1
|
Guo Z, Cui Y, Qiu R, Bu L, Yang T, Li Y, Zhu X. The association of impulsivity with depression and anxiety symptoms: A transdiagnostic network analysis and replication. J Affect Disord 2024; 359:100-108. [PMID: 38772504 DOI: 10.1016/j.jad.2024.05.076] [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: 01/08/2024] [Revised: 05/11/2024] [Accepted: 05/17/2024] [Indexed: 05/23/2024]
Abstract
BACKGROUND Impulsivity increases the risk for depression and anxiety. However, the granular pathways among them remain unknown. A network approach that moves from disorder-level analysis to symptom-level analysis can provide further understanding of psychopathological mechanisms. In this study, we examined the network structure of impulsivity and separate and comorbid symptoms of depression and anxiety. METHODS Regularized partial-correlation networks were estimated using cross-sectional data from 1047 Chinese participants aged 18-26 years (main dataset, mean age = 21.45 ± 2.01 years) and 325 Chinese participants aged 18-36 years (an independent replication dataset, mean age = 21.49 ± 3.73 years), including impulsivity-depression, impulsivity-anxiety, and impulsivity-depression-anxiety networks. The datasets were collected from 1 June 2023 to 4 August 2023 and from 27 April 2022 to 16 May 2022, respectively. Impulsivity, depression, and anxiety were assessed using Barratt Impulsiveness Scale Version 11, Patient Health Questionnaire-9, and Generalized Anxiety Disorder-7, respectively. Bridge centrality was analyzed, and a network comparison test (NCT) was conducted to investigate the differences between the main dataset and replication dataset. RESULTS The motor impulsivity dimension was revealed to be closely connected with individual symptoms of depression and anxiety regardless of whether they were in separate disorder forms or comorbid forms. In all the networks, motor impulsivity was the most important bridge node. The NCT showed comparable network connectivity and network structure between the main and replication datasets. LIMITATIONS The use of cross-sectional data limited the inferences about the direction of causality between variables. CONCLUSIONS These findings elucidate the psychopathological mechanisms underlying how impulsivity functions within depression, anxiety, and comorbidity and support that motor impulsivity is an important risk factor across different mental disorders and is responsible for comorbidity. The implications of these findings are discussed.
Collapse
Affiliation(s)
- Zhihua Guo
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Yi Cui
- Department of Nursing, Air Force Medical University, Xi'an, China
| | - Rui Qiu
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Lingbo Bu
- Teaching Evaluation Center, Air Force Medical University, Xi'an, China
| | - Tianqi Yang
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Yijun Li
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Xia Zhu
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China.
| |
Collapse
|
2
|
Guo Z, Liu K, Liang C, Li D, Lou J, Deng Y, Huang M. Validation of the Chinese version of the Smartphone Distraction Scale. Heliyon 2024; 10:e31807. [PMID: 38882330 PMCID: PMC11177068 DOI: 10.1016/j.heliyon.2024.e31807] [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: 12/25/2023] [Revised: 05/20/2024] [Accepted: 05/22/2024] [Indexed: 06/18/2024] Open
Abstract
The Smartphone Distraction Scale (SDS) is a novel assessment scale for smartphone distraction; it comprises 16 items that cover attention impulsiveness, online vigilance, multitasking, and emotion regulation. This study aimed to investigate the validity and reliability of the SDS in college students in China. After translating and culturally adapting the original version of the SDS into Chinese, the scale was tested on a sample of 1302 college students.The validity and reliability were assessed utilizing SPSS 25.0, AMOS 25.0 and Mplus 8.3. Parallel analysis, Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA) were performed for the validity analysis. Criterion-related validity for the SDS was tested by correlation analysis with the mobile phone addiction scale (MPAI). The reliability analysis was tested by Cronbach's alpha coefficients and intraclass correlation coefficients (ICC). EFA and parallel analysis revealed a three-factor structure. The EFA identified factor loadings on three factors (14 items), explaining a total variance of 60.73 %. The CFA model fit was good (χ2/df = 4.644, RMSEA = 0.047, GFI = 0.930, CFI = 0.955, SRMR = 0.047), and the multigroup confirmatory factor analysis indicated measurement invariance for gender. Both convergent and discriminant validity were established. The criterion-related validity was established based on a significant correlation (r = 0.758) with the MPAI. The Cronbach's alpha coefficient was 0.916, and the split-half reliability was 0.769, demonstrating a satisfactory internal consistency. The score of ICC was 0.907, demonstrating the stability of the SDS. Based on these data, the Chinese version of the SDS demonstrated satisfactory validity and reliability in a sample of college students.
