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Franzoi IG, Sauta MD, Bonafede M, Francioso G, De Luca A, Barbagli F, Granieri A. Psychological Distress in Patients With Asbestos-Related Diseases and Their Families: A Systematic Literature Review. Psychooncology 2025; 34:e70051. [PMID: 39776006 PMCID: PMC11707407 DOI: 10.1002/pon.70051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 11/08/2024] [Accepted: 12/09/2024] [Indexed: 01/11/2025]
Abstract
BACKGROUND Exposure to asbestos in the workplace is currently recognized as one of the leading causes of work-related deaths, with more than half of deaths attributable to cancer. AIMS The aim of this systematic literature review was to investigate the mental health and psychological distress of patients affected by asbestos-related diseases and their caregivers. METHODS The review was conducted using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses. The studies were identified in October 2023 by searching four electronic databases: Scopus, Web of Science, PubMed and PsycInfo/PsycArtcicles. Risk of bias was assessed using the JBI checklist. RESULTS Fourteen articles were identified. The studies focused exclusively on the psychological distress of patients with malignant mesothelioma (MM) and their caregivers. MM appears to have traumatic effects on both patients and caregivers, who may experience anxiety and depression, an impoverished emotional life, somatization, social withdrawal, and a deterioration in their quality of life. In addition, a need for information about MM, its progression and associated care tasks was identified, and patients and caregivers reported frequently seeking information from online sources. CONCLUSIONS Our review has shown that there are still few studies addressing psychological distress in MM patients and their caregivers, and none addressing distress in the context of other asbestos-related diseases. The somatopsychic consequences of MM in patients and caregivers should encourage institutions and health professionals to develop assessment and intervention models that are tailored to the specific suffering and needs of MM patients and their caregivers and promote their residual vitality.
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Affiliation(s)
| | | | - Michela Bonafede
- Epidemiology and Hygiene DepartmentOccupational and Environmental MedicineItalian Workers' Compensation Authority (INAIL)RomeItaly
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Franzoi IG, Sauta MD, De Luca A, Barbagli F, Granieri A. Psychological Interventions for Mesothelioma Patients and Their Caregivers: A Systematic Literature Review. J Pain Symptom Manage 2024; 68:e347-e355. [PMID: 39029809 DOI: 10.1016/j.jpainsymman.2024.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 06/06/2024] [Accepted: 07/05/2024] [Indexed: 07/21/2024]
Abstract
Malignant Mesothelioma (MM) has a striking impact on the somatopsychic balance of patients and their families, including physical, psychological, and interpersonal problems. The aim of this systematic literature review was to investigate what psychological interventions are offered to patients with MM and their caregivers worldwide. METHODS The review was conducted using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses. The literature search led to the identification of 12 articles. Results were categorized into five categories. 1. Individual psychological support, 2. Group psychological support, 3. Cognitive-behavioral group psychotherapy, 4. Brief psychoanalytic groups, 5. Multifamily group. RESULTS The interventions differed in terms of form, duration and resources used. Most of them were group-based and psychoanalytically oriented, although individual and cognitive-behavioral interventions were also described. Despite the differences, the interventions appeared to be fundamental in facilitating the processing of mental pain and anger related to the diagnosis. CONCLUSION Our study has shown that there are still few psychological interventions available for MM patients and their caregivers. The somatopsychic consequences of MM in patients and caregivers should encourage institutions and healthcare professionals to develop assessment and intervention models that address the different dimensions of their suffering and promote their residual vitality.
