1
|
Idrees AR, Beierle F, Mutter A, Kraft R, Garatva P, Baumeister H, Reichert M, Pryss R. Engagement analysis of a persuasive-design-optimized eHealth intervention through machine learning. Sci Rep 2024; 14:21427. [PMID: 39271759 PMCID: PMC11399129 DOI: 10.1038/s41598-024-72162-z] [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: 05/31/2024] [Accepted: 09/04/2024] [Indexed: 09/15/2024] Open
Abstract
The challenge of sustaining user engagement in eHealth interventions is a pressing issue with significant implications for the effectiveness of these digital health tools. This study investigates user engagement in a cognitive-behavioral therapy-based eHealth intervention for procrastination, using a dataset from a randomized controlled trial of 233 university students. Various machine learning models, including Decision Tree, Gradient Boosting, Logistic Regression, Random Forest, and Support Vector Machines, were employed to predict patterns of user engagement. The study adopted a two-phase analytical approach. In the first phase, all features of the dataset were included, revealing 'total_minutes'-the total time participants spent on the intervention and the eHealth platform-as the most significant predictor of engagement. This finding emphasizes the intuitive notion that early time spent on the platform and the intervention is a strong indicator of later user engagement. However, to gain a deeper understanding of engagement beyond this predominant metric, the second phase of the analysis excluded 'total_minutes'. This approach allowed for the exploration of the roles and interdependencies of other engagement indicators, such as 'number_intervention_answersheets'-the number of completed lessons, 'logins_first_4_weeks'-login frequency, and 'number_diary_answersheets'-the number of completed diaries. The results from this phase highlighted the multifaceted nature of engagement, showing that while 'total_minutes' is strongly correlated with engagement, indicating that more engaged participants tend to spend more time on the intervention, the comprehensive engagement profile also depends on additional aspects like lesson completions and frequency of platform interactions.
Collapse
Affiliation(s)
- Abdul Rahman Idrees
- Institute of Databases and Information Systems, 89081, Ulm, Germany.
- Department of Clinical Psychology and Psychotherapy, 89081, Ulm, Germany.
| | - Felix Beierle
- Institute of Clinical Epidemiology and Biometry, 97070, Würzburg, Germany
- National Institute of Informatics, Tokyo, 101-8430, Japan
| | - Agnes Mutter
- Department of Clinical Psychology and Psychotherapy, 89081, Ulm, Germany
| | - Robin Kraft
- Institute of Clinical Epidemiology and Biometry, 97070, Würzburg, Germany
- Institute of Medical Data Science, University Hospital Würzburg, 97080, Würzburg, Germany
| | - Patricia Garatva
- Department of Clinical Psychology and Psychotherapy, 89081, Ulm, Germany
| | - Harald Baumeister
- Department of Clinical Psychology and Psychotherapy, 89081, Ulm, Germany
| | - Manfred Reichert
- Institute of Databases and Information Systems, 89081, Ulm, Germany
| | - Rüdiger Pryss
- Institute of Clinical Epidemiology and Biometry, 97070, Würzburg, Germany
- Institute of Medical Data Science, University Hospital Würzburg, 97080, Würzburg, Germany
| |
Collapse
|
2
|
Åsberg K, Löf M, Bendtsen M. Effects of a single session low-threshold digital intervention for procrastination behaviors among university students (Focus): Findings from a randomized controlled trial. Internet Interv 2024; 36:100741. [PMID: 38623085 PMCID: PMC11016779 DOI: 10.1016/j.invent.2024.100741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 03/28/2024] [Accepted: 04/03/2024] [Indexed: 04/17/2024] Open
Abstract
Introduction Procrastination behaviors are common among university students, and have been found to be associated with stress, symptoms of depression, anxiety, and poorer academic performance. There is a need for interventions that can reach students at scale, and therefore this study aimed to estimate the effects of a single session low-threshold digital intervention (Focus) for procrastination behaviors among university students in Sweden. Methods and analysis A two-arm, parallel groups (1:1), single blind randomized controlled trial was conducted between February 8 to April 26, 2023. The study used email to invite university students across Sweden to participate in the trial. Both the intervention and the control group were invited to assess their current procrastination behaviors using the Pure Procrastination Scale (PPS). The intervention group immediately received feedback and behavior change advice by means of an interactive website, while the control group was shown their total PPS score without any further feedback. Students were included in the study if they scored 20 points or more on the PPS. Our primary outcome was procrastination behavior measured at 2 months post-randomization. Analyses were conducted using multilevel regression models estimated with Bayesian inference. Results A total of 2209 participants (intervention: 1109, control: 1100) were randomized. The average age of participants was 26.4 years (SD = 7.8) and 65 % were women (n = 1442). The mean PPS score at baseline was 35.6 points (of a maximum of 60). Primary outcome data were available for 45 % (n = 498) of the intervention group and 55 % (n = 601) of the control group. The evidence suggested no marked difference between groups regarding any of the outcomes, although there was weak evidence of lower physical activity in the intervention group. Qualitative findings from open-ended responses uncovered a variety of views on procrastination and perceived problems that may follow. Those not feeling supported by Focus explained having troubles adopting the advice given and converting their intentions into action without more continuous support. Conclusions Access to a single session of feedback and behavior change advice by means of an interactive website did not produce differential self-reported procrastination among university students who took the opportunity to self-assess their behaviors. The findings are limited by assessment reactivity due to screening at baseline and attrition to follow-up.
