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Montag C, Demetrovics Z, Elhai JD, Grant D, Koning I, Rumpf HJ, M Spada M, Throuvala M, van den Eijnden R. Problematic social media use in childhood and adolescence. Addict Behav 2024; 153:107980. [PMID: 38387131 DOI: 10.1016/j.addbeh.2024.107980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2023] [Revised: 01/23/2024] [Accepted: 02/05/2024] [Indexed: 02/24/2024]
Abstract
At the time of writing, about 4.59 billion people use social media with many adolescents using their social media accounts across a myriad of applications and platforms. According to recent statistics, in 2022 individuals spent an average of 151 minutes on social media each day, illustrating the global relevance of social media (Dixon, 2022a,b). One of the pressing questions, internationally, is whether social media use is harmful and/or addictive. This question is of particular importance because many teenagers - and younger adolescents - spend considerable time on these platforms, which have increasingly become an integral part of their lives. Moreover, considering lifespan development, adolescents may be particularly vulnerable to specific features and advertisements shown to them on social media platforms. Growing prevalence of poor mental health in young people has led to recent recommendations in the United States to routinely screen for anxiety in 8-18 year olds, and for depression and suicide risk for adolescents between 12-18 years of age (US Preventive Services Task Force et al., 2022 a,b) - the conditions often accompanying problematic social media use. The present work not only provides insights into the current state of the literature but provides also recommendations.
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Affiliation(s)
- Christian Montag
- Department of Molecular Psychology, Institute of Psychology and Education, Ulm University, Ulm, Germany.
| | - Zsolt Demetrovics
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar
| | - Jon D Elhai
- Department of Psychology, University of Toledo, Toledo, OH, United States; Department of Psychiatry, University of Toledo, Toledo, OH, United States
| | - Don Grant
- Center for Research and Innovation, Newport Healthcare, United States
| | - Ina Koning
- Faculty of Behavioural and Movement Sciences, Clinical Child and Family Studies, Vrije Universiteit Amsterdam, the Netherlands
| | - Hans-Jürgen Rumpf
- Department of Psychiatry and Psychotherapy, University of Lübeck, Lübeck, Germany
| | | | - Melina Throuvala
- International Gaming Research Unit, Department of Psychology, Nottingham Trent University, Nottingham, UK; Inclusion West Midlands Gambling Harms Clinic, Stafford, UK; Leicestershire Partnership NHS Trust, Paediatric Psychology, Child and Adolescent Mental Health Services, Leicester, UK
| | - Regina van den Eijnden
- Department of Interdisciplinary Social Science, Utrecht University, Utrecht, the Netherlands
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Albery IP, Milia C, Gunstone B, Spada MM, Moss AC. Components of identity expression in problem and non-problem gamblers. Addict Behav 2024; 151:107936. [PMID: 38104421 DOI: 10.1016/j.addbeh.2023.107936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 11/16/2023] [Accepted: 12/11/2023] [Indexed: 12/19/2023]
Abstract
Few studies have examined whether specific aspects of group identification predict problematic and non-problematic addictive behaviours and none have focused on gambling. Applying Leach et al.'s (2008) hierarchical model of in-group identification, we tested the associations between components of self-investment (satisfaction, solidarity, and centrality) and components of self-definition (individual self-stereotyping, in-group homogeneity) on distinguishing between problem and non-problem gambling (n = 10,157) and on the severity of problematic gambling behaviour (n = 2,568). Results showed that (i) in-group-based identities are important in predicting problematic vs. non-problematic gambling behaviours; (ii) in-group-based identities are important in predicting the severity of problematic gambling; (iii) how self-invested an individual is with their in-group and aspects associated with self-definition processes are both important predictors; (iv) perceptions related to how chronically salient one's group membership is for the self (centrality) are essential features of the self-investment mechanism; and (v) self-stereotypical beliefs about one's essential similarities to the prototypical gambling group member norm are fundamental for the defining oneself as a gambler.
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Affiliation(s)
- Ian P Albery
- Centre for Addictive Behaviours Research, London South Bank University, London, United Kingdom.
| | - Christy Milia
- Centre for Addictive Behaviours Research, London South Bank University, London, United Kingdom
| | - Briony Gunstone
- You Gov, Plc, 50 Featherstone St, London EC1Y 8RT, United Kingdom
| | - Marcantonio M Spada
- Centre for Addictive Behaviours Research, London South Bank University, London, United Kingdom
| | - Antony C Moss
- Centre for Addictive Behaviours Research, London South Bank University, London, United Kingdom
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Dang L, Yang HM, Spada MM, Wu AMS. A three-wave longitudinal study on the underlying metacognitive mechanism between depression and Internet gaming disorder. J Behav Addict 2024; 13:215-225. [PMID: 38183452 PMCID: PMC10988406 DOI: 10.1556/2006.2023.00072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 11/26/2023] [Accepted: 11/27/2023] [Indexed: 01/08/2024] Open
Abstract
BACKGROUND AND AIMS Internet Gaming Disorder (IGD) and depression have negative consequences on individuals' mental health, but their relationships are complex. This three-wave longitudinal study aimed to detect the metacognitive mechanisms underlying the association between IGD tendency and depression based on the self-regulatory executive function model. METHODS A total of 1,243 Chinese undergraduate student gamers (57% female, M = 19.77, SD = 1.29) were recruited at the baseline survey (Wave 1 [W1]), with 622 and 574 of them taking part in the two follow-up surveys (Wave 2 [W2] at 6 and Wave 3 [W3] at 12 months later), respectively. RESULTS The three-wave path model demonstrated, after controlling for the autoregressive effect of each variable, that depression consistently predicted IGD tendency but not vice versa, while negative but not positive metacognitions about online gaming (MOG) significantly predicted both depression and IGD tendency. Moreover, two statistically significant mediation paths: (i) negative MOG [W1] → depression [W2] → IGD tendency [W3]; and (ii) depression [W1] → negative MOG [W2] → IGD tendency [W3] were identified. DISCUSSION AND CONCLUSIONS These findings extend the understanding of the associations among depression, IGD tendency, and MOG, highlighting how negative MOG has a stronger prospective effect than positive MOG on depression and IGD tendency, and also reveal the mutual mediation effects of depression and negative MOG on IGD tendency. Integrated programmes with both emotional regulation training and Metacognitive Therapy are recommended for IGD treatment.
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Affiliation(s)
- Le Dang
- Faculty of Teacher Education, Pingdingshan University, Pingdingshan, China
- Department of Psychology, Faculty of Social Sciences, University of Macau, Macao, China
| | - Hong Mian Yang
- Department of Psychology, Faculty of Social Sciences, University of Macau, Macao, China
- Centre for Cognitive and Brain Sciences, Institute of Collaborative Innovation, University of Macau, Macao, China
| | - Marcantonio M. Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, United Kingdom
| | - Anise M. S. Wu
- Department of Psychology, Faculty of Social Sciences, University of Macau, Macao, China
- Centre for Cognitive and Brain Sciences, Institute of Collaborative Innovation, University of Macau, Macao, China
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Zvolensky MJ, Bakhshaie J, Redmond BY, Smit T, Nikčević AV, Spada MM, Distaso W. Coronavirus Anxiety, COVID Anxiety Syndrome and Mental Health: A Test Among Six Countries During March 2021. Clin Psychol Psychother 2024; 31:e2988. [PMID: 38654488 DOI: 10.1002/cpp.2988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 04/01/2024] [Accepted: 04/04/2024] [Indexed: 04/26/2024]
Abstract
The negative impact of the COVID-19 pandemic on mental health outcomes is widely documented. Specifically, individuals experiencing greater degrees of severity in coronavirus anxiety have demonstrated higher levels of generalized anxiety, depression and psychological distress. Yet the pathways in which coronavirus anxiety confers vulnerability are not well known. The present investigation sought to address this gap in the scientific literature by testing the indirect effect of the COVID-19 anxiety syndrome, which centres on the function of detecting and managing the environmental threat of virus exposure and its sequalae. Data were collected during the height of the pandemic (March 2021) and included 5297 adults across six countries. Structural equation modelling techniques revealed that the COVID-19 anxiety syndrome evidenced a statistically significant indirect effect between coronavirus anxiety and generalized anxiety, depression and work/social adjustment. Overall, results suggest there could be public health merit to targeting anxiety related to virus exposure to improve behavioural health for those who are struggling with excessive fear and worry.
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Affiliation(s)
- Michael J Zvolensky
- Department of Psychology, University of Houston, Houston, Texas, USA
- Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
- HEALTH Institute, University of Houston, Houston, Texas, USA
| | - Jafar Bakhshaie
- Center for Health Outcomes and Interdisciplinary Research, Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Brooke Y Redmond
- Department of Psychology, University of Houston, Houston, Texas, USA
| | - Tanya Smit
- Department of Psychology, University of Houston, Houston, Texas, USA
| | - Ana V Nikčević
- Department of Psychology, Kingston University, Kingston upon Thames, UK
| | | | - Walter Distaso
- Imperial College Business School, Imperial College London, London, UK
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Angelini F, Pivetta E, Marino C, Canale N, Spada MM, Vieno A. Social norms and problematic gaming among adolescents: The role of Internet use coping motives. Addict Behav 2024; 148:107865. [PMID: 37804747 DOI: 10.1016/j.addbeh.2023.107865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 09/11/2023] [Accepted: 09/18/2023] [Indexed: 10/09/2023]
Abstract
INTRODUCTION Problematic gaming (PG) is a public health issue among adolescents worldwide. Although several studies have documented that peer influences constitute a relevant risk factor for adolescent problematic behaviors, little research is currently available on PG. The aim of this study was to examine the contribution of social norms and perceived friends' gaming frequency on participants' own gaming frequency and PG, by testing potential differences among groups with low vs. high motive to use the Internet (e.g., online gaming) as a coping strategy. METHOD A survey was administered to 470 adolescent gamers (mean age = 15.49 years; SD = 1.05 years; 77.9 % males). A theoretical model was tested through path analysis and multi-group comparisons were performed. RESULTS Path analysis revealed that social norms and perceived friends' gaming frequency were positively associated to participants' gaming behaviors and PG. Additionally, different patterns between groups emerged. CONCLUSION Our findings confirmed the relative importance of peer influences on adolescents' gaming behaviors and PG and showed that adolescents who rely more on online gaming to cope with negative affect may be more vulnerable to social influence processes than other peers. These findings may provide useful indications for prevention programs targeting adolescent PG.
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Affiliation(s)
- Federica Angelini
- Department of Developmental and Social Psychology, University of Padova, via Venezia 8, 35131 Padova, Italy.
| | - Erika Pivetta
- Department of Developmental and Social Psychology, University of Padova, via Venezia 8, 35131 Padova, Italy.
| | - Claudia Marino
- Department of Developmental and Social Psychology, University of Padova, via Venezia 8, 35131 Padova, Italy; Division of Psychology, School of Applied Sciences, London South Bank University, 103 Borough Road, London SE1 0AA, United Kingdom.
| | - Natale Canale
- Department of Developmental and Social Psychology, University of Padova, via Venezia 8, 35131 Padova, Italy.
| | - Marcantonio M Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, 103 Borough Road, London SE1 0AA, United Kingdom.
| | - Alessio Vieno
- Department of Developmental and Social Psychology, University of Padova, via Venezia 8, 35131 Padova, Italy.
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Mansueto G, Jarach A, Caselli G, Ruggiero GM, Sassaroli S, Nikčević A, Spada MM, Palmieri S. A systematic review of the relationship between generic and specific metacognitive beliefs and emotion dysregulation: A metacognitive model of emotion dysregulation. Clin Psychol Psychother 2024; 31:e2961. [PMID: 38357852 DOI: 10.1002/cpp.2961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 01/28/2024] [Accepted: 01/29/2024] [Indexed: 02/16/2024]
Abstract
Although a probable association between metacognitive beliefs (also termed 'metacognitions') and emotion dysregulation has been suggested in the literature, the evidence is still sparse and inconclusive. The current study aims to present a comprehensive evaluation of the literature examining the association between metacognitive beliefs and emotion dysregulation. In accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) criteria, a search was conducted on PubMed and Ebsco. A manual search of reference lists was also run. Search terms were 'metacognitions/metacognitive beliefs/positive metacognitive beliefs/negative metacognitive beliefs/cognitive self-consciousness/beliefs about the need to control thoughts/cognitive confidence/negative beliefs about thoughts concerning uncontrollability and danger/AND difficulties emotion regulation/emotion dysregulation'. A total of 19 studies met the inclusion criteria. In both non-clinical and clinical populations, a higher endorsement of dysfunctional metacognitive beliefs was found to be associated with emotion dysregulation and vice versa. A higher endorsement of metacognitive beliefs may be associated, either directly or via maladaptive forms of mental control (e.g., worry, rumination and suppression) to emotion dysregulation. Metacognitive beliefs could be the potential therapeutic target in clinical interventions aimed at reducing emotion regulation difficulties.
