Energy drinks consumption among different social groups: motivations, factors and norms

Analysis of forum materials and marketing research, survey database analysis. Theoretical framework, empirical evidence. Marketing reports, theoretical thematic analysis of qualitative data themes and sub-themes. Hard studying and working periods.

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FEDERAL STATE AUTONOMOUS EDUCATIONAL INSTITUTION

FOR HIGHER PROFESSIONAL EDUCATION

NATIONAL RESEARCH UNIVERSITY HIGHER SCHOOL OF ECONOMICS

St. Petersburg School of Social Sciences and Area Studies
Energy drinks consumption among different social groups: motivations, factors and norms
Field of study: 39.03.01 Sociology
Ksenia Eritsyan

Saint Petersburg 2020

Contents

  • Introduction
    • Research questions
    • Definitions of terms
  • Literature review
    • Theoretical framework
    • Empirical evidence
  • Methods1
    • Analysis of forum materials and marketing research
    • Analysis of interview data
    • Survey database analysis
  • Results
    • Forums
    • Marketing reports
    • Interview analysis
  • Discussion
  • References
  • Appendix A
  • Appendix B
  • Appendix C
  • Appendix D

Introduction

Energy drink is a beverage that “contains a lot of sugar, caffeine, or other substance that makes you feel more active” (Oxford Dictionary, n.d.).

Energy drinks appeared in the `80s of the last century but have only recently gained popularity (Grуsz&Szatmбri, 2008). These drinks contain various substances that are supposed to increase energy, improve well-being, cognitive function, and productivity: first of all, caffeine, then - taurine, guarana, l-carnitine, various vitamins, and other elements. Depending on the amount of caffeine in the drink, the risks associated with the use of an energy drink increase: in general, the amount of this substance in the beverage is equal to the amount of caffeine in freshly brewed coffee, but some manufacturers change this quantity and sometimes this value can be equal to 300 mg per 100 g of the drink, which is 10 times more than the usual ratio.

In consideration of the fact that a large amount of caffeine negatively affects human health and creates an adverse incentive of the nervous system (Dworzaсski et al., 2009), unfavorable effects on the cardiovascular, hematological, and digestive systems (Ishak et al., 2012), health studies illustrate that the consumption of energy drinks does not contribute to recovery or improvement of health and often causes deterioration of wellbeing: this leads to symptoms such as headaches, insomnia, heart palpitations, anxiety, convulsions, especially among “vulnerable groups” - children, youth, and people with chronic disorders, etc. (Seifert et al., 2011).

These concerns led to a mass discussion of energy drinks not only in society but also at the level of legislation. For example, in 2010, the United States of America banned the sale of energy drinks containing alcohol due to a decision on their negative effect on health (Wadman, 2010), while in Russia, the ban on low-alcohol energy drinks was accepted in the Federal law “On state regulation of production and turnover of ethyl alcohol, alcoholic and alcohol-containing products” (2018). In some countries, the sale of energy drinks is prohibited by age: for example, in the Arab Emirates, it is prohibited to sell drinks to teenagers under 16 years, while in Lithuania, the ban applies to all people who have not reached 18 years (Thrastardottir, 2014). The same situation exists in some regions of Russia: St. Petersburg adopted a law prohibiting the sale of energy drinks to minors (2019) earlier such law was adopted in the Amur, Moscow, and Omsk regions. Besides, there are some attempts to prohibits sales on the territory of youth, educational, medical, and cultural organizations, as well as sports institutions (Draft of Federal “On restrictions on the retail sale and consumption of non-alcoholic energy drinks”, n.d.). In some countries, proposals to restrict sales were rejected: in 2020, in Bahrain, according to the article “Bahrain: No Restriction on Selling Energy Drinks to Youngsters”, the already planned ban on sales was refused by the Parliament for lack of sufficient confirmation of the threat (2020). To sum up, there is a continuous discussion about the position of energy drinks and today the beverages have a marginal position between strictly controlled psychoactive substances and soft drinks that do not have any restrictions in use and sale (Ерицян&Колпакова, 2017).

In the scientific sphere, there are two main directions addressed to the studying of energy drink consumption. The first one represents the relationship between beverage use and health. This approach analyzes the direct and indirect effects on the physical condition of an individual (nausea, headaches, heart problems, and so on), as well as on psychological health and behavioral disorders such as addiction, stress, anxiety, and risk behavior (Azagba & Sharaf, 2014). The latter is often considered in the investigation of the use of drugs, alcohol, other psychoactive substances, and mixing them with energy drinks (Azagba & Sharaf, 2014; Mann et al., 2016).

Secondly, there is a considerable amount of literature examines the consumption as a manifestation of food behavior: social relations related to the quantity, place, time, type of food, as well as various contexts and surrounding conditions of food consumption are considered. This approach examines factors that influence diet and eating behavior (Higgs & Thomas, 2016), which in turn are related to the lifestyle of an individual or group in general, and in this way, energy drinks are an important marker of these relations.