Collapse
Affiliation(s)
- Zhanpeng Guo
- Department of Orthopaedics, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, China
| | - Kun Liu
- School of Medical College, Jinzhou Medical University, Jinzhou, China
| | - Chunguang Liang
- School of Nursing, Jinzhou Medical University, Jinzhou, China
| | - Dan Li
- School of Nursing, Jinzhou Medical University, Jinzhou, China
| | - Jinxiang Lou
- School of Medical College, Jinzhou Medical University, Jinzhou, China
| | - Yu Deng
- Department of Orthopaedics, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, China
| | - Mina Huang
- School of Nursing, Jinzhou Medical University, Jinzhou, China
| |
Collapse
|
3
|
Ji S, Xu S, Zhou Z, Zhu Y, Liu T. The relationship between nomophobia and latent classes of personality. Psych J 2024. [PMID: 38692576 DOI: 10.1002/pchj.758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 03/18/2024] [Indexed: 05/03/2024]
Abstract
The phenomenon of nomophobia, defined as the anxiety experienced when a person is without their mobile phone or is unable to use it, has been identified as having serious negative effects on individuals, particularly students. Previous research has explored the relationship between personality traits and nomophobia, but the findings have been inconclusive. The main objective of this study was to classify personality types through latent class analysis and explore the relationship between these personality types and nomophobia. The Chinese version of the Nomophobia Scale and the Chinese brief version of the Big Five Personality Inventory were used in this study to survey 1906 Chinese college students. The results indicated that (1) a four-class model provided the best fit and categorized the personality traits as the overcontrolled class, resilient class, moderate class, and vulnerable class; (2) significant differences were observed between the four personality types and nomophobia, with overcontrolled and resilient personality types consistently scoring significantly lower than moderate and vulnerable personality types. Our finding highlights the key feature of the study.
Collapse
Affiliation(s)
- Shunxin Ji
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
| | - Suwei Xu
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
| | - Zhao Zhou
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
| | - Ye Zhu
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
- Key Research Base of Humanities and Social Sciences of the Ministry of Education, Academy of Psychology and Behavior, Tianjin Normal University, Tianjin, China
- Tianjin Social Science Laboratory of Students' Mental Development and Learning, Tianjin, China
| | - Tour Liu
- Faculty of Psychology, Tianjin Normal University, Tianjin, China
- Key Research Base of Humanities and Social Sciences of the Ministry of Education, Academy of Psychology and Behavior, Tianjin Normal University, Tianjin, China
- Tianjin Social Science Laboratory of Students' Mental Development and Learning, Tianjin, China
| |
Collapse
|
4
|
Zhang L, Wang W, Wang X, Yuan X, Luo Y, Wu M, Ma L. The relationship between mobile phone addiction and non-suicidal self-injury: Findings from six universities in Shaanxi province, China. J Affect Disord 2024; 349:472-478. [PMID: 38199399 DOI: 10.1016/j.jad.2024.01.052] [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: 05/23/2023] [Revised: 12/13/2023] [Accepted: 01/04/2024] [Indexed: 01/12/2024]
Abstract
BACKGROUND Although the development and application of mobile phones have changed various aspects of people's lives, excessive use of mobile phones has also raised physical and mental health concerns. However, the relationship between mobile phone addiction (MPA) and non-suicidal self-injury (NSSI) is unclear. METHODS A cross-sectional study was conducted (2022) among students from six universities to assess the relationship between MPA and NSSI. A Mobile Phone Addiction Tendency Scale (MPATS) was used to assess MPA, while NSSI was assessed via The Ottawa Self-Injury Inventory. Binary logistic regression models were used to assess the relationship between MPA and NSSI. RESULTS A total of 18,723 college students (6531 males [34.9 %] and 12,192 females [65.1 %]) were included in the final analyses. The prevalence of NSSI during the past 12 months was 6.5 %. Furthermore, 5553 participants (29.7 %) met the MPA criteria (MPATS score ≥ 48), and the average MPATS score was 39.5 ± 13.0. MPA was associated with increased odds of NSSI after adjusting for socio-demographic characteristics, health-related characteristics, and relevant psychosocial variables (OR, 1.29; 95 % CI, 1.13-1.46). Moreover, gender did not affect the association of MPA and MPATS score with NSSI (P for interaction>0.05). The restricted cubic splines regression showed that a monotonically increasing risk of NSSI was associated with increasing MPATS score (P for non-linearity = 0.474). CONCLUSIONS MPA is associated with increased odds of NSSI among college students, indicating that early examination, prevention, and intervention for MPA may prevent and control NSSI.
