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Janssens KME, Joosen MCW, Henderson C, Bakker M, den Hollander W, van Weeghel J, Brouwers EPM. Effectiveness of a Stigma Awareness Intervention on Reemployment of People with Mental Health Issues/Mental Illness: A Cluster Randomised Controlled Trial. JOURNAL OF OCCUPATIONAL REHABILITATION 2024; 34:87-99. [PMID: 37439945 PMCID: PMC10899371 DOI: 10.1007/s10926-023-10129-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/21/2023] [Indexed: 07/14/2023]
Abstract
PURPOSE A barrier for reemployment of people with mental health issues/mental illness (MHI) is workplace stigma and discrimination. In this RCT the effectiveness of a stigma-awareness intervention addressing finding work, retaining work and decisional stress were evaluated. METHODS A cluster RCT was conducted in 8 Dutch municipal practices. Randomisation took place at practice level. Participants were unemployed people with MHI, receiving social benefits. The intervention consisted of a decision aid for workplace disclosure for participants and a 2 × 3 h stigma-awareness training for their employment specialists. Primary outcomes were measured at baseline, 3-, 6- and 12-months. Multilevel analyses, containing random intercepts of participants nested in organizations, were conducted to analyse the effects of the intervention. RESULTS Participants (N = 153) were randomized to an experimental (n = 76) or control group (n = 77). At six months, significantly more participants of the experimental group (51%) had found work compared to the control group (26%). At twelve months, significantly more participants of the experimental group (49%) had retained work compared to the control group (23%). Intention-to-treat analyses showed that randomization to the experimental group was associated with finding (OR(95%CI) = 7.78(1.33-45.53), p = 0.02) and retaining (OR(95%CI) = 12.15(2.81-52.63), p < 0.01) work more often at twelve months. Analyses showed that the experimental and control group did not differ in decisional stress. CONCLUSIONS Our stigma awareness intervention was effective for finding and retaining work. As the percentage of people who found and retained work almost doubled, this suggests that on a societal level, a vast number of unemployed people could be reemployed with a relatively simple intervention. TRIAL REGISTRATION The study was retrospectively registered at the Dutch Trial Register (TRN: NL7798, date: 04-06-2019).
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Affiliation(s)
- K M E Janssens
- Scientific Center for Care and Wellbeing, Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands.
| | - M C W Joosen
- Scientific Center for Care and Wellbeing, Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands
| | - C Henderson
- Health Services and Population Research Department, King's College London Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - M Bakker
- Department of Methodology and Statistics, Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands
| | - W den Hollander
- Department of Epidemiology, Data & Monitoring, Trimbos Institute, Utrecht, The Netherlands
| | - J van Weeghel
- Scientific Center for Care and Wellbeing, Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands
- Phrenos Center of Expertise, Utrecht, The Netherlands
| | - E P M Brouwers
- Scientific Center for Care and Wellbeing, Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands
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Brohan E, Thornicroft G, Rüsch N, Lasalvia A, Campbell MM, Yalçınkaya-Alkar Ö, Lanfredi M, Ochoa S, Üçok A, Tomás C, Fadipe B, Sebes J, Fiorillo A, Sampogna G, Paula CS, Valverde L, Schomerus G, Klemm P, Ouali U, Castelein S, Alexová A, Oexle N, Guimarães PN, Sportel BE, Chang CC, Li J, Shanthi C, Reneses B, Bakolis I, Evans-Lacko S. Measuring discrimination experienced by people with a mental illness: replication of the short-form DISCUS in six world regions. Psychol Med 2023; 53:3963-3973. [PMID: 35351228 PMCID: PMC10317801 DOI: 10.1017/s0033291722000630] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Revised: 02/01/2022] [Accepted: 02/17/2022] [Indexed: 11/07/2022]
Abstract
