1. |
- Ly, Kien Hoa, 1983-, et al.
(author)
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A fully automated conversational agent for promoting mental well-being : A pilot RCT using mixed methods
- 2017
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In: Internet Interventions. - : Elsevier BV. - 2214-7829. ; 10, s. 39-46
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Journal article (peer-reviewed)abstract
- Fully automated self-help interventions can serve as highly cost-effective mental health promotion tools for massive amounts of people. However, these interventions are often characterised by poor adherence. One way to address this problem is to mimic therapy support by a conversational agent. The objectives of this study were to assess the effectiveness and adherence of a smartphone app, delivering strategies used in positive psychology and CBT interventions via an automated chatbot (Shim) for a non-clinical population — as well as to explore participants' views and experiences of interacting with this chatbot. A total of 28 participants were randomized to either receive the chatbot intervention (n = 14) or to a wait-list control group (n = 14). Findings revealed that participants who adhered to the intervention (n = 13) showed significant interaction effects of group and time on psychological well-being (FS) and perceived stress (PSS-10) compared to the wait-list control group, with small to large between effect sizes (Cohen's d range 0.14–1.06). Also, the participants showed high engagement during the 2-week long intervention, with an average open app ratio of 17.71 times for the whole period. This is higher compared to other studies on fully automated interventions claiming to be highly engaging, such as Woebot and the Panoply app. The qualitative data revealed sub-themes which, to our knowledge, have not been found previously, such as the moderating format of the chatbot. The results of this study, in particular the good adherence rate, validated the usefulness of replicating this study in the future with a larger sample size and an active control group. This is important, as the search for fully automated, yet highly engaging and effective digital self-help interventions for promoting mental health is crucial for the public health.
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2. |
- Ly, Kien Hoa, 1983-, et al.
(author)
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Stress management for middle managers via an acceptance and commitment-based smartphone application : A randomized controlled trial
- 2014
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In: Internet Interventions. - : Elsevier. - 2214-7829. ; 1:3, s. 95-101
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Journal article (peer-reviewed)abstract
- Stress is a major health problem in today's workplace. Recent studies suggest that acceptance and commitment therapy (ACT) is effective for reducing stress at work, specifically among managers. Moreover, smartphone-delivered treatments have been developed and increasingly used in research. The objective of our study was to evaluate the efficacy of an ACT-based smartphone treatment among middle managers at medium- and large-sized companies (> 50 employees) in Sweden. A total of 73 participants were randomized to either receive the six-week stress intervention (n = 36) or to a waitlist control group (n = 37). Results showed small to moderate within-group effect sizes (Cohen's d range 0.37–0.62) for the treatment group, and small to moderate between group effects (Cohen's d range 0.41–0.50). In conclusion, the study indicates that a smartphone administered stress intervention based on ACT can reduce perceived stress and increase general health among Swedish middle managers in the private sector.
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3. |
- Areàn, Patricia A, et al.
(author)
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Mobile technology for mental health assessment.
- 2016
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In: Dialogues in Clinical Neuroscience. - Neuilly sur Seine, France : Les Laboratoires Servier. - 1294-8322 .- 1958-5969. ; 18:2, s. 163-169
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Journal article (peer-reviewed)abstract
- Assessment and outcome monitoring are critical for the effective detection and treatment of mental illness. Traditional methods of capturing social, functional, and behavioral data are limited to the information that patients report back to their health care provider at selected points in time. As a result, these data are not accurate accounts of day-to-day functioning, as they are often influenced by biases in self-report. Mobile technology (mobile applications on smartphones, activity bracelets) has the potential to overcome such problems with traditional assessment and provide information about patient symptoms, behavior, and functioning in real time. Although the use of sensors and apps are widespread, several questions remain in the field regarding the reliability of off-the-shelf apps and sensors, use of these tools by consumers, and provider use of these data in clinical decision-making.
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4. |
- Ivanova, Ekaterina, et al.
