Abstract
Background
Nomophobia (No MObile PHone PhoBIA) refers to the worry or fear that individuals experience when they are without their mobile phone or they are unable to use it. The term was first coined in 2008 and it is considered a modern type of phobia. The aim of the present study was to retrieve and review the most relevant literature on the prevalence of nomophobia and its relationship with psychosocial and physical health among young adults.
Methods
A systematic literature review was conducted according the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) for original papers on the phenomenon of nomophobia in young adults using the Nomophobia Questionnaire (NMP-Q) as the main measuring instrument. The literature was focused on the 3 main topics of prevalence and level of nomophobia, nomophobia and psychosocial effects, and nomophobia and physical health in young adults.
Findings
The initial literature corpus consisted of 370 articles of which 40 met the inclusion criteria and were analyzed in detail. Nomophobia was observed among 15.2%-99.7% of the participants. Research findings indicated increased psychological, emotional, social, and physical side effects due to excessive smartphone use.
Conclusion
The excessive use of the smartphone is an emerging threat for social, mental, and physical health. There is an increased need for further research in this regard as it is evolving into an epidemic outbreak and concerns directly the field of public health.
Keywords: Internet addiction disorder, Anxiety, Young adults, Psychiatric rehabilitation, Health status
Introduction
Tracing back to the early stages of the evolutionary history of life, human beings have invented and created things to facilitate their everyday living.1 Communication technique was among the most important steps and telephones provided one way of contact. Since their invention, wired phones have evolved to mobile phones. The present day society tends to get acquainted with every change in the field of communication technology.2 The initially invented mobile phone has been turned into the smartphone, which is not only a tool of communication, but also a data storage medium, camera, and a music and game device. Communication technology plays a significant role in everyday life; however, the unrestrained use of the smartphone leads to the development of behavioral addictions.3
Nomophobia is the abbreviation for "No-MObile PHone PhoBIA" and is defined as the fear of being unable to use or being unreachable via one's smartphone.4 It is a modern time phobia as a consequence of the interaction with new technologies.5,6
The term nomophobia was first coined by the UK’s post office study in 2008 that was assigned to YouGov, an international research and analytics group organization founded in the UK. The aim of the study was to assess the risk of stress disorders due to the excess use of smartphone. The study found that almost 53% of the participants had a feeling of worry in case of phone loss, battery draining, or no internet coverage. Moreover, 58% of men and 48% of women suffered from mobile phone stress and an additional 9% felt tension when their phones were switched off. Of the study sample, 55% agreed that the main reason for their phobia was not being able to maintain contact with their loved ones.7 In a similar study in England, 4 years later, 66% of the participants stated that they felt anxious when their smartphone was out of order or without connection.8
The mobile phone offers many benefits such as social presence9, emotional security, and safety.10 Individuals appear to prefer indirect communication and be more revealing in virtual reality, because behind the screen makes them feel more sheltered. In numerous cases, seeking confirmation through communication with other people leads to overuse of and dependence on the mobile phone.11 This shift from real-life relations and interactions to "social media'' in the current digital era has started to have an adverse impact on the progression of identity formation from adolescence through adulthood.12 Such outcomes highlight the psychological involvement of followers of the social media environment.
Recent studies have been focused on the relationship between psychological characteristics and smartphone addiction.2,13 Psychological characteristics such as stress, extroversion (need for socialization and communication), sense of lack of self-responsibility (online communication takes place with no limitations and rules), emotional instability (indirect way of communication and exchanging of messages limits neurotic/stressful incidents), low self-esteem, and lack of discipline, and demographic characteristics such as age and sex have been associated with addiction.11,14,15
Over the previous few years, there has been an increased scientific interest in the problematic16,17 and excessive use of mobile phones18 and their disadvantages.19,20 It has been highlighted that the existing levels of nomophobia and their relationship with health consequences can be defined as an epidemic outbreak.7,21 It seems that the excessive use of the smartphone is an emerging public health problem which demands effective public health strategies.9
In this light, the aim of the present review paper was to explore the most relevant literature on the prevalence of nomophobia and its relationship with psychosocial and physical health among young adults.
Methods
Search strategy: The present systematic review was developed according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines.22 All the relevant studies were identified through performing a search on the PubMed, Google Scholar, Scopus, and Web of Science databases. In addition, the present study was aimed at answering the following questions:
Q1: What is the prevalence and level of nomophobia in young adults?
Q2: What are the psychosocial effects of nomophobia in young adults?
Q3: What are the physical health consequences of nomophobia in young adults?
Keywords related to all aspects of the systematic review were used such as (“nomophobia” OR “smartphone addiction” OR “cell phone addiction” OR “mobile phone addiction”) AND (“young adults” OR “university students” OR “undergraduate students” OR “college students” AND “psychosocial effects”) AND (“health adverse” OR “physical health consequences”).
The search selection process is depicted in figure 1. Initially, 370 studies were retrieved and after removal of duplicates, 266 were selected for assessment. Subsequently, 105 manuscripts were removed on the basis of title/abstract as they were irrelevant to the aim of the current review. From among the full-text records assessed for eligibility (n = 161), 121 were excluded such as review papers (n = 19), papers with samples other than young adults (n = 26), papers not written in English (n = 10), validation studies (n = 21), citation reports (n = 7), and texts other than research articles (books, letters, commentaries, and short reports) (n = 38). Thus, 40 full-text records, which met the purpose of the present study, were included.
Figure 1.
Flow diagram of the selection process
Eligible criteria: All the inclusion and exclusion criteria for the current systematic review were applied to the retrieved articles. Only original full texts that used the Nomophobia Questionnaire (NMP-Q) as a measuring instrument for nomophobia were included in the review as it has been the most widely used questionnaire for determining nomophobia since 2015.6 The age of the participants ranged between 18 and 25 years. However, studies of a broader age range, but with high proportion of the determined age group, were also included. The research time frame was from April 2015 to August 2020, due to the construction and validation of the NMP-Q being in March 2015. The search was restricted to English language articles, but no limits were determined for geographic area. The inclusion and exclusion criteria of this review are presented in table 1.
