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Liu W, Zhao M, Wang R, Yang M, Zhang Z, Song S, Li L. The impact of negative urgency on implicit mobile phone addiction tendency among college freshmen in the context of social exclusion. Front Psychol 2024; 15:1426450. [PMID: 39040969 PMCID: PMC11260800 DOI: 10.3389/fpsyg.2024.1426450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Accepted: 06/25/2024] [Indexed: 07/24/2024] Open
Abstract
Purpose The purpose of this study is to investigate the impact of negative urgency on implicit mobile phone addiction tendency among college freshmen, and to observe whether social exclusion situations affect the relationship between negative urgency and implicit mobile phone addiction tendency. Methods The UPPS-P Impulsive Behavior Scale was used to screen 575 freshmen from a certain university. The experiment utilized a GO/NO-GO paradigm. Experiment 1 employed a 2 (negative urgency group: high negative urgency group, low negative urgency group) × 2 (word type: phone related words, phone non-related words) two-factor mixed experimental design. Experiment 2 employed a 2 (negative urgency group: high negative urgency group, low negative urgency group) × 2 (social exclusion type: priming group, non-priming group) × 2 (word type: phone related words, phone non-related words) three-factor mixed experimental design. Results Experiment 1 results showed a significant main effect of negative urgency group and a significant interaction effect between negative urgency group and word type. Experiment 2 results demonstrated a significant main effect of negative urgency group and a significant main effect of social exclusion type. There was a significant interaction effect between word type and social exclusion type, as well as between word type and negative urgency group. The three-way interaction effect among negative urgency group, word type, and social exclusion type was significant. Conclusion College freshmen with high negative urgency exhibit a higher tendency toward implicit mobile phone addiction. In social exclusion situations, college freshmen show a higher tendency toward implicit smartphone addiction. Social exclusion situations and negative urgency jointly influence the implicit mobile phone addiction tendency of college freshmen.
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Affiliation(s)
- Wei Liu
- College Student Mental Health Education and Counseling Center, North China University of Science and Technology, Tangshan, China
| | - Mengmeng Zhao
- School of Psychology and Mental Health, North China University of Science and Technology, Tangshan, China
| | - Ruixin Wang
- School of Psychology and Mental Health, North China University of Science and Technology, Tangshan, China
| | - Manxi Yang
- Student Affairs Office, Caofeidian College of Technology, Tangshan, China
| | - Zhenqiang Zhang
- School of Aeronautics and Astronautics, Caofeidian College of Technology, Tangshan, China
| | - Shaogang Song
- School of Psychology and Mental Health, North China University of Science and Technology, Tangshan, China
| | - Lina Li
- School of Psychology and Mental Health, North China University of Science and Technology, Tangshan, China
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Cilligol Karabey S, Palanci A, Turan Z. How does smartphone addiction affect the lives of adolescents socially and academically?: a systematic review study. PSYCHOL HEALTH MED 2024; 29:631-654. [PMID: 37365771 DOI: 10.1080/13548506.2023.2229241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 06/20/2023] [Indexed: 06/28/2023]
Abstract
Today, adolescents tend to accept smartphones more quickly than adults and spend more time with these devices since they are members of the first generation born and living in environments where smartphones and the internet are common. However, when they use smartphones excessively and become addicted to smartphones, this may cause them to suffer from various psychological, emotional, and physical health problems from an early age. Therefore, this study systematically examines the articles on smartphone addiction in adolescents. For this purpose, the related articles were screened using the Web of Science database and 188 studies by the search criteria were subjected to a systematic review. In this sense, methodological tendencies, variables and main findings of the studies included in the present study were examined. This study revealed that the quantitative research method was primarily used. The studies mainly investigated smartphone use, social relations, demographic characteristics, depression, personal characteristics, and sleep variables. Moreover, the studies were primarily conducted in China, and large sample groups were preferred. The factors that triggered the smartphone addiction of adolescents were family problems, and especially females were more addicted to smartphones than males. Moreover, smartphone addiction causes depressive symptoms, sleep problems, and decreased academic achievement in adolescents. Finally, various suggestions were presented based on the findings of this study.
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Affiliation(s)
| | - Abdulkadir Palanci
- Department of Computer Education & Instructional Technology, Faculty of Education, Ataturk University, Erzurum, Turkey
| | - Zeynep Turan
- Department of Computer Education & Instructional Technology, Faculty of Education, Ataturk University, Erzurum, Turkey
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Babatunde AO, Ogundijo DA, Afolayan AGO, Awosiku OV, Aderohunmu ZO, Oguntade MS, Alao UH, Oseni AO, Akintola AA, Amusat OA. Mobile health technologies in the prevention and management of hypertension: A scoping review. Digit Health 2024; 10:20552076241277172. [PMID: 39221086 PMCID: PMC11363045 DOI: 10.1177/20552076241277172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 08/05/2024] [Indexed: 09/04/2024] Open
Abstract
Introduction An estimated one billion people globally are currently suffering from hypertension. Prevention and management of hypertension are suboptimal especially in low- and middle-income countries leading to increased complications and deaths. With increased mobile phone coverage globally, this study aims to review mobile health technologies used for the prevention and management of hypertension. Methods We conducted a literature search on electronic databases using identified keywords involving "hypertension", "mobile health technology" and their synonyms. Snowballing technique was also used. Papers were screened at two levels by independent reviewers. The targets were studies published in peer-reviewed journals reporting mobile health interventions for hypertension prevention and management. Only primary research studies published in English from January 2017 to April 2024 were included. Google Forms were used to extract the data along with other characteristics, and selected articles were categorised into: mobile application, web-based solutions, and Short Message Service (SMS) and other offline solutions. Result The search yielded 184 articles, and 44 studies were included in the review. Most (n = 26) were randomised control trials. Twenty-two studies (22) focused only on mobile applications solutions, 12 on SMS and other offline mHealth, 5 web-based solutions, and 5 combined more than one type of mobile health technology. The United States of America had the majority of studies (n = 17), with 6 studies from other American countries, 11 from Asia and nine from Europe, while only one from Africa. A total of 36 studies reported that mobile health technology significantly improved hypertension care through reduced blood pressure, improved adherence to follow-up visits and medications, and lifestyle changes. SMS and offline mHealth strategies have also demonstrated effectiveness in promoting self-management and reducing racial disparities in hypertension care. Conclusion Mobile health technology has the potential to play a significant role in the prevention and management of hypertension. However, there is a need for mobile health solutions for hypertension prevention and management in African countries and other developing countries. Integrating mHealth into primary healthcare delivery would also go a long way in strengthening patient care and reducing the burden on healthcare systems.
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Affiliation(s)
- Abdulhammed Opeyemi Babatunde
- SmileBuilders Initiative, Ibadan, Oyo State, Nigeria
- Medicine & Surgery, College of Medicine, University of Ibadan, Ibadan, Oyo State, Nigeria
| | - Deborah Abisola Ogundijo
- SmileBuilders Initiative, Ibadan, Oyo State, Nigeria
- Medicine & Surgery, College of Medicine, University of Ibadan, Ibadan, Oyo State, Nigeria
| | | | - Olutola Vivian Awosiku
- SmileBuilders Initiative, Ibadan, Oyo State, Nigeria
- Digital Heath Africa, Abuja, Nigeria
| | - Zainab Opeyemi Aderohunmu
- SmileBuilders Initiative, Ibadan, Oyo State, Nigeria
- Medicine & Surgery, College of Medicine, University of Ibadan, Ibadan, Oyo State, Nigeria
| | - Mayowa Sefiu Oguntade
- SmileBuilders Initiative, Ibadan, Oyo State, Nigeria
- Government Dental Center, Saki, Oyo State, Nigeria
| | - Uthman Hassan Alao
- SmileBuilders Initiative, Ibadan, Oyo State, Nigeria
- Department of Biomedical Laboratory Science, University of Ibadan, Ibadan, Nigeria
| | | | - Abdulqudus Abimbola Akintola
- SmileBuilders Initiative, Ibadan, Oyo State, Nigeria
- Medicine & Surgery, College of Medicine, University of Ibadan, Ibadan, Oyo State, Nigeria
| | - Olanrewaju Adams Amusat
- SmileBuilders Initiative, Ibadan, Oyo State, Nigeria
- Luton and Dunstable University Hospital, Luton, UK
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Kwak MJ, Kim DJ. Investigating psychological and motivational predictors of problematic smartphone use among Smartphone-based Social Networking Service (SNS) users. Addict Behav Rep 2023; 18:100506. [PMID: 37409310 PMCID: PMC10319165 DOI: 10.1016/j.abrep.2023.100506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 04/30/2023] [Accepted: 06/17/2023] [Indexed: 07/07/2023] Open
Abstract
Given that the active use of certain smartphone applications is associate with problematic smartphone use, it has been proposed that certain smartphone applications are more addictive than others, such as Social Networking Services (SNS). Still, studies that consider smartphone users' main usage application which are known to influence the users' problematic smartphone use, such as SNS, remain to be explored. Thus, the current study aims to investigate the psychological and motivational predictors of problematic smartphone use in a sample of smartphone-based SNS users whose main device usage is SNS. A series of mean comparison tests and binary logistic regression were performed in this study. Of the 433 smartphone-based SNS users, 218 were male (50.3%) and 215 were female (49.7%). Age of 433 participants ranged from 20 to 40, and mean age was 30.75 (SD = 7.84). 73 participants (16.9%) were sorted into the high-risk problematic smartphone use group and 360 participants (83.1%) were categorized as the normal user group. The finding from binary regression analysis showed that reward responsiveness from the Behavioral Activation System (BAS), a lack of self-control, and anxiety significantly increased the odds of problematic smartphone use of the smartphone-based SNS users. Reward responsiveness was found to be the most powerful predictor. Our findings broaden the existing literature and provide implications to reduce addictive smartphone use relating to smartphone-based SNS usage.
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Affiliation(s)
- Min-Jung Kwak
- Department of Counseling and Art Therapy, Graduate School of Education, Hongik University, Seoul, Republic of Korea
| | - Dai-Jin Kim
- Department of Psychiatry, College of Medicine, Seoul St. Mary’s Hospital, The Catholic University of Korea, Seoul, Republic of Korea
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McLaughlin B, Gotlieb MR, Mills DJ. Caught in a Dangerous World: Problematic News Consumption and Its Relationship to Mental and Physical Ill-Being. HEALTH COMMUNICATION 2023; 38:2687-2697. [PMID: 35999665 DOI: 10.1080/10410236.2022.2106086] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
This study adds to the growing body of literature on problematic media behavior by introducing and explicating the concept of problematic news consumption, which we define as involving transportation, preoccupation, misregulation, underregulation, and interference. Using survey data from a national sample of U.S. adults, we examine the factor structure of a problematic news consumption measure, the existence of latent classes derived from the expected factors, and differences in mental and physical health across the emerging classes. Results show support for the proposed factor structure as well as the existence of four latent classes, which appear to be stratified according to severity of problematic news consumption. Results also show greater mental and physical ill-being among those with higher levels of problematic news consumption compared to those with lower levels, even after controlling for demographics, personality traits, and overall news use. Implications for designing effective media literacy campaigns to raise awareness of the potential for news consumption to develop into a problematic behavior as well as the development of intervention strategies are discussed.
