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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.2025.1534195</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>Changes in the nutrient composition of top-selling packaged foods and beverages in Colombia between 2016 to 2021</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Forero</surname> <given-names>Luis Carlos</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>G&#x00F3;mez</surname> <given-names>Luis F.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Mora-Plazas</surname> <given-names>Mercedes</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Parra-Murillo</surname> <given-names>Mar&#x00ED;a</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Toquica</surname> <given-names>Sara</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Taillie</surname> <given-names>Lindsey Smith</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Departamento de Nutrici&#x00F3;n Humana, Universidad Nacional de Colombia</institution>, <addr-line>Bogot&#x00E1;</addr-line>, <country>Colombia</country></aff>
<aff id="aff2"><sup>2</sup><institution>Facultad de Medicina, Pontificia Universidad Javeriana, Hospital Universitario San Ignacio</institution>, <addr-line>Bogot&#x00E1;</addr-line>, <country>Colombia</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill</institution>, <addr-line>Chapel Hill, NC</addr-line>, <country>United States</country></aff>
<aff id="aff4"><sup>4</sup><institution>Universidad Nacional de Colombia</institution>, <addr-line>Bogot&#x00E1;</addr-line>, <country>Colombia</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Nutrition, Gillings School of Public Health, University of North Carolina at Chapel Hill</institution>, <addr-line>Chapel Hill, NC</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Rosa Casas Rodriguez, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Spain</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Tafere G. Belay, Central Washington University, United States</p>
<p>Rodica Siminiuc, Technical University of Moldova, Moldova</p>
<p>Sabina L&#x00F3;pez Toledo, Sierra Sur University, Mexico</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Luis Carlos Forero, <email>lcforerob@unal.edu.co</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>11</day>
<month>02</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1534195</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>01</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Forero, G&#x00F3;mez, Mora-Plazas, Parra-Murillo, Toquica and Taillie.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Forero, G&#x00F3;mez, Mora-Plazas, Parra-Murillo, Toquica and Taillie</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>Introduction</title>
<p>In 2022, the Colombian government approved a law requiring by 2024 the use of Front of Package octagonal warning labels in food products with an excess of nutrients of concern for chronic disease, including sodium, sugar, saturated fat, and trans-fat, as well as non-nutritive sweeteners (NNS). In addition, the government began 2023 by applying a 10% tax on sugar-sweetened beverages and foods that also had warning labels for sodium, sugar and saturated fat. This tax increased to 15% in 2024 and to $20% in 2025. While a previous study examined the changes in the nutritional composition of beverage and food products offered in Colombia between 2016 and 2018, it is necessary to update this information to understand whether the industry anticipated labeling and tax regulations by reformulating products.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>This study carried out a comparison of the content of selected nutrients of concern and non-nutritive sweeteners (NNS) from the nutritional panels of 164 matched pairs of packaged foods and beverages from the top selling brands in Colombia in 2021 compared to 2016. McNemar&#x2019;s test for paired data was used to evaluate changes in the proportion of each of the critical nutrients and NNS to be regulated.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>There were no significant changes in sodium, saturated fat, trans fat, or free sugar in foods or beverages prior to policy implementation. However, there was a significant increase in the presence of NNS in beverages, during this pre-policy period from 32 to 59%.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>These findings suggest that changes in nutrient composition of packaged foods and beverages had been marginal before the implementation of the tax and warning labeling laws.</p>
</sec>
</abstract>
<kwd-group>
<kwd>noncommunicable disease prevention</kwd>
<kwd>Latin America</kwd>
<kwd>food policy</kwd>
<kwd>food labeling</kwd>
<kwd>food supply</kwd>
<kwd>Colombia</kwd>
</kwd-group>
<contract-sponsor id="cn1">Bloomberg Philanthropies<named-content content-type="fundref-id">10.13039/100015283</named-content></contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="27"/>
<page-count count="7"/>
<word-count count="4484"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Nutritional Epidemiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<label>1</label>
<title>Introduction</title>