Collapse
Affiliation(s)
- Lei Zhang
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an 710061, China; Shaanxi Medical Association, Xi'an 710003, China; Shaanxi Provincial Health Industry Association Service Center, Xian 710003, China
| | - Wenhua Wang
- Shaanxi Provincial Health Industry Association Service Center, Xian 710003, China
| | - Xue Wang
- Shaanxi Medical Association, Xi'an 710003, China
| | - Xiaoxiao Yuan
- Shaanxi Provincial Health Industry Association Service Center, Xian 710003, China
| | - Yi Luo
- Shaanxi Provincial Health Industry Association Service Center, Xian 710003, China
| | - Mingyang Wu
- Department of Maternal and Child Health, Xiangya School of Public Health, Central South University, Changsha 410078, China.
| | - Le Ma
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an 710061, China.
| |
Collapse
|
5
|
McElroy T, Young W. Is having your cell phone the key to happiness, or does it really matter? Evidence from a randomized double-blind study. BMC Psychol 2024; 12:97. [PMID: 38409094 PMCID: PMC10898095 DOI: 10.1186/s40359-024-01595-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Accepted: 02/14/2024] [Indexed: 02/28/2024] Open
Abstract
BACKGROUND Affect can influence people's perceptions, decisions, and the way they make sense of an experience. Some studies show that having one's cell phone removed will lead to negative emotional reactions, while others have found no significant impact on how we feel. In this paper we investigate the impact of cell phone possession and removal on participant's affective state. METHODS We use a randomized double-blind procedure to examine whether cell phone removal enhances negativity, promotes positivity, or is emotionally inconsequential. We measure affect using a PANAS self-report scale as well as a less transparent temporal-estimation procedure. RESULTS Our findings suggest that cell phone possession or removal has no influence on a person's affective state. CONCLUSIONS Measured through both the PANAS self-report scale and temporal estimation task, affect remained consistent regardless of cell phone possession. These results suggest that cell phones may not carry the emotional weight often attributed to them. This finding challenges a common theme revolving around the negative emotional impact of cell phones and technology. Consequently, these findings may have important implications for the generally perceived notion that cell phones are having a negative effect on people's emotions.
Collapse
Affiliation(s)
- Todd McElroy
- Psychology Department, Florida Gulf Coast University, The Water School, Ft. Myers, FL, USA.
| | | |
Collapse
|
6
|
Hasani J, Emadi Chashmi SJ, Zakiniaeiz Y, Potenza MN. Psychometric properties of the Persian version of the cognitive emotion regulation questionnaire-short (CERQ-P-short): Reliability, validity, factor structure, treatment sensitivity, and measurement invariance. J Psychiatr Res 2024; 170:1-10. [PMID: 38096672 PMCID: PMC11131131 DOI: 10.1016/j.jpsychires.2023.11.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 10/26/2023] [Accepted: 11/15/2023] [Indexed: 02/02/2024]
Abstract
AIMS This study aimed to examine the psychometric properties of a widely-used measure of emotion regulation, the short version of the Cognitive Emotion Regulation Questionnaire (CERQ-short), in the Persian language (CERQ-P-short) among Iranian populations. METHODS The CERQ-P-short was administered to 1825 participants (female = 974) including 436 adolescents, 834 adults from the general population, 45 patients each with generalized anxiety and obsessive-compulsive disorders, an additional 30 patients each with generalized anxiety and obsessive-compulsive disorders receiving treatment, 45 patients with substance use disorders (SUDs) and an additional 360 adult psychiatric patients. We tested reliability, factor structure, measurement invariance, convergent and discriminant validity, and treatment sensitivity (i.e., intervention response) by age, sex, and diagnostic group. The Depression Anxiety Stress Scale-21 was also administered. RESULTS Cronbach's alpha coefficient and test-retest coefficients suggested good reliability. Fit indices suggested that the 9-factor CERQ-P-Short model was good across groups. The CERQ-P-Short showed good measurement invariance in all four models (configural, metric, scalar, and strict) in all groups. Both adaptive and maladaptive cognitive emotion-regulation strategies demonstrated convergent and discriminant validity. Finally, treatment sensitivity of the CERQ-P-Short scale before and after the completion of treatment sessions was suggested for patients with generalized anxiety and obsessive-compulsive disorders. CONCLUSIONS While the present study has some limitations, it represents a significant contribution because it supports CERQ-P-Short scales usefulness, validity, and reliability in the general population and among psychiatric patients. The results of the current study can be beneficial to the both clinicians and researchers.
Collapse
Affiliation(s)
- Jafar Hasani
- Department of Clinical Psychology, Kharazmi University, Tehran, Iran.