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Affiliation(s)
- Bryan McLaughlin
- Department of Advertising & Brand Strategy, Texas Tech University
| | | | - Devin J Mills
- Department of Community, Family, and Addiction, Texas Tech University
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Liu W, Kawashima T, Shinohara K. Effects of cell phone presence on the control of visual attention during the Navon task. BMC Psychol 2023; 11:334. [PMID: 37828554 PMCID: PMC10571467 DOI: 10.1186/s40359-023-01381-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 10/06/2023] [Indexed: 10/14/2023] Open
Abstract
BACKGROUND Although cell phones can provide great convenience to our lives, research has shown that they can also affect our behavior, even when not in use. It seems that having a cell phone nearby may not be ideal when the user needs to concentrate on work. However, little is known about whether cell phone presence specifically impairs attentional control. METHODS This study investigated whether cell phone presence can influence attentional control in the Navon task, which involves spatial switching of attention between global and local levels. RESULTS It was found that the reaction time for all types of trials decreased when the participants had a cell phone nearby compared to when they had a mobile battery nearby. It was also found that phone dependency led to more incorrect responses among participants, but this effect was independent of the influence of phone presence on the Navon task performance. CONCLUSIONS These findings indicate that cell phone presence may have a positive influence on the perceptual process of the Navon letter, suggesting that the effects of phone presence are not always negative. One implication provided by this study is that it is possible to challenge the assertion that cell phones should always be excluded from the workplace by highlighting the positive effects of their presence.
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Affiliation(s)
- Wenjuan Liu
- Department of Psychological Health, Wuhan Hankou Hospital, No. 7, 27 Side Road, Jiangan District, Wuhan City, 430010, Hubei Province, China.
| | - Tomoya Kawashima
- Department of Psychological Science, College of Informatics and Human Communication, Kanazawa Institute of Technology, Nonoichi, Japan
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Obeid S, González-Nuevo C, Postigo Á, El Dine AS, Azzi V, Malaeb D, Hallit S. Psychometric properties of the Problematic Use of Social Networks (PUS) scale in Arabic among adolescents. PLoS One 2023; 18:e0291616. [PMID: 37708202 PMCID: PMC10501610 DOI: 10.1371/journal.pone.0291616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 09/04/2023] [Indexed: 09/16/2023] Open
Abstract
BACKGROUND The Problematic Use of Social Networks (PUSN) scale assesses for the first time the comparative use of social networks along with addictive tendencies. However, it has only been validated in a Spanish sample. This study aimed to evaluate the psychometric properties of the Arabic version of the PUSN (PUSN-Ar) among Lebanese adolescents. METHODS A total of 379 adolescents aged between 15 to 18 years (M = 16.07 years; 64.9% females) participated in this cross-sectional study conducted between January and May 2022. The problematic use of social networks-SNS (PUSN) scale yields of two subscales: addiction-related consequences of SNS use (SNS-ARC) and negative social comparison (SNS-NSC). The Beirut Distress Scale, the Smartphone Addiction Scale and the Jong-Gierveld Loneliness Scale were used to assess psychological distress, smartphone addiction and loneliness respectively. RESULTS The PUS-Ar scale exhibited a two-dimensional structure (Comparative Fit Index [CFI] = .97; Root Mean Square Error of Approximation [RMSEA] = .08), consistent with the original scale. Both subscales, Negative Social Comparison (α = .96) and Addictive Consequences (α = .92), demonstrated excellent reliability. Additionally, measurement invariance was verified between males and females at the configural, metric and scalar levels. No significant difference was found between males and females in terms of SNS-NSC (20.75 ± 10.15 vs 21.09 ± 9.51; t(377) = -.32; p = .751) and SNS-ARC (19.08 ± 8.61 vs 19.76 ± 6.77; t(377) = -.79; p = .430). The SNS-ARC subscale was more correlated to smartphone addiction than the SNS-NSC (r = .73; p < .001 vs r = .54; p < .001) whereas both subscales were significantly associated with more stress and more loneliness. CONCLUSION The data collected in this study provided support for all the hypotheses formulated. Consequently, the PUS-Ar was deemed a suitable scale to measure problematic SNS among Lebanese adolescents. The PUS-Ar is currently available to researchers for use in evaluating PSNSU in Lebanon. However, it is important to note that further research is needed to explore its applicability and generalizability across different populations and contexts.
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Affiliation(s)
- Sahar Obeid
- School of Arts and Sciences, Social and Education Sciences Department, Lebanese American University, Jbeil, Lebanon
| | | | - Álvaro Postigo
- Department of Psychology, University of Oviedo, Oviedo, Spain
| | - Abir Sarray El Dine
- Department of Biomedical Sciences, School of arts and Sciences, Lebanese International University, Beirut, Lebanon
| | - Vanessa Azzi
- School of Medicine and Medical Sciences, Holy Spirit University of Kaslik, Jounieh, Lebanon
| | - Diana Malaeb
- School of Pharmacy, Gulf Med Uni, Ajman, United Arab Emirates
| | - Souheil Hallit
- School of Medicine and Medical Sciences, Holy Spirit University of Kaslik, Jounieh, Lebanon
- Psychology Department, College of Humanities, Effat University, Jeddah, Saudi Arabia
- Applied Science Research Center, Applied Science Private University, Amman, Jordan
- Research Department, Psychiatric Hospital of the Cross, Jal Eddib, Lebanon
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Chen C, Shen Y, Xiao F, Ni J, Zhu Y. The effect of smartphone dependence on learning burnout among undergraduates: the mediating effect of academic adaptability and the moderating effect of self-efficacy. Front Psychiatry 2023; 14:1155544. [PMID: 37736057 PMCID: PMC10509764 DOI: 10.3389/fpsyt.2023.1155544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 06/16/2023] [Indexed: 09/23/2023] Open
Abstract
Introduction Smartphone dependence is closely related to the physical and mental health development of undergraduates and their learning. The purpose of this study was to explore the relationship between smartphone dependence, academic adaptability, self-efficacy and learning burnout among undergraduates and its underlying mechanisms. Methods The study was conducted on 2,110 undergraduates using the Smartphone Dependence Scale, the Undergraduates Learning Adjustment Scale, the Learning Burnout Undergraduates Scale and the Self-Efficacy Scale to develop a mediation model and a moderation model. Results The findings of this study revealed that (1) smartphone dependence significantly negatively predicted academic adaptability; (2) academic adaptability significantly negatively predicted learning burnout; (3) smartphone dependence significantly positively predicted learning burnout; (4) academic adaptability partially mediated the effect of smartphone dependence on learning burnout; (5) self-efficacy played a moderating role in the effect of academic adaptability on learning burnout. Conclusion These findings can help researchers and educators better understand the underlying mechanisms between smartphone dependence and learning burnout in undergraduates.
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Affiliation(s)
- Chunmei Chen
- Teachers College, Jimei University, Xiamen, Fujian, China
| | - Yuanyi Shen
- School of Aerospace Engineering, Xiamen University, Xiamen, Fujian, China
| | - Fanghao Xiao
- College of Computer and Information Engineering, Xiamen Institute of Technology, Xiamen, Fujian, China
| | - Jianchao Ni
- School of Aerospace Engineering, Xiamen University, Xiamen, Fujian, China
| | - Yujie Zhu
- School of Marine Culture and Law, Jimei University, Xiamen, Fujian, China
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Fortunato L, Lo Coco G, Teti A, Bonfanti RC, Salerno L. Time Spent on Mobile Apps Matters: A Latent Class Analysis of Patterns of Smartphone Use among Adolescents. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:6439. [PMID: 37568981 PMCID: PMC10418827 DOI: 10.3390/ijerph20156439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 05/25/2023] [Accepted: 07/20/2023] [Indexed: 08/13/2023]
Abstract
The aims of the present study are: (1) to determine classes of adolescents with homogeneous patterns of smartphone or social media use; and (2) to examine the level of distress across the empirically derived profiles. Three hundred and forty adolescents (Mage = 15.61, SD = 1.19; 38.2% females) participated in a cross-sectional survey. Participants provided objective trace data on time spent on smartphones and applications, as well as self-reported social media addiction, social media use intensity, online social comparison, emotion dysregulation, and psychological distress. Latent class analysis (LCA) with total smartphone use categorized participants into three classes. Participants in Class 3 (19%) showed a more impaired functioning profile, with a tendency towards social media addiction and greater levels of distress. LCAs with the amount of time devoted to specific applications are more heterogeneous, and results showed that heavy use of social media apps was not consistently connected to the most impaired psychosocial profiles. Although the amount of mobile screen time can be a characteristic of problematic users, the link between social media usage and an adolescent's psychological characteristics is mixed. More research is needed to explore the interplay between mobile screen time and social media usage among adolescents.
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Affiliation(s)
| | | | | | | | - Laura Salerno
- Department of Psychology, Educational Science and Human Movement, University of Palermo, Viale delle Scienze, Edificio 15, 90128 Palermo, Italy; (L.F.); (G.L.C.); (A.T.); (R.C.B.)
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Vujić A, Volarov M, Latas M, Demetrovics Z, Kiraly O, Szabo A. Are Cyberchondria and Intolerance of Uncertainty Related to Smartphone Addiction? Int J Ment Health Addict 2023:1-19. [PMID: 37363761 PMCID: PMC10155650 DOI: 10.1007/s11469-023-01054-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/12/2023] [Indexed: 06/28/2023] Open
Abstract
Smartphones are a medium for performing online activities, and one such activity could be the compulsive online health information search - cyberchondria. This study aimed to test whether cyberchondria and intolerance of uncertainty (IU) positively predict smartphone addiction (SA), adjusted for age, gender, daily use duration, the reason for using smartphones, and symptoms of anxiety and depression. The sample consisted of 471 adults (55.2% women) from the general population without chronic diseases (Mage = 38.67). Regression analysis showed that IU was a positive predictor of SA (β = .17, p < .001), as well as cyberchondria (β = .14, p < .001), which had a unique contribution to the explanation of SA, relative to IU. Other significant predictors were average daily smartphone use and entertainment use, the latter being the strongest predictor in the model. These results revealed cyberchondria as a unique predictor of SA.