Collapse
Affiliation(s)
- Katarina Åsberg
- Department of Health, Medicine and Caring Sciences, Linköping University, Sweden
| | - Marie Löf
- Department of Biosciences and Nutrition, Karolinska Institute, Sweden
| | - Marcus Bendtsen
- Department of Health, Medicine and Caring Sciences, Linköping University, Sweden
| |
Collapse
|
3
|
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.
Collapse
|
4
|
Ozmen S, Amarnath A, Struijs S, de Wit L, Cuijpers P. A Guided Web-Based Intervention Targeting Procrastination in College Students: Protocol for an Open Trial. JMIR Res Protoc 2023; 12:e44907. [PMID: 37921841 PMCID: PMC10656662 DOI: 10.2196/44907] [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: 12/08/2022] [Revised: 05/22/2023] [Accepted: 06/15/2023] [Indexed: 11/04/2023] Open
Abstract
BACKGROUND Academic procrastination is a widespread problem among college students. It is linked to poor academic performance and increased college dropout intentions, as well as several mental health problems such as depression, anxiety, and stress. Guided web-based interventions can help reduce procrastination. However, guidance by professional clinicians draws upon valuable and limited societal resources, and a more efficient, scalable form of guidance is needed. Guidance by trained clinical psychology students has not yet been examined. OBJECTIVE The aim of this open trial is to examine the feasibility and acceptability of a web-based procrastination intervention for college students under the guidance of student digital coaches (e-coaches). METHODS We developed a single-arm trial of a guided web-based intervention targeting procrastination for the Dutch student population. Guidance is delivered by trained clinical psychology students asynchronously in the form of textual feedback on intervention progress, with the aim of supporting and motivating the participant. Participants are recruited at 7 Dutch universities. Primary outcomes are intervention satisfaction, usability, and adherence, which are assessed by the Client Satisfaction Scale (CSQ-8), System Usability Scale (SUS-10), and number of completed modules, respectively. The primary outcomes will be examined by calculating descriptive statistics. Secondary outcomes are e-coach satisfaction and changes to procrastination, depression, stress, and quality of life from pre- to posttest and follow-up. RESULTS The project was funded in 2019, and recruitment began in January 2021. As of May 2023, a total of 985 participants were enrolled, of which 372 had completed the posttest and 192 had completed the follow-up. The expected date of analysis and publication of the results is 2024. CONCLUSIONS The results are expected to contribute to the body of literature regarding eHealth in 3 ways. First, we will examine whether students who procrastinate adhere to and are satisfied with an eHealth intervention targeting this problem. Second, we will explore whether an intervention targeting procrastination can also decrease depression and stress. Lastly, we will investigate whether trained psychology students can effectively guide their peers in web-based interventions. Given the shortage of licensed psychologists, exploring alternative sources of guidance is much needed in order to provide students with the mental health support they need. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/44907.
Collapse
Affiliation(s)
- Sevin Ozmen
- Department of Clinical Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Arpana Amarnath
- Department of Clinical Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Sascha Struijs
- Department of Clinical Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Leonore de Wit
- Department of Clinical Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Pim Cuijpers
- Department of Clinical Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| |
Collapse
|
5
|
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: 0] [Impact Index Per Article: 0] [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).
Collapse
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
| |
Collapse
|
6
|
Åsberg K, Bendtsen M. Evaluating the effectiveness of a brief digital procrastination intervention targeting university students in Sweden: study protocol for the Focus randomised controlled trial. BMJ Open 2023; 13:e072506. [PMID: 37479522 PMCID: PMC10364182 DOI: 10.1136/bmjopen-2023-072506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 07/10/2023] [Indexed: 07/23/2023] Open
Abstract
INTRODUCTION The concept of procrastination can be described as a conscious, yet irrational, postponement of important tasks or decisions-despite awareness that the delay may lead to negative consequences. Procrastination behaviours are common among university students and is often described as a failure of self-regulation, and the behaviour is associated with stress, symptoms of depression and anxiety, poorer academic performance and negative effects on overall health and well-being. METHODS AND ANALYSIS A two-arm, parallel groups (1:1), single-blind randomised controlled trial will be conducted to assess the effectiveness of a brief digital procrastination intervention (Focus) among university students in Sweden. The intervention consists of a screening and feedback component based on Pure Procrastination Scale (PPS) score, allowing intervention participants to assess their current procrastination behaviours and receive behaviour change advice. Participants in the control group will be shown their total PPS score without any further feedback. Monte Carlo simulations (assuming a standardised effect of 0.35 Cohen's d of the intervention on the primary outcome, to at least 80% of the time estimate a posterior probability of effect of at least 95%) indicated that data from 1000 participants are required for analysis, meaning that 2000 participants are required to be randomised when assuming a 50% attrition rate. The primary outcome will be procrastination behaviour measured at 2 months postrandomisation. Secondary outcomes will be anxiety and stress symptoms and lifestyle behaviours. Outcomes will be analysed using multilevel regression models estimated using Bayesian inference. ETHICS AND DISSEMINATION The study was approved by the Swedish Ethical Review Authority on 2022-08-24 (dnr 2022-00353). Students will be asked to give informed consent before participation and after having been given information about the study. The results will be submitted for publication in open access, peer-reviewed journals. TRIAL REGISTRATION NUMBER ISRCTN13533793.
