Alarm clock, news, greetings, schedule, meetings, weather forecast, shopping: the list of smartphone uses could go on. What roles do smartphones exactly play in young adults’ leisure-time activities? It is evident that smartphone use is constantly shaping leisure consumption behavior [1
] and, consequently, quality of life [2
]. Research has shown that young adults’ leisure practices, experiences and forms are mostly digitalized and often displayed on digital platforms [3
]. Physical activities such as sports are monitored by wearable devices in order to self-track and share achievements with audiences on social media platforms [4
]. Playing games, watching/creating videos, and checking social network sites dominate the leisure time activities of many [5
]. The reading habits of young adults have turned digital: fashion, travel, and entertainment magazines are mostly read on mobile devices [6
]. It is commonplace by now to say that information and communication technology (ICT) is present in every part of human life with its advantages and disadvantages [3
]. The advantages brought about by smartphones, such as time and communication efficiency, the immediate availability of information, the possibility of information sharing, etc., are undeniable [8
]. Recent research [9
] shows that the recreational use of virtual realities, among others, helps to improve the well-being of young adults while under lockdown. At the same time, the many disadvantages related to one of the unwanted effects of digitalization, namely ubiquity and the subsequent continuous online presence can now also be experienced on both individual and social levels [10
]. Social scientists, medical psychologists, and ecologists alike have been drawing attention to the negative effects of causes clearly linked to humanity moving away from the natural environment and to an accelerated, digitalized, and virtual lifestyle on one’s quality of life (such as sleep disorders, acute stress, attention deficit) [1
Spatial and temporal boundaries have become liquid; the concepts of worktime and leisure time have become increasingly difficult to grasp, social relations and interactions have gained new meanings, while the dynamics of social involvement and leisure activities have also become ever more multidimensional, taking place in physical, virtual, and perceived spaces [13
]. Leisure time consumption is influenced by a myriad of factors from demographic, sociographic, psychological, to attitudinal factors, as Kökény and Kiss [14
] evidenced in their recent study.
The study of the effects and contexts of digitalization and interconnectivity has therefore become a necessity in the field of leisure with a focus on digital well-being [15
]. The available literature is very rich, but at the same time diverse. The present study is positioned in leisure studies [12
] and draws on the theory of digital well-being [15
] suggesting that hedonic and eudemonic experiences are not only significant but also functional in young adults’ life. Moreover, acknowledging that a healthy balance is needed to manage online and offline leisure activities, we employ the concept of digital well-being [15
]. The central proposition of this paper is that leisure-time consumption with a smartphone as a full-fledged companion influences subjective well-being, moods, and feelings related to activities during daytime. As such, understanding the roles a smartphone plays in young adults’ lives can provide new insights into leisure time consumption. The present paper aims to improve upon prior methodological approaches [10
] to assess digitized leisure consumption with solicited diary research and inviting participants to reflect on their own diary-keeping and the roles they give to their smartphones.
In the present study, we examine the demand side, and therefore study the latest literature in the cross-section of studies on smartphone use [5
], leisure [4
], and well-being [2
]. Our research question seeks to investigate the relationship between leisure dominated by digital technologies and well-being, employing an experimental qualitative method such as the solicited written daily diary. The present research enriches literature on leisure-time consumption and on the aggregated role of smartphones in young adults’ activities through the investigation of how individuals negotiate their everyday life.