Research questions

Thereby, the present paper aims to look at the consumption of energy drinks from a sociological point of view, considering individual and group levels of consumption in conjunction with external conditions.

Consequently, the study addresses several further questions on energy drinks consumption: initially, which population groups are the main consumers of energy drinks and, secondly, what motivations, factors, and norms determine the consumption of energy drinks.

To answer the questions, it is necessary to:

1) identify which social groups consume energy drinks,

2) investigate what motivates individuals to consume energy drinks,

3) determine what socio-economic factors influence consumption,

4) find out whether there are norms of consumption and how they vary among different social groups.

The theoretical relevance of the research topic can be explained in the lack of theoretical models interpreting the motivations of energy drinks consumers together with the scant experience of analysis of energy drinks consumption in Russia. The practical significance of this work is demonstrated by the need to understand the relationships between the consumption of energy drinks and various risky and deviant behavior, research of evidence for or against various prohibitive or preventive measures, which are based not only on individual cases but also on the practices and norms of social groups.

Definitions of terms

To understand the research strategy, it is necessary to define the main terms of this work.

The concept of a norm in the scientific world also has multiple definitions. Thus, according to Parsons ' theory (Elster, 1989), a norm is a description of a specific mode of action that is considered socially desirable. The group identity theory defines norms as collective beliefs about what actions are appropriate in a group and does not violate its integrity (Jaspars, 1982). The rational choice theory asserts that norms are a “utilitarian behavioral strategy” that helps to avoid the application of negative social sanctions (Coleman, 1989). Thus, in this paper, the norms are defined as socially desirable behavior, the violation of which leads to the application of various negative sanctions (Pikunova, 2019).

Factors in this article are considered as elements of an individual's life, facts, and experiences that affect the personality and lifestyle, and motivations are self-expressed beliefs of an individual associated with performance behavior and the desire to achieve a goal (Pikunova, 2020).

Literature review

Theoretical framework

The globalization of the supply chain, the transition to a society of product abundance, and the development of supply chains have increased the importance of the topic of consumption in the scientific world. Accordingly, this topic has attracted the attention of sociologists relatively recently (Pikunova, 2019).

Within the framework of sociology, the economic, cultural, and social characteristics of the individual and, consequently, the individuals belonging to a social group played a major role throughout the research process on this topic. In this sense, belonging to a social group determines an individual's lifestyle, which, for example, according to Weber (1946), is directly related to many areas of life: how a person dresses, how he or she spends his leisure time, what his or her level of education and occupation is, what they eat, etc.

Veblen (1973) also addressed the concept of lifestyle as part of the theory of conspicuous consumption. In his concept, individuals vie with each other for a place in the social structure and for various benefits. Using certain products and resources that relate to the lifestyle of a certain group helps to “demonstrate” that a person belongs to a certain circle of people. Here, the main focus is the percolation of consumption trends and rules from the upper to the lower strata, as well as the consumption of luxury goods, which makes the theory limited.

Consumption practices represent various patterns, rituals, habits, and establish social structure and order. Thus, Bourdieu (1984) believes that the lifestyle of an individual is one of the most important indicators of a person's position in society. Having grown out of the social context, the lifestyle is presented through a series of constant personal choices and forms a certain framework for consumption that limits the consumption of some groups and promotes the consumption of others, in other words, a lifestyle is a “set of distinctive preferences” that demonstrates the same intentions.

According to Bourdieu (Bourdieu, 1984), a person's position is determined by the quantity and quality of capital that an individual possesses: economic (access to various resources), social (relationships with other people), and cultural capital (cultural knowledge, skills, and experience). It is important to note that the latter, according to the sociologist, can be interpreted as the ability to determine which culture is legitimate, and develops unconsciously and takes roots from socialization (in the family, school, and so on). According to Bourdieu's terminology (Bourdieu & Nice, 1977), this is how the “habitus” of a social group is created and reproduced. Habitus is the worldview and predispositions of people, their cognitive base, which represents the attitudes and social world of individuals. Habitus forms the tastes and consumer preferences of an individual repeats with subsequent generations and is deeply entrenched socially.

Another related concept of the “field” (Bourdieu, 1990), that is, the context in which social action is performed, is also useful in explaining consumer behavior - so, according to Bourdieu, the sphere of consumption is the “field” of power interactions and relations of struggle - individuals with the largest amount of capital define and impose certain “rules” regarding preferences, create a hierarchy of consumer norms.

Thus, Bourdieu in his theory connects the individual level of influence and structure.

Since, in my opinion, the consumption of energy drinks cannot be explained only by the immediate physical need (for example, increasing of alertness), I believe that it is necessary to study a range of factors not only at the micro-level but also at the macro-level, that is, the broader influence exerted by the social environment. I believe that Bourdieu's approach for lifestyle and consumption is the most appropriate theoretical framework for this type of research.

