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Thangavelu K, Hayward JA, Pachana NA, Byrne GJ, Mitchell LK, Wallis GM, Au TR, Dissanayaka NN. Designing Virtual Reality Assisted Psychotherapy for Anxiety in Older Adults Living with Parkinson's Disease: Integrating Literature for Scoping. Clin Gerontol 2022; 45:235-251. [PMID: 31903862 DOI: 10.1080/07317115.2019.1709597] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Objective: This review integrates literature to discuss the potential use of virtual reality (VR) in treatment of anxiety in Parkinson's disease (PD) and inform next steps.Methods: A systematic search was performed to identify studies of VR use in PD, using four databases. Data were reported in accordance to the Preferred Reporting Items for Systematic reviews and Meta-Analyzes extension for Scoping Reviews (PRISMA-ScR).Results: Thirty-two studies met the inclusion criteria with four VR studies from the same study group directly assessing the effects of anxiety on motor symptoms in PD. Primary studies implementing a VR protocol in PD identified focus areas of understanding and alleviating freezing of gait (FOG), balance training, and cognitive and motor rehabilitation, and informed design considerations.Conclusion: VR in PD studies suggested established feasibility. With appropriate design considerations, a VR based protocol could improve anxiety outcomes in PD.Clinical implications: VR in PD provides control of a patient's field of view, which can be exploited to induce specific responses, provide visual feedback, analysis of patient actions, and introduce safe challenges in the context of training. VR assisted Cognitive Behavioral Therapy (CBT) tailored to suit subtypes of anxiety disorders in PD have the potential to improve the efficacy and effectiveness of psychotherapy in PD.
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Affiliation(s)
- Karthick Thangavelu
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Joshua A Hayward
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Nancy A Pachana
- School of Psychology, The University of Queensland, Brisbane, Australia
| | - Gerard J Byrne
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia.,Mental Health Service, Royal Brisbane & Woman's Hospital, Brisbane, Australia
| | | | - Guy M Wallis
- School of Human Movement and Nutrition Sciences, University of Queensland, Brisbane, Australia
| | - Tiffany R Au
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Nadeeka N Dissanayaka
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia.,School of Psychology, The University of Queensland, Brisbane, Australia.,Department of Neurology, Royal Brisbane & Woman's Hospital, Brisbane, Australia
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Brito H, Pham T, Vicente B. Effect of sensorimotor rehabilitation based on an immersive virtual reality model on mental health. Int J Geriatr Psychiatry 2021; 37. [PMID: 33797806 DOI: 10.1002/gps.5541] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
The aim of this study was to determine the immersive virtual reality-based sensorimotor rehabilitation (IVR-SRB) effect on mental health (global mental health, depression, anxiety and well-being) in older adults. METHODS This study was experimental, with a sample of 111 older adults (control-experimental), considering an application of IVR-SRB in four different virtual settings with exteroceptive synchronization, proprioceptive and vestibular stimuli, for 6 weeks. OUTCOME VARIABLES symptoms associated with depression and anxiety; positive mental health (psychological well-being). A descriptive and inferential approach was used to analyze the data, and the ANCOVA test was used to compare the post-intervention groups, controlled by the baseline; In case of baseline moderation, a linear regression model was applied to identify the level of moderation and a region of significance analysis. RESULTS An IVR-SRB positive net effect was found in the reduction of symptoms of global mental health (p < 0.0001) and depression (p < 0.0001), without baseline moderation. The anxiety scores showed moderation at the beginning (p < 0.0001; b = -0.53), identifying that the greater the presence of anxiety symptoms, the greater the effect of IVR-SRB in reducing these symptoms; its effect is present from scores of 2.9 (Goldberg-12). There were no changes in well-being. CONCLUSION IVR-SRB is recognized as a great intervention tool among elderly population, showing its multidimensional approach capacity, properly responding to the reduction of symptoms associated with mental disorders.
