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Background/Objectives: The influence of media on the public opinion, especially regarding health topics, is profound. This study investigates how Spanish media may reinforce a positive image of dietary supplements for children, potentially leading to harmful health attitudes and behaviors. Methods: The researchers conducted a quantitative content analysis of 912 news articles from Spanish media outlets discussing dietary supplements for children between 2015 and 2021. They used a frequency analysis and a proportion comparison to analyze variables such as the reach of news, tone of news, mentions of health professional consultation, association with natural products, media specialization, intertextuality, and headline mentions. Results: The study found a 60% increase in publications discussing dietary supplements for children during the study period. The content analysis indicates that these articles predominantly present dietary supplements in a positive light, often without robust scientific evidence. Furthermore, many do not emphasize the need for medical consultation, which may contribute to unsupervised consumption, particularly among minors. This highlights the critical importance of professional guidance when considering dietary supplements for children. Additionally, the frequent emphasis on the “natural” attributes of these products raises concerns regarding consumer perceptions and potential safety risks. Conclusions: The study reveals a problem regarding the portrayal of dietary supplements for children in Spanish media. The overly optimistic image, lack of scientific basis, and failure to recommend medical supervision may contribute to unsupervised consumption among minors, risking their health due to misinformed decisions influenced by media portrayal.
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Academic Editor: Alessandro Di
Minno
Received: 17 February 2025
Revised: 4 March 2025
Accepted: 6 March 2025
Published: 8 March 2025
Citation: Melero-Bolaños, R.;
Gutiérrez-Villar, B.; Montero-Simo,
M.J.; Araque-Padilla, R.A.;
Olarte-Sánchez, C.M. Media Influence
on the Perceived Safety of Dietary
Supplements for Children: A Content
Analysis of Spanish News Outlets.
Nutrients 2025,17, 951. https://
doi.org/10.3390/nu17060951
Copyright: © 2025 by the authors.
Licensee MDPI, Basel, Switzerland.
This article is an open access article
distributed under the terms and
conditions of the Creative Commons
Attribution (CC BY) license
(https://creativecommons.org/
licenses/by/4.0/).
Article
Media Influence on the Perceived Safety of Dietary Supplements
for Children: A Content Analysis of Spanish News Outlets
Rosa Melero-Bolaños 1, * , Belén Gutiérrez-Villar 1, Maria Jose Montero-Simo 1, Rafael A. Araque-Padilla 1
and Cristian M. Olarte-Sánchez 2
1Department of Management, Universidad Loyola Andalucía, 14004 Córdoba, Spain;
belengut@uloyola.es (B.G.-V.); jmontero@uloyola.es (M.J.M.-S.); raraque@uloyola.es (R.A.A.-P.)
2Department of Psychology, Universidad Loyola Andalucía, 41704 Sevilla, Spain; cmolartet@uloyola.es
*Correspondence: rmelero@uloyola.es
Abstract: Background/Objectives: The influence of media on the public opinion, especially
regarding health topics, is profound. This study investigates how Spanish media may rein-
force a positive image of dietary supplements for children, potentially leading to harmful
health attitudes and behaviors. Methods: The researchers conducted a quantitative content
analysis of 912 news articles from Spanish media outlets discussing dietary supplements
for children between 2015 and 2021. They used a frequency analysis and a proportion
comparison to analyze variables such as the reach of news, tone of news, mentions of health
professional consultation, association with natural products, media specialization, intertex-
tuality, and headline mentions. Results: The study found a 60% increase in publications
discussing dietary supplements for children during the study period. The content analysis
indicates that these articles predominantly present dietary supplements in a positive light,
often without robust scientific evidence. Furthermore, many do not emphasize the need for
medical consultation, which may contribute to unsupervised consumption, particularly
among minors. This highlights the critical importance of professional guidance when
considering dietary supplements for children. Additionally, the frequent emphasis on the
“natural” attributes of these products raises concerns regarding consumer perceptions and
potential safety risks. Conclusions: The study reveals a problem regarding the portrayal
of dietary supplements for children in Spanish media. The overly optimistic image, lack
of scientific basis, and failure to recommend medical supervision may contribute to unsu-
pervised consumption among minors, risking their health due to misinformed decisions
influenced by media portrayal.
Keywords: dietary supplement; children; media; health
1. Introduction
Various terms can describe dietary supplements (DSs), such as nutritional supple-
ments, dietary supplements, or plant-based compounds. DSs are defined in Directive
2002/46/CE of the European Parliament [
1
] as products intended to supplement the
regular diet, consisting of concentrated sources of nutrients or other substances with a
nutritional or physiological effect, in a simple or combined form, marketed in a dose form,
i.e., capsules, pills, tablets, and other similar forms of liquids and powders that are to be
taken in small unit quantities.
In recent years, there has been a substantial increase in the consumption of DSs across
Europe, even more during and after the COVID-19 pandemic, where the population used
them to strengthen the immune system and thereby protect against the coronavirus [
2
].