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Granieri A, Franzoi IG, Sauta MD, Marinaccio A, Mensi C, Rugarli S, Migliore E, Cozzi I, Cavone D, Vimercati L, Grosso F, Bertolotti M, Raimondi G, Innamorati M, Bonafede M. Confirmatory validation of a brief patient-reported outcome measure assessing psychological distress in caregivers of malignant mesothelioma patients: the Mesothelioma Psychological Distress Tool-Caregivers. Front Psychol 2024; 15:1444960. [PMID: 39512577 PMCID: PMC11541108 DOI: 10.3389/fpsyg.2024.1444960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 10/10/2024] [Indexed: 11/15/2024] Open
Abstract
Objective The diagnosis of malignant mesothelioma (MM) can be devastating for both patients and caregivers, who may experience intense suffering from a physical, psychological, and interpersonal perspective. Despite the extensive literature on caregiver distress, there is a lack of validated measures to provide evidence of psychological distress of caregivers of MM patients. Therefore, in a previous study we developed the Mesothelioma Psychological Distress Tool-Caregivers (MPDT-C) to evaluate the specific profile of psychological distress in this population. This paper describes the item selection, factor analysis, and psychometric evaluation of the revised MPDT-C. Methods The analyses of this work first aimed to confirm the previous factorial structure. In the case of nonfit, it aimed to find an alternative structure and causes of nonfit in the model. Examination of the fit of the factorial model was conducted using a Bayesian approach. Results The final version of the MPDT-C is a 7-item self-report questionnaire consisting of one factor (Burden for the caregiver). Conclusion Having a short self-report questionnaire to assess the psychological distress experienced by caregivers of MM patients has several advantages. First, it is suited to epidemiological studies where multiple variables and measures are involved. Second, it is easy to administer and does not take much time to complete. Therefore, the MPDT-C can also be administered in clinical contexts, perhaps when MM patients attend follow-up medical evaluation. Lastly, short measures are less affected by cognitive fatigue, which is very common in a long battery of tests and could affect response reliability.
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Affiliation(s)
| | | | | | - Alessandro Marinaccio
- Occupational and Environmental Medicine, Epidemiology and Hygiene Department, Italian Workers’ Compensation Authority (INAIL), Rome, Italy
| | - Carolina Mensi
- COR Lombardy, Occupational Health Unit, Fondazione IRCCS Ca’ Granda, Ospedale Maggiore Policlinico of Milan, Milan, Italy
| | - Sabrina Rugarli
- COR Lombardy, Occupational Health Unit, Fondazione IRCCS Ca’ Granda, Ospedale Maggiore Policlinico of Milan, Milan, Italy
| | - Enrica Migliore
- COR Piedmont, Unit of Cancer Epidemiology, AOU Città della Salute e della Scienza di Torino, CPO Piedmont and University of Turin, Turin, Italy
| | - Ilaria Cozzi
- COR Lazio, Department of Epidemiology, Lazio Regional Health Service, Local Health Unit 1, Rome, Italy
| | - Domenica Cavone
- Section of Occupational Medicine “B. Ramazzini”, Department of Interdisciplinary Medicine, Regional Operating Center of Puglia (COR Puglia), University of Bari, Bari, Italy
| | - Luigi Vimercati
- Section of Occupational Medicine “B. Ramazzini”, Department of Interdisciplinary Medicine, Regional Operating Center of Puglia (COR Puglia), University of Bari, Bari, Italy
| | - Federica Grosso
- Mesothelioma and Rare Cancers Unit, Azienda Ospedaliera SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Marinella Bertolotti
- Research Training Innovation Infrastructure, Research and Innovation Department (DAIRI), AO SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Giulia Raimondi
- Department of Psychology, University of Turin, Turin, Italy
- Clinical Epidemiology Unit, Istituto Dermopatico dell’Immacolata, IDI-IRCCS, Rome, Italy
| | - Marco Innamorati
- Department of Human Sciences, European University of Rome, Rome, Italy
| | - Michela Bonafede
- Occupational and Environmental Medicine, Epidemiology and Hygiene Department, Italian Workers’ Compensation Authority (INAIL), Rome, Italy
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Sherborne V, Ejegi-Memeh S, Tod AM, Taylor B, Hargreaves S, Gardiner C. Living with mesothelioma: a systematic review of mental health and well-being impacts and interventions for patients and their informal carers. BMJ Open 2024; 14:e075071. [PMID: 38951010 PMCID: PMC11218022 DOI: 10.1136/bmjopen-2023-075071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 06/12/2024] [Indexed: 07/03/2024] Open
Abstract
