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Zhao B, Fu Y, Wu J, Xue E, Lai C, Chen D, Wu Q, Yu J, Wu Q, Ye Z, Shao J. Workload-capacity imbalances and their impact on self-management complexity in patients with multimorbidity: a multicenter cross-sectional study. Ann Med 2025; 57:2451195. [PMID: 39823193 PMCID: PMC11749107 DOI: 10.1080/07853890.2025.2451195] [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: 06/25/2024] [Revised: 11/08/2024] [Accepted: 12/16/2024] [Indexed: 01/19/2025] Open
Abstract
INTRODUCTION Multimorbidity is increasing globally, emphasizing the need for effective self-management strategies. The Cumulative Complexity Model (CuCoM) offers a unique perspective on understanding self-management based on workload and capacity. This study aims to validate the CuCoM in multimorbid patients and identify tailored predictors of self-management. METHODS This multicenter cross-sectional survey recruited 1920 multimorbid patients in five primary health centres and four hospitals in China. The questionnaire assessed workload (drug intake, doctor visits and follow-up, disruption in life, and health problems), capacity (social, environmental, financial, physical, and psychological), and self-management. Data were analyzed using latent profile analysis, chi-square, multivariate linear regression, and network analysis. RESULTS d Patients were classified into four profiles: low workload-low capacity (10.2%), high workload-low capacity (7.5%), low workload-high capacity (64.6%), and high workload-high capacity (17.7%). Patients with low workload and high capacity exhibited better self-management (β = 0.271, p < 0.001), while those with high workload and low capacity exhibited poorer self-management (β=-0.187, p < 0.001). Social capacity was the strongest predictor for all profiles. Environmental capacity ranked second for 'high workload-high capacity' (R² = 3.26) and 'low workload-low capacity' (R² = 5.32) profiles. Financial capacity followed for the 'low workload-high capacity' profile (R² = 5.40), while psychological capacity was key in the 'high workload-low capacity' profile (R² = 6.40). In the network analysis, socioeconomic factors exhibited the central nodes (p < 0.05). CONCLUSIONS Personalized interventions designed to increase capacity and reduce workload are essential for improving self-management in multimorbid patients. Upstream policies promoting health equity are also crucial for better self-management outcomes.
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Affiliation(s)
- Binyu Zhao
- Department of Nursing, The Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, Zhejiang, China
- School of Nursing and Institute of Nursing Research, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Yujia Fu
- Department of Nursing, The Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, Zhejiang, China
- School of Nursing and Institute of Nursing Research, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Jingjie Wu
- Department of Nursing, Affiliated Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Erxu Xue
- Department of Nursing, Affiliated Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Chuyang Lai
- Department of Nursing, Affiliated Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Dandan Chen
- Department of Nursing, Affiliated Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Qiwei Wu
- Department of Nursing, The Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, Zhejiang, China
- School of Nursing and Institute of Nursing Research, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Jianing Yu
- Department of Nursing, The Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, Zhejiang, China
- School of Nursing and Institute of Nursing Research, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Qiaoyu Wu
- Department of Nursing, Affiliated Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Zhihong Ye
- Department of Nursing, Affiliated Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Jing Shao
- Department of Nursing, The Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, Zhejiang, China
- School of Nursing and Institute of Nursing Research, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
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Jones C, Cairns R, Walker H, Welsh S, Edgar B, Stevenson K, Jani BD, Mark PB, Kingsmore D, Gallacher KI. Exploration of treatment burden through examination of workload and patient capacity during transition onto kidney replacement therapy: a systematic review of qualitative research. BMC Med 2025; 23:61. [PMID: 39901233 PMCID: PMC11792302 DOI: 10.1186/s12916-025-03904-7] [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: 09/13/2024] [Accepted: 01/23/2025] [Indexed: 02/05/2025] Open
Abstract
BACKGROUND Patients with advanced chronic kidney disease requiring initiation of kidney replacement therapy (KRT) are frequently asked to enact complex management plans. Treatment burden has been defined as the effect of healthcare workload and the capacity a person has to manage this workload has on wellbeing. The aim of this review is to examine the experience of healthcare workload and the factors that affect capacity to meet that workload for people transitioning onto KRT for the first time, using a framework synthesis of published literature informed by normalisation process theory (NPT) and theory of patient capacity (TPC). METHODS Medline, Scopus and CINAHL were systematically searched with manual citation and reference searching. Studies were included if meeting the criteria of adults aged 18 or over transitioning for the first time onto any modality of KRT (haemodialysis, peritoneal dialysis or kidney transplantation), using qualitative methodologies to describe any aspect of experiences of healthcare workload or any factors that affect capacity to manage workload were included. Abstracts and full papers were independently screened by two reviewers and data extraction and quality appraisal were also independently conducted by two reviewers. Qualitative data were analysed using framework synthesis informed by NPT and TPC. RESULTS A total of 24,380 studies were screened, 406 full texts were reviewed and 18 studies were included. There were four broad categories of workload described: making sense of KRT, working out what to do and how to do it, meeting the challenges of KRT, and reflecting on work done. Patient capacity influenced the experience of all types of workload and the treatment burden generated by the work. CONCLUSIONS Transitioning onto KRT is a period of very high healthcare workload and potentially high treatment burden. The relationship between healthcare workload and capacity to handle workload is complex, multifactorial and changes over time. By better understanding workload, capacity and burden during transition, we can develop better ways of measuring these important aspects of care and develop interventions to reduce treatment burden in those transitioning onto KRT.
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Affiliation(s)
- Catrin Jones
- School of Health and Wellbeing, University of Glasgow, Glasgow, Scotland.