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Affiliation(s)
- Giovanni Mansueto
- Department of Health Sciences, University of Florence, Florence, Italy
- School of Applied Sciences, London South Bank University, London, UK
| | | | - Gabriele Caselli
- Department of Psychology, Sigmund Freud University, Milan, Italy
- Cognitive Studies, Cognitive Psychotherapy School and Research Center, Milan, Italy
| | - Giovanni Maria Ruggiero
- Department of Psychology, Sigmund Freud University, Milan, Italy
- Cognitive Studies, Cognitive Psychotherapy School and Research Center, Milan, Italy
| | - Sandra Sassaroli
- Department of Psychology, Sigmund Freud University, Milan, Italy
- Cognitive Studies, Cognitive Psychotherapy School and Research Center, Milan, Italy
| | - Ana Nikčević
- Department of Psychology, School of Law, Social and Behavioural Sciences, Kingston University, London, UK
| | | | - Sara Palmieri
- School of Applied Sciences, London South Bank University, London, UK
- Department of Psychology, Sigmund Freud University, Milan, Italy
- Cognitive Studies, Cognitive Psychotherapy School and Research Center, Milan, Italy
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Akbari M, Hossein Bahadori M, Khanbabaei S, Boruki Milan B, Manchiraju S, Spada MM. Psychometric properties and measurement invariance across gender of the Compulsive Online Shopping Scale (COSS) among Iranians. Addict Behav Rep 2023; 18:100511. [PMID: 37519857 PMCID: PMC10371791 DOI: 10.1016/j.abrep.2023.100511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 07/01/2023] [Accepted: 07/15/2023] [Indexed: 08/01/2023] Open
Abstract
The present study aimed to investigate the psychometric properties and measurement invariance of the Compulsive Online Shopping Scale (COSS) in an Iranian population. The total sample of 802 participants (257 females; Mean age = 22.27, SD = 2.83) were selected via convenience sampling from Tehran, Iran. Confirmatory Factor Analysis supported the 7-factor structure of the COSS as proposed in the original study. The measurement invariance found in this study suggests that the COSS provides sufficiently unbiased use among males and females. The current findings also support the concurrent validity of the Persian COSS, which exhibited positive and significant associations with loneliness, impulsivity, obsession, internalized symptoms, and Internet use. Furthermore, results confirm the convergent validity of the Persian COSS and showcased acceptable internal consistency for all factors, and the total score. The findings of the present study indicate that compulsive online shopping could be assessed adequately in Iranian samples using the COSS.
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Affiliation(s)
- Mehdi Akbari
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Mohammad Hossein Bahadori
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Salar Khanbabaei
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Bahman Boruki Milan
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Srikant Manchiraju
- The Jim Moran College of Entrepreneurship, Florida State University, Tallahassee, FL, USA
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Mattioni L, Spada MM, Ferri F, Sestieri C. The relationship between perseverative thinking, proactive control, and inhibition in psychological distress: a study in a women's cohort. Sci Rep 2023; 13:19319. [PMID: 37935825 PMCID: PMC10630504 DOI: 10.1038/s41598-023-46713-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 11/03/2023] [Indexed: 11/09/2023] Open
Abstract
Cognitive control is a core feature of several mental disorders. A recent account poses that health problems may derive from proactive forms of cognitive control that maintain stress representation over time. The working hypothesis of the present study is that psychological distress is caused by the tendency to select a particular maladaptive self-regulation strategy over time, namely perseverative thinking, rather than by transient stimulus-response patterns. To test this hypothesis, we asked 84 women to carry out a battery of standardized questionnaires regarding their tendency to undertake perseverative thinking and their level of psychological distress, followed by cognitive tasks measuring the tendency to use proactive versus reactive control modality and disinhibition. Through a series of mediation analyses, we demonstrate that the tendency to use proactive control correlates with psychological distress and that this relation is mediated by perseverative thinking. Moreover, we show that the relation between low inhibitory control and psychological stress is more strongly mediated by perseverative thinking than impulsiveness, a classical construct that focuses on more transient reactions to stimuli. The present results underline the importance of considering psychological distress as the consequence of a maladaptive way of applying control over time, rather than the result of a general deficit in cognitive control abilities.
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Affiliation(s)
- Lorenzo Mattioni
- Department of Neuroscience, Imaging and Clinical Sciences - and ITAB, Institute for Advanced Biomedical Technologies, University G. d'Annunzio di Chieti-Pescara, Via Dei Vestini 11, 66100, Chieti, Italy.
| | | | - Francesca Ferri
- Department of Neuroscience, Imaging and Clinical Sciences - and ITAB, Institute for Advanced Biomedical Technologies, University G. d'Annunzio di Chieti-Pescara, Via Dei Vestini 11, 66100, Chieti, Italy
| | - Carlo Sestieri
- Department of Neuroscience, Imaging and Clinical Sciences - and ITAB, Institute for Advanced Biomedical Technologies, University G. d'Annunzio di Chieti-Pescara, Via Dei Vestini 11, 66100, Chieti, Italy
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Efrati Y, Spada MM. Development and Validation of the Metacognitions about Sex Scale: Exploring its Role as a Mediator between Negative Affect, Emotion Dysregulation Strategies, and Compulsive Sexual Behavior Disorder. J Sex Marital Ther 2023; 50:76-93. [PMID: 37878755 DOI: 10.1080/0092623x.2023.2259894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/27/2023]
Abstract
Metacognitions about sex are theorized to shape cognitive appraisal, coping mechanisms, and regulation or dysregulation before, during, and/or after exposure to sexual stimuli. In our study, we examined the construct structure and validity of the Metacognitions about Sex Scale (MSS) among a sample of adolescents. We estimated the convergent validity of the MSS by factors: negative affect, dysregulated thoughts, and impulsivity, and compulsive sexual behavior (CSB). We also ran a structural equation model in which we examined the possibility that metacognitions about sex would mediate the association between negative affect, dysregulated thoughts, and impulsivity on the one hand, and CSB on the other. The study population included 662 adolescents (252 boys and 410 girls, M = 16.70, SD = 1.32) between 13-18 years of age. The analyses indicated that the factorial structure of the MSS comprised the two expected factors. We also found that positive and negative metacognitions about sex significantly mediated the effect of negative affect, dysregulated thoughts, and impulsivity on CSB. The findings provide evidence that MSS among Israeli adolescents are psychometrically appropriate for use by researchers and practitioners in the prevention and treatment of CSB.
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Affiliation(s)
- Yaniv Efrati
- Bar-Ilan University, Faculty of Education, Ramat Gan, Israel
| | - Marcantonio M Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
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Alhakami A, Salem V, Alateeq D, Nikčević AV, Marci T, Palmieri S, Spada MM, Mansueto G. The Arab COVID-19 Anxiety Syndrome Scale (C-19ASS): COVID-19 anxiety syndrome and psychological symptoms in the Saudi Arabian population. Clin Psychol Psychother 2023; 30:1083-1094. [PMID: 37183315 DOI: 10.1002/cpp.2860] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 04/23/2023] [Accepted: 04/25/2023] [Indexed: 05/16/2023]
Abstract
INTRODUCTION The COVID-19 Anxiety Syndrome Scale (C-19ASS) is a reliable scale assessing dysfunctional coping strategies activated in response to COVID-19 fear and threat. The present study aimed to provide a validation of the Arabic version of the C-19ASS and to explore the association between the C-19ASS and psychological symptoms syndrome. METHOD In Study 1, a community sample of 404 participants completed the Arabic version of the C-19ASS and results were subjected to an exploratory factor analysis. In Study 2, a community sample of 903 participants completed the Arabic version of the C-19ASS and a series of measures assessing depressed mood and anhedonia, generalized anxiety and health anxiety. Internal consistency, construct validity and incremental validity were assessed. Associations between C-19ASS and psychological symptoms were assessed. RESULTS Factor analysis identified a two-factor solution (i.e., C-19ASS-Perseveration and C-19ASS-Avoidance), and confirmatory factor analysis suggested a two-factor model best fits the data. The Arabic version of the C-19ASS showed good internal consistency, good construct and incremental validity. COVID-19 anxiety syndrome was associated with more severe anxiety symptoms, depressive symptoms and health anxiety. Females had higher levels of COVID-19 anxiety syndrome than males. Participants diagnosed with COVID-19, and those who had experienced loss as a consequence of COVID-19, had higher levels of COVID-19 anxiety syndrome (Perseveration). CONCLUSIONS The Arabic version of the C-19ASS appears to be a reliable and valid measure of the COVID-19 anxiety syndrome. The COVID-19 anxiety syndrome could be a suitable therapeutic target to improve psychological recovery during the COVID-19 pandemic among Arabs.
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Affiliation(s)
- Amal Alhakami
- Department of Clinical Science, College of Medicine, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Victoria Salem
- Department of Bioengineering, Imperial College London, London, UK
| | - Deemah Alateeq
- Department of Clinical Science, College of Medicine, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Ana V Nikčević
- Department of Psychology, School of Law, Social and Behavioural Sciences, Kingston University, Kingston, UK
| | - Tatiana Marci
- Department of Developmental and Social Psychology, University of Padova, Padua, Italy
| | - Sara Palmieri
- Department of Psychology, Sigmund Freud University, Milan, Italy
- School of Applied Sciences, London South Bank University, London, UK
- Studi Cognitivi, Cognitive Psychotherapy School and Research Center Milan, Milan, Italy
| | | | - Giovanni Mansueto
- Department of Psychology, Sigmund Freud University, Milan, Italy
- School of Applied Sciences, London South Bank University, London, UK
- Department of Health Sciences, University of Florence, Florence, Italy
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Akbari M, Seydavi M, Babaeifard M, Firoozabadi MA, Nikčević AV, Spada MM. Psychometric properties and psychological correlates of the COVID-19 Anxiety Syndrome Scale: A comprehensive systematic review and meta-analysis. Clin Psychol Psychother 2023; 30:931-949. [PMID: 37166175 DOI: 10.1002/cpp.2861] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 04/14/2023] [Accepted: 04/25/2023] [Indexed: 05/12/2023]
Abstract
Coronavirus disease-19 (COVID-19) has led to the demise of millions of people worldwide; additionally, it has resulted in a significant economic and mental health burden. Since the onset of the COVID-19 pandemic, various measures have been constructed to evaluate pandemic-related fear and anxiety. The COVID-19 Anxiety Syndrome Scale (C-19ASS) is a promising measure that assesses coping strategies (e.g., avoidance, checking, worrying and threat monitoring), termed 'COVID-19 Anxiety Syndrome', in response to COVID-19 fear and anxiety. The measure has been broadly welcomed, leading to its use in Brazil (Portuguese), China, Greece, Indonesia, the Philippines, Iran (Farsi), Italy, Saudi Arabia (Arabic), Turkey, the United Kingdom and the United States. To gain a better understanding of the relevance of the COVID-19 Anxiety Syndrome, we conducted a systematic review and meta-analysis to explore the psychological correlates and psychometric properties of the C-19ASS. Through the analysis of a total of 17,789 individuals (age range 19-70; female = 33%-85%), the C-19ASS demonstrated a consistent factor structure, measurement invariance across gender and acceptable reliabilities. Furthermore, a significant association with COVID-19 anxiety, depressive symptoms, generalized anxiety, health anxiety, psychological distress and functional impairment (work and social adjustment) during the COVID-19 pandemic was observed. When considering the Big Five personality traits, the C-19ASS and its subscales were only significantly and negatively associated with extraversion; only the total score on the measure was associated with neuroticism. The observed effect sizes ranged from very small to medium. Given that all included studies (K = 24) were cross-sectional, and due to the nature of the COVID-19 Anxiety Syndrome, which may well persist after the pandemic ends, it is recommended to continue screening society for the persistence of this syndrome.