Nutrients 2025,17, 951 https://doi.org/10.3390/nu17060951
Nutrients 2025,17, 951 2 of 14
Vitamins, minerals, Omega-3 and probiotics are among the most popular [
3
]. Around
20% of European consumers are estimated to acknowledge taking some supplements [
4
],
although it is not always motivated by real nutritional needs [
5
]. These figures highlight the
high consumer confidence; a total of 70% believe in their safety and quality [
3
]. However,
several systematic reviews and meta-analyses have shown that most DS are ineffective in
preventing or treating diseases [
6
]. Many of them can be harmful [
7
], particularly to people
with specific diseases [
8
], with serious safety issues being reported due to their interaction
with other medications [9].
In children, DSs are popular globally, not just for addressing nutritional deficits but
also for the general health enhancement [
10
,
11
]. Despite the rising use of DSs in children,
there is a lack of knowledge about their properties, risks, and drug interactions [
12
].
Parents use DSs for children’s nutritional deficits [
10
], to protect against infections [
13
], or
to improve sleep [
14
], frequently without solid evidence supporting their effectiveness [
15
].
DSs are also used to improve the symptoms of Autism Spectrum Disorders (ASD) and other
behavioral problems [
16
]. However, their effectiveness is questioned [
17
]. Furthermore,
studies show that DSs can be more harmful in children due to their developing bodies;
therefore, the effects they might have in adult life are unknown [7,18].
With the increasing ease of acquiring dietary supplements in various establishments,
from pharmacies and specialty stores to supermarkets, cosmetic stores, and even markets,
it is increasingly important to educate the public to help them make healthier decisions [
19
].
This wide availability requires clear guidance on its appropriate and safe use. At this point,
it is worth asking about the primary sources of information or the advice that has led the
parents to purchase DSs for their children. Generally, the media emerges as one of the most
significant external sources for obtaining information on specific health topics and healthy
habits [
20
]. The media influence is combined with other factors, such as recommendations
from family and friends or from healthcare providers, in the case of DSs [
21
]. This influence
is specified in variables such as the intention to purchase based on one’s perception of
DSs [22].
The influence that the media has on creating or reinforcing attitudes is well-known
across all public opinion topics. They are a source that people use to inform themselves
and generate opinions on various issues [
23
]. Many of our ideas are based on an image
constructed from what is said in the media. One of the media’s functions is to provide the
public with sufficient information and knowledge to encourage critical thinking and help
them make decisions that directly affect their lives.
The influence of media on public perception of dietary supplements can be better
understood through the lens of the following two prominent media theories: the Agenda-
Setting Theory and the Framing Theory. The Agenda-Setting Theory, developed by Mc-
Combs and Shaw, posits that media plays a crucial role in determining which issues the
public considers essential [
24
]. By emphasizing specific topics, such as the benefits of
DSs, the media can influence the salience of these issues in the public mind. The Framing
Theory suggests that the media tells us what to think about and how to think about it [
25
].
Media can promote interpretations and evaluations of DS efficacy and safety by selecting
certain aspects of DS use and making them more salient [
26
]. These theories provide a solid
foundation for understanding how media coverage can shape the public opinion on DS
use, particularly in children, and justify the importance of analyzing media content in this
context [
27
]. We must consider that a positive image projected to the public could induce
counterproductive or harmful attitudes and behaviors toward health [16,28].
However, as far as we know from the reviewed literature, how the supplements for
children are portrayed in media is still a rarely studied question. So, more evidence is
Nutrients 2025,17, 951 3 of 14
needed to analyze and compare how the media in different countries portray supplements
for children, particularly in regulatory contexts with varying advertising restrictions.
This study seeks to fill these gaps by analyzing the media coverage on DSs for children
in Spain. This analysis will help us better understand how the news appearing in the media
could reinforce a positive image. To achieve this objective, we have compiled the news
items written in the Spanish media, broadcasted between 2015 and 2021, where DS use in
children is discussed. Compared to other European countries, Spain has positioned itself as
one of the leading markets for dietary supplements, ranking fifth in revenue, behind only
Italy, Germany, the United Kingdom, and France [
29
]. This positioning reinforces Spain’s
role in the health and wellness industry at the European level. In 2023, the Spanish dietary
supplement market experienced a 6.3% increase compared to the previous year, reaching a
revenue of 1.849 billion in pharmacies and parapharmacies. Additionally, the market has
maintained an annual growth rate of 4.4% over the past five years.
2. Materials and Methods
Based on the general objective presented above, the following specific objectives
were defined:
To understand the coverage of DSs for children in the Spanish media.
To ascertain how a positive image of DSs for children is projected in the Spanish press.
The research method applied, a quantitative content analysis, involves systematically
categorizing and statistically analyzing communication content to determine the frequency
of certain elements. This technique is broadly employed in various health research con-
texts, demonstrating its effectiveness and adaptability for drawing insights from diverse
informational sources.