OBJECTIVES Mesothelioma is an aggressive cancer predominantly affecting the lung and abdominal linings. It can have a unique impact on mental health and well-being (MHWB) due to its incurability, poor prognosis and asbestos-exposure causation. This review's aims were to identify/synthesise international evidence on mesothelioma's MHWB impacts; explore MHWB interventions used by patients and carers; and identify evidence of their effectiveness. DESIGN Systematic review. DATA SOURCES Databases, searched March 2022 and March 2024, were MEDLINE; CINAHL; PsycINFO; Cochrane Library; ASSIA. ELIGIBILITY CRITERIA We included study designs focusing on psychological impacts of living with mesothelioma and MHWB interventions used by patients and informal carers, published in English since January 2002. DATA EXTRACTION AND SYNTHESIS A team of reviewers screened included studies using standardised methods. Quality was assessed using validated tools: Mixed-Methods Appraisal tool for primary research and Joanna Briggs Institute Critical Appraisal Checklist for Systematic Reviews. RESULTS Forty-eight studies met the inclusion criteria: 20 qualitative, 16 quantitative, nine reviews, two mixed-methods, one combined systematic review/qualitative study. UK studies predominated. Many MHWB impacts were reported, including traumatic stress, depression, anxiety and guilt. These were influenced by mesothelioma's causation, communication issues and carer-patient relational interactions. Participants used wide-ranging MHWB interventions, including religious/spiritual practice; talking to mental-health professionals; meaning-making. Some strategies were presented as unhelpful, for example, denial. Participants reported lack of access to support. CONCLUSIONS Most qualitative studies were rated high quality. The quality of the quantitative studies and reviews varied. The sparse literature regarding MHWB in mesothelioma means more research is needed into impacts on patients and carers, including trauma. To enable access to evidence-based support, research is recommended concerning MHWB interventions' effectiveness in mesothelioma. PROSPERO REGISTRATION NUMBER CRD42022302187.
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Affiliation(s)
- Virginia Sherborne
- Mesothelioma UK Research Centre, Division of Nursing and Midwifery, The University of Sheffield, Sheffield, UK
| | - Stephanie Ejegi-Memeh
- Mesothelioma UK Research Centre, Division of Nursing and Midwifery, The University of Sheffield, Sheffield, UK
| | - Angela Mary Tod
- Mesothelioma UK Research Centre, Division of Nursing and Midwifery, The University of Sheffield, Sheffield, UK
| | - Bethany Taylor
- Mesothelioma UK Research Centre, Division of Nursing and Midwifery, The University of Sheffield, Sheffield, UK
| | - Sarah Hargreaves
- Mesothelioma UK Research Centre, Division of Nursing and Midwifery, The University of Sheffield, Sheffield, UK
| | - Clare Gardiner
- Mesothelioma UK Research Centre, Division of Nursing and Midwifery, The University of Sheffield, Sheffield, UK
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Bonafede M, Franzoi IG, Sauta MD, Marinaccio A, Mensi C, Rugarli S, Migliore E, Cozzi I, Cavone D, Vimercati L, Grosso F, Bertolotti M, Raimondi G, Innamorati M, Granieri A. Confirmatory validation of the Mesothelioma Psychological Distress Tool-Patients: A brief patient-reported outcome measure assessing psychological distress in malignant mesothelioma patients. Psychooncology 2024; 33:e6371. [PMID: 38942736 DOI: 10.1002/pon.6371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 06/14/2024] [Accepted: 06/20/2024] [Indexed: 06/30/2024]
Abstract
OBJECTIVE Psychological suffering in patients with Malignant Mesothelioma (MM) is different from the one experienced by patients with other cancers due to its occupational or environmental etiology and its peculiar symptomatology and prognosis (i.e., poor prognosis, reduced effectiveness of the therapies, poor quality of residual life, and advanced age at the time of diagnosis). Therefore, the Mesothelioma Psychological Distress Tool-Patients (MPDT-P) has been developed to evaluate the specific profile of psychological suffering in this population. This paper describes the item selection, factor analysis, and psychometric evaluation of the revised MPDT-P. METHODS The analyses of the current work aimed to confirm the factorial structure found in the first version of the MPDT-P. In the case of nonfit, it aimed to find an alternative structure and causes of nonfit in the model. The search for the fit of the factorial model was conducted using a Bayesian approach. RESULTS The two-factor model reported in the first version of the instrument did not fit the data. Confirmatory Bayesian analyses showed adequate fit for the three-factor solution. Based on the content of the items, we labeled the factors as dysfunctional emotions, claims for justice, and anxieties about the future. CONCLUSIONS Integrating the MPDT-P into clinical practice could help clinicians gain insight into the specific suffering related to MM and investigate potential differences related to different occupational and environmental exposure contexts.