In order to collect information on how individuals negotiate their everyday life and consume their leisure time, an experimental qualitative method was employed. We assessed the relationships between daily time spent in leisure activities, and work/study obligations with self-report data. The ‘researcher-driven diary’ approach [45
] was deemed suitable for data collection because it allowed real time assessment on participants’ experiences and behavior [46
]. When individuals are asked to take notes about their momentary experience, they do not have to recall memories, thus minimizing cognitive biases such as recalling ‘general’ experiential cues or using stereotypes. These real-life conditions are optimal for the assessment of experiences during leisure time, thus justifying the use of the diary method. This method is often referred to as structured observation because the diarist observes with attention to their behavior and momentaneous feelings and moods [45
Data instrument: a time-use electronic diary in the form of an Excel file was designed by the researchers and was shared with participants. The diary was in Hungarian and was divided into 15-min intervals; diarists were asked to indicate for each interval details of their activities, and the mood or feelings experienced during activities. Participants were asked to take notes on a chosen weekday and day of the weekend. No word limit was set, but diarists were asked to write at least 150 characters for each activity to assure sufficient depth. Time dedicated to sleeping was indicated as rest and left blank. Once the diaries were completed, participants had to answer three open-ended questions reflecting on the positive and negative effects of smartphones on their leisure-time consumption.
Data collection: data collection was carried out in November to December 2020, close to the end of the first semester. In the first step, participants were asked to complete the diary and to record, more or less contemporaneously, the amount of time engaged in activities and smartphone use. This ‘experience sampling’ was particularly suitable to observe participants’ behavior in a natural setting. In the second step, we used open-ended questions on the evaluation of how leisure consumption influenced diarists’ subjective well-being, and opinion on their digital well-being and psychological sustainability. As recommended by Zimmerman and Wieder [47
], this method is complementary to the diary when diarists not only indicate the timeslot of different activities but describe their behavior and feelings in prose. To assure reliability, the diary was thoroughly tested in a two-wave pilot study (n
= 5 students each) before the final delineation of the activities and feelings to record. Wording of the instructions was modified where needed. Finally, the time-use diary along with a protocol for diarists was delineated with explicit instructions on what was required and when the kinds of activities and moods should be focused. This allowed to mitigate the risks emerging from the coding of free-text entries.
Sample: the convenience sample method was used; participants were recruited in the framework of three different BA-level university courses at Corvinus University of Budapest (Hungary) such as Introduction to Marketing Communications, Media Vehicles and Advertising, and Leisure and Tourism. Respondents were undergraduate business students with various majors (a majority in commerce and marketing and hospitality and tourism). The final sample resulted in 57 participants (48 female, nine male participants; Mage
= 22.3). It is acknowledged that female respondents are overrepresented; according to Babbie [48
], it is an inevitable in all surveys because females are more willing to participate in research. In the investigated segment of university students, females are overrepresented in general, so is not at all surprising that in the research sample the ratio of the females is higher. Bias in sampling was minimized by setting a control variable, dividing participants into two groups. Sample A: prior to completing the time-use diary, n
= 29 participants watched a short video (2.5 min long) in class. The video was filmed by a female student who recorded herself during a weekday. On the video: in the Leisure and Tourism course, prior to the diary research, students were asked to represent their leisure activities either in textual or visual form. One of the students shot a short video with her smartphone on her leisure time and registered her activities with particular attention on leisure activities, smartphone use, and the screen time dedicated to social media. The video shows that she is inseparable from her smartphone and how social media networks absorb her full attention. In her leisure time, she is constantly checking her smartphone, even while she is driving, walking the dog, or having dinner with friends. At the end of the video, as a “moment of truth,” data of her screen-time use is shown: 9 h 1 min on an average day. The video had background music but no narration, thus allowing viewers to form an opinion without the video-maker’s influence. An in-class conversation was held on the topic of spending free time and its impacts on subjective well-being. Sample B: participants (n
= 28) did not receive any prior stimuli before the diary completion.
During data cleansing, all identifiable personal data was removed from the sample by one of the authors. Each respondent was randomly assigned an identifier (“#01” to “#57”) which also served to link their responses in the two databases (diaries, open-ended questions). The coders relied exclusively upon this anonymized document in their analysis of the data.