Table 1.
Inclusion and exclusion criteria for the researches utilized during this review
Domain | Inclusion criteria | Exclusion criteria | Cause |
---|---|---|---|
Publication year | Researches published after April 2015 | Articles published before April 2015 | The year was chosen based on the construction and validation of the NMP-Q in March 2015. |
Research instruments | NMP-Q questionnaire to determine nomophobia | Not using the NMP-Q questionnaire to determine nomophobia | It is the most advanced and accurate form of determining nomophobia globally. |
Publication type | Original full texts in the English language and peer-reviewed academic journals. | Original full texts that are not published in the English language and are not peer-reviewed in academic journals | To ensure the best academic quality of the review findings. |
Target group | Young adults of 18-25 years of age | < 18 and > 25 years old | This review was primarily concerned with the impact of smartphones on young adults, who constitute the majority of smartphone users worldwide. |
Location | Worldwide | Not applicable | Nomophobia appears to present cross-culturally and in both developed and developing countries; hence, studies were not excluded based on location. |
Research scope | Nomophobia existence, Nomophobia and its psychological effects, Nomophobia and its physical health consequences | Non nomophobia existence, Nomophobia and its psychological effects, Nomophobia and its physical health consequences. | To make sure that the results of the research satisfy the aim of the present work. |
NMP-Q: Nomophobia Questionnaire; NDI: Neck Disability Index
Study selection: A systematic literature search, with the retrieved titles and abstracts, was conducted by 2 independent review authors in August 2020. A third author resolved any disagreements between the 2 review authors. Full texts were screened and reviewed using the same process. In the case of the papers that were not available in full, a copy of the full article was requested from the authors. The relevance of studies was assessed based on their title, abstract, and full manuscript using a hierarchical screening.
Review data: After data extraction, all the results were checked by a third author, and thematic analysis was carried out to explore the selected data. Data extraction was performed by 1 review author and repeated by a second author to check and verify the findings and accuracy of the results. Any disagreements in data selection were resolved through discussion between the authors until there was 100% agreement. Data extracted from the review articles included authors’ name, publication year, place of study, type of study, targeted study population, and main findings, and are presented in tables 2-4, (1- Prevalence and level of Nomophobia; 2- Nomophobia and psychosocial health; 3- Nomophobia and physical health).
Table 2.
Review of studies that have evaluated the prevalence and level of nomophobia (n = 22)
Authors | Country | Study Type | Targeted study population | Main research findings |
---|---|---|---|---|
Qutishat et al.23 | Oman | Cross-sectional descriptive, correlational, and quantitative study | 735 university students | Nomophobia prevalence among students was 99.33%, mostly with a moderate level. Students with severe nomophobia reported weak academic performance (P = 0.706), but this was not statistically significant. |
Bajaj et al.24 | India | Cross-sectional, descriptive, correlational, and quantitative study | 300 college students | The research showed that 99.7% of the participating students had nomophobia. The majority of the participants had a moderate level of nomophobia (59.9%) while one-third had severe nomophobia (32.7%). Students with excessive smartphone use proved to be at high risk of developing nomophobia. |
Moreno-Guerrero et al.25 | Spain | Cross-sectional, descriptive, correlational, and quantitative study | 849 university students of Early Childhood Education and Primary Education | Average levels of nomophobia were shown in the results for most of the participants. Nevertheless, the inability to communicate instantly created higher levels of fear, nervousness, or anxiety. Furthermore, a higher prevalence of the problem is evident in the participants who stated that their rest time is reduced due to the use of their mobile phone. |
Marthandappa et al.26 | India | Cross-sectional, descriptive, correlational, and quantitative study | 419 medical students | The prevalence of nomophobia was high among medical students compared to other studies. The most important determinants of nomophobia were the availability of internet access, the number of apps used, and the time spent using the smartphone. |
Gutierrez-Puertas et al.27 | Spain-Portugal | Cross-sectional, descriptive, correlational, and quantitative study | 258 nursing students; 130 from Spain and 128 from Portugal | The examined dimensions indicate significant levels of nomophobia in the two populations of nursing school students, with the highest percentages in the Portuguese students. |
Bartwal and Nath28 | India | Cross-sectional, descriptive, correlational, and quantitative study | 451 undergraduate medical students | Two-thirds of the students had moderate nomophobia and less than 20% were suffering from severe nomophobia. |
Shree et al.29 | India | Cross-sectional, descriptive, correlational, and quantitative study | 347 students in medical, dental, and engineering colleges | Almost half of the participants were either moderately nomophobic (33.2%) or severely nomophobic individuals (13.8%). The senior age group of > 20 years of age showed less moderate and severe nomophobic behaviors compared to the younger participants of < 20 years. In addition, it was observed that women were more affected by nomophobia. Many participating students did not know about nomophobia or its ill effects. |
Sezer and Atilgan30 | Turkey | Cross-sectional, descriptive, correlational, and quantitative study | 680 medical students | It was evident that students had moderate nomophobia and nomophobia was connected with academic achievement. The results implied that the prevalence of nomophobia does not vary by gender, class standing, or living arrangements. Furthermore, the nomophobia levels of students changed considerably with age, academic achievement, type of housing, and carrying a phone charger. |
Mahgoub et al.31 | Egypt | Cross-sectional, descriptive, correlational, and quantitative study | 95 undergraduate nursing students | A high prevalence of both nomophobia and Problematic Internet Use was observed among the studied students which revealed a high positive significant correlation at P < 0.001. |