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Affiliation(s)
- Michela Bonafede
- Occupational and Environmental Medicine, Epidemiology and Hygiene Department, Italian Workers' Compensation Authority (INAIL), Rome, Italy
| | | | | | - Alessandro Marinaccio
- Occupational and Environmental Medicine, Epidemiology and Hygiene Department, Italian Workers' Compensation Authority (INAIL), Rome, Italy
| | - Carolina Mensi
- COR Lombardy, Occupational Health Unit, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico of Milan, Milan, Italy
| | - Sabrina Rugarli
- COR Lombardy, Occupational Health Unit, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico of Milan, Milan, Italy
| | - Enrica Migliore
- COR Piedmont, Unit of Cancer Epidemiology, AOU Città della Salute e della Scienza di Torino, CPO Piedmont and University of Turin, Turin, Italy
| | - Ilaria Cozzi
- Department of Epidemiology, COR Lazio, Lazio Regional Health Service, Local Health Unit 1, Rome, Italy
| | - Domenica Cavone
- Department of Interdisciplinary Medicine, Section of Occupational Medicine "B. Ramazzini", Regional Operating Center of Puglia (COR Puglia), University of Bari, Bari, Italy
| | - Luigi Vimercati
- Department of Interdisciplinary Medicine, Section of Occupational Medicine "B. Ramazzini", Regional Operating Center of Puglia (COR Puglia), University of Bari, Bari, Italy
| | - Federica Grosso
- Mesothelioma and Rare Cancers Unit, Azienda Ospedaliera SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Marinella Bertolotti
- Research Training Innovation Infrastructure, Research and Innovation Department (DAIRI), AO SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Giulia Raimondi
- Department of Psychology, University of Turin, Turin, Italy
- Clinical Epidemiology Unit, Istituto Dermopatico dell'Immacolata, IDI-IRCCS, Rome, Italy
| | - Marco Innamorati
- Department of Human Sciences, European University of Rome, Roma, Italy
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Ancillotti LHDSF, Abreu MHNGD, Marinho AMCL, Santos MPAD. Validating evidence for the knowledge, management and involvement of dentists in a dental approach to sickle-cell disease. Braz Oral Res 2024; 38:e026. [PMID: 38597546 PMCID: PMC11376614 DOI: 10.1590/1807-3107bor-2024.vol38.0026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 10/25/2023] [Indexed: 04/11/2024] Open
Abstract
This study validated the content of an instrument designed to assess the knowledge, involvement (attitudes) and management (practice) of dentists relative to sickle-cell disease (KAPD-SCD). The instrument consisted of five domains composed of a total of thirteen items: I. Dentist's self-assessment relative to sickle-cell disease; II. Dentist's knowledge of the repercussions of sickle-cell disease on the stomatognathic system; III. Dentist's knowledge of the complications of sickle-cell disease in the stomatognathic system; IV. Dentist's knowledge concerning the dental management of sickle-cell disease patients; and V. Dentist's involvement in an approach to sickle-cell disease. Twelve experts assigned scores to each item of the instrument. The criteria were clarity, understanding and appropriateness, leaving open fields for comments. Descriptive and content analyses of the data were made. Each expert analyzed 39 assessment units. The percentages considered for agreement were high (>80%), medium (70%-80%), or low (<70%), and each item was maintained or revised according to the percentage observed. There was high consensus in 74% of the assessment units (the corresponding items were maintained), medium consensus in 24% of them (the corresponding items were revised), and disagreement in 2% of them, namely as regards the "appropriateness" of item 5 ("Are there oral complications in sickle-cell disease?"), which was revised. The final version of the instrument had 16 items for different applications such as in the clinical care program, teaching program, or research program, with different cut-off scores for each application. In conclusion, the level of agreement among experts showed evidence of the content validity of the instrument.