Empirical evidence

Analysis of articles on the topic of energy drink consumption demonstrated that the works can be divided into sections. The first section is related to the use of energy drinks as or among various supplements to improve physical condition and combat such phenomena as drowsiness, fatigue, and lack of strength. A subsection of this part is the study of the energy drinks use in various professional and generally specific contexts since often the need to improve health is associated with the type of activity of the individual. The next section examines the energy drink consumption as part of food behavior. The third cluster considers various types of risk behaviors, such as mixing with alcohol, smoking, aggressive behavior, etc. The last section, small in number but no less important, discusses performing of identity through drinking this kind of beverages, in particular, masculinity.

The first cluster considers energy drinks as a way to improve health and a tool for external intervention in the physical state. In this section, the main focus is on the “medicinal properties” of beverages that help improve cognitive function, add energy, and relieve stress. Alternative substances are mainly coffee drinks, medicinal and herbal supplements. For example, a study (O'Dea, 2003) using focus groups with students examines energy drinks among other nutritional supplements. So, according to the study, teenagers often turn to energy drinks to get “a bit of a buzz”, refresh themselves and become more active (O'Dea, 2003). In this regard, energy drinks can become a legal stimulant for sports activities, so many respondents report that they use the drinks before the start of competitions or at regular training sessions.

Since many jobs are associated with the need to “extend “the working day, this cluster has a focus on “professional” consumption. Usage of energy drinks is actual among drivers, since driving is a monotonous process, and often working hours fall at night. For example, the study of bus drivers (Erdogan & Kurcer, 2019) notes that 31.8% of respondents regularly drink energy beverages, and most of them are young, single drivers who work without a vacation. One of the conclusions must be the fact that among them more than a third of people complain of sleep problems and fatigue, but there is no evidence about causal relationships.

Another field of research associated with a busy work schedule is military service. For example, a study of military personnel from Afghanistan (Centers for Disease Control and Prevention (CDC), 2012) shows the following figures: those who consume 3 or more energy drinks per day, report more sleep disorders and falling asleep during important meetings. I believe it is important to note that this work does not address “cause-and-effect” relationships, and thus it remains unclear whether soldiers use energy drinks because of poor sleep and fatigue, or vice versa, drinking of this kind of beverages does not allow individuals to get enough sleep and lead to negative consequences. Also, nightlife can be demonstrated not only by the type of activity but also by hobbies and interests - so, researchers turn to night clubs. Paper (Nic Droste et al., 2016) examines club regulars who, with the help of energy drinks, can not only stay awake longer but also represent their lifestyle and identity. In this case, the study is of great interest on my part, since it examines the consumption socially and identifies not only a group of consumers, but also tries to describe their culture. Another article (Peacock et al., 2016) also addresses club life, and classifies visitors into several types based on various variables such as gender, age, alcohol consumption, use of drugs, energy drinks, etc. the Presence of energy drinks as one of the elements of the classification suggests that they may be part of the culture of some groups, in particular in the case of night club users.

The second cluster of works is devoted to risk behavior. The most commonly considered practice is mixing energy drinks with alcohol, cigarettes, drugs, and psychoactive substances. For example, the article (Skewes et al., 2013) uses a survey to investigate the consumption of these substances by students. The results show that the use of energy drinks is associated with binge drinking, the manifestation of various consequences from alcohol consumption and alcohol dependence. It is not known what the direction of this connection is, the article refers to association relationships. This article pays special attention to ethnicity, but there is no statistical difference between these groups.

The article (Nicolas Droste et al., 2014) indicates energy drinks in combination with alcohol can raise the risk of alcohol addiction and even harm and aggressive behavior. Another study (McKetin et al., 2014) focuses on narcotic substances and energy drinks, and here we are talking about intoxication: if these substances are mixed, the risk of intoxication increases. Thus, the use of alcohol and other psychoactive substances can be significant factors in the use of energy drinks, and consumption is most common among students involved in risky behavior.

Dangerous driving associated with these practices is also the subject of research. Studies (Spierer et al., 2014) come to the general conclusion that mixing alcohol and energy drinks in comparison with drinking only alcohol increases the chances of driving under the influence of alcohol and being a passenger with an intoxicated driver.

The study (Mash et al., 2014) looks at the energy drinks use from a completely new angle: the authors try to link the suicidal risk of the US army soldiers to the use of energy drinks. The results show that respondents who consume energy drinks daily are three times more likely to demonstrate suicidal ideation. This article adds a psychological factor to the discussion, pushing researchers to consider not only the physical state of consumers but also their mental health.