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Affiliation(s)
- Mehdi Akbari
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Mohammad Seydavi
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Maryam Babaeifard
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Mahsa Akbarian Firoozabadi
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Ana V Nikčević
- Department of Psychology, School of Law, Social and Behavioural Sciences, Kingston University, Kingston, UK
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Seydavi M, Troulli MD, Akbari M, Nikčević AV, Spada MM. An assessment of the psychometric properties and psychological correlates of the Greek COVID-19 Anxiety Syndrome Scale (C-19ASS). Clin Psychol Psychother 2023. [PMID: 37587616 DOI: 10.1002/cpp.2895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 07/25/2023] [Accepted: 07/30/2023] [Indexed: 08/18/2023]
Abstract
In Greece, the COVID-19 pandemic was associated with social isolation, economic crisis, considerable unemployment, and an escalation of psychological distress. Given the potential of COVID-19 to engender a long-lasting impact on mental health, validating the COVID-19 Anxiety Syndrome Scale (C-19ASS) may be beneficial in determining if fear-based behaviors may persist post-pandemic. This is a psychometric study examining the C-19ASS features across a general sample of Greeks (n = 912; female = 78%; mean age = 32.35, ±9.25). The Greek C-19ASS demonstrated a two-factor structure consistent with the original scale's perseveration and avoidance subscales. This structure was supported by confirmatory factor analysis, which demonstrated a strong fit and robust reliability along with good divergent and convergent validity evidenced by correlational analyses. The incremental validity test revealed that the Greek C-19ASS predicted functional impairment and COVID-19 anxiety independently of health anxiety, generalized anxiety, and depressive symptoms, the Big Five personality traits, pandemic-related factors, and demographic variables. The findings were discussed using a self-regulatory executive function model as a theoretical background to discuss this pandemic-related phenomenon.
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Affiliation(s)
- Mohammad Seydavi
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | | | - Mehdi Akbari
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Ana V Nikčević
- Department of Psychology, School of Law, Social and Behavioural Sciences, Kingston University, Kingston upon Thames, UK
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13
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Akbari M, Seydavi M, Sheikhi S, Spada MM. Problematic smartphone use and sleep disturbance: the roles of metacognitions, desire thinking, and emotion regulation. Front Psychiatry 2023; 14:1137533. [PMID: 37593452 PMCID: PMC10427798 DOI: 10.3389/fpsyt.2023.1137533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 05/22/2023] [Indexed: 08/19/2023] Open
Abstract
Background The association between problematic Smartphone use (PSU) and sleep disturbance is evidenced in the literature, but more research is required to investigate the potential factors that may influence the effect of PSU on sleep disturbance. Given the considerable prevalence of PSU (9.3 to 36.7%) and sleep disturbance (55.2%) in Iran, the current study sought to examine an interactional model to test whether metacognitions about Smartphone use, desire thinking (verbal perseveration and imaginal prefiguration), and emotion regulation (expressive suppression and cognitive reappraisal) could have a moderating effect on the above-mentioned association. Method This present study is a cross-sectional, observational study that was conducted between June and September 2022 in a convenience sample of Iranians (n = 603, Female = 419, Age = 24.61 ± 8). Results Despite the significant association between metacognitions about the Smartphone use, PSU, and sleep disturbance, metacognitions failed to predict sleep disturbance above PSU. A slope analysis showed, however, that a high (not low or moderate) levels of imaginal prefiguration strengthen the association between PSU and sleep disturbance, while a high (not low or moderate) level of cognitive reappraisal and expressive suppression dampen the PSU-sleep disturbance association. We also found that verbal perseveration and expressive suppression were unique predictors of sleep disturbance, while imaginal prefiguration and reappraisal only predicted sleep disturbance if they interacted with PSU. Conclusion Theoretically, findings suggest that enhancing cognitive reappraisal (by 1 SD) and reducing imaginal prefiguration (by 1 SD), might protect against sleep disturbance by reducing its association with PSU. Limitations and future directions are discussed.
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Affiliation(s)
- Mehdi Akbari
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Mohammad Seydavi
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Sonay Sheikhi
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Marcantonio M. Spada
- School of Applied Sciences, London South Bank University, London, United Kingdom
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14
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Palmieri S, Mansueto G, Marchant AP, Sassaroli S, Caselli G, Ruggiero GM, Spada MM. The Metacognitions about Binge Eating Questionnaire: Investigation of the association between specific metacognitions and Binge Eating Disorder. Clin Psychol Psychother 2023; 30:780-794. [PMID: 36754777 DOI: 10.1002/cpp.2839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 02/05/2023] [Accepted: 02/06/2023] [Indexed: 02/10/2023]
Abstract
Literature suggested that metacognitions are involved in eating problems and may be relevant to the understanding of Binge Eating Disorder (BED). The goal of the current studies was to develop the first self-report instrument on metacognitions about binge eating. In Study 1, a community sample completed the Metacognitions about Binge Eating Questionnaire (MBEQ); an Exploratory Factor Analysis (EFA) was performed. In study 2, a community sample completed the MBEQ and measures assessing severity of binge eating, irrational food beliefs, anxiety, depression, impulsiveness. A Confirmatory Factor Analysis (CFA) was performed. Concurrent and incremental validity were assessed. In study 3, a clinical sample of participants with a diagnosis of BED completed the MBEQ and other measures. Bivariate correlational analysis and hierarchical linear regression were performed. Participants from the general population and participants with a diagnosis of BED were compared. EFA and CFA supported a two-factor solution consisting of positive and negative metacognitions about binge eating. Concurrent and incremental validity were acceptable. The metacognitions factors correlated positively with anxiety, depression, irrational food beliefs, impulsiveness in the community sample, and anxiety, irrational food beliefs, impulsiveness in clinical sample. The metacognitions factors contributed to the prediction of BEDs symptoms, in community and clinical samples, over and above age, gender, impulsiveness, anxiety, depression, irrational food beliefs. The MBEQ possesses good psychometric properties and appears a reliable and valid measure of positive and negative metacognitions about binge eating. Metacognitions about binge eating could be a therapeutic target to reduce the severity of binge eating episodes.
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Affiliation(s)
- S Palmieri
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
- Department of Psychology, Sigmund Freud University, Milan, Italy
- Studi Cognitivi, Cognitive Psychotherapy School and Research Center, Milan, Italy
| | - G Mansueto
- Department of Psychology, Sigmund Freud University, Milan, Italy
- Studi Cognitivi, Cognitive Psychotherapy School and Research Center, Milan, Italy
- Department of Health Sciences, University of Florence, Florence, Italy
| | - A P Marchant
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
| | - S Sassaroli
- Department of Psychology, Sigmund Freud University, Milan, Italy
- Studi Cognitivi, Cognitive Psychotherapy School and Research Center, Milan, Italy
| | - G Caselli
- Department of Psychology, Sigmund Freud University, Milan, Italy
- Studi Cognitivi, Cognitive Psychotherapy School and Research Center, Milan, Italy
| | - G M Ruggiero
- Department of Psychology, Sigmund Freud University, Milan, Italy
- Studi Cognitivi, Cognitive Psychotherapy School and Research Center, Milan, Italy
| | - M M Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
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15
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Mattioni L, Ferri F, Nikčević AV, Spada MM, Sestieri C. Twisted memories: Addiction-related engrams are strengthened by desire thinking. Addict Behav 2023; 145:107782. [PMID: 37348176 DOI: 10.1016/j.addbeh.2023.107782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Revised: 06/08/2023] [Accepted: 06/15/2023] [Indexed: 06/24/2023]
Abstract
Associative learning plays a central role in addiction by reinforcing associations between environmental cues and addiction-related information. Unsupervised learning models posit that memories are adjusted based on how strongly these representations are coactivated during the retrieval process. From a different perspective, clinical models of addiction posit that the escalation and persistence of craving may depend on desire thinking, a thinking style orienting to prefigure information about positive addiction-related experiences. In the present work, we tested the main hypothesis that desire thinking is a key factor in the strengthening of addiction-related associations. A group of adult smoking volunteers (N = 26) engaged in a period of desire thinking before performing an associative learning task in which neutral words (cues) were shown along with images (smoking-related vs. neutral context) at different frequencies. Two retrieval tests were administered, one immediately after encoding and the other after 24 h, to test how the recall of associations changed as a function of retention interval. Two control groups, smokers (N = 21) and non-smokers (N = 22), performed a similar procedure, with a neutral imagination task replacing desire thinking. Participants who engaged in desire thinking increased their performance from the first to the second retrieval test only for the most frequent smoking-related associations. Crucially, this selective effect was not observed in the two control groups. These results provide behavioral evidence in support of the idea that desire thinking plays a role in strengthening addiction-related associations. Thus, this thinking process may be considered a target for reconsolidation-based conceptualizations of, and treatments for, addiction.
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Affiliation(s)
- Lorenzo Mattioni
- Department of Neuroscience, Imaging and Clinical Sciences - and ITAB, Institute for Advanced Biomedical Technologies, G. d'Annunzio University, Chieti, Italy.
| | - Francesca Ferri
- Department of Neuroscience, Imaging and Clinical Sciences - and ITAB, Institute for Advanced Biomedical Technologies, G. d'Annunzio University, Chieti, Italy
| | - Ana V Nikčević
- Department of Psychology, Kingston University, Kingston upon Thames, UK
| | | | - Carlo Sestieri
- Department of Neuroscience, Imaging and Clinical Sciences - and ITAB, Institute for Advanced Biomedical Technologies, G. d'Annunzio University, Chieti, Italy
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16
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Efrati Y, Spada MM. "I have no control over how much time I play" the metacognitions about online gaming scale: Evidence from a cross-cultural validation among Israeli adolescents. Addict Behav 2023; 141:107638. [PMID: 36746106 DOI: 10.1016/j.addbeh.2023.107638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 01/04/2023] [Accepted: 01/30/2023] [Indexed: 02/05/2023]
Abstract
In the current study we evaluated the psychometric properties of the Metacognitions about Online Gaming Scale (MOGS), including its factor structure, reliability, and predictive validity among Israeli adolescents in a six-month prospective study. We also examined the usefulness of the MOGS as a mediator of the effect of attachment patterns on Internet Gaming Disorder (IGD), the preference for online social interactions, and the motives for online gaming. The study population included 1,056 Israeli adolescents (610 males and 446 females, M = 15.77, standard deviation (SD) = 1.43) with an age range of 13-18 years. The participants completed the translated Hebrew version of the MOGS and measures on attachment style, IGD, preference for online social interactions, emotion regulation, and motives for online gaming. The analyses indicated that the factorial structure of the Hebrew MOGS comprised the expected two factors at T1 and T2 (a six-month follow-up). We also found that positive and negative metacognitions significantly mediated the effect of attachment styles on IGD, the preference for online social interactions, and the motives for online gaming. The findings provide evidence that the Hebrew MOGS among Israeli adolescents appears psychometrically appropriate for use by researchers and practitioners dealing with the prevention and treatment of IGD.
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Affiliation(s)
- Yaniv Efrati
- Bar-Ilan University, Faculty of Education, Ramat Gan, Israel.
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17
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Akbari M, Seydavi M, Jamshidi S, Marino C, Spada MM. The Big-five personality traits and their link to problematic and compensatory Facebook use: A systematic review and meta-analysis. Addict Behav 2023; 139:107603. [PMID: 36608593 DOI: 10.1016/j.addbeh.2022.107603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Revised: 12/07/2022] [Accepted: 12/27/2022] [Indexed: 12/31/2022]
Abstract
Social networking sites are widespread worldwide, and Facebook is the leading platform in terms of the number of users, laying the ground for potential problematic use. However, problematic Facebook use does not occur for most users but only for a minority. Previous research has found an association between the Big-five personality traits and problematic Facebook use, but the direction of these associations remains controversial. We aimed to fill this gap in knowledge through a systematic review and meta-analysis comprising 425 effect-sizes (78 studies) and 39,930 individuals (females = 33 % to 89 %; age range = 17 to 48 years). Extraversion and neuroticism were associated with higher daily and weekly hours spent on Facebook, while conscientiousness was negatively associated with higher daily hours and not weekly hours. However, when time spent on Facebook was assessed by validated questionnaires, different patterns of associations were observed. Except for the non-significant role of extraversion, the other personality traits were negatively associated with problematic Facebook use, while neuroticism was positively associated. When using different assessment tools was considered, extraversion remained non-significant, but different association patterns were observed. Moreover, for compensatory Facebook use, all personality traits were negatively associated with it, whereas neuroticism exhibited a positive association. Different patterns of associations in terms of strength and direction were observed depending on samples and measures characteristics; thus, definitive conclusions on the direction of the associations are impossible to draw at present. A more robust conceptualization and assessment of problematic Facebook use, as well as time spent on it, is required. Implications, limitations, and future directions are discussed.