Hassan et al.32 | Saudi Arabia | Cross-sectional, descriptive, correlational, and quantitative study | 625 health sciences colleges' students | The prevalence of nomophobia among students was 85.3%, among which 63.2% had mild nomophobia and 22.1% had severe nomophobia with increased prevalence to phones (P = 0.017) and also among those who spend more than 2 hours daily with their mobile phones (P < 0.001). The lowest percentage of severe nomophobia was amongst medical students (15.8%) while the highest percentage was amongst students of applied medical sciences (35.1%). |
Demir33 | Turkey | Cross-sectional, descriptive, correlational, and quantitative study | 429 university students | The study concluded that nomophobic behaviors of the students were affected by gender, education department, general arithmetic grade point average, daily and instant use time, pre-sleep use of mobile phone, and the availability of a bedside telephone during the sleep process. Female students’ nomophobia scores were much higher than that of male students. |
Daei et al.34 | Iran | Cross-sectional, descriptive, correlational, and quantitative study | 320 university students | Most university students had moderate nomophobia and 73.0% of the students were moderate smartphone users. Nomophobia was closely related with gender, age group, and level of education. The frequency of smartphone use had a significant relationship with age group and level of education. There was a positive correlation coefficient between nomophobia and the frequency of using smartphones. |
Jilisha et al.35 | India | A mixed-method, cross-sectional and qualitative, descriptive study | 774 undergraduate students | The prevalence of severe nomophobia in the present study was 23.5%. Duration, frequency, and reason for use of smartphones and checking smartphones after waking up in the morning were significantly associated with nomophobia. |
Farooqui et al.36 | India | Cross-sectional, descriptive, correlational, and quantitative study | 145 medical students | All the participants were found to have nomophobia. Most of them had severe nomophobia (82.1%), without gender differences. |
Aguilera-Manrique et al.37 | Spain | Cross-sectional, descriptive, correlational, and quantitative study | 304 nursing students | Nursing students who used their smartphones during their clinical practice also showed high levels of nomophobia. The authors believed that it is necessary to establish policies to restrict the use of smartphones during working hours. |
Sethia et al.38 | India | Cross-sectional, descriptive, correlational, and quantitative study | 473 undergraduate medical students | The results showed that only 1 out of 473 was not suffering from nomophobia. Moderate nomophobia was observed among 61.4% of participants. The participants who started using smartphones at the age of 15-18 years constituted a large percentage of the moderate nomophobia group. |
Alahmari et al.39 | Saudi Arabia | Cross-sectional, descriptive, correlational, and quantitative study | 622 undergraduate health sciences students | Students who used their smartphones for 4 hours or more daily had severe nomophobia (22.2%). Female students had a higher prevalence of severe nomophobia than male students. Risk factors include older age, internet access, and immense daily use of mobile phones. |
Harish and Bharath40 | India | Cross-sectional, descriptive, correlational, and quantitative study | 405 undergraduate medical students | Prevalence of nomophobia in the study population was 99.0%. Half of the population had moderate nomophobia. The main reason for smartphone use was to communicate with their family. There was no association between nomophobia and gender. |
Dasgupta et al.41 | India | Cross-sectional, descriptive, correlational, and quantitative study | 608 undergraduate students, 303 medical and 305 engineering students | Nomophobia has emerged as a semantic cause for concern, while engineering students showed a higher rate than medical students. Nomophobia was also higher among women, who owned a smartphone for more than 2 years with high monthly bills, and those who used the smartphone more than 4 hours a day. |
Kanmani et al.42 | India | Cross-sectional, descriptive, correlational, and quantitative study | 1500 young adults | The study concluded that the level of nomophobia is currently not to such an extent that necessitates digital detox. Nomophobia is gradually increasing in the student population with texting as the main use. Furthermore, women appear to be more nomophobic than the men. |
Madhusudan et al.43 | India | Cross-sectional, descriptive, correlational, and quantitative study | 429 undergraduate medical students | According to the study, 97% of the students were nomophobic. The most common reasons for smartphone use were calling family members, calling friends, and listening to music. Nomophobia scores of the participants showed a statistically significant association with the phase of study, with the highest prevalence of nomophobia in phase II. |
Yildirim et al.44 | Turkey | Cross-sectional, descriptive, correlational, and quantitative study | 537 college students | 42.6% of young adults had nomophobia, and their greatest fears were related to communication and information access. Gender and duration of smartphone ownership affected young adults’ nomophobic behaviors, but age and the duration of mobile phone ownership did not. |
Table 3.
Review of studies that have evaluated nomophobia and psychosocial health (n = 14)
Authors | Country | Study type | Targeted study population | Main research findings |
---|---|---|---|---|
Chethana et al.45 | India | Cross-sectional, descriptive, correlational, and quantitative study | 228 undergraduate students | The study highlights the high prevalence of nomophobia amongst undergraduate medical students. Nomophobia was found to be positively correlated with perceived loneliness and negatively correlated with happiness and self-esteem. Furthermore, the correlation between nomophobia and self-esteem showed statistical significance. The results reflect that nomophobia is closely related with psychological well-being. |
Goncalves et al.46 | Portugal | Cross-sectional, descriptive, correlational, and quantitative study | 495 young adults | A positive and moderate correlation was found between nomophobia and psychopathological symptoms. Interpersonal sensitivity, OCD, and the number of hours of smartphone use per day were recognized as strong indicators of nomophobia. Individuals with higher levels of education and better relationships with family and friends tended to have less nomophobic symptoms. |
Chhabra and Pal47 | India | Cross-sectional, descriptive, correlational, and quantitative study | 100 college students | The research showed a significantly low level of association between nomophobia and social phobia disorder. Extraversion had a positive and significant correlation with nomophobia severity. Openness to experience had a negative and significant correlation with nomophobia severity. |