2.1. Sample Selection
A poly-staged sampling procedure was used to answer these research questions.
Firstly, a period was established, specifically news published in the Spanish media between
2015 and 2021, to give the sample a particular temporal perspective. The news were located
through the specialized search engine “MyNews” [
30
], an electronic resource allowing the
users to download content queries published in media through an advanced search engine
with rules and multiple filtering options. Therefore, to focus our search on topics relevant
to child nutrition, the following rules were established: search for articles containing (foods
OR supplements) AND (nutritional OR dietetic) AND (infant OR children OR pediatric).
Regarding the search filters, the following were applied:
Media Coverage: all media were selected, including local, regional, national, and
international.
Territory: the filters were adjusted to include news from all over Spain, ensuring a
comprehensive view of national coverage.
News Genre: all news genres were included, and the search was not limited to health
and wellness sections, so that a broader perspective on the media representation of
the topics is studied.
Type of Media: the search was extended to all available in MyNews, including news
agencies, digital media, print media and magazines.
Position in the Article: the rule was applied to the entire content of the articles, not
only to titles and subtitles.
Media Sections: all sections available in the media were selected without restricting
them to specific categories.
Finally, the data range collected included news from 1 January 2015, to 31 December 2021.
Nutrients 2025,17, 951 4 of 14
Throughout the sorting process of the news collected through “MyNews”, our research
team also performed manual filtering. At this stage, we excluded articles not directly related
to our study, such as those that addressed supplements from a humanitarian aid perspective
or were marked as “not suitable for children”. This simultaneous sorting and filtering
methodology ensured the relevance and accuracy of the content included in our food and
nutritional supplements analysis in child populations.
It was also the research team itself that classified the media as generalist or specialized.
This classification was based on the influence that the specialized media have on the
perceived credibility of the content. Generalist media address various topics and usually
aim at a more general audience. These media tend to cover news and current events
from a broader and less detailed perspective. On the other hand, specialized media
focus on specific areas of knowledge, in this case, health or nutrition, and are aimed
at audiences looking for more detailed and technical information. Due to their in-depth,
expert approach, these media are perceived as more credible, especially when disseminating
complex knowledge. This resulted in a database of 912 relevant news items.
2.2. Study Variables
Below, we discuss the variables analyzed concerning the proposed objectives (Table 1).
Table 1. Variables of the study.
Variables Categories
Reach Number of news
Tone of news
Skeptical
Merely descriptive
Multiple perspectives
Overall supportive
Appeal to consult a healthcare
professional
Yes
No
Association with natural products Yes
No
Specialization Specialized in healthcare media
Generalist media
Intertextuality
Documentary sources
Personal sources
Both sources
No sources
Mention of DSs in headline Yes
No
2.2.1. Reach of News About DS for Children in the Media
The media grants or denies a topic the status of newsworthiness. Thus, agenda setting
is the process followed by the media to select and determine the events that will become
news. When the number of messages about a specific topic increases over time, the public
perceives the topic as more relevant [
31
]. This work analyses the evolution of the quantity
of news about DSs for children.
Another critical aspect in evaluating the news’ reach is media’s digitalization. In this
regard, and since 2021, the Internet has been the most used medium in Spain, with an 87.6%
penetration rate, compared to the press at 13.7% [
32
]. This study assesses the prevalence of
digital media coverage on DSs for children.
Nutrients 2025,17, 951 5 of 14
2.2.2. Tone of the News
The tone of the news was analyzed to assess the image projected in the news about
DSs for children. The following four stances were identified: skeptical, merely descriptive,
presenting multiple perspectives, and overall supportive [33].
News with a skeptical tone show opinions against DS consumption or highlight the
risks over the benefits. As an example of projecting a skeptical image, we found comments
in the news like the ones presented below:
Dietary supplements are not miracle pills. Few claims are supported by science, and
many others have proven ineffective.
First, you should know that no dietary or vitamin supplements prevent, treat, or cure
coronavirus infection.
As for the news where the image of DSs for children is more neutral, with a merely
descriptive tone, we found texts such as the following:
Provide comprehensive consumer information with specific labelling of food supplements
so that a medicinal plant cannot be sold as a supplement and a medicinal product at the
same time. Establish maximum and minimum limits. This way, reference values will be
well-defined, especially for children.
The sale of foods, beverages, and supplements capable of boosting the immune system has
skyrocketed when consumers increasingly take preventive measures against the virus.
For news with a tone showing multiple perspectives on the image of DSs for children,
we found texts that incorporated both benefits and risks, as seen in the examples below:
Some studies suggest that supplementing Omega 3 could help prevent or reduce the
symptoms of some pathologies (
. . .
). If we have a balanced diet, it is rare to have a deficit of
any of these acids unless there is an absorption problem. Therefore, a priori supplementing
the diet would not be necessary unless the doctor subscribes.
