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Franco P, Olhaberry M, Kelders S, Muzard A, Cuijpers P. Guided web app intervention for reducing symptoms of depression in postpartum women: Results of a feasibility randomized controlled trial. Internet Interv 2024; 36:100744. [PMID: 38707545 PMCID: PMC11067323 DOI: 10.1016/j.invent.2024.100744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 03/28/2024] [Accepted: 04/24/2024] [Indexed: 05/07/2024] Open
Abstract
Background Chile faces a significant postpartum depression prevalence and treatment gap, necessitating accessible interventions. While cognitive-behavioral internet-based interventions have proven effective in high-income countries, this field is underdeveloped in Chile. Based on the country's widespread use of digital technology, a guided 8-week cognitive-behavioral web app intervention named "Mamá, te entiendo" was developed. Objective This study aimed to assess the acceptability and feasibility of "Mamá, te entiendo", for reducing depressive symptomatology in postpartum women. Methods Sixty-five postpartum women with minor or major depression were randomly assigned to either intervention or waitlist. Primary outcomes centered on study feasibility, intervention feasibility, and acceptability. Semi-structured interviews with a sub-sample enriched the understanding of participants' experiences. Secondary outcomes included mental health variables assessed at baseline, post-intervention, and 1-month follow-up. Results Chilean women displayed great interest in the intervention. 44.8 % of participants completed the intervention. Participants reported high satisfaction and engagement levels, with interviewees highlighting the value of the intervention's content, exercises, and therapist's feedback. However, preliminary efficacy analysis didn't reveal a significant interaction between group and time for outcome measures. Discussion This research represents a pioneering effort in Chile to evaluate an internet-based intervention for postpartum depression symptoms. The demonstrated feasibility and acceptability highlight the potential of integrating technology-driven approaches into mental health interventions. However, the intervention did not demonstrate superiority, as both groups exhibited similar positive progress in several outcomes. Therefore, the following research phase should involve a larger and more diverse sample to assess the intervention's effectiveness, identify influencing factors, and determine the individuals who benefit the most.
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Affiliation(s)
- Pamela Franco
- Doctoral Program in Psychotherapy, School of Psychology, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna 4860, Santiago, Chile
- Millennium Institute for Research in Depression and Personality (MIDAP), Santiago, Chile
| | - Marcia Olhaberry
- Millennium Institute for Research in Depression and Personality (MIDAP), Santiago, Chile
- School of Psychology, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna 4860, Santiago, Chile
| | - Saskia Kelders
- Centre for eHealth & Wellbeing Research, Psychology, Health & Technology, Faculty of Behavioral, Management and Social Sciences, University of Twente, Drienerlolaan 5, 7522 NB Enschede, the Netherlands
- Optentia Research Unit, North-West University, VTC, South Africa
| | - Antonia Muzard
- Doctoral Program in Psychotherapy, School of Psychology, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna 4860, Santiago, Chile
- Millennium Institute for Research in Depression and Personality (MIDAP), Santiago, Chile
- School of Psychology, Finis Terrae University, Santiago, Chile
| | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, De Boelelaan 1105, 1081 HV Amsterdam, the Netherlands
- Babeș-Bolyai University, International Institute for Psychotherapy, Cluj-Napoca, Romania
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Badaghi N, van Kruijsbergen M, Speckens A, Vilé J, Prins J, Kelders S, Kwakkenbos L. Group, Blended and Individual, Unguided Online Delivery of Mindfulness-Based Cognitive Therapy for People With Cancer: Feasibility Uncontrolled Trial. JMIR Form Res 2024; 8:e52338. [PMID: 38381493 PMCID: PMC10918539 DOI: 10.2196/52338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 11/29/2023] [Accepted: 01/14/2024] [Indexed: 02/22/2024] Open
Abstract