(author)
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Guided and unguided Acceptance and Commitment Therapy for social anxiety disorder and/or panic disorder provided via the Internet and a smartphone application : A randomized controlled trial
- 2016
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In: Journal of Anxiety Disorders. - : Elsevier BV. - 0887-6185 .- 1873-7897. ; 44, s. 27-35
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Journal article (peer-reviewed)abstract
- Acceptance and Commitment Therapy (ACT) can be effective in treating anxiety disorders, yet there has been no study on Internet-delivered ACT for social anxiety disorder (SAD) and panic disorder (PD), nor any study investigating whether therapist guidance is superior to unguided self-help when supplemented with a smartphone application. In the current trial, n = 152 participants diagnosed with SAD and/or PD were randomized to therapist-guided or unguided treatment, or a waiting-list control group. Both treatment groups used an Internet-delivered ACT-based treatment program and a smartphone application. Outcome measures were self-rated general and social anxiety and panic symptoms. Treatment groups saw reduced general (d = 0.39) and social anxiety (d = 0.70), but not panic symptoms (d = 0.05) compared to the waiting-list group, yet no differences in outcomes were observed between guided and unguided interventions. We conclude that Internet-delivered ACT is appropriate for treating SAD and potentially PD. Smartphone applications may partially compensate for lack of therapist support.
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5. |
- Ivanova, Ekaterina, et al.
(author)
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Guided and unguided transdiagnostic Acceptance and Commitment Therapy for anxiety disorders provided via a computer and a smartphone application : A randomized controlled trial
- 2016
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In: EABCT 2016 Abstract Book. ; , s. 530-530
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Conference paper (peer-reviewed)abstract
- Technology-assisted psychological treatments are becoming well-known in the scientific networks throughout the world and are being implemented into routine health care in a number of countries. The interest in evaluating the potential of different devices is growing. The main objective of the current study was to evaluate the effects of guided and unguided computerand smartphone-based Acceptance and Commitment Therapy (ACT) for social anxiety disorder (SAD) and panic disorder (PD).A total of 152 participants were randomized into a guided treatment group, an unguided treatment group and a waiting list control group. Both treatment groups got access to a computer-based ACT-treatment and a smartphone application (app) with corresponding content. The eight modules treatment program covered a number of topics such as the nature of anxiety, functional analyses, acceptance, mindfulness and valued actions. The purpose of the app was to make it easier for the participants to access the key points of the program and to do homework assignments in their everyday life. Automatic messages in the app aimed to give feedback to the participants on their work as well as to prompt them to continue with the program. In addition to that, the participants in the guided group got therapist support via the app. The therapists were encouraged to work with each of their patient 15 min/week during the 10 weeks treatment period and focus on motivating, validating and correcting mistakes. On the whole group level GAD-7 was used as the primary outcome measure. LSAS and PDSS-SR were used for subgroup analyses in SAD and PD participants respectively. The measurements were collected at pre-, mid- and post-treatment and at 12-months follow-up.There were no significant differences in adherence between the treatment groups except for significantly higher rates of smartphone usage in the guided group. No significant differences in treatment outcome were found between the treatment groups with moderate within-group effects (Cohen’s d = 0.75 for the guided and Cohen’s d = 0.66 for the unguided group). The treated participants improved significantly in comparison to the control group both on the whole group level (between group Cohen’s d = 0.39) and for the participants suffering primarily from SAD (between group Cohen’s d = 0.70). Within group effect sizes were large for the PD-participants (Cohen’s d = 1.00) but the study was very underpowered in this part.Discussion. The treatment program as it was used in the present study appeared to be effective in treating social anxiety disorder and decreasing general anxiety symptoms, but the effects are smaller than seen in previous studies. The guided treatment was not clearly superior to the unguided one. The study contributes to the growing body of evidence on technology-assisted ACT.Conclusion. Computer- and smartphone-based ACT can be made into an effective treatment for anxiety disorders. A smartphone application seems to have a clear potential to partly compensate for the absence of therapist support which needs to be studied further.
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6. |
- Lindner, Philip, et al.