When a child is fully fed, he or she does not usually need vitamin supplements since most
foods are full of proteins, nutrients, vitamins, and everything needed to grow healthy
and strong (
. . .
). However, as we say, there may be times when your body needs a
“little help”
. . .
The important thing is never to decide on your initiative regarding the
type of supplement and dosage, but always follow the pediatrician’s instructions: some
substances, if taken in excessive amounts, can cause the child to suffer side effects.
Finally, among the news items, we found positive images of DSs for children, where
more emphasis is placed on their benefits, representing general support for their consump-
tion, with statements such as:
They are ideal for children because of their fruity flavor and soft texture. The good thing
about this product is that it is easily assimilated, helps reduce fatigue, and improves the
immune system’s functioning.
Both the American Academy of Pediatrics (AAP) and the Nutrition Committee of the
Spanish Association of Pediatrics recommend supplementing infants under one year
of age with vitamin D daily from birth and those older than this age and adolescents
who, due to their diet, do not ingest the recommended daily requirements. No studies
in children suggest what level of sun exposure is necessary to dispense with dietary
supplements.
2.2.3. Appeal to Consult with Healthcare Professionals
As recommended by health authorities [
8
,
34
], the study checked if the articles recom-
mended consulting health professionals (doctors, pediatricians, specialists, professionals,
Nutrients 2025,17, 951 6 of 14
dietitian-nutritionists) before using DSs. This advisory presence in the news moderates the
impact of a positive image.
2.2.4. Association of DS with Natural Products
The positive image of DSs is reinforced by the belief that they are natural products
and, therefore, are perceived as safe. The natural origin of many of these products leads to
a sense of safety [
35
]. Hence, the mention of the ingredients or the natural character of DSs
in the news reinforces their positive image.
2.2.5. Media Specialization and Credibility
Regarding credibility, specialized journalism is deemed more credible due to its in-
depth knowledge and, therefore, greater accuracy on the topic it deals with, an issue that
is accentuated when the journalist assumes the task of disseminating complex knowl-
edge [
36
]. Thus, this study compares the credibility of specialized versus generalist sources
in reporting on DSs for children in the media.
2.2.6. Intertextuality and Reliance on Information
Intertextuality is related to mixing statements and texts or deriving one text from
another. Intertextuality aims to give more objectivity to a news item [
37
], generating more
trust in the reader. This study considers whether the journalistic texts cite documentaries
(journals, books, reports) and personal sources (doctors, scientists, research centers, etc.) or
both, compared to those that do not mention sources.
2.2.7. Mention of DS in the Headline
This variable is essential because headlines are the most visible element of the news [
20
]
and often the only part read by many people [
38
], with 49.3% of Spaniards reading just
headlines [39].
2.3. News Codification Procedure and Techniques of Analysis
The 912 news articles were entered into an Excel spreadsheet and coded for the
discussed variables. Four researchers independently coded a random sample of 20 articles
to ensure coding accuracy. After revising the coding criteria due to initial disagreements,
especially on ‘tone’, a second reliability check was conducted with 23 new articles. We
used Krippendorff’s Alpha for intercoder reliability [
40
], achieving values above 0.8 for
all variables.
This study used qualitative variables, analyzing them through frequency and propor-
tion comparisons. The “Tone of the News” variable was split into “overall supportive”
and others. While acknowledging that dichotomizing an originally polytomous variable
may result in some information loss, our methodological decision to bifurcate “Tone of the
News” categories into “Overall supporting” and “Other Tones” was based on carefully
evaluating its merits and limitations. Although potentially simplifying the inherent com-
plexity of tone variability in the news, this approach offers several advantages that align
with our research objectives and enhance the study’s overall robustness. Primarily, it allows
for a more focused analysis of positive-tone news, which is central to our research aims.
Furthermore, this dichotomization yields larger sample sizes for each group, thereby
increasing statistical power and enhancing the reliability of our results. The resulting binary
classification also facilitates a more precise interpretation and effective communication of
findings, particularly to a broader audience. Moreover, in many practical contexts, this
dichotomous distinction between the clearly positive news and others may prove more
actionable and valuable than a more granular categorization.
Nutrients 2025,17, 951 7 of 14
So, we compared these categories’ communicative strengths using the Z-test, which
evaluates the presence/absence of variables such as professional consultation, association
with natural products, media specialization, intertextuality, and headline mentions.
The Z-test for proportion comparisons is a robust statistical tool for analyzing cate-
gorical or qualitative variables in large-sample studies. This method excels in determining
significant differences between the proportions of two independent groups, making it
invaluable for comparing distinct strategies or treatments [
41
]. The Z-test’s strength lies
in its capacity to provide meaningful insights into group differences while maintaining
statistical rigor, especially when dealing with substantial sample sizes that ensure the
validity of its underlying normal distribution approximation [42].