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Affiliation(s)
| | | | | | - Marcia Pereira Alves Dos Santos
- Universidade Federal do Rio de Janeiro - UFRJ, School of Dentistry, Department of Community and Preventive Dentistry, Rio de Janeiro, RJ, Brazil
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Sherborne V, Wood E, Mayland CR, Gardiner C, Lusted C, Bibby A, Tod A, Taylor B, Ejegi-Memeh S. The mental health and well-being implications of a mesothelioma diagnosis: A mixed methods study. Eur J Oncol Nurs 2024; 70:102545. [PMID: 38522172 DOI: 10.1016/j.ejon.2024.102545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 02/21/2024] [Accepted: 03/03/2024] [Indexed: 03/26/2024]
Abstract
PURPOSE Mesothelioma is an incurable, asbestos-related cancer with a poor prognosis. There is scant evidence about the mental health and well-being impacts on patients and carers living with the illness. This study aimed to investigate mesothelioma's impact on mental health and well-being and the scale of mental health conditions in patients and informal carers. METHODS A mixed-methods design was used: a cross-sectional survey of mesothelioma patients and informal carers plus semi-structured interviews with patients and carers. The survey used validated scales collecting data on mental health aspects of mesothelioma: the EQ5D to assess health-related quality-of-life; the Hospital Anxiety and Depression scale; the PCL-5 to assess Posttraumatic Stress; and the Posttraumatic Growth Inventory. The datasets were integrated during analysis. RESULTS 96 useable survey responses were received. A clinical level of depression was reported by 29 participants (30.21%), of anxiety by 48 (50%), of posttraumatic distress disorder by 32 (33.33%), and of posttraumatic growth by 34 (35.42%). Carers had worse scores than patients. Three main themes were developed from interviews with 10 patients and 11 carers: 'Prognosis', 'Support from services', and 'Social connections and communication'. CONCLUSIONS Healthcare professionals delivering a mesothelioma diagnosis require regular training in communication skills plus updating in current treatment options, so they provide an appropriate mix of realism and hope. Better signposting to mental health support is needed for patients and carers. Our introduction of posttraumatic growth into the mesothelioma literature is novel. We recommend specialist nurses are trained to recognise, understand, and foster posttraumatic growth.
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Affiliation(s)
- Virginia Sherborne
- Mesothelioma UK Research Centre, School of Allied Health Professions, Nursing and Midwifery, University of Sheffield, Barber House Annexe, 3a Clarkehouse Road, Sheffield, S10 2LA, UK.