The focus of the next section is the consumption of energy drinks as part of eating behavior. Here, drinks are part of the individual's diet and food selection habits, and often in this context, energy drinks take on the role of soft drinks and are used not because of their properties that affect health, but because of their taste characteristics and availability. In this regard, energy drinks are considered part of an unhealthy diet: a study (Scully et al., 2007) conducted with students in Australia examined dietary behavior, physical activity, and television use. The results showed that 44% of respondents drink energy drinks 4 or more times a week, and this is often associated with the consumption of various harmful snacks. A similar study was also conducted in Iraq (Musaiger et al., 2014), but the main issue of this work was the gender differences between these practices. So, the authors concluded that boys are more likely to consume energy drinks and junk food. I believe that only gender differences cannot explain this difference, and the article (Holubcikova et al., 2016) adds a new perspective to this issue and examines the unhealthy eating habits of 13-15-year-olds and the presence of parental control. So, respondents without parental supervision over their eating behavior were more likely to drink energy drinks. Thus, this cluster shows us the other side of energy drink consumption, and the motivations for usage differ significantly from those shown in other clusters.

The last pool of work addresses the issue of masculinity. This direction is closest to the Bourdieu habitus, as it reflects the group's worldview and attitudes, which are reproduced by energy drink consumption practices. For example, in the work (Wimer & Levant, 2013), the ideological base comes to the fore, conformity to norms appears, and various manifestations of gender conflicts that are considered in connection with the consumption of these drinks. Besides, relationships are complicated by moderation relationships using variables related to sports identity and a sense of belonging to the fraternity. The results of the study show a positive relationship between variables and energy drink consumption and suggest that energy drinks may indeed be a marker of certain social group dispositions. Another study (Roberson, 2005) refers not to direct drinking, but to the display of drinks in another “field” - advertisement: energy drinks are strongly connected with the image of a man working for a company who must be competitive, overcome difficulties and fight. This work supports the idea of reproducing norms of energy drinks consumption and taking its root in social space.

Summing up the literature review, it can be noted that (1) the groups which are more excessively studied are teenagers and young people; (2) energy drinks are often associated with risky behavior and use of other psychoactive substances; (3) social affiliation and the context of the energy drinks use is considered by researchers less than the impact on health and consequences of use; (4) there is lack of Russian research of this topic; (5) there is lack of qualitative and mix-methods studies.

Methods

This paper tracks two areas of research: first, identifying the social groups that are the main consumers of energy drinks, and second, investigating why and how this use occurs.

To better understand the problem and consider different perspectives on energy drink consumption, this study uses a mixed-method approach and consists of several consecutive parts: (1) analysis of the Internet space by searching for active forums discussing the use of energy drinks and analysis of marketing research, through which the main groups of consumers will be identified (a quantitative part), and (2) empirical study of students - the group which was identified on the first stage as one of the important - through the analysis of secondary data - qualitative interview data collected by the project team among students (a qualitative part) and survey data of substance use monitoring study (alcohol, cigarettes, energy drinks, etc.) among students as well (a quantitative part).

This research is conducted in Russian realities, since, according to what was said earlier, there is a lack of such domestic research in the scientific world. Thus, St. Petersburg is the main field for studying in this work since this city is a metropolis, which allows different social groups to perform different identities and choose life trajectories.

Analysis of forum materials and marketing research

To answer the first research question, the data from Internet sites which include discussions about energy drink consumption was used. In this way, to find these pages two largest Russian search engines - Google and Yandex - were taken into account. The search query was “energy drinks forum” in Russian (the more informal version of “energitiki” was not used since it has a double meaning and often produces results related to the energy industry) to cover the main topic of discussion without specifying it and get the most complete coverage of the issues and topics considered in these pages, and to indicate “forums” since the main interest was the sharing of opinions and personal experiences.

The limit on the number of links was 20 since links after this threshold were less active and informative, and often included articles, product ads, and links to official websites of various brands. It is important to note that Yandex has issued the largest number of forums, while Google showed a great number of pages without discussion, not matching the selection criteria. Then the data was cleared-duplicate links (only one link was repeated on two search platforms), forums without discussion, articles, advertising pages, inactive links were removed. The remaining forums were divided into sections depending on the type and theme of the forum and analyzed for the various consumer group, the issue of discussion, activity, and repetitive practices related to the consumption of energy drinks (Table A1). In total, 26 forums were found. The summarized information is presented in Table 1.

