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Larsen FB, Lasgaard M, Willert MV, Sørensen JB. Perceived stress across population segments characterized by differing stressor profiles-A latent class analysis. PLoS One 2025; 20:e0316759. [PMID: 39820180 PMCID: PMC11737799 DOI: 10.1371/journal.pone.0316759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 12/16/2024] [Indexed: 01/19/2025] Open
Abstract
OBJECTIVE We aimed to 1) identify distinct segments within the general population characterized by various combinations of stressors (stressor profiles) and to 2) examine the socio-demographic composition of these segments and their associations with perceived stress levels. METHODS Segmentation was carried out by latent class analysis of nine self-reported stressors in a representative sample of Danish adults (N = 32,417) aged 16+ years. Perceived stress level was measured by the Perceived Stress Scale (PSS). RESULTS Seven classes were identified: Class 1 was labeled Low Stressor Burden (64% of the population) and the remaining six classes, which had different stressor combinations, were labeled: 2) Burdened by Financial, Work, and Housing Stressors (10%); 3) Burdened by Disease and Death among Close Relatives (9%); 4) Burdened by Poor Social Support and Strained Relationships (8%); 5) Burdened by Own Disease (6%); 6) Complex Stressor Burden Involving Financial, Work, and Housing Stressors (2%); and 7) Complex Stressor Burden Involving Own Disease and Disease and Death among Close Relatives (2%). Being female notably increased the likelihood of belonging to Classes 2, 3, 5, and 7. Higher age increased the likelihood of belonging to Class 3. Low educational attainment increased the likelihood of belonging to Classes 5 and 6. A significant difference was observed in perceived stress levels between the seven latent classes. Average PSS varied from 9.0 in Class 1 to 24.2 in Class 7 and 25.0 in Class 6. CONCLUSION Latent class analysis allowed us to identify seven population segments with various stressor combinations. Six of the segments had elevated perceived stress levels but differed in terms of socioeconomic composition and stressor combinations. These insights may inform a strategy aimed at improving mental health in the general population by targeting efforts to particular population segments, notably segments experiencing challenging life situations.
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Affiliation(s)
| | - Mathias Lasgaard
- DEFACTUM, Central Denmark Region, Aarhus, Denmark
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Morten Vejs Willert
- Department of Occupational Medicine, Danish Ramazzini Centre, Aarhus University Hospital, Aarhus, Denmark
| | - Jes Bak Sørensen
- DEFACTUM, Central Denmark Region, Aarhus, Denmark
- AIAS, Aarhus Institute of Advanced Studies, Aarhus University, Aarhus, Denmark
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Lee JE, Lee J, Shin R, Oh O, Lee KS. Treatment burden in multimorbidity: an integrative review. BMC PRIMARY CARE 2024; 25:352. [PMID: 39342121 PMCID: PMC11438421 DOI: 10.1186/s12875-024-02586-z] [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] [Received: 02/13/2024] [Accepted: 08/28/2024] [Indexed: 10/01/2024]
Abstract
BACKGROUND People living with multimorbidity experience increased treatment burden, which can result in poor health outcomes. Despite previous efforts to grasp the concept of treatment burden, the treatment burden of people living with multimorbidity has not been thoroughly explored, which may limit our understanding of treatment burden in this population. This study aimed to identify the components, contributing factors, and health outcomes of treatment burden in people with multiple diseases to develop an integrated map of treatment burden experienced by people living with multimorbidity. The second aim of this study is to identify the treatment burden instruments used to evaluate people living with multimorbidity and assess the comprehensiveness of the instruments. METHODS This integrative review was conducted using the electronic databases MEDLINE, EMBASE, CINAHL, and reference lists of articles through May 2023. All empirical studies published in English were included if they explored treatment burden among adult people living with multimorbidity. Data extraction using a predetermined template was performed. RESULTS Thirty studies were included in this review. Treatment burden consisted of four healthcare tasks and the social, emotional, and financial impacts that these tasks imposed on people living with multimorbidity. The context of multimorbidity, individual's circumstances, and how available internal and external resources affected treatment burden. We explored that an increase in treatment burden resulted in non-adherence to treatment, disease progression, poor health status and quality of life, and caregiver burden. Three instruments were used to measure treatment burden in living with multimorbidity. The levels of comprehensiveness of the instruments regarding healthcare tasks and impacts varied. However, none of the items addressed the healthcare task of ongoing prioritization of the tasks. CONCLUSIONS We developed an integrated map illustrating the relationships between treatment burden, the context of multimorbidity, people's resources, and the health outcomes. None of the existing measures included an item asking about the ongoing process of setting priorities among the various healthcare tasks, which highlights the need for improved measures. Our findings provide a deeper understanding of treatment burden in multimorbidity, but more research for refinement is needed. Future studies are also needed to develop strategies to comprehensively capture both the healthcare tasks and impacts for people living with multimorbidity and to decrease treatment burden using a holistic approach to improve relevant outcomes. TRIAL REGISTRATION DOI: https://doi.org/10.17605/OSF.IO/UF46V.
