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de Looff PC, Noordzij ML, Nijman HLI, Goedhard L, Bogaerts S, Didden R. Putting the usability of wearable technology in forensic psychiatry to the test: a randomized crossover trial. Front Psychiatry 2024; 15:1330993. [PMID: 38947186 PMCID: PMC11212012 DOI: 10.3389/fpsyt.2024.1330993] [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: 10/31/2023] [Accepted: 05/02/2024] [Indexed: 07/02/2024] Open
Abstract
Introduction Forensic psychiatric patients receive treatment to address their violent and aggressive behavior with the aim of facilitating their safe reintegration into society. On average, these treatments are effective, but the magnitude of effect sizes tends to be small, even when considering more recent advancements in digital mental health innovations. Recent research indicates that wearable technology has positive effects on the physical and mental health of the general population, and may thus also be of use in forensic psychiatry, both for patients and staff members. Several applications and use cases of wearable technology hold promise, particularly for patients with mild intellectual disability or borderline intellectual functioning, as these devices are thought to be user-friendly and provide continuous daily feedback. Method In the current randomized crossover trial, we addressed several limitations from previous research and compared the (continuous) usability and acceptance of four selected wearable devices. Each device was worn for one week by staff members and patients, amounting to a total of four weeks. Two of the devices were general purpose fitness trackers, while the other two devices used custom made applications designed for bio-cueing and for providing insights into physiological reactivity to daily stressors and events. Results Our findings indicated significant differences in usability, acceptance and continuous use between devices. The highest usability scores were obtained for the two fitness trackers (Fitbit and Garmin) compared to the two devices employing custom made applications (Sense-IT and E4 dashboard). The results showed similar outcomes for patients and staff members. Discussion None of the devices obtained usability scores that would justify recommendation for future use considering international standards; a finding that raises concerns about the adaptation and uptake of wearable technology in the context of forensic psychiatry. We suggest that improvements in gamification and motivational aspects of wearable technology might be helpful to tackle several challenges related to wearable technology.
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Affiliation(s)
- Peter C. de Looff
- Behavioural Science Institute, Radboud University, Nijmegen, Netherlands
- Science and Treatment Innovation, Fivoor, Rotterdam, Netherlands
- National Expercentre Intellectual Disabilities and Severe Behavioral Problems, De Borg, Bilthoven, Netherlands
- Department of Developmental Psychology, Tilburg University, Tilburg, Netherlands
| | - Matthijs L. Noordzij
- Department of Psychology, Health and Technology, Twente University, Enschede, Netherlands
| | - Henk L. I. Nijman
- Behavioural Science Institute, Radboud University, Nijmegen, Netherlands
- Science and Treatment Innovation, Fivoor, Rotterdam, Netherlands
| | | | - Stefan Bogaerts
- Science and Treatment Innovation, Fivoor, Rotterdam, Netherlands
- Department of Developmental Psychology, Tilburg University, Tilburg, Netherlands
| | - Robert Didden
- Behavioural Science Institute, Radboud University, Nijmegen, Netherlands
- Trajectum, Specialized and Forensic Care, Zwolle, Netherlands
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ter Harmsel JF, Noordzij ML, van der Pol TM, Swinkels LTA, Goudriaan AE, Popma A. Exploring the effects of a wearable biocueing app (Sense-IT) as an addition to aggression regulation therapy in forensic psychiatric outpatients. Front Psychol 2023; 14:983286. [PMID: 36968738 PMCID: PMC10036768 DOI: 10.3389/fpsyg.2023.983286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 01/18/2023] [Indexed: 03/12/2023] Open
Abstract
ObjectivePreventing and reducing violence is of high importance for both individuals and society. However, the overall efficacy of current treatment interventions aimed at reducing aggressive behavior is limited. New technological-based interventions may enhance treatment outcomes, for instance by facilitating out-of-session practice and providing just-in-time support. Therefore, the aim of this study was to assess the effects of the Sense-IT biocueing app as an addition to aggression regulation therapy (ART) on interoceptive awareness, emotion regulation, and aggressive behavior among forensic outpatients.MethodsA combination of methods was used. Quantitatively, a pretest-posttest design was applied to explore group changes in aggression, emotion regulation, and anger bodily sensations associated with the combination of biocueing intervention and ART. Measures were assessed at pretest, after 4 weeks posttest, and after one-month follow-up. During the 4 weeks, a single-case experimental ABA design was applied for each participant. Biocueing was added in the intervention phase. During all phases anger, aggressive thoughts, aggressive behavior, behavioral control, and physical tension were assessed twice a day, and heart rate was measured continuously. Qualitative information regarding interoceptive awareness, coping, and aggression was collected at posttest. 25 forensic outpatients participated.ResultsA significant decrease in self-reported aggression was found between pre- and posttest. Furthermore, three-quarters of participants reported increased interoceptive awareness associated with the biocueing intervention. However, the repeated ambulatory measurements of the single-case experimental designs (SCEDs) did not indicate a clear effect favoring the addition of biocueing. On group level, no significant effects were found. On the individual level, effects favoring the intervention were only found for two participants. Overall, effect sizes were small.ConclusionBiocueing seems a helpful addition to increase interoceptive awareness among forensic outpatients. However, not all patients benefit from the current intervention and, more specifically, from its behavioral support component aimed at enhancing emotion regulation. Future studies should therefore focus on increasing usability, tailoring the intervention to individual needs, and on integration into therapy. Individual characteristics associated with effective support by a biocueing intervention should be further investigated, as the use of personalized and technological-based treatment interventions is expected to increase in the coming years.