<p>Unhealthy dietary patterns, such as the consumption of ultra-processed foods and beverages (UPFs), are a leading risk factor for death and a significant burden of disease in Colombia (<xref ref-type="bibr" rid="ref1">1</xref>). The UPFs are packaged or ready to eat products characterized by being high in energy density, sodium, added sugar, and saturated fats, while being low in dietary fiber, protein, vitamins, and minerals (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref3">3</xref>). Consistent evidence shows that regular consumption of UPFs increases the risk of obesity, hypertension, cardiovascular diseases, and type 2 diabetes, among other noncommunicable diseases (NCDs) (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref5">5</xref>).</p>
<p>In Colombia, the consumption of UPFs, particulary those high in sugar, sodium, and saturated fat, has increased concomitantly with the prevalence of overweight, obesity, and other diet related NCDs. According to the National Nutritional Situation Survey (ENSIN) of Colombia, between 2010 and 2015, the prevalence of overweight and obesity increased by 5.2 percentage points in adults (18&#x2013;64&#x202F;years), 2.4 in adolescents (13&#x2013;17&#x202F;years) and 5.6 in school children (5&#x2013;12&#x202F;years) (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref7">7</xref>). In addition, the PURE cohort study reported a high prevalence of hypertension in Colombian adults aged 35&#x2013;70 (37.4%) (<xref ref-type="bibr" rid="ref8">8</xref>).</p>
<p>To address this growing concern about diet-related NCDs, in 2021, the Ministry of Health of Colombia implemented the mandatory use of circular warning labels in food products with an excess of nutrients of concern, including sodium, sugar, saturated fat. In 2022, this policy was replaced by a system of octagonal warning labels on foods with excessive sodium, sugar, saturated fat and trans fat, as well as non-nutritive sweeteners (NNS), required by 2024. In November 2023 the Colombian government also implemented a 10% tax on sugary drinks and foods high in sugar, sodium and saturated fats, with final 20% tax levels and nutrient thresholds to be implemented in 2025. These policies are likely to prompt reformulation, as companies are incentivized to cut sugar, sodium, saturated fat, and other nutrients of concern to avoid being subject to the tax or warning labels. However, evidence about anticipatory reformulation is mixed. For example, in Chile, it was found that there was little or no reformulation by the industry before to the implementation of a regulation (<xref ref-type="bibr" rid="ref9">9</xref>).</p>
<p>One major question relating to these measures is the extent to which they incentivize the reduction of nutrients of concern to avoid regulation (<xref ref-type="bibr" rid="ref10 ref11 ref12">10&#x2013;12</xref>). The industry promotes reformulation as a process that makes food products healthier for consumers, contributing to the prevention of NCDs related to food and dietary patterns (<xref ref-type="bibr" rid="ref9">9</xref>). In this sense, the main objective of reformulation is changing the composition of UPFs without modifying dietary patterns (<xref ref-type="bibr" rid="ref10">10</xref>). For example, sodium reduction is a cost-effective intervention to diminish the negative impact of high blood pressure (<xref ref-type="bibr" rid="ref13">13</xref>). However, the nutrient changes in the reformulation process may occur with no significant reduction in caloric density (<xref ref-type="bibr" rid="ref14">14</xref>). In addition, industry may replace sugar with NNS to maintain sweetness, despite reports that these substitutes are not recommended (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref16">16</xref>).</p>
<p>This is particularly of interest to understand in Colombia, because while the octagonal warning label policy includes a label on NNS, the tax policy did not include products containing NNS within the scope of the tax. Thus, it is relevant to understand the extent to which the food industry still chose to replace sugar with NNS to avoid the tax, even if NNS was required to be labeled.</p>
<p>More generally, there is growing evidence that UPFs increase the risk of weight gain beyond the excess of nutrients of concern, further suggesting minimal health gains from reformulation of these products (<xref ref-type="bibr" rid="ref17">17</xref>). While a previous study examined the changes in nutrition composition in UPFs offered in Colombia in the period 2016&#x2013;2018 (<xref ref-type="bibr" rid="ref18">18</xref>), it is useful to understand whether there was any reformulation in subsequent years, given the anticipation of new regulations. Therefore, this study aimed to assess the changes in the content of nutrients of concern and NNS defined by the Colombian regulation in the packaged foods and beverages between 2016 and 2021.</p>
</sec>
<sec sec-type="methods" id="sec6">
<label>2</label>
<title>Methods</title>
