Skip to main content

ORIGINAL RESEARCH article

Front. Public Health, 01 June 2022
Sec. Public Health and Nutrition
This article is part of the Research Topic Digital strategies to reduce salt consumption View all 13 articles

Lifestyle, Eating Habits, and Health Behaviors Among Dietary Supplement Users in Three European Countries

\nKatarzyna I&#x;owiecka
Katarzyna Iłowiecka1*Monika MalejMonika Maślej2Magdalena CzajkaMagdalena Czajka2Adrian Paw&#x;owskiAdrian Pawłowski2Piotr Wi&#x;ckowskiPiotr Więckowski2Tomasz StykTomasz Styk2Micha&#x; Go&#x;kiewiczMichał Gołkiewicz2Adam Kuzdrali&#x;skiAdam Kuzdraliński2Wojciech Koch
Wojciech Koch1*
  • 1Department of Food and Nutrition, Medical University of Lublin, Lublin, Poland
  • 2Sundose Sp. z o.o., Lublin, Poland

Dietary supplements (DS) are used by about 30–50% of adults in developed countries. However, only a few studies have compared the characteristics of DS users in different nations. This study aimed to identify and compare selected health-related behaviors of DS users from three European countries. A total of 3,588 adults (32.08 ± 8.04 years) from Poland (1,030 females, 287 males), Germany (994 females, 190 males), and the United Kingdom (911 females, 176 males) were included in the analysis. The study was based on a self-administered survey consisting of 70 questions regarding baseline characteristics, lifestyle, eating, and health habits. The associations of the obtained results were compared using the Kruskal–Wallis test, Pearson Chi-Square test, and Cramer's V value. The highest percentage of DS users (56.98%, n = 2,044) had a correct body weight, while higher body weight values were observed in 39.19% (n = 1,406). In terms of lifestyle, statistically significant differences (p < 0.05) were noted for alcohol consumption and the level of physical activity. Fruit and vegetables were most often consumed a few times a weeks (34.67%, n = 1,244). A similar result was observed for the consumption of whole grain (37.76%, n = 1,355), dairy (39.99%, n = 1,435), eggs (49.67%, n = 1,782), and meat (51.45%, n = 1,846). Most DS users did not have a chronic disease (66.72%, n = 2,394). Among the other conditions, a frequent occurrence (a few times a weeks) of gastrointestinal problems (28.29%, n = 1,015) and concentration disorders (29.15%, n = 1,046) was noted. Cramer's V values (<0.3) indicated a weak (but significant p < 0.05) relationship between the country of residence and most of the analyzed variables. In conclusion, DS users were characterized by a healthy lifestyle with appropriate behaviors but not healthy eating habits.

Introduction

According to the European Food Safety Authority (EFSA), dietary supplements (DS) can be defined as foodstuffs that are consumed for improving the standard diet. DS contain one or more concentrated ingredients such as minerals, vitamins, amino acids, herbal extracts, dietary fiber, and/or other substances with a nutritional or physiological effect. These can be easily taken orally, and are most often available in the form of capsules, tablets, pills, powders, and liquid (1). Studies indicate that at present, nearly half of the adult population in developed countries, such as the United States and Denmark, use DS (2, 3). While in other high-income countries such as Australia, South Korea, and United Arab Emirates, the proportion of DS users is around 30% (46). A rapid increase in the use of DS has been observed in most regions of the world over the last 35 years (7). Moreover, it has been documented that the Coronavirus pandemic has contributed to developing the DS market (8).

Following the definition, DS cannot replace a balanced healthy diet, and their consumption should depend on the nutritional status and nutrition type of individuals and populations. Results from analyzing the intake of 17 basic micronutrients in adult's diets across different European countries (including Poland, the United Kingdom, and Germany), revealed an extremely low intake of vitamin D3. Moreover, zinc, iron in women of childbearing age, vitamin A, and folic acid was consumed at an insufficient level (9). For this reason in some countries, recommendations regarding vitamin D supplementation have been published. National Health Service England (NHS) recommends that adults require an average of 10 μg of vitamin D3 per day and should consider taking a daily supplement during the autumn and winter months (10). The Polish expert panel represents a similar position (11). Better understanding the scope of nutrient intake adequacy across Europe is still a significant challenge.

DS are used not only to correct nutritional deficiencies but also to improve cognitive performance and overall health, prevent diseases, increase the body's efficiency, or even to extend the expected lifetime (1214). The effectiveness of dietary supplementation in the treatment of chronic diseases is still under debate. Evidence supporting the use of vitamin and mineral supplements for the treatment or prevention of non-communicable diseases, such as cardiovascular disorders or cancer, is inadequate (15, 16). However, supplementation has been shown to be beneficial in the treatment of various commonly occurring diseases such as diabetes, obesity, and mental illness (1719). The effect of DS can be determined by several factors, such as the type, dose, and chemical composition of the preparation, usage period, and regularity.

An important issue that gives rise to doubts both among specialists and patients regarding the use of DS is their safety. Due to the lack of a universal regulatory system, these products may contain components that are not declared on the nutrition label, such as contaminants, illegal substances, or other active ingredients capable of interacting with prescription medications or food (20, 21). Moreover, DS may affect the metabolic or physiological functions of the body. Therefore, the decision to use them should be well-considered, justified, and discussed with a health care professional. The users should routinely check the chosen products to avoid potential threats associated with their intake (20, 21).

Previous surveys on the determinants of DS have compared participants using DS and non-users (22, 23) and indicated that supplement users are more likely to be women, non-smokers, older, and have higher educational levels and incomes than people who do not use DS. Studies have shown that supplement users are typically characterized by a more healthy lifestyle, with proper eating habits, a high level of physical activity (PA), greater consumption of fruit and vegetables, and limited consumption of alcoholic beverages (2427).

The use of DS is of interest to scientists, clinicians, and patients because these easily accessible products have a huge influence on human health. Researchers have been emphasizing the need for studies on large groups of people to understand the impact of DS on health (22). Unfortunately, the comparison of DS users within diverse populations is challenging due to the varying definitions of DS, periods of DS use, or methods of data collection (28, 29). Thus far, studies analyzing the characteristics of DS users have mostly focused on only one population (e.g., from the same country) (5, 3033). An exception is the SENECA project (34, 35), and studies conducted by Skeie (36) and Foote (37). However, due to the rapid development of the DS market in recent years, more than 20-year-old research results need to be updated. Knowledge about the characteristics of DS users from different European countries can help to develop effective public health interventions and universal protocols for the administration of supplements (38). This study aimed to identify and compare selected health-related behaviors among the population of DS users from three European countries.