| | | | - Yasmin Zakiniaeiz
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Marc N Potenza
- Departments of Psychiatry and Neuroscience, The Child Study Center and the Wu Tsai Institute, Yale University and Yale University School of Medicine, New Haven, CT, USA; Connecticut Mental Health Center, New Haven, CT, USA; Connecticut Council on Problem Gambling, Wethersfield, CT, USA
| |
Collapse
|
7
|
Nawaz S, Bhowmik J, Linden T, Mitchell M. Validation of a modified problematic use of mobile phones scale to examine problematic smartphone use and dependence. Heliyon 2024; 10:e24832. [PMID: 38312683 PMCID: PMC10835260 DOI: 10.1016/j.heliyon.2024.e24832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 01/11/2024] [Accepted: 01/15/2024] [Indexed: 02/06/2024] Open
Abstract
Over the past decade, the world population has experienced rapid and widespread adoption of smartphones due to their usefulness and convenience. However, researchers have identified a range of adverse behaviours associated with the adoption of smartphones and their higher use. These behaviours are collectively described as Problematic Smartphone Use and Dependence (PSUD). Despite growing research, the underlying processes and drivers leading to these behaviours are inadequately understood. This can partly be attributed to the absence of developed statistical tools and measures that allow researchers to build a comprehensive conceptual understanding of PSUD. To address this issue, this study proposes and evaluates a validated extension to the Problematic Use of Mobile Phones (PUMP) scale. The extension of this tool incorporates factors associated with substance dependence outlined in the Diagnostic and Statistical Manual of Mental Disorders (DSM-5), including additional items to measure PSUD accurately, referred to as the modified problematic use of mobile phones (MPUMP) scale. The newly developed tool was used in a cross-sectional online survey during September and October 2022, drawing on 1018 adult Australian participants. Principal Component Analysis (PCA) and Exploratory Factor Analysis (EFA) were conducted to derive the underlying factors. The EFA revealed two distinct factors: Distraction and Dysregulation. Both factors exhibited high internal consistency, with Cronbach's Alpha coefficients of 0.92 and 0.86, respectively. A one-way analysis of variance (ANOVA) revealed significant variations inthe identified factors' mean scores across different socio-demographic characteristics. The study provides evidence that the MPUMP scale is a validated and reliable measure for accurately assessing PSUD. The study findings offer novel insights into the psychosocial and physical aspects of PSUD, providing a foundation for exploring the causes and potential interventions for PSUD.
Collapse
Affiliation(s)
- Saqib Nawaz
- Department of Computing Technologies, School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Australia
| | - Jahar Bhowmik
- Department of Health Science and Biostatistics, School of Health Sciences, Swinburne University of Technology, Australia
| | - Tanya Linden
- School of Computing and IS, Faculty of Engineering and IT, The University of Melbourne, Australia
| | - Matthew Mitchell
- Department of Computing Technologies, School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Australia
| |
Collapse
|
8
|
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: 0] [Impact Index Per Article: 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.
Collapse
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
| | | |
Collapse
|
9
|
Tan WK, Chung MH. Problematic online anime (animation) use: It's relationship with viewers' satisfaction with life, emotions, and emotion regulation. Acta Psychol (Amst) 2023; 240:104049. [PMID: 37793224 DOI: 10.1016/j.actpsy.2023.104049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 09/14/2023] [Accepted: 09/30/2023] [Indexed: 10/06/2023] Open
Abstract
Although there are numerous studies on problematic technology use, such as problematic video game use and problematic smartphone use, little is known about problematic online anime use. However, problematic online anime use warrants further examination because of anime's popularity and commercial importance. Furthermore, how emotion strategies and emotions (such as pleasure and arousal) invoked upon watching the online anime are associated with problematic online anime use is not examined in previous studies. To bridge these literature gaps and to contribute to the fields of emotion regulation and media psychology, this study adopts the emotion regulation theory and considers the relationships among viewers' satisfaction with life, feelings of pleasure and arousal arising from watching a particular online anime, cognitive emotion regulation strategies activated because of anime viewing, and potential to exhibit problematic behavior related to online anime use, which is operationalized as viewers' inability to control or reduce watching online anime. Data was collected from viewers who have watched the popular romantic comedy anime Kaguya-sama: Love Is War online via a major online discussion board in Taiwan through the purposive sampling method. Data analysis on the 190 online questionnaire returns (mostly from males and students) through the partial least squares analysis reveals that the emotion regulation theory can be used to examine viewers' perceptions of anime. In the online anime context, the emotion regulation strategy most likely to be invoked is positive refocusing (mean value of 3.68, measured through a 5-point Likert scale) which is in line with how people typically watch anime for immersion and escapism. Satisfaction with life demonstrates its robustness and flexibility in invoking the positive refocusing (path coefficient = 0.17) and refocus on planning (path coefficient = 0.13) strategies. It also lowers the adoption of the maladaptive strategy of catastrophizing (path coefficient = -0.18). While catastrophizing strategy (path coefficient = 0.31) and arousal (path coefficient = 0.24) add to problematic online anime use, pleasure (path coefficient = -0.27) lowers problematic online anime use. Thus, when viewers keep magnifying the severity of a bad situation they are in while watching online anime, instead of making them better, could lead them to the undesirable outcome of problematic online anime use. Although this study has provided several interesting insights, this study has only considered Kaguya-sama: Love Is War and used survey respondents' perception of their extent of problematic online anime use. To increase generalization, future studies could consider other types of anime and alternative means to measure problematic use, such as frequency of online anime viewing.