| | - Emily Wood
- Division of Population Health, School of Medicine and Population Health, The University of Sheffield, UK
| | - Catriona R Mayland
- Division of Clinical Medicine, School of Medicine and Population Health, University of Sheffield, UK
| | - Clare Gardiner
- Mesothelioma UK Research Centre, School of Allied Health Professions, Nursing and Midwifery, University of Sheffield, Barber House Annexe, 3a Clarkehouse Road, Sheffield, S10 2LA, UK
| | - Caitlin Lusted
- Mesothelioma UK Research Centre, School of Allied Health Professions, Nursing and Midwifery, University of Sheffield, Barber House Annexe, 3a Clarkehouse Road, Sheffield, S10 2LA, UK
| | - Anna Bibby
- Academic Respiratory Unit, University of Bristol and North Bristol NHS Trust, Bristol, UK
| | - Angela Tod
- Mesothelioma UK Research Centre, School of Allied Health Professions, Nursing and Midwifery, University of Sheffield, Barber House Annexe, 3a Clarkehouse Road, Sheffield, S10 2LA, UK
| | - Bethany Taylor
- Mesothelioma UK Research Centre, School of Allied Health Professions, Nursing and Midwifery, University of Sheffield, Barber House Annexe, 3a Clarkehouse Road, Sheffield, S10 2LA, UK
| | - Stephanie Ejegi-Memeh
- Mesothelioma UK Research Centre, School of Allied Health Professions, Nursing and Midwifery, University of Sheffield, Barber House Annexe, 3a Clarkehouse Road, Sheffield, S10 2LA, UK
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Franzoi IG, Granieri A, Sauta MD, Agnesone M, Gonella M, Grimaldi C, Vallauri I, Boglione A, Vana F, Bergnolo P, Comandone A. The psychological impact of sarcoma on affected patients. Psychooncology 2023; 32:1787-1797. [PMID: 37930090 DOI: 10.1002/pon.6240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 10/09/2023] [Accepted: 10/20/2023] [Indexed: 11/07/2023]
Abstract
OBJECTIVE Sarcoma diagnosis and its treatment trajectory may deeply affect the somatopsychic balance of patients and their caregivers. This systematic review aimed at deepening the understanding of sarcoma's impact on the entire family unit involved in the illness experience on a physical (e.g. fatigue), psychological (e.g. mental health, affective regulation, defense mechanisms), and interpersonal (e.g. social isolation, loneliness) level. METHODS The systematic review was conducted using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses. The literature search led to the identification and subsequent inclusion of 44 articles focused on sarcoma patients. Results were classified into seven categories: Quality of Life, worries and distress, anxiety and depression, suicide ideation, financial and occupational consequences, unmet needs, and coping strategies. Our search identified only one study focusing on informal caregivers, thus we could not perform a systematic review on these results. RESULTS Our findings underlined the traumatic impact of the sarcoma diagnosis. Patients can experience an impoverished emotional life, somatization, social withdrawal, difficulty in decision-making, increased feelings of discouragement and demoralization, and profound experiences of helplessness and vulnerability. Moreover, they seemed to display anxiety and depression and might present a higher suicide incidence than the general population. CONCLUSION Our review highlighted that the psychosocial aftermath of sarcoma patients should guide institutions and healthcare professionals toward the design of assessment and intervention models that could contemplate the different dimensions of their suffering. Furthermore, it points out that there is still a lack of evidence regarding the psychosocial impact affecting sarcoma patients' caregivers.
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Affiliation(s)
| | | | | | - Monica Agnesone
- S.S Psychology, Local Health Authority "Città di Torino", Turin, Italy
| | - Marco Gonella
- Department of Psychology, University of Turin, Turin, Italy
- S.S Psychology, Local Health Authority "Città di Torino", Turin, Italy
| | | | - Irene Vallauri
- Department of Psychology, University of Turin, Turin, Italy
| | | | - Federica Vana
- Department of Oncology, San Giovanni Bosco Hospital, Turin, Italy
| | - Paola Bergnolo
- Department of Oncology, San Giovanni Bosco Hospital, Turin, Italy
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Beauducel A, Hilger N. Coefficients of Factor Score Determinacy for Mean Plausible Values of Bayesian Factor Analysis. EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT 2022; 82:1069-1086. [PMID: 36325119 PMCID: PMC9619316 DOI: 10.1177/00131644221078960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
In the context of Bayesian factor analysis, it is possible to compute plausible values, which might be used as covariates or predictors or to provide individual scores for the Bayesian latent variables. Previous simulation studies ascertained the validity of mean plausible values by the mean squared difference of the mean plausible values and the generating factor scores. However, the mean correlation of sets of single plausible values of different factors were shown to be an adequate estimator of the correlation between factors. Using sets of single plausible values to compute a mean prediction in secondary analysis implies that their determinacy should be known. Therefore, a plausible value-based determinacy coefficient allowing for estimation of the determinacy of single plausible values was proposed and evaluated by means of two simulation studies. The first simulation study demonstrated that the plausible value-based determinacy coefficient is an adequate estimate of the correlation of single plausible values with the population factor. It is also shown that the plausible value-based determinacy coefficient of mean plausible values approaches the conventional, model parameter-based determinacy coefficient with increasing number of imputations. The second simulation study revealed that the plausible value-based determinacy coefficient and the model parameter-based determinacy coefficient yield similar results even for misspecified models in small samples. It also revealed that for small sample sizes and a small salient loading size, the coefficients of determinacy overestimate the validity, so that it is recommended to report the determinacy coefficients together with a bias-correction to estimate the validity of plausible values in empirical settings.
