ref id="ref1"><label>1.</label><citation citation-type="other"><person-group person-group-type="author"><collab id="coll1">World Health Organization</collab></person-group>. Health data overview for Saint Kitts and Nevis. Available online at: <ext-link xlink:href="https://data.who.int/countries/659" ext-link-type="uri">https://data.who.int/countries/659</ext-link> (Accessed January19, 2025).</citation></ref>
<ref id="ref2"><label>2.</label><citation citation-type="other"><person-group person-group-type="author"><collab id="coll2">The World Factbook</collab></person-group> Explore all countries&#x2013;Saint Kitts and Nevis. Available online at: <ext-link xlink:href="https://www.cia.gov/the-world-factbook/countries/saint-kitts-and-nevis/" ext-link-type="uri">https://www.cia.gov/the-world-factbook/countries/saint-kitts-and-nevis/</ext-link> (Accessed January19, 2025).</citation></ref>
<ref id="ref3"><label>3.</label><citation citation-type="other"><person-group person-group-type="author"><collab id="coll3">United Nations</collab></person-group>. About Small Island developing states: UN sustainable development platform. Available online at: <ext-link xlink:href="https://www.un.org/ohrlls/content/about-small-island-developing-states" ext-link-type="uri">https://www.un.org/ohrlls/content/about-small-island-developing-states</ext-link> (Accessed January19, 2025).</citation></ref>
<ref id="ref4"><label>4.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guell</surname> <given-names>C</given-names></name> <name><surname>Saint Ville</surname> <given-names>A</given-names></name> <name><surname>Anderson</surname> <given-names>SG</given-names></name> <name><surname>Murphy</surname> <given-names>MM</given-names></name> <name><surname>Iese</surname> <given-names>V</given-names></name> <name><surname>Kiran</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Small Island developing states: addressing the intersecting challenges of non-communicable diseases, food insecurity, and climate change</article-title>. <source>Lancet Diabetes Endocrinol</source>. (<year>2024</year>) <volume>12</volume>:<fpage>422</fpage>&#x2013;<lpage>32</lpage>. doi: <pub-id pub-id-type="doi">10.1016/s2213-8587(24)00100-1</pub-id>, PMID: <pub-id pub-id-type="pmid">38782517</pub-id></citation></ref>
<ref id="ref5"><label>5.</label><citation citation-type="book"><person-group person-group-type="author"><collab id="coll4">Food and Agricultural Organization</collab></person-group>. <source>The state of food and agriculture: Revealing the true cost of food to transform agrifood systems</source>. <publisher-loc>Rome</publisher-loc>: <publisher-name>Food and Agricultural Organization</publisher-name> (<year>2023</year>).</citation></ref>
<ref id="ref6"><label>6.</label><citation citation-type="book"><person-group person-group-type="author"><collab id="coll5">Food and Agriculture Organization of the United Nations</collab></person-group>. <source>Global action Programme on food security and nutrition in Small Island developing states</source>. <publisher-loc>Rome</publisher-loc>: <publisher-name>FAO</publisher-name> (<year>2017</year>).</citation></ref>
<ref id="ref7"><label>7.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Howitt</surname> <given-names>C</given-names></name> <name><surname>Brage</surname> <given-names>S</given-names></name> <name><surname>Hambleton</surname> <given-names>IR</given-names></name> <name><surname>Westgate</surname> <given-names>K</given-names></name> <name><surname>Samuels</surname> <given-names>TA</given-names></name> <name><surname>Rose</surname> <given-names>AM</given-names></name> <etal/></person-group>. <article-title>A cross-sectional study of physical activity and sedentary behaviours in a Caribbean population: combining objective and questionnaire data to guide future interventions</article-title>. <source>BMC Public Health</source>. (<year>2016</year>) <volume>16</volume>:<fpage>1036</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12889-016-3689-2</pub-id>, PMID: <pub-id pub-id-type="pmid">27716210</pub-id></citation></ref>