Collapse
Affiliation(s)
- Katarina Åsberg
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Marcus Bendtsen
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| |
Collapse
|
7
|
D’Adamo L, Paraboschi L, Grammer AC, Fennig M, Graham AK, Yaeger LH, Newman MG, Wilfley DE, Taylor CB, Eisenberg D, Fitzsimmons-Craft EE. Reach and uptake of digital mental health interventions based on cognitive-behavioral therapy for college students: A systematic review. JOURNAL OF BEHAVIORAL AND COGNITIVE THERAPY 2023; 33:97-117. [PMID: 37724304 PMCID: PMC10506850 DOI: 10.1016/j.jbct.2023.05.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/20/2023]
Abstract
Background Mental health problems are increasing in prevalence among college students, yet few students receive treatment due to barriers such as insufficient resources in college counseling centers. Digital mental health interventions (DMHIs) have potential to overcome barriers and offer accessible, evidence-based care to college students. However, to evaluate the true public health impact of evidence-based DMHIs, it is important to assess the reach and uptake rates of DMHIs on college campuses. Objectives We conducted a systematic review to examine the reach (i.e., % of invited students who express interest) and uptake (i.e., % of enrolled participants who initiate an intervention) of DMHIs based on cognitive-behavioral therapy (CBT) for college students. Methods Eight databases were searched. Inclusion criteria included: (1) college population; (2) experimental design; (3) CBT-based intervention; (4) intervention targeting specific mental health conditions; and (5) digital intervention. Reach and uptake rates were calculated from data reported. A systematic narrative review framework was used to synthesize results. Results Of 10,315 articles screened, 90 were included. Seventeen studies (19%) reported sufficient data to calculate reach; 35 studies (39%) reported uptake rates. Of studies that reported reach or uptake, most evaluated unguided (n = 20) or guided (n = 16) self-help programs. Measurement methods varied widely. Overall reach was low, whereas uptake was high among enrolled participants. Discussion Despite evidence that improving reach and uptake can increase the public health impact of DMHIs, most studies did not report on either outcome. Suggested practices to improve these outcomes, and their reporting, are discussed.
Collapse
Affiliation(s)
- Laura D’Adamo
- Department of Psychiatry, Washington University School of Medicine, Mailstop 8134-29-2100, 660 S. Euclid Ave., St. Louis, MO 63110, USA
- Department of Psychological and Brain Sciences and Center for Weight, Eating, and Lifestyle Science (WELL Center), Drexel University, 3201 Chestnut St. Philadelphia, PA 19104, USA
| | - Layna Paraboschi
- Department of Psychiatry, Washington University School of Medicine, Mailstop 8134-29-2100, 660 S. Euclid Ave., St. Louis, MO 63110, USA
| | - Anne Claire Grammer
- Department of Psychiatry, Washington University School of Medicine, Mailstop 8134-29-2100, 660 S. Euclid Ave., St. Louis, MO 63110, USA
| | - Molly Fennig
- Department of Psychiatry, Washington University School of Medicine, Mailstop 8134-29-2100, 660 S. Euclid Ave., St. Louis, MO 63110, USA
| | - Andrea K. Graham
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, 633 N St Clair St, Chicago, IL 60611, USA
| | - Lauren H. Yaeger
- Washington University School of Medicine, 660 S Euclid Ave, St. Louis, MO 63110, USA
| | - Michelle G. Newman
- Department of Psychology, The Pennsylvania State University, 371 Moore Building, University Park, PA 16801, USA
| | - Denise E. Wilfley
- Department of Psychiatry, Washington University School of Medicine, Mailstop 8134-29-2100, 660 S. Euclid Ave., St. Louis, MO 63110, USA
| | - C. Barr Taylor
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, 401 Quarry Road, Stanford, CA 94305, USA
- Center for m Health, Palo Alto University, 5150 El Camino Real, Los Altos, CA 94022, USA
| | - Daniel Eisenberg
- Department of Health Policy and Management, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Ellen E. Fitzsimmons-Craft
- Department of Psychiatry, Washington University School of Medicine, Mailstop 8134-29-2100, 660 S. Euclid Ave., St. Louis, MO 63110, USA
| |
Collapse
|
8
|
Amarnath A, Ozmen S, Struijs SY, de Wit L, Cuijpers P. Effectiveness of a guided internet-based intervention for procrastination among university students - A randomized controlled trial study protocol. Internet Interv 2023; 32:100612. [PMID: 36922962 PMCID: PMC10009202 DOI: 10.1016/j.invent.2023.100612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 02/27/2023] [Accepted: 02/28/2023] [Indexed: 03/06/2023] Open
Abstract
Procrastination is a widespread problem that is highly prevalent among the young adult population and is associated with several negative consequences. However, current evidence on the effectiveness of e-health interventions for procrastination either lack a comparison to an inactive control, do not include a student population or are of poor quality. This protocol describes the design of a trial that will overcome these limitations and examine the effectiveness of a guided internet-based intervention (GetStarted) to reduce problematic procrastinating behaviors in college students compared to a waitlist control. This study will be a two-armed randomized controlled trial with a calculated sample size of N = 176. Participants will be students from seven universities in the Netherlands. The intervention group will receive a four-week e-coach-guided intervention for procrastination. The waitlist control group will get access to treatment four weeks after randomization. Assessments will take place at baseline, post-test (4 weeks post-baseline) and follow-up (6 months post-baseline). Data will be analyzed with an intent-to-treat principle. The primary outcome is change in procrastination behaviors measured on the Irrational Procrastination scale (IPS). Secondary outcomes are depression, anxiety, stress, and quality of life. Additionally, sociodemographic characteristics of the participants, satisfaction with treatment, program usability, satisfaction with e-coach and treatment adherence will be examined as potential moderators. The results from this study can build evidence for the effectiveness of a guided internet-based intervention for treating procrastination in college students. Should it be effective, GetStarted could provide a flexible, low-intense and cost-effective treatment for procrastination and prevent common mental health problems in college students. Trial registration This trial is registered at ClinicalTrials.gov Protocol Registration and Results System (Trial number: NCT05478096).