Veerapu et al.48 | India | Cross-sectional, descriptive, correlational, and quantitative study | 364 undergraduate medical students | All the undergraduate medical students had some degree of nomophobia. The results showed a weak positive correlation between nomophobia, and sleeping difficulty and anxiety. |
Arpaci et al.49 | Turkey | Cross-sectional, descriptive, correlational, and quantitative study | 491 university students | A significant negative correlation was observed between mindfulness and nomophobia in both men and women. Students with low scores in attention, showed greater anxiety when they were not capable of communicating. |
Batool and Zahid50 | Pakistan | Cross-sectional and quantitative study with experimental design | 300 university students | 68.0% of the participants appeared to have moderate nomophobia. The study results proved that excessive use of and dependence on smartphones are factors that generate anxiety and a feeling of restlessness when the smartphone is absent. |
Apak and Yaman51 | Turkey | Cross-sectional, descriptive, correlational, and quantitative study | 307 university students | According to the results of the study, 41% of the participants were nomophobic. A low positive correlation was found between nomophobia and social phobia. |
Yin et al.52 | Malaysia | Cross-sectional, descriptive, correlational, and quantitative study | 98 undergraduate students | The results of the study showed a strong significant relationship among nomophobia and smartphone usage, internet addiction, and smartphone addiction. High levels of nomophobia also indicated high rates of all the associated factors. |
Ayar et al.53 | Turkey | Cross-sectional, descriptive, correlational, and quantitative study | 755 undergraduate nursing students | Nomophobia severity had a strong, positive, and significant relationship with the variables of problematic internet use, social appearance anxiety, and social media dependence. |
Ozdemir et al.14 | Turkey, and Pakistan | Cross-sectional, descriptive, correlational, and quantitative study | 729 university students from Turkey and Pakistan | According to multivariate effects results, the main effect that was statistically significant was that of gender on self-esteem and nomophobia. The findings indicate that the differences were significant between male and female students in relation to self-esteem and nomophobia. The study established that the differences between Turkish and Pakistani students’ nomophobia, loneliness, and self-happiness scores were significant, while differences in self-esteem were not statistically significant across countries. |
Lee et al.54 | USA | Cross-sectional, descriptive, correlational, and quantitative study | 397 university students | The study revealed a more distinctive relationship between obsessiveness and nomophobia. The higher scores of obsessiveness corresponded to higher severity levels of nomophobia, which might contribute to growing clinical symptoms based on new technological developments. |
Kateb55 | Saudi Arabia | Cross-sectional, descriptive, correlational, and quantitative study | 335 undergraduate university students | The research showed that there was a high level of mobile phone involvement and high levels of the nomophobia dimensions, and that women were significantly more involved than men. Furthermore, a “mild†level of depression, a “normal†level of anxiety, and a “normal†level of stress were observed. Based on the findings, it can be established that the duration of use was related to both mobile phone involvement and psychological health factors. |
Arpaci et al.56 | Turkey | Cross-sectional, descriptive, correlational, and quantitative study | 450 university students | Those who are emotionally dependent and desire greater closeness and attention on a daily basis are more likely to show high levels of fear or anxiety when they do not have access to their smartphones. |
Uysal et al.57 | Turkey | Cross-sectional, descriptive, correlational, and quantitative study | 265 higher education students | The research concluded that nomophobic tendencies of young adults predict their social phobia levels to a small extent. When nomophobia severity increases, their social phobia level is predictable with the related increase. |
OCD: Obsessive-compulsive disorder
Table 4.
Review of studies that have evaluated nomophobia and physical health (n = 4)
Authors | Country | Study type | Targeted study population | Main research findings |
---|---|---|---|---|
Khan et al.58 | Pakistan | Cross-sectional, descriptive, correlational, and quantitative study | 120 medical and dental college students | The NMP-Q was positively correlated with the NDI. 2 out of 5 students had neck pain and 1 in 3 had mild NDI scores due to prolonged mobile phone use. |
Ahmed et al.59 | India | Cross-sectional, descriptive, correlational, and quantitative study | 113 college students | The results showed that text neck syndrome and SMS thumb are seen in nomophobic students. These musculoskeletal problems may be short term at first, but can build up into long-term disabilities if caution is not taken. |
Ahmed et al.60 | India | Cross-sectional, descriptive, correlational, and quantitative study | 157 nursing students | Nursing students are influenced by nomophobia. 54% of the participants in this study reported symptoms such as neck pain, shoulder pain, and wrist pain. The extended use of smartphones may have an impact on everyday activities. |
Chandak et al.61 | India | Cross-sectional, descriptive, correlational, and quantitative study | 100 postgraduate medical students | Most of the participants had complaints of straining and watering of the eye, fatigue/headache, trouble sleeping, wrist pain, shoulder/neck/back pain, etc. 37% of participants developed physical symptoms; however, physical symptoms were seen considerably more in students with nomophobia as compared to those without nomophobia. |
NMP-Q: Nomophobia Questionnaire; NDI: Neck Disability Index
Results
The final literature corpus included 40 articles. These studies have been performed in India (n = 17), Turkey (n = 8), Saudi Arabia (n = 3), Spain (n = 2), Pakistan (n = 2), Oman (n = 1), Portugal, Egypt, Iran, Malaysia, and the USA. Furthermore, 1 was conducted in collaboration with Spain and Portugal and 1 between Turkey and Pakistan. The most used methods (n = 39) were cross-sectional, descriptive, and correlational studies, presenting a quantitative methodological design and using questionnaires as a data collection instrument. Only 1 study used a mixed methodological design, including qualitative techniques, and 2 studies used an experimental design (tables 2-4).