<ref id="ref8"><label>8.</label><citation citation-type="other"><person-group person-group-type="author"><collab id="coll6">World Health Organization</collab></person-group>. Noncommunicable disease surveillance, monitoring and reporting. Available online at <ext-link xlink:href="https://www.who.int/teams/noncommunicable-diseases/surveillance/data/profiles-ncd" ext-link-type="uri">https://www.who.int/teams/noncommunicable-diseases/surveillance/data/profiles-ncd</ext-link> (Accessed January 19, 2025).</citation></ref>
<ref id="ref9"><label>9.</label><citation citation-type="book"><person-group person-group-type="author"><collab id="coll7">Pan American Health Organization</collab></person-group>. <source>NCDs at a glance: NCD mortality and risk factor prevalence in the Americas</source>. <publisher-loc>Washington, D.C.</publisher-loc>: <publisher-name>PAHO</publisher-name> (<year>2019</year>).</citation></ref>
<ref id="ref10"><label>10.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Razzaghi</surname> <given-names>H</given-names></name> <name><surname>Martin</surname> <given-names>DN</given-names></name> <name><surname>Quesnel-Crooks</surname> <given-names>S</given-names></name> <name><surname>Hong</surname> <given-names>Y</given-names></name> <name><surname>Gregg</surname> <given-names>E</given-names></name> <name><surname>Andall-Brereton</surname> <given-names>G</given-names></name> <etal/></person-group>. <article-title>10-year trends in noncommunicable disease mortality in the Caribbean region</article-title>. <source>Rev Panam Salud Publica</source>. (<year>2019</year>) <volume>43</volume>:<fpage>e37</fpage>. doi: <pub-id pub-id-type="doi">10.26633/rpsp.2019.37</pub-id>, PMID: <pub-id pub-id-type="pmid">31093261</pub-id></citation></ref>
<ref id="ref11"><label>11.</label><citation citation-type="other"><person-group person-group-type="author"><collab id="coll8">Healthy Caribbean Coalition</collab></person-group>. NCDs in the Caribbean. Available online at: <ext-link xlink:href="https://www.healthycaribbean.org/ncds-in-the-caribbean/" ext-link-type="uri">https://www.healthycaribbean.org/ncds-in-the-caribbean/</ext-link> (Accessed January 19, 2025).</citation></ref>
<ref id="ref12"><label>12.</label><citation citation-type="other"><person-group person-group-type="author"><collab id="coll9">Caribbean Public Health Agency</collab></person-group>. State of public health report (<year>2019</year>). Available online at: <ext-link xlink:href="https://www.carpha.org/Portals/0/Publications/CARPHA-State-of-Public-Health-Report-2019.pdf" ext-link-type="uri">https://www.carpha.org/Portals/0/Publications/CARPHA-State-of-Public-Health-Report-2019.pdf</ext-link> (Accessed January 19, 2025).</citation></ref>
<ref id="ref13"><label>13.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xiao</surname> <given-names>B</given-names></name> <name><surname>Huang</surname> <given-names>J</given-names></name> <name><surname>Chen</surname> <given-names>L</given-names></name> <name><surname>Lin</surname> <given-names>Y</given-names></name> <name><surname>Luo</surname> <given-names>J</given-names></name> <name><surname>Chen</surname> <given-names>H</given-names></name> <etal/></person-group>. <article-title>Ultra-processed food consumption and the risk of incident chronic kidney disease: a systematic review and meta-analysis of cohort studies</article-title>. <source>Ren Fail</source>. (<year>2024</year>) <volume>46</volume>:<fpage>2306224</fpage>. doi: <pub-id pub-id-type="doi">10.1080/0886022x.2024.2306224</pub-id>, PMID: <pub-id pub-id-type="pmid">38345016</pub-id></citation></ref>
<ref id="ref14"><label>14.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lane</surname> <given-names>MM</given-names></name> <name><surname>Davis</surname> <given-names>JA</given-names></name> <name><surname>Beattie</surname> <given-names>S</given-names></name> <name><surname>G&#x00F3;mez-Donoso</surname> <given-names>C</given-names></name> <name><surname>Loughman</surname> <given-names>A</given-names></name> <name><surname>O'Neil</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>Ultraprocessed food and chronic noncommunicable diseases: a systematic review and meta-analysis of 43 observational studies</article-title>. <source>Obes Rev</source>. (<year>2021</year>) <volume>22</volume>:<fpage>e13146</fpage>. doi: <pub-id pub-id-type="doi">10.1111/obr.13146</pub-id>, PMID: <pub-id pub-id-type="pmid">33167080</pub-id></citation></ref>