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Affiliation(s)
- Mehdi Akbari
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran.
| | - Mohammad Seydavi
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Shiva Jamshidi
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Claudia Marino
- Dipartimento di Psicologia dello Sviluppo e della Socializzazione, Università degli Studi di Padova, Padova, Italy
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18
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Brandtner A, Verduyn P, Behrens S, Spada MM, Antons S. License to look? The role of permissive beliefs, desire thinking, and self-control in predicting the use of social networking sites. Addict Behav 2023; 139:107573. [PMID: 36608591 DOI: 10.1016/j.addbeh.2022.107573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 11/22/2022] [Accepted: 12/02/2022] [Indexed: 12/13/2022]
Abstract
Permissive beliefs are considered the most proximal predictor of actual behavior. Whereas they have frequently been researched in substance-use disorders, the field of social networking sites (SNS) use is missing the investigation as to how relevant permissive beliefs might be in this context, what might be causal precursors of permissive beliefs (i.e., desire thinking), and which processes might influence the effect that permissive beliefs have on actual behavior (i.e., self-control). To answer these questions, 116 people who use SNS participated in an online survey that contained an experimental manipulation of desire thinking and questionnaires measuring permissive beliefs, self-control, and severity of problematic SNS use. In a one-week follow-up, 85 participants reported their SNS usage times. Results showed that the association between permissive beliefs and tendencies to use SNS problematically was not significant. The experimental manipulation led to a decrease in permissive beliefs in the control condition, but did not increase permissive beliefs in the desire thinking condition. Permissive beliefs predicted SNS use in the follow-up assessment, which was not moderated by self-control. The results suggest that permissive beliefs seem to be unrelated to addictive tendencies of SNS use, but are nevertheless associated with daily use. Desire thinking does not appear to activate permissive beliefs in this study, possibly because the use of social networks is less often experienced as conflicting. Due to its ubiquitous availability, the use of social networks itself might quickly resolve the conflict between desires and possible regulatory attempts, making good reasons for use unnecessary.
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Affiliation(s)
- Annika Brandtner
- University of Duisburg-Essen, Department of General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), Duisburg, Germany.
| | - Philippe Verduyn
- Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands.
| | - Sofie Behrens
- University of Duisburg-Essen, Department of General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), Duisburg, Germany.
| | | | - Stephanie Antons
- University of Duisburg-Essen, Department of General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), Duisburg, Germany; Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany.
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19
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Marino C, Manari T, Vieno A, Imperato C, Spada MM, Franceschini C, Musetti A. Problematic social networking sites use and online social anxiety: The role of attachment, emotion dysregulation and motives. Addict Behav 2023; 138:107572. [PMID: 36502744 DOI: 10.1016/j.addbeh.2022.107572] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 11/29/2022] [Accepted: 11/30/2022] [Indexed: 12/10/2022]
Abstract
Problematic Social Networking Sites Use (PSNSU) and social anxiety are associated. SNSs users may develop online social anxiety that may become a standalone problem. The present study aims to test the mediating role of emotion dysregulation and motives (coping, conformity, social, and enhancement) between attachment (anxiety and avoidance) and two outcomes (PSNSU and online social anxiety) in an integrated theory-driven model. Self-report questionnaires were completed by 756 SNSs users (50.4 % females; mean age = 28.74 years, SD = 8.00). Results of the path analysis supported the partial mediating role of emotion dysregulation in the association between attachment anxiety and both the outcomes and the serial mediating role via four and three motives in the association with PSNSU and online social anxiety, respectively. This study highlighted the role of several relational, emotional, and motivational factors that should be taken into account to tackle PSNSU and online social anxiety through clinical and prevention interventions.
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Affiliation(s)
- Claudia Marino
- Dipartimento di Psicologia dello Sviluppo e della Socializzazione, Università degli Studi di Padova, Padova, Italy; Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
| | - Tommaso Manari
- Department of Humanities, Social Sciences and Cultural Industries, University of Parma, Parma, Italy
| | - Alessio Vieno
- Dipartimento di Psicologia dello Sviluppo e della Socializzazione, Università degli Studi di Padova, Padova, Italy
| | - Chiara Imperato
- Department of Humanities, Social Sciences and Cultural Industries, University of Parma, Parma, Italy
| | - Marcantonio M Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
| | | | - Alessandro Musetti
- Department of Humanities, Social Sciences and Cultural Industries, University of Parma, Parma, Italy.
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20
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Ünal-Aydın P, Özkan Y, Öztürk M, Aydın O, Spada MM. The role of metacognitions in cyberbullying and cybervictimization among adolescents diagnosed with major depressive disorder and anxiety disorders: A case-control study. Clin Psychol Psychother 2023. [PMID: 36634222 DOI: 10.1002/cpp.2826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 12/06/2022] [Accepted: 01/02/2023] [Indexed: 01/13/2023]
Abstract
Cyberbullying is becoming increasingly widespread as individuals use technology more widely and frequently. Recent studies have shown a growing vulnerability for cyberbullying and cybervictimization, particularly in the adolescent population. We argue that dysfunctional metacognitions, which have been found to be prominent in various psychiatric disorders, may also play a role in predicting cyberbullying and cybervictimization over and above a variety of established factors including daily Internet use, social media use, depression and anxiety. For this purpose, we recruited 121 adolescents diagnosed with major depressive disorder (MDD) and 122 adolescents diagnosed with anxiety disorders (AD) from the child and adolescent psychiatric department of 'Çankırı State Hospital' along with age and gender matched healthy controls (n = 120). Participants completed the DSM-5 Depression and Anxiety Severity Scales, the Social Media Disorder Scale (SMDS), the Metacognitions Questionnaire for Children (MCQ-C) and the Revised Cyberbullying Inventory-II (RCBI-II). Cybervictimization scores were found to be higher in the MDD and AD groups when compared with healthy controls. Cyberbullying scores in the MDD group were higher than healthy controls. Additionally, the Superstition, Punishment and Responsibility subdimension of the MCQ-C was a significant predictor of cybervictimization in the AD group while controlling for daily Internet use, social media use and anxiety. However, metacognitions were not associated with cyberbullying in the MDD and AD groups, as well as with cybervictimization in the MDD group. We concluded that dysfunctional metacognitions may be a preventive therapeutic target in reducing the impact of cyberbullying in adolescents with AD.
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Affiliation(s)
- Pınar Ünal-Aydın
- Department of Psychology, Faculty of Arts and Science, International University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Yekta Özkan
- Department of Child and Adolescent Psychiatry, Faculty of Medicine, Afyonkarahisar University of Health Sciences, Afyonkarahisar, Turkey
| | - Masum Öztürk
- Department of Child and Adolescent Psychiatry, Faculty of Medicine, Dicle University, Diyarbakır, Turkey
| | - Orkun Aydın
- Department of Psychology, Faculty of Arts and Science, International University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Marcantonio M Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
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21
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Marino C, Melodia F, Pivetta E, Mansueto G, Palmieri S, Caselli G, Canale N, Vieno A, Conti F, Spada MM. Desire thinking and craving as predictors of problematic Internet pornography use in women and men. Addict Behav 2023; 136:107469. [PMID: 36055058 DOI: 10.1016/j.addbeh.2022.107469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 08/06/2022] [Accepted: 08/19/2022] [Indexed: 02/03/2023]
Abstract
INTRODUCTION According to the recent adaptation of the I-PACE model, desire thinking and craving might be closely related to problematic Internet pornography use. The overall aim of the present study was to investigate the role of two components of desire thinking (imaginal prefiguration and verbal perseveration) and craving in problematic Internet pornography use. Furthermore, we examined gender differences in the underlying mechanism linking desire thinking to problematic Internet pornography use. METHOD A total of 414 Italian adults (mean age = 27.55 years, SD = 6.13; age range = 18-58; 53.6 % men) participated in this study. Participants completed an online survey to assess problematic Internet pornography use, pornography craving, desire thinking and problematic Internet use. Path analyses and a multi-group approach were used to test the relationships among variables and to explore gender differences. RESULTS Imaginal prefiguration was associated to pornography craving which, in turn, was associated to verbal perseveration as proximal antecedent of problematic Internet pornography use, above and beyond the effect of age, relationship status, and problematic Internet use. Two paths significantly differed between men and women: the path between verbal perseveration and problematic Internet pornography, which for women was weaker and did not reach significance; and the path between problematic Internet use and problematic Internet pornography use that was not significant for women. CONCLUSIONS In line with the I-PACE model, the present study provided support for the potential role of desire thinking in problematic Internet pornography use as a specific Internet-use disorder and expanded the literature in the field by testing unexplored gender differences. Preventive and clinical implications are discussed.
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Affiliation(s)
- Claudia Marino
- Department of Developmental and Social Psychology, University of Padova, Padova, Italy; Division of Psychology, School of Applied Sciences, London South Bank University, London, UK.
| | - Fiordalisa Melodia
- Department of Developmental and Social Psychology, University of Padova, Padova, Italy.
| | - Erika Pivetta
- Department of Developmental and Social Psychology, University of Padova, Padova, Italy.
| | - Giovanni Mansueto
- Studi Cognitivi, Cognitive Psychotherapy School and Research Center, Milan, Italy; Department of Psychology, Sigmund Freud University, Milan, Italy; Department of Health Sciences, University of Florence, Florence, Italy.
| | - Sara Palmieri
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK; Studi Cognitivi, Cognitive Psychotherapy School and Research Center, Milan, Italy; Department of Psychology, Sigmund Freud University, Milan, Italy.
| | - Gabriele Caselli
- Studi Cognitivi, Cognitive Psychotherapy School and Research Center, Milan, Italy; Department of Psychology, Sigmund Freud University, Milan, Italy.
| | - Natale Canale
- Department of Developmental and Social Psychology, University of Padova, Padova, Italy.
| | - Alessio Vieno
- Department of Developmental and Social Psychology, University of Padova, Padova, Italy.
| | - Francesca Conti
- Department of Developmental and Social Psychology, University of Padova, Padova, Italy.
| | - Marcantonio M Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK.
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22
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Zhou H, Chen JH, Spada MM, Tong KK, Dang L, Wu AMS. Metacognitions About Gambling Among Chinese Gamblers: Translation, Validation, and Application to Understanding Gambling Disorder and Responsible Gambling. Int J Ment Health Addict 2022. [DOI: 10.1007/s11469-022-00987-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
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23
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Mustoo Başer L, Poyraz Çökmüş F, Tvrtković S, Obuća F, Ünal-Aydın P, Aydın O, Spada MM. The role of desire thinking in the problematic use of social networking sites among adults. Addict Behav Rep 2022; 16:100463. [PMID: 36238695 PMCID: PMC9552017 DOI: 10.1016/j.abrep.2022.100463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 09/19/2022] [Accepted: 10/04/2022] [Indexed: 11/06/2022] Open
Abstract
The problematic use of social networking sites (SNS) is associated with several psychiatric disorders. This behavior closely resembles addiction in terms of neurological basis and behavioral patterns. Nevertheless, successful intervention strategies and the etiology of problematic SNS use are not yet thoroughly investigated. We aimed to study whether desire thinking is associated with problematic SNS use among adults when controlling for some confounders, including boredom, affect, and impulsivity. With the help of convenience sampling, we enrolled 546 Turkish adults in this study to whom we administered a sociodemographic form, the Social Media Addiction Scale (SMAS), the Leisure Boredom Scale (LBS), the Positive and Negative Affect Schedule (PANAS), the Barratt Impulsiveness Scale (BIS-11), and the Desire Thinking Questionnaire (DTQ). To explore the association between the variables, we performed Pearson correlational and hierarchical regression analyses. The results showed that higher scores on two sub-dimensions of desire thinking, namely verbal perseveration and imaginal prefiguration, were associated with higher scores on problematic SNS use after we controlled for boredom, affect, and impulsivity. This study demonstrates that desire thinking may play a role in problematic SNS use among adults. We recommend targeting desire thinking as a potential area in treatments which may help alleviate problematic SNS use.