Collapse
Affiliation(s)
- Arpana Amarnath
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands
| | - Sevin Ozmen
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands
| | - Sascha Y Struijs
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands.,Institute of Clinical Psychology, Leiden University, Leiden, the Netherlands
| | - Leonore de Wit
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands
| | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands.,WHO Collaborating Centre for Research and Dissemination of Psychological Interventions
| |
Collapse
|
9
|
Zhou Y, Wang J. Internet-based self-help intervention for procrastination: randomized control group trial protocol. Trials 2023; 24:82. [PMID: 36747265 PMCID: PMC9900198 DOI: 10.1186/s13063-023-07112-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 01/22/2023] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Procrastination or "postponing until later" is a common phenomenon defined as the intentional delay in partaking in and finishing important activities despite negative outcomes potentially outweighing the positive. Procrastination adversely affects mental health, academic performance, and career achievement. Although studies on procrastination intervention methods and effectiveness exist, utility and cost-effectiveness are limited by various factors, including practitioner availability and skills, barriers to participant participation, and the time investment required by participants. Thus, internet-based interventions could increase the availability of evidence-based treatments for adult procrastination. METHODS This study explored the efficacy of an online-based self-help intervention in the context of voluntary procrastination among undergraduate psychology students. The study design is a randomized controlled trial. Participants who self-reported procrastination-related problems and behaviours were included in the trial consisting of two groups; specifically, one group undergoing a self-directed internet-based intervention for coping with procrastination (N=160) and (2) another group with delayed access to the intervention programmes (waitlist control group; N=160). Follow-up assessments were scheduled 6 and 12 weeks after baseline, and the control group received the intervention after 12 weeks. Procrastination, measured by the Irrational Procrastination Scale and the Simple Procrastination Scale, was examined as the primary outcome. Meanwhile, secondary outcomes included susceptibility, stress, depression, anxiety, well-being, self-efficacy, time management strategies, self-control, cognition, and emotion regulation. Other measures comprised acceptability (e.g., intervention satisfaction, potential side effects, and expectations) and learning behaviour analysis to reflect adherence. DISCUSSION This randomized controlled trial will provide data on the effectiveness of online interventions for adult procrastination. If deemed effective, this low-cost, high-coverage internet-based intervention could aid more people who seek to address their procrastination. TRIAL REGISTRATION Chinese Clinical Trial Registry. https://www.chictr.org.cn/showproj.aspx?proj=171246 .
Collapse
Affiliation(s)
- Ying Zhou
- School of Education, Beijing Open University, Beijing, 100081, People's Republic of China.
| | - Jianhua Wang
- grid.24539.390000 0004 0368 8103School of Foreign Languages, Renmin University of China, Beijing, 100872 People’s Republic of China
| |
Collapse
|
10
|
Berg I, Hovne V, Carlbring P, Bernhard-Oettel C, Oscarsson M, Mechler J, Lindqvist K, Topooco N, Andersson G, Philips B. "Good job!": Therapists' encouragement, affirmation, and personal address in internet-based cognitive behavior therapy for adolescents with depression. Internet Interv 2022; 30:100592. [PMID: 36439193 PMCID: PMC9682339 DOI: 10.1016/j.invent.2022.100592] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 11/10/2022] [Accepted: 11/14/2022] [Indexed: 11/16/2022] Open
Abstract
Internet-delivered interventions are generally effective for psychological problems. While the presence of a clinician guiding the client via text messages typically leads to better outcomes, the characteristics of what constitutes high-quality communication are less well investigated. This study aimed to identify how an internet therapist most effectively communicates with clients in internet-delivered cognitive behavioral therapy (ICBT). Using data from a treatment study of depressed adolescents with a focus on participants who had a positive outcome, messages from therapists were analyzed using thematic analysis. The study focused on the therapist's 1) encouragement and 2) affirmation, and how the therapists used 3) personal address. The analysis resulted in a total of twelve themes (Persistence Wins, You Are a Superhero, You Make Your Luck, You Understand, Hard Times, You Are Like Others, My View on the Matter, Time for a Change, Welcome In, Let Me Help You, You Affect Me, and I Am Human). Overall, the themes form patterns where treatment is described as hard work that requires a motivated client who is encouraged by the therapist. The findings are discussed based on the cognitive behavioral theoretical foundation of the treatment, prior research on therapist behaviors, and the fact that the treatment is provided over the internet.