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Affiliation(s)
- Héctor Brito
- Department of Psychiatry and Mental Health, Faculty of Medicine, Universidad de Concepción, Concepcion, Chile
- Physiotherapy Department, Faculty of Health Sciences, Health Rehabilitation Sciences Research Unit (I-CIRESA), Universidad Autónoma de Chile, Chile
| | - Trung Pham
- Department of Computer Sciences & Cyberworx, US Air Force Academy, Colorado, USA
| | - Benjamín Vicente
- Department of Psychiatry and Mental Health, Faculty of Medicine, Universidad de Concepción, Concepcion, Chile
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Kim JH, Park S, Lim H. Developing a virtual reality for people with dementia in nursing homes based on their psychological needs: a feasibility study. BMC Geriatr 2021; 21:167. [PMID: 33678160 PMCID: PMC7938563 DOI: 10.1186/s12877-021-02125-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2020] [Accepted: 03/01/2021] [Indexed: 11/29/2022] Open
Abstract
Background The purpose of this study was (1) to develop a virtual reality (VR) intervention program based on the psychological needs of patients residing in nursing facilities in South Korea to alleviate their behavioral and psychological symptoms and (2) to confirm the possibility of utilizing VR in patients with dementia. Methods In the first phase, patients with dementia residing in nursing homes and experiencing behavioral and psychological symptoms were recruited. Surveys and questionnaires were used to identify activities that alleviated the behavioral and psychological symptoms of dementia (BPSD) among the patients. These activities were classified into five types of psychological needs. In the second phase, a fully immersive, interactive, easy-to-use VR platform was developed that reflected these psychological needs. Patients with dementia experienced the VR content. The researchers assessed the level of the participants’ immersion, preference, and interaction with the VR using a 5-point Likert scale. Results In the feasibility test, 10 nursing home residents were recruited. The mean immersion score was 4.93 ± 0.16 points, the mean preference score was 4.35 ± 0.41 points, and the mean interaction score was 3.84 ± 0.43 points using a 5-point Likert scale. Higher mean scores indicated a more positive outcome. Six of the 10 participants required assistance while using the VR. The mean VR experience duration was 10.00 ± 3.46 min. Conclusions The VR-based intervention program that was developed to reduce BPSD was feasible for the participants and provided them with a high degree of satisfaction and immersion. Furthermore, this study also confirmed the convenience and safety of the program. These findings support the potential use of VR-based BPSD intervention programs to treat patients with dementia. Supplementary Information The online version contains supplementary material available at 10.1186/s12877-021-02125-w.
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Affiliation(s)
- Jung-Hee Kim
- College of Nursing, The Catholic University of Korea, 222 Banpo-daero Seocho-gu, Seoul, 06591, Korea.
| | - Seonmin Park
- College of Nursing, The Catholic University of Korea, 222 Banpo-daero Seocho-gu, Seoul, 06591, Korea
| | - Hyeongji Lim
- College of Nursing, The Catholic University of Korea, 222 Banpo-daero Seocho-gu, Seoul, 06591, Korea
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Voštinár P, Horváthová D, Mitter M, Bako M. The look at the various uses of VR. OPEN COMPUTER SCIENCE 2021. [DOI: 10.1515/comp-2020-0123] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Abstract
Virtual, augmented and mixed reality (VR, AR and MR) infiltrated not only gaming, industry, engineering, live events, entertainment, real estate, retail, military, etc., but as surveys indicate, also healthcare and education. In all these areas there is a lack of software development experts for VR, AR and MR to meet the needs of practice. Therefore, our intention at the Department of Computer Science, Faculty of Natural Sciences, Matej Bel University in Banská Bystrica, Slovakia, is to focus on the education and enlightenment of these areas. The aim of this article is to show the role of interactivity in different VR applications and its impact on users in three different areas: gaming, healthcare and education. In the case of one application of Arachnophobia, we also present the results of the research using a questionnaire.