<ref id="ref15"><label>15.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Salvador Castell</surname> <given-names>G</given-names></name> <name><surname>Serra-Majem</surname> <given-names>L</given-names></name> <name><surname>Ribas-Barba</surname> <given-names>L</given-names></name></person-group>. <article-title>What and how much do we eat? 24-hour dietary recall method</article-title>. <source>Nutr Hosp</source>. (<year>2015</year>) <volume>31</volume>:<fpage>46</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.3305/nh.2015.31.sup3.8750</pub-id></citation></ref>
<ref id="ref16"><label>16.</label><citation citation-type="book"><person-group person-group-type="author"><name><surname>Crispim</surname> <given-names>SP</given-names></name> <name><surname>Granderson</surname> <given-names>I</given-names></name> <name><surname>Matthew-Duncan</surname> <given-names>L</given-names></name> <name><surname>Charrondi&#x00E8;re</surname> <given-names>UR</given-names></name> <name><surname>Jean</surname> <given-names>F</given-names></name> <name><surname>Hutchinson</surname> <given-names>S</given-names></name></person-group>. <source>Manual of food portion quantification &#x2013; Saint Kitts and Nevis</source>. <publisher-loc>Bridgetown</publisher-loc>: <publisher-name>FAO</publisher-name> (<year>2021</year>).</citation></ref>
<ref id="ref17"><label>17.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Subar</surname> <given-names>AF</given-names></name> <name><surname>Crafts</surname> <given-names>J</given-names></name> <name><surname>Zimmerman</surname> <given-names>TP</given-names></name> <name><surname>Wilson</surname> <given-names>M</given-names></name> <name><surname>Mittl</surname> <given-names>B</given-names></name> <name><surname>Islam</surname> <given-names>NG</given-names></name> <etal/></person-group>. <article-title>Assessment of the accuracy of portion size reports using computer-based food photographs aids in the development of an automated self-administered 24-hour recall</article-title>. <source>J Am Diet Assoc</source>. (<year>2010</year>) <volume>110</volume>:<fpage>55</fpage>&#x2013;<lpage>64</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jada.2009.10.007</pub-id>, PMID: <pub-id pub-id-type="pmid">20102828</pub-id></citation></ref>
<ref id="ref18"><label>18.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>P&#x00E9;rez Rodrigo</surname> <given-names>C</given-names></name> <name><surname>Aranceta</surname> <given-names>J</given-names></name> <name><surname>Salvador</surname> <given-names>G</given-names></name> <name><surname>Varela-Moreiras</surname> <given-names>G</given-names></name></person-group>. <article-title>Food frequency questionnaires</article-title>. <source>Nutr Hosp</source>. (<year>2015</year>) <volume>31</volume>:<fpage>49</fpage>&#x2013;<lpage>56</lpage>. doi: <pub-id pub-id-type="doi">10.3305/nh.2015.31.sup3.8751</pub-id></citation></ref>
<ref id="ref19"><label>19.</label><citation citation-type="other"><person-group person-group-type="author"><collab id="coll10">World Health Organization (WHO)</collab></person-group>. Obesity and overweight. Available online at: <ext-link xlink:href="https://www.who.int/news-room/fact-sheets/detail/obesity-and-overweight" ext-link-type="uri">https://www.who.int/news-room/fact-sheets/detail/obesity-and-overweight</ext-link> (Accessed January 19, 2025).</citation></ref>
<ref id="ref20"><label>20.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>An</surname> <given-names>R</given-names></name> <name><surname>Ji</surname> <given-names>M</given-names></name></person-group>. <article-title>Building machine learning models to correct self-reported anthropometric measures</article-title>. <source>J Public Health Manag Pract</source>. (<year>2023</year>) <volume>29</volume>:<fpage>671</fpage>&#x2013;<lpage>4</lpage>. doi: <pub-id pub-id-type="doi">10.1097/phh.0000000000001769</pub-id>, PMID: <pub-id pub-id-type="pmid">37131277</pub-id></citation></ref>