<p>This study was conducted from two subsets of packaged foods and beverages offered in Colombia in 2016 and 2021. The criteria for selecting the products to be collected were that they were packaged offered in selected supermarkets and that they had Nutrition Facts Panel (NFP) data, ingredient list and barcode. The 2016 collection (<italic>n</italic>&#x202F;=&#x202F;6,708) was conducted between August and November and covered all packaged products offered in the five supermarket chains with the highest sales in Bogota, the largest and most commercial city in the country. The selection of supermarkets was based on the information registered in Euromonitor database (<xref ref-type="bibr" rid="ref19">19</xref>). Trained research assistants photographed products and entered information on nutrients and ingredients into the REDCap (Research Electronic Data Capture) (<xref ref-type="bibr" rid="ref20">20</xref>).</p>
<p>The 2021 collection (<italic>n</italic>&#x202F;=&#x202F;1,115) aimed to select the five best-selling food brands in Colombia, also identified by the Euromonitor database and the most frequently consumed packaged foods (Approximately 80%) reported in the ENSIN of Colombia (<xref ref-type="bibr" rid="ref7">7</xref>). Because of the challenges of collecting packaged food data during the pandemic, the 2021 data collection was conducted by using secondary data on products from the Global Mintel New Product Database (50% of products). The remaining 50% of top-selling products not available in Mintel were collected via photographs acquired in supermarkets in Bogota and Medell&#x00ED;n, using a similar protocol as in 2016. This collection was carried out prior to the implementation of the octagonal warning label.</p>
<p>In this study, the data collected in 2016 and 2021 were based on the photographic methods proposed by Kanter et al. (<xref ref-type="bibr" rid="ref21">21</xref>) which were previously used in similar studies in Chile and Colombia (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref22">22</xref>). The information from the (NFP) data, the ingredients list and the package details, such as barcodes were recorded and entered in REDCap. The data collected from the Mintel platform provided the photos of the products with the nutritional information required for the study and allowed them to be downloaded in Excel format. Once the data were entered in REDCap, and downloaded in Excel from the Mintel platform, the quality of the information was checked by comparing it with the photos to correct possible errors. Trained nutritionists standardized the amounts of nutrients per 100 grams or 100 milliliters of each product (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Packaged processed foods and beverages collected in Colombia.</p>
</caption>
<graphic xlink:href="fnut-12-1534195-g001.tif"/>
</fig>
<p>To create a longitudinal dataset (i.e., identify the same products in both time periods), we matched the product barcode, name, and brand or manufacturer. Thus, if an identical product was available in both 2016 and 2021, they were considered a matched pair. In cases where the product was found to be repeated two or more times for the same year, the first in the list was selected to avoid generating several matching pairs of the same product.</p>
<p>This study utilized a nutrient profile based on the Colombian regulation mandating the octagonal warning labels on packaged food and beverages containing excessive nutrients of concern (free sugar, sodium, saturated fats, trans fats) or any amount of non-nutritive sweeteners (NNS). This system applies the criteria from the nutrient profile model of the Pan American Health Organization (PAHO) Nutrient Profile Model (NPM) (<xref ref-type="bibr" rid="ref22">22</xref>). However, the Colombian system does not include total fat and, conversely contains an additional and stricter sodium criterion (see <xref ref-type="table" rid="tab1">Table 1</xref>). According to this regulation, products may have as many as five labels.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Colombian nutrition model criteria for identifying processed and ultra-processed products excessive in sodium, free sugars, saturated fat, trans fat, and presence of non-nutritive sweeteners (NNS).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Nutrient</th>
<th align="center" valign="top">Solids and semi-solids</th>
<th align="center" valign="top">Liquids</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Sodium</td>
<td align="left" valign="middle">&#x2265;1&#x202F;mg/kcal and/or&#x202F;&#x2265;&#x202F;300&#x202F;mg/100&#x202F;g</td>
<td align="left" valign="middle">&#x2265;1&#x202F;mg/kcal (for NNS, non-Non-energy alcoholic beverages: &#x2265;40&#x202F;mg /100&#x202F;mL)</td>
</tr>
<tr>
<td align="left" valign="middle">Free sugars</td>
<td align="left" valign="middle">&#x2265;10% of total kcal</td>
<td align="left" valign="middle">&#x2265;10% of total kcal</td>
</tr>
<tr>
<td align="left" valign="middle">Saturated fats</td>
<td align="left" valign="middle">&#x2265;10% of total kcal</td>
<td align="left" valign="middle">&#x2265;10% of total kcal</td>
</tr>
<tr>
<td align="left" valign="middle">Trans-fats</td>
<td align="left" valign="middle">&#x2265;1% of total kcal</td>
<td align="left" valign="middle">&#x2265;1% of total kcal</td>
