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Fuentes Chavez SE, Vera-Calmet VG, Aguilar-Armas HM, Yglesias Alva LA, Arbulú Ballesteros MA, Alegria Silva CE. Social Media Addiction and Procrastination in Peruvian University Students: Exploring the Role of Emotional Regulation and Age Moderation. Healthcare (Basel) 2025; 13:1072. [PMID: 40361850 PMCID: PMC12072059 DOI: 10.3390/healthcare13091072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2025] [Revised: 02/27/2025] [Accepted: 03/11/2025] [Indexed: 05/15/2025] Open
Abstract
Objectives: This study examines the mediating role of emotional regulation in the relationship between social media addiction and irrational procrastination among university students in Trujillo, Peru. Methods: The research employed a non-experimental, explanatory design with latent variables using measurement scales involving 342 university students aged 18 to 36 years. Data collection was carried out using quota sampling using institutional email lists. The findings reveal that social media addiction significantly influences both irrational procrastination and emotional regulation, with age moderating the relationship between emotional regulation and procrastination. Results: The results indicated that social media addiction explained 9.5% of the variance in procrastination and 12% of the variance in emotional regulation. Interestingly, although age alone did not directly predict procrastination, it demonstrated a significant moderating effect when combined with emotional regulation. The study did not find a significant mediating effect of emotional regulation between social media addiction and procrastination. Conclusions: These findings contribute to understanding the complex dynamics between digital behavior, emotional regulation, and academic procrastination, suggesting the need for targeted interventions that consider age-specific approaches to emotional regulation and social media use in the academic setting.
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Affiliation(s)
- Sandra Elizabeth Fuentes Chavez
- Instituto de Investigación en Ciencias y Tecnología, Universidad César Vallejo, Campus Trujillo, Chepen 13001, Peru; (S.E.F.C.); (H.M.A.-A.); (M.A.A.B.); (C.E.A.S.)
| | - Velia Graciela Vera-Calmet
- Instituto de Investigación en Ciencias y Tecnología, Universidad César Vallejo, Campus Trujillo, Chepen 13001, Peru; (S.E.F.C.); (H.M.A.-A.); (M.A.A.B.); (C.E.A.S.)
| | - Haydee Mercedes Aguilar-Armas
- Instituto de Investigación en Ciencias y Tecnología, Universidad César Vallejo, Campus Trujillo, Chepen 13001, Peru; (S.E.F.C.); (H.M.A.-A.); (M.A.A.B.); (C.E.A.S.)
| | - Lucy Angélica Yglesias Alva
- Departamento de Estadística, Facultad de Ciencia Físicas y Matemáticas, Universidad Nacional de Trujillo, Trujillo 13001, Peru;
| | - Marco Agustín Arbulú Ballesteros
- Instituto de Investigación en Ciencias y Tecnología, Universidad César Vallejo, Campus Trujillo, Chepen 13001, Peru; (S.E.F.C.); (H.M.A.-A.); (M.A.A.B.); (C.E.A.S.)
| | - Cristian Edgardo Alegria Silva
- Instituto de Investigación en Ciencias y Tecnología, Universidad César Vallejo, Campus Trujillo, Chepen 13001, Peru; (S.E.F.C.); (H.M.A.-A.); (M.A.A.B.); (C.E.A.S.)