| | | | - Heather Walker
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, Scotland
| | - Silje Welsh
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, Scotland
| | - Benjamin Edgar
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, Scotland
| | - Karen Stevenson
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, Scotland
- NHS Greater Glasgow and Clyde, Glasgow, Scotland
| | - Bhautesh D Jani
- School of Health and Wellbeing, University of Glasgow, Glasgow, Scotland
| | - Patrick B Mark
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, Scotland
| | - David Kingsmore
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, Scotland
- NHS Greater Glasgow and Clyde, Glasgow, Scotland
| | - Katie I Gallacher
- School of Health and Wellbeing, University of Glasgow, Glasgow, Scotland
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Samuel LJ, Abshire Saylor M, Choe MY, Smith Wright R, Kim B, Nkimbeng M, Mena-Carrasco F, Beak J, Szanton SL. Financial strain measures and associations with adult health: A systematic literature review. Soc Sci Med 2025; 364:117531. [PMID: 39591796 DOI: 10.1016/j.socscimed.2024.117531] [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: 05/14/2024] [Revised: 10/01/2024] [Accepted: 11/18/2024] [Indexed: 11/28/2024]
Abstract
Despite growing attention to other social needs like food and housing insecurity, financial strain, defined as having difficulty making ends meet or lacking money for basic needs, is under-recognized. Inconsistent labels and measures have made the literature difficult to unify. We used many synonyms for financial strain to systematically identify 199 U.S. studies (316 papers) that used financial strain measures that were operationally consistent with our definition as predictors of health among adults. We thematically coded financial strain measures for content and synthesized evidence based on measure and methods. Financial strain was measured by self-reported lacking money for basic needs (119 studies) and/or difficulty making ends meet (n = 132), and less commonly additionally based on coping strategies (n = 23), satisfaction with finances (n = 14), worry about finances (n = 22), the anticipation of strain (n = 14), and/or lacking money for leisure (n = 29). Regardless of measure, financial strain was associated with poorer mental, physical, biological, and functional health, worse health behaviors and more social needs. Associations were found across diverse and population-based samples and when accounting for other socioeconomic factors and even intermediating health factors. Results demonstrate predictive validity for two different one-item screening tools. Furthermore, the vast evidence linking financial strain to health highlights an urgent need for policy action addressing financial strain to advance health equity.
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Affiliation(s)
- Laura J Samuel
- Johns Hopkins University School of Nursing, Baltimore, MD, USA.
| | | | - Monica Y Choe
- Veterans Affairs Maryland Health Care System, Division of Endocrinology, Baltimore, MD, USA.
| | | | - Boeun Kim
- Johns Hopkins University School of Nursing, Baltimore, MD, USA.
| | - Manka Nkimbeng
- University of Minnesota School of Public Health, Minneapolis, MN, USA.
| | | | - Jieun Beak
- Johns Hopkins University School of Nursing, Baltimore, MD, USA.
| | - Sarah L Szanton
- Johns Hopkins University School of Nursing, Baltimore, MD, USA; Johns Hopkins University School of Medicine, Baltimore, MD, USA; Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
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Smith J, Shippee N, Finnie D, Killian JM, Montori VM, Redfield MM, Dunlay S. Managing the work of living with heart failure: a qualitative study using the cumulative complexity model from Southeastern Minnesota. BMJ Open 2024; 14:e088127. [PMID: 39806638 PMCID: PMC11667475 DOI: 10.1136/bmjopen-2024-088127] [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: 04/28/2024] [Accepted: 11/28/2024] [Indexed: 01/16/2025] Open
Abstract
OBJECTIVE Patients with heart failure (HF) perform a variety of self-care activities to control symptoms and minimise the risk of HF decompensations. The objective of this study was to understand how patients build capacity and manage the work of living with HF. DESIGN A qualitative study using semi-structured telephone interviews. The interview guide was informed by the Cumulative Complexity Model, a conceptual framework that focuses on a patient's workload and their capacity to manage that work. Interview transcripts were analysed using a mixed inductive and deductive coding approach with organisation into larger thematic categories. SETTING Southeastern Minnesota USA (11 counties) with capture of data from local community healthcare providers under the auspices of the Rochester Epidemiology Project. PARTICIPANTS Intentional sampling of local patients with HF (n=24, median age 69.5 years, 54% women, 63% rural, 54% preserved ejection fraction) who reported high treatment burden and/ or poor health status on a questionnaire. RESULTS Three major themes emerged: using capacity to manage workload, disruptions resulting in workload exceeding capacity and regaining workload-capacity balance. Participants described routinising the daily tasks associated with living with HF to minimise the associated burden and identified disruptions to their routines, including hospitalisations, emergency room visits, worsening health status and changes in healthcare access. To accommodate disruptions and regain workload-capacity balance, participants decreased workload and/or transferred tasks to others to maximise capacity. CONCLUSIONS Participants with HF described managing patient workload in times of stable health, but they sometimes struggled to accommodate disruptions and worsening health status. These findings can inform the design of interventions to minimise workload, maximise capacity and improve quality of life for patients with HF.
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Affiliation(s)
| | - Nathan Shippee
- University of Minnesota Twin Cities, Minneapolis, Minnesota, USA
| | | | - Jill M Killian
- Health Sciences Research, Mayo Clinic, Rochester, Minnesota, USA
| | - Victor M Montori
- Knowledge and Encounter Research Unit, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Shannon Dunlay
- Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota, USA
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Cross SP, Alvarez-Jimenez M. The digital cumulative complexity model: a framework for improving engagement in digital mental health interventions. Front Psychiatry 2024; 15:1382726. [PMID: 39290300 PMCID: PMC11405244 DOI: 10.3389/fpsyt.2024.1382726] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 08/14/2024] [Indexed: 09/19/2024] Open
Abstract
Mental health disorders affect a substantial portion of the global population. Despite preferences for psychotherapy, access remains limited due to various barriers. Digital mental health interventions (DMHIs) have emerged to increase accessibility, yet engagement and treatment completion rates are concerning. Evidence across healthcare where some degree of self-management is required show that treatment engagement is negatively influenced by contextual complexity. This article examines the non-random factors influencing patient engagement in digital and face-to-face psychological therapies. It reviews established models and introduces an adapted version of the Cumulative Complexity Model (CuCoM) as a framework for understanding engagement in the context of digital mental health. Theoretical models like the Fogg Behavior Model, Persuasive System Design, Self-Determination Theory, and Supportive Accountability aim to explain disengagement. However, none adequately consider these broader contextual factors and their complex interactions with personal characteristics, intervention requirements and technology features. We expand on these models by proposing an application of CuCoM's application in mental health and digital contexts (known as DiCuCoM), focusing on the interplay between patient burden, personal capacity, and treatment demands. Standardized DMHIs often fail to consider individual variations in burden and capacity, leading to engagement variation. DiCuCoM highlights the need for balancing patient workload with capacity to improve engagement. Factors such as life demands, burden of treatment, and personal capacity are examined for their influence on treatment adherence. The article proposes a person-centered approach to treatment, informed by models like CuCoM and Minimally Disruptive Medicine, emphasizing the need for mental healthcare systems to acknowledge and address the unique burdens and capacities of individuals. Strategies for enhancing engagement include assessing personal capacity, reducing treatment burden, and utilizing technology to predict and respond to disengagement. New interventions informed by such models could lead to better engagement and ultimately better outcomes.