</tr>
<tr>
<td align="left" valign="middle">NNS</td>
<td align="left" valign="middle">Any amount of NNS</td>
<td align="left" valign="middle">Any amount of NNS</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Foods are classified by the PAHO NPM as unprocessed or minimally processed (fresh fish, tee, coffee, bottled water), culinary ingredients (edible oils, honey), processed food products (cheese, yogurt, tomato extract or concentrates, bread and bakery products), and ultra-processed products (packaged snacks, soft drinks, candies, instant soups and others).</p>
<p>Some foods were exempt from this assessment as they were excluded from warning label regulation and/or taxation. For example: foods and beverage for special use, such as baby food (infant formulas), and foods for special medical purposes; foods used as raw materials for industry and secondary ingredients that are not sold directly to the consumer; foods packaged in materials of natural origin and typical artisanal foods; hydrating drinks for athletes was exempted from warning label, but not for taxation.</p>
<p>In cases where the content of free sugars has not been declared on food labels, the PAHO Expert Advisory Group of the NPM presents a method to estimate the amount of free sugars based on a factor according to the information provided on the grams of total sugars (<xref ref-type="bibr" rid="ref23">23</xref>). For example, if the manufacturer of a yogurt or milk reports that it contains sugars in the list of ingredients, and the NFP states that it contains 24 grams of total sugar and no free sugar, the PAHO NPM establishes for this case a factor of 0.5. The total sugar will then be multiplied by 0.5 to obtain the amount of free sugar, which would be calculated as 12 grams (24&#x202F;g total sugar x 0.5).</p>
<p>For consistency, products were classified as food when the manufacturer declared their content in the package in grams (g) and were classified as beverages when the manufacturer declared their content in milliliters (mL). All dairy drinks reported in grams were considered solid food (include yogurt, kumis, oat flavored milk) and analyzed in &#x201C;Dairy products&#x201D;.</p>
<p>Powdered products were reconstituted according to package instructions, when caloric intake came exclusively from carbohydrates, sugars, or NNS and were classified as beverages (mL). Some products did not mention the reconstitution volume on their packaging, so their reconstitution was estimated at 200&#x202F;mL per serving, and then nutrient densities were calculated of reconstituted product in water were calculated. Soup concentrates were not reconstituted.</p>
<sec id="sec7">
<label>2.1</label>
<title>Statistical analysis</title>
<p>The amounts of nutrients of concern (saturated fat, trans fat, free sugar, and sodium) per 100&#x202F;g/mL were compared for the same products in 2016 and 2021. In addition, the proportions of those with at least one warning label and the presence of NNS were compared, considering the Colombian regulation.</p>
<p>For continuous variables, median and interquartile range (IQR) were estimated since the data were not normally distributed (Shapiro&#x2013;Wilk test). To evaluate changes in nutrients by year, the Wilcoxon signed rank test was used as a nonparametric test to compare the median rank of two related samples (paired data). McNemar&#x2019;s test for paired data was used to evaluate changes in the proportion of each of the critical nutrients and NNS to be regulated products.</p>
<p>The database was organized, reviewed, and filtered in Microsoft Excel and statistical processing and analysis was performed in Stata version 17. Significance alpha value was set at 0.05.</p>
</sec>
</sec>
<sec sec-type="results" id="sec8">
<label>3</label>
<title>Results</title>
<p>A total of 164 matched pairs were found in the 2016 and 2021 dataset and included in the longitudinal analyses, 86.6% (<italic>n</italic>&#x202F;=&#x202F;142) were food and 13.4% (<italic>n</italic>&#x202F;=&#x202F;22) were beverages (<xref ref-type="table" rid="tab2">Table 2</xref>). In general, no substantial differences were observed in the saturated fat, trans-fat, free sugar or sodium content for all products, foods, or beverages.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Median (IQR) quantity per 100&#x202F;g/mL of selected nutrients of concern in 2016 and 2021 from a longitudinal of food and beverage products<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref>.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Category</th>
<th align="center" valign="top" colspan="2">Sat fat (g)</th>
<th align="center" valign="top" colspan="2">Trans fat (g)</th>
<th align="center" valign="top" colspan="2">Free sugar (g)</th>
<th align="center" valign="top" colspan="2">Sodium (mg)</th>
</tr>
<tr>
<th align="left" valign="top">Year</th>
<th align="center" valign="top">2016</th>
<th align="center" valign="top">2021</th>
<th align="center" valign="top">2016</th>
<th align="center" valign="top">2021</th>
<th align="center" valign="top">2016</th>
<th align="center" valign="top">2021</th>
<th align="center" valign="top">2016</th>