Materials and Methods

Study Design and Participants

This survey-based research was conducted among 3,588 DS users. A self-administered questionnaire, which was available online, was used for the study. The participants were asked to fill in the questionnaire only once. Employees of Sundose sp. z o.o. participated in the data collection and encryption.

The data for the study were collected between January 2021 and November 2021. Women and men who were using DS and filled in the survey questionnaire were eligible for the study. Additional inclusion criteria were as follows: age ≥18 years, lack of mental disorders, and willingness to provide informed consent for participation and personal data. Incomplete, unreal, or conflicting responses were rejected during the data cleaning stage (n = 1,728). The assumption of the data collection stage was to obtain a minimum of 1,000 results from each country. These sample size was sufficient to perform a reliable statistical analysis.

Research Instrument

The self-administrated questionnaire consisted of 70 questions, divided into four categories:

a. Baseline information: gender (female, male); age group (18–30, 31–45, 46–60, 61–75, or >75 years); weight, height, body mass index (BMI); city population (<10.000, 10.000–50.000, 51.000–200.000, 201.000–500.000, or >500.000 people); and the purpose of supplementation (improvement of health, improvement of wellbeing, maintaining the current health state, treatment support, or better outcomes in sports).

b. Lifestyle: activity (from a few times a year to 6+ times during the week) and sport level; sleep problems and duration (from <5 to >10 h); work hours (from I don't work to >12 h); and use of drugs and stimulants.

c. Eating habits: meals quantity; snacks; most popular food categories (fruit and vegetables, whole grain, dairy, eggs, fish, meat, etc.); and food products rich in specific nutrients (e.g., avocado, fermented foods, legumes). The options provided for every question were daily, a few times a week, a few times a month, a few times a year, or no.

d. Health: use of antibiotics and medicaments; presence of skin, hair, and nail problems; diagnosis of immune disorders; diagnosis of gastrointestinal problems; and diagnosis of the most common chronic diseases such as diabetes, hypertension, anemia, osteoporosis, thyroid disease, and others.

Most of the questions required a single selection, while questions regarding age, weight, height, and stimulants required a numeric value. The survey was accessible online directly before the purchase of DS. The participants were aware that their answers define the composition of the purchased product, which made it difficult to obtain reliable data.

Other Covariates

BMI was determined based on the World Health Organization (WHO) classification for adults (39). The value was calculated using the body weight (kg) and height (m) declared by the respondents. Based on the BMI value, the participants were categorized into the following groups: underweight, <18.50 kg/m2; healthy weight, 18.51–24.99 kg/m2; overweight, 25.00–29.99 kg/m2; and obese, >30.00 kg/m2.

Ethical Considerations

The research protocol was approved by the Ethics Committee of Medical University of Lublin, Poland (no. KE-0254/273/2021). All subjects provided informed consent for participation in the study and collecting personal data. The analyzed data did not contain any information that could reveal the identity of the participants.

The manuscript was written following the STROBE (Strengthening the Reporting of Observational Studies in Epidemiology) guidelines for cross-sectional studies (40).

Statistical Analysis

The obtained results were analyzed using Statistica 13.3 software (StatSoft, Inc., Tulsa, OK, United States). Categorical variables were presented as numbers and percentages, or as mean ± standard deviation if numerical. The normal distribution of numerical data was verified using the Shapiro–Wilk test. The average values from the same gender within different countries were compared using the Kruskal–Wallis test. The association between the analyzed behaviors and the inhabited country was determined using the Pearson Chi-Square test of independence. The strength of association was analyzed by calculating Cramer's V value (41). In order to indicate predictors affecting a single DS purchase cost, a generalized linear regression model analysis was performed (GRM). Significance was set at p < 0.05. The random allocation of participants was performed using the Mersenne Twister algorithm.

Results

A total of 2,935 women and 653 men participated in the study (Table 1). Most of the participants were from Poland (36.71%). The percentage of women was higher compared to men for each analyzed country.

TABLE 1
www.frontiersin.org

Table 1. Characteristics of the study group.

Most DS users were in the 18–30 and 31–45-year age group, and the average age of the participants was 32.08 ± 8.04 years. Women and men from Poland were characterized by a significantly lower age than the participants of other countries. The analysis of BMI revealed that the highest percentage of respondents (56.98%, n = 2,044) had a correct body weight, while 39.19% (n = 1,406) of participants had an excessive body weight, of which 14.13% (n = 507) were obese and 25.06% (n = 899) were overweight. The Polish women had a statistically significantly lower body weight and BMI than the German and British women. A similar trend was observed for the men group. The data presented in Table 1 proved that most of the participants were from medium-sized (with 201.000–500.000 people) or large cities (with >500.000 people). The largest agglomerations were mostly inhabited by Polish and British than German DS users. Improvement of wellbeing (49.44%, n = 177) and health (43.56%, n = 1,563) were the primary purposes of supplementation, while only 1.48% (n = 53) of the study group declared that they used DS for maintaining the current health state. Table 2 presents the results of the analysis of lifestyle behaviors in the study group.

TABLE 2
www.frontiersin.org

Table 2. Lifestyle characteristics of DS users.

Analysis of selected lifestyle elements was also carried out. No significant differences in gender and country of residence were observed among participants in terms of playing a sport. Among DS users who were involved in sports training (54.54%, n = 1,957), the largest percentage declared recreational level (28.51%, n = 1,023). Additional PA was rarely performed (<1 time a week, 29.32%), or the frequency was average (2–3 times a week, 30.29%). The responses showed that the number of sleep hours and sleep problems did not differ among the participants. Most participants (60.23%, n = 2,161) indicated that they slept 7–8 h a day and did not declare sleep problems (41.16%, n = 1,477). The analysis of differences with respect to country revealed no statistically significant differences in cigarette smoking and daily coffee intake among participants. On the other hand, significant differences were observed for alcohol consumption. In the group of women, the largest percentage of abstainers (44.06%, n = 438) were from Germany, who also consumed a significantly less amount of beer and vodka than their counterparts. Similarly, British male participants consumed significantly less wine and vodka than Poles and Germans. Compared to British and German participants, Polish men and women consumed the most considerable amounts of high-percent alcohol. Table 3 shows eating habits of the study group.

TABLE 3
www.frontiersin.org

Table 3. Eating habits of the study group.