Collapse
Affiliation(s)
- Wee-Kheng Tan
- National Sun Yat-sen University, No. 70, Lienhai Road, Kaohsiung 804, Taiwan.
| | - Ming-Hsien Chung
- National Sun Yat-sen University, No. 70, Lienhai Road, Kaohsiung 804, Taiwan.
| |
Collapse
|
10
|
Arrivillaga C, Hallauer CJ, Montag C, Elhai JD. Emotion dysregulation factors associated with problematic smartphone use severity: The mediating role of fear of missing out. Addict Behav 2023; 143:107708. [PMID: 37001259 DOI: 10.1016/j.addbeh.2023.107708] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 03/16/2023] [Accepted: 03/24/2023] [Indexed: 03/30/2023]
Abstract
Based on current theoretical frameworks, there has been increasing research examining psychopathology leading to problematic smartphone use (PSU). However, less is known about the affective and cognitive processes linked to PSU. The present study aimed at analyzing the fear of missing out (FoMO) as a mediator in the association between emotion dysregulation and PSU severity. Participants were 343 U.S. undergraduate students (64.7 % female, Mage = 19.3, SD = 2.51) who completed online measures of emotion dysregulation, FoMO and PSU. A fully latent structural equation model was analyzed. Results indicate greater impulse control dysregulation was associated with heightened PSU via increased FoMO. Our findings present evidence suggesting emotion dysregulation and FoMO as affective and cognitive mechanisms associated with PSU, with FoMO serving a mediating role between impulse control and PSU severity. Clinical implications are discussed.
Collapse
|
11
|
Heterogeneity of smartphone impact on everyday life and its relationship with personality and psychopathology: A latent profile analysis. Compr Psychiatry 2023; 120:152356. [PMID: 36403560 DOI: 10.1016/j.comppsych.2022.152356] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 11/08/2022] [Accepted: 11/09/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The relationships between problematic smartphone use and psychological factors have been extensively investigated. However, previous studies generally used variable-centered approaches, which hinder an examination of the heterogeneity of smartphone impact on everyday life. OBJECTIVE In the present study, we capitalized on latent profile analysis to identify various classes of smartphone owners based on the impact associated with smartphone use (e.g., unregulated usage, preference for smartphone-mediated social relationships) and to compare these classes in terms of established psychological risk factors for problematic smartphone use. METHOD We surveyed 934 young adults with validated psychometric questionnaires to assess the impact of smartphones, psychopathological symptoms, self-esteem and impulsivity traits. RESULTS Smartphone users fall into four latent profiles: users with low smartphone impact, users with average smartphone impact, problematic smartphone users, and users favoring online interactions. Individuals distributed in the problematic smartphone user profile were characterized by heightened psychopathological symptoms (stress, anxiety, depression, obsessive-compulsive tendencies) and impulsivity traits. Moreover, users who preferred online interactions exhibited the highest symptoms of social anxiety and the lowest levels of self-esteem. CONCLUSIONS These findings further demonstrate the multidimensionality and heterogeneity of the impact of smartphone use, calling for tailored prevention and intervention strategies.
Collapse
|
12
|
Shahidin SH, Midin M, Sidi H, Choy CL, Nik Jaafar NR, Mohd Salleh Sahimi H, Che Roos NA. The Relationship between Emotion Regulation (ER) and Problematic Smartphone Use (PSU): A Systematic Review and Meta-Analyses. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:15848. [PMID: 36497921 PMCID: PMC9740505 DOI: 10.3390/ijerph192315848] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 11/18/2022] [Accepted: 11/22/2022] [Indexed: 06/17/2023]
Abstract
Emotion Dysregulation (ED) and Problematic Smartphone Use (PSU) are two rising global issues requiring further understanding on how they are linked. This paper aims to summarize the evidence pertaining to this relationship. Five databases were systematically searched for published literature from inception until 29 March 2021 using appropriate search strategies. Each study was screened for eligibility based on the set criteria, assessed for its quality and its level of evidence was determined. The Comprehensive Meta-Analysis software program (CMA) was employed to run further analyses of the data. Twenty-one studies were included in the systematic review. Nine studies with extractable data for meta-analysis had high across-studies heterogeneity, hence subgroup analyses were performed that confirmed a significant moderate positive correlation between ED and PSU (pooled correlation coefficient, r = 0.416 (four studies, n = 1462) and r = 0.42 (three studies, n = 899), respectively) and a weak positive correlation between "expressive suppression" and PSU (pooled correlation coefficient, r = 0.14 (two studies, n = 608)). Meta-regression analysis showed a stronger correlation between ED and PSU (R2 = 1.0, p = 0.0006) in the younger age group. Further studies to establish and explore the mechanisms that contribute towards the positive link between ED and PSU are required to guide in the planning of targeted interventions in addressing both issues.