<ref id="ref21"><label>21.</label><citation citation-type="book"><person-group person-group-type="author"><collab id="coll11">Pan American Health Organization</collab></person-group>. <source>Recommended nutrient intakes and population nutrient intake goals for the Caribbean</source>. <publisher-loc>Washington, D.C.</publisher-loc>: <publisher-name>Pan American Health Organization</publisher-name> (<year>2020</year>).</citation></ref>
<ref id="ref22"><label>22.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Johansson</surname> <given-names>G</given-names></name> <name><surname>Wikman</surname> <given-names>A</given-names></name> <name><surname>Ahr&#x00E9;n</surname> <given-names>AM</given-names></name> <name><surname>Hallmans</surname> <given-names>G</given-names></name> <name><surname>Johansson</surname> <given-names>I</given-names></name></person-group>. <article-title>Underreporting of energy intake in repeated 24-hour recalls related to gender, age, weight status, day of interview, educational level, reported food intake, smoking habits and area of living</article-title>. <source>Public Health Nutr</source>. (<year>2001</year>) <volume>4</volume>:<fpage>919</fpage>&#x2013;<lpage>27</lpage>. doi: <pub-id pub-id-type="doi">10.1079/phn2001124</pub-id>, PMID: <pub-id pub-id-type="pmid">11527517</pub-id></citation></ref>
<ref id="ref23"><label>23.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Orcholski</surname> <given-names>L</given-names></name> <name><surname>Luke</surname> <given-names>A</given-names></name> <name><surname>Plange-Rhule</surname> <given-names>J</given-names></name> <name><surname>Bovet</surname> <given-names>P</given-names></name> <name><surname>Forrester</surname> <given-names>TE</given-names></name> <name><surname>Lambert</surname> <given-names>EV</given-names></name> <etal/></person-group>. <article-title>Under-reporting of dietary energy intake in five populations of the African diaspora</article-title>. <source>Br J Nutr</source>. (<year>2015</year>) <volume>113</volume>:<fpage>464</fpage>&#x2013;<lpage>72</lpage>. doi: <pub-id pub-id-type="doi">10.1017/s000711451400405x</pub-id>, PMID: <pub-id pub-id-type="pmid">25585294</pub-id></citation></ref>
<ref id="ref24"><label>24.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wehling</surname> <given-names>H</given-names></name> <name><surname>Lusher</surname> <given-names>J</given-names></name></person-group>. <article-title>People with a body mass index &#x2A7E;30 under-report their dietary intake: a systematic review</article-title>. <source>J Health Psychol</source>. (<year>2019</year>) <volume>24</volume>:<fpage>2042</fpage>&#x2013;<lpage>59</lpage>. doi: <pub-id pub-id-type="doi">10.1177/1359105317714318</pub-id>, PMID: <pub-id pub-id-type="pmid">28810493</pub-id></citation></ref>
<ref id="ref25"><label>25.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Burrows</surname> <given-names>TL</given-names></name> <name><surname>Ho</surname> <given-names>YY</given-names></name> <name><surname>Rollo</surname> <given-names>ME</given-names></name> <name><surname>Collins</surname> <given-names>CE</given-names></name></person-group>. <article-title>Validity of dietary assessment methods when compared to the method of doubly labeled water: a systematic review in adults</article-title>. <source>Front Endocrinol (Lausanne)</source>. (<year>2019</year>) <volume>10</volume>:<fpage>850</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fendo.2019.00850</pub-id>, PMID: <pub-id pub-id-type="pmid">31920966</pub-id></citation></ref>
<ref id="ref26"><label>26.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tang</surname> <given-names>JS</given-names></name> <name><surname>Haslam</surname> <given-names>RL</given-names></name> <name><surname>Ashton</surname> <given-names>LM</given-names></name> <name><surname>Fenton</surname> <given-names>S</given-names></name> <name><surname>Collins</surname> <given-names>CE</given-names></name></person-group>. <article-title>Gender differences in social desirability and approval biases, and associations with diet quality in young adults</article-title>. <source>Appetite</source>. (<year>2022</year>) <volume>175</volume>:<fpage>106035</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.appet.2022.106035</pub-id>, PMID: <pub-id pub-id-type="pmid">35405222</pub-id></citation></ref>