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Affiliation(s)
- Lejla Mustoo Başer
- International University of Sarajevo, Faculty of Arts and Social Sciences, Department of Psychology, Sarajevo, Bosnia and Herzegovina
| | - Fikret Poyraz Çökmüş
- Izmir Tınaztepe University, Faculty of Medicine, Department of Psychiatry, Izmir, Turkey
| | - Selma Tvrtković
- International University of Sarajevo, Faculty of Arts and Social Sciences, Department of Psychology, Sarajevo, Bosnia and Herzegovina
| | - Faruk Obuća
- International University of Sarajevo, Faculty of Arts and Social Sciences, Department of Psychology, Sarajevo, Bosnia and Herzegovina
| | - Pınar Ünal-Aydın
- International University of Sarajevo, Faculty of Arts and Social Sciences, Department of Psychology, Sarajevo, Bosnia and Herzegovina
| | - Orkun Aydın
- International University of Sarajevo, Faculty of Arts and Social Sciences, Department of Psychology, Sarajevo, Bosnia and Herzegovina,Corresponding author.
| | - Marcantonio M. Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
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Efrati Y, Kolubinski DC, Marino C, Spada MM. Early Maladaptive Schemas are Associated with Adolescents’ Substance and Behavioral Addictions. J Rat-Emo Cognitive-Behav Ther 2022. [DOI: 10.1007/s10942-022-00478-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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Albery IP, Shove E, Bartlett G, Frings D, Spada MM. Individual differences in selective attentional bias for healthy and unhealthy food-related stimuli and social identity as a vegan/vegetarian dissociate "healthy" and "unhealthy" orthorexia nervosa. Appetite 2022; 178:106261. [PMID: 35931214 DOI: 10.1016/j.appet.2022.106261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 07/01/2022] [Accepted: 07/27/2022] [Indexed: 11/30/2022]
Abstract
Previous work identified the operation of an attentional bias (AB) towards healthy food related stimuli among those with increasing tendencies towards orthorexia nervosa (ON) using a modified Stroop task. The current work aimed to replicate and extend our understanding of this effect by incorporating alternative measures of AB (i.e., the dot probe task) and ON (i.e., the Teruel Orthorexia Scale [ToS]) in a sample of self-defined vegans/vegetarians. The theoretical assertion of the ToS is the conceptual broadening of orthorexia with differentiable dimensions - one characterised as a "healthy" preoccupation with healthy food/eating patterns (HeOr) and the other by a more underlying pathology (OrNe). This study also aimed to examine the pattern of responding across these two dimensions according to factors known to predict ON. Eighty-six participants (mean age = 33.0 years; 20 males, 66 females) completed measures of obsessive compulsivity, perfectionism, state/trait anxiety and ToS as well as a dot probe designed to measure AB for healthy and unhealthy-related food stimuli, threat ratings of each of words utilised and perceived identity centrality as a vegan/vegetarianism. Results showed a dissociation of predicted determinants for "healthy" ON (HeOr) and pathological ON (OrNe). HeOr was predicted by increasing identity centrality whereas OrNe was predicted by increased OCD and perfectionism, and increased interference for healthy-related food words (in particular slowed disengagement) and not unhealthy related food words. Threat-related ratings of unhealthy food words was shown to be common across both dimensions. This pattern highlights cognitive and individual differences-based correlates of pathological and non-pathological ON.
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Affiliation(s)
- Ian P Albery
- Centre for Addictive Behaviours Research, School of Applied Sciences, London South Bank University, London, UK.
| | - Emma Shove
- Centre for Addictive Behaviours Research, School of Applied Sciences, London South Bank University, London, UK
| | - Georgina Bartlett
- Centre for Addictive Behaviours Research, School of Applied Sciences, London South Bank University, London, UK
| | - Daniel Frings
- Centre for Addictive Behaviours Research, School of Applied Sciences, London South Bank University, London, UK
| | - Marcantonio M Spada
- Centre for Addictive Behaviours Research, School of Applied Sciences, London South Bank University, London, UK
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26
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Mansueto G, Marino C, Palmieri S, Offredi A, Sarracino D, Sassaroli S, Ruggiero GM, Spada MM, Caselli G. Difficulties in emotion regulation: The role of repetitive negative thinking and metacognitive beliefs. J Affect Disord 2022; 308:473-483. [PMID: 35460736 DOI: 10.1016/j.jad.2022.04.086] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Revised: 04/06/2022] [Accepted: 04/13/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Using the Self-Regulatory Executive Function model as a basis, this study explored whether, in both general population and clinical samples, metacognitive beliefs and repetitive negative thinking (i.e., rumination and worry) are associated with higher levels of emotion dysregulation. METHODS 395 participants from the general population and 388 outpatients seeking psychological treatment were recruited. Emotion dysregulation, metacognitive beliefs, rumination, worry, anxiety, depression, personality disorders were assessed. ANOVA and Welch's tests, correlation and path analyses were run. RESULTS Repetitive negative thinking was found to play a mediating role in the relationship between metacognitive beliefs and emotion dysregulation in both general population and clinical samples. Moreover, metacognitive beliefs were found to be directly associated to emotion dysregulation. LIMITATIONS The cross-sectional design. CONCLUSIONS Emotion dysregulation appears to be associated with the tendency to engage in repetitive negative thinking and metacognitive beliefs. Repetitive negative thinking and metacognitive beliefs could be a suitable therapeutic target to reduce difficulties in emotion regulation.
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Affiliation(s)
- Giovanni Mansueto
- Department of Psychology, Sigmund Freud University, Ripa di Porta Ticinese 77, 20143 Milan, Italy; Department of Health Sciences, University of Florence, Via di San Salvi 12, 50135 Florence, Italy.
| | - Claudia Marino
- School of Applied Sciences, London South Bank University, 103 Borough Rd, SE1 0AA London, UK; Department of Developmental and Social Psychology, University of Padova, via Venezia 8, 35131 Padova, Italy
| | - Sara Palmieri
- Department of Psychology, Sigmund Freud University, Ripa di Porta Ticinese 77, 20143 Milan, Italy; School of Applied Sciences, London South Bank University, 103 Borough Rd, SE1 0AA London, UK; Studi Cognitivi, Cognitive Psychotherapy School and Research Center Milan, Foro Buonaparte 57, 20121 Milan, Italy
| | - Alessia Offredi
- Studi Cognitivi, Cognitive Psychotherapy School and Research Center Milan, Foro Buonaparte 57, 20121 Milan, Italy
| | - Diego Sarracino
- Department of Psychology, University of Milano Bicocca, Piazza dell'Ateneo Nuovo 1, 20126 Milan, Italy
| | - Sandra Sassaroli
- Department of Psychology, Sigmund Freud University, Ripa di Porta Ticinese 77, 20143 Milan, Italy; Studi Cognitivi, Cognitive Psychotherapy School and Research Center Milan, Foro Buonaparte 57, 20121 Milan, Italy
| | - Giovanni Maria Ruggiero
- Department of Psychology, Sigmund Freud University, Ripa di Porta Ticinese 77, 20143 Milan, Italy; Psicoterapia Cognitiva e Ricerca, Cognitive Psychotherapy School and Research Center Milan, Foro Buonaparte 57, 20121 Milan, Italy
| | - Marcantonio M Spada
- School of Applied Sciences, London South Bank University, 103 Borough Rd, SE1 0AA London, UK
| | - Gabriele Caselli
- Department of Psychology, Sigmund Freud University, Ripa di Porta Ticinese 77, 20143 Milan, Italy; Studi Cognitivi, Cognitive Psychotherapy School and Research Center Milan, Foro Buonaparte 57, 20121 Milan, Italy
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Mansueto G, Palmieri S, Marino C, Caselli G, Sassaroli S, Ruggiero GM, Nikčević AV, Spada MM. The Italian COVID-19 Anxiety Syndrome Scale (C-19ASS): investigation of the COVID-19 Anxiety Syndrome and its association with psychological symptoms in an Italian population. Clin Psychol Psychother 2022; 29:1972-1990. [PMID: 35771682 PMCID: PMC9350361 DOI: 10.1002/cpp.2767] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 05/08/2022] [Accepted: 06/26/2022] [Indexed: 11/12/2022]
Abstract
Introduction The COVID‐19 Anxiety Syndrome Scale (C‐19ASS) is a quick and reliable scale assessing dysfunctional coping strategies activated in response to COVID‐19 fear and threat. The present study aimed to provide a preliminary validation of the Italian version of the C‐19ASS and investigated whether the C‐19ASS would mediate the relationship between the Big Five personality traits and psychological outcomes. Method In Study 1, a community sample of 271 participants completed the Italian version of the C‐19ASS and results were subjected to a Principal Component Analysis. In study 2, a community sample of 484 participants completed the Italian version of the C‐19ASS and a series of measures assessing COVID‐19 anxiety, COVID‐19 fear, functional impairment, personality traits, depression, generalized anxiety and health anxiety. Internal consistency, concurrent and incremental validity were assessed. Path analyses were run. Results Factor analysis identified a two‐factor solution (i.e., C‐19ASS Perseveration and C‐19ASS Avoidance) and confirmatory factor analysis suggested a two‐factor model best fits the data. The Italian version of the C‐19ASS showed good internal consistency. There was also evidence of convergent validity and incremental validity. Path analyses showed that C‐19ASS Perseveration mediates the relationship between emotional stability and psychological symptoms (depression, generalized anxiety and health anxiety). Conclusion The Italian version of the C‐19ASS appears to be a reliable and valid measure of the COVID‐19 anxiety syndrome. The COVID‐19 anxiety syndrome could be a suitable therapeutic target to reduce psychological symptoms typically linked to pandemic events, such as depression generalized anxiety and health anxiety.
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Affiliation(s)
- Giovanni Mansueto
- Department of Psychology, Sigmund Freud University, Milan, Italy.,Department of Health Sciences, University of Florence, Florence, Italy.,Studi Cognitivi, Cognitive Psychotherapy School and Research Center Milan, Milan, Italy
| | - Sara Palmieri
- Department of Psychology, Sigmund Freud University, Milan, Italy.,Studi Cognitivi, Cognitive Psychotherapy School and Research Center Milan, Milan, Italy.,School of Applied Sciences, London South Bank University 103 Borough Road, London, London, UK
| | - Claudia Marino
- School of Applied Sciences, London South Bank University 103 Borough Road, London, London, UK.,Department of Developmental and Social Psychology, University of Padova, Padova, Italy
| | - Gabriele Caselli
- Department of Psychology, Sigmund Freud University, Milan, Italy.,Studi Cognitivi, Cognitive Psychotherapy School and Research Center Milan, Milan, Italy
| | - Sandra Sassaroli
- Department of Psychology, Sigmund Freud University, Milan, Italy.,Studi Cognitivi, Cognitive Psychotherapy School and Research Center Milan, Milan, Italy
| | - Giovanni Maria Ruggiero
- Department of Psychology, Sigmund Freud University, Milan, Italy.,Studi Cognitivi, Cognitive Psychotherapy School and Research Center Milan, Milan, Italy
| | - Ana V Nikčević
- Department of Psychology, School of Law, Social and Behavioural Sciences, Kingston University, Kingston, UK
| | - Marcantonio M Spada
- School of Applied Sciences, London South Bank University 103 Borough Road, London, London, UK
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Dang L, Chen JH, Zhou H, Spada MM, Wu AM. Validation of the metacognitions about online gaming scale (MOGS) among Chinese gamers. Addict Behav 2022; 129:107255. [PMID: 35091197 DOI: 10.1016/j.addbeh.2022.107255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Revised: 01/10/2022] [Accepted: 01/17/2022] [Indexed: 11/01/2022]
Abstract
With the largest online gamer population worldwide and a heightened rate of Internet Gaming Disorder (IGD), China has a long-lasting need to identify salient correlates of IGD and provide corresponding assessment tools to support cost-effective IGD screening and interventions. To respond to such a need, the present study aimed to validate the Metacognitions about Online Gaming Scale (MOGS) among Chinese gamers to provide an additional tool for promoting studies investigating metacognition, a promising and newly emerged correlate of IGD, in China. To evaluate the psychometric properties of MOGS, we collected data from 1340 Chinese university students with gaming experiences (59.3% female, Mage = 19.84 years), in which 262 of them also participated in the one-month retest. Our results indicated that the Chinese version of MOGS has a two-factor structure and satisfactory reliabilities (α = 0.90 and 0.92, ICC = 0.60 and 0.64, AVE = 0.56 and 0.70, ρc = 0.88 and 0.92). Moreover, MOGS's convergent validity was evidenced by the expected, positive associations with generic metacognitions, stress, and IGD tendency (r (1338) = 0.29-0.55, p < 0.001) as well as significant MOGS differences between probable IGD and non-IGD gamers (p < 0.001). A 6-item, short-form MOGS, which displayed equivalent psychometric soundness as its full-scale counterpart, was also developed. As the first study to validate MOGS among Chinese gamers, the present study attested to the readiness of this measure in facilitating further studies of gaming-specific metacognitions for early identification of and tailored interventions for high-risk gamers in China.
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Marino C, Lista C, Solari D, Spada MM, Vieno A, Finos L. Predicting comments on Facebook photos: Who posts might matter more than what type of photo is posted. Addict Behav Rep 2022; 15:100417. [PMID: 35252536 PMCID: PMC8889340 DOI: 10.1016/j.abrep.2022.100417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 02/18/2022] [Accepted: 02/23/2022] [Indexed: 11/25/2022] Open
Abstract
Facebook user-related features (network and activities) best predict photo popularity. Photo content plays a marginal role in estimating whether a photo will be commented. Conscientiousness and problematic Facebook use emerged as psychological variables.