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Affiliation(s)
- Shane P Cross
- Orygen Digital, Orygen, Parkville, Melbourne, VIC, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, VIC, Australia
| | - Mario Alvarez-Jimenez
- Orygen Digital, Orygen, Parkville, Melbourne, VIC, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, VIC, Australia
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Jia Z, Niu Z, Wang JJ, Hernandez J, Li YT, Wang HHX. Trajectories of Treatment Burden Among Primary Care Patients with Long-Term Conditions in Southern China: A Latent Class Growth Analysis. Risk Manag Healthc Policy 2024; 17:2009-2021. [PMID: 39188662 PMCID: PMC11346491 DOI: 10.2147/rmhp.s464434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Accepted: 07/21/2024] [Indexed: 08/28/2024] Open
Abstract
Background Treatment burden is a patient-centred, dynamic concept. However, longitudinal data on the changing pattern of treatment burden among patients with one or more long-term conditions (LTCs) are relatively scanty. We aimed to explore the longitudinal trajectories of treatment burden and associated risk factors in a large, patient population in primary care settings. Methods We analysed data from 5573 primary care patients with long-term conditions (LTCs) recruited using a multistage sampling method in Shenzhen, southern China. The treatment burden was assessed by the Mandarin Chinese version of the Treatment Burden Questionnaire (TBQ). We used latent class growth mixture modelling (LCGMM) to determine trajectories of treatment burden across four time points, ie, at baseline, and at 6, 12, and 18 months. Predictors of trajectory classes were explored using multivariable logistic regression analysis. Results The mean TBQ scores of patients with a single LTC (n = 2756), 2 LTCs (n = 1871), 3 LTCs (n = 699), and ≥4 LTCs (n = 247) were 18.17, 20.28, 21.32, and 26.10, respectively, at baseline. LCGMM identified three discrete classes of treatment burden trajectories over time, ie, a high-increasing class, a low-stable class, and a high-decreasing class. When controlling for individual-level factors including age, education, monthly household income per head, smoking, alcohol consumption, and attendance in health education, patients who had a clinical diagnosis of 3 LTCs (adjusted odds ratio [aOR] = 1.49, 95% CI = 1.21-1.86, P < 0.001) or ≥4 LTCs (aOR = 1.97, 95% CI = 1.44-2.72, P < 0.001) were more likely to belong to the high-increasing class. Sensitivity analysis using propensity score methods obtained similar results. Conclusion Our study revealed the presence of discrete patterns of treatment burden over time in Chinese primary care patients with LTCs, providing directions for tailored interventions to optimise disease management. Patients with 3 or more LTCs should receive close attention in healthcare delivery as they tend to experience a greater treatment burden.
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Affiliation(s)
- Zhihui Jia
- School of Public Health, Sun Yat-Sen University, Guangzhou, People’s Republic of China
| | - Zimin Niu
- School of Public Health, Sun Yat-Sen University, Guangzhou, People’s Republic of China
| | - Jia Ji Wang
- School of Public Health, Guangzhou Medical University, Guangzhou, People’s Republic of China
- Centre for General Practice, The Seventh Affiliated Hospital, Southern Medical University, Foshan, People’s Republic of China
| | - Jose Hernandez
- Faculty of Medicine and Health, EDU, Digital Education Holdings Ltd., Kalkara, Malta
- Green Templeton College, University of Oxford, Oxford, UK
| | - Yu Ting Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, People’s Republic of China
- Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, People’s Republic of China
| | - Harry H X Wang
- School of Public Health, Sun Yat-Sen University, Guangzhou, People’s Republic of China
- Department of General Practice, The Second Hospital of Hebei Medical University, Shijiazhuang, People’s Republic of China
- JC School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong SAR, People’s Republic of China
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Skovgaard AL, Jørgensen MJ, Tjørnhøj-Thomsen T, Høybye MT. Tinkering with symptoms, causes and solutions: Tracing the enactments of multiple chronic illnesses in specialised outpatient check-ups. SOCIOLOGY OF HEALTH & ILLNESS 2024; 46:627-643. [PMID: 38078784 DOI: 10.1111/1467-9566.13738] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 10/12/2023] [Indexed: 05/22/2024]
Abstract
People living with multiple chronic illnesses and an increasing need for acute care is a global health challenge, which questions the conventional ways of managing illness. A central issue is how medical practices can become more patient-centred and aligned with the everyday life of patients. Communicative strategies for eliciting the patient's goals and preferences are often proposed. In this article, we draw on ethnographic data from fieldwork conducted during 2019-2020 in health-care settings and among people living with multiple chronic illness(es) and repeated acute admissions in Denmark. Inspired by science and technology studies of chronic illness and care, we trace the enactments of illness and illness work in a patient trajectory marked by persistent symptoms and medical complexity. We analyse three medical encounters, and we show how 'tinkering' with clinical signs and utterances in each encounter constantly enacts new versions, shaping how the patient could and should live with his illness. We argue that specialised outpatient check-ups for these patients must provide space for continuous tinkering with the concrete effects of illness in everyday life.
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Affiliation(s)
- Anna Louise Skovgaard
- Interacting Minds Centre, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Research, Horsens Regional Hospital, Horsens, Denmark
| | | | - Tine Tjørnhøj-Thomsen
- National Institute of Public Health, University of Southern Denmark, Copenhagen K, Denmark
| | - Mette Terp Høybye
- Interacting Minds Centre, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Elective Surgery Centre, Silkeborg Regional Hospital, Silkeborg, Denmark
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Pawar AS, Thorsteinsdottir B, Whitman S, Pine K, Lee A, Espinoza Suarez NR, Organick Lee P, Thota A, Lorenz E, Beck A, Albright R, Feely M, Williams A, Behnken E, Boehmer KR. Decisional Regret Surrounding Dialysis Initiation: A Comparative Analysis. Kidney Med 2024; 6:100785. [PMID: 38435065 PMCID: PMC10907211 DOI: 10.1016/j.xkme.2023.100785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 10/20/2023] [Accepted: 11/19/2023] [Indexed: 03/05/2024] Open
Abstract
Rationale & Objective Dialysis comes with a substantial treatment burden, so patients must select care plans that align with their preferences. We aimed to deepen the understanding of decisional regret with dialysis choices. Study Design This study had a mixed-methods explanatory sequential design. Setting & Participants All patients from a single academic medical center prescribed maintenance in-center hemodialysis or presenting for home hemodialysis or peritoneal dialysis check-up during 3 weeks were approached for survey. A total of 78 patients agreed to participate. Patients with the highest (15 patients) and lowest decisional regret (20 patients) were invited to semistructured interviews. Predictors Decisional regret scale and illness intrusiveness scale were used in this study. Analytical Approach Quantitatively, we examined correlations between the decision regret scale and illness intrusiveness scale and sorted patients into the highest and lowest decision regret scale quartiles for further interviews; then, we compared patient characteristics between those that consented to interview in high and low decisional regret. Qualitatively, we used an adapted grounded theory approach to examine differences between interviewed patients with high and low decisional regret. Results Of patients invited to participate in the interviews, 21 patients (8 high regret, 13 low regret) agreed. We observed that patients with high decisional regret displayed resignation toward dialysis, disruption of their sense of self and social roles, and self-blame, whereas patients with low decisional regret demonstrated positivity, integration of dialysis into their identity, and self-compassion. Limitations Patients with the highest levels of decisional regret may have already withdrawn from dialysis. Patients could complete interviews in any location (eg, home, dialysis unit, and clinical office), which may have influenced patient disclosure. Conclusions Although all patients experienced disruption after dialysis initiation, patients' approach to adversity differs between patients experiencing high versus low regret. This study identifies emotional responses to dialysis that may be modifiable through patient-support interventions.