<ref id="ref27"><label>27.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gilbert</surname> <given-names>C</given-names></name></person-group>. <article-title>The eye signs of vitamin a deficiency</article-title>. <source>Community Eye Health</source>. (<year>2013</year>) <volume>26</volume>:<fpage>66</fpage>&#x2013;<lpage>7</lpage>. PMID: <pub-id pub-id-type="pmid">24782581</pub-id></citation></ref>
<ref id="ref28"><label>28.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Saari</surname> <given-names>JC</given-names></name></person-group>. <article-title>Vitamin a and vision</article-title>. <source>Subcell Biochem</source>. (<year>2016</year>) <volume>81</volume>:<fpage>231</fpage>&#x2013;<lpage>59</lpage>. doi: <pub-id pub-id-type="doi">10.1007/978-94-024-0945-1_9</pub-id>, PMID: <pub-id pub-id-type="pmid">27830507</pub-id></citation></ref>
<ref id="ref29"><label>29.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ishaq</surname> <given-names>MU</given-names></name> <name><surname>Kunwar</surname> <given-names>D</given-names></name> <name><surname>Qadeer</surname> <given-names>A</given-names></name> <name><surname>Komel</surname> <given-names>A</given-names></name> <name><surname>Safi</surname> <given-names>A</given-names></name> <name><surname>Malik</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>Effect of vitamin a on maternal, fetal, and neonatal outcomes: An overview of deficiency, excessive intake, and intake recommendations</article-title>. <source>Nutr Clin Pract</source>. (<year>2024</year>) <volume>39</volume>:<fpage>373</fpage>&#x2013;<lpage>84</lpage>. doi: <pub-id pub-id-type="doi">10.1002/ncp.11096</pub-id>, PMID: <pub-id pub-id-type="pmid">38030585</pub-id></citation></ref>
<ref id="ref30"><label>30.</label><citation citation-type="other"><person-group person-group-type="author"><collab id="coll12">WHO</collab></person-group>. <source>Global prevalence of vitamin a deficiency in populations at risk 1995&#x2013;2005. WHO global database on vitamin a deficiency</source>. <publisher-loc>Geneva</publisher-loc>: <publisher-name>World Health Organization</publisher-name>; (<year>2009</year>). Available online at: <ext-link xlink:href="http://whqlibdoc.who.int/publications/2009/9789241598019_eng.pdf" ext-link-type="uri">http://whqlibdoc.who.int/publications/2009/9789241598019_eng.pdf</ext-link> (Accessed June 17, 2025).</citation></ref>
<ref id="ref31"><label>31.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Karlsson</surname> <given-names>O</given-names></name> <name><surname>Kim</surname> <given-names>R</given-names></name> <name><surname>Hasman</surname> <given-names>A</given-names></name> <name><surname>Subramanian</surname> <given-names>SV</given-names></name></person-group>. <article-title>Consumption of vitamin-A-rich foods and vitamin a supplementation for children under two years old in 51 low- and middle-income countries</article-title>. <source>Nutrients</source>. (<year>2021</year>) <volume>14</volume>:<fpage>188</fpage>. doi: <pub-id pub-id-type="doi">10.3390/nu14010188</pub-id>, PMID: <pub-id pub-id-type="pmid">35011064</pub-id></citation></ref>
<ref id="ref32"><label>32.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shlisky</surname> <given-names>J</given-names></name> <name><surname>Mandlik</surname> <given-names>R</given-names></name> <name><surname>Askari</surname> <given-names>S</given-names></name> <name><surname>Abrams</surname> <given-names>S</given-names></name> <name><surname>Belizan</surname> <given-names>JM</given-names></name> <name><surname>Bourassa</surname> <given-names>MW</given-names></name> <etal/></person-group>. <article-title>Calcium deficiency worldwide: prevalence of inadequate intakes and associated health outcomes</article-title>. <source>Ann N Y Acad Sci</source>. (<year>2022</year>) <volume>1512</volume>:<fpage>10</fpage>&#x2013;<lpage>28</lpage>. doi: <pub-id pub-id-type="doi">10.1111/nyas.14758</pub-id>, PMID: <pub-id pub-id-type="pmid">35247225</pub-id></citation></ref>