Among dietary factors, significant differences were observed in the number of meals consumed during the day. The DS users from Poland consumed statistically significantly more number of meals than others. Furthermore, participants from Germany and the United Kingdom more often consumed snacks every day. Fruit and vegetables were most often consumed a few times a week (34.67%, n = 1,244). Similarly, whole grain (37.76%, n = 1,355), dairy (39.99%, n = 1,435), eggs (49.67%, n=1782), and meat (51.45%, n = 1,846). Avocado (34.56%, n = 1,240), legumes (36.62%, n = 1,314), fish (56.44%, n = 2,025), nuts (38.55%, n = 1,383), and fermented food (43.16%, n = 1,547) were consumed only a few times a month. The Kruskal–Wallis test revealed single statistically significant differences within the study group for the consumption of whole grain, dairy, eggs, and nuts. Table 4 presents the results of the analysis of health behaviors in the study group.

TABLE 4
www.frontiersin.org

Table 4. Health characteristics of the study group.

The results indicated that most of the DS users did not have any diagnosed chronic disease, while the remaining suffered from hypothyroidism (8.39%, n = 309) or anemia (2.81%, n = 101). The amount and type of medications used by these participants corresponded with these diagnosed conditions. A considerable number of participants declared frequent occurrence (a few times a week) of gastrointestinal problems (28.29%, n = 1,015) and concentration disorders (29.15%, n = 1,046), while headaches (40.61%, n = 1,457), and muscle tremors (29.40%, n = 1,055) were reported slightly less frequently (a few times a month). Immune disorders were relatively rare (39.13% (n = 1,404) did not have them in the last year), and the frequency of antibiotic use was also very less. The most frequently reported skin, hair, and nail conditions were, respectively, dry/rough (48.08%, n = 1,725), loss (55.21%, n = 1,981), and fragile/brittle (40.38%, n = 1,449). Regarding health characteristics, the men group was more homogeneous than females.

Table 5 presents the association between the analyzed behaviors and the country of residence in the study group.

TABLE 5
www.frontiersin.org

Table 5. Association between the analyzed behaviors and the country of residence in the study group.

In consonance with the Pearson Chi-Square test requirement for independence, in at least 80% of cells, the expected value should be 5 or greater (42). Accordingly, medicaments and diagnosed diseases were excluded from the analysis.

The strength of association between variables was determined through Cramer's V tests. The values of V can range from 0 to 1. A value of 1 or 0 indicates a strong or lack of a relationship, respectively, while values <0.3 indicate a weak relationship between the analyzed variables. The results obtained in this study showed an association between most of the analyzed behaviors and the country of residence (p < 0.05), whereas no association was found for sports training, sport level, sleep problems, sleep hours, and whole-grain consumption (p > 0.05).

A tendency to invest in DS may indirectly influence the determination to use supplementation. An average single cost of a purchased DS in a study group was 15.6 €. In order to indicate predictors affecting this value, a generalized linear regression model analysis was performed. The significant (p < 0.05) effects and their interactions are specified in Table 6. The results indicate that the cost of single DS purchase variability depends on diverse factors—related to health characteristics, eating habits, lifestyle or demographic parameters.

TABLE 6
www.frontiersin.org

Table 6. Generalized linear regression model (GRM) for an average cost of a purchased DS.

The SS-test for the presented complete model in relation to SS-test for the residues indicates that the model describes medium-well the dependent variable, as it is evidenced by a value of the determination coefficient. The R2 of 0.518 indicates that 51.8% of the variance of the dependent variable cost is explained by this model. Therefore, the remaining 48.2% of the variation is explained by other unidentified factors.

Discussion

A rapid increase in the use of DS in recent years prompted us to compare selected health-related behaviors in DS users. Furthermore, only a few studies have been conducted so far among DS users from different nationalities (3437). Thus, the present study is the first to provide detailed information on personalized DS users from Poland, Germany, and the United Kingdom.

Several research teams have compared the users and non-users of DS (5, 23, 24, 4348). In terms of gender, the results obtained in this study are consistent with most scientific reports, in which it has been shown that DS are more often used by women. Some reports (5, 24, 44, 45, 49) suggest women predominance in the range of 5–10 percentage points, while other studies (22, 23, 34, 47, 49), including ours, indicate more significant gender discrepancy. Few studies have shown more frequent consumption of DS by men (47). The average age of the participants in the present study was 32.08 ± 8.04 years, and the largest percentage of DS users were in the age group of 18–30 years (49.55%). The obtained values are lower compared to those presented in most of the earlier studies. This may be due to the fact that in our study, the purchase of DS was mainly via the Internet, which is more often practiced by young people (5052). A relationship between the use of DS and the correct BMI has been demonstrated in previous studies (5, 22, 23, 43, 49). Our study showed a normal BMI in most of the participants. However, significant differences were observed in terms of gender and country of residence. The average BMI of men and women from Germany indicated overweight (BMI > 25 kg/m2). Similar results have been reported for DS users from Greece (30) and Belgium (31). It is worth emphasizing that in this study the DS users group included a low percentage of obese people (14.13%), compared to domestic populations, as around 24% in Poland (53) or Germany (54) and 28% in the United Kingdom are obese (55).

The results of our investigation showed that the main purposes for DS use are improvement of health and wellbeing. Previous studies have shown that the most frequently reported reasons for DS use are “solving or overcoming health problems”(22), “health” (43), “injury or illness” (56), or “medical need/deficiency”(47). These outcomes are in contrast with the reported overall health. The findings of the present study indicated that 66.72% of participants were not diagnosed with any chronic disease. Other studies had also well-documented that most DS users are characterized by appropriate health status. Burnett et al. (5) showed a lack of chronic disease in 91.36% of participants. Similarly, Radwan et al. (47) and Rontogianni et al. (30) revealed that the majority of DS users do not suffer from persistent illnesses. On the other hand, some reports indicated a lower percentage (around 20%) of healthy adults in the studied population (44, 45). Skin, hair, and nail problems were the most common in the group analyzed in the present study. A literature search suggested that this is the first study to report numerous dermatological disorders among DS users. Previous studies have shown that “beauty” or “skin, hair, nails” is one of the primary purposes of supplementation (14, 22, 25, 43). Taking all these into account, the results of the present study confirm the expectations that the global beauty supplement market will reach $7 billion by 2024 (57). Regarding medications, our results showed that contraceptives were the most frequently used drug among the participants (10.23%). As revealed by numerous studies, the main ingredient of DS that may reduce the effectiveness of oral contraceptives and increase the risk of breakthrough bleeding is St. John's wort (5860). Therefore, women taking oral contraceptives should pay attention to the composition of herbal supplements.