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Affiliation(s)
- Aleksandar Vujić
- Doctoral School of Psychology, Faculty of Education and Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Marija Volarov
- Department of Psychology, Faculty of Sport and Psychology, Educons University, Novi Sad, Serbia
| | - Milan Latas
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Zsolt Demetrovics
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar, Gibraltar
| | - Orsolya Kiraly
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Attila Szabo
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Institute of Health Promotion and Sport Sciences, ELTE Eötvös Loránd University, Budapest, Hungary
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Cao CH, Dang CY, Zheng X, Chen WG, Chen IH, Gamble JH. The Psychometric Properties of the DASS-21 and Its Association with Problematic Internet Use among Chinese College Freshmen. Healthcare (Basel) 2023; 11:700. [PMID: 36900705 PMCID: PMC10000485 DOI: 10.3390/healthcare11050700] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 02/17/2023] [Accepted: 02/23/2023] [Indexed: 03/03/2023] Open
Abstract
During transitional periods, college freshmen may experience mental health issues. The Depression, Anxiety, and Stress Scale-21-item version (DASS-21) is commonly used for mental health assessment in China. However, evidence is lacking regarding its applicability with freshmen as a demographic. Debates also exist regarding its factor structure. This study aimed to evaluate the DASS-21's psychometric properties with Chinese college freshmen and investigate its association with three kinds of problematic Internet use. A convenience sampling method was used to recruit two samples of freshmen-one of 364 (female 248; mean age 18.17 years) and the other of 956 (female 499; mean age 18.38 years) participants. McDonald's ω and confirmatory factor analysis were conducted to evaluate both the scale's internal reliability and construct validity. The results indicated acceptable reliability, with a one-factor structure inferior to a three-factor structure in terms of model fit. Furthermore, it was demonstrated that problematic Internet use was significantly and positively associated with depression, anxiety, and stress among Chinese college freshmen. Based on the prerequisite of measurement equivalence across two samples, the study also found that freshmen's problematic Internet use and psychological distress were likely to be affected by the strict measures put in place during the COVID-19 pandemic.
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Affiliation(s)
- Cui-Hong Cao
- School of Foreign Languages, Shandong Women’s University, Jinan 250300, China
| | - Chang-Yan Dang
- School of Foreign Languages, Shandong Women’s University, Jinan 250300, China
| | - Xia Zheng
- Mental-Health Education Center, Nanchang University, Nanchang 330031, China
| | - Wang-Guang Chen
- School of Administration, Guangdong Polytechnic Normal University, Guangzhou 510665, China
| | - I-Hua Chen
- Chinese Academy of Education Big Data, Qufu Normal University, Qufu 273165, China
| | - Jeffrey H. Gamble
- Department of English, National Changhua University, Changhua 50007, Taiwan
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Pressey A, Houghton D, Istanbulluoglu D. The problematic use of smartphones in public: the development and validation of a measure of smartphone “zombie” behaviour. INFORMATION TECHNOLOGY & PEOPLE 2023. [DOI: 10.1108/itp-06-2022-0472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
PurposeWe have witnessed an evolution in the use of smartphones in recent years. We have been aware for some time of the potentially deleterious impact of smartphones on users' lives and their propensity for user addiction, as reflected in the large and growing body of work on this topic. One modern phenomenon – the distracted mobile phone user in public, or “smartphone zombie” – has received limited research attention. The purpose of the present study is to develop a robust measure of smartphone zombie behaviour.Design/methodology/approachThe research deign comprises three studies: A round of focus groups (n = 5) and two online surveys (survey one n = 373, survey two n = 386), in order to develop and validate a three-factor, 15-item measure named the Smartphone Zombie Scale (SZS).FindingsFollowing the round of focus groups conducted, Exploratory Factor Analysis and a Confirmatory Factor Analysis, the SZS measure (Cronbach's α = .932) is demonstrated to be robust and comprises three factors: Attention Deficit (Cronbach's α = .922), Jeopardy (Cronbach's α = .817) and Preoccupation (Cronbach's α = .835), that is shown to be distinct to existing closely related measures (Smartphone Addiction scale and Obsessive Compulsive Use).Originality/valueThe present study represents the first extant attempt to produce a measure of smartphone zombie behaviour, and provides us with a reliable and valid measure with which we can study this growing phenomenon.
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Robayo-Pinzon O, Rojas-Berrío S, Paredes MR, Foxall GR. Social media sites users' choice between utilitarian and informational reinforcers assessed using temporal discounting. Front Public Health 2023; 11:960321. [PMID: 36844822 PMCID: PMC9950497 DOI: 10.3389/fpubh.2023.960321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 01/24/2023] [Indexed: 02/12/2023] Open
Abstract
Objective This study provides a first approach to the use of the Multiple-Choice Procedure in social media networks use, as well as empirical evidence for the application of the Behavioral Perspective Model to digital consumption behavior in young users in conjunction with a methodology based on behavioral economics. Participants/methods The participants were part of a large university in Bogotá, Colombia, and they received an academic credit once they completed the online questionnaire. A total of 311 participants completed the experiment. Of the participants, 49% were men with a mean age of 20.6 years (SD = 3.10, Range = 15-30); 51% were women with a mean age of 20.2 years (SD = 2.84, Range = 15-29). Results Among the total participants, 40% reported that they used social networks between 1 and 2 h a day, 38% between 2 and 3 h, 16% for 4 h or more, and the remaining 9% used them for 1 h or less per day. The factorial analysis of variance (ANOVA) allowed us to identify a statistically significant effect of the delay of the alternative reinforcer, that is, the average crossover points were higher when the monetary reinforcer was delayed 1 week, compared to the immediate delivery of the monetary reinforcer. There was no statistically significant effect of the interaction between the magnitude of the reinforcer and the delay time of the alternative reinforcer. Conclusions This study supports the relative reinforcing value of an informational reinforcement consequence such as social media use, which is sensitive to both the magnitude of reinforcement and the delay in delivery as individual factors. The findings on reinforcer magnitude and delay effects are consistent with previous research that have applied behavioral economics to the study of non-substance-related addictions.
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Affiliation(s)
- Oscar Robayo-Pinzon
- School of Business Administration, Universidad del Rosario, Bogotá, Colombia,*Correspondence: Oscar Robayo-Pinzon ✉
| | | | - Mario R. Paredes
- School of Business Administration, Universidad del Rosario, Bogotá, Colombia
| | - Gordon R. Foxall
- Cardiff Business School, Cardiff University, Cardiff, United Kingdom,School of Management, Reykjavik University, Reykjavik, Iceland
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14
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Ergin ZO, Ozer A. Unravelling the Relation Between Fear of Missing Out, Time Spent on the Phone, Sex, Alienation, and Nomophobia. Psychol Rep 2023; 126:181-197. [PMID: 34617863 DOI: 10.1177/00332941211043456] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
The prevalence of nomophobia is growing among adolescents. This study aimed to disentangle the relationship between nomophobia, the fear of missing out, time spent on the phone, sex, and social alienation. Participants, who were 595 students (313 females and 282 males) attending high school during the 2019-2020 academic year, filled out personal information forms and a series of scales involving nomophobia, the fear of missing out, and social alienation. Then, data were analyzed through a moderated mediation analysis. The results showed that the bivariate correlation was significant but not the direct effect of gender on nomophobia; still, other direct effects were significant. The partial indirect effect of the fear of missing out on nomophobia was only significant for females when social alienation was controlled for. In the model where nomophobia was the outcome model, the power values for the time spent on the phone and its interaction with sex were low but high for other factors. Furthermore, the effect size was small for the model where the mediator was the outcome and high for the model that had nomophobia as the outcome. Thus, it is crucial to consider that the motives underlying the fear of missing out and nomophobia differ between the sexes in planning interventions.
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Affiliation(s)
- Zeynep Oznur Ergin
- Department of Educational Sciences, Ondokuz Mayıs University, Samsun, Turkey.,Department of Educational Sciences, Hacettepe University, Ankara, Turkey
| | - Arif Ozer
- Department of Educational Sciences, Hacettepe University, Ankara, Turkey
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15
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Associations of smartphone addiction, chronotype, sleep quality, and risk of eating disorders among university students: A cross-sectional study from Sharjah/United Arab Emirates. Heliyon 2023; 9:e12882. [PMID: 36685462 PMCID: PMC9852930 DOI: 10.1016/j.heliyon.2023.e12882] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 01/04/2023] [Accepted: 01/05/2023] [Indexed: 01/11/2023] Open
Abstract
Objectives As smartphone addiction (SA) becomes more prevalent among young adults, there is growing concern over its impact on dietary and lifestyle habits, such as disturbed sleep and eating patterns. However, limited literature exists particularly on the association between SA and eating disorders (ED). Thus, this study aims to study the prevalence of SA risk, poor sleeping quality, evening chronotype, and ED risk among university students in the UAE. It also aims to assess the associations between them, emphasizing the one between ED and SA risks. Methods In this cross-sectional study, a self-administered online questionnaire was disseminated via convenience sampling. Pittsburgh Sleep Quality Index, Morningness-Eveningness Questionnaire, Eating Attitude Test-26 items, and Smartphone Addiction Scale-Short Version were used to measure sleep quality, chronotype, ED risk, and SA risk, respectively. Descriptive and analytical statistics were applied, and P < 0.05 was considered for statistical significance. Results Out of 552 students (mean age: 21.2 ± 5.1 years), 71% had poor sleep quality, 33.9% reported evening chronotype, 37.9% had ED risk, and 56.2% had SA risk. SA risk was significantly associated with both poor sleep quality (OR = 2.93; 95% CI: 2.01-4.29; p < 0.001) and evening chronotype (p = 0.005). ED risk was significantly associated with poor sleep quality (p < 0.001). Poor sleep quality predicted ED risk best. Conclusion High prevalence of SA, ED risk, and poor sleep quality was reported among university students in the UAE. Associations between poor sleep quality, evening chronotype, SA risk, and ED risk were further confirmed, with sleep quality predicting ED risk.
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16
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Ma Y. Effects of interactivity affordance on user stickiness in livestream shopping:identification and gratification as mediators. Heliyon 2023; 9:e12917. [PMID: 36685458 PMCID: PMC9853373 DOI: 10.1016/j.heliyon.2023.e12917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 01/06/2023] [Accepted: 01/09/2023] [Indexed: 01/13/2023] Open
Abstract
In this day and age, livestream shopping is developing by leaps and bounds in China. It has been proved that livestream shopping is efficient in attracting customers and boosting the sales of products. However, very little research has been carried out on user stickiness, which plays a valuable role in business success. In light of the stimulus-organism-response framework (S-O-R), a multiple-mediation model (identification and gratification as mediators) was established to examine the effect of interactivity affordance (S) on the user stickiness (R) of a sample of 489 Chinese livestream viewers. Structural equation modeling with bootstrapping estimation was performed to examine the mediating roles of identification (O-cognitive) and gratification (O-affective). The modeling results revealed that the relationship between interactivity affordance and user stickiness was partially mediated by identification combined with utilitarian gratification and fully mediated by identification combined with hedonic gratification. The findings stress the importance of categorizing gratifications. In addition, these findings offer new perspectives for understanding the effects of IT affordance on user stickiness.
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17
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Wang T, Chen WF, Wang X, Fan X. Smartphone use increases the likelihood of making short-sighted financial decisions. JOURNAL OF PACIFIC RIM PSYCHOLOGY 2023. [DOI: 10.1177/18344909221147782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
Contextualizing in the digitalization of personal finance (e.g., mobile banking), the present research explores how financial decisions made on smartphones (vs. laptops or tablets) are more likely to be shortsighted, manifesting in being unwilling to save for retirement, referring to recent information while making financial decisions, and opting for instant but smaller rewards. We trace the effect to smartphones’ affordance of ubiquity, an attribute that allows users to satisfy various needs with considerable flexibility of time and space and prompts users to seek instant gratifications. We also rule out potential alternative factors that might account for this effect, including haptic gratification, direct-touch effect, task difficulty, thinking style, concentration, and the hedonic usage of the devices by users. Furthermore, we demonstrate that prompting users to deliberate on their decisions successfully attenuates the effect. Implications for the development of interventions are discussed.