Collapse
Affiliation(s)
- Ida Berg
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Vera Hovne
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Per Carlbring
- Department of Psychology, Stockholm University, Stockholm, Sweden,Corresponding author at: Department of Psychology, Stockholm University, SE-106 91 Stockholm, Sweden.
| | | | - Martin Oscarsson
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Jakob Mechler
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Karin Lindqvist
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Naira Topooco
- Department of Psychology, Uppsala University, Uppsala, Sweden,Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
| | - Gerhard Andersson
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden,Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden,Center for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet and Stockholm Health Care Services, Stockholm County Council, Stockholm, Sweden
| | - Björn Philips
- Department of Psychology, Stockholm University, Stockholm, Sweden
| |
Collapse
|
11
|
Rozental A, Forsström D, Hussoon A, Klingsieck KB. Procrastination Among University Students: Differentiating Severe Cases in Need of Support From Less Severe Cases. Front Psychol 2022; 13:783570. [PMID: 35369255 PMCID: PMC8965624 DOI: 10.3389/fpsyg.2022.783570] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 02/08/2022] [Indexed: 11/13/2022] Open
Abstract
Procrastination refers to voluntarily postponing an intended course of action despite expecting to be worse off for this delay, and students are considered to be especially negatively affected. According to estimates in the literature, at least half of the students believe procrastination impacts their academic achievements and well-being. As of yet, evidence-based ideas on how to differentiate severe from less severe cases of procrastination in this population do not exist, but are important in order to identify those students in need of support. The current study recruited participants from different universities in Sweden to participate in an anonymous online survey investigating self-rated levels of procrastination, impulsivity, perfectionism, anxiety, depression, stress, and quality of life. Furthermore, diagnostic criteria for pathological delay (PDC) as well as self-report items and open-ended questions were used to determine the severity of their procrastination and its associated physical and psychological issues. In total, 732 participants completed the survey. A median-split on the Pure Procrastination Scale (PPS) and the responses to the PDC were used to differentiate two groups; "less severe procrastination" (PPS ≤ 2.99; n = 344; 67.7% female; M age = 30.03; SD age = 9.35), and "severe procrastination" (PPS ≥ 3.00; n = 388; 66.2% female; M age = 27.76; SD age = 7.08). For participants in the severe group, 96-97% considered procrastination to a problem, compared to 42-48% in the less severe group. The two groups also differed with regard to considering seeking help for procrastination, 35-38% compared to 5-7%. Participants in the severe group also reported more problems of procrastination in different life domains, greater symptoms of psychological issues, and lower quality of life. A thematic analysis of the responses on what physical issues were related to procrastination revealed that these were characterized by stress and anxiety, e.g., tension, pain, and sleep and rest, while the psychological issues were related to stress and anxiety, but also depression, e.g., self-criticism, remorse, and self-esteem. The current study recommends the PPS to be used as an initial screening tool, while the PDC can more accurately determine the severity level of procrastination for a specific individual.
Collapse
Affiliation(s)
- Alexander Rozental
- Department of Psychology, Uppsala University, Uppsala, Sweden.,Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
| | - David Forsström
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Ayah Hussoon
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Katrin B Klingsieck
- Department of Psychology, Faculty of Arts and Humanities, Paderborn University, Paderborn, Germany
| |
Collapse
|
12
|
Alcohol Use and Gambling Associated with Impulsivity among a Swedish University Sample. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19042436. [PMID: 35206624 PMCID: PMC8872046 DOI: 10.3390/ijerph19042436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 01/21/2022] [Accepted: 02/16/2022] [Indexed: 11/16/2022]
Abstract
Excessive alcohol use and gambling can have negative consequences. Across countries, the risk of excessive alcohol use is more common in university populations than in the general population. However, few studies have investigated the prevalence of both alcohol use and gambling in this group. This study explores these behaviours in a Swedish university setting. In addition, this study investigates how impulsivity affects alcohol use and gambling. In total, 794 Swedish students answered an online survey. Data were analysed using descriptive statistics to determine prevalence, and multinomial logistic regression was used to determine the contribution of impulsivity, age, and sex to alcohol use and gambling. Compared to the Swedish national prevalence, the prevalence was higher for excessive alcohol use, but the prevalence of gambling was at the same level or lower. High levels of impulsivity and male sex increased the risk of excessive alcohol use, while older age lowered the risk of excessive alcohol use and gambling. The results indicate that primarily young men could benefit from primary prevention in a university setting. Also, screening for impulsivity in men might be one way to identify risk groups in a university population.
Collapse
|
13
|
Li Y, Zhang L, Zhang R, Xu T, Feng T. The Neural Basis Linking Achievement Motivation With Procrastination: Left Precuneus Connectivity With Right Anterior Cingulate Cortex. PERSONALITY AND SOCIAL PSYCHOLOGY BULLETIN 2021; 48:1382-1392. [PMID: 34407664 DOI: 10.1177/01461672211040677] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Procrastination adversely affects individual's learning, working, health, and well-being, which troubles many people around the world. Previous studies have indicated that people with higher achievement motivation tend to have less procrastination. However, how achievement motivation is linked with procrastination at the neural level is still poorly understood. Here, we adopted the voxel-based morphometry (VBM) and resting-state functional connectivity (RSFC) methods to study this issue. The VBM analysis revealed that higher achievement motivation was correlated with larger gray matter volumes in left precuneus (lPre). Furthermore, the RSFC results showed that the functional connectivity between lPre and right anterior cingulate cortex (rACC) was positively associated with achievement motivation and negatively correlated with procrastination. More importantly, a mediation analysis demonstrated that achievement motivation fully mediated the relation between lPre-rACC connectivity and procrastination. These findings suggested that lPre-rACC coupling might be the neural correlate underlying the association between achievement motivation and procrastination.