According to the WHO (61), regular PA (at least five times a week) can contribute to an improvement in biomedical markers. Our results showed that only 25.92% of DS users followed regular PA. The highest percentage of British DS users were involved in PA for 4–5 times a week, with statistically significant differences observed among women. Additionally, 10.00% of German men and 4.94% of British women were active, involving in PA >6 times a week. These results are in line with the study of Kim et al. (44), who reported that 27.79% of DS users declared a “high” level of PA. Among Australian adults, 43.00% of DS users met the national recommendations (5). Similar results were indicated by Pouchieu et al. (22) (42.50%) and Guo et al. (32) (47.90%). Another study (33) showed that only 15.30% of male and 21.30% of female DS users in Japan undertook physical exercise for 3–7 times a week. On the other hand, as much as 57.6% of Belgium army men declared a high level of PA (31).

The recommended sleep duration for adults is 7 h/day or more (62). The obtained results proved that more than 60% of DS users met this recommendation. No statistically significant differences were observed between participants in terms of country and gender. Furthermore, most of the participants (61.16%) did not have any sleep problems. Our results confirmed those reported by Dickinson et al. (14), who showed that DS users significantly more often “had a good night's sleep” compared to non-users (70 vs. 63%). Several studies concerning lifestyle characteristics have analyzed behaviors such as cigarette smoking, alcohol use, or coffee consumption among DS users. In the current study, 79.37% of participants declared no smoking (p > 0.05 for country and gender). This value agrees with most of the previous works, in which 75.9–88.24% of DS users have been described as ex-smokers and/or non-smokers (5, 22, 31, 32, 37, 44, 47, 63). Former studies have indicated a significant, positive association between alcohol absence and DS use (24, 63, 64). Moreover, the association with different types of alcohol separately has been widely investigated. In contrast to beer consumption, a positive relationship has been found for wine consumption (65, 66). Scientific reports mention different percentages of abstainers among DS users. For example, Rautiainen et al. (23) showed 16.4% of the study group were non-drinkers, and Rontogianni et al. (30) reported 12.21%. On the other hand, Kim et al. (44) and Guo et al. (32) showed a higher percentage of non-drinkers (41.62 and 40.9%, respectively). Our results demonstrated that 37.18% were abstainers, of which the largest (p < 0.05) percentage were German females (44.06%). Few works regarding coffee intake among DS users have shown an inverse relationship between supplement use and coffee consumption in the women group (66). Our research indicated that the highest percentage of DS users (44.68%) consumed reasonable amounts of coffee (about 2–3 cups a day) in each studied country.

According to previous studies (25, 37), participants practicing correct dietary habits used DS more often than those who had not been following a proper diet. The most frequently analyzed eating habit was the consumption of fruit and vegetables. Some reports proved that more than 46.00% of DS users eat ≥5 servings of fruit and vegetables daily (32, 43). Reedy et al. (45) and Beitz et al. (66) indicated that DS users consumed adequate portions of fruit and vegetables per days (5.63 and 6.71, respectively). In contrast, only 7.49% of Australian DS users met daily guidelines (67) recommending five servings of vegetables and two servings of fruit (5). Our results revealed that 25.92% of respondents consumed a sufficient amount of vegetables and fruit (a few times a days). Significant differences were observed with respect to gender and country (the most favorable results were obtained for British DS users). The other plant-based foods (legumes, nuts, avocado) were most often consumed several times a months. It is recommended that legumes should be consumed 2–3 times a week (68) and unsalted nuts should be consumed four times a week (or 30 g daily) (69). However, our study showed that only 14.69% (for legumes) and 17.14% (for nuts) of the participants met these guidelines. Similarly, less than one-fourth of the study group (24.78%) consumed whole grain daily, as per the recommendations (70). Animal products (dairy, eggs, meat) were most often consumed a few times a week which is also in line with the guidelines (7173). In contrast, the frequency of fish consumption by most of the studied DS users was insufficient (74).

Our results indicated that the number of meals consumed during the day significantly differed in the study group. Female DS users from Poland often consumed significantly more number [4 (37.18%) or 5 (18.83%)] of meals compared to Germans and British women. On the other hand, no differences were observed based on nationalities in the group of men. The largest percentage (over 40.00%) consumed three meals a day, which is less than the current Polish or German recommendations (4–5 meals) (75, 76) but in accordance with the British guidelines (at least three meals) (77).

The study has several strengths. First, the analysis of data from different countries allowed for a more comprehensive consideration of dietary supplementation issues. Second, all participants acquired DS from the same source and in a similar form. This enabled eliminating variations in the definition of supplement users, which was an issue in several previous studies (28, 29, 43, 66). A wide range of data was analyzed, contributing to a comprehensive assessment of the most common health behaviors. Furthermore, this research was conducted by an interdisciplinary team consisting of dietitians (KI., MM., TS.), biotechnologists (AK., MC., AP.), and pharmacists (WK.), by applying a multidimensional approach.

Although further studies on a larger number of participants are needed, the sample of DS users analyzed in this study is similar to those investigated in some previous studies on this topic (5, 30, 31, 48, 49). A limitation of the study is the use of a self-administered questionnaire, which might cause errors in data collection. Moreover, the study could not collect detailed information on the size of food portions, components of applied supplements, or health measures. However, similar results have been obtained in several previous works.

Conclusions

In summary, the obtained results demonstrate that DS users had a proper health state associated with healthy lifestyle behaviors. Most participants were characterized by a correct BMI, limited smoking and alcohol consumption, a rare occurrence of diseases, and sufficient sleep. However, the consumption of fruit and vegetables, nuts, legumes, and fish was low and meal frequency was inadequate in the study group. Most of the analyzed behaviors showed an association with nationality.

Data Availability Statement

The datasets presented in this article are not readily available because of ethics restrictions. Requests to access the datasets should be directed to KI, katarzyna.ilowiecka@umlub.pl.

Ethics Statement

The studies involving human participants were reviewed and approved by Ethics Committee of Medical University of Lublin. The patients/participants provided their written informed consent to participate in this study.

Author Contributions

KI: conceptualization and writing review and editing. KI and WK: methodology and writing manuscript. PW, KI, and AK: data analysis. KI, AK, WK, MC, MM, AP, TS, MG, and PW: resources. WK: supervision. All authors have made a substantial, direct, and intellectual contribution to the work and have approved to the final version of the manuscript.