3. Results
The research analyzed dietary supplement (DS) for children coverage in Spanish media,
identifying 912 news items over seven years, with an average of 130 items annually. There
was a significant 60% increase in DS-related publications from 2015 to 2021. Additionally,
the study highlighted a shift towards digital media, where online sources grew from
accounting for 70.5% of such news in 2015 to 85.7% by 2021. These trends are depicted in
Figure 1.
Nutrients 2025, 17, 951 7 of 15
binary classication also facilitates a more precise interpretation and eective communi-
cation of ndings, particularly to a broader audience. Moreover, in many practical con-
texts, this dichotomous distinction between the clearly positive news and others may
prove more actionable and valuable than a more granular categorization.
So, we compared these categories communicative strengths using the Z-test, which
evaluates the presence/absence of variables such as professional consultation, association
with natural products, media specialization, intertextuality, and headline mentions.
The Z-test for proportion comparisons is a robust statistical tool for analyzing cate-
gorical or qualitative variables in large-sample studies. This method excels in determining
signicant dierences between the proportions of two independent groups, making it in-
valuable for comparing distinct strategies or treatments [41]. The Z-tests strength lies in
its capacity to provide meaningful insights into group dierences while maintaining sta-
tistical rigor, especially when dealing with substantial sample sizes that ensure the valid-
ity of its underlying normal distribution approximation [42].
3. Results
The research analyzed dietary supplement (DS) for children coverage in Spanish me-
dia, identifying 912 news items over seven years, with an average of 130 items annually.
There was a signicant 60% increase in DS-related publications from 2015 to 2021. Addi-
tionally, the study highlighted a shift towards digital media, where online sources grew
from accounting for 70.5% of such news in 2015 to 85.7% by 2021. These trends are de-
picted in Figure 1.
Figure 1. Annual evolution of the number of news items published about DSs in online and oine
media.
Analyzing the frequencies of variables (Table 2), most news are broadcast through
generalist media (80%), reaching a broader audience. About 72.7% of news reporters avoid
linking DSs with natural products, and the mention of DSs in the headline appears in 43%
of cases, though other topics, like benets or health problems, are more common. Most
news (85%) use specialized sources for DS information, yet only 27% recommend consult-
ing a specialist, suggesting a reliance on intertextuality or underestimating the conse-
quences of DS use.
Figure 1. Annual evolution of the number of news items published about DSs in online and
offline media.
Analyzing the frequencies of variables (Table 2), most news are broadcast through
generalist media (80%), reaching a broader audience. About 72.7% of news reporters avoid
linking DSs with natural products, and the mention of DSs in the headline appears in 43% of
cases, though other topics, like benefits or health problems, are more common. Most news
(85%) use specialized sources for DS information, yet only 27% recommend consulting a
specialist, suggesting a reliance on intertextuality or underestimating the consequences of
DS use.
The second objective assessed how positively the DSs for children are portrayed
in Spanish media. An analysis of the four identified tones revealed a dominant overall
supportive stance at 57%, skeptical at 17%, descriptive at 2%, and multiple perspectives
at 24%.
As mentioned in Section 2.3, “Tone of News” has been dichotomized for proportion
tests. So, the “Tone of the News” variable was split into “Overall Supportive” (57%) and
“Other Tones” (43%). So, the news projecting a positive image of DSs for children were
analyzed for proportional differences against other variables listed in the theoretical basis
(Table 3).
Nutrients 2025,17, 951 8 of 14
Table 2. Frequency of variables.
Variables Number of News (%)
Tone of news
Skeptical 155 (17%)
Merely descriptive 18 (2%)
Multiple perspectives 221 (24%)
Overall supportive 518 (57%)
Tone of news dichotomized
Overall supportive 518 (57%)
Other tones 394 (43%)
Appeal to consult a healthcare professional
Yes 243 (27%)
No 669 (73%)
Association with natural products
Yes 258 (28.3%)
No 654 (71.7%)
Type of media
Specialized in Healthcare 184 (20%)
Generalist 728 (80%)
Intertextuality
Documentary sources 102 (11%)
Personal sources 403 (44%)
Both sources 273 (30%)
No sources 134 (15%)
Intertextuality dichotomized
Use specialized sources 778 (85%)
No sources 134 (15%)
Mention of DS in the headline
Yes 388 (43%)
No 524 (57%)
Table 3. The contrast of proportions (Z-test) between the tone of news and other categories of
variables reinforcing the positive image of DSs.
Type of News That Reinforces a
Positive Image of DSs
Tone of News
Overall Supportive
Other Tones p-Value
Appealing to consulting a
healthcare professional 14.7% 42.4% 0.000
Linking DSs with natural
products 65.5% 53.4% 0.000
Appearing in specialized
healthcare media 69.0% 53.0% 0.000
Using specialized sources 54.0% 75.0% 0.000
Mentioning DS in the headline 51.0% 61.0% 0.003
Firstly, we compared the association between an “Overall Supportive” tone and
“Reference to a natural product”, finding statistically significant differences (p= 0.000).
News linking DSs with natural products more often had a positive tone (65.5%) compared
to those that did not (53.4%).