<ref id="ref33"><label>33.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Finkelstein</surname> <given-names>JS</given-names></name> <name><surname>Brockwell</surname> <given-names>SE</given-names></name> <name><surname>Mehta</surname> <given-names>V</given-names></name> <name><surname>Greendale</surname> <given-names>GA</given-names></name> <name><surname>Sowers</surname> <given-names>MR</given-names></name> <name><surname>Ettinger</surname> <given-names>B</given-names></name> <etal/></person-group>. <article-title>Bone mineral density changes during the menopause transition in a multiethnic cohort of women</article-title>. <source>J Clin Endocrinol Metab</source>. (<year>2008</year>) <volume>93</volume>:<fpage>861</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1210/jc.2007-1876</pub-id>, PMID: <pub-id pub-id-type="pmid">18160467</pub-id></citation></ref>
<ref id="ref34"><label>34.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hill</surname> <given-names>DD</given-names></name> <name><surname>Cauley</surname> <given-names>JA</given-names></name> <name><surname>Bunker</surname> <given-names>CH</given-names></name> <name><surname>Baker</surname> <given-names>CE</given-names></name> <name><surname>Patrick</surname> <given-names>AL</given-names></name> <name><surname>Beckles</surname> <given-names>GLA</given-names></name> <etal/></person-group>. <article-title>Correlates of bone mineral density among postmenopausal women of African Caribbean ancestry: Tobago women's health study</article-title>. <source>Bone</source>. (<year>2008</year>) <volume>43</volume>:<fpage>156</fpage>&#x2013;<lpage>61</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.bone.2008.03.005</pub-id></citation></ref>
<ref id="ref35"><label>35.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cormick</surname> <given-names>G</given-names></name> <name><surname>Ciapponi</surname> <given-names>A</given-names></name> <name><surname>Cafferata</surname> <given-names>ML</given-names></name> <name><surname>Beliz&#x00E1;n</surname> <given-names>JM</given-names></name></person-group>. <article-title>Calcium supplementation for prevention of primary hypertension</article-title>. <source>Cochrane Database Syst Rev</source>. (<year>2015</year>) <volume>2015</volume>:<fpage>CD010037</fpage>. doi: <pub-id pub-id-type="doi">10.1002/14651858.CD010037.pub2</pub-id>, PMID: <pub-id pub-id-type="pmid">26126003</pub-id></citation></ref>
<ref id="ref36"><label>36.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Omotayo</surname> <given-names>MO</given-names></name> <name><surname>Martin</surname> <given-names>SL</given-names></name> <name><surname>Stoltzfus</surname> <given-names>RJ</given-names></name> <name><surname>Ortolano</surname> <given-names>SE</given-names></name> <name><surname>Mwanga</surname> <given-names>E</given-names></name> <name><surname>Dickin</surname> <given-names>KL</given-names></name></person-group>. <article-title>With adaptation, the WHO guidelines on calcium supplementation for prevention of pre-eclampsia are adopted by pregnant women</article-title>. <source>Matern Child Nutr</source>. (<year>2018</year>) <volume>14</volume>:<fpage>e12521</fpage>. doi: <pub-id pub-id-type="doi">10.1111/mcn.12521</pub-id>, PMID: <pub-id pub-id-type="pmid">29193667</pub-id></citation></ref>
<ref id="ref37"><label>37.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cormick</surname> <given-names>G</given-names></name> <name><surname>Beliz&#x00E1;n</surname> <given-names>JM</given-names></name></person-group>. <article-title>Calcium intake and health</article-title>. <source>Nutrients</source>. (<year>2019</year>) <volume>11</volume>:<fpage>1606</fpage>. doi: <pub-id pub-id-type="doi">10.3390/nu11071606</pub-id>, PMID: <pub-id pub-id-type="pmid">31311164</pub-id></citation></ref>