Regarding the participants, studies have focused mostly on undergraduate students,28,31,35,38-41,43,45,47,52,53,55 university students,14,23,25,33,34,49-51,54,56 and college students.24,29,32,44,47,58,59 The other studies were focused on medical students,26,30,36 nursing students,27,37,60 young adults,42,46 postgraduate medical students,61 and higher education students.57 The number of participants ranged from 95 to 1500. More specifically, the number of participants ranged between 95 and 500 individuals in 29 surveys,24,26,27-29,31,33,34,36-38,40,43,45-52,54-61 501 and 1000 individuals in 10 studies,14,23,25,30,32,35,39,41,44,53 and between 1001 and 1500 individuals in only 1 study.42
Prevalence and level of nomophobia
Most of the studies were focused on the prevalence and level of nomophobia. They described and associated nomophobia with factors such as age, gender, daily use time, academic performance, type of housing, internet access, number of apps, and level of education.23-44 It has been documented that young adults are more vulnerable to nomophobia.34 Several studies reported that nomophobia was more prevalent among women,23,27,29,32,33,41,42,44 compared to men,34,35 while others found no significant differences30,36,40 among sexes. Participants who spent more time talking on their smartphone and had owned a smartphone for several years demonstrated higher levels of nomophobia.24,28,32-35,39,41 In addition, it was shown that academic performance,23,33 and sleeping habits were negatively affected by high levels of nomophobia.23,25,33,36 The greatest anxiety among nomophobic individuals was related to lack of communication, inaccessibility of information,30,44 and fear of losing connection (Table 2).29
Nomophobia and psychosocial health: Few studies have examined the association between nomophobia and psychological disorders such as anxiety,46,48,50,55,56 stress,55 and depression,46,55 and extraversion,47 interpersonal sensitivity,46,47 hostility, phobic anxiety, somatization, paranoid ideation and psychotism,46 self-esteem,14,45 openness to experience,47 obsession and compulsion,46,54 happiness,14 mindfulness,49,56 restlessness,50 social phobia,51,57 and loneliness.45 It has been observed that people with such psychosocial disorders are more likely to demonstrate nomophobic behaviors. Furthermore, the relationship between nomophobia and smartphone use, smartphone addiction, and internet addiction has been positively associated with social appearance anxiety and increased social media use levels (Table 3).52,53
Nomophobia and physical health: Only a small number of studies have examined the level and existence of nomophobia and its relationship with adverse physical health effects mainly musculoskeletal problems. Neck pain was reported significantly more often among participants talking on their mobile phones for longer periods.58-61 Pain in the thumb,59 headaches and fatigue, straining and watering of the eye,61 back pain, shoulder and wrist pain,60,61 and trouble sleeping61 were also reported more frequently as a result of smartphone overuse. A significant positive correlation exists between nomophobia and adverse physical effects in smartphone users (Table 4).
Discussion
Smartphone’s abundance and provision of several functions allow their users to achieve their personal needs. Smartphones allow users to perform a wide range of daily tasks using a single device. Some of the most common uses include calling and texting other people, checking and sending emails, planning appointments, surfing the internet, online shopping, social networking, reading, video watching, and gaming.23
It seems that the availability of smartphones helps users gain many benefits and satisfy their basic needs,62 but it may also lead to many problems associated with uncontrolled use. Studies have shown increased levels of psychological distress among young users.46
Nomophobia was observed among 15.2%-99.7% of the participants depending on age, gender, daily use time, and years of owning a smartphone, and affected their academic performance and sleeping habits. According to the results of the present study, young adults seem to be more prone to nomophobia compared to other age groups.14,34 This might be explained by the fact that young people are more familiar with modern technologies and tools than other age groups. Several studies have documented gender differences in relation to nomophobia. The findings were heterogeneous. Gender differences might be due to the fact that men believe that the technology of mobile phones increases their independence level, while women use the mobile phone mainly for communication and social networking, and in order to stay connected with friends and family.64 Nomophobic people may never turn off their mobile phones or tend to keep them nearby even during bedtime, and some of them tend to carry an extra phone, battery, or charger as a safety measure in case they lose their phone or run out of battery life.65
Moreover, in some cases nomophobia is considered as a “situational phobia” like agoraphobia or the fear of becoming ill and not receiving immediate assistance;66,67 whereas, in other cases, it is considered as a “behavioral addiction” towards mobile phones, manifested by symptoms of psychosocial and physical dependency.68 A recent study in 270 young business professionals during their work reported that nomophobia leads to stress by generating feelings of being socially-threatened. Social threat was proposed as the causal pathway through which nomophobia might lead to negative psychological states or consequences, mainly stress.69 A study on a group of Turkish university students reported a significant relationship between mobile phone use and loneliness.70 Other studies have demonstrated that maladaptive perfectionism,71 depression, aggressiveness, impulsiveness, and other psychological factors also influence the development of nomophobia due to mobile phone overuse.72 Low self-esteem has been documented as a strong predictor of problematic mobile phone use.73 In addition, extraversion and neuroticism have been studied as possible risk factors leading to inappropriate mobile phone use.74
Several studies have attempted to identify the risk factors associated with nomophobia, and have emphasized on psychosocial and demographic factors. However, nomophobia also has many adverse effects on physical health.58-61 For example, musculoskeletal problems arise as a result of the excessive and intensive use of smartphones.75 Nomophobia and its effects on the physical health of smartphone users showed a significant positive correlation.
Conclusion
Nomophobia is a significant issue among young smartphone users and an evolving behavioral problem that needs multifaceted interventions. Its varying grades of severity are of great concern. Increasing awareness about the harmful effects of smartphone addiction is necessary. Excessive mobile phone use and dependence might lead to social withdrawal, anxiety, impaired sleep patterns, and poor academic performance. Hitherto, a limited number of studies have indicated nomophobia as a deteriorating factor in physical health and stress. The need to further explore the impact of nomophobia is evident, as it is evolving into an epidemic and should be the priority in the public health agenda.
Limitations: Even though, this systematic review was based on a thorough and extensive search to explore as many relevant studies as possible, results from grey literature and non-English written articles were not included. Moreover, there may have been some bias regarding the design of the retrieved studies, such as the selection of the study sample. Additionally, the retrieved studies were performed on university students and young adults that might affect the generalizability to other age groups. However, the present review underlined a major public health issue which requires attention and action.
Acknowledgments
None.
Conflicts of Interest
The Authors have no conflict of interest.
Authors’ Contribution
made the conception and the design of the work, collected the data and drafted the article: VN and EV; critically revised the article and approved the final version to be published: CG and AL.