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Affiliation(s)
- Tianran Wang
- School of Management, Fudan University, Shanghai, China
| | - Wei-Fen Chen
- School of Business, University of Leicester, Leicester, England
| | - Xue Wang
- Business School, Beijing Normal University, Beijing, China
| | - Xiucheng Fan
- School of Management, Fudan University, Shanghai, China
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18
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Farghaly Abdelaliem SM, Dator WLT, Sankarapandian C. The Relationship between Nursing Students' Smart Devices Addiction and Their Perception of Artificial Intelligence. Healthcare (Basel) 2022; 11:healthcare11010110. [PMID: 36611570 PMCID: PMC9819298 DOI: 10.3390/healthcare11010110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 12/25/2022] [Accepted: 12/26/2022] [Indexed: 01/01/2023] Open
Abstract
Background: The concept of addiction in relation to cellphone and smartphone use is not new, with several researchers already having explored this phenomenon. Artificial intelligence has become important in the rapid development of the technology field in recent years. It has a very positive impact on our day-to-day life. Aim: To investigate the relationship between nursing students’ addiction to smart devices and their perceptions of artificial intelligence. Methods: A cross-sectional design was applied. The data were collected from 697 nursing students over three months at the College of Nursing, Princess Nourah bint Abdulrahman University. Results: The correlation test shows a significant correlation between smart device addiction and the artificial intelligence of the respondents (p-value < 0.05). In addition, the majority of the students, 72.7% (507), are moderately addicted to smartphones, 21.8% (152) are highly addicted, and only 5.5% (38) have a low addiction. Meanwhile, 83.6% (583) of them have high levels of perception of artificial intelligence and the rest, 16.4% (114), have a moderate level. Conclusions: The nursing students’ perception of artificial intelligence varies significantly according to their level of addiction to smart device utilization.
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Affiliation(s)
- Sally Mohammed Farghaly Abdelaliem
- Department of Nursing Management and Education, College of Nursing, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia
- Correspondence:
| | - Wireen Leila Tanggawohn Dator
- Department of Medical–Surgical Nursing, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia
| | - Chandrakala Sankarapandian
- Department of Medical–Surgical Nursing, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia
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19
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Hwang IW, Choe JP, Park JH, Lee JM. Association between Physical Activity, Sedentary Behavior, Satisfaction with Sleep Fatigue Recovery and Smartphone Dependency among Korean Adolescents: An Age- and Gender-Matched Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:16034. [PMID: 36498107 PMCID: PMC9739357 DOI: 10.3390/ijerph192316034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Revised: 11/27/2022] [Accepted: 11/29/2022] [Indexed: 06/17/2023]
Abstract
The purpose of this study was to identify the association between physical activity (PA), sedentary behavior (SB), satisfaction with sleep fatigue recovery (SSFR), and smartphone dependency in South Korean adults. We analyzed data from the National Health and Nutrition Examination Survey 2020 data. We selected participants who answered Internet addiction-related questions as “Very much” (n = 241) and answered Internet addiction-related questions as “Not at all” (n = 241) in the questionnaire. The participants were matched by age and gender, then divided into two groups. Between the two groups, there were considerable differences in the number of days participating in moderate to vigorous PA (5 days or more, p = 0.01), the number of strength training days (1 day, p = 0.02), the number of light PA days for more than 60 min (every day for the last 7 days, p = 0.01), and the SSFR over the past 7 days (p < 0.05). Additionally, the mean smartphone usage time and mean sedentary behavior time between the two groups showed significant differences. The study demonstrated that there were significant associations between PA, SB, SSFR, and smartphone dependency among Korean adolescents matched by age and gender. Additionally, this study highlights the importance of increasing overall PA and number of days participating in MVPA, decreasing SB time and smartphone usage time could reduce the incidence of smartphone overdependence.
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Affiliation(s)
- In-Whi Hwang
- Graduate School of Physical Education, Kyung Hee University (Global Campus), 1732 Deokyoungdaero, Giheung-gu, Yongin-si 17014, Gyeonggi-do, Republic of Korea
| | - Ju-Pil Choe
- Graduate School of Physical Education, Kyung Hee University (Global Campus), 1732 Deokyoungdaero, Giheung-gu, Yongin-si 17014, Gyeonggi-do, Republic of Korea
| | - Jeong-Hui Park
- School of Public Health, Texas A&M Health Science Center, 212 Adriance Lab Rd., College Station, TX 77843, USA
| | - Jung-Min Lee
- Sports Science Research Center, Kyung Hee University (Global Campus), 1732 Deokyoungdaero, Giheung-gu, Yongin-si 17014, Gyeonggi-do, Republic of Korea
- Department of Physical Education, Kyung Hee University (Global Campus), 1732 Deokyoungdaero, Giheung-gu, Yongin-si 17014, Gyeonggi-do, Republic of Korea
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20
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Salerno L, Alquitran A, Alibrahim N, Lo Coco G, Di Blasi M, Giordano C. Evaluating Gender Differences in Problematic Smartphone Use. EUROPEAN JOURNAL OF PSYCHOLOGICAL ASSESSMENT 2022. [DOI: 10.1027/1015-5759/a000730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Abstract. The Smartphone Addiction Inventory (SPAI) is widely used to measure problematic smartphone use (PSU). Although the SPAI has been translated and validated in different countries, its measurement invariance across gender has received little research attention. This study aimed to examine whether men and women interpreted the Italian version of the SPAI (SPAI-I) similarly and, consequently, whether the observed gender differences in SPAI scores, which have been shown in previous studies, could be due to true differences, rather than to differences in measurement. Six hundred nineteen Italian young adults ( Mage = 22.02 ± 2.63; 55.7% women) took part in the study and completed the SPAI-I. Multigroup CFA was applied to test the measurement invariance across gender, and the item parameter invariance was investigated with the item-response theory (IRT) differential item functioning (DIF) method for multidimensional models. Evidence of measurement invariance across gender was found. Only one item (i.e., item 14, “The idea of using smartphone comes as the first thought on mind when waking up each morning”) out of 24 items of the SPAI-I showed DIF with a large effect size. Gender-related differences found with the SPAI-I reflect true differences in smartphone overuse rather than specific characteristics of the measure.
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Affiliation(s)
- Laura Salerno
- Department of Psychology, Educational Sciences and Human Movement, University of Palermo, Italy
| | - Analyn Alquitran
- Department of Research Methods and Information Science, Morgridge College of Education, University of Denver, Denver, CO, USA
| | - Noor Alibrahim
- Department of Research Methods and Information Science, Morgridge College of Education, University of Denver, Denver, CO, USA
| | - Gianluca Lo Coco
- Department of Psychology, Educational Sciences and Human Movement, University of Palermo, Italy
| | - Maria Di Blasi
- Department of Psychology, Educational Sciences and Human Movement, University of Palermo, Italy
| | - Cecilia Giordano
- Department of Psychology, Educational Sciences and Human Movement, University of Palermo, Italy
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21
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Hussien RM. The association between nomophobia and loneliness among the general population in the Kingdom of Saudi Arabia. MIDDLE EAST CURRENT PSYCHIATRY 2022. [DOI: 10.1186/s43045-022-00235-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Nomophobia progresses through phases (initiation, affirmation, need, and dependency), similarly to addiction, and manifests in a variety of ways, including socially, physiologically, and physically. The objective of the study is to examine the association between nomophobia and feelings of loneliness among a sample of the general population from the KSA. Data were gathered between 5 March and 5 April 2022 using a descriptive, cross-sectional survey design. Five hundred twenty-six participants make up the sample for this study. The information is gathered using a sociodemographic data sheet, Internet usage profiles, a nomophobia questionnaire, and the Loneliness Scale.
Results
The majority of people in the study sample use the Internet for between 4 and 9 h, most immediately in the morning, on waking, for gaming, and for social communication. For nomophobia levels among the study population, the highest percentage is for a moderate level of nomophobia, with the highest means being for factor 1 (unable to communicate), followed by factor 4 (giving up convenience). They also have a moderate level of loneliness.
Conclusions
The multivariate analysis shows that the total loneliness score is strongly and positively correlated with the total nomophobia score and its four factors and the duration of daily mobile Internet use. There are also negative correlations with age and education level. Additionally, the overall nomophobia score has an inverse relationship with income level and age, but a high relationship with the frequency of daily mobile Internet use. The study suggests that there is a need for psychoeducation for a variety of sociodemographic groups to raise awareness about the psychological repercussions of nomophobia, practices that will help to reduce the time spent online for arbitrary reasons, to discover new and entertaining ways of communicating with each other.
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22
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The Role of Motivation Systems, Anxiety, and Low Self-Control in Smartphone Addiction among Smartphone-Based Social Networking Service (SNS) Users. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19116918. [PMID: 35682501 PMCID: PMC9180772 DOI: 10.3390/ijerph19116918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 05/27/2022] [Accepted: 06/03/2022] [Indexed: 11/16/2022]
Abstract
Given that Social Networking Service (SNS) has emerged as the most influential platform, which can lead users to addictive smartphone use, it is necessary to investigate which psychological variables lead smartphone-based SNS users to addictive smartphone use. Still, studies on the relationship between psychological variables and addictive smartphone use among smartphone-based SNS users remain to be explored. Therefore, this study aims to investigate the role of psychological factors on smartphone addiction proneness (SAP). A total of 433 smartphone-based SNS users were collected from 5003 adults in Korea. Data were analyzed with descriptive statistics, Pearson's correlation coefficients, and path analysis using SPSS 21.0 and AMOS 23.0. The results of a parallel-mediation path analysis demonstrated that Behavioral Inhibition (BIS), Behavioral activation (BAS) drive, anxiety, and low self-control directly influenced SAP, separately. BIS and BAS _drive also had significant indirect effects on SAP through the effect of anxiety. BIS and BAS_fun had significant indirect effects on SAP through the effect of low self-control. The study variables accounted for 38.4 of the total variances of SAP. Thus, when establishing interventions to reduce the users' addictive smartphone use, these interactive relationships of the variables should be considered.
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23
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Rosendo-Rios V, Trott S, Shukla P. Systematic literature review online gaming addiction among children and young adults: A framework and research agenda. Addict Behav 2022; 129:107238. [PMID: 35104738 DOI: 10.1016/j.addbeh.2022.107238] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 12/22/2021] [Accepted: 01/10/2022] [Indexed: 11/28/2022]
Abstract
Online gaming addiction refers to a persistent and recurrent use of internet to engage in games leading to significant impairment or distress in a person's life. With the current pandemic, media reports suggest that the greater access of online devices among children and young adults has intensified online gaming addiction. However, the domain of online gaming addiction is a relatively new phenomenon with disparate studies examining various facets of it. Hence, the purpose of this research is to analyze the existing literature in order to identify the emerging trends in this area and to provide a systematic review that can be used as guidance for future research in this emerging field. Starting from the gaps that this review highlights, the proposed directions will help scholars find issues and gaps not sufficiently explored that can constitute the bases for further research pathways.
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Affiliation(s)
| | | | - Paurav Shukla
- Southampton Business School, University of Southampton, Southampton, UK.