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Affiliation(s)
- Aditya S. Pawar
- Beth Israel Deaconess Medical Center, Boston, MA
- Community Internal Medicine, Mayo Clinic, Rochester, MN
| | - Bjorg Thorsteinsdottir
- Community Internal Medicine, Mayo Clinic, Rochester, MN
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN
| | - Sam Whitman
- College of Health Solutions, Arizona State University, Phoenix, AZ
| | - Katherine Pine
- Human and Social Dimensions of Science and Technology, Arizona State University, Phoenix, AZ
| | - Alexander Lee
- Health Services Research, Mayo Clinic, Rochester, MN
| | - Nataly R. Espinoza Suarez
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN
- VITAM Research Center on Sustainable Health, Québec Integrated University Health and Social Services Center (CIUSSS de la Capitale-Nationale), Québec, Canada
| | - Paige Organick Lee
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN
| | - Anjali Thota
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN
| | | | | | | | | | - Amy Williams
- Nephrology and Hypertension, Mayo Clinic, Rochester, MN
| | - Emma Behnken
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN
| | - Kasey R. Boehmer
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN
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Persson S, Andersson AC, Gäre BA, Lindenfalk B, Lind J. Lived experience of persons with multiple sclerosis: A qualitative interview study. Brain Behav 2023:e3104. [PMID: 37246453 DOI: 10.1002/brb3.3104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 04/04/2023] [Accepted: 05/18/2023] [Indexed: 05/30/2023] Open
Abstract
INTRODUCTION Multiple sclerosis (MS) is a chronic autoimmune disease with a substantial impact on quality of life and functional capability. The prognosis of MS has changed over time due to the development of increasingly effective therapies. As the knowledge and perceptions of persons living with chronic conditions increasingly have been acknowledged, it has become important to understand lived experiences with a focus on everyday events and experiences as a way of knowing and interpreting the world. Exploring context-specific lived experiences as a source of knowledge about the disease and care may contribute to more precision in designing care services. The aim of this study was to explore the lived experience of persons living with MS in a Swedish context. MATERIALS AND METHODS A qualitative interview study was conducted with both purposeful and random sampling strategies, resulting in 10 interviews. Data were analyzed using inductive thematic content analysis. RESULTS The analysis generated 4 overarching themes with 12 subthemes, the 4 themes were: perspectives on life and health, influence on everyday life, relations with healthcare, and shared healthcare processes. The themes are concerned with the patients' own perspectives and context as well as medical and healthcare-related perspectives. Patterns of shared experiences were found, for example, in the diagnosis confirmation, future perspectives, and planning and coordination. More diverse experiences appeared concerning relations with others, one's individual requirements, symptoms and consequences, and knowledge building. CONCLUSION The findings suggest a need for a more diverse and coproduced development of healthcare services to meet diverse needs in the population with greater acknowledgement of the person's lived experience, including consideration of the complexity of the disease, personal integrity, and different ways of knowing. Findings from this study will be further explored together with other quantitative and qualitative data.
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Affiliation(s)
- Sofia Persson
- Jönköping Academy for Improvement of Health and Welfare, School of Health and Welfare, Jönköping University, Jönköping, Sweden
- Futurum Academy for Health and Care, Jönköping, Sweden
| | - Ann-Christine Andersson
- Jönköping Academy for Improvement of Health and Welfare, School of Health and Welfare, Jönköping University, Jönköping, Sweden
- Department of Care Science, Malmö University, Malmö, Sweden
| | - Boel Andersson Gäre
- Jönköping Academy for Improvement of Health and Welfare, School of Health and Welfare, Jönköping University, Jönköping, Sweden
- Futurum Academy for Health and Care, Jönköping, Sweden
| | - Bertil Lindenfalk
- Jönköping Academy for Improvement of Health and Welfare, School of Health and Welfare, Jönköping University, Jönköping, Sweden
| | - Jonas Lind
- Section of Neurology, Department of Internal Medicine, County Hospital Ryhov, Jönköping, Sweden
- Division of Neurobiology, Department of Biomedical and Clinical Sciences, Linköping University, Sweden
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Juhn YJ, Ryu E, Wi CI, King KS, Malik M, Romero-Brufau S, Weng C, Sohn S, Sharp RR, Halamka JD. Assessing socioeconomic bias in machine learning algorithms in health care: a case study of the HOUSES index. J Am Med Inform Assoc 2022; 29:1142-1151. [PMID: 35396996 PMCID: PMC9196683 DOI: 10.1093/jamia/ocac052] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 03/24/2022] [Accepted: 04/05/2022] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE Artificial intelligence (AI) models may propagate harmful biases in performance and hence negatively affect the underserved. We aimed to assess the degree to which data quality of electronic health records (EHRs) affected by inequities related to low socioeconomic status (SES), results in differential performance of AI models across SES. MATERIALS AND METHODS This study utilized existing machine learning models for predicting asthma exacerbation in children with asthma. We compared balanced error rate (BER) against different SES levels measured by HOUsing-based SocioEconomic Status measure (HOUSES) index. As a possible mechanism for differential performance, we also compared incompleteness of EHR information relevant to asthma care by SES. RESULTS Asthmatic children with lower SES had larger BER than those with higher SES (eg, ratio = 1.35 for HOUSES Q1 vs Q2-Q4) and had a higher proportion of missing information relevant to asthma care (eg, 41% vs 24% for missing asthma severity and 12% vs 9.8% for undiagnosed asthma despite meeting asthma criteria). DISCUSSION Our study suggests that lower SES is associated with worse predictive model performance. It also highlights the potential role of incomplete EHR data in this differential performance and suggests a way to mitigate this bias. CONCLUSION The HOUSES index allows AI researchers to assess bias in predictive model performance by SES. Although our case study was based on a small sample size and a single-site study, the study results highlight a potential strategy for identifying bias by using an innovative SES measure.