REFERENCES
- 1.Bivin JB, Mathew P, Thulasi PC, Philip J. Nomophobia-Do we really need to worry about? A cross sectional study on nomophobia severity among male undergraduate students of health sciences. Rev Prog. 2013;1(1):1–5. [Google Scholar]
- 2.Bragazzi NL, Del Puente G. A proposal for including nomophobia in the new DSM-V. Psychol Res Behav Manag. 2014;7:155–60. doi: 10.2147/PRBM.S41386. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Hamilton-Ekeke JT, Rugai J. A review of digital addiction: A call for safety education. J Educ Elearn Res. 2016;3(1):17–22. [Google Scholar]
- 4.King ALS, Valenca AM, Silva ACO, Baczynski T, Carvalho MR, Nardi AE. Nomophobia: Dependency on virtual environments or social phobia? Comput Human Behav. 2013;29(1):140–4. [Google Scholar]
- 5.Salehan M, Negahban A. Social networking on smartphones: When mobile phones become addictive. Comput Human Behav. 2013;29(6):2632–9. [Google Scholar]
- 6.Yildirim C, Correia AP. Exploring the dimensions of nomophobia: Development and validation of a self-reported questionnaire. Comput Human Behav. 2015;49:130–7. [Google Scholar]
- 7.Evening Standard. Nomophobia is the fear of being out of mobile phone contact-and it's the plague of our 24/7 age [Online]. 2008. Available from: URL: https://www.standard.co.uk/hp/front/nomophobia-is-the-fear-of-being-out-of-mobile-phone-contact-and-it-s-the-plague-of-our-24-7-age-6634478.html.
- 8.Secur Envoy. 66% of the population suffer from Nomophobia the fear of being without their phone [Online]. 2012. Available from: URL: https://securenvoy.com/blog/66-population-suffer-nomophobia-fear-being-without-their-phone-2.
- 9.Wei R, Lo VH. Staying connected while on the move: Cell phone use and social connectedness. New Media Soc. 2006;8(1):53–72. [Google Scholar]
- 10.Carroll J, Howard S, Peck J, Murphy J. A field study of perceptions and use of mobile telephones by 16 to 22 year olds. The Journal of Information Technology Theory and Application. 2002;4(2):49–61. [Google Scholar]
- 11.Argumosa-Villar L, Boada-Grau J, Vigil-Colet A. Exploratory investigation of theoretical predictors of nomophobia using the Mobile Phone Involvement Questionnaire (MPIQ). J Adolesc. 2017;56:127–35. doi: 10.1016/j.adolescence.2017.02.003. [DOI] [PubMed] [Google Scholar]
- 12.Manago AM. Media and the development of identity development self and identity development [Online]. 2015. Available from: URL: https://onlinelibrary.wiley.com/doi/abs/10.1002/9781118900772.etrds0212.
- 13.Bhattacharya S, Bashar MA, Srivastava A, Singh A. Nomophobia: NO MObile PHone PhoBIA. J Family Med Prim Care. 2019;8(4):1297–300. doi: 10.4103/jfmpc.jfmpc_71_19. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Ozdemir B, Cakir O, Hussain I. Prevalence of Nomophobia among University Students: A Comparative Study of Pakistani and Turkish Undergraduate Students. Eurasia J Math Sci Tech Ed. 2018;14(4):1519–32. [Google Scholar]
- 15.Hong FY, Chiu SI, Huang DH. A model of the relationship between psychological characteristics, mobile phone addiction and use of mobile phones by Taiwanese university female students. Comput Human Behav. 2012;28(6):2152–9. [Google Scholar]
- 16.Martinotti G, Villella C, Di Thiene D, Di Nicola M, Bria P, Conte G, et al. Problematic mobile phone use in adolescence: A cross-sectional study. J Public Health. 2011;19(6):545–51. [Google Scholar]
- 17.Peters CS, Malesky LA. Problematic usage among highly-engaged players of massively multiplayer online role playing games. Cyberpsychol Behav. 2008;11(4):481–4. doi: 10.1089/cpb.2007.0140. [DOI] [PubMed] [Google Scholar]
- 18.Pourrazavi S, Allahverdipour H, Jafarabadi MA, Matlabi H. A socio-cognitive inquiry of excessive mobile phone use. Asian J Psychiatr. 2014;10:84–9. doi: 10.1016/j.ajp.2014.02.009. [DOI] [PubMed] [Google Scholar]
- 19.Thomee S, Harenstam A, Hagberg M. Mobile phone use and stress, sleep disturbances, and symptoms of depression among young adults-a prospective cohort study. BMC Public Health. 2011;11:66. doi: 10.1186/1471-2458-11-66. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Spitzer M. M-Learning? When it comes to learning, smartphones are a liability, not an asset. Trends Neurosci Educ. 2015;4(4):87–91. [Google Scholar]
- 21.Ding D, Li J. Smartphone overuse: A growing public health issue. J Psychol Psychother. 2017;7(1):289. [Google Scholar]
- 22.Moher D, Liberati A, Tetzlaff J, Altman DG. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Ann Intern Med. 2009;151(4):264–9. doi: 10.7326/0003-4819-151-4-200908180-00135. [DOI] [PubMed] [Google Scholar]
- 23.Qutishat M, Rathinasamy Lazarus, Razmy AM, Packianathan S. University students nomophobia prevalence, sociodemographic factors and relationship with academic performance at a University in Oman. Int J Afr Nurs Sci. 2020;13:100206. [Google Scholar]
- 24.Bajaj S, Maheshwari SK, Maheshwari PS. Prevalence of nomophobia among college students: An exploratory cross-sectional survey. Indian J Psy Nsg. 2020;17:29–32. [Google Scholar]
- 25.Moreno-Guerrero AJ, Lopez-Belmonte J, Romero-Rodriguez JM, Rodriguez-Garcia AM. Nomophobia: Impact of cell phone use and time to rest among teacher students. Heliyon. 2020;6(5):e04084. doi: 10.1016/j.heliyon.2020.e04084. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Marthandappa SC, Sajjan SV, Raghavendra B. A Study of Prevalence and Determinants of Nomophobia (No Mobile Phobia) among Medical Students of Ballari: A Southern District of India. Indian J Public Health Res Dev. 2020;11(5):567–72. [Google Scholar]