Collapse
Affiliation(s)
- Yuhua Li
- Southwest University, Chongqing, China
| | | | | | - Ting Xu
- Southwest University, Chongqing, China
| | - Tingyong Feng
- Southwest University, Chongqing, China.,Key Laboratory of Cognition and Personality, Ministry of Education, Chongqing, China
| |
Collapse
|
14
|
Hosseinian M, Nazari S, Ajorpaz N, Sadat Z, Esalatmanesh S. The relationship between academic procrastination and depression in students of Kashan University of Medical Sciences. INTERNATIONAL ARCHIVES OF HEALTH SCIENCES 2021. [DOI: 10.4103/iahs.iahs_1_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
|
15
|
Steinert C, Heim N, Leichsenring F. Procrastination, Perfectionism, and Other Work-Related Mental Problems: Prevalence, Types, Assessment, and Treatment-A Scoping Review. Front Psychiatry 2021; 12:736776. [PMID: 34707522 PMCID: PMC8542725 DOI: 10.3389/fpsyt.2021.736776] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 09/09/2021] [Indexed: 11/25/2022] Open
Abstract
Work-related mental problems can be defined as behaviors, emotions and cognitions that impede the successful completion of a task in a given time frame, i. e., the difficulty or inability to achieve important work-related goals. They are highly prevalent but have been neglected in psychology in general and as a target of psychotherapy in particular. Although work-related problems do not represent a mental disorder per se, they are associated with severe distress and high psychosocial costs. In this article, the prevalence of work-related problems, associated burden, diagnostic assessment and treatment are reviewed. So far, research has primarily focused on procrastination, i.e., the act of postponing or delaying tasks until the last minute or past the deadline. However, procrastination represents just one type of work-related problems among several others. Further forms of work-related problems are presented (e.g., perfectionism, or work-related problems in the context of specific personality types). The relation of work-related problems to specific mental disorders is discussed. Psychosocial interventions are the treatment of choice for work-related mental problems. However, response rates for the treatment of procrastination are limited, which calls for further research into which treatments work for whom. No evidence-based treatments are currently available for other types of work-related problems, with the exception of perfectionism, a personality trait that is also linked to problems in the field of work. Thus, there is a need to further improve the treatment of work-related problems including procrastination. For other types of work-related problems, effective treatments need to be developed and validated. They may be based on existing manualized treatments and extended by specific aspects or modules focusing on work-related problems.
Collapse
Affiliation(s)
- Christiane Steinert
- International Psychoanalytic University, Berlin, Germany.,Clinic for Psychosomatics and Psychotherapy, Justus-Liebig-University of Giessen, Giessen, Germany
| | - Nikolas Heim
- Tavistock and Portman NHS Foundation Trust, London, United Kingdom
| | - Falk Leichsenring
- Clinic for Psychosomatics and Psychotherapy, Justus-Liebig-University of Giessen, Giessen, Germany.,Clinic of Psychosomatic Medicine and Psychotherapy, University of Rostock, Rostock, Germany
| |
Collapse
|
16
|
Moharram-Nejadifard M, Saed O, Taheri S, Ahmadnia E. The Effect of Cognitive Behavioural Group Therapy on the Workplace and Decisional Procrastination of Midwives: A Randomized Controlled Trial. IRANIAN JOURNAL OF NURSING AND MIDWIFERY RESEARCH 2020; 25:514-519. [PMID: 33747841 PMCID: PMC7968593 DOI: 10.4103/ijnmr.ijnmr_206_19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 08/05/2020] [Accepted: 08/23/2020] [Indexed: 11/21/2022]
Abstract
Background: Procrastination in the general population is a prevalent phenomenon. Procrastination in midwives, who are responsible for health care services, can have serious consequences and reduce health care productivity. Cognitive Behavioral Group Therapy (CBGT) is believed to reduce procrastination, but few studies have investigated its effectiveness. The aim of the present study was to determine the effect of CBGT on the workplace and decisional procrastination of midwives. Materials and Methods: This randomized, controlled trial was conducted on 47 participants who were eligible to participate in the study. The participants were randomly assigned to the CBGT (n = 24) and control (n = 23) groups. The intervention group received 7 sessions of CBGT and the control group received no intervention. Decisional and workplace procrastination were assessed at the pre-treatment, post-treatment, and 2-month follow-up phases. Repeated measures Analysis of Variance (ANOVA) and Analysis of Covariance (ANCOVA) were used for data analysis. Results: At the posttest and follow-up phases, workplace procrastination (Post-test: F1,40= 11.78, p = 0.001; Follow-up: F1,40= 11.12, p = 0.002), soldiering (Post-test: F1,40= 13.77, p = 0.001; Follow-up: F1,40= 4.15, p = 0.049), cyberslacking (Post-test: F1,40= 4.20, p = 0.047; Follow-up: F1,40= 13.34, p = 0.001), and decisional procrastination (Post-test: F1,40= 6.66, p = 0.014; Follow-up: F1,40= 6.12, p = 0.018) significantly decreased in the CBGT group compared to the control group. CBGT explained 23% of the changes in the total workplace procrastination score and 22% of the changes in the component of soldiering (p < 0.05). Conclusions: CBGT significantly reduced workplace and decisional procrastination in midwives.