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Affiliation(s)
- Ji Eun Lee
- College of Nursing, Seoul National University, 103 Daehak-ro, Jongno-gu, Seoul, 03080, South Korea
| | - Jihyang Lee
- College of Nursing, Seoul National University, 103 Daehak-ro, Jongno-gu, Seoul, 03080, South Korea
- Center for World-leading Human-care Nurse Leaders for the Future by Brain Korea 21 (BK 21) four project, College of Nursing, Seoul National University, Seoul, South Korea
| | - Rooheui Shin
- College of Nursing, Seoul National University, 103 Daehak-ro, Jongno-gu, Seoul, 03080, South Korea
| | - Oonjee Oh
- School of Nursing, University of Pennsylvania, Philadelphia, PA, USA
| | - Kyoung Suk Lee
- College of Nursing, Seoul National University, 103 Daehak-ro, Jongno-gu, Seoul, 03080, South Korea.
- Center for World-leading Human-care Nurse Leaders for the Future by Brain Korea 21 (BK 21) four project, College of Nursing, Seoul National University, Seoul, South Korea.
- Research Institute of Nursing Science, College of Nursing, Seoul National University, Seoul, South Korea.
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Batista SRR, Sousa ALL, Nunes BP, Rodrigues RRD, Jardim PCBV. Regular source of primary care and health services utilisation among Brazilian elderly with mental-physical multimorbidity. BMC Geriatr 2024; 24:430. [PMID: 38750413 PMCID: PMC11094868 DOI: 10.1186/s12877-024-05048-4] [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: 01/08/2024] [Accepted: 05/06/2024] [Indexed: 05/19/2024] Open
Abstract
BACKGROUND In ageing populations, multimorbidity is a complex challenge to health systems, especially when the individuals have both mental and physical morbidities. Although a regular source of primary care (RSPC) is associated with better health outcomes, its relation with health service utilisation in elderly patients with mental-physical multimorbidity (MP-MM) is scarce. OBJECTIVE This study explored the relations among health service utilisation, presence of RSPC and MP-MM among elderly Brazilians. METHODS A national cross-sectional study performed with data from national representative samples from the Brazilian National Health Research (PNS, in Portuguese; Pesquisa Nacional de Saúde) carried out in 2013 with 11,177 elderly Brazilian people. MP-MM was defined as the presence of two or more morbidities, including at least one mental morbidity, and was evaluated using a list of 16 physical and mental morbidities. The RSPC was analysed by the presence of regular font of care in primary care and health service utilisation according to the demand for health services ≤ 15 days, medical consultation ≤ 12 months, and hospitalisation ≤ 1 year. Frequency description of variables and bivariate association were performed using Stata v.15.2 software. RESULTS The majority of individuals was female (56.4%), and their mean age was 69.8 years. The observed prevalence of MP-MM was 12.2%. Individuals with MP-MM had higher utilisation of health services when compared to those without MP-MM. RSPC was present at 36.5% and was higher in women (37.8% vs. 34.9%). There was a lower occurrence of hospitalisation ≤ 1 year among MP-MM individuals with RSPC and without a private plan of health. CONCLUSION Our findings demonstrate that RSPC can be an important component of care in elderly individuals with MP-MM because it was associated with lower occurrence of hospitalisation, mainly in those that have not a private plan of health. Longitudinal studies are necessary to confirm these findings.
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Affiliation(s)
- Sandro Rogério Rodrigues Batista
- Faculty of Medicine, Federal University of Goiás, Goiânia, Brazil.
- Postgraduate Program in Medical Sciences, Faculty of Medicine, University of Brasília, Brasília, Brazil.
- Postgraduate Program in Public Health, Faculty of Health Sciences, University of Brasília, Brasília, Brazil.