The number of likes and comments received to social media posts and images are influential for users’ self-presentation and problematic Facebook use. The aim of this study was to highlight the most relevant factors predicting the popularity (i.e., the probability to receive at a least a comment) of Facebook photos based on: (i) Facebook user-related features; (ii) Facebook photo-related features; and (iii) and psychological variables. A mixed approach was used, including objective data extracted from Facebook (regarding users’ characteristics and photo features) as well as answers to a questionnaire. Participants were 227 Facebook users (M = 25.01(1.05) years). They were asked to answer a questionnaire and provide a copy of their Facebook profile data. A total of 180,547 photos receiving a total of 122,689 comments were extracted. Results showed that user-related features (Facebook network and activities) were the most relevant in predicting image popularity accurately. It seems that who posts a Facebook photo matters more than the type of photo posted and the psychological profile of the user. Results are discussed within a psychological perspective. Future research should look at the sentiment (positive vs. negative) of the comments received by different types of photos. This is the first study exploring what makes a Facebook photo popular using objective data rather than self-reported frequency of Facebook activity only. Results might advance current methods and knowledge about potential problematic behaviors on social media.
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Khosravani V, Spada MM, Samimi Ardestani SM, Sharifi Bastan F. Desire thinking as an underlying mechanism in alcohol use disorder and nicotine dependence. Clin Psychol Psychother 2022; 29:1886-1896. [PMID: 35649288 DOI: 10.1002/cpp.2757] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2022] [Revised: 05/20/2022] [Accepted: 05/30/2022] [Indexed: 12/14/2022]
Abstract
Desire thinking is an emerging construct in the addictive behaviours literature. No research, to date, has investigated its contribution to problematic alcohol use and nicotine dependence in patient samples when accounting for established predictors of addictive behaviours. The present study sought to clarify, in patient samples, the relative contribution of desire thinking in the associations between negative affect, impulsivity and thought suppression on the one hand and craving, problematic alcohol use and nicotine dependence on the other. To achieve this goal, two groups of individuals with alcohol use disorder (AUD) (n = 370; age range = 15-67 years) and nicotine dependence (n = 365; age range = 17-75 years) were selected, and measures of negative affect, impulsivity, thought suppression, craving, desire thinking, problematic alcohol use and nicotine dependence were completed by both groups. Results showed that in both groups, negative affect and thought suppression indirectly affected alcohol and nicotine craving, problematic alcohol use and nicotine dependence through the mediating role of desire thinking. The present study shows the independent role of desire thinking in predicting problematic alcohol use and nicotine dependence in patient samples, indicating its potential relevance for treatment.
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Affiliation(s)
- Vahid Khosravani
- Behavioral Sciences Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Marcantonio M Spada
- Centre for Addictive Behaviours Research, School of Applied Sciences, London South Bank University, London, UK
| | - Seyed Mehdi Samimi Ardestani
- Departments of Psychiatry, Behavioral Sciences Research Center, Imam Hossein Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Sharifi Bastan F, Spada MM, Khosravani V, Samimi Ardestani SM. The independent contribution of desire thinking to problematic social media use. Curr Psychol 2022; 42:1-10. [PMID: 35540371 PMCID: PMC9074841 DOI: 10.1007/s12144-022-03158-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/26/2022] [Indexed: 12/12/2022]
Abstract
In the present study, we investigated the role of desire thinking in problematic social media use (PSMU) whilst accounting for negative affect, impulsivity, and thought suppression. A sample of individuals with PSMU (n = 350) who used social media at least 8 h daily was recruited. Participants completed measures of negative affect, impulsivity, thought suppression, craving, desire thinking, and PSMU. Results indicated that negative affect, impulsivity, and thought suppression had significant indirect effects on craving and PSMU through the significant mediating role of desire thinking. The present study shows that desire thinking is an underlying mechanism linking established variables associated with PSMU (negative affect, impulsivity, and thought suppression) to craving and PSMU. Focusing efforts on the interruption of desire thinking may be beneficial to support individuals in disengaging from PSMU.
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Affiliation(s)
| | - Marcantonio M. Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
| | - Vahid Khosravani
- Behavioral Sciences Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Seyed Mehdi Samimi Ardestani
- Departments of Psychiatry, Behavioral Sciences Research Center, Imam Hossein Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Efrati Y, Spada MM. Self-perceived substance and behavioral addictions among Jewish Israeli adolescents during the COVID-19 Pandemic. Addict Behav Rep 2022; 15:100431. [PMID: 35647261 PMCID: PMC9133580 DOI: 10.1016/j.abrep.2022.100431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Revised: 05/01/2022] [Accepted: 05/09/2022] [Indexed: 11/17/2022] Open
Abstract
Overall rates found in self-perceived substance and behavioral addictions among Israeli adolescents during the COVID-19 pandemic. Differences found in self-perceived substance and behavioral addictions by age, biological sex, religiosity, immigration status, and socioeconomic status.
This study examined self-perceived substance and behavioral addictions among Israeli adolescents during the COVID-19 pandemic across different sociodemographic categories. The sample comprised 2,074 adolescents (40% males, 60% females) aged 12–19 years who completed the survey anonymously and with parental consent. We examined what is the prevalence of self-perceived substance and behavioral addictions in this population in the COVID-19 pandemic context. Participants reported self-perceived addictions to social networks (70%), shopping (46%), binge eating (34%), gaming (30%), sex-related behavior (15%), psychoactive substance (31%, including alcohol, tobacco, cannabis, and/or cocaine), and gambling (3%). Moreover, differences were found to be directly related to age, biological sex, religiosity, socioeconomic status, and immigration status. From a lay epidemiological perspective, the current research expands our knowledge about self-perceived addiction among adolescents during the COVID-19 pandemic, offering better understanding of the likelihood probability factors for self-perceived addiction among adolescents and its related negative outcomes, including increased risk factors for later adult life.
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Emmelkamp PMG, Spada MM. Depression and suicide: What an evidence-based clinician should know. Clin Psychol Psychother 2022; 29:1491-1493. [PMID: 36179681 PMCID: PMC9828755 DOI: 10.1002/cpp.2787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Affiliation(s)
- Paul M. G. Emmelkamp
- Department of Clinical PsychologyUniversity of AmsterdamAmsterdamNetherlands,Paris Institute for Advanced StudyParisFrance
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Akbari M, Seydavi M, Palmieri S, Mansueto G, Caselli G, Spada MM. Fear of missing out (FoMO) and internet use: A comprehensive systematic review and meta-analysis. J Behav Addict 2021; 10:879-900. [PMID: 34935633 PMCID: PMC8987430 DOI: 10.1556/2006.2021.00083] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 09/12/2021] [Accepted: 11/22/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND AND AIMS FoMO has been considered a predisposing factor toward excessive internet use, and a great deal of literature has investigated the link between FoMO and internet use. However, there is still a lack of cohesion in the literature. METHODS The current study have been conducted and reported in accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). RESULTS In the current systematic review and meta-analysis of 86 effect-sizes, representative of 55,134 participants (Mean age = 22.07, SD = 6.15, females = 58.37%), we found that the strength of the trait FoMO- internet use association significantly varies from r = 0.11 to r = 0.63. In some populations, FoMO appears to increase with age and it is reverse in other populations. Facebook use was unrelated to FoMO in some populations, and higher FoMO was linked with stopping Instagram use for some individuals. The FoMO- internet use association was independent of their severity, as the interaction was not significant, and this association was neither linear nor curvilinear. The FoMO-internet use association does not appear to be associated with depressive, anxiety, and stress symptoms or level of life satisfaction. The COVID-19 pandemic was the only significant moderator of the FoMO-internet use association, strengthening this relationship. DISCUSSION AND CONCLUSIONS FoMO demonstrates a considerable role in internet use; however, there is no evidence of interaction or bi-directional association between the mentioned. Overall, we still don't know what factors contribute to individuals exhibiting distinct patterns in the FoMO-internet use association.
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Affiliation(s)
- Mehdi Akbari
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Mohammad Seydavi
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Sara Palmieri
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
- Department of Psychology, Sigmund Freud University, Milan, Italy
- Studi Cognitivi, Milan, Italy
| | - Giovanni Mansueto
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
- Department of Psychology, Sigmund Freud University, Milan, Italy
- Studi Cognitivi, Milan, Italy
- Department of Psychology, University of Florence, Florence, Italy
| | - Gabriele Caselli
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
- Department of Psychology, Sigmund Freud University, Milan, Italy
- Studi Cognitivi, Milan, Italy
| | - Marcantonio M. Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
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Akbari M, Bahadori MH, Mohammadkhani S, Kolubinski DC, Nikčević AV, Spada MM. A discriminant analysis model of psychosocial predictors of problematic Internet use and cannabis use disorder in university students. Addict Behav Rep 2021; 14:100354. [PMID: 34141856 PMCID: PMC8186557 DOI: 10.1016/j.abrep.2021.100354] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Revised: 05/08/2021] [Accepted: 05/20/2021] [Indexed: 12/13/2022] Open
Abstract
Researchers have found similarities and differences between behavioral and drug addictions. The present study was designed to explore which of a series of psychosocial predictors of addictive behaviors could differentiate problematic Internet use (PIU) and Cannabis Use Disorder (CUD) in a sample of University students. A total of 144 participants (76 males, mean age = 23.03 years ± 2.83) were separated into three groups: those presenting with PIU (18 females, Mean age = 22.27 years), those presenting with CUD (22 female, Mean age = 22.73 years), and a control group (28 female, Mean age = 24.04 years). Participants completed the Internet Abusive Use Questionnaire (IAUQ), the Severity of Dependence Scale (SDS), the Multidimensional Scale of Perceived Social Support (MSPSS), the Barratt Impulsiveness Scale-11 (BIS-11), the Multidimensional Distress Tolerance Scale (MDTS), the Emotion Regulation Questionnaire (ERQ), the Metacognitions Questionnaire-30 (MCQ-30), and the Repetitive Thinking Questionnaire-10 (RTQ-10). The classification analysis results showed that 68.8% of the control group, 70.8% of the PIU group, and 81.3% of the CUD group were correctly classified in their respective groups. In addition, the results of the discriminant function analysis showed that there was a significant difference between members of the PIU and CUD groups in the degree of family support (0.45), significant other (0.33), tolerance of physical discomfort (0.30), reappraisal (0.42), and cognitive confidence (0.35). The findings provide evidence that specific psychosocial predictors can discriminate PIU from CUD.
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Affiliation(s)
- Mehdi Akbari
- Department of Clinical Psychology, Faculty of Psychology and Education,
Kharazmi University, Tehran, Iran
| | - Mohammad Hossein Bahadori
- Department of Clinical Psychology, Faculty of Psychology and Education,
Kharazmi University, Tehran, Iran
| | - Shahram Mohammadkhani
- Department of Clinical Psychology, Faculty of Psychology and Education,
Kharazmi University, Tehran, Iran
| | - Daniel C. Kolubinski
- Division of Psychology, School of Applied Sciences, London South Bank
University, London, UK
| | - Ana V. Nikčević
- Department of Psychology, School of Law, Social and Behavioural Sciences,
Kingston University, Kingston-upon- Thames, UK
| | - Marcantonio M. Spada
- Division of Psychology, School of Applied Sciences, London South Bank
University, London, UK
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Akbari M, Seydavi M, Zamani E, Nikčević AV, Spada MM. The Persian COVID-19 Anxiety Syndrome Scale (C-19ASS): Psychometric properties in a general community sample of Iranians. Clin Psychol Psychother 2021; 29:906-921. [PMID: 34761473 PMCID: PMC8652801 DOI: 10.1002/cpp.2686] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 10/29/2021] [Accepted: 11/01/2021] [Indexed: 12/24/2022]
Abstract
There is a potential for a long-lasting psychological and social impact from the COVID-19 pandemic. Recently, the COVID-19 Anxiety Syndrome Scale (C19-ASS) has been developed, which measures individuals' coping mechanisms in relation to the fear or threat of COVID-19. The C19-ASS was developed and has been used so far only in Western samples. Further psychometric evaluation is needed in ethnically diverse samples. Therefore, the current study sought to test the psychometric properties in a large sample of Iranians (n = 1429; female = 52.1%; Mean age = 35.83, ±12.89) who completed a cross-sectional survey. Exploratory factor analysis revealed that the Persian C19-ASS has a two-factor structure corresponding to the perseveration and avoidance subscales of the original scale. Confirmatory factor analyses also supported a two-factor solution, which showed a firm model fit and high internal consistencies. Furthermore, it showed excellent divergent validity from generalized anxiety, indicating that it is concerned explicitly with COVID-19, supported by correlational analyses and exploratory factor analysis. Test of incremental validity indicated the Persian C19-ASS explained more variance in functional impairment and COVID-19 anxiety than the gender, marital and educational status, generalized anxiety, neuroticism, openness, consciousness and having lost someone close due to COVID-19. Also, based on a mediation test, it was found that C19-ASS mediates the relationship between the Big Five personality traits (except openness and consciousness) and health anxiety, generalized anxiety, depression and COVID-19 anxiety. Overall, the current findings provide further evidence for the construct of the COVID-19 anxiety syndrome. The COVID-19 anxiety syndrome is discussed in light of the S-REF model that provides an explanatory framework for this pandemic-related construct.