<ref id="ref38"><label>38.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bourassa</surname> <given-names>MW</given-names></name> <name><surname>Abrams</surname> <given-names>SA</given-names></name> <name><surname>Beliz&#x00E1;n</surname> <given-names>JM</given-names></name> <name><surname>Boy</surname> <given-names>E</given-names></name> <name><surname>Cormick</surname> <given-names>G</given-names></name> <name><surname>Quijano</surname> <given-names>CD</given-names></name> <etal/></person-group>. <article-title>Interventions to improve calcium intake through foods in populations with low intake</article-title>. <source>Ann N Y Acad Sci</source>. (<year>2022</year>) <volume>1511</volume>:<fpage>40</fpage>&#x2013;<lpage>58</lpage>. doi: <pub-id pub-id-type="doi">10.1111/nyas.14743</pub-id>, PMID: <pub-id pub-id-type="pmid">35103316</pub-id></citation></ref>
<ref id="ref39"><label>39.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aburto</surname> <given-names>NJ</given-names></name> <name><surname>Ziolkovska</surname> <given-names>A</given-names></name> <name><surname>Hooper</surname> <given-names>L</given-names></name> <name><surname>Elliott</surname> <given-names>P</given-names></name> <name><surname>Cappuccio</surname> <given-names>FP</given-names></name> <name><surname>Meerpohl</surname> <given-names>JJ</given-names></name></person-group>. <article-title>Effect of lower sodium intake on health: systematic review and meta-analyses</article-title>. <source>BMJ</source>. (<year>2013</year>) <volume>346</volume>:<fpage>f1326</fpage>. doi: <pub-id pub-id-type="doi">10.1136/bmj.f1326</pub-id>, PMID: <pub-id pub-id-type="pmid">23558163</pub-id></citation></ref>
<ref id="ref40"><label>40.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vulin</surname> <given-names>M</given-names></name> <name><surname>Magu&#x0161;i&#x0107;</surname> <given-names>L</given-names></name> <name><surname>Metzger</surname> <given-names>AM</given-names></name> <name><surname>Muller</surname> <given-names>A</given-names></name> <name><surname>Drenjan&#x010D;evi&#x0107;</surname> <given-names>I</given-names></name> <name><surname>Juki&#x0107;</surname> <given-names>I</given-names></name> <etal/></person-group>. <article-title>Sodium-to-potassium ratio as an Indicator of diet quality in healthy pregnant women</article-title>. <source>Nutrients</source>. (<year>2022</year>) <volume>14</volume>:<fpage>14</fpage>. doi: <pub-id pub-id-type="doi">10.3390/nu14235052</pub-id>, PMID: <pub-id pub-id-type="pmid">36501082</pub-id></citation></ref>
<ref id="ref41"><label>41.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Iwahori</surname> <given-names>T</given-names></name> <name><surname>Miura</surname> <given-names>K</given-names></name> <name><surname>Ueshima</surname> <given-names>H</given-names></name></person-group>. <article-title>Time to consider use of the sodium-to-potassium ratio for practical sodium reduction and potassium increase</article-title>. <source>Nutrients</source>. (<year>2017</year>) <volume>9</volume>:<fpage>700</fpage>. doi: <pub-id pub-id-type="doi">10.3390/nu9070700</pub-id>, PMID: <pub-id pub-id-type="pmid">28678188</pub-id></citation></ref>
<ref id="ref42"><label>42.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bailey</surname> <given-names>RL</given-names></name> <name><surname>Parker</surname> <given-names>EA</given-names></name> <name><surname>Rhodes</surname> <given-names>DG</given-names></name> <name><surname>Goldman</surname> <given-names>JD</given-names></name> <name><surname>Clemens</surname> <given-names>JC</given-names></name> <name><surname>Moshfegh</surname> <given-names>AJ</given-names></name> <etal/></person-group>. <article-title>Estimating sodium and potassium intakes and their ratio in the American diet: data from the 2011-2012 NHANES</article-title>. <source>J Nutr</source>. (<year>2015</year>) <volume>146</volume>:<fpage>745</fpage>&#x2013;<lpage>50</lpage>. doi: <pub-id pub-id-type="doi">10.3945/jn.115.221184</pub-id>, PMID: <pub-id pub-id-type="pmid">26962185</pub-id></citation></ref>
<ref id="ref43"><label>43.</label><citation citation-type="book"><person-group person-group-type="author"><collab id="coll13">WHO</collab></person-group>. <source>Guideline: sodium intake for adults and children</source>. <publisher-loc>Geneva</publisher-loc>: <publisher-name>World Health Organization (WHO)</publisher-name> (<year>2012</year>).</citation></ref>