BACKGROUND Online mindfulness based cognitive therapy (eMBCT) has been shown to reduce psychological distress in people with cancer. However, this population has reported lack of support and asynchronous communication as barriers to eMBCT, resulting in higher nonadherence rates than with face-to-face MBCT. Using a co-creation process, we developed 2 formats of eMBCT: group, blended (combination of therapist-guided group and individual online sessions) and individual, unguided (individual, unguided online sessions only). Group, blended eMBCT offers peer support and guidance, whereas individual, unguided eMBCT offers flexibility and the possibility of large-scale implementation. OBJECTIVE The objective of this nonrandomized feasibility study was to assess aspects of feasibility of the group, blended and individual, unguided eMBCT interventions. METHODS Participants were people with cancer who chose between group, blended and individual, unguided eMBCT. Both intervention conditions followed the same 8-week eMBCT program, including an introductory session and a silent day (10 sessions total). All sessions for individual, unguided eMBCT occurred via the platform Minddistrict, whereas group, blended eMBCT consisted of 3 online videoconference sessions guided by a mindfulness teacher and 5 sessions via Minddistrict. We assessed the feasibility of the intervention quantitatively and qualitatively by evaluating its acceptability among participants. Additionally, we assessed limited efficacy by looking at the number of questionnaires participants completed pre- and postintervention. RESULTS We included 12 participants for each eMBCT condition. Participants in group, blended eMBCT completed, on average, 9.7 of 10 sessions, compared with an average 8.3 sessions for individual, unguided eMBCT (excluding dropouts). Of the 24 participants, 13 (54%) agreed to be interviewed (5 unguided and 8 blended). Participants in both conditions reported positive experiences, including the convenience of not having to travel and the flexibility to choose when and where to participate. However, among the barriers for participation, participants in the group, blended condition reported a preference for more group sessions, and participants in the individual, unguided condition reported a lack of guidance. Additionally, for the group, blended condition, the effect sizes were small for all outcome measures (Hedges g range=0.01-0.36), except for fatigue, which had a moderate effect size (Hedges g=0.57). For the individual, unguided condition, the effect sizes were small for all outcome measures (Hedges g range=0.24-0.46), except for mindfulness skills (Hedges g=0.52) and engagement with the intervention (Hedges g=1.53). CONCLUSIONS Participants in this study had a positive experience with group, blended and individual, unguided eMBCT. Based on the results from this study, we will adjust the intervention prior to conducting a full-scale randomized controlled trial to evaluate effectiveness; we will add 1 group session to the group, blended eMBCT using Zoom as the platform for the group sessions; and we will send reminders to participants to complete questionnaires. TRIAL REGISTRATION ClinicalTrials.gov NCT05336916; https://clinicaltrials.gov/ct2/show/NCT05336916.
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Affiliation(s)
- Nasim Badaghi
- Department of Psychiatry, Radboud University Medical Center, Nijmegen, Netherlands
| | | | - Anne Speckens
- Department of Psychiatry, Radboud University Medical Center, Nijmegen, Netherlands
| | - Joëlle Vilé
- Department of Psychiatry, Radboud University Medical Center, Nijmegen, Netherlands
| | - Judith Prins
- Department of Medical Psychology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Saskia Kelders
- Department of Psychology, Health, and Technology, University of Twente, Enschede, Netherlands
- Optentia Research Unit, North West University, Vanderbijlpark, South Africa
| | - Linda Kwakkenbos
- Department of Psychiatry, Radboud University Medical Center, Nijmegen, Netherlands
- Department of IQ Healthcare, Radboud University Medical Center, Nijmegen, Netherlands
- Department of Clinical Psychology, Behavioural Science Institute, Radboud University, Nijmegen, Netherlands
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van der Horst A, Meijer L, van Os-Medendorp H, Jukema JS, Bohlmeijer E, Schreurs KM, Kelders S. Benefits, Recruitment, Dropout, and Acceptability of the Strength Back Digital Health Intervention for Patients Undergoing Spinal Surgery: Nonrandomized, Qualitative, and Quantitative Pilot Feasibility Study. JMIR Form Res 2024; 8:e54600. [PMID: 38324374 PMCID: PMC10882475 DOI: 10.2196/54600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 12/21/2023] [Accepted: 12/22/2023] [Indexed: 02/08/2024] Open
Abstract