Differences also emerged in the media used for publication (p= 0.000). It is more likely
to find news with an “Overall Supportive” tone in specialized print media (69%).
Nutrients 2025,17, 951 9 of 14
Similar results were found in intertextuality comparisons, showing significant differ-
ences (p= 0.000), where the news lacking personal or documentary sources had a more
Overall Supportive tone (75% vs. 54% “Other Tones”).
On the other hand, the differences in the proportions between the presence of “Appeal
to consult a healthcare professional” and “DS mentioned in the headline” in the Tone
are also statistically significant, although in a different direction to the previous variables
mentioned, as “Appeal to consult a healthcare professional” is more prevalent in the news
with “Other Tones” (61.0%). Similarly, the “Appeal to consult a healthcare professional” is
more likely to appear in the news with “Other Tones” (42.4%).
4. Conclusions
This study demonstrates that the coverage of DSs for children in the Spanish media
has increased by 60% over seven years, potentially raising consumer awareness due to
increased media prevalence [
31
]. Post-COVID-19, DS coverage surged in digital media,
while slightly declining in offline media. This shift has broadened the reach, particularly
among the parents who prefer digital media for information, contrasting with the older
audience of offline press [
43
]. Importantly, 80% of DS information is disseminated through
generalist media, reaching a broader audience.
Regarding the media’s portrayal of DSs for children, we observed a positive image that
confirms its suitability to public opinion [
23
]. According to Scheufele and Tewksbury [
25
],
this phenomenon is attributable to media framing, which often highlights the benefits of
DSs without adequately discussing the risks or the need for medical supervision. This
tendency enhances the visibility and interest in DSs and may promote a feeling of necessity
and efficacy, not always supported by robust scientific evidence. Such framing may lead
parents and caregivers to make potentially ill-informed decisions, contrary to specialized
medical recommendations.
Furthermore, the scarce discussion in the media about the risks associated with DS
consumption may contribute to a lower perception of risk among the public. It is particu-
larly worrying in the context of children’s health, where supplementation decisions should
be made with caution and based on professional advice.
Our findings align with the trends observed in other studies on health communication.
For example, studies such as those by Weeks [
44
] and Milazzo [
45
] have also reported a
growth in media attention towards alternative health and supplementation issues, finding
a predominantly positive tone in the media coverage of alternative and complementary
therapies. As in our study, while the coverage is primarily positive, the criticisms regarding
the effectiveness and safety of these interventions remain underrepresented, which res-
onates with the observations of Caulfield et al. [
33
] on vitamin D supplementation, where
the promotion of supplementation in the media without the adequate discussion of its
potential risks was highlighted.
A recent study [
16
] indicates that more than 75% of Spanish pediatricians recommend
dietary supplements. This high recommendation rate could be reflected in the generally
positive tone found in our analysis of news articles, where 57% were “Generally in favor”
of supplements. The frequent use of these products in daily pediatric practice may coincide
with the positive media coverage observed in our study. This observation suggests that
the positive representation of dietary supplements for children in the media could be
influenced, in part, by standard prescribing practices among health professionals. However,
it is relevant to consider that this correlation does not necessarily imply causation and that
other factors could contribute to the supportive tone in the news coverage.
In this regard, news items showing a more positive stance often lacked documentary
or personal sources to substantiate claims, warranting cautious interpretation. This is
Nutrients 2025,17, 951 10 of 14
concerning as such media might promote economically driven information, especially
significant given the recent sales increase in these products [
2
]. This finding is consistent
with the concerns expressed in the medical article [
46
] regarding the lack of child-specific
evidence for many nutritional recommendations targeting young athletes.
The data show that 73% of positive news about children’s DSs does not encourage
consulting specialists. This trend supports findings that DS consumption often occurs
without medical advice [3,13].
The news associating DSs with natural products have a higher proportion of positive
tones (65.5%), enhancing their appeal due to the common belief that “natural” implies
safety. This perception is more potent in preventive than curative contexts [
47
]. However,
“natural” is a vague term, raising concerns about its safety and highlighting the need for
evidence-based evaluations [48].
Interestingly, news in specialized media is less frequent but often more positive about
DS for children. Specialized outlets are more reliable because they provide detailed infor-
mation on specific topics, unlike generalist media, which may cover topics superficially [
49
].
This perception enhances the favorable view of DSs in specialized publications.
Omitting “supplement” from supportive news headlines may increase persuasion
by focusing on the benefits rather than the product. Research in this field suggests that
news headlines, designed to capture the reader’s attention on a psychological level, can
play a crucial role in how people perceive and interact with it. Furthermore, research
from the Centre for Media Engagement highlights significant evolution in headlines with
the shift from traditional to digital media, emphasizing the strategic role of headlines as
demonstrated by the common practice of A/B testing headlines in real time [50].