Collapse
Affiliation(s)
- Monireh Moharram-Nejadifard
- Department of Midwifery, School of Nursing and Midwifery, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Omid Saed
- Department of Clinical Psychology, School of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | - SeyedeSolmaz Taheri
- Department of Biostatistics, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Elahe Ahmadnia
- Department of Midwifery, School of Nursing and Midwifery, Zanjan University of Medical Sciences, Zanjan, Iran
| |
Collapse
|
17
|
Chen Z, Liu P, Zhang C, Feng T. Brain Morphological Dynamics of Procrastination: The Crucial Role of the Self-Control, Emotional, and Episodic Prospection Network. Cereb Cortex 2019; 30:2834-2853. [PMID: 31845748 DOI: 10.1093/cercor/bhz278] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Globally, about 17% individuals are suffering from the maladaptive procrastination until now, which impacts individual's financial status, mental health, and even public policy. However, the comprehensive understanding of neuroanatomical understructure of procrastination still remains gap. 688 participants including 3 independent samples were recruited for this study. Brain morphological dynamics referred to the idiosyncrasies of both brain size and brain shape. Multilinear regression analysis was utilized to delineate brain morphological dynamics of procrastination in Sample 1. In the Sample 2, cross-validation was yielded. Finally, prediction models of machine learning were conducted in Sample 3. Procrastination had a significantly positive correlation with the gray matter volume (GMV) in the left insula, anterior cingulate gyrus (ACC), and parahippocampal gyrus (PHC) but was negatively correlated with GMV of dorsolateral prefrontal cortex (dlPFC) and gray matter density of ACC. Furthermore, procrastination was positively correlated to the cortical thickness and cortical complexity of bilateral orbital frontal cortex (OFC). In Sample 2, all the results were cross-validated highly. Predication analysis demonstrated that these brain morphological dynamic can predict procrastination with high accuracy. This study ascertained the brain morphological dynamics involving in self-control, emotion, and episodic prospection brain network for procrastination, which advanced promising aspects of the biomarkers for it.
Collapse
Affiliation(s)
- Zhiyi Chen
- Faculty of Psychology, Southwest University, Chongqing, China.,Key Laboratory of Cognition and Personality, Ministry of Education, Chongqing, China
| | - Peiwei Liu
- Department of Psychology, University of Florida, Gainesville, USA
| | - Chenyan Zhang
- Cognitive Psychology Unit, The Institute of Psychology, Faculty of Social and Behavioural Sciences, Leiden University, Gainesville, Netherlands
| | - Tingyong Feng
- Faculty of Psychology, Southwest University, Chongqing, China.,Key Laboratory of Cognition and Personality, Ministry of Education, Chongqing, China
| |
Collapse
|
18
|
Loeffler SN, Stumpp J, Grund S, Limberger MF, Ebner-Priemer UW. Fostering self-regulation to overcome academic procrastination using interactive ambulatory assessment. LEARNING AND INDIVIDUAL DIFFERENCES 2019. [DOI: 10.1016/j.lindif.2019.101760] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
19
|
Küchler AM, Albus P, Ebert DD, Baumeister H. Effectiveness of an internet-based intervention for procrastination in college students (StudiCare Procrastination): Study protocol of a randomized controlled trial. Internet Interv 2019; 17:100245. [PMID: 31080750 PMCID: PMC6500923 DOI: 10.1016/j.invent.2019.100245] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Revised: 03/15/2019] [Accepted: 03/19/2019] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Procrastination, defined as irrational and voluntary delaying of necessary tasks, is widespread and clinically relevant. Its high prevalence among college students comes with serious consequences for mental health and well-being of those affected. Research for proper treatment is still relatively scarce and treatment of choice seems to be cognitive behavior therapy (CBT). The aim of this study is to evaluate the effectiveness and acceptability of an internet- and mobile-based intervention (IMI) for procrastination based on CBT for college students. METHODS A two-armed randomized controlled trial with a calculated sample size of N = 120 participants with problematic procrastination behavior will be conducted. Students will be recruited in Germany, Austria and Switzerland via circular emails at 15+ cooperating universities in the framework of StudiCare, a well-established project that provides IMIs to college students for different health related issues. The intervention group will receive the e-coach guided 5-week IMI StudiCare Procrastination. A waitlist-control group will get access to the unguided IMI 12 weeks after randomization. Assessments will take place before as well as 6 and 12 weeks after randomization. Primary outcome is procrastination, measured by the Irrational Procrastination Scale (IPS). Secondary outcomes include susceptibility to temptation, depression, anxiety, wellbeing and self-efficacy as well as acceptability aspects such as intervention satisfaction, adherence and potential side effects. Additionally, several potential moderators as well as the potential mediators self-efficacy and susceptibility to temptation will be examined exploratorily. Data-analysis will be performed on intention-to-treat basis. DISCUSSION This study will contribute to the evidence concerning effectiveness and acceptability of an intervention for procrastination delivered via the internet. If it shows to be effective, StudiCare Procrastination could provide a low-threshold, cost-efficient way to help the multitude of students suffering from problems caused by procrastination.Trial registration: The trial is registered at the WHO International Clinical Trials Registry Platform via the German Clinical Studies Trial Register (DRKS): DRKS00014321 (date of registration: 06.04.2018). In case of important protocol modifications, trial registration will be updated.Trial status: This is protocol version number 1, 11th December 2019. Recruitment started 9th of April 2018 and was completed 30th of November 2018. Assessment and intervention are still ongoing and will be completed by April 2019.