- 27.Gutierrez-Puertas L, Marquez-Hernandez VV, Sao-Romao-Preto L, Granados-Gamez G, Gutierrez-Puertas V, Aguilera-Manrique G. Comparative study of nomophobia among Spanish and Portuguese nursing students. Nurse Educ Pract. 2019;34:79–84. doi: 10.1016/j.nepr.2018.11.010. [DOI] [PubMed] [Google Scholar]
- 28.Bartwal J, Nath B. Evaluation of nomophobia among medical students using smartphone in north India. Med J Armed Forces India. 2020;76(4):451–5. doi: 10.1016/j.mjafi.2019.03.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Shree CS, Acharya I, Acharya JP, Sushma D. A study on prevalence of Nomophobia in college students in Ranga Reddy. District, Telangana. Indian J Prev Soc Med. 2019;50(3):108–13. [Google Scholar]
- 30.Sezer B, Atilgan SB. The dark side of smartphone usage (Nomophobia): Do we need to worry about it? Tip Egitimi Dunyas. 2019;18(54):30–43. [Google Scholar]
- 31.Mahgoub N, Tawab AM, El Haleem AE, Hanafy DA. Relationship between Problematic Internet Use and Nomophobia Levels among The Faculty Youth. Int J Internet Educ. 2019;18(1):1–22. [Google Scholar]
- 32.Hassan M, Almusa CA, Alfaifi SH, Mostafa O. Prevalence and Determinants of "No-Mobile" Phobia (Nomophobia) among University Students. Med J Cairo Univ. 2019;87:2581–6. [Google Scholar]
- 33.Demir U. Investigation of nomophobia levels of university students according to intelligent phone use: A case of the comu faculty of education. Uluslararasi Egitim Bilim ve Teknoloji Dergisi. 2019;5(2):106–18. [Google Scholar]
- 34.Daei A, Ashrafi-Rizi H, Soleymani MR. Nomophobia and health hazards: Smartphone use and addiction among university students. Int J Prev Med. 2019;10:202. doi: 10.4103/ijpvm.IJPVM_184_19. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Jilisha G, Venkatachalam J, Menon V, Olickal JJ. Nomophobia: A mixed-methods study on prevalence, associated factors, and perception among college students in puducherry, India. Indian J Psychol Med. 2019;41(6):541–8. doi: 10.4103/IJPSYM.IJPSYM_130_19. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Farooqui IA, Pore P, Gothankar J. Nomophobia: An emerging issue in medical institutions? J Ment Health. 2018;27(5):438–41. doi: 10.1080/09638237.2017.1417564. [DOI] [PubMed] [Google Scholar]
- 37.Aguilera-Manrique G, Marquez-Hernandez VV, Alcaraz-Cordoba T, Granados-Gamez G, Gutierrez-Puertas V, Gutierrez-Puertas L. The relationship between nomophobia and the distraction associated with smartphone use among nursing students in their clinical practicum. PLoS One. 2018;13(8):e0202953. doi: 10.1371/journal.pone.0202953. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Sethia S, Melwani V, Melwani S, Priya A, Gupta M, Khan A. A study to assess the degree of nomophobia among the undergraduate students of a medical college in Bhopal. Int J Community Med Public Health. 2018;5(6):2442–5. [Google Scholar]
- 39.Alahmari MS, Alfaifi AA, Alyami AH, Alshehri SM, Alqahtani MS, Alkhashrami SS. Prevalence and risk factors of nomophobia among undergraduate students of health sciences colleges at king Khalid University, Abha, Saudi Arabia. Int J Med Res Prof. 2018;4(1):429–32. [Google Scholar]
- 40.Harish BR, Bharath J. Prevalence of nomophobia among the undergraduate medical students of Mandya Institute of Medical Sciences, Mandya. Int J Community Med Public Health. 2018;5(12):5455–9. [Google Scholar]
- 41.Dasgupta P, Bhattacherjee S, Dasgupta S, Roy JK, Mukherjee A, Biswas R. Nomophobic behaviors among smartphone using medical and engineering students in two colleges of West Bengal. Indian J Public Health. 2017;61(3):199–204. doi: 10.4103/ijph.IJPH_81_16. [DOI] [PubMed] [Google Scholar]
- 42.Kanmani A, Bhavani U, Maragatham R. Nomophobia-An Insight into its Psychological Aspects in India. Int J Indian Psychol. 2017;4(2):5–15. [Google Scholar]
- 43.Madhusudan M, Sudarshan BP, Sanjay TV, Gopi A, Fernandes SD. Nomophobia and determinants among the students of a medical college in Kerala. Int J Med Sci Public Health. 2017;6(6):1046–9. [Google Scholar]
- 44.Yildirim C, Sumuer E, Adnan M, Yildirim S. A growing fear: Prevalence of nomophobia among Turkish college students. Inf Dev. 2015;32(5):1322–31. [Google Scholar]
- 45.Chethana K, Maria N, Manjula A. Prevalence of Nomophobia and its Association with Loneliness, Self-Happiness and Self Esteem among Undergraduate Medical Students of a Medical College in Coastal Karnataka. Indian J Public Health Res Dev. 2020;11(3):523–9. [Google Scholar]
- 46.Goncalves S, Dias P, Correia AP. Nomophobia and lifestyle: Smartphone use and its relationship to psychopathologies. Computers in Human Behavior Reports. 2020;2:100025. [Google Scholar]
- 47.Chhabra A, Pal R. Relationship between Nomophobia and Personality dimensions among young adults. Mukt Shabd Journal. 2020;9(6):4782–90. [Google Scholar]
- 48.Veerapu N, Baer Philip, Vasireddy H, Gurrala S, Kanna SR. A study on nomophobia and its correlation with sleeping difficulty and anxiety among medical students in a medical college, Telangana. Int J Community Med Public Health. 2019;6(5):2074–6. [Google Scholar]
- 49.Arpaci I, Baloglu M, Kesici S. A multi-group analysis of the effects of individual differences in mindfulness on nomophobia. Inf Dev. 2019;32(2):333–41. [Google Scholar]
- 50.Batool I, Zahid A. Nomophobia an emerging fear: An experimental exploration among university students. Peshawar J Psychol Behav Sci. 2019;5(1):67–82. [Google Scholar]
- 51.Apak E, Yaman M. The prevalence of nomophobia among university students and nomophobia's relationship with social phobia: The case of Bingol University. Addicta: The Turkish Journal on Addictions. 2019;6:611–29. [Google Scholar]