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24
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Cannito L, Annunzi E, Viganò C, Dell’Osso B, Vismara M, Sacco PL, Palumbo R, D’Addario C. The Role of Stress and Cognitive Absorption in Predicting Social Network Addiction. Brain Sci 2022; 12:643. [PMID: 35625029 PMCID: PMC9139642 DOI: 10.3390/brainsci12050643] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 05/04/2022] [Accepted: 05/11/2022] [Indexed: 02/06/2023] Open
Abstract
Nowadays, the use of social networks (SNs) is pervasive and ubiquitous. Among other things, SNs have become a key resource for establishing and maintaining personal relationships, as further demonstrated by the emergence of the pandemic. However, easy access to SNs may be a source of addictive behaviour, especially among the younger population. The literature highlights various psychological and physiological factors as possible predictors of vulnerability to SN addiction. This paper explores the joint effects of stress level and cognitive absorption, in the form of temporal dissociation while on SNs, on the addiction of university students to SNs. Here, 312 participants were involved in an online survey. About 14% of the sample presented a risk for SN addiction. Moreover, it was found that stress level predicted SN addiction both directly and indirectly through the effect of individual temporal dissociation, as experienced during SN usage. These results suggest a significant role of perceived stress level on addiction risk, while also pointing out additional vulnerability to SN addiction for cognitive profiles that are relatively more prone to temporal dissociation while online.
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Affiliation(s)
- Loreta Cannito
- Department of Psychological, Health and Territorial Sciences, University “G. d’ Annunzio” of Chieti-Pescara, 66100 Chieti, Italy;
- Center for Advanced Studies and Technology, University “G. d’ Annunzio” of Chieti-Pescara, 66100 Chieti, Italy
| | - Eugenia Annunzi
- Department of Neuroscience, Imaging and Clinical Sciences, University “G. d’ Annunzio” of Chieti-Pescara, 66100 Chieti, Italy;
| | - Caterina Viganò
- Department of Biomedical and Clinical Sciences Luigi Sacco, University of Milan, 20100 Milan, Italy; (C.V.); (B.D.); (M.V.)
- Department of Psychiatry, ASST Fatebenefratelli Sacco, University of Milan, 20100 Milan, Italy
| | - Bernardo Dell’Osso
- Department of Biomedical and Clinical Sciences Luigi Sacco, University of Milan, 20100 Milan, Italy; (C.V.); (B.D.); (M.V.)
- Department of Psychiatry, ASST Fatebenefratelli Sacco, University of Milan, 20100 Milan, Italy
| | - Matteo Vismara
- Department of Biomedical and Clinical Sciences Luigi Sacco, University of Milan, 20100 Milan, Italy; (C.V.); (B.D.); (M.V.)
- Department of Psychiatry, ASST Fatebenefratelli Sacco, University of Milan, 20100 Milan, Italy
| | - Pier Luigi Sacco
- Department of Philosophical, Pedagogical and Economic-Quantitative Sciences, University “G. d’ Annunzio” of Chieti-Pescara, 66100 Chieti, Italy;
- MetaLAB (at) Harvard, Cambridge, MA 01451, USA
- ISPC-CNR, 80134 Naples, Italy
| | - Riccardo Palumbo
- Center for Advanced Studies and Technology, University “G. d’ Annunzio” of Chieti-Pescara, 66100 Chieti, Italy
- Department of Neuroscience, Imaging and Clinical Sciences, University “G. d’ Annunzio” of Chieti-Pescara, 66100 Chieti, Italy;
| | - Claudio D’Addario
- Faculty of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, 64100 Teramo, Italy
- Department of Clinical Neuroscience, Karolinska Institutet, 17177 Stockholm, Sweden
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25
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The Relationship between Korean Parents' Smartphone Addiction and That of Their Children: The Mediating Effects of Children's Depression and Social Withdrawal. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19095593. [PMID: 35564989 PMCID: PMC9100255 DOI: 10.3390/ijerph19095593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Revised: 04/23/2022] [Accepted: 04/30/2022] [Indexed: 11/17/2022]
Abstract
With the number of smartphone users growing around the world, children are using smartphones from an increasingly early age. Consequently, a significant number of children are being exposed to the risk of smartphone addiction, which is emerging as a serious social problem. Smartphone addiction can negatively impact children’s physical, cognitive, and social development. Previous studies have demonstrated that parental smartphone addiction influences that of their children. Therefore, this study explores the relationship between parental smartphone addiction and children’s smartphone addiction and the mediating effects of children’s depression and social withdrawal. Data are drawn from National Youth Policy Institute’s 2018 Korean Children and Youth Panel Survey. Respondents comprise 2011 fourth-grade elementary school students and their parents. Data were analyzed using SPSS version 21.0 and AMOS 21.0 software. Results show that the relationship between parental smartphone addiction and that of their children has a significantly positive mediating effect on children’s social withdrawal, but no such effect on children’s depression and there were no serial effects of children’s depression and social withdrawal. Consequently, educational programs that control parents’ smartphone usage, improve the parent–child relationship, and engender social sensitivity should be developed to reduce and prevent smartphone addiction among children.
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26
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Vischer AS, Rosania J, Socrates T, Blaschke C, Eckstein J, Proust YM, Bonnier G, Proença M, Lemay M, Burkard T. Comparability of a Blood-Pressure-Monitoring Smartphone Application with Conventional Measurements-A Pilot Study. Diagnostics (Basel) 2022; 12:749. [PMID: 35328302 PMCID: PMC8947665 DOI: 10.3390/diagnostics12030749] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 03/14/2022] [Accepted: 03/17/2022] [Indexed: 02/06/2023] Open
Abstract
(1) Background: New cuffless technologies attempting blood-pressure measurements (BPM) offer possibilities to improve hypertension awareness and control. The aim of this study was to compare a smartphone application (app)-based algorithm with office BPM (OBPM). (2) Methods: We included consecutive patients with an indication for ambulatory BPM. The smartphone app (RIVA digital) acquired the pulse wave in the fingers’ arterial bed using the phone’s camera and estimated BP based on photoplethysmographic (PPG) waveforms. Measurements were alternatingly taken with an oscillometric cuff-based device and smartphone BPM (AppBP) on two consecutive days. AppBP were calibrated to the first OBPM. Each AppBP was compared to its CuffBP (mean of the previous/following OBPM). (3) Results: 50 participants were included, resulting in 50 AppBP values on Day 1 and 33 on Day 2 after exclusion of 225 AppBP due to insufficient quality. The mean ± SD of the differences between AppBP and CuffBP was 0.7 ± 9.4/1.0 ± 4.5 mmHg (p-value 0.739/0.201) on Day 1 and 2.6 ± 8.2/1.3 ± 4.1 mmHg (p-value 0.106/0.091) on Day 2 for systolic/diastolic values, respectively. There were no significant differences between the deviations on Day 1 and Day 2 (p-value 0.297/0.533 for systolic/diastolic values). Overall, there were 10 (12%) systolic measurement pairs differing by >15 mmHg. (4) Conclusions: In this pilot evaluation, the RIVA Digital app shows promising results when compared to oscillometric cuff-based measurements, especially regarding diastolic values. Its differences between AppBP−CuffBP have a good stability one day after calibration. Before clinical use, signal acquisition needs improvement and the algorithm needs to undergo formal validation against a gold-standard BPM method.
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Affiliation(s)
- Annina S. Vischer
- Medical Outpatient Department and Hypertension Clinic, ESH Hypertension Centre of Excellence, University Hospital Basel, 4031 Basel, Switzerland; (J.R.); (T.S.); (C.B.); (T.B.)
| | - Jana Rosania
- Medical Outpatient Department and Hypertension Clinic, ESH Hypertension Centre of Excellence, University Hospital Basel, 4031 Basel, Switzerland; (J.R.); (T.S.); (C.B.); (T.B.)
| | - Thenral Socrates
- Medical Outpatient Department and Hypertension Clinic, ESH Hypertension Centre of Excellence, University Hospital Basel, 4031 Basel, Switzerland; (J.R.); (T.S.); (C.B.); (T.B.)
| | - Christina Blaschke
- Medical Outpatient Department and Hypertension Clinic, ESH Hypertension Centre of Excellence, University Hospital Basel, 4031 Basel, Switzerland; (J.R.); (T.S.); (C.B.); (T.B.)
| | - Jens Eckstein
- Department of Internal Medicine, University Hospital Basel, 4031 Basel, Switzerland;
| | - Yara-Maria Proust
- Centre Suisse d’Electronique et de Microtechnique (CSEM), 2002 Neuchatel, Switzerland; (Y.-M.P.); (G.B.); (M.P.); (M.L.)
| | - Guillaume Bonnier
- Centre Suisse d’Electronique et de Microtechnique (CSEM), 2002 Neuchatel, Switzerland; (Y.-M.P.); (G.B.); (M.P.); (M.L.)
| | - Martin Proença
- Centre Suisse d’Electronique et de Microtechnique (CSEM), 2002 Neuchatel, Switzerland; (Y.-M.P.); (G.B.); (M.P.); (M.L.)
| | - Mathieu Lemay
- Centre Suisse d’Electronique et de Microtechnique (CSEM), 2002 Neuchatel, Switzerland; (Y.-M.P.); (G.B.); (M.P.); (M.L.)
| | - Thilo Burkard
- Medical Outpatient Department and Hypertension Clinic, ESH Hypertension Centre of Excellence, University Hospital Basel, 4031 Basel, Switzerland; (J.R.); (T.S.); (C.B.); (T.B.)
- Department of Cardiology, University Hospital Basel, 4031 Basel, Switzerland
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Chen Y, Guo Y. Self-control mediation on the relationship between personal growth initiative and smartphone addiction among Chinese university students. JOURNAL OF PSYCHOLOGY IN AFRICA 2022. [DOI: 10.1080/14330237.2021.2017154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Yongguang Chen
- School of Education Science, Zhoukou Normal University, Zhoukou, Henan, China
| | - Yungui Guo
- School of Business, Hunan University of Science and Technology, Xiangtan, Hunan, China
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Li L, Niu Z, Mei S, Griffiths MD. A network analysis approach to the relationship between fear of missing out (FoMO), smartphone addiction, and social networking site use among a sample of Chinese university students. COMPUTERS IN HUMAN BEHAVIOR 2022. [DOI: 10.1016/j.chb.2021.107086] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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Interactive effects of cumulative social-environmental risk and trait mindfulness on different types of adolescent mobile phone addiction. CURRENT PSYCHOLOGY 2022. [DOI: 10.1007/s12144-022-02899-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Peng X, Yu K, Zhang K, Xue H, Peng J. Perceived Overqualification and Intensive Smartphone Use: A Moderated Mediation Model. Front Psychol 2022; 13:794913. [PMID: 35282256 PMCID: PMC8914106 DOI: 10.3389/fpsyg.2022.794913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 01/17/2022] [Indexed: 11/13/2022] Open
Abstract
Previous studies only considered the impact of personal or environmental factors on intensive smartphone use separately, while largely ignoring the impact of person-environment (P-E) fit on it. Drawing on the P-E fit theory, we proposed that perceived overqualification (POQ), an indicator of person-job misfit, positively affects intensive smartphone use via job boredom, and affective commitment moderates this indirect effect. We examined our hypotheses using four-wave time-lag data of 450 workers from 62 teams. The results revealed that POQ raised job boredom of an individual and thus increased their intensive smartphone use. In addition, when the affective commitment was high, the indirect effect from POQ to intensive smartphone use via job boredom was weaker. The implications, limitations, and future directions of this research were discussed.