<th align="center" valign="top">2021</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="2">All, <italic>n</italic>&#x202F;=&#x202F;164</td>
<td align="center" valign="middle">1.3</td>
<td align="center" valign="middle">1.3</td>
<td align="center" valign="middle">0.0</td>
<td align="center" valign="middle">0.0</td>
<td align="center" valign="middle">4.7</td>
<td align="center" valign="middle">3.8</td>
<td align="center" valign="middle">126.7</td>
<td align="center" valign="middle">80.0</td>
</tr>
<tr>
<td align="center" valign="middle">(6.7)</td>
<td align="center" valign="middle">(6.7)</td>
<td align="center" valign="middle">(0.0)</td>
<td align="center" valign="middle">(0.0)</td>
<td align="center" valign="middle">(9.4)</td>
<td align="center" valign="middle">(8.1)</td>
<td align="center" valign="middle">(546.9)</td>
<td align="center" valign="middle">(457.1)</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Food, <italic>n</italic>&#x202F;=&#x202F;142</td>
<td align="center" valign="middle">1.7</td>
<td align="center" valign="middle">1.6</td>
<td align="center" valign="middle">0.0</td>
<td align="center" valign="middle">0.0</td>
<td align="center" valign="middle">3.9</td>
<td align="center" valign="middle">3.8</td>
<td align="center" valign="middle">300.0</td>
<td align="center" valign="middle">241.7</td>
</tr>
<tr>
<td align="center" valign="middle">(8.6)</td>
<td align="center" valign="middle">(8.0)</td>
<td align="center" valign="middle">(0.0)</td>
<td align="center" valign="middle">(0.0)</td>
<td align="center" valign="middle">(12.0)</td>
<td align="center" valign="middle">(11.1)</td>
<td align="center" valign="middle">(629.2)</td>
<td align="center" valign="middle">(465.0)</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Beverage, <italic>n</italic>&#x202F;=&#x202F;22</td>
<td align="center" valign="middle">0.0</td>
<td align="center" valign="middle">0.0</td>
<td align="center" valign="middle">0.0</td>
<td align="center" valign="middle">0.0</td>
<td align="center" valign="middle">5.5</td>
<td align="center" valign="middle">4.1</td>
<td align="center" valign="middle">14.8</td>
<td align="center" valign="middle">18.1</td>
</tr>
<tr>
<td align="center" valign="middle">(0.0)</td>
<td align="center" valign="middle">(0.0)</td>
<td align="center" valign="middle">(0.0)</td>
<td align="center" valign="middle">(0.0)</td>
<td align="center" valign="middle">(5.3)</td>
<td align="center" valign="middle">(5.0)</td>
<td align="center" valign="middle">(16.7)</td>
<td align="center" valign="middle">(18.8)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1">
<label>a</label>
<p>Parenthetical value represents the interquartile range (IQR). Mentioning no statistical differences.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>For food (<xref ref-type="fig" rid="fig2">Figure 2</xref>), 92% of products would carry at least one warning label in 2016 and 2021. There is no difference in the percentage of foods that would carry labels for saturated fat, trans fat, free sugar, sodium or presence of NNS. Across years, the highest proportion of &#x201C;high in&#x201D; products occurred for sugar and sodium, while few foods contained trans-fat (2&#x2013;3%) or NNS (6&#x2013;10%).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Solid foods that would be regulated under the Colombian nutrition model by year.</p>
</caption>
<graphic xlink:href="fnut-12-1534195-g002.tif"/>
</fig>
<p>For beverages (<xref ref-type="fig" rid="fig3">Figure 3</xref>), 95% of products would carry at least one warning label in 2016 and 2021, with no differences across time, nor any differences for the percent of beverages that would carry labels for free sugar, sodium, saturated fat, or trans-fat. However, there was a significant increase in the percent of products containing NNS from 32 to 59% (0.031). In beverages, across years, the proportion of &#x201C;high in&#x201D; was highest for sugar, followed by sodium in 2016 and NNS in 2021.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Beverages foods that are regulated under the Colombian nutrition model by year. <italic>P</italic>-values &#x003C; 0.05 are considered statistically significant and are denoted by an &#x002A;.</p>
</caption>
<graphic xlink:href="fnut-12-1534195-g003.tif"/>
</fig>
</sec>
<sec sec-type="discussion" id="sec9">
<label>4</label>
<title>Discussion</title>
<p>The results of this study provide information about the reformulation of top-selling packaged foods and beverages in Colombia in the period 2016 to 2021. Overall, the findings indicate the absence of substantial differences in saturated fats, trans fats, sodium and free sugar contents. There was a significant increase in the presence of NNS in beverages.</p>
<p>These results are similar to those found in a previous Colombian study (<xref ref-type="bibr" rid="ref18">18</xref>) and suggest that the reformulation of processed and ultra-processed products was marginal before the implementation of the warning labeling law. This is also consistent with research conducted in Chile before the implementation of its labeling policy, which similarly found little to no anticipatory reformulation (<xref ref-type="bibr" rid="ref9">9</xref>). One possibility in the case of Colombia is that reformulation may have occurred after 2021 and before November of 2023 when the tax law began to be implemented, or June of 2024 when the octagonal warning label law was finally enforced. Future research examining shorter periods within this implementation period (between 2022 and 2024) would be useful to understand how the industry responded to the laws during this period.</p>