BACKGROUND Patients undergoing spinal surgery report high levels of insecurity, pain, stress, and anxiety before and after surgery. Unfortunately, there is no guarantee that surgery will resolve all issues; postsurgical recovery often entails moderate to severe postoperative pain, and some patients undergoing spinal surgery do not experience (long-term) pain relief after surgery. Therefore, focusing on sustainable coping skills and resilience is crucial for these patients. A digital health intervention based on acceptance and commitment therapy (ACT) and positive psychology (PP) was developed to enhance psychological flexibility and well-being and reduce postsurgical pain. OBJECTIVE The objective of this study was 3-fold: to explore the potential benefits for patients undergoing spinal surgery of the digital ACT and PP intervention Strength Back (research question [RQ] 1), explore the feasibility of a future randomized controlled trial in terms of recruitment and dropout (RQ 2), and assess the acceptability of Strength Back by patients undergoing spinal surgery (RQ 3). METHODS We used a nonrandomized experimental design with an intervention group (n=17) and a control group (n=20). To explore the potential benefits of the intervention, participants in both groups filled out questionnaires before and after surgery. These questionnaires included measurements of pain intensity (Numeric Pain Rating Scale), pain interference (Multidimensional Pain Inventory), anxiety and depression (Hospital Anxiety and Depression Scale), valued living (Engaged Living Scale), psychological flexibility (Psychological Inflexibility in Pain Scale), and mental well-being (Mental Health Continuum-Short Form). Semistructured interviews combined with log data and scores on the Twente Engagement With eHealth Technologies Scale were used to assess the acceptability of the intervention. RESULTS A significant improvement over time in emotional (V=99; P=.03) and overall (V=55; P=.004) well-being (Mental Health Continuum-Short Form) was observed only in the intervention group. In addition, the intervention group showed a significantly larger decline in pain intensity (Numeric Pain Rating Scale) than did the control group (U=75; P=.003). Of the available weekly modules on average 80% (12/15) was completed by patients undergoing spinal fusion and 67% (6/9) was completed by patients undergoing decompression surgery. A total of 68% (17/25) of the participants used the intervention until the final interview. Most participants (15/17, 88%) in the intervention group would recommend the intervention to future patients. CONCLUSIONS This pilot feasibility study showed that combining ACT and PP in a digital health intervention is promising for patients undergoing spinal surgery as the content was accepted by most of the participants and (larger) improvements in pain intensity and well-being were observed in the intervention group. A digital intervention for patients undergoing (spinal) surgery can use teachable moments, when patients are open to learning more about the surgery and rehabilitation afterward. A larger randomized controlled trial is now warranted.
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Affiliation(s)
- Annemieke van der Horst
- Research Group Smart Health, Saxion University of Applied Sciences, Deventer, Netherlands
- Department of Psychology, Health and Technology, Centre for eHealth & Well-being Research - Behavioural, Management and Social Sciences, University of Twente, Enschede, Netherlands
| | - Laura Meijer
- Research Group Smart Health, Saxion University of Applied Sciences, Deventer, Netherlands
| | | | - Jan S Jukema
- Research Group Smart Health, Saxion University of Applied Sciences, Deventer, Netherlands
| | - Ernst Bohlmeijer
- Department of Psychology, Health and Technology, Centre for eHealth & Well-being Research - Behavioural, Management and Social Sciences, University of Twente, Enschede, Netherlands
| | - Karlein Mg Schreurs
- Department of Psychology, Health and Technology, Centre for eHealth & Well-being Research - Behavioural, Management and Social Sciences, University of Twente, Enschede, Netherlands
- Roessingh Research & Development, Enschede, Netherlands
| | - Saskia Kelders
- Department of Psychology, Health and Technology, Centre for eHealth & Well-being Research - Behavioural, Management and Social Sciences, University of Twente, Enschede, Netherlands
- Optentia Research Focus Area, North-West University, Vanderbijlpark, South Africa
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Franco P, Olhaberry M, Cuijpers P, Kelders S, Muzard A. App-based intervention for reducing depressive symptoms in postpartum women: Protocol for a feasibility randomized controlled trial. Internet Interv 2023. [DOI: 10.1016/j.invent.2023.100616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023] Open
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Badaghi N, van Kruijsbergen M, Prins J, Kelders S, Cillessen L, Compen F, Donders R, Kwakkenbos L, Speckens A. Correction to: effect of blended and unguided online delivery of mindfulness-based cognitive therapy versus care as usual on distress among cancer patients and survivors: protocol for the three-arm parallel randomized controlled Buddy trial. BMC Psychol 2023; 11:43. [PMID: 36782300 PMCID: PMC9923914 DOI: 10.1186/s40359-023-01083-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023] Open
Affiliation(s)
- Nasim Badaghi
- Department of Psychiatry, Radboud University Medical Center, 966, Postbus 9101, 6500 HB, Nijmegen, The Netherlands.