Conflict of Interest

MM, MC, AP, PW, TS, MG, and AK was employed by Sundose Sp. z o.o.

The remaining 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.

Publisher's Note

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.

References

1. European, Food Safety Authority. Food Supplements. Available online at: https://www.efsa.europa.eu/en/topics/topic/food-supplements (accessed December 7, 2021).

Google Scholar

2. Tetens I, Biltoft-Jensen A, Spagner C, Christensen T, Gille M-B, et al. Intake of micronutrients among Danish adult users and non-users of dietary supplements. Food Nutr Res. (2011) 55:10.3402/fnr.v55i0.7153. doi: 10.3402/fnr.v55i0.7153

PubMed Abstract | CrossRef Full Text | Google Scholar

3. Mishra S, Stierman B, Gahche JJ, Potischman N. Dietary supplement use among adults: United States, 2017–2018. NCHS Data Brief. (2021) 1–8. Available online at: https://www.cdc.gov/nchs/products/databriefs/db399.html (accessed January 26, 2022).

Google Scholar

4. Kang M, Kim DW, Baek YJ, Moon S-H, Jung HJ, Song YJ, et al. Dietary supplement use and its effect on nutrient intake in Korean adult population in the Korea National Health and Nutrition Examination Survey IV (2007–2009) data. Eur J Clin Nutr. (2014) 68:804–10. doi: 10.1038/ejcn.2014.77

PubMed Abstract | CrossRef Full Text | Google Scholar

5. Burnett AJ, Livingstone KM, Woods JL, McNaughton SA. Dietary supplement use among Australian adults: findings from the 2011–2012 National Nutrition and Physical Activity Survey. Nutrients. (2017) 9:e1248. doi: 10.3390/nu9111248

PubMed Abstract | CrossRef Full Text | Google Scholar

6. Abdulla NM, Aziz F, Blair I, Grivna M, Adam B, Loney T. Prevalence of, and factors associated with health supplement use in Dubai, United Arab Emirates: a population-based cross-sectional study. BMC Complement Altern Med. (2019) 19:e172. doi: 10.1186/s12906-019-2593-6

PubMed Abstract | CrossRef Full Text | Google Scholar

7. Messerer M, Johansson SE, Wolk A. Use of dietary supplements and natural remedies increased dramatically during the 1990s. J Intern Med. (2001) 250:160–6. doi: 10.1046/j.1365-2796.2001.00872.x

PubMed Abstract | CrossRef Full Text | Google Scholar

8. Lordan R. Dietary supplements and nutraceuticals market growth during the coronavirus pandemic – Implications for consumers and regulatory oversight. PharmaNutrition. (2021) 18:100282. doi: 10.1016/j.phanu.2021.100282

PubMed Abstract | CrossRef Full Text | Google Scholar

9. Mensink GB, Fletcher R, Gurinovic M, Huybrechts I, Lafay L, Serra-Majem L, et al. Mapping low intake of micronutrients across Europe. Br J Nutr. (2013) 110:755–73. doi: 10.1017/S000711451200565X

PubMed Abstract | CrossRef Full Text | Google Scholar

10. Mayor S. Public Health England recommends vitamin D supplements in autumn and winter. BMJ. (2016) 354:i4061. doi: 10.1136/bmj.i4061

PubMed Abstract | CrossRef Full Text | Google Scholar

11. Rusińska A, Płudowski P, Walczak M, Borszewska-Kornacka MK, Bossowski A, Chlebna-Sokół D, et al. Vitamin D supplementation guidelines for general population and groups at risk of vitamin D deficiency in Poland-recommendations of the Polish Society of Pediatric Endocrinology and Diabetes and the expert panel with participation of national specialist consultants and representatives of scientific societies-2018 update. Front Endocrinol. (2018) 9:e246. doi: 10.3389/fendo.2018.00246

PubMed Abstract | CrossRef Full Text | Google Scholar

12. Bailey RL, Gahche JJ, Miller PE, Thomas PR, Dwyer JT. Why US adults use dietary supplements. JAMA Intern Med. (2013) 173:355–61. doi: 10.1001/jamainternmed.2013.2299

PubMed Abstract | CrossRef Full Text | Google Scholar

13. Sirico F, Miressi S, Castaldo C, Spera R, Montagnani S, Di Meglio F, et al. Habits and beliefs related to food supplements: results of a survey among Italian students of different education fields and levels. PLoS ONE. (2018) 13:e0191424. doi: 10.1371/journal.pone.0191424

PubMed Abstract | CrossRef Full Text | Google Scholar

14. Dickinson A, Blatman J, El-Dash N, Franco JC. Consumer usage and reasons for using dietary supplements: report of a series of surveys. J Am Coll Nutr. (2014) 33:176–82. doi: 10.1080/07315724.2013.875423

PubMed Abstract | CrossRef Full Text | Google Scholar

15. Sunkara A, Raizner A. Supplemental vitamins and minerals for cardiovascular disease prevention and treatment. Methodist Debakey Cardiovasc J. (2019) 15:179–84. doi: 10.14797/mdcj-15-3-179

PubMed Abstract | CrossRef Full Text | Google Scholar

16. Fortmann SP, Burda BU, Senger CA, Lin JS. Whitlock EP. Vitamin and mineral supplements in the primary prevention of cardiovascular disease and cancer: an updated systematic evidence review for the US Preventive Services Task Force. Ann Intern Med. (2013) 159:824–34. doi: 10.7326/0003-4819-159-12-201312170-00729

PubMed Abstract | CrossRef Full Text | Google Scholar

17. Dinda B, Dinda M, Roy A, Dinda S. Dietary plant flavonoids in prevention of obesity and diabetes. Adv Protein Chem Struct Biol. (2020) 120:159–235. doi: 10.1016/bs.apcsb.2019.08.006

PubMed Abstract | CrossRef Full Text | Google Scholar

18. Pittas AG, Jorde R, Kawahara T, Dawson-Hughes B. Vitamin D supplementation for prevention of type 2 diabetes mellitus: to D or not to D? J Clin Endocrinol Metab. (2020) 105:dgaa594. doi: 10.1210/clinem/dgaa594

PubMed Abstract | CrossRef Full Text | Google Scholar

19. Guzek D, Kołota A, Lachowicz K, Skolmowska D, Stachoń M, Głabska D. Influence of Vitamin D supplementation on mental health in diabetic patients: a systematic review. Nutrients. (2021) 13:3678. doi: 10.3390/nu13113678