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Affiliation(s)
| | | | | | - Martin Bako
- Matej Bel University in Banská Bystrica , Slovakia
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Wu J, Sun Y, Zhang G, Zhou Z, Ren Z. Virtual Reality-Assisted Cognitive Behavioral Therapy for Anxiety Disorders: A Systematic Review and Meta-Analysis. Front Psychiatry 2021; 12:575094. [PMID: 34366904 PMCID: PMC8342859 DOI: 10.3389/fpsyt.2021.575094] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Accepted: 06/10/2021] [Indexed: 11/25/2022] Open
Abstract
Objective: We aim to explore the effectiveness of virtual reality-assisted cognitive behavioral therapy (VRCBT) in the treatment of anxiety and depression in patients with anxiety disorders. We further compare the therapeutic effect of VRCBT with that of standard cognitive behavioral therapy (CBT), as well as investigate the long-term efficacy of VRCBT. Methods: As of March 3, 2020, a total of four databases (Web of Science, PubMed, PsycINFO, and Scopus) were retrieved, and two researchers independently conducted literature retrieval and research selection and performed data extraction. Methodological quality assessment was performed using the Cochrane risk of bias tool and Grading of Recommendation, Assessment, Development, and Evaluation tool (GRADE). Results: A total of 11 studies were included (n = 626; range, 25.3-43.8), and six randomized controlled trials were quantitatively analyzed. The main outcome was anxiety and depression, and the secondary outcome was the withdrawal rate and long-term effects. Meta-analysis showed that the therapeutic effect of VRCBT on anxiety was better than that of the waiting list group (WLG) (SMD = -0.92; 95% CI: -1.34, -0.50; p = 0.005, I 2 = 66%, n = 276), while the therapeutic effect of VRCBT on anxiety was similar to that of standard CBT treatment (SMD = -0.26; 95% CI: -0.50, -0.01; p = 0.77, I 2 = 0%, n = 150). We further found that the therapeutic effect of VRCBT on depression was better than that of the WLG (SMD = -1.29; 95% CI: -2.26, -0.32; p = 0.09, I 2 = 58%, n = 74), while the effect of VRCBT was similar to that of standard CBT (SMD = -0.30; 95% CI: -0.67, -0.07; p = 0.39, I 2 = 1%, n = 116). Of the five studies that reported withdrawal rates of patients during the VRCBT and CBT treatment process, the withdrawal rates of the VRCBT group and CBT group did not reach statistical significance (OR = 0.70, 1.48, p > 0.05); only two studies reported the long-term effectiveness of VRCBT in anxiety and depression on patients with anxiety disorders. Conclusion: VRCBT treatment has a specific positive effect on patients with anxiety disorders (anxiety and depression). Compared with standard CBT, similar therapeutic effects can be achieved in the treatment of anxiety disorders. However, limited randomized controlled trials were included, requiring that these results be treated with caution.
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Affiliation(s)
| | - Yi Sun
- College of Physical Education, Jilin University, Changchun, China
| | - Gongwei Zhang
- Department of Radiology, Shenzhen Children's Hospital, Shenzhen, China
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Concannon BJ, Esmail S, Roduta Roberts M. Immersive Virtual Reality for the Reduction of State Anxiety in Clinical Interview Exams: Prospective Cohort Study. JMIR Serious Games 2020; 8:e18313. [PMID: 32673223 PMCID: PMC7381040 DOI: 10.2196/18313] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 04/05/2020] [Accepted: 06/03/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Immersive virtual reality (VR) with head-mounted display was used to determine if clinical interview simulation could reduce the anxiety levels of first-year occupational therapy (OT) students as they prepared for upcoming Objective Structured Clinical Examinations (OSCEs). Anxiety among health science students is a potential problem that may diminish their performance during OSCEs. This investigation aimed to fill the gap in the literature regarding the effectiveness of VR to reduce anxiety in OT students. OBJECTIVE This investigation aimed to uncover the effectiveness of immersive VR in reducing state anxiety in OT students who were preparing for OSCEs. METHODS A prospective, experimental, nonrandomized controlled trial compared levels of state anxiety, test anxiety, and academic self-efficacy in two groups of first-year OT students; these levels were measured at four different time points by self-reported psychometric scales, analyzed with a mixed factorial analysis of variance (ANOVA). Members of Phase 1 (NoVR) were not exposed to the VR simulation and acted as a control group for members of Phase 2 (YesVR), who were exposed to the VR simulation. VR simulation featured a virtual clinic and a standardized patient who students could interview in natural language. Measures of student study strategies and previous experience with VR were also recorded. RESULTS A total of 49 participants-29 in the NoVR group and 20 in the YesVR group-showed that state anxiety had a rise-then-fall trend, peaking at the time point just before the OSCE. At that point, the YesVR students showed significantly less state anxiety than did the NoVR students (t46.19=2.34, P=.02, Cohen d=0.65, ηp2=0.105). The mean difference was 6.78 units (95% CI 0.96-12.61). In similar trends for both groups, student test anxiety remained relatively static across the time points, while academic self-efficacy continually increased. A moderate positive correlation was found for total time spent studying and peak state anxiety (NoVR r=.46, n=28, P=.01; YesVR r=.52, n=19, P=.02). CONCLUSIONS This investigation shows evidence of immersive VR's capability to reduce state anxiety in OT students preparing for clinical practical exams. Immersive VR simulation, used for the reduction of anxiety in health science students, can potentially lead to a future of positive mental health change from the virtual to the real world.