BACKGROUND The Discrimination and Stigma Scale (DISC) is a patient-reported outcome measure which assesses experiences of discrimination among persons with a mental illness globally. METHODS This study evaluated whether the psychometric properties of a short-form version, DISC-Ultra Short (DISCUS) (11-item), could be replicated in a sample of people with a wide range of mental disorders from 21 sites in 15 countries/territories, across six global regions. The frequency of experienced discrimination was reported. Scaling assumptions (confirmatory factor analysis, inter-item and item-total correlations), reliability (internal consistency) and validity (convergent validity, known groups method) were investigated in each region, and by diagnosis group. RESULTS 1195 people participated. The most frequently reported experiences of discrimination were being shunned or avoided at work (48.7%) and discrimination in making or keeping friends (47.2%). Confirmatory factor analysis supported a unidimensional model across all six regions and five diagnosis groups. Convergent validity was confirmed in the total sample and within all regions [ Internalised Stigma of Mental Illness (ISMI-10): 0.28-0.67, stopping self: 0.54-0.72, stigma consciousness: -0.32-0.57], as was internal consistency reliability (α = 0.74-0.84). Known groups validity was established in the global sample with levels of experienced discrimination significantly higher for those experiencing higher depression [Patient Health Questionnaire (PHQ)-2: p < 0.001], lower mental wellbeing [Warwick-Edinburgh Well-being Scale (WEMWBS): p < 0.001], higher suicidal ideation [Beck Hopelessness Scale (BHS)-4: p < 0.001] and higher risk of suicidal behaviour [Suicidal Ideation Attributes Scale (SIDAS): p < 0.001]. CONCLUSIONS The DISCUS is a reliable and valid unidimensional measure of experienced discrimination for use in global settings with similar properties to the longer DISC. It offers a brief assessment of experienced discrimination for use in clinical and research settings.
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Affiliation(s)
- Elaine Brohan
- Centre for Global Mental Health, Health Services and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Graham Thornicroft
- Centre for Global Mental Health, Health Services and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Centre for Implementation Science, Health Services and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Nicolas Rüsch
- Department of Psychiatry II, Ulm University and BKH Günzburg, Günzburg, Germany
| | - Antonio Lasalvia
- Section of Psychiatry, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Megan M. Campbell
- Department of Psychiatry and Mental Health, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- Department of Psychology, Rhodes University, Makhanda, South Africa
| | | | - Mariangela Lanfredi
- Unit of Psychiatry, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
| | - Susana Ochoa
- Parc Sanitari Sant Joan de Déu, CIBERSAM, Barcelona, Spain
| | - Alp Üçok
- Department of Psychiatry, Istanbul Faculty of Medicine, Istanbul, Turkey
| | - Catarina Tomás
- Department of Nursing Sciences, School of Health Sciences of Polytechnic Institute of Leiria, Leiria, Portugal
- Center for Innovative Care and Health Technology (ciTechCare), Polytechnic Institute of Leiria, Leiria, Portugal
- Center for Health Technology and Services Research (Innovation & Development in Nursing), University of Porto, Porto, Portugal
| | - Babatunde Fadipe
- Department of Psychiatry, Lagos University Teaching Hospital, Lagos, Nigeria
| | - Julia Sebes
- Psychosomatic and Psychotherapy-Rehabilitation Department, National Medical Rehabilitation Institute Szanatórium u. 19. 1121 Budapest, Budapest, Hungary
| | - Andrea Fiorillo
- Department of Psychiatry, University of Campania, L. Vanvitelli, Naples, Italy
| | - Gaia Sampogna
- Department of Psychiatry, University of Campania, L. Vanvitelli, Naples, Italy
| | | | - Leonidas Valverde
- Developmental Disorder Program, Mackenzie Presbyterian University, São Paulo, Brazil
| | - Georg Schomerus
- Department of Psychiatry, University of Leipzig Medical Center, Leipzig, Germany
| | - Pia Klemm
- Department of Psychiatry, Medical Faculty, Greifswald University, Greifswald, Germany
| | - Uta Ouali
- Department Psychiatry A, Razi Hospital La Manouba, Tunisia
- Faculty of Medicine of Tunis, University Tunis El Manar, Tunisia
| | - Stynke Castelein
- Lentis Research, Lentis Psychiatric Institute, Groningen, The Netherlands
- Faculty of Behavioural and Social Sciences, University of Groningen, Groningen, The Netherlands
| | - Aneta Alexová
- Department of Public Mental Health, National Institute of Mental Health, Klecany, Czech Republic
- Faculty of Social Sciences, Charles University, Prague, Czech Republic
| | - Nathalie Oexle
- Department of Psychiatry II, Ulm University and BKH Günzburg, Günzburg, Germany
| | - Patrícia Neves Guimarães
- Department of Mental and Public Health, Faculty of Medicine, State University of Montes Claros, Montes Claros, MG, Brazil
| | - Bouwina Esther Sportel
- Department of Psychotic Disorders, GGZ Drenthe Mental Health Institute, Assen, The Netherlands
| | - Chih-Cheng Chang
- Department of Psychiatry, Chi Mei Medical Center, Tainan, Taiwan
- Department of Health Psychology, Chang Jung Christian University, Tainan, Taiwan
| | - Jie Li
- The Affiliated Brain Hospital of Guangzhou Medical University, Guangzhou, China
| | - Chilasagaram Shanthi