(author)
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Guided and unguided CBT for social anxiety disorder and/or panic disorder via the Internet and a smartphone application : study protocol for a randomised controlled trial
- 2013
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In: Trials. - : BioMed Central. - 1745-6215. ; 14:437
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Journal article (peer-reviewed)abstract
- Background: Smartphone technology presents a novel and promising opportunity to extend the reach of psychotherapeutic interventions by moving selected parts of the therapy into the real-life situations causing distress. This randomised controlled trial will investigate the effects of a transdiagnostic, Internet-administered cognitive behavioural (iCBT) self-help program for anxiety, supplemented with a smartphone application. The effect of added therapist support will also be studied. Methods/Design: One hundred and fifty participants meeting diagnostic criteria for social anxiety disorder and/or panic disorder will be evenly randomised to either one of three study groups: 1, smartphone-supplemented iCBT with therapist support; 2, smartphone-supplemented iCBT without therapist support; or 3, an active waiting list control group with delayed treatment. Primary outcome measure will be the Generalised Anxiety Disorder 7-item self-rating scale. Secondary measures include other anxiety, depression and quality of life measures. In addition to pre- and post-treatment measurements, the study includes two mid-treatment (days 24 and 48) and two follow-up assessments (12 and 36months) to assess rapid and long-term effects. Discussion: To our knowledge, this is the first study to investigate the effectiveness of smartphone-supplemented iCBT for anxiety disorders. Hence, the findings from this trial will constitute great advancements in the burgeoning and promising field of smartphone-administered psychological interventions. Limitations are discussed.
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7. |
- Ly, Kien Hoa, et al.
(author)
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Behavioral activation-based guided self-help treatment administered through a smartphone application : study protocol for a randomized controlled trial
- 2012
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In: Trials. - : BioMed Central (BMC). - 1745-6215. ; 13, s. art.nr. 62-
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Journal article (peer-reviewed)abstract
- Background: The need for cost-effective interventions for people suffering from major depressive disorders is essential. Behavioral activation is an intervention that can largely benefit from the use of new mobile technologies (for example smartphones). Therefore, developing smartphone-based behavioral activation interventions might be a way to develop cost-effective treatments for people suffering from major depressive disorders. The aim of this study will be to test the effects of a smartphone-delivered behavioral activation treatment.Methods:The study will be a randomized controlled trial with a sample size of 120 participants, with 60 patients in each group. The treatment group includes an 8-week smartphone-based behavioral activation intervention, with minimal therapist contact. The smartphone-based intervention consists of a web-based psychoeducation, and a smartphone application. There is also a back-end system where the therapist can see reports from the patients or activities being reported. In the attention control group, we will include brief online education and then recommend use of a smartphone application that is not directly aimed at depression (for example, ‘ Effective meditation’). The duration of the control condition will also be 8 weeks. For ethical reasons we will give the participants in the control group access to the behavioral activation treatment following the 8-week treatment period.Discussions: We believe that this trial has at least three important implications. First, we believe that smartphones can be integrated even further into society and therefore may serve an important role in health care. Second, while behavioral activation is a psychological treatment approach for which there is empirical support, the use of a smartphone application could serve as the therapist ’ s prolonged arm into the daily life of the patient. Third, as we have been doing trials on guided Internet treatment for more than 10 years it is now time to move to the next generation of information technology - smartphones - which are not only relevant for Swedish conditions but also for developing countries in the world which are increasingly empowered by mobile phones with Internet connection.Trial registration: ClinicalTrials.gov NCT01463020
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8. |
- Ly, Kien Hoa, et al.