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Affiliation(s)
- Young J Juhn
- Precision Population Science Lab, Mayo Clinic, Rochester, Minnesota, USA
- Artificial Intelligence Program of Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Euijung Ryu
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Chung-Il Wi
- Precision Population Science Lab, Mayo Clinic, Rochester, Minnesota, USA
- Artificial Intelligence Program of Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Katherine S King
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Momin Malik
- Center for Digital Health, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Chunhua Weng
- Department of Biomedical Informatics, Columbia University, New York, New York, USA
| | - Sunghwan Sohn
- Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, Minnesota, USA
| | - Richard R Sharp
- Biomedical Ethics Program, Mayo Clinic, Rochester, Minnesota, USA
| | - John D Halamka
- Center for Digital Health, Mayo Clinic, Rochester, Minnesota, USA
- Mayo Clinic Platform, Rochester, Minnesota, USA
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11
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Lind J, Persson S, Vincent J, Lindenfalk B, Oliver BJ, Smith AD, Andersson Gäre B. Contact patterns and costs of multiple sclerosis in the Swedish healthcare system-A population-based quantitative study. Brain Behav 2022; 12:e2582. [PMID: 35511113 PMCID: PMC9226803 DOI: 10.1002/brb3.2582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 03/11/2022] [Accepted: 03/25/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND The burden of disease for persons with multiple sclerosis (MS) and society is changing due to new treatments. Knowledge about the total need for care is necessary in relation to changing needs and new service models. OBJECTIVE The aim of this study was to describe the contact patterns for MS patients, calculate costs in health care, and create meaningful subgroups to analyze contact patterns. METHODS All patients diagnosed with MS at Ryhov Hospital were included. All contacts in the region from January 1, 2018, until September 30, 2019, were retrieved from the hospital administrative system. Data about age, sex, contacts, and diagnosis were registered. The cost was calculated using case costing, and costs for prescriptions were calculated from medical files. RESULTS During the 21-month period, patients (n = 305) had 9628 contacts and 7471 physical visits, with a total cost of $7,766,109. Seventeen percent of the patients accounted for 48% of the visits. The median annual cost was $7386 in the group with 10 or fewer visits, compared to $22,491 in patients with more than 50 visits. CONCLUSION There are considerable differences in the utilization of care and cost between patients with MS in an unselected population, meaning that the care needs to be better customized to each patient's demands.
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Affiliation(s)
- Jonas Lind
- Section of Neurology, Department of Internal Medicine, County Hospital Ryhov, Jönköping, Sweden.,Division of Neurobiology, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Sofia Persson
- Department of Public Health and Health Care, Region Jönköping County, Jönköping, Sweden.,Jönköping Academy for Improvement of Health and Welfare, School of Health and Welfare, Jönköping University, Jönköping, Sweden
| | - Jonatan Vincent
- Department of Public Health and Health Care, Region Jönköping County, Jönköping, Sweden
| | - Bertil Lindenfalk
- Jönköping Academy for Improvement of Health and Welfare, School of Health and Welfare, Jönköping University, Jönköping, Sweden
| | - Brant J Oliver
- Departments of Community and Family Medicine, Psychiatry, and the Dartmouth Institute for Health Policy and Clinical Practice at the Geisel School of Medicine at Dartmouth, Dartmouth College, Hanover, New Hampshire, USA
| | - Andrew D Smith
- Multiple Sclerosis Center, Dartmouth-Hitchcock Medical Center and Geisel School of Medicine Dartmouth College, Lebanon, New Hampshire, USA
| | - Boel Andersson Gäre
- Jönköping Academy for Improvement of Health and Welfare, School of Health and Welfare, Jönköping University, Jönköping and Futurum, Region Jönköping County, Sweden
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12
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Luo L, Zhang Y, Zhang Y, Feng C, Zhang X. Large hospitals' outpatient diversion system in China: Following individual intention and referral. Int J Health Plann Manage 2022; 37:1973-1989. [PMID: 35212026 DOI: 10.1002/hpm.3436] [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: 04/03/2020] [Revised: 10/29/2021] [Accepted: 01/21/2022] [Indexed: 02/05/2023] Open
Abstract
In this study, we explored the strategies and suggestions for the outpatient diversion system of large hospitals in Chinese underdeveloped areas of primary medical care, under the consideration of balancing patients' intention and compliance with the referral system. An empirical study was conducted on the relationship among medical need, visiting intention and health-seeking behaviour to verify the effect of intention-system mixed outpatient diversion mode in China's large hospitals. Examination of the demographic characteristics, insurance, and residence information revealed that outpatients could be divided into three categories before the application of the referral system. Then, due to the implementation of the referral system, the willingness of some patients to seek medical treatment has changed. Consequently, the service path for outpatients could be consolidated into two categories with differentiated behavioural characteristics, which were respectively driven by personal intention and service system. According to the utility value intervention of the referral system for outpatient seeking behaviour, some measures and strategies can be explored to build a new system that combines personal connotation and system utility to realise the effective distribution and management of outpatients in large hospitals in Chinese underdeveloped areas.
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Affiliation(s)
- Le Luo
- Business School, Sichuan University, Chengdu, Sichuan, China
| | - Yuxuan Zhang
- Wu Yuzhang Honors College, Sichuan University, Chengdu, Sichuan, China
| | - Yumeng Zhang
- HEOA Group, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China.,Institute for Healthy Cities and West China Research Center for Rural Health Development, Sichuan University, Chengdu, Sichuan, China
| | - Chenchen Feng
- West China School of Nursing / Outpatient Department, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xinli Zhang
- Business School, Sichuan University, Chengdu, Sichuan, China
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13
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Hardman R, Begg S, Spelten E. Exploring the ability of self-report measures to identify risk of high treatment burden in chronic disease patients: a cross-sectional study. BMC Public Health 2022; 22:163. [PMID: 35073896 PMCID: PMC8785389 DOI: 10.1186/s12889-022-12579-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Accepted: 01/13/2022] [Indexed: 09/03/2023] Open
Abstract
Background Effective self-management of chronic health conditions is key to avoiding disease escalation and poor health outcomes, but self-management abilities vary. Adequate patient capacity, in terms of abilities and resources, is needed to effectively manage the treatment burden associated with chronic health conditions. The ability to measure different elements of capacity, as well as treatment burden, may assist to identify those at risk of poor self-management. Our aims were to: 1. Investigate correlations between established self-report tools measuring aspects of patient capacity, and treatment burden; and 2. Explore whether individual questions from the self-report tools will correlate to perceived treatment burden without loss of explanation. This may assist in the development of a clinical screening tool to identify people at risk of high treatment burden. Methods A cross-sectional survey in both a postal and online format. Patients reporting one or more chronic diseases completed validated self-report scales assessing social, financial, physical and emotional capacity; quality of life; and perceived treatment burden. Logistic regression analysis was used to explore relationships between different capacity variables, and perceived high treatment burden. Results Respondents (n = 183) were mostly female (78%) with a mean age of 60 years. Most participants were multimorbid (94%), with 45% reporting more than five conditions. 51% reported a high treatment burden. Following logistic regression analyses, high perceived treatment burden was correlated with younger age, material deprivation, low self-efficacy and usual activity limitation. These factors accounted for 50.7% of the variance in high perceived treatment burden. Neither disease burden nor specific diagnosis was correlated with treatment burden. Conclusions This study supports previous observations that psychosocial factors may be more influential than specific diagnoses for multimorbid patients in managing their treatment workload. A simple capacity measure may be useful to identify those who are likely to struggle with healthcare demands. Supplementary Information The online version contains supplementary material available at 10.1186/s12889-022-12579-1.