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Affiliation(s)
| | - Shaniff Esmail
- Department of Occupational Therapy, University of Alberta, Edmonton, AB, Canada
| | - Mary Roduta Roberts
- Department of Occupational Therapy, University of Alberta, Edmonton, AB, Canada
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Virtual Reality Exercise as a Coping Strategy for Health and Wellness Promotion in Older Adults during the COVID-19 Pandemic. J Clin Med 2020; 9:jcm9061986. [PMID: 32630367 PMCID: PMC7355577 DOI: 10.3390/jcm9061986] [Citation(s) in RCA: 63] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 06/21/2020] [Indexed: 12/26/2022] Open
Abstract
The December 2019 COVID-19 outbreak in China has led to worldwide quarantine, as recommended by local governments and the World Health Organization. Particularly affected are older adults (i.e., those aged ≥ 65 years) who are at elevated risk for various adverse health outcomes, including declines in motor ability and physical activity (PA) participation, increased obesity, impaired cognition, and various psychological disorders. Thus, given the secular increases in the older adult population, novel and effective intervention strategies are necessary to improve physical activity behaviors and health in this population. Virtual reality (VR)-integrated exercise is a promising intervention strategy, which has been utilized in healthcare fields like stroke rehabilitation and psychotherapy. Therefore, the purpose of this editorial is to synthesize recent research examining the efficacy and effectiveness of VR exercise in the promotion of favorable health outcomes among the older adults. Results indicate the application of VR exercise to facilitate improved physical outcomes (e.g., enhanced motor ability, reduced obesity), cognition and psychological outcomes. VR exercise has also been observed to be an effective intervention strategy for fall prevention in this population. Future research should employ more rigorous research designs to allow for a more robust quantitative synthesis of the effect of VR exercise on the preceding outcomes to elucidate which type(s) of VR-based PA interventions are most effective in promoting improved health outcomes among older adults. Findings from this study will better inform the development of technology-savvy PA programs for wellness promotion in older adults who practice social distancing and exercise from home under the unprecedented global health crisis.
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Boeldt D, McMahon E, McFaul M, Greenleaf W. Using Virtual Reality Exposure Therapy to Enhance Treatment of Anxiety Disorders: Identifying Areas of Clinical Adoption and Potential Obstacles. Front Psychiatry 2019; 10:773. [PMID: 31708821 PMCID: PMC6823515 DOI: 10.3389/fpsyt.2019.00773] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Accepted: 09/25/2019] [Indexed: 12/30/2022] Open
Abstract
Despite strong evidence of effectiveness, exposure therapy is an underutilized treatment for anxiety disorders at a time when effective treatment for anxiety is greatly needed. The significant worldwide prevalence and negative impact of anxiety are documented and highlight the importance of increasing therapist and patient use of effective treatment. Obstacles to the use of exposure therapy are explored and steps to lessen these obstacles are proposed. In particular, virtual reality (VR) technology is discussed as a way to increase the availability of exposure therapy. Incorporating VR in therapy can increase the ease, acceptability, and effectiveness of treatment for anxiety. VR exposure therapy (VRET) permits individualized, gradual, controlled, immersive exposure that is easy for therapists to implement and often more acceptable to patients than in vivo or imaginal exposure. VR is presented as a scalable tool that can augment access to and effectiveness of exposure therapy thus improving treatment of anxiety disorders. VR also has the potential to help with assessment and with therapist training standardization. The authors advocate for providing continuing education in VRET to practicing clinicians and including training in exposure therapy and VRET in training programs. Ongoing development of VR applications for clinical use is encouraged, especially when developed in collaboration with software developers, clinical users, therapists who are experienced in VRET, and researchers.