PubMed Abstract | CrossRef Full Text | Google Scholar

20. Dwyer JT, Coates PM, Smith MJ. Dietary supplements: regulatory challenges and research resources. Nutrients. (2018) 10:41. doi: 10.3390/nu10010041

PubMed Abstract | CrossRef Full Text | Google Scholar

21. Perez-Sanchez AC, Tantry EK, Burns EK, Perez VM, Prabhu S, Katta R. Skin, hair, and nail supplements: marketing and labeling concerns. Cureus. (2020) 12:e12062. doi: 10.7759/cureus.12062

PubMed Abstract | CrossRef Full Text | Google Scholar

22. Pouchieu C, Andreeva VA, Péneau S, Kesse-Guyot E, Lassale C, Hercberg S, et al. Sociodemographic, lifestyle and dietary correlates of dietary supplement use in a large sample of French adults: results from the NutriNet-Santé cohort study. Br J Nutr. (2013) 110:1480–91. doi: 10.1017/S0007114513000615

PubMed Abstract | CrossRef Full Text | Google Scholar

23. Rautiainen S, Wang L, Gaziano JM, Sesso HD. Who uses multivitamins? A cross-sectional study in the physicians' health study. Eur J Nutr. (2014) 53:1065–72. doi: 10.1007/s00394-013-0608-5

PubMed Abstract | CrossRef Full Text | Google Scholar

24. Kofoed CLF, Christensen J, Dragsted LO, Tjønneland A, Roswall N. Determinants of dietary supplement use-healthy individuals use dietary supplements. Br J Nutr. (2015) 113:1993–2000. doi: 10.1017/S0007114515001440

PubMed Abstract | CrossRef Full Text | Google Scholar

25. Dickinson A, MacKay D. Health habits and other characteristics of dietary supplement users: a review. Nutr J. (2014) 13:14. doi: 10.1186/1475-2891-13-14

PubMed Abstract | CrossRef Full Text | Google Scholar

26. Cowan AE, Jun S, Gahche JJ, Tooze JA, Dwyer JT, Eicher-Miller HA, et al. Dietary supplement use differs by socioeconomic and health-related characteristics among U.S. Adults, NHANES 20112014. Nutrients. (2018) 10:e1114. doi: 10.3390/nu10081114

PubMed Abstract | CrossRef Full Text | Google Scholar

27. Reinert A, Rohrmann S, Becker N, Linseisen J. Lifestyle and diet in people using dietary supplements: a German cohort study. Eur J Nutr. (2007) 46:165–73. doi: 10.1007/s00394-007-0650-2

PubMed Abstract | CrossRef Full Text | Google Scholar

28. Dwyer J Picciano MF Raiten DJ Members Members of the steering committee national health and nutrition examination survery. Collection of food and dietary supplement intake data: what we eat in America-NHANES. J Nutr. (2003) 133:590S-600. doi: 10.1093/jn/133.2.590S

PubMed Abstract | CrossRef Full Text | Google Scholar

29. Brownie S, Myers S. Wading through the quagmire: making sense of dietary supplement utilization. Nutr Rev. (2004) 62:276–82. doi: 10.1301/nr.2004.jul.276-282

PubMed Abstract | CrossRef Full Text | Google Scholar

30. Rontogianni MO, Kanellopoulou A, Markozannes G, Bouras E, Derdemezis C, Doumas MT, et al. Prevalence and determinants of sex-specific dietary supplement use in a greek cohort. Nutrients. (2021) 13:2857. doi: 10.3390/nu13082857

PubMed Abstract | CrossRef Full Text | Google Scholar

31. Mullie P, Clarys P, Hulens M, Vansant G. Socioeconomic, health, and dietary determinants of multivitamin supplements use in Belgium. Int J Public Health. (2011) 56:289–94. doi: 10.1007/s00038-010-0210-z

PubMed Abstract | CrossRef Full Text | Google Scholar

32. Guo X, Willows N, Kuhle S, Jhangri G, Veugelers PJ. Use of vitamin and mineral supplements among Canadian adults. Can J Public Health. (2009) 100:357–60. doi: 10.1007/BF03405270

PubMed Abstract | CrossRef Full Text | Google Scholar

33. Ishihara J, Sobue T, Yamamoto S, Sasaki S, Tsugane S, JPHC Study Group. Demographics, lifestyles, health characteristics, and dietary intake among dietary supplement users in Japan. Int J Epidemiol. (2003) 32:546–53. doi: 10.1093/ije/dyg091

PubMed Abstract | CrossRef Full Text | Google Scholar

34. Cruz JA, Moreiras-Varela O, van Staveren WA, Trichopoulou A, Roszkowski W. Intake of vitamins and minerals. Euronut SENECA investigators. Eur J Clin Nutr. (1991) 45:121–38.

PubMed Abstract | Google Scholar

35. Brzozowska A, Enzi G, Amorin Cruz J. Medicine use and supplementation practice among participants of SENECA Study. J Nutr Health Aging. (2002) 6:34–8.

PubMed Abstract | Google Scholar

36. Skeie G, Braaten T, Hjartåker A, Lentjes M, Amiano P, Jakszyn P, et al. Use of dietary supplements in the European prospective investigation into cancer and nutrition calibration study. Eur J Clin Nutr. (2009) 63(Suppl. 4):S226–238. doi: 10.1038/ejcn.2009.83

PubMed Abstract | CrossRef Full Text | Google Scholar

37. Foote JA, Murphy SP, Wilkens LR, Hankin JH, Henderson BE, Kolonel LN. Factors associated with dietary supplement use among healthy adults of five ethnicities: the multiethnic cohort study. Am J Epidemiol. (2003) 157:888–97. doi: 10.1093/aje/kwg072

PubMed Abstract | CrossRef Full Text | Google Scholar

38. Gong W, Liu A, Yao Y, Ma Y, Ding C, Song C, et al. Nutrient supplement use among the chinese population: a cross-sectional study of the 2010–2012 china nutrition and health surveillance. Nutrients. (2018) 10:e1733. doi: 10.3390/nu10111733

PubMed Abstract | CrossRef Full Text | Google Scholar

39. WHO Expert Committee. Physical status: the use and interpretation of anthropometry, report of a WHO Expert Committee. World Health Organ Tech Rep Ser. (1995) 854:1–452. Available online at: https://apps.who.int/iris/handle/10665/37003

Google Scholar

40. von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP, STROBE Initiative. The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies. J Clin Epidemiol. (2008) 61:344–9. doi: 10.1016/j.jclinepi.2007.11.008

PubMed Abstract | CrossRef Full Text | Google Scholar

41. Hinkle DE, Wiersma W, Jurs SG. Applied Statistics for the Behavioral Sciences. 5th ed. Boston: Houghton Mifflin Mass. (2003).