Data analysis: qualitative content analysis and sentiment analysis were employed to assess data. The various activities were grouped into categories (pre-coding stage) in the researcher-driven diary: activities perceived as duty and perceived as non-duty. Once the diaries were collected, we created a merged database and a 136-page cleansed transcript for further content analysis. Since time-use diaries can be considered as structured observations, manual coding was preferred for data analysis [49
]; no specific software was used to assess the data. The coding was conducted separately by the authors. Following Strauss and Corbin’s [49
] recommendations, the coding process was conducted in three distinctive steps: (1) open coding, (2) axial coding, and (3) selective coding. First, the transcripts of the merged diaries were read several times to identify themes and categories. The authors coded the transcripts line-by-line for meanings during analysis. In this interpretive process of open coding, data were broken down analytically and emerging topics were labelled (e.g., the frequent joint recurrences of smartphone use and being laid down before going to sleep or after waking up led to a code dubbed “[mobile as] sleep regulator”). In this phase, coders equally noted down specific comments and observations to be further discussed with their peers. Next, in a data reduction process [49
], initial codes were grouped together. After an initial and detailed discussion between coders, overlapping categories were eliminated and a revised coding frame was developed. The transcripts were then reread and recoded in light of the new structure during axial coding (e.g., the above-mentioned “sleep regulator” code was integrated under a wider and more meaningful code dubbed “[mobile as] agenda setter”). Finally, patterns thus identified were used to develop the final categories that served as a basis for the analytical dimensions investigated in the following section and led to the development of our empirical framework.
Research ethics: All subjects gave their informed consent for inclusion before they participated in the study. The study was conducted in accordance with the Declaration of Helsinki, and the protocol was approved by the Ethics Committee of the Corvinus University of Budapest (Hungary) (Project identification code: KRH/103/2021).
One of the main results of the present study pertains to the importance of digital devices as regards sleep time and recreation. To note that, our findings are based on an exploratory investigation of a convenience sample. Our chief aim was to understand (as opposed to generalize) the role of smartphones in respondents’ everyday dealings. Thus, our results are not representative of the total population.
All in all, the bed turned out to be by far the most often mentioned physical location in our sample in connection with mobile device use. More precisely, almost all of our respondents mentioned actively using their smartphones directly before going to sleep and/or after waking up, thereby becoming an integral part of their related end-of-day and/or beginning-of-day routines. Beyond the well-studied problem of screen consumption on sleep quality (see, e.g., [50
]), and sleep time (using digital devices instead of resting and/or as an alarm clock and therefore artificially breaking one’s sleep cycle—i.e., deprivation), our findings reveal an aspect on physical activity: namely, that the physically most passive part of one’s day is sometimes considerably elongated, thereby contributing to respondents’ increased idleness (i.e., “cocooning”). An extreme case of cocooning turned out to be one respondent, who, after waking up, had not left their bed for their first work-related activity (here: participating at a virtual university class), followed by another session of recreational mobile use, and only then leaving the comfort of their bed.
Based on the comprehensive reading of our sample, an interesting paradox surfaced related to the connectedness of mobile devices. While these devices offered a perceived virtual connectedness to respondents, they often also seemed to establish an actual disconnection between parts of the day, effectively acting as separators in between activities. These physical separators, in the descriptions of our respondents, were related to daytime breaks—pauses, which, again, can be related to the idea of rest. This way, based on the diaries, respondents’ days can be conceptualized as a set of steps (activities), all of which have an identifiable connection to a specific use of mobile devices.
Active screen consumption during the physical inactivity phases was found to play three distinct roles in the sample. The first turned out to be external interest towards the activities of one’s social connections (fear of missing out, FOMO). The form of reassurance manifested in our sample is in line with what can be referred to as a new form of FOMO, that is, “missing out on what would have been in a world not utterly altered” by the pandemic situation [51
]. In other words, by acknowledging that all of one’s social connections remain in a comparable situation (not being able to make up for involuntarily missed opportunities themselves), a sustained mobile social media consumption becomes a tool for self-justification and reassurance. This reassurance pertained in the descriptions to, once again, ideas of idleness and isolation (cocooning).