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Kirchner-Krath J, Schmidt-Kraepelin M, Schmähl K, Schütz C, Morschheuser B, Sunyaev A. Behavior Change Support Systems for Self-Treating Procrastination: Systematic Search in App Stores and Analysis of Motivational Design Archetypes. J Med Internet Res 2025; 27:e65214. [PMID: 39977017 PMCID: PMC11888082 DOI: 10.2196/65214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Revised: 12/17/2024] [Accepted: 12/26/2024] [Indexed: 02/22/2025] Open
Abstract
BACKGROUND The phenomenon of procrastination refers to an individual's conscious decision to postpone the completion of tasks despite being aware of its adverse consequences in the future. Extant research in this field shows that procrastination is associated with increased levels of anxiety and stress and the likelihood of developing depression and calls for the development of suitable interventions that support individuals in making lasting positive changes to their procrastination behaviors. In parallel, practice has produced a plethora of behavior change support systems (BCSSs) that aim to provide a low-threshold, accessible alternative to in-person therapeutic approaches. Most of these BCSSs can be considered motivational BCSSs that combine functional, utilitarian components with hedonic and eudaimonic design elements to empower self-treatment. Although early studies have suggested the potential benefits of such BCSSs, research on understanding their specific design characteristics and support of individuals in self-treating procrastination is still in its infancy. OBJECTIVE In response to this gap between practice and research, we aimed to analyze and systemize the multitude of practical design efforts in motivational BCSSs for the self-treatment of procrastination and identify the main design archetypes that have emerged. METHODS We conducted a 3-step research approach. First, we identified 127 behavior change support apps for procrastination through a systematic screening process in the German and US Apple App Store and Google Play Store. Second, we systematically coded the identified apps in terms of the behavior change techniques targeted by their functional design and hedonic or eudaimonic design elements. Third, we conducted a 2-step cluster analysis to identify archetypes of motivational design in behavior change support apps to combat procrastination. RESULTS A variety of motivational designs have been developed and implemented in practice, and our analysis identified five main archetypes: (1) structured progress monitor, (2) self-improvement guide, (3) productivity adventure, (4) emotional wellness coach, and (5) social focus companion. The identified archetypes target different psychological determinants of procrastination and successfully use a variety of hedonic and eudaimonic design elements that extend beyond the current state of research. CONCLUSIONS The results of our study provide a foundation for future research endeavors that aim to examine the comparative effects of motivational design archetypes and develop more effective interventions tailored to individual needs. For practitioners, the findings reveal the contemporary design space of motivational BCSSs to support the self-treatment of procrastination and may serve as blueprints that can guide the design of future systems. For individuals seeking support and health professionals treating procrastination, our study systemizes the landscape of apps, thereby facilitating the selection of one that best aligns with the patient's individual needs.
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Affiliation(s)
- Jeanine Kirchner-Krath
- School of Business, Economics and Society, Friedrich-Alexander-Universität Erlangen-Nürnberg, Nuremberg, Germany
| | | | - Katharina Schmähl
- School of Business, Economics and Society, Friedrich-Alexander-Universität Erlangen-Nürnberg, Nuremberg, Germany
| | - Christoph Schütz
- School of Business, Economics and Society, Friedrich-Alexander-Universität Erlangen-Nürnberg, Nuremberg, Germany
| | - Benedikt Morschheuser
- School of Business, Economics and Society, Friedrich-Alexander-Universität Erlangen-Nürnberg, Nuremberg, Germany
- Gamification Research Group, Faculty of Information Systems and Applied Computer Sciences, University of Bamberg, Bamberg, Germany
| | - Ali Sunyaev
- School of Computation, Information, and Technology, Technical University of Munich Campus Heilbronn, Heilbronn, Germany
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Sommantico M, Postiglione J, Fenizia E, Parrello S. Procrastination, Perfectionism, Narcissistic Vulnerability, and Psychological Well-Being in Young Adults: An Italian Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:1056. [PMID: 39200666 PMCID: PMC11353843 DOI: 10.3390/ijerph21081056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 08/04/2024] [Accepted: 08/10/2024] [Indexed: 09/02/2024]
Abstract
Procrastination is generally regarded as a dysfunctional tendency to postpone tasks, due to its consequences on performance and psychological well-being. Previous research has indicated that it is linked to perfectionism and narcissism, but with mixed results. The present study explored the interaction between procrastination, perceived parental expectations, multidimensional perfectionism, and narcissism in a sample of 548 Italian young adults aged 18-35 years (M = 23.9; SD = 4.3). Participants completed an online survey consisting of a sociodemographic questionnaire and psychometric measures assessing the constructs of interest. The results showed that: (a) procrastination was positively correlated with socially prescribed perfectionism only, which, in turn, was positively correlated with perceived parental expectations and criticism, and both narcissistic grandiosity and vulnerability; (b) perceived parental expectations and criticism and narcissistic vulnerability had a positive effect on socially prescribed perfectionism, while procrastination had a negative one; and (c) narcissistic vulnerability mediated the relationship between socially prescribed perfectionism and procrastination. Taken together, the findings contribute to a better understanding of the link between procrastination, perfectionism, and narcissism in young adults, and highlight the relevance of contemporary parenting styles and the current sociocultural background for understanding dilatory behaviors.
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Affiliation(s)
- Massimiliano Sommantico
- Department of Humanities, University of Naples Federico II, Via Porta di Massa 1, 80133 Naples, Italy; (J.P.); (E.F.); (S.P.)