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14
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Boehmer KR, Pine KH, Whitman S, Organick P, Thota A, Espinoza Suarez NR, LaVecchia CM, Lee A, Behnken E, Thorsteinsdottir B, Pawar AS, Beck A, Lorenz EC, Albright RC. Do patients with high versus low treatment and illness burden have different needs? A mixed-methods study of patients living on dialysis. PLoS One 2021; 16:e0260914. [PMID: 34962932 PMCID: PMC8714126 DOI: 10.1371/journal.pone.0260914] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 11/21/2021] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Approximately 750,000 people in the U.S. live with end-stage kidney disease (ESKD); the majority receive dialysis. Despite the importance of adherence to dialysis, it remains suboptimal, and one contributor may be patients' insufficient capacity to cope with their treatment and illness burden. However, it is unclear what, if any, differences exist between patients reporting high versus low treatment and illness burden. METHODS We sought to understand these differences using a mixed methods, explanatory sequential design. We enrolled adult patients receiving dialysis, including in-center hemodialysis, home hemodialysis, and peritoneal dialysis. Descriptive patient characteristics were collected. Participants' treatment and illness burden was measured using the Illness Intrusiveness Scale (IIS). Participants scoring in the highest quartile were defined as having high burden, and participants scoring in the lowest quartile as having low burden. Participants in both quartiles were invited to participate in interviews and observations. RESULTS Quantitatively, participants in the high burden group were significantly younger (mean = 48.4 years vs. 68.6 years respectively, p = <0.001). No other quantitative differences were observed. Qualitatively, we found differences in patient self-management practices, such as the high burden group having difficulty establishing a new rhythm of life to cope with dialysis, greater disruption in social roles and self-perception, fewer appraisal focused coping strategies, more difficulty maintaining social networks, and more negatively portrayed experiences early in their dialysis journey. CONCLUSIONS AND RELEVANCE Patients on dialysis reporting the greatest illness and treatment burden have difficulties that their low-burden counterparts do not report, which may be amenable to intervention.
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Affiliation(s)
- Kasey R. Boehmer
- Knoweldge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, Minnesota, United States of America
- * E-mail:
| | - Kathleen H. Pine
- College of Health Solutions, Arizona State University, Phoenix, Arizona, United States of America
| | - Samantha Whitman
- Human & Social Dimensions of Science & Technology, Arizona State University, Phoenix, Arizona, United States of America
| | - Paige Organick
- Knoweldge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Anjali Thota
- Knoweldge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Nataly R. Espinoza Suarez
- Knoweldge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Christina M. LaVecchia
- Knoweldge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, Minnesota, United States of America
- Neumann University, Aston, Pennsylvania, United States of America
| | - Alexander Lee
- Health Services Research, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Emma Behnken
- Knoweldge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Bjorg Thorsteinsdottir
- Knoweldge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, Minnesota, United States of America
- Community Internal Medicine, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Aditya S. Pawar
- Neprhology and Hypertension, Mayo Clinic, Rochester, Minnesota, United States of America
- Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States of America
| | - Annika Beck
- Bioethics, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Elizabeth C. Lorenz
- Neprhology and Hypertension, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Robert C. Albright
- Neprhology and Hypertension, Mayo Clinic, Rochester, Minnesota, United States of America
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15
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Hardman R, Begg S, Spelten E. Multimorbidity and its effect on perceived burden, capacity and the ability to self-manage in a low-income rural primary care population: A qualitative study. PLoS One 2021; 16:e0255802. [PMID: 34370758 PMCID: PMC8351969 DOI: 10.1371/journal.pone.0255802] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 07/25/2021] [Indexed: 11/22/2022] Open
Abstract
INTRODUCTION Multimorbidity is increasing in prevalence, especially in low-income settings. Despite this, chronic conditions are often managed in isolation, potentially leading to burden-capacity imbalance and reduced treatment adherence. We aimed to explore, in a low-income population with common comorbidities, how the specific demands of multimorbidity affect burden and capacity as defined by the Cumulative Complexity Model. MATERIALS AND METHODS Qualitative interviews with thirteen rural community health centre patients in Victoria, Australia. Participants were aged between 47-72 years and reported 3-10 chronic conditions. We asked about perceived capacity and burden in managing health. The Theory of Patient Capacity was used to analyse capacity and Normalisation Process Theory to analyse burden. All data specifically associated with the experience of multimorbidity was extracted from each burden and capacity domain. RESULTS The capacity domains of biography, resource mobilisation and work realisation were important in relation to multimorbidity. Conditions causing functional impairment (e.g. chronic pain, depression) interacted with physical, psychological and financial capacity, leading to biographical disruption and an inability to realise treatment and life work. Despite this, few people had a treatment plan for these conditions. Participants reported that multimorbidity affected all burden domains. Coherence and appraisal were especially challenging due to condition interactions, with clinicians providing little guidance. DISCUSSION The capacity and burden deficits highlighted by participants were not associated with any specific diagnosis, but were due to condition interactions, coupled with the lack of health provider support to navigate interactions. Physical, psychological and financial capacities were inseparable, but rarely addressed or understood holistically. Understanding and managing condition and treatment interactions was a key burden task for patients but was often difficult, isolating and overwhelming. This suggests that clinicians should become more aware of linkages between conditions, and include generic, synergistic or cross-disciplinary approaches, to build capacity, reduce burden and encourage integrated chronic condition management.