In connection with this latter dimension, using the mobile device as company was equally a recurring topic. Not only the connected device—through social media—offers a connection to people in the outside world, but it itself becomes a companion to hide and/or counter one’s solitude. For instance, in typical moments of solitude (e.g., public transportation, house cleaning) media use (e.g., listening to music) through the mobile was quasi-omnipresent in the sample. On the contrary, when actual company was mentioned as being present, a conscious avoidance of mobile device use was also often reported in the diaries. Respondents equally often noted browsing on their phones with no apparent goal, simply out of habit, which raises the idea of compulsion. Combined with the fact that these pauses were often referred to as self-awarded rewards (e.g., for a chunk of work done), the notion of addiction arises.
This is even more reinforced with the third identified role of mobile devices which can be characterized as a more or less unconscious activity whereby a number of the most blatant self-contradictions in the sample could be observed. By artificially dividing the day into chunks, the concept of time itself is altered by the use of connected devices. The aforementioned ideas of (un)conscious phone use (technological unconsciousness [15
]) also bring about the larger concept of immersion. Time becomes a fluid concept, and the respondent is floating in a timeless plane. The aforementioned pauses break them out of their physical time cues and render them into a virtual plane with a perceived timelessness (Table 1
A more overall positive function for mobile devices was equally identifiable in the sample, albeit a lot more discreetly than expected from the previous literature on their ubiquity [10
]. Mobile phones did also indeed appear as enablers in daily prompt tasks, such as looking for recipes directly before cooking or looking for Christmas present ideas before going shopping. In a more sustained context, mobile media consumption was reported to contribute to respondents’ long-term and sustainable leisure activities, such as hobbies, by offering inspiration and/or self-development through educational videos (e.g., do-it-yourself videos, training/fitness videos, cooking videos).
In line with Diener [35
], Veenhoven [36
], and Vandel Abeele’s theory [15
] of well-being, in the second phase of our research, we examined how satisfied respondents were with their time use and what positive and negative feelings they had about smartphone use during their leisure time. Reflecting upon their own diaries, many respondents declared having spent their time well. The number of those respondents being more or less satisfied or dissatisfied (n
= 22) with their time use was considerably lower than that of those completely satisfied (n
= 37). According to an analysis of the responses of the latter, a sense of purpose, mindful planning of the day, and an evaluation of the completed tasks at the end of day are the most important factors that contribute to filling respondents with positive feelings.
Interestingly, the smartphone appears more prominently in the responses of the dissatisfied respondents, a dissatisfaction with their time spent with their mobile being a recurrent remark (Table 2
). Due to the timing of our sampling, it was unsurprising that the pandemic has appeared in the answers. However, a few respondents went as far as using the extraordinary situation as an excuse, or even more, as a redemption (Table 2
) for spending that much time with activities with lesser perceived added value. The number of mentions of meaningful activities was negligible in the sample.
Positive and negative feelings about smartphone use were investigated through three open-ended questions. The first question was about the effects of smartphone use on the respondent in general, the aim of the second one was to identify the positive effects/feelings, and the purpose of the third one was to identify the negative effects/feelings. Respondents used terms such as “struggle” (against smartphone use) or “addiction” in their responses when expressing their negative feelings, while some of them suggested that they could have done something else than wasting time with their smartphone, thereby consciously recognizing that not all time spent using digital devices is spent valuably (Table 2
Positive mentions of mobile use pertained predominantly to the mobile as a means of keeping in touch with friends and family, thereby reinforcing the enabler function identified in the analysis of the diaries [43
A relatively larger number of respondents declared not being affected by smartphone use. The pros and cons, the positive and the negative feelings regarding smartphone use, are shown in Figure 1
. The most common benefits mentioned were keeping in touch with family and friends, along with the aforementioned enabler function in a variety of areas. The disadvantages can be grouped into a few well-defined clusters, the expressions that most often appeared in this relation were either related to time spent with the device (“too much time”, “no sense of time”, “waste of time”) and to the vanity of the activity (“useless”, “unnecessary”), along with the “addictive” feature surfacing once again. The idea of addiction here is reinforced by respondents often mentioning the specific recreational activities sacrificed to the use of the device (such as talking to family or friends, doing sports, or doing some creative activity), while the use itself is often described as motoric and less conscious (e.g., “scrolling the screen”). The mentioned “symptoms” of addiction were terms such as “distracting attention”, “stressful”, or “annoying”, as shown in the word clouds based on the data in Figure 1
All off the above lead to the conclusion that mobile devices have a marked agenda-setter function in the lives of our respondents. The day starts and ends with the device and it is divided around it. The identified perceived timelessness in the diaries and conscious tension therefrom in respondents’ self-evaluations confirms the conflicting role of the device.