Collapse
Affiliation(s)
- Siti Hajar Shahidin
- Department of Psychiatry, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Centre, Kuala Lumpur 56000, Malaysia
- Hospital Bahagia Ulu Kinta, Tanjung Rambutan 31250, Malaysia
| | - Marhani Midin
- Department of Psychiatry, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Centre, Kuala Lumpur 56000, Malaysia
| | - Hatta Sidi
- Department of Psychiatry, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Centre, Kuala Lumpur 56000, Malaysia
| | - Chia Lip Choy
- Department of Psychiatry and Mental Health, Hospital Keningau, Peti Surat 11 Jalan Apin-Apin, Keningau 89007, Malaysia
| | - Nik Ruzyanei Nik Jaafar
- Department of Psychiatry, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Centre, Kuala Lumpur 56000, Malaysia
| | - Hajar Mohd Salleh Sahimi
- Department of Psychiatry, Faculty of Medicine, Universiti Kebangsaan Malaysia Medical Centre, Kuala Lumpur 56000, Malaysia
| | - Nur Aishah Che Roos
- Faculty of Medicine and Defence Health, National Defence University of Malaysia, Kuala Lumpur 57000, Malaysia
| |
Collapse
|
13
|
Xie Y, Lei Q, Xie R, Yang Y. The role of family functioning: How the Big Five affect metacognitions about smartphone use. Front Psychol 2022; 13:991315. [PMID: 36275300 PMCID: PMC9583014 DOI: 10.3389/fpsyg.2022.991315] [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: 07/11/2022] [Accepted: 09/20/2022] [Indexed: 11/24/2022] Open
Abstract
The present study aimed to explore the relationship between the Big Five and metacognitions about smartphone use and the mediating role of family functioning. A cohort of 470 Chinese college students was selected as subjects based on the second edition of the Big Five Inventory-2, the Chinese version of the Metacognitions about Smartphone Use Questionnaire, and the general functioning subscale of Family Assessment Device. The results showed that only neuroticism was significantly and positively correlated with positive metacognition, while the correlation between other personality traits and positive metacognition was not statistically significant. Except for openness, the correlation between other personality traits and negative metacognition was statistically significant. In addition, conscientiousness, extraversion, and neuroticism were found to directly affect negative metacognitions about smartphone use and indirectly affect the negative metacognitions about smartphone use through family functioning. Findings provide insights into the design of interventions aimed at improving metacognitions about smartphone use and preventing smartphone addiction among college students.
Collapse
Affiliation(s)
- Yuntian Xie
- Department of Applied Psychology, Changsha Normal University, Changsha, China
| | | | | | | |
Collapse
|
14
|
Casale S, Fioravanti G, Bocci Benucci S, Falone A, Ricca V, Rotella F. A meta-analysis on the association between self-esteem and problematic smartphone use. COMPUTERS IN HUMAN BEHAVIOR 2022. [DOI: 10.1016/j.chb.2022.107302] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
|
15
|
de la Fuente J, Martínez-Vicente JM, Pachón-Basallo M, Peralta-Sánchez FJ, Vera-Martínez MM, Andrés-Romero MP. Differential Predictive Effect of Self-Regulation Behavior and the Combination of Self- vs. External Regulation Behavior on Executive Dysfunctions and Emotion Regulation Difficulties, in University Students. Front Psychol 2022; 13:876292. [PMID: 35814083 PMCID: PMC9258503 DOI: 10.3389/fpsyg.2022.876292] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 05/19/2022] [Indexed: 01/03/2023] Open
Abstract
The aim of this research was to establish linear relations (association and prediction) and inferential relations between three constructs at different levels of psychological research – executive dysfunction (microanalysis), self-regulation (molecular level), and self- vs. external regulation (molar level), in the prediction of emotion regulation difficulties. We hypothesized that personal and contextual regulatory factors would be negatively related to levels of executive dysfunction and emotion regulation difficulties; by way of complement, non-regulatory and dysregulatory personal, and contextual factors would be positively related to these same difficulties. To establish relationships, we used a retrospective, ex post facto design, where 298 university students voluntarily participated by completing standardized self-reports. Linear and structural correlational, predictive analyses were performed, as well as inferential analyses. Results were consistent and validated the proposed hypotheses, for both association and prediction. The most important result refers to the discriminant value of the five-level combination heuristic for predicting Executive Function and External (contextual) Dys-Regulation. In conclusion: (1) both personal and contextual regulation factors must be analyzed in order to better understand the variation in executive functions and emotion regulation difficulties; (2) it is important to continue connecting the different levels of the constructs referring to self-regulation, given their complementary role in the behavioral analysis of regulation difficulties.