Table 1

Forum materials: descriptive information

Type

Number of forums

The average number of answers

Context

Consumers

discussion club, “chatterers”

5

51.8 (min = 19; max = 96)

harms and benefits of energy drinks on human health, consequences of use, personal experience

general audience

women's forum

2

87.5 (min = 66; max = 109)

the effectiveness of various energy drinks, personal experience, the impact of drinks on health (including children health)

women,

young people

maternity

1

66

impact on health and prevalence of beverages among children and adolescents, discussion of restrictive measures

children and teenagers - children of forum users

video games, technologies, and gadgets

5

196.2 (min = 32; max = 357)

the effectiveness of various energy drinks in increasing alertness, personal experience, the impact of drinks on health, possible alternatives

general audience; gamers and people involved in the gaming community

pickup forum

2

34.5 (min = 15; max = 54)

experience of use in terms of masculinity (strength, endurance, sexual potential); influence on health and motivation

men

cars and driving

2

53 (min = 49; max = 57)

the effectiveness of various energy drinks in increasing alertness, personal experience, the impact of drinks on health, possible alternatives

drivers, young people

healthy lifestyle and sports

3

92 (min = 3; max = 250)

1) impact on health and physical condition 2) use of beverages during sports as “legal doping”

athletes and people involved in a healthy lifestyle

reviews of products

3

118.3 reviews (min = 65; max = 200)

comparison of energy drinks by various properties as products

general audience

religion

1

7

health effects, religious tolerance of beverages

general audience

city forum

2

123.5 (min = 75; max = 172)

influence on health, energy drinks as tools for raising motivation and helping professional groups (working at night, etc.)

general audience

Next, the analysis of marketing research was carried out in the search engine Google and Google Scholar using the query “marketing research energy drinks”. The results included market research results, articles including statistics from market research, and advertising articles. Only sources that included information about users were considered.

Together with the examination of studies, it was concluded which groups are the potential predominant majority among consumers.

Analysis of interview data

Since young people are the main object of research in scientific papers on the consumption of energy drinks, as well as the main group of consumers identified at the stage of analysis of forum materials, it was decided to focus on them. To conduct a deeper analysis of consumption practices and answer the second research question, students - representatives of a group of young people with the most diverse backgrounds and representing different social groups - were selected.

Thus, the next step was to work with secondary data obtained in qualitative research. In total, the set consisted of 20 interviews, 18 of which were collected in the course of the HSE St. Petersburg educational project “Youth consumption of energy drinks: everyday practices, personal meaning, and socio-cultural determination” by students of 2-4 courses under the guidance of K. Y. Yeritsyan in 2017-2018. My contribution was 5 interviews collected - 3 of them conducted during the project work and 2 interviews collected for the course paper. The interview was conducted with students of Saint Petersburg universities aged 17 to 25 using purposeful sampling the principle of which is to select information-rich and significant cases related to the phenomenon of interest (Palinkas et al., 2015). Data collection was conducted using a semi-structured interview. Recruitment methods were based on the use of screening respondents and searching for respondents among personal contacts. Thus, the screening elements were: 1) age (from 17 to 25); 2) being a student; 3) consumption of energy drinks at least once in the last month (to study current and active consumption). All interviews were conducted using the face-to-face method to establish a more trusting relationship between the respondent and the interviewer and to capture the respondent's emotions. During the interview, audio recordings were used with the permission of the respondents. The length of the interview was specified for only half of the collected interviews and its average value was 23 minutes.

The guide (Appendix 2), compiled during the course of the project, included questions about the personal experience of the consumption of energy drinks, attitudes, effects, and consequences, mixing energy drinks with alcohol, barriers, and difficulties encountered by respondents when using drinks.

Two additional interviews were collected later for a course paper “Cultural Norms and Means of Energy Drinks Consumption” (Pikunova, 2019). The sampling, collection, recruitment, screening, and guide methods were the same.

As for respondents, the majority were females (65%), while males were 7 out of 20 people who participated in the interview. The average age of the respondents was 19.6 (SD = 1.14; min = 17, max = 22). All respondents were students (according to the terms of the screening) and represented the faculties of sociology, economics, management, and law. Five respondents did not report their major. Considering their involvement in the use of energy drinks, the majority (60%) reported that they drink these beverages 1-4 times per month, three respondents drink two and more energy drinks per week (8-10 per month), while five respondents did not specify the exact number and reported that they drink “often” (three individuals out of twenty) or “rarely” (two respondents). Eight people faced negative consequences: heart problems after drinking energy beverages (2 persons), abdominal pain (1), loss of consciousness when mixing energy drinks with alcohol (1), addiction and problems with sleep (2), and two respondents reported that their friends had health issues after usage of energy drinks.

The main data information was collected and structured during the data preparation stage and is presented in Table B1.

For analysis of interview data theoretical thematic analysis was conducted, which was a research question-driven process of finding patterns and themes inside qualitative data. This approach was described by Braun and Clarke (2006) and divided into six consecutive steps: 1) becoming familiar with the data, 1) generation initial codes, 3) search for themes, 4) review themes, 5) definition of themes, and 6) reporting. Only relevant for research interest parts of the material were encoded, so the previous stage with the identification of the main topics and blocks became the basis for the development of coding guidelines. Open coding was used, which means there were no pre-defined codes, and during this step, information was compared between different parts of the interview, the entered codes were improved, and new ones were added until saturation occurred and there was no need to create new codes. After that, qualitative content analysis was used for revealing the themes.