- Department of Psychiatry, Government Medical College, Nizamabad, Telangana State, India
| | - Blanca Reneses
- Institute of Psychiatry and Mental Health, Institute of Biomedical Research (IdISSC), San Carlos University Hospital, Complutense University, Madrid, Spain
| | - Ioannis Bakolis
- Centre for Implementation Science, Health Services and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Sara Evans-Lacko
- Centre for Global Mental Health, Health Services and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Personal Social Services Research Unit, London School of Economics and Political Science, London, UK
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DeJong TL, Chen Q. Utility of a slopes difference test for probing longitudinal multilevel aptitude treatment interactions: a simulation. Front Psychol 2023; 14:1156962. [PMID: 37441330 PMCID: PMC10335001 DOI: 10.3389/fpsyg.2023.1156962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 06/01/2023] [Indexed: 07/15/2023] Open
Abstract
To determine which interventions work best for which students, precision education researchers can examine aptitude-treatment interactions (ATI) or skill-by-treatment interactions (STI) using longitudinal multilevel modeling. Probing techniques like the slopes difference test fit an ATI or STI framework, but power for using slopes difference tests in longitudinal multilevel modeling is unknown. The current study used simulation to determine which design factors influence the power of slopes difference tests. Design factors included effect size, number of waves, number of clusters, participants per cluster, proportion of assignment to the treatment group, and intraclass correlation. Of these factors, effect size, number of waves, number of clusters, and participants per cluster were the strongest determinants of power, model convergence, and rates of singularity. Slopes difference tests had greater power in longitudinal multilevel modeling than where it is originally utilized: multiple regression.
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Affiliation(s)
- Trey L. DeJong
- Department of Mathematics and Statistics, Center for Interdisciplinary Statistical Education and Research, Washington State University, Pullman, WA, United States
| | - Qi Chen
- Department of Educational Psychology, The College of Education, University of North Texas, Denton, TX, United States
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Bogaers R, Geuze E, van Weeghel J, Leijten F, van de Mheen D, Rüsch N, Rozema A, Brouwers E. Workplace Mental Health Disclosure, Sustainable Employability and Well-Being at Work: A Cross-Sectional Study Among Military Personnel with Mental Illness. JOURNAL OF OCCUPATIONAL REHABILITATION 2023; 33:399-413. [PMID: 36376748 PMCID: PMC9663181 DOI: 10.1007/s10926-022-10083-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/25/2022] [Indexed: 05/12/2023]
Abstract
Purpose Disclosure of mental illness to a supervisor can have positive (e.g. supervisor support) and negative consequences (e.g. stigma). However, research on the association between disclosure and sustainable employability and well-being at work is scarce. The aim of this study was to investigate the association between the disclosure decision (yes/no), experiences with the decision (positive/negative) and sustainable employment and well-being at work among military personnel with mental illness (N = 323). Methods A cross-sectional questionnaire study was conducted. Descriptive and regression (linear and ordinal) analyses were performed. Comparisons were made between those with positive and negative disclosure experiences. Results Disclosure decision (yes/no) was not significantly associated with any of the measures of sustainable employability and well-being at work. However, positive disclosure experiences were significantly associated with higher scores on almost all measures of sustainable employability and well-being at work. Those with negative disclosure experiences reported significantly more shame (Mpos = 2.42, Mneg = 2.78, p < .05) and discrimination (Mpos = 1.70, Mneg = 2.84, p < .001). Those with a positive disclosure experience, reported significantly more supervisor support (Mpos = 3.20, Mneg = 1.94, p < .001). Conclusion We did not find evidence that the disclosure decision itself is related to measures of sustainable employment and well-being at work. In contrast, how participants had experienced their (non-)disclosure decision was significantly related to almost all measures. This emphasizes the importance of the work environments reactions to disclosure and mental illness in the workplace. Future research and interventions should focus on increasing the likelihood of positive disclosure experiences through creating a more inclusive work environment, with more supervisor support and less stigma.