The media’s increased and predominantly positive portrayal of dietary supplements
(DSs) correlates with a higher consumption. However, their effectiveness is debatable,
as studies show that DSs may be ineffective or harmful [
6
]. It creates several problems;
one is related to guiding the consumers to purchase products that could be ineffective, as
there is not enough evidence to prove their effectiveness. On the other hand, it creates a
health problem, since it could harm consumers by not being subjected to the same control
as other health products [
7
,
9
]. It is important to remember that DSs can be beneficial in
specific cases, were their effects cannot be achieved due to a diet or some deficiency or
pathology. Therefore, it should be contraindicated for children to consume DSs when there
is no precise diagnosis of these deficiencies.
Despite the intriguing findings of our research, it is crucial to consider the certain
limitations. Specifically, this study does not set out to measure the impact of the analyzed
content on the readers’ perceptions or behaviors. Instead, we have analyzed whether
there may be reasons for concern based on the image of DSs conveyed by the media. The
study’s ability to determine how headline exposure may modify the individuals’ opinions,
attitudes, or actions, is limited. Therefore, studies like the one presented here should be
complemented by others exploring the influence of such content on reader behavior.
Images influence how the news is interpreted and percieved, as they can evoke
emotions, reinforce certain viewpoints, and contextualize the information. The choice of
images can affect the reader’s attention, information retention, and the perceived credibility
of the news, so it could be beneficial for future research to include the analysis of images
along with the text to gain a more comprehensive understanding. Another aspect to
consider is that our study did not specifically identify the section in which the analyzed
news was published. Given that not all sections of a media outlet attract the same number
of readers or generate the same level of credibility, the lack of this differentiation could
influence the interpretation of the results. Analyzing the audiences and profiles of those
who access news in different media would allow us to determine how the information about
Nutrients 2025,17, 951 11 of 14
DSs for children is distributed and received in various media contexts. Understanding who
the readers or viewers are and how they access the news will help us identify possible key
differences in the exposure and interpretation of the content. This information is crucial to
developing communication strategies that are effective and relevant to different segments
of the population, ensuring that messages about children’s health are adequately received
and understood by various groups.
Likewise, to eliminate the possible biases in evaluating the emotional tone of the
news about DSs, it would be advisable in the future research to take advantage of the
advances in the field of artificial intelligence and sensory evaluation techniques. In this
sense, the use of new techniques such as the Natural Language Process (NLP), which
would allow key information to be extracted from texts and detect emotions or feelings in
comments, opinions, or social networks, or AI-driven sentiment analysis, would strengthen
the evidence obtained [51,52].
Acknowledging that media reporting does not occur in a vacuum is essential. Com-
mercial interests and potential conflicts of interest can significantly shape how dietary
supplements are portrayed. To address this potential influence, future research could ana-
lyze media content sources, examine the relationship between regulatory changes and shifts
in media portrayal of dietary supplements, and investigate how different stakeholders
influence media narratives around children’s dietary supplements. By incorporating these
factors, we can provide a more comprehensive understanding of how the media shapes
perceptions of dietary supplements for children, acknowledging the complex interplay of
commercial interests, regulatory frameworks, and public health concerns.
The study provides some recommendations for media managers and policymakers.
Given the risks of uncontrolled consumption of DS, the media should promote and take
greater care of intertextuality by using more credible sources. Contrasting the sources used
and making them explicit can help evaluate their veracity and avoid leading people to make
erroneous decisions. News about DSs should consistently emphasize the need for parents
and caregivers to consult healthcare providers before administering dietary supplements
to children. It could be reinforced through expert quotes or case studies demonstrating the
consequences of unsupervised supplement use. Journalists also should critically assess and
challenge the widespread notion that “natural” products are inherently safe. This narrative
can mislead consumers into thinking that supplements, due to their natural origin, are free
from risks. Clear communication about the difference between “natural” and “safe” could
help curb misconceptions.
On the other hand, the public administration should monitor compliance with the
regulations, ensuring that the news does not have any commercial interests that aren’t
publicly known. Policymakers should fund research into the dietary supplements’ long-
term effects and efficacy, particularly for children, to inform evidence-based health policies.
It could include studies on the potential interactions between supplements and medications
commonly used by children. Government-led campaigns should focus on educating
the public about the safe use of dietary supplements, emphasizing the importance of
consulting healthcare professionals before using such products. These campaigns could
follow successful strategies in food literacy with a multi-component approach, combining
theoretical sessions with practical and interactive activities and relying on digital tools [
53
].
The growing use of nutritional supplements by more people, alongside the often
favorable media portrayals, underscores the need to monitor their effects on diets, health,
and disease prevalence. Public policymakers must analyze the consumption of these
products in detail, especially in children, and clarify their possible role in preventing and
treating diseases, thus balancing public perception, influenced by the media, with scientific
evidence and public health considerations.