One of the main focus of this analysis was on the search for motivations and norms for using energy drinks, and their subsequent classification. Also, concepts such as lifestyle with connection to habitus and field were used to explain the social aspect of consumption and establish a cultural context. During the analysis, hypotheses were also put forward, which were subsequently verified quantitatively at the stage of survey database analysis. Participant quotes were presented to illustrate the themes and findings, identification was made using links to the interview number.

It was decided that this method is the best procedure for investigating motives and meanings, as well as certain norms related to group affiliation, situational context, and personal limitations. Interviews help to identify personal interpretations that may be invisible to the researcher from the outside, identify repetitive practices, and the importance of this for the respondent. The selected method of analysis, in turn, makes it possible not to strictly follow the theory, but to identify common patterns and build the idea of consumption.

Survey database analysis

To identify the main factors that determine the consumption of energy drinks and test the hypotheses that appeared at the interview analysis, the secondary analysis of available quantitative data was performed.

The secondary data was collected during the drug monitoring internet survey conducted among 699 students of RSPU. A. I. Herzen at the age of 17 to 43 years using anonymous questionnaires which included general questions (age, gender, information about education, work, etc.), questions about the use of alcohol, cigarettes, drugs, and energy drinks.

To be consistent with the definition of population of interest, the database was filtered by age from 17 to 25 years. The final data set consisted of 663 respondents, including 138 males (20.8%) and 525 females (79.2%).

The average age of the subjects was 19.8 years (SD = 1.79). Around 35% of respondents combine work and study and every second respondent (51.7%) is studying at the expense of state funding.

The main dependent variables in this study were the levels of energy drink consumption and the mixing of energy drinks with alcohol by the student. Students were asked to report the number of times they had consumed energy drinks in their entire life, the last year, and the last month with and without alcohol. The main independent variables here were the levels of alcohol consumption, cigarette smoking. Other variables included in all analyses as possible factors of influence on consumption identified in previous stages were gender, age, a form of education, income level, job (having or not), self-reported academic performance, and self-reported bad habits.

A separate step of the study was an investigation of the context of energy drink usage, alcohol consumption, mixing of them, and frequency. More details on this will be given in Appendix C.

Data analysis was conducted using the RStudio program in several stages.

Dependencies exploration.At this stage, a complete dataset was used, including 663 observations for all students of the sample, and the relationships between dependent variables related to energy drink consumption (lifetime, annual, monthly use of energy drinks both separately and mixed with alcohol, five totally) and independent variables were checked.

First, linear regressions were built for five dependent variables and predictors like gender, age, a form of education, income level, job (having or not), self-reported academic performance, self-reported bad habits, levels of alcohol consumption and smoking (the period - life, year, month - was selected according to the dependent variable).

Then the dependent variables were divided into two categories - the presence of experience of use (number of times used more than null) and the absence, after which logistic regressions were constructed for prediction of the experience of trying with all independent variables.

Context research. At this stage, the main dependent variables were the context of consumption of energy drinks, alcohol, and mixing of these two substances. This part used answers to questions about the context (more details in Appendix C), with multiple choices possible. During the analysis, the main hypotheses of qualitative analysis and the context of the use of various substances were tested, depending on the belonging to different groups of users by frequency of use.

So, first, the examination of context when students turn to use of energy drinks, alcohol, and a mix of alcohol and energy drinks, and its comparison were made. First, the proportions of different contexts among all for each drink were calculated, then the proportions were compared using a Chi-square test. A complete database with 663 observations was applied here.

Second, the context of energy drink consumption was compared depending on the frequency of consumption of these drinks. The frequency of consumption of energy drinks was considered in two variants: the first, a broader classification, was divided into consumption more than 10 times a year (approximately every month) and less; the second perspective of frequency was considered in 7 groups (“0”, “1-2”, “3-5”, “6-9”, “10-19”, “20-39”, “40 and more” times per year). The Chi-squared test was used to determine the statistical difference between the groups.

Also, the context of energy drink consumption among working and non-working students, statistically verified by the Chi-square test, was considered.

Through the use of data analysis, we were able to test hypotheses made earlier and find additional patterns in the data that are important factors in energy drink consumption.

Results

Forums

In this part of the analysis, 26 forums were included, eight of them were found on the Google platform and 19 pages were chosen from the Yandex search engine. One forum was shown on both platforms.

The average number of comments on the selected forums was 97.7 (SD = 89.3), while the maximum number of comments was 357, and the minimum was equal to 3. Besides, the median value was 66. The most active forum branch, which included 357 comments, was dedicated to the fact of consuming energy drinks and included the question: “do you drink energy beverages”. The smallest number of comments belonged to a branch on a forum about sports and included a long message from the author of the topic with facts about the harm of energy drinks on human health.