Collapse
Affiliation(s)
- Ann-Marie Küchler
- Ulm University, Department of Clinical Psychology und Psychotherapy, Institute of Psychology and Education, Ulm, Germany
| | - Patrick Albus
- Ulm University, Department of Learning and Instruction, Institute of Psychology and Education, Ulm, Germany
| | - David Daniel Ebert
- VU University Amsterdam, Department of Clinical, Neuro- & Developmental Psychology, Amsterdam, Netherlands
| | - Harald Baumeister
- Ulm University, Department of Clinical Psychology und Psychotherapy, Institute of Psychology and Education, Ulm, Germany
| |
Collapse
|
20
|
Malouff JM, Schutte NS. The Efficacy of Interventions Aimed at Reducing Procrastination: A Meta-Analysis of Randomized Controlled Trials. JOURNAL OF COUNSELING AND DEVELOPMENT 2019. [DOI: 10.1002/jcad.12243] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Affiliation(s)
- John M. Malouff
- School of Psychology; University of New England; Armidale New South Wales Australia
| | - Nicola S. Schutte
- School of Psychology; University of New England; Armidale New South Wales Australia
| |
Collapse
|
21
|
Rozental A, Bennett S, Forsström D, Ebert DD, Shafran R, Andersson G, Carlbring P. Targeting Procrastination Using Psychological Treatments: A Systematic Review and Meta-Analysis. Front Psychol 2018; 9:1588. [PMID: 30214421 PMCID: PMC6125391 DOI: 10.3389/fpsyg.2018.01588] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2018] [Accepted: 08/08/2018] [Indexed: 11/29/2022] Open
Abstract
Background: Procrastination can be stressful and frustrating, but it seldom causes any major distress. However, for some people, it can become problematic, resulting in anxiety, lowered mood, physical complaints, and decreased well-being. Still, few studies have investigated the benefits of targeting procrastination. In addition, no attempt has previously been made to determine the overall efficacy of providing psychological treatments. Methods: A systematic review and meta-analysis was conducted by searching for eligible records in Scopus, Proquest, and Google Scholar. Only randomized controlled trials comparing psychological treatments for procrastination to an inactive comparator and assessing the outcomes by a self-report measure were included. A random effects model was used to determine the standardized mean difference Hedge's g at post-treatment. Furthermore, test for heterogeneity was performed, fail-safe N was calculated, and the risk of bias was explored. The study was pre-registered at Prospero: CRD42017069981. Results: A total of 1,639 records were identified, with 12 studies (21 comparisons, N = 718) being included in the quantitative synthesis. Overall effect size g when comparing treatment to control was 0.34, 95% Confidence Interval [0.11, 0.56], but revealing significant heterogeneity, Q(20) = 46.99, p < 0.00, and I2 = 61.14%, 95% CI [32.83, 84.24]. Conducting a subgroup analysis of three out of four studies using cognitive behavior therapy (CBT) found an effect size g of 0.55, 95% CI [0.32, 0.77], and no longer showing any heterogeneity, Q(4) = 3.92, p = 0.42, I2 = 0.00%, 95% CI [0.00, 91.02] (N = 236). Risk of publication bias, as assessed by the Egger's test was not significant, z = −1.05, p = 0.30, fail-safe N was 370 studies, and there was some risk of bias as rated by two independent researchers. In terms of secondary outcomes, the self-report measures were too varied to present an aggregated estimate. Conclusions: Psychological treatments seem to have small benefits on procrastination, but the studies displayed significant between-study variation. Meanwhile, CBT was associated with a moderate benefit, but consisted of only three studies. Recommendations for future research are provided, including the use of more valid and reliable outcomes and a screening interview at intake.
Collapse
Affiliation(s)
- Alexander Rozental
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Institute of Child Health, University College London, London, United Kingdom
| | - Sophie Bennett
- Institute of Child Health, University College London, London, United Kingdom
| | - David Forsström
- Department of Public Health Sciences, Stockholm University, Stockholm, Sweden
| | - David D Ebert
- Department of Psychology and Sport Science, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Roz Shafran
- Institute of Child Health, University College London, London, United Kingdom
| | - Gerhard Andersson
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
| | - Per Carlbring
- Department of Psychology, Stockholm University, Stockholm, Sweden.,Department of Psychology, University of Southern Denmark, Odense, Denmark
| |
Collapse
|
22
|
Andersson G. Internet interventions: Past, present and future. Internet Interv 2018; 12:181-188. [PMID: 30135782 PMCID: PMC6096319 DOI: 10.1016/j.invent.2018.03.008] [Citation(s) in RCA: 150] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Revised: 03/30/2018] [Accepted: 03/30/2018] [Indexed: 02/07/2023] Open
Abstract
Internet interventions have been around now for about 20 years. While the field still suffers from a scattered terminology a large number of programs and studies exist. In the present paper I present an overview of my experiences of studying internet-supported cognitive-behaviour therapy (ICBT), but also mention other approaches including the use of smartphones. The paper covers the history of ICBT, short-term effects in controlled trials for a range of conditions, long-term effects, comparisons against face-to-face therapy, effectiveness studies, prediction studies, how the treatment is perceived, critique, and finally future directions. I conclude that we have now reached a stage in which we have numerous evidence-based treatments and procedures, and increasingly internet interventions including ICBT are disseminated.
Collapse
Affiliation(s)
- Gerhard Andersson
- Department of Behavioural Sciences and Learning, Linköping University, Campus Valla, SE-581 83 Linköping, Sweden.
| |
Collapse
|