<ref id="ref44"><label>44.</label><citation citation-type="book"><person-group person-group-type="author"><collab id="coll14">WHO</collab></person-group>. <source>Guideline: potassium intake for adults and children</source>. <publisher-loc>Geneva</publisher-loc>: <publisher-name>World Health Organization (WHO)</publisher-name> (<year>2012</year>).</citation></ref>
<ref id="ref45"><label>45.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oladele</surname> <given-names>CR</given-names></name> <name><surname>Miller</surname> <given-names>MI</given-names></name> <name><surname>Adams</surname> <given-names>OP</given-names></name> <name><surname>Maharaj</surname> <given-names>RG</given-names></name> <name><surname>Nazario</surname> <given-names>CM</given-names></name> <name><surname>Nunez</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Sociodemographic correlates of hypertension prevalence, awareness, and control in the eastern Caribbean</article-title>. <source>Lancet Reg Health Am</source>. (<year>2025</year>) <volume>43</volume>:<fpage>101012</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.lana.2025.101012</pub-id>, PMID: <pub-id pub-id-type="pmid">40093852</pub-id></citation></ref>
<ref id="ref46"><label>46.</label><citation citation-type="other"><person-group person-group-type="author"><collab id="coll15">WHO</collab></person-group>. Hypertension Saint Kitts and Nevis 2023 country profile. Available online at: <ext-link xlink:href="https://www.who.int/publications/m/item/hypertension-kna-2023-country-profile" ext-link-type="uri">https://www.who.int/publications/m/item/hypertension-kna-2023-country-profile</ext-link> (Accessed June 16, 2025).</citation></ref>
<ref id="ref47"><label>47.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ko</surname> <given-names>Y</given-names></name> <name><surname>Choi</surname> <given-names>S</given-names></name> <name><surname>Won</surname> <given-names>J</given-names></name> <name><surname>Lee</surname> <given-names>YK</given-names></name> <name><surname>Kim</surname> <given-names>DH</given-names></name> <name><surname>Lee</surname> <given-names>SK</given-names></name></person-group>. <article-title>Differences in accuracy of height, weight, and body mass index between self-reported and measured using the 2018 Korea community health survey data</article-title>. <source>Epidemiol Health</source>. (<year>2022</year>) <volume>44</volume>:<fpage>e2022024</fpage>. doi: <pub-id pub-id-type="doi">10.4178/epih.e2022024</pub-id>, PMID: <pub-id pub-id-type="pmid">35209710</pub-id></citation></ref>
<ref id="ref48"><label>48.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fayyaz</surname> <given-names>K</given-names></name> <name><surname>Bataineh</surname> <given-names>MF</given-names></name> <name><surname>Ali</surname> <given-names>HI</given-names></name> <name><surname>Al-Nawaiseh</surname> <given-names>AM</given-names></name> <name><surname>Al-Rifai</surname> <given-names>RH</given-names></name> <name><surname>Shahbaz</surname> <given-names>HM</given-names></name></person-group>. <article-title>Validity of measured vs. self-reported weight and height and practical considerations for enhancing reliability in clinical and epidemiological studies: a systematic review</article-title>. <source>Nutrients</source>. (<year>2024</year>) <volume>16</volume>:<fpage>1704</fpage>. doi: <pub-id pub-id-type="doi">10.3390/nu16111704</pub-id>, PMID: <pub-id pub-id-type="pmid">38892637</pub-id></citation></ref>
<ref id="ref49"><label>49.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barrett</surname> <given-names>SC</given-names></name> <name><surname>Huffman</surname> <given-names>FG</given-names></name></person-group>. <article-title>Comparison of self-perceived weight and desired weight versus actual body mass index among adolescents in Jamaica</article-title>. <source>Rev Panam Salud Publica</source>. (<year>2011</year>) <volume>29</volume>:<fpage>267</fpage>&#x2013;<lpage>76</lpage>. doi: <pub-id pub-id-type="doi">10.1590/s1020-49892011000400008</pub-id>, PMID: <pub-id pub-id-type="pmid">21603772</pub-id></citation></ref>
</ref-list>
</back>
</article>