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Jochmann A, Gusy B, Lesener T, Wolter C. Procrastination, depression and anxiety symptoms in university students: a three-wave longitudinal study on the mediating role of perceived stress. BMC Psychol 2024; 12:276. [PMID: 38755730 PMCID: PMC11100206 DOI: 10.1186/s40359-024-01761-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 05/02/2024] [Indexed: 05/18/2024] Open
Abstract
BACKGROUND It is generally assumed that procrastination leads to negative consequences. However, evidence for negative consequences of procrastination is still limited and it is also unclear by which mechanisms they are mediated. Therefore, the aim of our study was to examine the harmful consequences of procrastination on students' stress and mental health. We selected the procrastination-health model as our theoretical foundation and tried to evaluate the model's assumption that trait procrastination leads to (chronic) disease via (chronic) stress in a temporal perspective. We chose depression and anxiety symptoms as indicators for (chronic) disease and hypothesized that procrastination leads to perceived stress over time, that perceived stress leads to depression and anxiety symptoms over time, and that procrastination leads to depression and anxiety symptoms over time, mediated by perceived stress. METHODS To examine these relationships properly, we collected longitudinal data from 392 university students at three occasions over a one-year period and analyzed the data using autoregressive time-lagged panel models. RESULTS Procrastination did lead to depression and anxiety symptoms over time. However, perceived stress was not a mediator of this effect. Procrastination did not lead to perceived stress over time, nor did perceived stress lead to depression and anxiety symptoms over time. CONCLUSIONS We could not confirm that trait procrastination leads to (chronic) disease via (chronic) stress, as assumed in the procrastination-health model. Nonetheless, our study demonstrated that procrastination can have a detrimental effect on mental health. Further health outcomes and possible mediators should be explored in future studies.
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Affiliation(s)
- Anna Jochmann
- Division of Prevention and Psychosocial Health Research, Department of Education and Psychology, Freie Universität Berlin, Habelschwerdter Allee 45, 14195, Berlin, Germany.
| | - Burkhard Gusy
- Division of Prevention and Psychosocial Health Research, Department of Education and Psychology, Freie Universität Berlin, Habelschwerdter Allee 45, 14195, Berlin, Germany.
| | - Tino Lesener
- Division of Prevention and Psychosocial Health Research, Department of Education and Psychology, Freie Universität Berlin, Habelschwerdter Allee 45, 14195, Berlin, Germany
| | - Christine Wolter
- Division of Prevention and Psychosocial Health Research, Department of Education and Psychology, Freie Universität Berlin, Habelschwerdter Allee 45, 14195, Berlin, Germany
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Rogowska AM, Cincio A. Procrastination Mediates the Relationship between Problematic TikTok Use and Depression among Young Adults. J Clin Med 2024; 13:1247. [PMID: 38592070 PMCID: PMC10932071 DOI: 10.3390/jcm13051247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Revised: 01/09/2024] [Accepted: 02/20/2024] [Indexed: 04/10/2024] Open
Abstract
Background: Although the prevalence of depression has increased significantly in recent years, especially in the young adult population, little is known about its causes and risk factors. The study aims to examine the mediating role of TikTok use in the relationships between procrastination and depression in young adults. Methods: A sample of 448 adults, ranging in age from 18 to 35 years (M = 24.45, SD = 3.76), including 214 men (48%), participated in the study. The cross-sectional survey consists of a modified Bergen Facebook Addiction Scale (BFAS) to assess problematic TikTok use (PTTU), the Pure Procrastination Scale (PPS) for procrastination measurement, and the nine-item Patient Health Questionnaire (PHQ-9) for screening depression symptoms. Results: The independent samples t-test indicates that emerging adults (ages ranging between 18 and 25 years) have more severe depression symptoms than young adults (26-35 years old). Gender differences were not found for procrastination, PTTU, and depression symptoms. Positive correlations were found between procrastination, PTTU, and depression symptoms. PTTU plays a mediating role in the associations between procrastination and depression. Conclusions: Both procrastination and PTTU treatment should be prioritized in the prevention and intervention programs for improving mental health among young adults. Some effective therapeutic methods are recommended.