| | - Ana Luiza Lima Sousa
- Faculty of Nursing, Federal University of Goiás, Goiânia, Brazil
- Postgraduate Program in Health Sciences, Faculty of Medicine, Federal University of Goiás, Goiânia, Brazil
| | | | - Rodolfo Rêgo Deusdará Rodrigues
- Postgraduate Program in Medical Sciences, Faculty of Medicine, University of Brasília, Brasília, Brazil
- Faculty of Medicine, University of Brasília, Brasília, Brazil
| | - Paulo Cesar Brandão Veiga Jardim
- Faculty of Medicine, Federal University of Goiás, Goiânia, Brazil
- Postgraduate Program in Health Sciences, Faculty of Medicine, Federal University of Goiás, Goiânia, Brazil
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Polus M, Keikhosrokiani P, Korhonen O, Behutiye W, Isomursu M. Impact of Digital Interventions on the Treatment Burden of Patients With Chronic Conditions: Protocol for a Systematic Review. JMIR Res Protoc 2024; 13:e54833. [PMID: 38652531 PMCID: PMC11077406 DOI: 10.2196/54833] [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: 11/24/2023] [Revised: 02/20/2024] [Accepted: 03/13/2024] [Indexed: 04/25/2024] Open
Abstract
BACKGROUND There is great potential for delivering cost-effective, quality health care for patients with chronic conditions through digital interventions. Managing chronic conditions often includes a substantial workload required for adhering to the treatment regimen and negative consequences on the patient's function and well-being. This treatment burden affects adherence to treatment and disease outcomes. Digital interventions can potentially exacerbate the burden but also alleviate it. OBJECTIVE The objective of this review is to identify, summarize, and synthesize the evidence of how digital interventions impact the treatment burden of people with chronic conditions. METHODS The search, selection, and data synthesis processes were designed according to the PRISMA-P (Preferred Reporting Items for Systematic Review and Meta-Analysis Protocols) 2015. A systematic search was conducted on October 16, 2023, from databases PubMed, Scopus, Web of Science, ACM, PubMed Central, and CINAHL. RESULTS Preliminary searches have been conducted, and screening has been started. The review is expected to be completed in October 2024. CONCLUSIONS As the number of patients with chronic conditions is increasing, it is essential to design new digital interventions for managing chronic conditions in a way that supports patients with their treatment burden. To the best of our knowledge, the proposed systematic review will be the first review that investigates the impact of digital interventions on the treatment burden of patients. The results of this review will contribute to the field of health informatics regarding knowledge of the treatment burden associated with digital interventions and practical implications for developing better digital health care for patients with chronic conditions. TRIAL REGISTRATION PROSPERO CRD42023477605; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=477605. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/54833.
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Affiliation(s)
- Manria Polus
- Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland
- Faculty of Medicine, University of Oulu, Oulu, Finland
| | - Pantea Keikhosrokiani
- Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland
- Faculty of Medicine, University of Oulu, Oulu, Finland
| | - Olli Korhonen
- Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland
| | - Woubshet Behutiye
- Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland
| | - Minna Isomursu
- Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland
- Faculty of Medicine, University of Oulu, Oulu, Finland
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Araja D, Krumina A, Nora-Krukle Z, Schneider ME, Berkis U, Murovska M. Coaching to strengthen critical success factors in integrative care for chronic fatigue patients: the Patient Needs-Resources Model. Front Neurosci 2023; 17:1202930. [PMID: 37547141 PMCID: PMC10400772 DOI: 10.3389/fnins.2023.1202930] [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: 04/09/2023] [Accepted: 06/30/2023] [Indexed: 08/08/2023] Open
Abstract
Theoretical and empirical studies discover that an integrative approach is particularly important in chronic disorders and multiple long-term conditions, such as chronic fatigue. Chronic fatigue syndrome (CFS) is a classic example of a potentially severe, multisystemic illness with a wide diversity of symptoms and the corresponding diagnostic complexity. The prevalence of CFS-like syndromes expanded in the context of the COVID-19 pandemic, increasing the disorder and treatment burden. Thus, this article aimed to draw attention to the possibilities to strengthen the integrative approach to diagnosing and treating chronic disorders and multiple long-term conditions. The main critical success factors identified for integrative approaches were: a holistic approach, that provides a more comprehensive diagnostic and personalized treatment strategy, a multidisciplinary team, and patient engagement. The strengths and weaknesses of these factors were explored and coaching was identified as a potential unifying and reinforcing element. Coaching has a wide spectrum of manifestations clearly representing a holistic approach, that has been successfully used in multidisciplinary team building. Moreover, coaching exposes support addressing the patient engagement issues identified by the Patient Needs-Resources Model (PN-R Model) such as low levels of self-efficacy, optimism, and subjective well-being. Coaching may assist patients to identify and prioritize their goals, becoming aware of their personal resources, developing strategies for managing symptoms, and building skills to increase their self-efficacy and active engagement in the treatment process. Therefore, the authors emphasize coaching as a perspective element of optimization of patient care, that requires additional theoretical and long-term empirical research.
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Affiliation(s)
- Diana Araja
- Institute of Microbiology and Virology, Riga Stradins University, Riga, Latvia
| | - Angelika Krumina
- Department of Infectology, Riga Stradins University, Riga, Latvia
| | - Zaiga Nora-Krukle
- Institute of Microbiology and Virology, Riga Stradins University, Riga, Latvia
| | | | - Uldis Berkis
- Development and Project Department, Riga Stradins University, Riga, Latvia
| | - Modra Murovska
- Institute of Microbiology and Virology, Riga Stradins University, Riga, Latvia
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