- 52.Yin KT, Yahaya AH, Sangryeol C, Maakip I, Voo P, Maalip H. smartphone usage, smartphone addiction, internet addiction and Nomophobia Inuniversity Malaysia Sabah (UMS). Southeast Asia Psychology Journal. 2019;7:2–13. [Google Scholar]
- 53.Ayar D, Ozalp Gerceker G, Ozdemir EZ, Bektas M. The effect of problematic internet use, social appearance anxiety, and social media use on nursing students' nomophobia levels. Comput Inform Nurs. 2018;36(12):589–95. doi: 10.1097/CIN.0000000000000458. [DOI] [PubMed] [Google Scholar]
- 54.Lee S, Kim M, Mendoza JS, McDonough IM. Addicted to cellphones: Exploring the psychometric properties between the nomophobia questionnaire and obsessiveness in college students. Heliyon. 2018;4(11):e00895. doi: 10.1016/j.heliyon.2018.e00895. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Kateb S. The prevalence and psychological symptoms of nomophobia among university students. Journal of Research in Curriculum Instruction and Educational Technology. 2017;3(3):155–82. [Google Scholar]
- 56.Arpaci I, Baloglu M, Ozteke Kozan HI, Kesici S. Individual differences in the relationship between attachment and nomophobia among college students: The mediating role of mindfulness. J Med Internet Res. 2017;19(12):e404. doi: 10.2196/jmir.8847. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Uysal S, Ozen H, Madenoglu C. Social phobia in higher education: The influence of nomophobia on social phobia. The Global E-Learning Journal. 2016;5(2):1–8. [Google Scholar]
- 58.Khan FA, Waqar A, Niazi SNK. Text Neck syndrome among students of a medical and dental college in Lahore. J Sharif Med Dent Coll. 2020;6(1):5–8. [Google Scholar]
- 59.Ahmed S, Akter R, Pokhrel N, Samuel AJ. Prevalence of text neck syndrome and SMS thumb among smartphone users in college-going students: A cross-sectional survey study. J Public Health. 2021;29:411–6. [Google Scholar]
- 60.Ahmed S, Pokhrel N, Roy S, Samuel AJ. Impact of nomophobia: A nondrug addiction among students of physiotherapy course using an online cross-sectional survey. Indian J Psychiatry. 2019;61(1):77–80. doi: 10.4103/psychiatry.IndianJPsychiatry_361_18. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Chandak P, Singh D, Faye A, Gawande S, Tadke R, Kirpekar V, et al. An exploratory study of Nomophobia in post graduate residents of a teaching hospital in central India. Int J Indian Psychol. 2017;4(3):48–56. [Google Scholar]
- 62.Kang S, Jung J. Mobile communication for human needs: A comparison of smartphone use between the US and Korea. Comput Human Behav. 2014;35:376–87. [Google Scholar]
- 63.Oulasvirta A, Rattenbury T, Ma L, Raita E. Habits make smartphone use more pervasive. Pers Ubiquitous Comput. 2012;16:105–14. [Google Scholar]
- 64.Dixit S, Shukla H, Bhagwat A, Bindal A, Goyal A, Zaidi AK, et al. A study to evaluate mobile phone dependence among students of a medical college and associated hospital of central India. Indian J Community Med. 2010;35(2):339–41. doi: 10.4103/0970-0218.66878. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Abraham N, Mathias J, Williams S. A Study to Assess the Knowledge and Effect of Nomophobia Among Students of Selected Degree Colleges in Mysore. Asian J Nur Edu and Research. 2014;4(4):421–8. [Google Scholar]
- 66.Cheever NA, Rosen LD, Carrier LM, Chavez A. Out of sight is not out of mind: The impact of restricting wireless mobile device use on anxiety levels among low, moderate and high users. Comput Human Behav. 2014;37:290–7. [Google Scholar]
- 67.King AL, Valenca AM, Silva AC, Sancassiani F, Machado S, Nardi AE. "Nomophobia": Impact of cell phone use interfering with symptoms and emotions of individuals with panic disorder compared with a control group. Clin Pract Epidemiol Ment Health. 2014;10:28–35. doi: 10.2174/1745017901410010028. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Eide TA, Aarestad SH, Andreassen CS, Bilder RM, Pallesen S. Smartphone Restriction and Its Effect on Subjective Withdrawal Related Scores. Front Psychol. 2018;9:1444. doi: 10.3389/fpsyg.2018.01444. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Tams S, Legoux R, Leger PM. Smartphone withdrawal creates stress: A moderated mediation model of nomophobia, social threat, and phone withdrawal context. Comput Human Behav. 2018;81:1–9. [Google Scholar]
- 70.Tan C, Pamuk M, Donder A. Loneliness and mobile phone. Procedia-Social and Behavioral Sciences. 2013;103:606–11. [Google Scholar]
- 71.Long J, Liu T. Maladaptive perfectionism: A potential risk factor for smartphone addiction? Int Arch Addict Res Med. 2015;1:013. [Google Scholar]
- 72.Kim M, Kim H, Kim K, Ju S, Choi J, Yu M. Smartphone addiction: (Focused Depression, Aggression and Impulsion) among College Students. Indian J Sci Technol. 2015;8(25):1–8. [Google Scholar]
- 73.Augner C, Hacker GW. Associations between problematic mobile phone use and psychological parameters in young adults. Int J Public Health. 2012;57(2):437–41. doi: 10.1007/s00038-011-0234-z. [DOI] [PubMed] [Google Scholar]
- 74.Igarashi T, Motoyoshi T, Takai J, Yoshida T. No mobile, no life: Self-perception and text-message dependency among Japanese high school students. Comput Human Behav. 2008;24(5):2311–24. [Google Scholar]
- 75.Berolo S, Wells RP, Amick BC. Musculoskeletal symptoms among mobile hand-held device users and their relationship to device use: A preliminary study in a Canadian university population. Appl Ergon. 2011;42(2):371–8. doi: 10.1016/j.apergo.2010.08.010. [DOI] [PubMed] [Google Scholar]