| | - Mette van Kruijsbergen
- grid.10417.330000 0004 0444 9382Department of Psychiatry, Radboud University Medical Center, 966, Postbus 9101, 6500 HB Nijmegen, The Netherlands
| | - Judith Prins
- grid.10417.330000 0004 0444 9382Department of Medical Psychology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Saskia Kelders
- grid.6214.10000 0004 0399 8953Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands ,grid.25881.360000 0000 9769 2525Optentia Research Unit, North-West University, Potchefstroom, South Africa
| | - Linda Cillessen
- grid.10417.330000 0004 0444 9382Department of Psychiatry, Radboud University Medical Center, 966, Postbus 9101, 6500 HB Nijmegen, The Netherlands
| | - Félix Compen
- grid.10417.330000 0004 0444 9382Department of Psychiatry, Radboud University Medical Center, 966, Postbus 9101, 6500 HB Nijmegen, The Netherlands
| | - Rogier Donders
- grid.10417.330000 0004 0444 9382Radboud Institute for Health Evidence, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Linda Kwakkenbos
- grid.10417.330000 0004 0444 9382Department of Psychiatry, Radboud University Medical Center, 966, Postbus 9101, 6500 HB Nijmegen, The Netherlands ,grid.5590.90000000122931605Behavioural Science Institute, Clinical Psychology, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - Anne Speckens
- grid.10417.330000 0004 0444 9382Department of Psychiatry, Radboud University Medical Center, 966, Postbus 9101, 6500 HB Nijmegen, The Netherlands
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Badaghi N, van Kruijsbergen M, Prins J, Kelders S, Cillessen L, Compen F, Donders R, Kwakkenbos L, Speckens A. Effect of blended and unguided online delivery of mindfulness-based cognitive therapy versus care as usual on distress among cancer patients and survivors: protocol for the three-arm parallel randomized controlled buddy trial. BMC Psychol 2023; 11:21. [PMID: 36698197 PMCID: PMC9875458 DOI: 10.1186/s40359-023-01052-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 01/13/2023] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND One third of cancer patients and survivors experience psychological distress. Previous studies have shown that online mindfulness-based cognitive therapy (eMBCT) supports cancer patients and survivors in managing distress. Lack of peer support and asynchronicity during online interventions have been reported as barriers for treatment adherence and can result in higher drop-out rates. Considering this, two new formats of eMBCT were created. The primary objective of the Buddy trial is to evaluate the (cost) effectiveness of blended and unguided eMBCT versus care as usual (CAU) on psychological distress among cancer patients and survivors. Secondary objectives include evaluating effects on other psychological outcomes and investigating working mechanisms and treatment effect moderators. METHODS The Buddy trial is a parallel three-armed randomized controlled trial. Participants will be randomly assigned to blended therapist-assisted eMBCT, unguided individual eMBCT or CAU. Eligible participants will be Dutch-speaking adult cancer patients or survivors with access to internet. The primary outcome will be psychological distress scores as assessed by the Hospital Anxiety and Depression scale immediately post-treatment. Secondary outcome measures include fear of cancer recurrence (FCRI), fatigue (CIS-F), rumination (RRQ), mindfulness skills (FFMQ), decentering (EQ), self-compassion (SCS-SF), positive mental health (MHCSF), health related quality of life (EQ-5D), and costs associated with psychiatric illness (TiC-P). Outcome measures will be evaluated at baseline, mid-treatment, immediately post-treatment, and three-, six-, and nine-months follow-up. Possible mediators, such as engagement with interventions (TWEETS), and moderators will be also analyzed. DISCUSSION There is room to improve eMBCT for cancer patients prior to implementation to ensure adherence and scalability. Blended and unguided eMBCT may reduce psychological distress and improve quality of life and be easily accessible to cancer patients and survivors. Trial registration clinicaltrials.gov, NCT05336916, registered on April 20th, 2022. https://clinicaltrials.gov/ct2/show/NCT05336916 .