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Guglielmucci F, Bonafede M, Azzolina D, Marinaccio A, Franzoi IG, Migliore E, Mensi C, Chellini E, Romeo E, Grosso F, Granieri A. Preliminary validation of a brief PROM assessing psychological distress in patients with malignant mesothelioma: The mesothelioma psychological distress tool-Patients. Front Psychol 2022; 13:974982. [PMID: 36506969 PMCID: PMC9732528 DOI: 10.3389/fpsyg.2022.974982] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 11/09/2022] [Indexed: 11/27/2022] Open
Abstract
Objective Psychological suffering in malignant mesothelioma (MM) differs from that in other cancers because of its occupational etiology, and we aimed to develop specific patient-reported outcome measures to assess it. Methods We used a multi-method prospective observational multicentric study (N = 149), and a preliminary questionnaire validation was performed through a Bayesian approach. Results Item analysis showed a good internal consistency and reliability (Cronbach alpha = 0.79 [95% CI = 0.74-0.93]. Twenty of the 41 initial items were selected as posterior 95% highest density interval factor loading standardized effect size fell outside of the region of practical equivalence. Bayesian exploratory factor analysis showed a two-factor structure: (1) Trauma-related reactions (TR, 13 items) and (2) Claim for justice (CJ, 7 items), confirmed by the Bayesian confirmatory factor analysis. Latent factors were poorly correlated (Posterior median: 0.13; 95% CI = -0.079 to 0.323). The 90% root mean square error of approximation posterior median was 0.04 [90% CI = 0.03-0.58]; the 90% chi-square posterior median was 242 [90% CI = 209-287]. Conclusion Psychological suffering in MM patients implies negative cognitive, emotional, and somatic reactions related to the traumatic impact of the disease and the need to obtain justice through economic compensation. Our findings provide preliminary evidence that the Mesothelioma Psychological Distress Tool-Patients could be a promising and reliable instrument to assess MM patients' psychological distress.
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Affiliation(s)
- Fanny Guglielmucci
- Department of Philosophy, Communication and Performing Arts, University of Roma Tre, Rome, Italy
| | - Michela Bonafede
- Occupational and Environmental Medicine, Epidemiology and Hygiene Department, Italian Workers’ Compensation Authority (INAIL), Rome, Italy,*Correspondence: Michela Bonafede,
| | - Danila Azzolina
- Department of Environmental and Preventive Sciences, University of Ferrara, Ferrara, Italy
| | - Alessandro Marinaccio
- Occupational and Environmental Medicine, Epidemiology and Hygiene Department, Italian Workers’ Compensation Authority (INAIL), Rome, Italy
| | | | - Enrica Migliore
- COR Piedmont, Unit of Cancer Epidemiology, University of Turin and CPO-Piedmont, Turin, Italy
| | - Carolina Mensi
- COR Lombardy, Epidemiology Unit, Fondazione IRCCS Ca’ Granda, Ospedale Maggiore Policlinico and University of Milan, Milan, Italy
| | - Elisabetta Chellini
- COR Tuscany, Cancer Prevention and Research Institute, Unit of Environmental and Occupational Epidemiology, Florence, Italy
| | - Elisa Romeo
- COR Lazio, Department of Epidemiology, Lazio Regional Health Service, Rome, Italy
| | - Federica Grosso
- Mesothelioma Unit, Azienda Ospedaliera SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
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