Google Scholar

42. McHugh ML. The chi-square test of independence. Biochem Med. (2013) 23:143–9. doi: 10.11613/bm.2013.018

PubMed Abstract | CrossRef Full Text | Google Scholar

43. Mohd Ashri MH, Abu Saad H. Adznam SN?. Socio-demographic characteristics, body weight status and energy intake among users and non-users of dietary supplements among government employees in Putrajaya, Malaysia. Nutrients. (2021) 13:2248. doi: 10.3390/nu13072248

PubMed Abstract | CrossRef Full Text | Google Scholar

44. Kim J, Lee J-S, Shin A, Kang M-H, Shin D-S, Chung H-R, et al. Sociodemographic and lifestyle factors are associated with the use of dietary supplements in a Korean population. J Epidemiol. (2010) 20:197–203. doi: 10.2188/jea.JE20090064

PubMed Abstract | CrossRef Full Text | Google Scholar

45. Reedy J, Haines PS, Campbell MK. Differences in fruit and vegetable intake among categories of dietary supplement users. J Am Diet Assoc. (2005) 105:1749–56. doi: 10.1016/j.jada.2005.08.009

PubMed Abstract | CrossRef Full Text | Google Scholar

46. Cross AJ, George J, Woodward MC, Ames D, Brodaty H, Elliott RA. Dietary supplement use in older people attending memory clinics in australia. J Nutr Health Aging. (2017) 21:46–50. doi: 10.1007/s12603-016-0742-x

PubMed Abstract | CrossRef Full Text | Google Scholar

47. Radwan H, Hasan HA, Ghanem L, Alnajjar G, Shabir A, Alshamsi A, et al. Prevalence of dietary supplement use and associated factors among college students in the United Arab Emirates. J Community Health. (2019) 44:1135–40. doi: 10.1007/s10900-019-00700-2

PubMed Abstract | CrossRef Full Text | Google Scholar

48. Brownie S, Rolfe M. Health characteristics of older Australian dietary supplement users compared to non-supplement users. Asia Pac J Clin Nutr. (2004) 13:365–71.

PubMed Abstract | Google Scholar

49. Rovira M-A, Grau M, Castañer O, Covas M-I, Schröder H, REGICOR Investigators. Dietary supplement use and health-related behaviors in a mediterranean population. J Nutr Educ Behav. (2013) 45:386–91. doi: 10.1016/j.jneb.2012.03.007

PubMed Abstract | CrossRef Full Text | Google Scholar

50. Zatz LY, Moran AJ, Franckle RL, Block JP, Hou T, Blue D, et al. Comparing online and in-store grocery purchases. J Nutr Educ Behav. (2021) 53:471–9. doi: 10.1016/j.jneb.2021.03.001

PubMed Abstract | CrossRef Full Text | Google Scholar

51. Rogus S, Guthrie JF, Niculescu M, Mancino L. Online grocery shopping knowledge, attitudes, and behaviors among SNAP participants. J Nutr Educ Behav. (2020) 52:539–45. doi: 10.1016/j.jneb.2019.11.015

PubMed Abstract | CrossRef Full Text | Google Scholar

52. Jairoun AA, Al-Hemyari SS, Abdulla NM, El-Dahiyat F, Jairoun M, Al-Tamimi SK, et al. Online medication purchasing during the COVID-19 pandemic: potential risks to patient safety and the urgent need to develop more rigorous controls for purchasing online medications, a pilot study from the United Arab Emirates. J Pharm Policy Pract. (2021) 14:38. doi: 10.1186/s40545-021-00320-z

PubMed Abstract | CrossRef Full Text | Google Scholar

53. Stepaniak U, Micek A, Waśkiewicz A, Bielecki W, Drygas W, Janion M, et al. Prevalence of general and abdominal obesity and overweight among adults in Poland. Results of the WOBASZ II study (2013–2014) and comparison with the WOBASZ study (2003-2005). Pol Arch Med Wewn. (2016) 126:662–671. doi: 10.20452/pamw.3499

PubMed Abstract | CrossRef Full Text | Google Scholar

54. Effertz T, Engel S, Verheyen F, Linder R. The costs and consequences of obesity in Germany: a new approach from a prevalence and life-cycle perspective. Eur J Health Econ. (2016) 17:1141–58. doi: 10.1007/s10198-015-0751-4

PubMed Abstract | CrossRef Full Text | Google Scholar

55. Baker C,. Obesity Statistics. House of Commons Library. (2021). Available online at: https://commonslibrary.parliament.uk/research-briefings/sn03336/ (accessed January 25, 2022).

Google Scholar

56. Alfawaz H, Khan N, Alfaifi A, Shahrani FM, Al Tameem HM, Al Otaibi SF, et al. Prevalence of dietary supplement use and associated factors among female college students in Saudi Arabia. BMC Womens Health. (2017) 17:e116. doi: 10.1186/s12905-017-0475-y

PubMed Abstract | CrossRef Full Text | Google Scholar

57. Business, Wire,. Global $7.1 Billion Beauty Supplements Market 2016-2024 - Growth Trends, Key Players, Competitive Strategies and Forecasts - Research and Markets. Available online at: https://www.businesswire.com/news/home/20170621005635/en/Global-7.1-Billion-Beauty-Supplements-Market-2016-2024—Growth-Trends-Key-Players-Competitive-Strategies-and-Forecasts—Research-and-Markets (accessed January 26, 2022).

Google Scholar

58. Gardiner P, Graham RE, Legedza ATR, Eisenberg DM, Phillips RS. Factors associated with dietary supplement use among prescription medication users. Arch Intern Med. (2006) 166:1968–74. doi: 10.1001/archinte.166.18.1968

PubMed Abstract | CrossRef Full Text | Google Scholar

59. Izzo AA, Ernst E. Interactions between herbal medicines and prescribed drugs. Drugs. (2009) 69:1777–98. doi: 10.2165/11317010-000000000-00000

PubMed Abstract | CrossRef Full Text | Google Scholar

60. Hall SD, Wang Z, Huang S-M, Hamman MA, Vasavada N, Adigun AQ, et al. The interaction between St John's wort and an oral contraceptive. Clin Pharmacol Ther. (2003) 74:525–35. doi: 10.1016/j.clpt.2003.08.009

PubMed Abstract | CrossRef Full Text | Google Scholar

61. Health. gov. Physical Activity Guidelines for Americans. Available online at: https://health.gov/our-work/nutrition-physical-activity/physical-activity-guidelines/previous-guidelines/2008-physical-activity-guidelines (accessed January 26, 2022).