If we consider time limits, the last messages on these forums were dated from 2006 to 2020.

The oldest last comment belonged to the forum, which is a platform for communication of people on any topic and was left in 2006. Not so long ago, discussion on 8 forums was ended - four forums in 2019 and four pages in 2020 - included mostly discussion within the healthy lifestyle and reviews on energy drinks as products.

During the analysis, there was an obvious difference in the focus of forums, so this sample was classified by forum type and main topic into the following sections:

· discussion club, “chatterers” (a place for people to communicate, discuss all “life” and everyday issues)

· women's forum (forums dedicated to femininity)

· maternity (platforms with the discussion of the birth and upbringing of children)

· video games, technologies, and gadgets (a gathering place for people involved in cyberspace)

· pickup forum (forums considering masculinity and the practice of seduction)

· cars and driving (platforms for drivers and people associated with cars)

· healthylifestyleandsports

· reviews of products

· religion (forum with a religious focus, including deliberation of norms and behavior of people)

· city forum (forums for residents of the same city, including discussion of various topics)

The most numerous sections were the “chatterers” and “video games, technologies, and gadgets” blocks, which consisted of 5 forums each. The sections on motherhood and religion had only one forum each, while the other blocks included 2-3 forums.

The most active block was the section with forums about computer games and technologies, which on average included 196.2 responses in the forum branch (min = 32; max = 357). Next came city forums - 123.5 (min = 75; max = 172) - and sites with reviews of various energy drinks on special food sites with average number of reviews equal to 118.3 (min = 65; max = 200). The most inactive forum was the religious one - only 7 responses.

According to recent reports, the “youngest” forums were sites with product reviews, discussion of healthy lifestyles, and video games.

The main topic of consideration on the forums was health and harm caused by energy drinks to the organism and was discussed almost on all pages, especially on chatter forums, women's, maternal, and urban forums:

“I got hooked on this shit, and now I'm wondering if I'm doing a lot of damage to my health. It's just that I once heard that this activity is very harmful “Че-та подсел я на эту хрень, а теперь вот думаю, не наношу ли я сильного вреда своему здоровью? Просто когда-то я слвшал что это дело вредное очень”” (forum 3)

“My friends and I sometimes drink energy drinks. But now they are constantly talking about their harm. That they wear out the heart and are harmful to the liver. Well, the jar says that they are not recommended for children under 18 years of age, pregnant women, and people with heart diseases. I want to ask, how harmful are they and what is the rate of their consumption? I'm already 18 “Мы с друзьями иногда пьем энергетические напитки. Но сейчас постоянно говорят о их вреде. Что они изнашивают сердце и вредны для печени. Ну, на баночке написано, что их не рекомендуется пить детям до 18 лет, беременным женщинам и лицам с заболеваниями сердца. Я хочу спросить, насколько они вредны и какова норма их потребления? Мне уже есть 18””(forum 3)

The question of the effectiveness of drinks and raising cheerfulness is raised on sites dedicated to driving and video games, which indicates a professional or leisure need for these drinks. Also, users of forums about pickup who drink it to increase energy and vigor for sexual purposes and seduction were concerned about the presence of the effect.

An interesting case is noticeable on forums examined sports - people involved in the discussion often told about energy drinks as a legal way to influence their physical condition and improve their own sports results:

“After drinking the energy drink, a person literally immediately begins to feel more cheerful and ready to conquer the set peaks “Выпив энергетик человек, буквально сразу начинает чувствовать себя бодрее и готовым покорять поставленные вершины”(forum 23)

It is important to note that people who were discussing the beverages not always are consumers in reality. A significant group of consumers was teenagers and young people, who were discussed on many websites as those who mainly drink energy drinks:

but our young people drink this poison. I go from work, and near supermarkets young people spin for 15-16 years and all with cans of energy drinks. It is frightening to see what will happen to our younger generation… “а вот наша молодежь поголовно попивает этот яд. Иду с работы,а возле супермаркетов молодежь крутиться лет по 15-16 и все с баночками энергетика.Страшно становиться ,что с нашим молодым поколением будет...””(forum 7)

Also, alcoholic energy drinks are often mentioned in the connection with young people:

“So, after all, the most popular youth drink - “Jaguar”. Alcoholic energy drink, yeah. In my opinion, the stuff is terrible, the smell alone makes me sick. Kids do drink “Так ведь самый популярный молодежный напиток - “Ягуар”. Алкогольный энергетик, ага. По-моему, гадость страшная, меня от одного запаха мутит. А детки пьют””(forum 8)

Moreover, young people are the main group discussing the effect and consequences on forums dedicated to computer games.