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Affiliation(s)
- Ruth Hardman
- School of Rural Health, La Trobe University, Bendigo, Victoria, Australia
- Sunraysia Community Health Services, Mildura, Victoria, Australia
| | - Stephen Begg
- School of Rural Health, La Trobe University, Bendigo, Victoria, Australia
| | - Evelien Spelten
- School of Rural Health, La Trobe University, Bendigo, Victoria, Australia
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16
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Treatment burden for patients with multimorbidity: cross-sectional study with exploration of a single-item measure. Br J Gen Pract 2021; 71:e381-e390. [PMID: 33875419 PMCID: PMC8074644 DOI: 10.3399/bjgp.2020.0883] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 11/26/2020] [Indexed: 11/05/2022] Open
Abstract
Background Treatment burden is the effort required of patients to look after their health, and the impact this has on their wellbeing. Quantitative data on treatment burden for patients with multimorbidity are sparse, and no single-item treatment burden measure exists. Aim To determine the extent of, and associations with, high treatment burden among older adults with multimorbidity, and to explore the performance of a novel single-item treatment burden measure. Design and setting Cross-sectional postal survey via general practices in Dorset, UK. Method Patients ≥55 years, living at home, with three or more long-term conditions (LTCs) were identified by practices. Treatment burden was measured using the Multimorbidity Treatment Burden Questionnaire. Data collected were sociodemographics, LTCs, medications, and characteristics including health literacy and financial resource. Associations with high treatment burden were investigated via logistic regression. Performance of a novel single-item measure of treatment burden was also evaluated. Results A total of 835 responses were received (response rate 42%) across eight practices. Patients’ mean age was 75 years, 55% were female (n = 453), and 99% were white (n = 822). Notably, 39% of patients self-reported fewer than three LTCs (n = 325). Almost one-fifth (18%) of responders reported high treatment burden (n = 150); making lifestyle changes and arranging appointments were particular sources of difficulty. After adjustment, limited health literacy and financial difficulty displayed strong associations with high treatment burden; more LTCs and more prescribed regular medications were also independently associated. The single-item measure discriminated moderately between high and non-high burden with a sensitivity of 89%, but a specificity of 58%. Conclusion High treatment burden was relatively common, underlining the importance of minimising avoidable burden. More vulnerable patients, with less capacity to manage, are at greater risk of being overburdened. Further development of a single-item treatment burden measure is required.
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17
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Hardman R, Begg S, Spelten E. Healthcare professionals' perspective on treatment burden and patient capacity in low-income rural populations: challenges and opportunities. BMC FAMILY PRACTICE 2021; 22:50. [PMID: 33750306 PMCID: PMC7942213 DOI: 10.1186/s12875-021-01387-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 01/13/2021] [Indexed: 11/10/2022]
Abstract
BACKGROUND The challenges of chronic disease self-management in multimorbidity are well-known. Shippee's Cumulative Complexity Model provides useful insights on burden and capacity factors affecting healthcare engagement and outcomes. This model reflects patient experience, but healthcare providers are reported to have a limited understanding of these concepts. Understanding burden and capacity is important for clinicians, since they can influence these factors both positively and negatively. This study aimed to explore the perspectives of healthcare providers using burden and capacity frameworks previously used only in patient studies. METHODS Participants were twelve nursing and allied health providers providing chronic disease self-management support in low-income primary care settings. We used written vignettes, constructed from interviews with multimorbid patients at the same health centres, to explore how clinicians understood burden and capacity. Interviews were recorded and transcribed verbatim. Analysis was by the framework method, using Normalisation Process Theory to explore burden and the Theory of Patient Capacity to explore capacity. RESULTS The framework analysis categories fitted the data well. All participants clearly understood capacity and were highly conscious of social (e.g. income, family demands), and psychological (e.g. cognitive, mental health) factors, in influencing engagement with healthcare. Not all clinicians recognised the term 'treatment burden', but the concept that it represented was familiar, with participants relating it both to specific treatment demands and to healthcare system deficiencies. Financial resources, health literacy and mental health were considered to have the biggest impact on capacity. Interaction between these factors and health system barriers (leading to increased burden) was a common and challenging occurrence that clinicians struggled to deal with. CONCLUSIONS The ability of health professionals to recognise burden and capacity has been questioned, but participants in this study displayed a level of understanding comparable to the patient literature. Many of the challenges identified were related to health system issues, which participants felt powerless to address. Despite their awareness of burden and capacity, health providers continued to operate within a single-disease model, likely to increase burden. These findings have implications for health system organisation, particularly the need for alternative models of care in multimorbidity.
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Affiliation(s)
- Ruth Hardman
- La Trobe University Rural Health School, 471 Benetook Avenue, Mildura, VIC, 3500, Australia. .,Sunraysia Community Health Services, 137 Thirteenth Street, Mildura, VIC, 3500, Australia.
| | - Stephen Begg
- La Trobe Rural Health School, La Trobe University, PO Box 199, Bendigo, VIC, 3552, Australia
| | - Evelien Spelten
- La Trobe University Rural Health School, 471 Benetook Avenue, Mildura, VIC, 3500, Australia
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Allen K, Damery SL, Sein K, Johnson DW, Davies SJ, Lambie M, Holvoet E, Combes GM. How do patients and their family members experience the transition from peritoneal dialysis to incentre haemodialysis? A multisite qualitative study in England and Australia. Perit Dial Int 2020; 42:297-304. [PMID: 33331224 DOI: 10.1177/0896860820975596] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND While numerous studies have explored the patient experience of dialysis or other end-stage kidney disease (ESKD) treatments, few have explored the process of transitioning between dialysis modalities. This study aimed to develop an in-depth understanding of patient and caregiver perceptions and experiences of the transition from peritoneal to haemodialysis (HD) and to identify ways in which transitions can be optimised. METHODS Fifty-four in-depth, semi-structured interviews were undertaken at six study sites across the West Midlands, UK (n = 23), and Queensland, Australia (n = 31). Thirty-nine participants were patients with ESKD; the remainder were family members. An inductive analytical approach was employed, with findings synthesised across sites to identify themes that transcended country differences. RESULTS Of the 39 patient transitions, only 4 patients reported a wholly negative transition experience. Three cross-cutting themes identified common transition experiences and areas perceived to make a difference to the treatment transition: resistance to change and fear of HD; transition experience shared with family; and bodily adjustment and sense of self. CONCLUSION Although each transition is unique to the individual and their circumstances, kidney care services could optimise the process by recognising these patient-led themes and developing strategies that engage with them. Kidney care services should consider ways to keep patients aware of potential future treatment options and present them objectively. There is potential value in integrating expert support before and during treatment transitions to identify and address patient and family concerns.