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Affiliation(s)
- Nasim Badaghi
- Department of Psychiatry, Radboud University Medical Center, 966, Postbus 9101, 6500 HB, Nijmegen, The Netherlands.
| | - Mette van Kruijsbergen
- grid.10417.330000 0004 0444 9382Department of Psychiatry, Radboud University Medical Center, 966, Postbus 9101, 6500 HB Nijmegen, The Netherlands
| | - Judith Prins
- grid.10417.330000 0004 0444 9382Department of Medical Psychology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Saskia Kelders
- grid.6214.10000 0004 0399 8953Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands ,grid.25881.360000 0000 9769 2525Optentia Research Unit, North-West University, Potchefstroom, South Africa
| | - Linda Cillessen
- grid.10417.330000 0004 0444 9382Department of Psychiatry, Radboud University Medical Center, 966, Postbus 9101, 6500 HB Nijmegen, The Netherlands
| | - Félix Compen
- grid.10417.330000 0004 0444 9382Department of Psychiatry, Radboud University Medical Center, 966, Postbus 9101, 6500 HB Nijmegen, The Netherlands
| | - Rogier Donders
- grid.10417.330000 0004 0444 9382Radboud Institute for Health Evidence, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Linda Kwakkenbos
- grid.10417.330000 0004 0444 9382Department of Psychiatry, Radboud University Medical Center, 966, Postbus 9101, 6500 HB Nijmegen, The Netherlands ,grid.5590.90000000122931605Behavioural Science Institute, Clinical Psychology, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - Anne Speckens
- grid.10417.330000 0004 0444 9382Department of Psychiatry, Radboud University Medical Center, 966, Postbus 9101, 6500 HB Nijmegen, The Netherlands
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Franco P, Olhaberry M, Kelders S, Muzard A. A Chilean survey of perinatal women and health care professionals' views towards perinatal apps. Mhealth 2023; 9:7. [PMID: 36760788 PMCID: PMC9902237 DOI: 10.21037/mhealth-22-37] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 01/06/2023] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Women around the globe are increasingly engaging with pregnancy and parenting apps, almost becoming a routine part of the maternity experience. However, little is known about what perinatal women and health care professionals feel about those apps in Latin American countries, where the digital transformation has been slower but where digital technologies could also bridge gaps in access to quality health care. METHODS This study aimed to assess views towards pregnancy and parenting apps in perinatal women and perinatal health care professionals in Chile through an online survey. In perinatal women, we explored app use, what they value in the apps they use, and what an "ideal app" would be for them. In health professionals, we explored opinions about women using perinatal apps and what they think a perfect app for their clients would be. RESULTS The survey was completed by 451 perinatal women and 54 perinatal health care professionals. Results show that perinatal women in Chile frequently use perinatal apps, and they and health care professionals show a positive attitude towards them. The most valued attributes are information and monitoring of body changes during pregnancy, information and monitoring of the baby's development (in the uterus and after birth), information and tips on how to stay healthy, and having the possibility to interact with other women. CONCLUSIONS Perinatal apps are accepted by perinatal women and health care professionals in Chile. Some needs for an "ideal app" emerged. Participants mentioned the need to address mental health, including the mental health of their partner, and the need for support during the transition to parenthood.
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Affiliation(s)
- Pamela Franco
- Doctoral Program in Psychotherapy, Faculty of Medicine and Faculty of Social Sciences, Pontificia Universidad Católica de Chile and Universidad de Chile, Santiago, Chile
- Millennium Institute for Research in Depression and Personality (MIDAP), Santiago, Chile
| | - Marcia Olhaberry
- Millennium Institute for Research in Depression and Personality (MIDAP), Santiago, Chile
- School of Psychology, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Saskia Kelders
- Centre for eHealth & Wellbeing Research, Psychology, Health & Technology, Faculty of Behavioral, Management and Social Sciences, University of Twente, Enschede, The Netherlands
- North-West University, Vaal Triangle Campus (VTC), Vanderbijlpark, South Africa
| | - Antonia Muzard
- Doctoral Program in Psychotherapy, Faculty of Medicine and Faculty of Social Sciences, Pontificia Universidad Católica de Chile and Universidad de Chile, Santiago, Chile
- Millennium Institute for Research in Depression and Personality (MIDAP), Santiago, Chile
- School of Psychology, Finis Terrae University, Santiago, Chile