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Affiliation(s)
- Janna F. ter Harmsel
- Forensic Mental Healthcare, Inforsa, Amsterdam, Netherlands
- Department of Child and Adolescent Psychiatry and Psychology, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
- *Correspondence: Janna F. ter Harmsel,
| | - Matthijs L. Noordzij
- Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
| | - Thimo M. van der Pol
- Forensic Mental Healthcare, Inforsa, Amsterdam, Netherlands
- Department of Child and Adolescent Psychiatry and Psychology, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
- Department of Research and Quality of Care, Arkin Mental Health Institute, Amsterdam, Netherlands
| | - Lise T. A. Swinkels
- Forensic Mental Healthcare, Inforsa, Amsterdam, Netherlands
- Department of Child and Adolescent Psychiatry and Psychology, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Anna E. Goudriaan
- Department of Research and Quality of Care, Arkin Mental Health Institute, Amsterdam, Netherlands
- Department of Psychiatry, Amsterdam Public Health Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
- Amsterdam Institute for Addiction Research, Amsterdam, Netherlands
| | - Arne Popma
- Department of Child and Adolescent Psychiatry and Psychology, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
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Mavragani A, Smulders LM, Noordzij ML, Swinkels LTA, Goudriaan AE, Popma A, van der Pol TM. Forensic Psychiatric Outpatients' and Therapists' Perspectives on a Wearable Biocueing App (Sense-IT) as an Addition to Aggression Regulation Therapy: Qualitative Focus Group and Interview Study. JMIR Form Res 2023; 7:e40237. [PMID: 36724008 PMCID: PMC9932871 DOI: 10.2196/40237] [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: 06/12/2022] [Revised: 12/01/2022] [Accepted: 12/01/2022] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Given the increased use of smart devices and the advantages of individual behavioral monitoring and assessment over time, wearable sensor-based mobile health apps are expected to become an important part of future (forensic) mental health care. For successful implementation in clinical practice, consideration of barriers and facilitators is of utmost importance. OBJECTIVE The aim of this study was to provide insight into the perspectives of both psychiatric outpatients and therapists in a forensic setting on the use and implementation of the Sense-IT biocueing app in aggression regulation therapy. METHODS A combination of qualitative methods was used. First, we assessed the perspectives of forensic outpatients on the use of the Sense-IT biocueing app using semistructured interviews. Next, 2 focus groups with forensic therapists were conducted to gain a more in-depth understanding of their perspectives on facilitators of and barriers to implementation. RESULTS Forensic outpatients (n=21) and therapists (n=15) showed a primarily positive attitude toward the addition of the biocueing intervention to therapy, with increased interoceptive and emotional awareness as the most frequently mentioned advantage in both groups. In the semistructured interviews, patients mainly reported barriers related to technical or innovation problems (ie, connection and notification issues, perceived inaccuracy of the feedback, and limitations in the ability to personalize settings). In the focus groups with therapists, 92 facilitator and barrier codes were identified and categorized into technical or innovation level (n=13, 14%), individual therapist level (n=28, 30%), individual patient level (n=33, 36%), and environmental and organizational level (n=18, 20%). The predominant barriers were limitations in usability of the app, patients' motivation, and both therapists' and patients' knowledge and skills. Integration into treatment, expertise within the therapists' team, and provision of time and materials were identified as facilitators. CONCLUSIONS The chances of successful implementation and continued use of sensor-based mobile health interventions such as the Sense-IT biocueing app can be increased by considering the barriers and facilitators from patients' and therapists' perspectives. Technical or innovation-related barriers such as usability issues should be addressed first. At the therapist level, increasing integration into daily routines and enhancing affinity with the intervention are highly recommended for successful implementation. Future research is expected to be focused on further development and personalization of biocueing interventions considering what works for whom at what time in line with the trend toward personalizing treatment interventions in mental health care.