Google Scholar

62. Watson NF, Badr MS, Belenky G, Bliwise DL, Buxton OM, Buysse D, et al. Recommended amount of sleep for a healthy adult: a joint consensus statement of the american academy of sleep medicine and sleep research society. Sleep. (2015) 38:843–4. doi: 10.5665/sleep.4716

PubMed Abstract | CrossRef Full Text | Google Scholar

63. Mahdavi-Roshan M, Rezazadeh A, Joukar F, Khorshidi Y, Naghipour M, Mansour-Ghanaei F. Dietary supplements consumption and its association with socioeconomic factors, obesity and main non-communicable chronic diseases in the north of Iran: the PERSIAN Guilan Cohort Study (PGCS). BMC Nutrition. (2021) 7:e84. doi: 10.1186/s40795-021-00488-2

PubMed Abstract | CrossRef Full Text | Google Scholar

64. Peklar J, Henman MC, Richardson K, Kos M, Kenny RA. Food supplement use in the community dwelling population aged 50 and over in the Republic of Ireland. Complement Ther Med. (2013) 21:333–41. doi: 10.1016/j.ctim.2013.06.004

PubMed Abstract | CrossRef Full Text | Google Scholar

65. Radimer K, Bindewald B, Hughes J, Ervin B, Swanson C, Picciano MF. Dietary supplement use by US adults: data from the National Health and Nutrition Examination Survey, 1999–2000. Am J Epidemiol. (2004) 160:339–49. doi: 10.1093/aje/kwh207

PubMed Abstract | CrossRef Full Text | Google Scholar

66. Beitz R, Mensink GBM, Hintzpeter B, Fischer B, Erbersdobler HF. Do users of dietary supplements differ from nonusers in their food consumption? Eur J Epidemiol. (2004) 19:335–41. doi: 10.1023/b:ejep.0000024698.76843.3b

PubMed Abstract | CrossRef Full Text | Google Scholar

67. National Health Medical Research Council. Australian Dietary Guidelines Summary. Available online at: https://www.eatforhealth.gov.au/guidelines (accessed January 27, 2022).

Google Scholar

68. Recommended Amount of Legumes. Grains & Legumes Nutrition Council. (2013). Available online at: https://www.glnc.org.au/grains/recommended-amounts/legumes-recommendations/ (accessed January 28, 2022).

Google Scholar

69. Brown R, Gray AR, Chua MG, Ware L, Chisholm A, Tey SL. Is a handful an effective way to guide nut recommendations? Int J Environ Res Public Health. (2021) 18:7812. doi: 10.3390/ijerph18157812

PubMed Abstract | CrossRef Full Text | Google Scholar

70. The Whole Grains Council. U.S. Dietary Guidelines and Whole Grains. Available online at: https://wholegrainscouncil.org/whole-grains-101/how-much-enough/us-dietary-guidelines-and-wg (accessed January 28, 2022).

Google Scholar

71. Knowledge, for policy,. Food-Based Dietary Guidelines in Europe - Table 10. Available online at: https://knowledge4policy.ec.europa.eu/health-promotion-knowledge-gateway/food-based-dietary-guidelines-europe-table-10_en (accessed January 28, 2022).

Google Scholar

72. Cocking C, Walton J, Kehoe L, Cashman KD, Flynn A. The role of meat in the European diet: current state of knowledge on dietary recommendations, intakes and contribution to energy and nutrient intakes and status. Nutr Res Rev. (2020) 33:181–189. doi: 10.1017/S0954422419000295

PubMed Abstract | CrossRef Full Text | Google Scholar

73. Comerford KB, Miller GD, Boileau AC, Masiello Schuette SN, Giddens JC, Brown KA. Global review of dairy recommendations in food-based dietary guidelines. Front Nutr. (2021) 8:e671999. doi: 10.3389/fnut.2021.671999

PubMed Abstract | CrossRef Full Text | Google Scholar

74. Liu C, Ralston NVC. Seafood and health: what you need to know? Adv Food Nutr Res. (2021) 97:275–318. doi: 10.1016/bs.afnr.2021.04.001

PubMed Abstract | CrossRef Full Text | Google Scholar

75. Piramida-Zdrowego-Zywienia. Pyramid of Healthy Nutrition and Physical Activity (in Polish). Available online at: https://ncez.pzh.gov.pl/dzieci-i-mlodziez/piramida-zdrowego-zywienia-i-stylu-zycia-dzieci-i-mlodziezy-2/ (accessed January 28, 2022).

Google Scholar

76. Oberritter H, Schäbethal K, Ruesten A, Boeing H. Nuthetal The DGE nutrition circle - presentation and basis of the food-related recommendations from the German Nutrition Society (DGE). Ernaehrungs Umschau. (2013) 60:24–9. doi: 10.4455/eu.2013.004

CrossRef Full Text | Google Scholar

77. NHS. How to Eat Well. Available online at: https://www.nhsinform.scot/healthy-living/preventing-falls/keeping-well/how-to-eat-well (accessed January 28, 2022).

Google Scholar

Keywords: dietary supplements, dietary supplement users, lifestyle, dietary habits, health behaviors, characteristics, consumer surveys

Citation: Iłowiecka K, Maślej M, Czajka M, Pawłowski A, Więckowski P, Styk T, Gołkiewicz M, Kuzdraliński A and Koch W (2022) Lifestyle, Eating Habits, and Health Behaviors Among Dietary Supplement Users in Three European Countries. Front. Public Health 10:892233. doi: 10.3389/fpubh.2022.892233

Received: 08 March 2022; Accepted: 11 May 2022;
Published: 01 June 2022.

Edited by:

Kewal Krishan, Panjab University, India

Reviewed by:

Pratibha Taneja, Sudha Rustagi College of Dental Sciences and Research, India
Giovanna Caparello, University of Rome Tor Vergata, Italy

Copyright © 2022 Iłowiecka, Maślej, Czajka, Pawłowski, Więckowski, Styk, Gołkiewicz, Kuzdraliński and Koch. 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.

*Correspondence: Katarzyna Iłowiecka, katarzyna.ilowiecka@umlub.pl; Wojciech Koch, kochw@interia.pl

Disclaimer: 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.