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Affiliation(s)
- Mehdi Akbari
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Mohammad Seydavi
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Elahe Zamani
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Ana V Nikčević
- Department of Psychology, School of Law, Social and Behavioural Sciences, Kingston University, Kingston, UK
| | - Marcantonio M Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
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Aydın O, Balıkçı K, Arslan Y, Ünal-Aydın P, Müezzin E, Spada MM. The Combined Contribution of Fear and Perceived Danger of COVID-19 and Metacognitions to Anxiety Levels during the COVID-19 Pandemic. J Ration Emot Cogn Behav Ther 2021; 40:603-617. [PMID: 34776609 PMCID: PMC8571673 DOI: 10.1007/s10942-021-00429-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/18/2021] [Indexed: 12/20/2022]
Abstract
Despite a wide base of research suggesting a major role for dysfunctional metacognitions in contributing to anxiety, their role in explaining psychological distress in the context of the COVID-19 pandemic remains unclear. In this study we investigated whether metacognitions would predict anxiety, while controlling for fear and perceived danger of COVID-19. A total of 862 individuals were included in this study. Participants completed sociodemographic questions, emotional state questions relating to COVID-19, the Metacognitions Questionnaire-30, and the Generalized Anxiety Disorder-7. Results showed that both negative beliefs about thoughts concerning uncontrollability and danger, and cognitive self-consciousness were significant predictors of anxiety beyond the fear and perceived danger of COVID-19. Future studies involving clinical populations are needed to investigate the longer-term impact of metacognitions in the maintenance and exacerbation of anxiety associated with the fear and perceived danger of COVID-19.
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Affiliation(s)
- Orkun Aydın
- Faculty of Arts and Social Sciences, Department of Psychology, International University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Kuzeymen Balıkçı
- Faculty of Science and Literature, Department of Psychology, International Final University, Nicosia, Turkish Republic of Northern Cyprus
| | - Yasin Arslan
- Faculty of Arts and Social Sciences, Department of Psychology, International University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Pınar Ünal-Aydın
- Faculty of Arts and Social Sciences, Department of Psychology, International University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Ece Müezzin
- Faculty of Arts and Social Sciences, Department of Psychology, International University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Marcantonio M Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
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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. Curr Addict Rep 2021. [DOI: 10.1007/s40429-021-00398-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [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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Spada MM, Nikčević AV, Kolubinski DC, Offredi A, Giuri S, Gemelli A, Brugnoni A, Ferrari A, Caselli G. Metacognitions, rumination, and worry in personality disorder. J Affect Disord 2021; 293:117-123. [PMID: 34175593 DOI: 10.1016/j.jad.2021.06.024] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Revised: 05/08/2021] [Accepted: 06/13/2021] [Indexed: 10/21/2022]
Abstract
Research on metacognitions and repetitive negative thinking in patients with Personality Disorder (PD) is scarce. We aimed to determine if metacognitions and repetitive negative thinking differed between patients with PD and those without PD, and if metacognitions would predict repetitive negative thinking in patients with PD controlling for several variables. A sample of 558 clinical participants were assessed for the presence of a PD diagnosis and completed the following questionnaires: Penn-State Worry Questionnaire, Ruminative Response Scale, Metacognitions Questionnaire 30, Beck Anxiety Inventory and Beck Depression Inventory. Compared to patients without a diagnosis of PD, patients with a PD diagnosis reported higher scores on both rumination and worry (as well as depression and anxiety) and three out of five of the MCQ-30 subscales (positive beliefs about worry, negative beliefs about thoughts concerning uncontrollability and danger, and beliefs about the need to control thoughts). Furthermore, the results of two hierarchical regression analyses in patients with a diagnosis of PD indicated that positive beliefs about worry and negative beliefs about thoughts concerning uncontrollability and danger were independent predictors of worry, and that negative beliefs about thoughts concerning uncontrollability and danger and cognitive self-consciousness were independent predictors of rumination. Metacognitions and repetitive negative thinking may play a role in the severity of psychological distress experienced in PD presentations. The implications of these findings are discussed.
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Affiliation(s)
- Marcantonio M Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK.
| | - Ana V Nikčević
- Department of Psychology, School of Law, Social and Behavioural Sciences, Kingston University, London, UK.
| | - Daniel C Kolubinski
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK.
| | | | | | | | | | | | - Gabriele Caselli
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK; Studi Cognitivi, Milan, Italy; Sigmund Freud University, Milan, Italy.
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40
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Casale S, Fioravanti G, Spada MM. Modelling the contribution of metacognitions and expectancies to problematic smartphone use. J Behav Addict 2021; 10:788-798. [PMID: 34613932 PMCID: PMC8997219 DOI: 10.1556/2006.2021.00066] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 08/03/2021] [Accepted: 09/01/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND AND AIMS In the current study we have sought to clarify the contribution of metacognitions concerning smartphone use relative to smartphone use expectancies in the relationship between well-established predisposing psychological factors and problematic smartphone use (PSU). We tested a model where psychological distress, impulsivity, and proneness to boredom predict metacognitions about smartphone use and smartphone use expectancies, which in turn predict PSU. METHODS A sample of 535 participants (F = 71.2%; mean age = 27.38 ± 9.05 years) was recruited. RESULTS The model accounted for 64% of the PSU variance and showed good fit indices (χ 2 = 16.01, df = 13, P = 0.24; RMSEA [90%CI] = 0.02 [0-0.05], CFI = 0.99; SRMR = 0.03). We found that: (i) when it comes to psychological distress and boredom proneness, negative metacognitions, and both positive and negative expectancies play a mediating role in the association with PSU, with negative metacognitions showing a dominant role; (ii) there is no overlap between positive expectancies and positive metacognitions, especially when it comes to smartphone use as a means for socializing; (iii) impulsivity did not show a significant effect on PSU Direct effects of the predictors on PSU were not found. DISCUSSION AND CONCLUSIONS The current study found additional support for applying metacognitive theory to the understanding of PSU and highlight the dominant role of negative metacognitions about smartphone in predicting PSU.
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Affiliation(s)
- Silvia Casale
- Department of Health Sciences, Psychology Unit, University of Florence, Florence, Italy
| | - Giulia Fioravanti
- Department of Health Sciences, Psychology Unit, University of Florence, Florence, Italy,Corresponding author. E-mail:
| | - Marcantonio M. Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
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Airoldi S, Kolubinski DC, Nikčević AV, Spada MM. The relative contribution of health cognitions and metacognitions about health anxiety to cyberchondria: A prospective study. J Clin Psychol 2021; 78:809-820. [PMID: 34559886 DOI: 10.1002/jclp.23252] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 08/30/2021] [Accepted: 09/08/2021] [Indexed: 12/12/2022]
Abstract
OBJECTIVES Cyberchondria involves the excessive and compulsive use of the Internet to search for health information. The present study investigated the relative contribution of health cognitions and metacognitions about health anxiety to prospective cyberchondria scores, controlling for health anxiety and hours spent online per day. METHODS A convenience sample of 221 participants was recruited for the purpose of this study with a final sample totaling 125 participants (58.4% females, Mage = 34.51 years) who completed the full survey at baseline (T0 ) and a measure of cyberchondria after 30 days (T1 ). RESULTS The results of the study showed that metacognition about health anxiety relating to beliefs about the uncontrollability of thoughts was the only significant predictor of prospective cyberchondria scores when controlling for health anxiety. CONCLUSIONS These results offer further support to the role of beliefs about the uncontrollability of thoughts in cyberchondria. The implications of the findings are discussed.
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Affiliation(s)
- Sofia Airoldi
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
| | - Daniel C Kolubinski
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
| | - Ana V Nikčević
- Department of Psychology, Kingston University, Kingston Upon Thames, UK
| | - Marcantonio M Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
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42
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Akbari M, Seydavi M, Spada MM, Mohammadkhani S, Jamshidi S, Jamaloo A, Ayatmehr F. The Big Five personality traits and online gaming: A systematic review and meta-analysis. J Behav Addict 2021; 10:611-625. [PMID: 34432645 PMCID: PMC8997197 DOI: 10.1556/2006.2021.00050] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2021] [Revised: 06/28/2021] [Accepted: 07/07/2021] [Indexed: 12/15/2022] Open
Abstract
Online gaming has become an essential form of entertainment with the advent of technology and a large sway of research has been undertaken to understand its various permutations. Previous reviews have identified associations between the Big Five personality traits and online gaming, but a systematic review and meta-analysis on the association between these constructs has yet to be undertaken. In the current study we aimed to fill this gap in the literature through a systematic review and meta-analysis comprising of 17 studies and 25,634 individuals (AgeMean = 26.55, males = 75%). The findings showed that agreeableness, extraversion, openness to experience, and neuroticism were not ubiquitously associated with online gaming. The findings showed that only conscientiousness, across samples, had a protective role in online gaming. Furthermore, there were non-significant variations in the Big Five personality traits associations with online gaming when comparing gamers to the general population, younger versus older participants, casual versus 'hardcore' gamers, and high versus low traits (with the exception of neuroticism). As a result of our observations, the underlying mechanisms of individual differences in online gaming remain unclear. Limitations and future directions for research are discussed.
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Affiliation(s)
- Mehdi Akbari
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran,Corresponding author. E-mail:
| | - Mohammad Seydavi
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Marcantonio M. Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
| | - Shahram Mohammadkhani
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Shiva Jamshidi
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Alireza Jamaloo
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Fatemeh Ayatmehr
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
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43
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Bottesi G, Marino C, Vieno A, Ghisi M, Spada MM. Psychological distress in the context of the COVID-19 pandemic: the joint contribution of intolerance of uncertainty and cyberchondria. Psychol Health 2021; 37:1396-1413. [PMID: 34279150 DOI: 10.1080/08870446.2021.1952584] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
OBJECTIVE To explore the direct and indirect associations between intolerance of uncertainty, health anxiety (HA), and psychological distress through problematic internet use (PIU) and cyberchondria, both before and during the first months of the COVID-19 pandemic. DESIGN Two Italian samples were enrolled via an online questionnaire. Sample 1 (N = 556; 69.3% females, Mage 29.6 years, SD = 13.2) was recruited in non-pandemic times, whereas Sample 2 (N = 575; 74% females, Mage 31.9 years, SD = 13.4) was recruited during the COVID-19 lockdown. MAIN OUTCOME MEASURES Self-report measures assessing HA and psychological distress. RESULTS Two distinct path analyses showed that intolerance of uncertainty was directly associated with HA and psychological distress in both samples. Moreover, cyberchondria partially mediated the relationship between intolerance of uncertainty and HA and PIU partially mediated the relationship between intolerance of uncertainty and psychological distress in both samples. The link between cyberchondria and psychological distress was significant in Sample 2 but non-significant in Sample 1. The model accounted for a substantial variance of HA and psychological distress in both samples. CONCLUSION Our findings suggest that problematic online behaviors might exacerbate the negative consequences of intolerance of uncertainty in terms of higher levels of HA and psychological distress both in pandemic and non-pandemic contexts.
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Affiliation(s)
- Gioia Bottesi
- Department of General Psychology, University of Padova, Padova, Italy
| | - Claudia Marino
- Department of Developmental and Socialization Psychology, University of Padova, Padova, Italy.,Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
| | - Alessio Vieno
- Department of Developmental and Socialization Psychology, University of Padova, Padova, Italy
| | - Marta Ghisi
- Department of General Psychology, University of Padova, Padova, Italy
| | - Marcantonio M Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
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44
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Aydın O, Balıkçı K, Sönmez İ, Ünal-Aydın P, Spada MM. Examining the roles of cognitive flexibility, emotion recognition, and metacognitions in adult Attention Deficit and Hyperactivity Disorder with predominantly inattentive presentation. Clin Psychol Psychother 2021; 29:542-553. [PMID: 34272785 DOI: 10.1002/cpp.2645] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 05/28/2021] [Accepted: 06/28/2021] [Indexed: 11/10/2022]
Abstract
The evaluation of cognitive functions in Attention Deficit and Hyperactivity Disorder (ADHD) is fundamental to improve the efficacy of therapeutic interventions. However, the role of specific higher-order cognitive functions in adult ADHD, including cognitive flexibility, emotion recognition, and metacognitions, remains unclear. Therefore, in the current study, we aimed to examine these three distinct higher-order cognitive functions among adult ADHD individuals. Forty patients with ADHD with predominantly inattentive presentation and 42 healthy controls participated in the study. The Adult Attention Deficit and Hyperactivity Disorder Scale (AADHDS), the Wisconsin Card Sorting Test (WCST), the Reading the Mind in the Eyes Test (RMET), and the Metacognitions Questionnaire-30 (MCQ-30) were administered. Results indicated that patients with ADHD had worse metacognitions scores, in specific subdimensions, relative to healthy controls. However, cognitive flexibility and emotion recognition did not differ between the groups. Moreover, the cognitive confidence subdimension of the MCQ-30 was found to be sole significant predictor in the attention deficit subdimension of the AADHDS. Our findings suggest that lack of cognitive confidence may contribute to ADHD symptomatology despite regularly functioning cognitive flexibility and emotion recognition. Therefore, metacognitions could be a suitable target to alleviate the severity of ADHD symptoms.