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Al-Otaibi YD. The Effects of IT Addiction on Trust and Social Influence Perceptions. INTERNATIONAL JOURNAL OF E-ADOPTION 2022. [DOI: 10.4018/ijea.294860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Technology addiction has been the focus of many recent studies in the information systems (IS) literature. This paper examines how user perceptions and usage intentions toward social networking sites (SNS) are distorted by their level of addiction to the technology. To this end, a research model that incorporates the technology addiction construct and two system-referenced perceptions (trust and social influence) has been constructed and tested to explain the effects of addiction on augmenting one’s perceptions of SNS. Data were obtained from an online survey of 202 SNS users in Saudi Arabia. A Structural equation modelling technique was used to evaluate the proposed model. The findings confirmed that users’ level of SNS addiction influence their reasoned-based usage intentions by distorting users’ perceptions toward the technology. Theoretical and practical implications of the findings are discussed.
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Abbasi AZ, Rehman U, Afaq Z, Rafeh MA, Hlavacs H, Mamun MA, Shah MU. Predicting Video Game Addiction Through the Dimensions of Consumer Video Game Engagement: Quantitative and Cross-sectional Study. JMIR Serious Games 2021; 9:e30310. [PMID: 34842539 PMCID: PMC8665386 DOI: 10.2196/30310] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 09/28/2021] [Accepted: 10/12/2021] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Video games are expanding exponentially with their increased popularity among users. However, this popularity has also led to an increase in reported video game addiction. There may be consumer engagement-related factors that may influence video game addiction. OBJECTIVE This study aims to empirically examine the impact of the dimensions of consumer video game engagement on video game addiction. The dimensions are dedication, absorption, conscious attention, social connection, enthusiasm, and interaction. We utilize the uses and gratifications theory to study the video game engagement dimensions as potential factors through which gamers feel gratified and engaged in video game playing. Additionally, this study incorporates the cultivation theory to investigate how video game engagement factors trigger video game addiction. METHODS A two-step process was applied for data analysis on valid cases of 176 gamers aged 15-25 years: video game addiction was specified and validated as a reflective-formative construct, and hypothesis testing was later performed using the WarpPLS on valid respondents. RESULTS The analysis uncovered 2 dimensions of video game engagement: social connection with P=.08 and interaction with P=.49, which did not significantly contribute to video game addiction. CONCLUSIONS This study offers unique insights to a myriad of stakeholders, mostly psychologists and psychiatrists, who routinely prescribe behavior modification techniques to treat video game addiction.
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Affiliation(s)
- Amir Zaib Abbasi
- Department of Management Sciences, Shaheed Zulfikar Ali Bhutto Institute of Science and Technology, Islamabad, Pakistan
- Interdisciplinary Research Centers for Finance and Digital Economy, KFUPM Business School, King Fahd University of Petroleum & Minerals, Dhahran, Saudi Arabia
| | - Umair Rehman
- User Experience Design Department, Wilfrid Laurier University, Brantford, ON, Canada
| | - Zahra Afaq
- Namal Institute Mianwali, Mianwali, Pakistan
| | - Mir Abdur Rafeh
- Department of Management Sciences, Shaheed Zulfikar Ali Bhutto Institute of Science and Technology, Islamabad, Pakistan
| | - Helmut Hlavacs
- Entertainment Group, University of Vienna, Vienna, Austria
| | - Mohammed A Mamun
- Center for Health Innovation, Networking, Training, Action and Research-Bangladesh, Dhaka, Bangladesh
- Department of Public Health and Informatics, Jahangirnagar University, Savar, Bangladesh
| | - Muhammad Umair Shah
- Department of Management Sciences, University of Waterloo, Waterloo, ON, Canada
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Marino C, Canale N, Melodia F, Spada MM, Vieno A. The Overlap Between Problematic Smartphone Use and Problematic Social Media Use: a Systematic Review. CURRENT ADDICTION REPORTS 2021. [DOI: 10.1007/s40429-021-00398-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Abstract
Purpose of Review
Over the last decade, problematic smartphone use (PSU) and problematic social media use (PSMU) have emerged as new potential problematic behaviours. Several studies have suggested that smartphones are predominantly used for social purposes (i.e., using messaging apps and social networking sites). The aim of the current article is to provide a systematic review of the extant literature that has explicitly analysed the association between PSU and PSMU in order to examine study characteristics in terms of samples analysed and effect sizes of the associations reported. This systematic review is based on the ongoing debate about whether the smartphone can be considered as the medium of one or more problematic activities, including PSMU.
Recent Findings
Existing evidence suggests that the effect sizes of the associations between PSU and PSMU are medium to large and large across the 13 studies included, with the largest correlations observed between PSU and problematic WhatsApp use or general PSMU. Overall, reviewed results suggest a partial overlap between the two problematic behaviours.
Summary
PSU and PSMU are overlapped mostly because the smartphone is a common medium to use social media, especially concerning instant messaging apps like WhatsApp. Moreover, PSU should be preferentially studied with a focus on specific types of apps used rather than a more holistic phenomenon.
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The relationship between the nomophobic levels of higher education students in Ghana and academic achievement. PLoS One 2021; 16:e0252880. [PMID: 34133434 PMCID: PMC8208529 DOI: 10.1371/journal.pone.0252880] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2020] [Accepted: 05/25/2021] [Indexed: 11/28/2022] Open
Abstract
There is an upsurge in the use of mobile phones among higher education students in Ghana, which may result in the nomophobia prevalence with the students. Therefore, the need to assess the influence of nomophobia within the student population in Ghana. This descriptive cross-sectional study investigated the prevalence of nomophobia and the sociodemographic variables, and the association with academic achievement of the understudied population. A self-reporting nomophobia questionnaire, composed of 20 dimensions, was answered by 670 university students to measure the nomophobia prevalence. Raw data were estimated using descriptive statistics, and one-way ANOVA and Independent T-test. While the findings showed diverse grades of nomophobia, statistical significance between academic achievement and the level of nomophobia was observed. This study concludes that there is a high nomophobia prevalence among university students in Ghana as the use of smartphones increases. However, follow-up studies should be conducted in Ghanaian universities to monitor nomophobia and its associates in order to reduce the adverse effects of habitual use of smartphones.
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Wang Q, Su M, Zhang M, Li R. Integrating Digital Technologies and Public Health to Fight Covid-19 Pandemic: Key Technologies, Applications, Challenges and Outlook of Digital Healthcare. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:6053. [PMID: 34199831 PMCID: PMC8200070 DOI: 10.3390/ijerph18116053] [Citation(s) in RCA: 52] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2021] [Revised: 05/29/2021] [Accepted: 05/31/2021] [Indexed: 02/06/2023]
Abstract
Integration of digital technologies and public health (or digital healthcare) helps us to fight the Coronavirus Disease 2019 (COVID-19) pandemic, which is the biggest public health crisis humanity has faced since the 1918 Influenza Pandemic. In order to better understand the digital healthcare, this work conducted a systematic and comprehensive review of digital healthcare, with the purpose of helping us combat the COVID-19 pandemic. This paper covers the background information and research overview of digital healthcare, summarizes its applications and challenges in the COVID-19 pandemic, and finally puts forward the prospects of digital healthcare. First, main concepts, key development processes, and common application scenarios of integrating digital technologies and digital healthcare were offered in the part of background information. Second, the bibliometric techniques were used to analyze the research output, geographic distribution, discipline distribution, collaboration network, and hot topics of digital healthcare before and after COVID-19 pandemic. We found that the COVID-19 pandemic has greatly accelerated research on the integration of digital technologies and healthcare. Third, application cases of China, EU and U.S using digital technologies to fight the COVID-19 pandemic were collected and analyzed. Among these digital technologies, big data, artificial intelligence, cloud computing, 5G are most effective weapons to combat the COVID-19 pandemic. Applications cases show that these technologies play an irreplaceable role in controlling the spread of the COVID-19. By comparing the application cases in these three regions, we contend that the key to China's success in avoiding the second wave of COVID-19 pandemic is to integrate digital technologies and public health on a large scale without hesitation. Fourth, the application challenges of digital technologies in the public health field are summarized. These challenges mainly come from four aspects: data delays, data fragmentation, privacy security, and data security vulnerabilities. Finally, this study provides the future application prospects of digital healthcare. In addition, we also provide policy recommendations for other countries that use digital technology to combat COVID-19.
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Affiliation(s)
- Qiang Wang
- School of Economics and Management, China University of Petroleum (East China), Qingdao 266580, China; (M.S.); (M.Z.)
| | | | | | - Rongrong Li
- School of Economics and Management, China University of Petroleum (East China), Qingdao 266580, China; (M.S.); (M.Z.)
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Sitar-Tăut DA. Mobile learning acceptance in social distancing during the COVID-19 outbreak: The mediation effect of hedonic motivation. HUMAN BEHAVIOR AND EMERGING TECHNOLOGIES 2021; 3:366-378. [PMID: 34222833 PMCID: PMC8239841 DOI: 10.1002/hbe2.261] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 04/08/2021] [Accepted: 04/22/2021] [Indexed: 01/30/2023]
Abstract
M‐learning is a trending field in educational organizations, companies, and also for individual study. However, in some regions the ampleness of the phenomenon is not quantifiable or comparable due to the lack of an adequate framework and reliable metrics. Our research intends to make a little light by assessing the degree of m‐learning adoption in students at a moment when face‐to‐face education moved suddenly online due to the COVID‐19 outbreak's rapid and unpredictable spread. A new model relying on the Unified Theory of Acceptance and Use of Technology (UTAUT) was built to investigate and explain relationships between constructs. It reveals the key factors affecting technology adoption by considering hedonic motivation a mediator instead of an exogenous variable as in UTAUT2. Based on an analysis of 311 higher education learners, the way how performance expectancy, effort expectancy, social influence, and facilitating conditions influence directly or indirectly the behavioral intention is researched. The analysis was conducted employing partial least squares structural equation modeling. The strongest relationship is between hedonic motivation and behavioral intention followed by the one between perceived effectiveness and hedonic motivation. Age, gender, and experience moderate the model's relationships. Research contributes to theory development by successfully adjusting the original UTAUT model. Results indicate that universities may offer learners an enjoyable m‐learning experience by activating social support groups and inserting gameplay elements into the learning system.