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Affiliation(s)
- Rebecca Bogaers
- Tranzo, Scientific Center for Care and Well-Being, Tilburg School of Social and Behavioral Sciences, Tilburg University, Warandelaan 2, 5037 AB, Tilburg, The Netherlands.
- Brain Research and Innovation Centre, Ministry of Defence, Lundlaan 1, 3584 CX, Utrecht, The Netherlands.
- Strategic Military Healthcare Department, Ministry of Defence, Herculeslaan 1, 3584 AB, Utrecht, The Netherlands.
| | - Elbert Geuze
- Strategic Military Healthcare Department, Ministry of Defence, Herculeslaan 1, 3584 AB, Utrecht, The Netherlands
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Jaap van Weeghel
- Tranzo, Scientific Center for Care and Well-Being, Tilburg School of Social and Behavioral Sciences, Tilburg University, Warandelaan 2, 5037 AB, Tilburg, The Netherlands
| | - Fenna Leijten
- Directorate of Strategy and Knowledge, Directorate-General of Policy, Ministry of Defence, Kalvermarkt 32, 2511 CB, The Hague, The Netherlands
| | - Dike van de Mheen
- Tranzo, Scientific Center for Care and Well-Being, Tilburg School of Social and Behavioral Sciences, Tilburg University, Warandelaan 2, 5037 AB, Tilburg, The Netherlands
| | - Nicolas Rüsch
- Department of Psychiatry II, University of Ulm and BKH, Günzburg, Germany
| | - Andrea Rozema
- Tranzo, Scientific Center for Care and Well-Being, Tilburg School of Social and Behavioral Sciences, Tilburg University, Warandelaan 2, 5037 AB, Tilburg, The Netherlands
| | - Evelien Brouwers
- Tranzo, Scientific Center for Care and Well-Being, Tilburg School of Social and Behavioral Sciences, Tilburg University, Warandelaan 2, 5037 AB, Tilburg, The Netherlands
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Gignac MAM, Bowring J, Tonima S, Franche RL, Thompson A, Jetha A, Smith PM, Macdermid JC, Shaw WS, Van Eerd D, Beaton DE, Irvin E, Tompa E, Saunders R. A Sensibility Assessment of the Job Demands and Accommodation Planning Tool (JDAPT): A Tool to Help Workers with an Episodic Disability Plan Workplace Support. JOURNAL OF OCCUPATIONAL REHABILITATION 2023; 33:145-159. [PMID: 35835885 PMCID: PMC9282615 DOI: 10.1007/s10926-022-10057-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/27/2022] [Indexed: 06/15/2023]
Abstract
Purpose Sensibility refers to a tool's comprehensiveness, understandability, relevance, feasibility, and length. It is used in the early development phase to begin assessing a new tool or intervention. This study examined the sensibility of the job demands and accommodation planning tool (JDAPT). The JDAPT identifies job demands related to physical, cognitive, interpersonal, and working conditions to better target strategies for workplace supports and accommodations aimed at assisting individuals with chronic health conditions. Methods Workers with a chronic health condition and workplace representatives were recruited from health charities, workplaces, and newsletters using convenience sampling. Cognitive interviews assessed the JDAPT's sensibility. A 70% endorsement rate was the minimum level of acceptability for sensibility concepts. A short screening tool also was administered, and answers compared to the complete JDAPT. Results Participants were 46 workers and 23 organizational representatives (n = 69). Endorsements highly exceeded the 70% cut-off for understandability, relevance, and length. Congruence between screening questions and the complete JDAPT suggested both workers and organizational representatives overlooked job demands when completing the screener. Participants provided additional examples and three new items to improve comprehensiveness. The JDAPT was rated highly relevant and useful, although not always easy to complete for someone with an episodic condition. Conclusions This study highlights the need for tools that facilitate accommodations for workers with episodic disabilities and provides early evidence for the sensibility of the JDAPT.