<p>In general, our study found that a very high percentage of Colombian products would be considered high in nutrients of concern according to the law&#x2019;s nutrient thresholds and thus would be required to carry at least one warning label (92% of foods and 95% of beverages). It is relevant to assess and understand the changes in food composition during the 2022&#x2013;2024 transition period and after the implementation of the regulation.</p>
<p>The increase of NNS in beverages has been observed in other studies conducted in Latin American countries in the context of policy evaluation. For example, Peruvian research found an increase in NNS in beverages after implementation of the regulation (<xref ref-type="bibr" rid="ref24">24</xref>). In Chile, the percentage of products containing NNS increased after the implementation of the regulation from 72% in 2015 to 82.6% in 2017 (<xref ref-type="bibr" rid="ref25">25</xref>). In Chile and Peru, companies were likely replacing sugar with NNS to avoid the warning labels on sugar (these countries do not have a warning label on NNS). In Colombia, the law requires a warning label on NNS and sugar, which would in theory disincentivize reformulation. However, the sugary drinks tax law includes only beverages with sugar, not with NNS, which still provides a strong incentive to substitute sugar with NNS. It is relevant to consider this incentive to add NNS, due to recent reports that mention that NNS is not recommended for consumption by children and pregnant women (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref16">16</xref>).</p>
<p>In addition, since the products analyzed in this study represent the five most sold brands in Colombia according to Euromonitor, the NNS reformulation found in this study could serve as a proxy for UPF consumption and changes in dietary patterns (<xref ref-type="bibr" rid="ref26">26</xref>). The use of NNS in beverages and foods represents a reductionist approach in which product reformulation focuses on the sweet taste property to sell these products and does not consider the negative effects that this reformulation may have on health and the environment (<xref ref-type="bibr" rid="ref27">27</xref>).</p>
<p>This study highlights the need for continued monitoring and research to inform effective public health strategies. The observed trends provide a foundation for future investigations, aiming to unravel the intricacies of dietary patterns and their impact on overall health and well-being.</p>
<p>This study has several limitations. First, the reduced number of products included in the analysis does not allow to conduct a robust examination of the entire spectrum of food and beverage subcategories. Second, matching pairs identified by barcodes was not possible, since if manufacturers modify the codes of reformulated products. Finally, this analysis did not capture changes in the Colombian food supply due to the introduction of new products and the exit of old products from the market.</p>
</sec>
<sec sec-type="conclusions" id="sec10">
<label>5</label>
<title>Conclusion</title>
<p>This study did not find significant changes in the nutrients of concern during the period of analysis. However, there was an increase in the presence of NNS in beverages. The percentage of exceeding regulatory thresholds for at least one warning label exceeded 90% for both foods and drinks.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec11">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="author-contributions" id="sec12">
<title>Author contributions</title>
<p>LF: Conceptualization, Data curation, Formal analysis, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. LG: Conceptualization, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MM-P: Conceptualization, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MP-M: Data curation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. ST: Data curation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. LT: Conceptualization, Funding acquisition, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec13">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was funded by Bloomberg Philanthropies.</p>
</sec>
<ack>
<p>We thank the research study team at the Global Food Research Program including Bridget Hollingsworth and Cindy Granados-Evans for their assistance with project management.</p>
</ack>
<sec sec-type="COI-statement" id="sec14">
<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="sec15">
<title>Generative AI statement</title>
<p>The author(s) declare that no Gen AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="sec16">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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