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Mutter A, Küchler AM, Idrees AR, Kählke F, Terhorst Y, Baumeister H. StudiCare procrastination - Randomized controlled non-inferiority trial of a persuasive design-optimized internet- and mobile-based intervention with digital coach targeting procrastination in college students. BMC Psychol 2023; 11:273. [PMID: 37700387 PMCID: PMC10496391 DOI: 10.1186/s40359-023-01312-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 09/05/2023] [Indexed: 09/14/2023] Open
Abstract
BACKGROUND Academic procrastination is widespread among college students. Procrastination is strongly negatively correlated with psychological well-being, thus early interventions are needed. Internet- and mobile-based cognitive behavioral therapy (iCBT) could provide a low-threshold treatment option. Human guidance seems to be a decisive mechanism of change in iCBT. Persuasive design optimization of iCBT and guidance by a digital coach might represent a resource-saving alternative. The study evaluated the non-inferiority of a digital coach in comparison to human guidance with regard to the primary outcome procrastination. METHODS The iCBT StudiCare procrastination was optimized by principles of the Persuasive System Design (PSD). A total of 233 college students were randomly assigned to either StudiCare procrastination guided by a digital coach (intervention group, IG) or by a human eCoach (control group, CG). All participants were assessed at baseline, 4-, 8- and 12-weeks post-randomization. Symptom change and between-group differences were assessed with latent growth curve models and supported by effect size levels. The non-inferiority margin was set at Cohen's d = - 0.3. RESULTS The primary outcome procrastination measured by the Irrational Procrastination scale (IPS) significantly decreased across groups (γ = - 0.79, p < .001, Cohen's d = -0.43 to -0.89) from baseline to 12-weeks post-randomization. There were no significant differences between groups (γ = -0.03, p = .84, Cohen's d = -0.03 to 0.08). Regarding symptoms of depression, no significant time x group effect was found (γ = 0.26, p = .09; Cohen's d = -0.15 to 0.21). There was also no significant time x group effect on the improvement of symptoms of anxiety (γ = 0.25, p = .09). However, Cohen's ds were above the non-inferiority margin 8-weeks (Cohen's d = 0.51) and 12-weeks post-randomization (Cohen's d = 0.37), preferring the CG. Of the IG, 34% and of the CG, 36% completed 80% of the modules. CONCLUSIONS The PSD optimized version of StudiCare procrastination is effective in reducing procrastination. The digital coach was not inferior to human guidance. Guidance by a digital coach in iCBT against procrastination for college students could be a resource-saving alternative to human guidance. TRIAL REGISTRATION The trial was registered at the WHO International Clinical Trials Registry Platform via the German Clinical Trial Register (ID: DRKS00025209, 30/04/2021).
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Affiliation(s)
- Agnes Mutter
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, Faculty of Engineering, Ulm University, Ulm, Germany.
| | - A-M Küchler
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, Faculty of Engineering, Ulm University, Ulm, Germany
| | - A R Idrees
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, Faculty of Engineering, Ulm University, Ulm, Germany
- Institute of Databases and Information Systems (DBIS), Ulm University, Ulm, Germany
| | - F Kählke
- Department of Sport and Health Sciences, Professorship of Psychology and Digital Mental Health Care, Technische Universität München, Munich, Germany
| | - Y Terhorst
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, Faculty of Engineering, Ulm University, Ulm, Germany
| | - H Baumeister
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, Faculty of Engineering, Ulm University, Ulm, Germany
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Exploring research trends of procrastination: a bibliometric analysis during 2010 to 2020. BENCHMARKING-AN INTERNATIONAL JOURNAL 2023. [DOI: 10.1108/bij-10-2021-0578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
PurposeThe aim of this paper is to offer insight into procrastination over the past decade using bibliometric analysis to gauge the evolving journey of this concept. Thus, the concept of procrastination is examined in terms of authors, affiliating institutions, countries, citation patterns, bibliometric coupling and co-occurrence analysis.Design/methodology/approachFor exploring the research work on procrastination, the bibliometric analysis was conducted for co-authorship, co-occurrence of keywords, citation network analysis, most influential authors, document and country wise bibliometric coupling by taking 630 publications between the years 2010–2020 into consideration. Software like VOSviewer and Tableau was used for result analysis. In addition, the content analysis was used for the top research papers amongst the eleven different clusters.FindingsThe study reveals the nature and direction of research over the past decade on procrastination. The most prominent journals, authors, articles, institutions, countries and keywords have been identified. The topic shows an upward trend of research as no consolidation or maturity in the pattern is observed. Frontiers In Psychology had the highest number of publications followed by Personality And Individual Differences. The top three contributors are Sirosis, F.M., Feng, T. and Ferrari, J.R. The country-wise analysis shows the USA leading followed by Germany, China and Canada. UiT The Arctic University of Norway was having the most significant contribution followed by The Ohio State University, DePaul University and Tel Hai Academic College. The most prominent themes and documents are reported. In addition, the content analysis depicted the need to conduct the research work on the certain themes which may usher the researchers towards more conceptual clarity and strategizing.Originality/valueSufficient discourse and relevant literature are available about procrastination, bedtime procrastination and academic procrastination and related areas. However, procrastination is becoming a universal issue, especially in the field of human resources and workforce development. This paper attempts to facilitate the policy-makers, regulators, researchers and practitioners to explore allied and less explored areas of procrastination that need future investigation.
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