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Affiliation(s)
| | - Lisanne M Smulders
- Inforsa Forensic Mental Healthcare, Amsterdam, Netherlands.,Department of Child and Adolescent Psychiatry and Psychology, Amsterdam Public Health Research Institute, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Matthijs L Noordzij
- Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
| | - Lise T A Swinkels
- Inforsa Forensic Mental Healthcare, Amsterdam, Netherlands.,Department of Child and Adolescent Psychiatry and Psychology, Amsterdam Public Health Research Institute, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Anna E Goudriaan
- Department of Research and Quality of Care, Arkin Institute for Mental Health, Amsterdam, Netherlands.,Department of Psychiatry, Amsterdam Public Health Research Institute, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, Netherlands.,Amsterdam Institute for Addiction Research, Amsterdam, Netherlands
| | - Arne Popma
- Department of Child and Adolescent Psychiatry and Psychology, Amsterdam Public Health Research Institute, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Thimo M van der Pol
- Inforsa Forensic Mental Healthcare, Amsterdam, Netherlands.,Department of Child and Adolescent Psychiatry and Psychology, Amsterdam Public Health Research Institute, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam, Netherlands.,Department of Research and Quality of Care, Arkin Institute for Mental Health, Amsterdam, Netherlands
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Hendryckx C, Nalder E, Drake E, Leclaire É, Pituch E, Gouin-Vallerand C, Wang RH, Poulin V, Paquet V, Bottari C. Managing challenging behaviours in adults with traumatic brain injury: A scoping review of technology-based interventions. J Rehabil Assist Technol Eng 2023; 10:20556683231191975. [PMID: 37614442 PMCID: PMC10443634 DOI: 10.1177/20556683231191975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/25/2023] Open
Abstract
Challenging behaviours are one of the most serious sequelae after a traumatic brain injury (TBI). These chronic behaviours must be managed to reduce the associated burden for caregivers, and people with TBI. Though technology-based interventions have shown potential for managing challenging behaviours, no review has synthesised evidence of technology aided behaviour management in the TBI population. The objective of this scoping review was to explore what technology-based interventions are being used to manage challenging behaviours in people with TBI. Two independent reviewers analysed 3505 studies conducted between 2000 and 2023. Studies were selected from five databases using search strategies developed in collaboration with a university librarian. Sixteen studies were selected. Most studies used biofeedback and mobile applications, primarily targeting emotional dysregulation. These technologies were tested in a variety of settings. Two interventions involved both people with TBI and their family caregivers. This review found that technology-based interventions have the potential to support behavioural management, though research and technology development is at an early stage. Future research is needed to further develop technology-based interventions that target diverse challenging behaviours, and to document their effectiveness and acceptability for use by people with TBI and their families.
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Affiliation(s)
- Charlotte Hendryckx
- Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal, Institut Universitaire sur la Réadaptation en déficience Physique de Montréal, CIUSSS du Centre-Sud-de-l’Île-de-Montréal, Montreal, QC, Canada
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Research Center from CIUSSS du Nord-de-l’Île-de-Montréal, Montreal, QC, Canada
- Department Of Psychology, Université de Montréal, Montreal, QC, Canada
| | - Emily Nalder
- Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, ON, Canada
| | - Emma Drake
- Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, ON, Canada
| | - Éliane Leclaire
- Department Of Psychology, Université de Montréal, Montreal, QC, Canada
| | - Evelina Pituch
- Department of Health and Society, University of Toronto Scarborough, Toronto, ON, Canada
| | - Charles Gouin-Vallerand
- Centre de Recherche Createch sur les Organisations Intelligentes, Université de Sherbrooke, Sherbrooke, QC, Canada
- DOMUS Laboratory, Université de Sherbrooke, Sherbrooke, QC, Canada
- University of Sherbrooke, Sherbrooke, QC, Canada
| | - Rosalie H Wang
- Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, ON, Canada
| | - Valérie Poulin
- Department Of Occupational therapy, Université du Québec à Trois-Rivières, Trois-Rivieres, QC, Canada
- Center for Interdisciplinary Research in Rehabilitation and Social Integration (CIRRIS), CIUSSS de la Capitale-Nationale, QC, Canada
| | - Virginie Paquet
- Bibliothèque Marguerite-D’Youville, Université de Montréal, Montréal, QC, Canada
| | - Carolina Bottari
- Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal, Institut Universitaire sur la Réadaptation en déficience Physique de Montréal, CIUSSS du Centre-Sud-de-l’Île-de-Montréal, Montreal, QC, Canada
- Occupational Therapy Program, School of Rehabilitation, Université de Montréal, Montréal, QC, Canada
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