Collapse
Affiliation(s)
- Jesús de la Fuente
- Department of Theory and Methods of Educational and Psychological Research, School of Education and Psychology, University of Navarra, Pamplona, Spain
- Department of Psychology, School of Psychology, University of Almería, Almería, Spain
- *Correspondence: Jesús de la Fuente,
| | - José Manuel Martínez-Vicente
- Department of Theory and Methods of Educational and Psychological Research, School of Education and Psychology, University of Navarra, Pamplona, Spain
| | - Mónica Pachón-Basallo
- Department of Psychology, School of Psychology, University of Almería, Almería, Spain
| | - Francisco Javier Peralta-Sánchez
- Department of Theory and Methods of Educational and Psychological Research, School of Education and Psychology, University of Navarra, Pamplona, Spain
| | | | | |
Collapse
|
16
|
Problematic Smartphone Use Leads to Behavioral and Cognitive Self-Control Deficits. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19127445. [PMID: 35742695 PMCID: PMC9223448 DOI: 10.3390/ijerph19127445] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 06/09/2022] [Accepted: 06/15/2022] [Indexed: 02/04/2023]
Abstract
Excessive use of smartphones has been associated with a number of negative consequences for individuals. Some of these consequences relate to many symptoms of behavioral addiction. The present study aims to investigate whether participants with high levels of smartphone usage may have difficulty with their ability to wield the self-control that is needed to restrict smartphone usage compared to participants with lower levels of smartphone addiction. Specifically, we expect that people with high levels of smartphone usage may have problems in refraining from using a smartphone. In addition, we expect people with a high level of smartphone use may show deficiencies in cognitive tasks such as memory, executive control, and visual and auditory attention. An ABA design was applied to analyze the effects of smartphone withdrawal. The first A refers to baseline measurements: Visual RT, Auditory RT, Go/No-Go RT and N-Back RT and Eriksen flanker RT. The B refers to 3 days of smartphone withdrawal, whereas the second A refers to the same measurements used in the baseline. In addition, several standardized scales were administered, among them: Smartphone addiction scale-short version (SAS-SV), Fear of missing out scale (FoMOs), Procrastination scale, and Psychological General Well-Being Index. One hundred and eleven participants took part in the study. Based on median split they were divided into two groups: high level and low level smartphone users. Moreover, thanks to an app installed on the participants' smartphones, it was possible to measure levels of compliance with the task. Results indicate that participants with low levels of smartphone usage show less difficulty in their ability to wield the self-control needed to withdraw smartphone use and faster reaction times on cognitive tests than participants with high levels of smartphone usage. Moreover, the profile of participants with high levels of smartphone usage shows higher scores on the FoMOs and Procrastination scale, and lower scores in the Psychological General Well-Being Index. The results are discussed in light of self-regulation theory.
Collapse
|
17
|
Love H, May RW, Shafer J, Fincham FD, Cui M. Overparenting, emotion dysregulation, and problematic internet use among female emerging adults. JOURNAL OF APPLIED DEVELOPMENTAL PSYCHOLOGY 2022. [DOI: 10.1016/j.appdev.2021.101376] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
|
18
|
Guo Z, Liang S, Ren L, Yang T, Qiu R, He Y, Zhu X. Applying network analysis to understand the relationships between impulsivity and social media addiction and between impulsivity and problematic smartphone use. Front Psychiatry 2022; 13:993328. [PMID: 36329911 PMCID: PMC9623168 DOI: 10.3389/fpsyt.2022.993328] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 09/30/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Prior studies have revealed the relationships between impulsivity and social media addiction (SMA) and between impulsivity and problematic smartphone use (PSU) based on total scores on standardized self-report scales. However, there has been a lack of studies exploring how the dimensions of impulsivity and components of SMA or PSU are interrelated. The present study aimed to investigate the structural relationships between the dimensions of impulsivity and components of SMA and PSU and determine the critical bridge node using network analysis. METHODS A total of 325 healthy adults aged 18-36 years participated in the study. SMA and PSU were assessed using the Bergen Social Media Addiction Scale (BSMAS) and Smartphone Application-Based Addiction Scale (SABAS), respectively. Impulsivity was measured by the Barratt Impulsiveness Scale Version 11 (BIS-11). Network analysis was used to construct an SMA-Impulsivity network and a PSU-Impulsivity network. Bridge centrality (bridge expected influence, BEI) was estimated to identify influential bridge nodes. RESULTS In addition to relationships within each community, network analysis revealed that the dimensions of impulsivity were closely associated with the components of SMA and PSU. Particularly, I2 "motor impulsivity" had a relatively strong connection with SMA3 "mood modification" and SMA4 "relapse" in the SMA-Impulsivity network, and with PSU2 "conflict" and PSU5 "withdrawal" in the PSU-Impulsivity network. Moreover, I2 "motor impulsivity" was identified as the most critical bridge node in both networks. CONCLUSION These findings demonstrate potential pathways between different dimensions of impulsivity and the components of SMA and PSU, providing new evidence relevant to understanding the underlying mechanisms that account for how highly impulsive individuals develop SMA and PSU, and highlight the critical bridge node-motor impulsivity-that may be a promising and effective target for the prevention and treatment of SMA and PSU.