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Affiliation(s)
- Dan-Andrei Sitar-Tăut
- Department of Business Information Systems, Faculty of Economics and Business Administration Babeş-Bolyai University Cluj-Napoca Romania
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Ali I, Warraich NF. Personal information management through ubiquitous devices: Students’ mobile self-efficacy and PIM practices. JOURNAL OF LIBRARIANSHIP AND INFORMATION SCIENCE 2021. [DOI: 10.1177/0961000621992821] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
This study aims to explore personal information management (PIM) practices of undergraduate university students on ubiquitous devices such as mobile phones. The purpose was to investigate the relationship between mobile self-efficacy and mobile-based PIM practices of the respondents in terms of finding/re-finding, keeping and organizing information. This study was the offspring of a PhD project. The quantitative research design was used to conduct this study. Structured questionnaire was used to collect data from undergraduate students Regression analysis was applied to investigate the relationship between mobile self-efficacy and their mobile based PIM practices. The findings revealed that undergraduate students search, browse, and scan information through mobile phones. They used keywords, searched from recently opened file, and from send item to find/re-find information. They save their personal information in folders, use mobile applications, and take screen shot of information to keep it for future use. Current study reported “ Sharing as keeping ‘as a new phenomenon in mobile based personal information keeping (ubiquitous environment). This study also reported ‘ Ubiquity’ as an emerging trend in PIM among young generation. Study found positive correlations between mobile self-efficacy and mobile based PIM. Current study developed a model of mobile self-efficacy and PIM. Based on new phenomena “ sharing as keeping’ (which occurred in current study), a model “mobile based personal information keeping” may be developed. This study helps software developers of smartphones to develop mobile phone applications according to users’ needs. This study provides better understanding of PIM model (finding/re-finding, keeping and organizing information) through ubiquitous devices (smart phones). Although studies have been conducted to know the impact or relationship between mobile self-efficacy and PIM, but no comprehensive study has been conducted to explore the relationship between mobile self-efficacy and the holistic picture of mobile based PIM (finding/re-finding, keeping, and organizing information) especially in developing countries like Pakistan.
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Affiliation(s)
- Irfan Ali
- Government College University, Lahore, Pakistan
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Zhang J, Jiao C, Yu C, Qiao T, Li Z. Heterogeneous Association of Chinese Adolescents' Engaged Living With Problematic Internet Use: A Mixture Regression Analysis. Front Psychol 2021; 11:526290. [PMID: 33551890 PMCID: PMC7854458 DOI: 10.3389/fpsyg.2020.526290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Accepted: 12/15/2020] [Indexed: 11/27/2022] Open
Abstract
The present study explored heterogeneity in the association between engaged living (i.e., social integration and absorption) and problematic Internet use (PIU). This study included 641 adolescents from four junior-senior high schools of Guangzhou, China. Besides the standard linear regression analysis, mixture regression analysis was conducted to detect certain subgroups of adolescents, based on their divergent association between engaged living and PIU. Sex, age, and psychological need were further compared among the latent subgroups. The results showed that a mixture regression model could account for more variance of PIU than a traditional linear regression model, and identified three subgroups based on their class-specific regression of PIU to engaged living. For the High-PIU class, lower social integration and higher absorption were associated with increased PIU; for the Medium-PIU class, only high social integration was linked with the increase of PIU. For the Low-PIU class, no relation between engaged living and PIU were found. Additionally, being male or having a lower level of satisfied psychological needs increased the link between engaged living and PIU. The results indicated a heterogeneous relationship between engaged living and PIU among adolescents, and prevention or intervention programs should be tailored specifically to subgroups with moderate or high levels of PIU and to those with lower levels of psychological needs’ satisfaction, as identified by the mixture regression model.
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Affiliation(s)
- Jieting Zhang
- College of Psychology, Shenzhen University, Shenzhen, China
| | - Can Jiao
- College of Psychology, Shenzhen University, Shenzhen, China
| | - Chengfu Yu
- College of Psychology, Guangzhou University, Guangzhou, China
| | - Tianqi Qiao
- College of Psychology, Shenzhen University, Shenzhen, China
| | - Zhirong Li
- College of Psychology, Shenzhen University, Shenzhen, China
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Robayo-Pinzon O, Foxall GR, Montoya-Restrepo LA, Rojas-Berrio S. Does excessive use of smartphones and apps make us more impulsive? An approach from behavioural economics. Heliyon 2021; 7:e06104. [PMID: 33644439 PMCID: PMC7887400 DOI: 10.1016/j.heliyon.2021.e06104] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 11/24/2020] [Accepted: 01/22/2021] [Indexed: 12/19/2022] Open
Abstract
PURPOSE Problematic smartphone use has been associated with negative effects in work and school environments. This study proposes the application of a behavioural economics perspective to establish whether heavy smartphone users show a tendency to devalue the consequences of their behaviour in the long term. To address this proposition, the study sought to establish how an objective measurement of usage time of smartphones and apps might help to predict, firstly, participants' choice behaviour and, secondly, their perceived dependence levels. DESIGN/METHODOLOGY/APPROACH An objective measurement of the usage time of smartphones and apps was conducted over four weeks (N = 560 data points), and a computer-based intertemporal choice task and the Spanish version of the Smartphone Addiction Inventory (SPAI) were applied. The participants were twenty undergraduate college students. FINDINGS Although the usage time of devices and apps failed to predict the choice behaviour, a correlation was found between the total usage time of smartphones and WhatsApp and Facebook apps and users' dependence level. On the other hand, dependence had a positive effect on the average selection of the impulsive choice. ORIGINALITY/VALUE This paper proposes the application of a behavioural economics perspective to explore the relationship between objectively measured usage time of smartphone and apps, choice behaviours in an intertemporal task and users' perceived dependence levels. This allows us to consider an alternative to the traditional psychiatric approach in an environment of increasing access to and use of mobile digital platforms.
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Affiliation(s)
- Oscar Robayo-Pinzon
- School of Marketing and Branding, Institucion Universitaria Politecnico Grancolombiano, Bogota, Colombia
- School of Business Administration, Universidad del Rosario, Bogota, Colombia
| | - Gordon R. Foxall
- Cardiff Business School, Cardiff University, Cardiff CF10 3EU, UK
- School of Management, Reykjavik University, Reykjavik, Iceland
| | | | - Sandra Rojas-Berrio
- Department of Economics, Universidad Nacional de Colombia, Branch of Bogota, Carrera 45 No. 26-85 Edificio 311, Cuarto Piso Oficina 10B Bogota, Colombia
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İnal Ö, Serel Arslan S. Investigating the effect of smartphone addiction on musculoskeletal system problems and cognitive flexibility in university students. Work 2021; 68:107-113. [PMID: 33427713 DOI: 10.3233/wor-203361] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND Smartphone usage has become more common in daily life, and in certain situations, this may lead to addictive behavior. OBJECTIVE This study aims to investigate the relationship between smartphone addiction and musculoskeletal problems and cognitive flexibility in university students. METHODS Smartphone addiction was evaluated with the Smartphone Addiction Scale (SAS), the Nordic Musculoskeletal Questionnaire (NMQ) was used to evaluate musculoskeletal symptoms, and pain was measured with Visual Analog Scale (VAS). Cognitive flexibility was assessed with the Cognitive Flexibility Inventory (CFI). RESULTS A significant correlation was found between SAS total score and musculoskeletal problems in the upper back, lower back, hip and feet (p < 0.05, r = 0.11; r = 0.16; r = 0.11; r = 0.13, r = 0.14). Smartphone addiction showed a significant positive correlation with neck pain, right hand pain and right arm pain (p < 0.05, r = 0.13; r = 0.17; r = 0.14). There was a significant negative correlation between CFI total score and SAS total score (p < 0.05, r = - 0.13). CONCLUSIONS Smartphone addiction is associated with musculoskeletal problems, pain and cognitive flexibility in university students. Encouraging an active lifestyle, physical activity, ergonomic arrangements, individual behavioral modification as well as environmental regulations and policies may eliminate the negative effects of smartphone addiction.
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Affiliation(s)
- Özgü İnal
- Trakya University, Faculty of Health Sciences, Department of Occupational Therapy, Edirne, Turkey
| | - Selen Serel Arslan
- Hacettepe University, Faculty of Physical Therapy and Rehabilitation, Ankara, Turkey
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Busch PA, McCarthy S. Antecedents and consequences of problematic smartphone use: A systematic literature review of an emerging research area. COMPUTERS IN HUMAN BEHAVIOR 2021. [DOI: 10.1016/j.chb.2020.106414] [Citation(s) in RCA: 113] [Impact Index Per Article: 37.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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Graben K, Doering BK, Jeromin F, Barke A. Problematic mobile phone use: Validity and reliability of the Problematic Use of Mobile Phone (PUMP) Scale in a German sample. Addict Behav Rep 2020; 12:100297. [PMID: 33364306 PMCID: PMC7752657 DOI: 10.1016/j.abrep.2020.100297] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 07/30/2020] [Accepted: 08/11/2020] [Indexed: 11/29/2022] Open
Abstract
The German PUMP scale demonstrated very good reliability and validity and a high test-retest reliability. Reasonable stability of the construct “problematic mobile phone use” was shown. Problematic mobile phone use is a relevant issue in Germany.
Background Mobile phones are ubiquitous in everyday life. Scientific studies on the problematic use of mobile phones have given initial indications of negative consequences, such as increased depression and anxiety rates and reduced sleep quality. The Problematic Use of Mobile Phone (PUMP) scale is a well evaluated, 20-item questionnaire, but a German version of the scale is still lacking. Method An online sample (n = 723, age 27.8 ± 11.2 years, 25.2% men) completed a German translation of the PUMP scale (PUMP-D). We conducted standard item analyses and calculated internal consistency and retest reliability. An exploratory (EFA) and a confirmatory factor analysis (CFA) were conducted using a random split of the sample, and correlations with the self-estimated time of mobile phone usage and a global self-rating of patterns of problematic use were computed. Additionally, a second sample (n = 256, age 25.0 ± 8.8 years, 34.0% men) completed the paper version of the PUMP-D scale twice to determine the 14-day retest reliability. Results The item-total correlations ranged from r = 0.35 (p < 0.001) to r = 0.75 (p < .001). The internal consistency was α = 0.90. The self-estimated time of usage correlated with the total value of the PUMP-D scale at r = 0.50 (p < .001). The EFA resulted in a single factor, which explained 36% of the variance. The CFA of the showed a moderate fit. The two-week retest reliability in the second sample was rtt = 0.87 (p < .001). Discussion The German translation of the PUMP-D demonstrated a single factor structure, good psychometric properties and can be used in further research.
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Affiliation(s)
- Katharina Graben
- Philipps-University, Faculty of Psychology, Gutenbergstrasse 18, D-35032 Marburg, Germany
- Corresponding author.
| | - Bettina K. Doering
- Catholic University Eichstaett-Ingolstadt, Faculty of Psychology, Ostenstrasse 25, D-85072 Ingolstadt, Germany
| | - Franziska Jeromin
- Philipps-University, Faculty of Psychology, Gutenbergstrasse 18, D-35032 Marburg, Germany
| | - Antonia Barke
- Catholic University Eichstaett-Ingolstadt, Faculty of Psychology, Ostenstrasse 25, D-85072 Ingolstadt, Germany
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Akanfe O, Valecha R, Rao HR. Assessing country-level privacy risk for digital payment systems. Comput Secur 2020. [DOI: 10.1016/j.cose.2020.102065] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Barnes SJ. Information management research and practice in the post-COVID-19 world. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT 2020; 55:102175. [PMID: 32836635 PMCID: PMC7304950 DOI: 10.1016/j.ijinfomgt.2020.102175] [Citation(s) in RCA: 71] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Accepted: 06/12/2020] [Indexed: 01/13/2023]
Abstract
COVID-19 has radically transformed many aspects of human life and global society both now and for many years to come. A key aspect of the transformation has been increased digitalization and the accelerated implementation of previously predicted trends that have been discussed for many years in the information management literature. Human endeavour has encouraged us to adapt to the "new normal" through immediate necessity in areas such as work, education, healthcare, entertainment and leisure, and online commerce. This new environment has provided unprecedented opportunities for the information management research community to develop research that will have a significant impact on practice in these and other areas. We are essentially at the pinnacle of new developments in the digital space and must seek to develop exemplars that can help to signpost the future direction of digital global society for the benefit of all. Notwithstanding, the problems of digitalization have also been exacerbated and must be further understood and ameliorated in the post-COVID world. This paper examines opportunities and problems in information management brought about by the COVID-19 pandemic. It details implications for research and practice.