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Affiliation(s)
- Monique A M Gignac
- Institute for Work and Health, 400 University Avenue, Suite 1800, Toronto, ON, M5G 1S5, Canada.
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.
| | - Julie Bowring
- Institute for Work and Health, 400 University Avenue, Suite 1800, Toronto, ON, M5G 1S5, Canada
| | - Sabrina Tonima
- Institute for Work and Health, 400 University Avenue, Suite 1800, Toronto, ON, M5G 1S5, Canada
| | | | - Aaron Thompson
- Workplace Safety and Insurance Board (WSIB), Toronto, ON, Canada
- Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Arif Jetha
- Institute for Work and Health, 400 University Avenue, Suite 1800, Toronto, ON, M5G 1S5, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Peter M Smith
- Institute for Work and Health, 400 University Avenue, Suite 1800, Toronto, ON, M5G 1S5, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Joy C Macdermid
- School of Physical Therapy, Western University, London, ON, Canada
| | - William S Shaw
- Medicine, University of Connecticut Health, Farmington, CT, USA
| | - Dwayne Van Eerd
- Institute for Work and Health, 400 University Avenue, Suite 1800, Toronto, ON, M5G 1S5, Canada
| | - Dorcas E Beaton
- Institute for Work and Health, 400 University Avenue, Suite 1800, Toronto, ON, M5G 1S5, Canada
| | - Emma Irvin
- Institute for Work and Health, 400 University Avenue, Suite 1800, Toronto, ON, M5G 1S5, Canada
| | - Emile Tompa
- Institute for Work and Health, 400 University Avenue, Suite 1800, Toronto, ON, M5G 1S5, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Ron Saunders
- Institute for Work and Health, 400 University Avenue, Suite 1800, Toronto, ON, M5G 1S5, Canada
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Van Eersel JHW, Taris TW, Boelen PA. Job loss-related complicated grief symptoms: A cognitive-behavioral framework. Front Psychiatry 2022; 13:933995. [PMID: 35935428 PMCID: PMC9354410 DOI: 10.3389/fpsyt.2022.933995] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 06/24/2022] [Indexed: 11/13/2022] Open
Abstract
In a significant minority of people, involuntarily job loss can result in symptoms of job loss-related complicated grief (JLCG). The present cognitive-behavioral framework is introduced to explain the underlying processes that may lead to the development and maintenance of JLCG symptoms. Three core processes play a central role, namely (1) negative cognitions related to the job loss and misinterpretation of one's grief reactions; (2) anxious and depressive avoidance strategies to cope with the job loss and its consequences; and (3) insufficient integration of the job loss into the autobiographical memory. These core processes are assumed to interact and reinforce each other, leading to JLCG symptoms. The three core processes can be influenced by certain risk factors, including circumstances surrounding the loss, personality traits, and characteristics of the social environment. JLCG symptoms can lead to additional psychological and practical problems, such as anxiety and depressive symptoms, lower employability, and reduced likelihood of re-employment. This paper explains and illustrates the three core processes with vignettes. Implications of the model for preventive measures and psychological interventions are introduced. It concludes with suggestions for future research on JLCG symptoms.
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Affiliation(s)
| | - Toon W. Taris
- Department of Social, Health and Organizational Psychology, Utrecht University, Utrecht, Netherlands
| | - Paul A. Boelen
- Department of Clinical Psychology, Utrecht University, Utrecht, Netherlands
- ARQ National Psychotrauma Centre, Diemen, Netherlands
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Boosting the development of individual placement and support in Europe. Epidemiol Psychiatr Sci 2022. [PMCID: PMC9069580 DOI: 10.1017/s2045796022000129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
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