Collapse
Affiliation(s)
- Zhihua Guo
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Shuyi Liang
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Lei Ren
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Tianqi Yang
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Rui Qiu
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Yang He
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Xia Zhu
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| |
Collapse
|
19
|
Brailovskaia J, Stirnberg J, Rozgonjuk D, Margraf J, Elhai JD. From low sense of control to problematic smartphone use severity during Covid-19 outbreak: The mediating role of fear of missing out and the moderating role of repetitive negative thinking. PLoS One 2021; 16:e0261023. [PMID: 34936651 PMCID: PMC8694423 DOI: 10.1371/journal.pone.0261023] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 11/22/2021] [Indexed: 11/24/2022] Open
Abstract
Since the outbreak of Covid-19, the use of digital devices, especially smartphones, remarkably increased. Smartphone use belongs to one's daily routine, but can negatively impact physical and mental health, performance, and relationships if used excessively. The present study aimed to investigate potential correlates of problematic smartphone use (PSU) severity and the mechanisms underlying its development. Data of 516 smartphone users from Germany (Mage = 31.91, SDage = 12.96) were assessed via online surveys in April and May 2021. PSU severity was significantly negatively associated with sense of control. In contrast, it was significantly positively linked to fear of missing out (FoMO), repetitive negative thinking (RNT), and daily time spent on smartphone use. In a moderated mediation analysis, the negative relationship between sense of control and PSU severity was significantly mediated by FoMO. RNT significantly moderated the positive association between FoMO and PSU severity. Specifically, the higher the RNT, the stronger the relationship between FoMO and PSU. The present findings disclose potential mechanisms that could contribute to PSU. Potential ways of how to reduce PSU severity are discussed.
Collapse
Affiliation(s)
- Julia Brailovskaia
- Mental Health Research and Treatment Center, Department of Clinical Psychology and Psychotherapy, Ruhr-Universität Bochum, Bochum, Germany
| | - Jan Stirnberg
- Mental Health Research and Treatment Center, Department of Clinical Psychology and Psychotherapy, Ruhr-Universität Bochum, Bochum, Germany
| | - Dmitri Rozgonjuk
- Department of Molecular Psychology, Ulm University, Ulm, Germany
- Institute of Mathematics and Statistics, University of Tartu, Tartu, Estonia
| | - Jürgen Margraf
- Mental Health Research and Treatment Center, Department of Clinical Psychology and Psychotherapy, Ruhr-Universität Bochum, Bochum, Germany
| | - Jon D. Elhai
- Department of Psychology, University of Toledo, Toledo, Ohio, United States of America
- Department of Psychiatry, University of Toledo, Toledo, Ohio, United States of America
| |
Collapse
|
20
|
Linares R, Aranda M, García-Domingo M, Amezcua T, Fuentes V, Moreno-Padilla M. Cyber-dating abuse in young adult couples: Relations with sexist attitudes and violence justification, smartphone usage and impulsivity. PLoS One 2021; 16:e0253180. [PMID: 34153073 PMCID: PMC8216513 DOI: 10.1371/journal.pone.0253180] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Accepted: 05/28/2021] [Indexed: 11/24/2022] Open
Abstract
Technologies have become important for interaction in couples. However, in some cases, controlling and aggressive behaviors can occur in the context of virtual interactions in couples; this is known as cyber-dating abuse (CDA). Identifying factors linked to CDA, as perpetrator and victim, are relevant for its prevention; therefore, more research is needed in this novel field of study. To contribute to the literature, our first goal was to analyze the associations among certain risk factors for CDA perpetration and victimization of, i.e., sexist attitudes and violence justification, problematic smartphone usage and impulsivity; sex and age were also considered. The second goal was to study whether there were differences in direct aggression and control, from the perpetrator and victim perspectives, with consideration of the above-mentioned risk factors. Third, differences in the diverse range of control behaviors and direct aggression between women and men were explored. To this end, 697 young adults (aged between 18 and 35 years; 548 women) completed self-report questionnaires that allowed assessment of the above-mentioned variables. The results showed that, among the wide range of CDA behaviors, indirect ones such as control behaviors were the most common. The highest level of control was strongly associated with the inability to manage behaviors under certain emotional states, especially negative ones, along with problematic smartphone usage. Sex differences were also observed: men displayed more sexist attitudes and violence justification, and perceived that they were more controlled by their partners. Regarding CDA behaviors, men and women showed differences in control (e.g. men considered themselves to be more controlled in terms of location and status updates), and direct aggression (e.g. men used more insults and humiliations than women). The results were discussed in terms of the importance of better understanding these risk factors to attenuate the increasing prevalence of CDA in relationships.
Collapse
Affiliation(s)
- Rocío Linares
- Department of Psychology, University of Jaen, Jaen, Spain
| | - María Aranda
- Department of Psychology, University of Jaen, Jaen, Spain
| | | | - Teresa Amezcua
- Department of Psychology, University of Jaen, Jaen, Spain
| | | | | |
Collapse
|