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Affiliation(s)
- Orkun Aydın
- Department of Psychology, International University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Kuzeymen Balıkçı
- Department of Psychology, Cyprus Social Sciences University, Nicosia, Cyprus
| | - İpek Sönmez
- Department of Psychiatry, Near East University Faculty of Medicine, Nicosia, Cyprus
| | - Pınar Ünal-Aydın
- Department of Psychology, International University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Marcantonio M Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
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45
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Albery IP, Spada MM. Does alcohol-related desire thinking predict in-the-moment drinking behaviours? Addict Behav 2021; 118:106899. [PMID: 33744619 DOI: 10.1016/j.addbeh.2021.106899] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 02/24/2021] [Accepted: 02/26/2021] [Indexed: 11/19/2022]
Abstract
Desire thinking (voluntary thinking involving a perseverative focusing on desired target-related memories, images, and information), is an important factor in the experience of drinking urges and cravings. Research has not examined the relationship between desire thinking, behavioural intention and the implementation of that behaviour into action, nor how one's past repeated behaviour in situ (expressed as habit) may moderate these relationships. We employed an ad libitum drinking paradigm to provide indirect measures of in-the-moment drinking behaviours (amount poured [mls] and amount consumed [mls]) in a group of eighty-eight self-defined social drinkers immediately after measuring self-reported drinking habit, drinking-related desire thinking, and general drinking behaviour. Results confirmed the predicted positive relationship between desire thinking and in-the-moment drinking behaviour with the effects increasing as a function of rising drinking habit strength. We also observed a dissociation between desire thinking components (verbal perseveration and imaginal prefiguration) in the moderating effects of habit strength on drinking behaviour. For imaginal prefiguration (thoughts related to construction of mental images of a desired target or of its context for consumption) a direct effect on drinking behaviours was shown. In comparison, the effect for verbal perseveration (repetitive self-talk regarding the need to achieve a desired target) was not shown to independently predict drinking-related behaviour but was significantly moderated by increasing drinking-related habit strength. Future work should formulate the nature of this moderating influence on perseverative goal-directed thinking.
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Affiliation(s)
- Ian P Albery
- Centre for Addictive Behaviours Research, School of Applied Sciences, London South Bank University, London, UK.
| | - Marcantonio M Spada
- Centre for Addictive Behaviours Research, School of Applied Sciences, London South Bank University, London, UK
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46
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Albery IP, Spada MM, Nikčević AV. The COVID-19 anxiety syndrome and selective attentional bias towards COVID-19-related stimuli in UK residents during the 2020-2021 pandemic. Clin Psychol Psychother 2021; 28:1367-1378. [PMID: 34169609 PMCID: PMC8426988 DOI: 10.1002/cpp.2639] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 06/14/2021] [Accepted: 06/14/2021] [Indexed: 12/15/2022]
Abstract
The psychological and social effects of the COVID‐19 pandemic are pervasive, and there is potential for a long‐lasting impact on mental health. In the current study, we sought to provide, in a representative sample of UK residents during the third COVID‐19 lockdown in February 2021, further evidence for the validation of the COVID‐19 anxiety syndrome construct. We did this by evaluating the COVID‐19 anxiety syndrome against measures of personality, health anxiety and COVID‐19 anxiety in predicting levels of generalized anxiety and depression and by examining whether increased health anxiety and COVID‐19 psychological distress (COVID‐19 anxiety and COVID‐19 anxiety syndrome) scores were associated with increased attentional bias to COVID‐19‐related stimuli. A series of correlation analyses revealed that neuroticism, health anxiety, COVID‐19 anxiety and COVID‐19 anxiety syndrome scores were positively and significantly correlated with generalized anxiety and depression scores and that the perseveration component of the COVID‐19 anxiety syndrome predicted generalized anxiety and depression scores independently of age, gender, conscientiousness, openness, health anxiety and COVID‐19 anxiety. Furthermore, results indicated that only the total COVID‐19 anxiety syndrome score and the scores on the avoidance and perseveration components were positively and significantly correlated with attentional bias indices. More specifically, the general attentional bias index was only shown to be positively and significantly correlated with the total COVID‐19 anxiety syndrome score and its perseveration component, while slowed disengagement was only shown to be negatively and significantly correlated with the total COVID‐19 anxiety syndrome score and its avoidance component. The implications of these findings are discussed.
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Affiliation(s)
- Ian P Albery
- Centre for Addictive Behaviours Research, School of Applied Sciences, London South Bank University, London, UK
| | - Marcantonio M Spada
- Centre for Addictive Behaviours Research, School of Applied Sciences, London South Bank University, London, UK
| | - Ana V Nikčević
- Department of Psychology, Kingston University, London, UK
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47
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Fearn M, Marino C, Spada MM, Kolubinski DC. Self-critical Rumination and Associated Metacognitions as Mediators of the Relationship Between Perfectionism and Self-esteem. J Ration Emot Cogn Behav Ther 2021; 40:155-174. [PMID: 34177104 PMCID: PMC8211435 DOI: 10.1007/s10942-021-00404-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/25/2021] [Indexed: 10/29/2022]
Abstract
Past research has shown that perfectionism, can negatively impact self-esteem. However, the mediating factors that explain this relationship remain unclear. The current study aimed to investigate whether specific cognitive processes, namely, self-critical rumination and associated metacognitions, mediate this relationship. An opportunity sample of 347 participants completed a battery of online questionnaires measuring clinical perfectionism, self-critical rumination, metacognitions about self-critical rumination, self-esteem, and levels of psychological distress. Several hypotheses were tested to examine the associations between the study variables. Following this, a path analysis was used to determine whether the influence of perfectionistic concerns and perfectionistic striving on self-esteem is mediated by positive metacognitions about self-critical rumination, self-critical rumination, and negative metacognitions about self-critical rumination, serially. Positive metacognitions about self-critical rumination, self-critical rumination, and negative metacognitions about self-critical rumination partially mediated the relationship between perfectionistic concerns and self-esteem and fully mediated the relationship between perfectionistic striving and self-esteem. These results point towards possible interventions for those who struggle with low self-esteem due to their perfectionistic tendencies. Further investigations should explore additional factors that help to explain why perfectionism impacts self-esteem levels, whilst also addressing the limitations of this current research.
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Affiliation(s)
- Monica Fearn
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
| | - Claudia Marino
- Dipartimento Di Psicologia Dello Sviluppo e Della Socializzazione, Universita' di Padova, Padova, Italy
| | - Marcantonio M Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
| | - Daniel C Kolubinski
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
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48
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Akbari M, Spada MM, Nikčević AV, Zamani E. The relationship between fear of COVID-19 and health anxiety among families with COVID-19 infected: The mediating role of metacognitions, intolerance of uncertainty and emotion regulation. Clin Psychol Psychother 2021; 28:1354-1366. [PMID: 34110670 DOI: 10.1002/cpp.2628] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 04/24/2021] [Accepted: 06/03/2021] [Indexed: 01/18/2023]
Abstract
The current study aimed to investigate the mediating role of metacognitions, intolerance of uncertainty and emotion regulation in the relationship between fear of COVID-19 (FC-19) and health anxiety, among families with COVID-19 infected. Participants were 541 individuals from family members of patients with COVID-19 (F = 52.3%, mean age = 41.3 ± 13.2 years). Data were collected with a packet including sociodemographic and risk factors, the Fear of COVID-19 Scale, the Short Health Anxiety Inventory, the Metacognitions Questionnaire 30, the Intolerance of Uncertainty Scale-12 and the Emotion Regulation Questionnaire. Structural equation modelling analyses revealed a full mediation of metacognitions (i.e., positive beliefs about worry, negative beliefs about thoughts concerning uncontrollability and danger, cognitive confidence and beliefs about the need to control thoughts), intolerance of uncertainty and expressive suppression in the relation between FC-19 and health anxiety. Moreover, the strongest indirect links were found between FC-19 and health anxiety through negative beliefs about thoughts concerning uncontrollability and danger and intolerance of uncertainty. These associations were independent of gender and risk status. The final model accounted for 71% of the variance of health anxiety. These findings suggest that particularly metacognitions, intolerance of uncertainty and expressive suppression play a full mediational role in the relation between FC-19 and health anxiety.
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Affiliation(s)
- Mehdi Akbari
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Marcantonio M Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
| | - Ana V Nikčević
- Department of Psychology, School of Law, Social and Behavioural Sciences, Kingston University, Kingston upon Thames, UK
| | - Elahe Zamani
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
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Casale S, Musicò A, Spada MM. A systematic review of metacognitions in Internet Gaming Disorder and problematic Internet, smartphone and social networking sites use. Clin Psychol Psychother 2021; 28:1494-1508. [PMID: 33783920 PMCID: PMC9290093 DOI: 10.1002/cpp.2588] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 03/19/2021] [Accepted: 03/22/2021] [Indexed: 12/11/2022]
Abstract
Background The use of new technologies is growing, and some authors have suggested that frequent use might hide a non‐chemical addiction (i.e., technological addiction). Over the last 5 years, several studies investigating the role of metacognitions in technological addictions have been published. We aim to provide the first systematic review focused on this topic, by updating the initial evidence highlighted by a previous systematic review on metacognitions across addictive behaviours (Hamonniere & Varescon, 2018). Methods Electronic literature databases (Pubmed, PsychINFO, SCOPUS and Web of Science) were searched to identify studies that examined the relationship between metacognitions and four different technological addictions (Internet Gaming Disorder, IGD; problematic Internet use, PIU; problematic smartphone use, PSU; and problematic social networking sites use, PSNSU). Results We found 13 empirical studies published between 2018 and 2021. Positive low to moderate cross‐sectional associations between the four technological addictions and both generic and specific metacognitions were found, in accordance with the metacognitive model of addictive behaviours. Positive beliefs about worry, negative beliefs about thoughts concerning uncontrollability and danger, beliefs about the need to control thoughts and a lack of cognitive confidence were associated with IGD, PIU, PSU and PSNSU. Conclusions The absence of longitudinal studies prevents us from providing definitive answers about the role of metacognitions in technological addictions. Despite this limitation, interventions that target metacognitions could be beneficial for people presenting with technological addictions.
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Affiliation(s)
- Silvia Casale
- Department of Health Sciences, Psychology Unit, University of Florence, Florence, Italy
| | - Alessia Musicò
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Marcantonio M Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK
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Ünal-Aydın P, Obuća F, Aydın O, Spada MM. The role of metacognitions and emotion recognition in problematic SNS use among adolescents. J Affect Disord 2021; 282:1-8. [PMID: 33387741 DOI: 10.1016/j.jad.2020.12.103] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2020] [Revised: 11/13/2020] [Accepted: 12/23/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND AIMS Problematic social networking sites (SNS) use is associated with important psychological problems among adolescents. Nevertheless, research on the aetiology of problematic SNS use is limited. Our aim was to investigate the role of metacognitions and emotion recognition in predicting problematic SNS use during the late adolescence period. METHODS Eight hundred and sixty-one high school students were recruited for the study. Participants completed the Bergen Social Media Addiction Scale (BSMAS), the Metacognitions Questionnaire for Children (MCQ-C), and the Children's Version of Reading the Mind in the Eyes Test (RMET). RESULTS A stepwise multiple linear regression analysis showed that all subdimensions of metacognitions (positive meta-worry, negative meta-worry, superstition, punishment, and responsibility beliefs, and cognitive monitoring), but not emotion recognition, independently predicted the BSMAS total score controlling for daily SNS use. CONCLUSIONS Our findings indicate that maladaptive metacognitions are associated, independently frequency of daily SNS use, to problematic SNS use among late adolescents. Interventions targeting dysfunctional metacognitions may aid adolescents who suffer from the detrimental effects of problematic SNS use.
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Affiliation(s)
- Pınar Ünal-Aydın
- Department of Psychology, Faculty of Arts and Science, International University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Faruk Obuća
- Department of Psychology, Faculty of Arts and Science, International University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Orkun Aydın
- Department of Psychology, Faculty of Arts and Science, International University of Sarajevo, Sarajevo, Bosnia and Herzegovina
| | - Marcantonio M Spada
- Division of Psychology, School of Applied Sciences, London South Bank University, London, UK.
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