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Affiliation(s)
- Debra Boeldt
- National Mental Health Innovation Center, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | | | - Mimi McFaul
- National Mental Health Innovation Center, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Walter Greenleaf
- Department of Communication, Stanford University, Stanford, CA, United States
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Botella C, Fernández-Álvarez J, Guillén V, García-Palacios A, Baños R. Recent Progress in Virtual Reality Exposure Therapy for Phobias: A Systematic Review. Curr Psychiatry Rep 2017; 19:42. [PMID: 28540594 DOI: 10.1007/s11920-017-0788-4] [Citation(s) in RCA: 151] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
This review is designed to systematically examine the available evidence about virtual reality exposure therapy's (VRET) efficacy for phobias, critically describe some of the most important challenges in the field and discuss possible directions. Evidence reveals that virtual reality (VR) is an effective treatment for phobias and useful for studying specific issues, such as pharmacological compounds and behavioral manipulations, that can enhance treatment outcomes. In addition, some variables, such as sense of presence in virtual environments, have a significant influence on outcomes, but further research is needed to better understand their role in therapeutic outcomes. We conclude that VR is a useful tool to improve exposure therapy and it can be a good option to analyze the processes and mechanisms involved in exposure therapy and the ways this strategy can be enhanced. In the coming years, there will be a significant expansion of VR in routine practice in clinical contexts.
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Affiliation(s)
- Cristina Botella
- Universitat Jaume I, Castellón, Spain.
- CIBER Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto Salud Carlos III, Madrid, Spain.
| | | | - Verónica Guillén
- CIBER Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto Salud Carlos III, Madrid, Spain
- Universitat de Valencia, Valencia, Spain
| | - Azucena García-Palacios
- Universitat Jaume I, Castellón, Spain
- CIBER Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto Salud Carlos III, Madrid, Spain
| | - Rosa Baños
- CIBER Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto Salud Carlos III, Madrid, Spain
- Universitat de Valencia, Valencia, Spain
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Abstract
AbstractIn this paper, we try to present the problems of
the modern approach to treating various phobias. Virtual
environments created by virtual reality (VR) tools can help
to make the treatment of certain types of phobias more efficient.
Attention to this form of phobia treatment with the
help of VR is on the rise in the world, so we are also monitoring
its development, as well. Our paper introduces the
necessary hardware and software that has been piloted in
our department, but also methods of creating virtual environments,
models and application designed for medical
therapies of patients. In ourworkwe have searched for and
tested the following methods for creating virtual environments:
A) modelling using computer graphics, B) modelling
animation using animation programs, C) taking pictures
of static objects and scenes, D) filming moving objects
and scenes using classic video or special scanning
techniques to create 360∘ panoramas or E) any combination
of these methods.
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Affiliation(s)
- Dana Horváthová
- 1Department of Computer Science, Faculty of Natural Sciences, Matej Bel University, Banská Bystrica, 974 01, Slovakia
| | - Vladimír Siládi
- 1Department of Computer Science, Faculty of Natural Sciences, Matej Bel University, Banská Bystrica, 974 01, Slovakia
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Commentary for special edition on anxiety. Int Psychogeriatr 2015; 27:1237-9. [PMID: 26090589 DOI: 10.1017/s1041610215000617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
This impressive collection of papers encompasses key themes at the heart of current research on anxiety in older adults, confirming that the study of anxiety in older adults has, indeed come of age (Beekman et al., 2015). The papers range from those providing in-depth exploration of an aspect of anxiety, such as the review by Hughes and colleagues of the concepts encompassed by the term “fear of falling” (Hughes et al., 2015), to those dealing with the assessment of anxiety, such as those by Mueller (Mueller et al., 2015) and Nitschke Massena (Nitschke Massena et al., 2015), while yet others address important issues in relation to anxiety treatment. This demonstrates the progress that has been made in recent years in our understanding and treatment of this significant group of disorders. I took a particular interest in reading these papers from the perspective of a clinician, and in this commentary will focus on themes and findings that I found to be of particular relevance to the mental health practitioner.
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Clinical staging and profiling of late-life anxiety disorders; the need for collaboration and a life-span perspective. Int Psychogeriatr 2015; 27:1057-9. [PMID: 25881981 DOI: 10.1017/s1041610215000599] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Clinical staging and profiling is a diagnostic strategy that goes beyond the traditional dichotomy in medicine of merely focusing on the presence or absence of a disease. Disease staging extends this traditional dichotomy by defining where a patient lies along the continuum of the course of his or her particular illness. Successful examples include the general tumor, node, metastasis (TNM) classification in oncology, as well as the New York Heart Association (NYHA classes I-IV) functional classification system for patients with congestive heart failure. It enables clinicians to select treatments relevant to earlier stages because such interventions may be more effective and less harmful than treatments delivered later in the illness course. Profiling is a further refinement, as well as a necessary component of staging. Profiling refers to the characterization of a patient within a specific disease stage, which is relevant for its course and treatment choice. An example of profiling is estrogen receptor positivity in patients with breast cancer.
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