On the technological side, their ubiquity is commonplace, and such was their presence in the diaries. However, on the human side, insecurity prevailed: the diaries suggested contradictions between respondents’ actions and thoughts, while the subsequent self-reflections showed a level of verbalization of doubt and were inconclusive as to whether mobile devices are perceived as harmful or useful by them. Figure 2
gives a structured overview of our study detailing the main identified roles of mobile devices in connection to respondents’ daytime activities as well as the respective deduced positive and negative effects on sustained psychological well-being.
5. Discussion and Conclusions
The study aimed to investigate the different roles played by smartphones in young adults’ leisure time consumption and well-being. Using a qualitative research method and stimulating participants to reflect on their own experiences and feelings related to their leisure time consumptions, we found that smartphones are not only the digital extensions of young adults’ bodies but are perceived as companions, enablers or separators. Our results confirm the findings of past studies [5
], revealing that young adults’ leisure time activities, experiences and forms are digitized and experienced in hybrid spaces [23
]. In the theoretical background, we mentioned that being “offline” nowadays is almost reduced to being asleep. Our findings indicate that even this is only partly true, as the quantity of sleep an individual receives and the structure thereof are equally heavily affected by smartphone use.
Based on our findings, we extend the concept of digital well-being introduce the importance of place. The bed, as a physical and private place, is considered as a leisure space for digitized leisure activities. Sleeping, having a rest or being with a partner seems to be substituted by scrolling the smartphone [31
]. Consequent sleep deprivation has effects on sustained psychological well-being [29
]. The use of mobile devices leads to idleness and perceived timelessness while staying physical immobile. Results of the content analysis and of the qualitative sentiment analysis show that smartphones have a marked agenda-setter function, along with the functions of separator and enabler. Mobiles as separators are a virtual presence in moments of rest physically separating two active day phases. According to our data, these moments connote a virtual switch off somewhat similar to the effect of drugs, with identified hints to the notions of self-reward, compulsion, and addiction in the sample. These results confirm and strengthen prior findings [28
]. Mobile devices were also confirmed to equally serve as enablers with daily tasks and needs thereby actively empowering respondents and genuinely improving their quality of life. All in all, the aggregated role of smartphones in respondents’ leisure and wellbeing has remained highly controversial.
The theoretical implications of our findings expand the academic knowledge on the aggregated role of smartphones in young adults’ leisure time activities. Wider society can benefit from the research findings, stimulating young adults to acknowledge the aggregated roles and functions of their smartphones and to develop their digital well-being. Given that the relationship between the use of a smartphone and digital well-being does not develop in a vacuum, under laboratory conditions, potential environmental impacts should be considered when evaluating the results. A significant number of young adults live with their parents, so their feedback and value judgments about their child’s lifestyle can influence the assessment of well-being. The investigated generation live as digital natives, their parents as digital immigrants, so the system of evaluation of leisure time is different from the examined point of view. The perceptions of well-being can be influenced by everyday conflicts.