Thus, the main groups of consumers, according to the analysis with various characteristics, are:

· people who play sports (impact on health, the influence of sport results);

· individuals involved in computer technology and games (impact on health, increasing of alertness, alternatives);

· youth as a social group by age (mostly discussed by others, cybersport);

· drivers (impact on health, increasing of alertness, alternatives);

· men concerned to improve their sexual potential (influence on strength, endurance, the sexual potential, impact on health).

Marketing reports

The marketing research discussed in this section helped to assess the situation in the energy drinks market and delineate the boundaries of consumers.

Thus, the study of energy drinks by type of drink (alcoholic or non-alcoholic) was carried out by Abhishek Roy (Energy Drinks Market Size, Share & Demand | Industry Analysis 2026, 2019), and this article shows that the three main groups of energy drink consumers by age category were children, adults, and adolescents. It is noticeable that the number of adolescents was not far behind the proportion of adults who were leaders in energy drink consumption (there was no adjustment to the total share of adults). The study also noted that the rise of the global energy drink industry is caused by increasing interest among teenagers.

Other researchers came to a similar conclusion (Energy Drinks Market - Growth, Trends and Forecast (2020 - 2025), 2020) and argued that the consumption of energy drinks has increased significantly over the past twenty years, especially in the group of teenagers and young adults. Research (Energy Drinks Market Size, Share | Industry Growth Report, 2018-2025, 2017), besides, predicts that the consumer category of teenagers and young people will demonstrate moderate growth and entry into the world market, while this consumption will acquire a status value and increase market growth in the future.

Also, the articles (Energy Drinks and Energy Shots - US - 2009: Consumer Market Research Report, 2009; O'Brien et al., 2008) state that about a third of young people between the ages of 18 and 24 regularly drink energy drinks. Next, a study (Miller, 2008) demonstrated that every second college student consumes at least 1 energy drink per month to improve their energy boost or mix it with alcohol. By this, marketing companies of many brands target this category of consumers and use various methods of attracting users, for example, introducing themselves to various sports events and collaborating with e-sport companies (Agriculture and Agri-Food Canada, 2008) or using advertising methods that are more suitable for the perception of young people who have grown up in the world of digital technologies and shared Internet access (Buchanan et al., 2017).

In addition, the search was conducted in Russian to search for reports on the Russian energy drinks market. The results showed that there quite small number of sources and many of them date back to the beginning of the 2000s (АнализРынкаЭнергетическихНапитковвРоссиив 2007-2011 Гг, ПрогнозНа 2012-2016 Гг, 2012; Пресс-РелизРынкаЭнергетическихНапитковвРоссии, n.d.). The only market report describing consumers of energy drinks in Russia was presented in 2012 (РоссийскийРынокЭнерготоников) and the main characteristics of the users were the age from 16 to 35 years, with the majority (60%) accounted for people younger than 32 years, besides, men made up two-thirds of all consumers and the majority, as noted in the study, led an active lifestyle and had different levels of income and education.

Summing up with the analysis of forums, it can be concluded that young people are one of the most important groups of consumers of energy drinks, both according to marketing and scientific researchers, and ordinary people who communicate on various Internet platforms.

Interview analysis

The purpose of this part of the study was to identify the main patterns of energy drink consumption among students, consider the motivations and reasons that determine this use, as well as the norms and rules that consumers believe regulate this consumption. The respondents' narratives differed in many ways, but there were some connections and repetitions between them, which in the course of the analysis led to certain themes and sub-themes shown in Table 2.

Table 2

Theoretical thematic analysis of qualitative data: themes and sub-themes

Themes

Sub-themes

Club life, mixing with alcohol

Taste preference

Strengthening of intoxication

Usage in the company

The increase in energy and waking hours

As a hangover cure

Special events

Health effects of mixing

Comparison with alcohol

Attitude as to alcohol

Composition of the drink

Packaging/visual part

Age limit

Intoxicating effect/influence on the mind

Hard studying and working periods

Increased energy and vigor as the main motivation

The assistant to studying, more time to study

Imitation between students and collective use

Periodic use (depending on the situation at school, for example,

during a session)

Use in the classroom

Incentive for studying

Energy drink as a signal of high workload and lack of sleep

Self-management

As a means to achieve goals

Planned usage

Start the day with an energy drink

Problematic use

Addiction

Lack of motivation

Energy drink as a reward

Serious/long-term health problems

Sleeping problem

Consumption without a reason

Use as self-harm

Daily use

Also, each topic had a sub-theme “other”, which included important information that was difficult to identify as a separate part of the topic.

Theme 1: club life, mixing with alcohol.This section shows the behavioral practices described in many studies of energy drink consumption (ex, Nicolas Droste et al., 2014; Skewes et al., 2013). In the context of club life, an energy drink has two perspectives of consumption. Firstly, this drink is used as part of an alcoholic cocktail, and the reasons for such use may differ - some people use them to increase intoxication and get pleasure:


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