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Affiliation(s)
- Stuart J Barnes
- CODA Research Centre, King's Business School, King's College London, Bush House, 30 Aldwych, London WC2B 4BG, United Kingdom
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45
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Méndez I, Jorquera Hernández AB, Ruiz-Esteban C. Profiles of Mobile Phone Problem Use in Bullying and Cyberbullying Among Adolescents. Front Psychol 2020; 11:596961. [PMID: 33178090 PMCID: PMC7593657 DOI: 10.3389/fpsyg.2020.596961] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Accepted: 09/22/2020] [Indexed: 11/19/2022] Open
Abstract
Technology is being used by individuals of all ages; young children show a high tendency of problematic use of devices such as smartphones. This study aimed to identify different profiles that vary in conflicts related to problematic mobile phone use and maladaptive communication and emotional patterns. Therefore, we examined whether there are significant differences in bullying and cyberbullying among teenagers who have a problem utilizing mobile phones. The study participants were 810 students of Compulsory Secondary Education (M = 13.99, SD = 1.32), with 52.2% being girls. Questionnaires on school violence and experiences related to mobile phones were administered. The latent profile analysis identified three different types of problematic mobile phone use: (a) low levels of conflict was associated with mobile phone abuse and low levels of communication and emotional use; (b) moderate levels of conflict was associated with mobile phone abuse and moderate levels of communication and emotional use; and (c) high levels of conflict was associated with mobile phone abuse and high levels of communication and emotional use. The study results highlight significant differences in the manifestations of school violence between the profiles. Finally, this study’s findings form the basis for the development of education programs to prevent mobile phone abuse and school violence and therefore academic adjustment.
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Affiliation(s)
- Inmaculada Méndez
- Department of Evolutionary Developmental and Educational Psychology, Campus Regional Excellence Mare Nostrum, University of Murcia, Murcia, Spain
| | - Ana Belén Jorquera Hernández
- Department of Evolutionary Developmental and Educational Psychology, Campus Regional Excellence Mare Nostrum, University of Murcia, Murcia, Spain
| | - Cecilia Ruiz-Esteban
- Department of Evolutionary Developmental and Educational Psychology, Campus Regional Excellence Mare Nostrum, University of Murcia, Murcia, Spain
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Park J, Jeong JE, Park SY, Rho MJ. Development of the Smartphone Addiction Risk Rating Score for a Smartphone Addiction Management Application. Front Public Health 2020; 8:485. [PMID: 33042938 PMCID: PMC7517726 DOI: 10.3389/fpubh.2020.00485] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 07/29/2020] [Indexed: 01/15/2023] Open
Abstract
Smartphone usage characteristics are useful for identification of the risk factors for smartphone addiction. Risk rating scores can be developed based on smartphone usage characteristics. This study aimed to investigate the smartphone addiction risk rating (SARR) score using smartphone usage characteristics. We evaluated 593 smartphone users using online surveys conducted between January 2 and January 31, 2019. We identified 102 smartphone users who were addicted to smartphones and 491 normal users based on the Korean Smartphone Addiction Proneness Scale for Adults. A multivariate logistic regression analysis was used to identify significant risk factors for smartphone addiction. The SARR score was calculated using a nomogram based on the significant risk factors. Weekend average usage time, habitual smartphone behavior, addictive smartphone behavior, social usage, and process usage were the significant risk factors associated with smartphone addiction. Furthermore, we developed the SARR score based on these factors. The SARR score ranged between 0 and 221 points, with the cut-off being 116.5 points. We developed a smartphone addiction management application using the SARR score. The SARR score provided insights for the development of monitoring, prevention, and prompt intervention services for smartphone addiction.
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Affiliation(s)
- Jihwan Park
- Department of Biomedicine and Health Sciences, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Jo-Eun Jeong
- Department of Psychiatry, College of Medicine, Daejeon St. Mary's Hospital, The Catholic University of Korea, Daejeon, South Korea
| | - Seo yeon Park
- Computer Science and Engineering, Chung-Ang University, Seoul, South Korea
| | - Mi Jung Rho
- Catholic Cancer Research Institute, The Catholic University of Korea, Seoul, South Korea
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Long Z, Alharthi R, Saddik AE. NeedFull - a Tweet Analysis Platform to Study Human Needs During the COVID-19 Pandemic in New York State. IEEE ACCESS : PRACTICAL INNOVATIONS, OPEN SOLUTIONS 2020; 8:136046-136055. [PMID: 34812341 PMCID: PMC8545340 DOI: 10.1109/access.2020.3011123] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 07/09/2020] [Indexed: 05/28/2023]
Abstract
Governments and municipalities need to understand their citizens' psychological needs in critical times and dangerous situations. COVID-19 brings lots of challenges to deal with. We propose NeedFull, an interactive and scalable tweet analysis platform, to help governments and municipalities to understand residents' real psychological needs during those periods. The platform mainly consists of four parts: data collection module, data storage module, data analysis module and data visualization module. The four parts interact with each other and provide users with a thorough human needs analysis based on their queries. We employed the proposed platform to investigate the reaction of people in New York State to the ongoing worldwide COVID-19 pandemic.
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Affiliation(s)
- Zijian Long
- Multimedia Communications Research LaboratoryUniversity of OttawaOttawaONK1N 6N5Canada
| | - Rajwa Alharthi
- Multimedia Communications Research LaboratoryUniversity of OttawaOttawaONK1N 6N5Canada
- Department of Computer ScienceTaif UniversityTaif26571Saudi Arabia
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48
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Social Network Addiction and Its Impact on Anxiety Level among University Students. SUSTAINABILITY 2020. [DOI: 10.3390/su12135397] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Despite the obvious favorable effects of social networking sites, there is a risk of developing behavioral addictions. This study aims to analyze addiction to social networks and its relationship with anxiety. A sample (n = 361) of university students (undergraduate, master’s and doctoral) comprising 87.5% women and 12.5% men with a mean age of 32.58 (SD = 12.03) and 32.36 (SD = 10.21), respectively, was included. Addiction to social networks was measured using the Social Network Addiction (SNA) questionnaire and anxiety was measured using Spanish adaptation of the Beck Anxiety Inventory (BAI Test). The regression results show how concurrent moderating variables such as age (adulthood) predispose individuals to addiction in some way (Model 5, explained 13.5%, R2= 0.135, p = 0.040). Similarly, we found that the aspect of addiction that generates anxiety is an obsession with social networks. Anxiety arises as excessive use decreases, similar to abstinence syndrome. It is concluded that the harmlessness of social networks and their inappropriate use can lead to behavioral addiction.
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Peris M, de la Barrera U, Schoeps K, Montoya-Castilla I. Psychological Risk Factors that Predict Social Networking and Internet Addiction in Adolescents. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E4598. [PMID: 32604834 PMCID: PMC7344613 DOI: 10.3390/ijerph17124598] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 06/20/2020] [Accepted: 06/24/2020] [Indexed: 11/16/2022]
Abstract
Adolescents' addictive use of social media and the internet is an increasing concern among parents, teachers, researchers and society. The purpose was to examine the contribution of body self-esteem, personality traits, and demographic factors in the prediction of adolescents' addictive use of social media and the internet. The participants were 447 Spanish adolescents aged 13-16 years (M = 14.90, SD = 0.81, 56.2% women). We measured gender, age, body self-esteem (body satisfaction and physical attractiveness), personality traits (extraversion, neuroticism, disinhibition and narcissism) and social networking and internet addiction (internet addiction symptoms, social media use, geek behaviour, and nomophobia). The effects of gender, age, body self-esteem and personality on the different dimensions of internet addiction were estimated, conducting hierarchical linear multiple regression analysis and a fuzzy-set qualitative comparative analysis (fsQCA). The results evidenced different pathways explaining four types of adolescents' internet addiction: gender and disinhibition were the most relevant predictors of addiction symptoms; gender combined with physical attractiveness best explained social media use; narcissism and neuroticism appear to be the most relevant predictors of geek behaviour; and narcissism was the variable that best explained nomophobia. Furthermore, the advantages and differences between both methodologies (regressions vs. QCA) were discussed.
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Affiliation(s)
- Montserrat Peris
- Department of Personality, Evaluation and Psychological Treatments, University of the Basque Country, 20018 San Sebastian, Spain;
| | - Usue de la Barrera
- Department of Personality, Assessment and Psychological Treatment, Faculty of Psychology, University of Valencia, 46010 Valencia, Spain;
| | - Konstanze Schoeps
- Department of Psychology, Faculty of Health Sciences, European University of Valencia, 46010 Valencia, Spain;
| | - Inmaculada Montoya-Castilla
- Department of Personality, Assessment and Psychological Treatment, Faculty of Psychology, University of Valencia, 46010 Valencia, Spain;
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Moreno-Guerrero AJ, Aznar-Díaz I, Cáceres-Reche P, Rodríguez-García AM. Do Age, Gender and Poor Diet Influence the Higher Prevalence of Nomophobia among Young People? INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E3697. [PMID: 32456304 PMCID: PMC7277929 DOI: 10.3390/ijerph17103697] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 05/21/2020] [Accepted: 05/22/2020] [Indexed: 11/30/2022]
Abstract
The use of Information and Communication Technologies (ICT) is generating the emergence of new pathologies such as nomophobia. The aim of this research was to analyze the prevalence of nomophobia among young people, as well as to check whether the level of nomophobia is higher in males or females and in those students who claim to have less healthy nutrition due to the use of their mobile phones. The research method was based on a correlational and predictive design with a quantitative methodology. The measurement tool used is the Nomophobia Questionnaire (NMP-Q). The participating sample was 1743 students between 12 and 20 years old from different educational stages of the Autonomous City of Ceuta (Spain). The results show that highest rates of nomophobia were found in relation to the inability to communicate and contact others immediately. About gender, women have higher rates of nomophobia than men. In relation to age, no significant differences were found; thus, the problem may affect all ages equally. Finally, students who think that their smartphone use is detrimental to their good nutrition show higher levels on the scale provided.
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Affiliation(s)
| | | | | | - Antonio-Manuel Rodríguez-García
- Department of Didactics and School Organization, University of Granada, 18071 Granada, Spain; (A.-J.M.-G.); (I.A.-D.); (P.C.-R.)
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