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Geerling B, Kelders S, Stevens A, Kupka R, Bohlmeijer E. Developing an online positive psychology application for people with bipolar disorder; ‘How expectations of consumers and professionals turned into an intervention.’. Eur Psychiatry 2022. [PMCID: PMC9567335 DOI: 10.1192/j.eurpsy.2022.1039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Introduction In Bipolar Disorder (BD), people report a lower quality of life and lower levels of well-being than the general population. Additionally, patients with bipolar disorder have unmet needs which are closely linked to elements of positive psychology. Objectives The current study aimed to gain insight from patients with BD and care professionals about their thoughts of online Positive Psychology Interventions (PPI) to develop an app containing PPI’s for people with BD. Methods The study is conducted in accordance with the CeHRes roadmap principles. Data were collected by focus groups, questionnaires, rapid prototyping and online feedback from the participants. Three focus groups meetings (FGM) were held with consumers (8) and professionals (5). Results The FGM reveals a need for positive psychology interventions to cover some of the unmet needs that can be applied in an app in addition to the guidelines-advised treatment. Patients and professionals expect that PPIs in the current treatment in BD can meet some of the needs that are currently still unmet, specifically offering hope, increasing self-esteem, expressing feelings, acceptation and preventing social isolation. The process of contextual inquiry and value specification is helpful to guide this process. Conclusions The consensus on the different topics about the use of positive psychology intervention shows that both consumers and professionals underline the importance of applying PPI’s in BD. The use during subsyndrome and mild depressive episodes seem the most beneficial periods for patients with BD. A more extended study has to be conducted to confirm if these findings are more generalizable Disclosure No significant relationships.
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Sieverink F, Kelders S, Poel M, van Gemert-Pijnen L. Correction for: Opening the Black Box of Electronic Health: Collecting, Analyzing, and Interpreting Log Data. JMIR Res Protoc 2018; 7:e10. [PMID: 29341937 PMCID: PMC5771638 DOI: 10.2196/resprot.8879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Accepted: 08/31/2017] [Indexed: 11/22/2022] Open
Affiliation(s)
- Floor Sieverink
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
| | - Saskia Kelders
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands.,Optentia Research Focus Area, North-West University, Vanderbijlpark, South Africa
| | - Mannes Poel
- Human Media Interaction Group, Department of Computer Science, University of Twente, Enschede, Netherlands
| | - Lisette van Gemert-Pijnen
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
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Sieverink F, Kelders S, Poel M, van Gemert-Pijnen L. Opening the Black Box of Electronic Health: Collecting, Analyzing, and Interpreting Log Data. JMIR Res Protoc 2017; 6:e156. [PMID: 28784592 PMCID: PMC5565791 DOI: 10.2196/resprot.6452] [Citation(s) in RCA: 64] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2016] [Revised: 03/02/2017] [Accepted: 07/12/2017] [Indexed: 11/13/2022] Open
Abstract
In electronic health (eHealth) research, limited insight has been obtained on process outcomes or how the use of technology has contributed to the users’ ability to have a healthier life, improved well-being, or activate new attitudes in their daily tasks. As a result, eHealth is often perceived as a black box. To open this black box of eHealth, methodologies must extend beyond the classic effect evaluations. The analyses of log data (anonymous records of real-time actions performed by each user) can provide continuous and objective insights into the actual usage of the technology. However, the possibilities of log data in eHealth research have not been exploited to their fullest extent. The aim of this paper is to describe how log data can be used to improve the evaluation and understand the use of eHealth technology with a broader approach than only descriptive statistics. This paper serves as a starting point for using log data analysis in eHealth research. Here, we describe what log data is and provide an overview of research questions to evaluate the system, the context, the users of a technology, as well as the underpinning theoretical constructs. We also explain the requirements for log data, the starting points for the data preparation, and methods for data collection. Finally, we describe methods for data analysis and draw a conclusion regarding the importance of the results for both scientific and practical applications. The analysis of log data can be of great value for opening the black box of eHealth. A deliberate log data analysis can give new insights into how the usage of the technology contributes to found effects and can thereby help to improve the persuasiveness and effectiveness of eHealth technology and the underpinning behavioral models.
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Affiliation(s)
- Floor Sieverink
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
| | - Saskia Kelders
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands.,Optentia Research Focus Area, North-West University, Vanderbijlpark, South Africa
| | - Mannes Poel
- Human Media Interaction group, Department of Computer Science, University of Twente, Enschede, Netherlands
| | - Lisette van Gemert-Pijnen
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
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