(author)
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Behavioural activation versus mindfulness-based guided self-help treatment administered through a smartphone application : a randomised controlled trial
- 2014
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In: BMJ Open. - : BMJ. - 2044-6055. ; 4:1, s. e003440-
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Journal article (peer-reviewed)abstract
- Objectives Evaluating and comparing the effectiveness of two smartphone-delivered treatments: one based on behavioural activation (BA) and other on mindfulness. Design Parallel randomised controlled, open, trial. Participants were allocated using an online randomisation tool, handled by an independent person who was separate from the staff conducting the study. Setting General community, with recruitment nationally through mass media and advertisements. Participants 40 participants diagnosed with major depressive disorder received a BA treatment, and 41 participants received a mindfulness treatment. 9 participants were lost at the post-treatment. Intervention BA: An 8-week long behaviour programme administered via a smartphone application. Mindfulness: An 8-week long mindfulness programme, administered via a smartphone application. Main outcome measures The Beck Depression Inventory-II (BDI-II) and the nine-item Patient Health Questionnaire Depression Scale (PHQ-9). Results 81 participants were randomised (mean age 36.0years (SD=10.8)) and analysed. Results showed no significant interaction effects of group and time on any of the outcome measures either from pretreatment to post-treatment or from pretreatment to the 6-month follow-up. Subgroup analyses showed that the BA treatment was more effective than the mindfulness treatment among participants with higher initial severity of depression from pretreatment to the 6-month follow-up (PHQ-9: F (1, 362.1)=5.2, p<0.05). In contrast, the mindfulness treatment worked better than the BA treatment among participants with lower initial severity from pretreatment to the 6-month follow-up (PHQ-9: F (1, 69.3)=7.7, p<0.01); BDI-II: (F(1, 53.60)=6.25, p<0.05). Conclusions The two interventions did not differ significantly from one another. For participants with higher severity of depression, the treatment based on BA was superior to the treatment based on mindfulness. For participants with lower initial severity, the treatment based on mindfulness worked significantly better than the treatment based on BA. Trial registration Clinical Trials NCT01463020.
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9. |
- Ly, Kien Hoa, et al.
(author)
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Development and initial evaluation of a smartphone application based on acceptance and commitment therapy
- 2012
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In: SpringerPlus. - : Springer Science and Business Media LLC. - 2193-1801. ; 1
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Journal article (peer-reviewed)abstract
- Background: An intervention, consisting of an ACT-based smartphone-application and a web-based psychoeducation, has been developed. The smartphone-application, together with the psychoeducation, aims to function as a self-help intervention for living consistently with one's values. The study is an exploratory investigation of this new smartphone-based tool.Case description: Primarily, the study aims at investigating a new field, providing a basis for generating hypotheses for further research. The first aim of this initial, exploratory study was to examine if this intervention had an effect on the variables of: valued actions, psychological flexibility, and life satisfaction as well as the states of depression, anxiety and stress, for a non-clinical sample of 11 Swedish Iphone users. This was made with a quasi-experimental pretest-posttest design without control group. The second aim was to investigate how the participants experienced the intervention, as measured by a qualitative questionnaire.Discussion and evaluation: The group analyses showed that the participants increased their valued action and psychological flexibility significantly during the intervention. Furthermore, value-based actions and psychological flexibility showed small effect sizes when comparing pretest and posttest score. However, the design of the study makes it impossible to draw any certain conclusions. The qualitative questionnaire showed a general positive experience of the intervention.Conclusions: The results from the present study indicated that the intervention should be studied further. The findings also generated a number of hypotheses that could be investigated in further research.
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10. |
- Ly, Kien Hoa, et al.
(author)
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Experiences of a guided smartphone-based behavioral activation therapy for depression : a qualitative study
- 2015
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In: Internet Interventions. - Amsterdam : Elsevier. - 2214-7829. ; 2:1, s. 60-68
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Journal article (peer-reviewed)abstract
- Recently, a number of studies have investigated treatments administered via smartphones showing that this treatment format has a potential to be effective. However, we still have limited knowledge of how patients experience this treatment format. The objective of this study was to explore participants' views of a smartphone-based behavioral activation treatment. In-depth interviews were conducted with 12 strategically (participants with different overall experiences) selected participants, suffering from major depression according to the DSM-IV. The interview data were processed with the aid of thematic analysis. The analysis generated the three main themes: Commitment, Treatment and Lack of important components, with attached subthemes. In conclusion, the findings from the current study correspond with existing knowledge in the field of internet-based treatment. Considering that this kind of treatment is still quite new, the need for further research and development is considerable. Nevertheless, its availability, assimilation into users' everyday lives and possible motivational qualities speak of its potential.
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