Nutrients 2025,17, 951 12 of 14
Author Contributions: Conceptualization, R.M.-B., B.G.-V., M.J.M.-S., R.A.A.-P. and C.M.O.-S.; data
curation, R.M.-B. and B.G.-V.; formal analysis, B.G.-V.; methodology, R.M.-B., B.G.-V., M.J.M.-S.
and R.A.A.-P.; supervision, M.J.M.-S. and R.A.A.-P.; writing—original draft, R.M.-B. and B.G.-V.;
writing—review and editing, R.M.-B. All authors have read and agreed to the published version of
the manuscript.
Funding: This research received no external funding.
Institutional Review Board Statement: Not applicable.
Informed Consent Statement: Not applicable.
Data Availability Statement: The dataset is available on request from the authors because the data
source is not freely accessible.
Conflicts of Interest: The authors declare no conflicts of interest.
Abbreviations
DSs Dietary Supplements
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During the first year of the COVID-19 pandemic, the lack of cure and the intensity of the global spread raised a common awareness of health. The aim of this scoping review is to summarize dietary supplement use globally during first two years of the COVID-19 pandemic. A systematic search was conducted in December 2021 following PRISMA guidelines. PubMed, ERIC, and Scopus databases were searched, and 956 results were screened for eligibility. Fourteen cross-sectional studies from 11 countries and 3 continents were examined. All studies were large population surveys investigating healthy eating and supplement use during COVID-19. Vitamin C, vitamin D, zinc and multivitamins were the most widely reported, as well as natural/herbal products such as ginger and honey. The most common reason cited for supplements use was to strengthen immune system and to prevent infection of COVID-19. These studies reported that populations are relying on healthcare providers, family, friends, and social media to learn about supplement use. Future studies on the treatment of COVID-19 should include more evidence for supplement use.
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Background In the last decades, a wide spread of dietary supplements (DSs) has been observed worldwide. However, DS use is not always motivated by real nutritional needs. In this context, commercial strategies and peers’ suggestions seem to play an important role in determining this habit, with harmful effects on consumers’ health. This cross-sectional study was aimed to evaluate the DS consumption patterns among a sample of undergraduate students attending 14 Italian universities. Methods An anonymous web questionnaire was used to collect information about DS use and consumption habits, related motivations and possible adverse effects. The survey is still ongoing and its conclusion is expected to be on May 2022. Results On a total of 2019 participants enrolled so far (69.7% female, mean age 22.8±4.7), 72.6% reported the use of at least a DS in the last six months. Multivitamin and multimineral products were the most used, being reported by 35.8% of the participants, while caffeinated energy supplements were the less reported (2.0%). The main reason for DS use was to deal with a specific deficiency following a physician or nutritionist indication (47.8%). The 3.4% of participants reported the occurrence of negative outcomes, mainly gastrointestinal disorders (74%). Conclusions These preliminary results evidenced a wide use of DSs in the studied population. Although the main motivation was a nutritional need with a medical recommendation, a notable proportion of the sample assumed DSs without any specific prescription. Thus, it is essential to increase the knowledge about DSs and related threats deriving from their inappropriate use in the population, especially among youths. Further analysis will allow to identify possible correlations with socio-demographic and behavioural variables. Key messages • It is essential to increase the knowledge about dietary supplements to avoid an inappropriate use in the population. • Youths are the most exposed to this consumption.
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This book provides hands-on guidance for researchers and practitioners in criminal justice and criminology to perform statistical analyses and data visualization in the free and open-source software, R. It offers a step-by-step guide for beginners to become familiar with the RStudio platform. This volume will help users master the fundamentals of the R programming language, in addition to program basics. Tutorials in each chapter lay out research questions and hypotheses that center around a real criminal justice dataset, such as data from the National Youth Survey, Law Enforcement Management and Administrative Statistics (LEMAS)-Body Worn Camera Survey, the Survey of Inmates in State and Federal Correctional Facilities (SISFCF), the National Crime Victimization Survey (NCVS), the British Crime Survey/Crime Survey for England and Wales, and the Seattle Neighborhoods and Crime Survey. At the end of each chapter are exercises that reinforce the R tutorial examples, designed to help master the software, as well as to provide practice on statistical concepts, data analysis, and interpretation of results. The text can be used as a stand-alone guide to learning R or it can be used as a companion guide to an introductory statistics textbook, such as Basic Statistics in Criminal Justice (2020).
Chapter
In this chapter, we focus on characteristics of the normal distribution and single-sample significance tests that are used for variables measured at the ratio and interval levels. Specifically, this chapter reviews percentages under the normal curve, application of the 68-95-99.7 rule, and how to conduct a significance test in R for the following: (1) comparing a sample mean to a known population (single-sample z-test for means), (2) comparing a sample mean to an unknown population (single-sample t-test), and (3) comparing a sample proportion to a population proportion (single-sample z-test for proportions). In doing so, the chapter walks through criminal justice-related examples, lays out the null and alternative hypotheses for presented examples, and shows the user how to make a determination about the null hypothesis for the aforementioned tests from R output. Additionally, you will learn how to write your own functions in R.