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Affiliation(s)
- Kerry Allen
- Health Services Management Centre, University of Birmingham, Edgbaston, UK
| | - Sarah L Damery
- Institute for Applied Health Research, University of Birmingham, Edgbaston, UK
| | - Kim Sein
- Institute for Applied Health Research, University of Birmingham, Edgbaston, UK
| | - David W Johnson
- Department of Nephrology, Division of Medicine, ARTS Building, Princess Alexandra Hospital, Woolloongabba, Queensland, Australia
| | - Simon J Davies
- Faculty of Medicine and Health Sciences, Keele University, Staffordshire, UK
| | - Mark Lambie
- Faculty of Medicine and Health Sciences, Keele University, Staffordshire, UK
| | - Els Holvoet
- Renal Division, Ghent University Hospital, Belgium
| | - Gill M Combes
- Institute for Applied Health Research, University of Birmingham, Edgbaston, UK
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Abstract
Proposals for health care cost containment emphasize high-value care as a way to control spending without compromising quality. When used in this context, 'value' refers to outcomes in relation to cost. To determine where health spending yields the most value, it is necessary to compare the benefits provided by different treatments. While many studies focus narrowly on health gains in assessing value, the notion of benefit is sometimes broadened to include overall quality of life. This paper explores the implications of using subjective quality of life measures for value assessment. This approach is claimed to be more respectful of patients and better capture the perspectival nature of quality of life. Even if this is correct, though, subjective measurement also raises challenging issues of interpersonal comparability when used to study health outcomes. Because such measures do not readily distinguish benefits due to medical interventions from benefits due to personal or other factors, they are not easily applied to the assessment of treatment value. I argue that when the outcome of interest in value assessment is broadened to include quality of life, the cost side of these measures should also be broadened. I show how one philosophical theory of well-being, Jason Raibley's "agential flourishing" theory, can be adapted for use in quality of life research to better fit the needs and aims of value assessment in health care. Finally, I briefly note some implications of this argument for debates about fairness in health care allocations.
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20
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Cheng AC, Levy MA. Measures of Treatment Workload for Patients With Breast Cancer. JCO Clin Cancer Inform 2020; 3:1-10. [PMID: 30715929 DOI: 10.1200/cci.18.00122] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
PURPOSE Patients with breast cancer spend a large amount of time and effort receiving treatment. When the number of health care tasks exceeds a patient's ability to manage that workload, they could become overburdened, leading to decreased plan adherence. We used electronic health record data to retrospectively assess dimensions of treatment workload related to outpatient encounters, commuting, and admissions. METHODS Using tumor registry and scheduling data, we evaluated the sensitivity of treatment workload measures to detect expected differences in breast cancer treatment burden by stage. We evaluated the impact of the on-body pegfilgrastim injector on the treatment workload of patients undergoing a specific chemotherapy protocol. RESULTS As hypothesized, patients with higher stage cancer experienced higher treatment workload. Over the first 18 months after diagnosis, patients with stage III disease spent a median of 81 hours (interquartile range [IQR], 39 to 113 hours) in outpatient clinics, commuted 61 hours (IQR, 32 to 86 hours), and spent $1,432 (IQR, $690 to $2,552) in commuting costs. In contrast, patients with stage I disease spent a median of 29 hours (IQR, 18 to 46 hours in clinic), commuted for 34 hours (IQR, 19 to 55 hours), and spent $834 (IQR, $389 to $1,649) in commuting costs. In addition, we substantiated claims that the pegfilgrastim on-body injector was effective in reducing some dimensions of workload such as unique appointment days. CONCLUSION Treatment workload measures capture an important dimension in the experience of patients with cancer. Patients and health care organizations can use workload measures to plan and allocate resources, leading to higher quality and better coordinated care.
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Affiliation(s)
- Alex C Cheng
- Vanderbilt University Medical Center, Nashville, TN
| | - Mia A Levy
- Vanderbilt University Medical Center, Nashville, TN
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21
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Alsadah A, van Merode T, Alshammari R, Kleijnen J. A systematic literature review looking for the definition of treatment burden. Heliyon 2020; 6:e03641. [PMID: 32300666 PMCID: PMC7150517 DOI: 10.1016/j.heliyon.2020.e03641] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Revised: 04/16/2019] [Accepted: 03/18/2020] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND Treatment burden is an emerging concept in health care literature. It can complicate the patients' condition and perhaps result in poor adherence to treatment, which is linked to worse clinical outcomes. However, until now there is no definition for treatment burden recognized by all stakeholders. This review was prepared in order to find what available definitions for treatment burden are present in the literature. METHODS A systematic review of the literature was prepared looking for definitions of treatment burden in adult patients. Articles about adults aged 18 years or older from both genders with one or more medical conditions that contained a (new) definition of treatment burden were included. The search approach consisted of conventional systematic review database searching of multiple resources including Embase, Medline, PsycINFO, and CINAHL. Two independent reviewers screened the titles and abstracts, and full papers. RESULTS The searches resulted in 8045 records, of which 16 articles were included. Based on quality appraisal criteria, we decided that two definitions had better evaluations than the rest of the definitions, the first one defining it as the impact of the 'work of being a patient' on functioning and well-being, the second as the actions and resources they devote to their healthcare. CONCLUSION We consider the definition concentrating on actions and resources patients devote to their healthcare, including difficulty, time, and out-of-pocket costs dedicated to the healthcare tasks such as adhering to medications, dietary recommendations, and self-monitoring as the one probably comprising most domains of Treatment Burden that we have found in our search in the existing literature. However, adding even more domains to this definition and differentiating explicitly between patient's perception and caregiver's perception in the definition could in our opinion result in an improved definition. Also patients' evaluation of this definition is commendable.
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Affiliation(s)
| | - Tiny van Merode
- School for Public Health and Primary Care (CAPHRI), Maastricht University, Maastricht, Limburg, the Netherlands
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Sayyed Kassem L, Aron DC. The assessment and management of quality of life of older adults with diabetes mellitus. Expert Rev Endocrinol Metab 2020; 15:71-81. [PMID: 32176560 DOI: 10.1080/17446651.2020.1737520] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Accepted: 02/28/2020] [Indexed: 12/11/2022]
Abstract
Introduction: As the population ages, the number of older adults with diabetes mellitus will continue to rise. The burden of diabetes on older adults is significant due to the disease itself, its complications, and its treatments. This is compounded by geriatric syndromes such as frailty and cognitive dysfunction. Consequently, health and diabetes-related quality of life (QoL) are diminished.Areas covered: This article reviews the value of assessing QoL in providing patient-centered care and the associations between QoL measures and health outcomes. The determinants of QoL particular to diabetes and the older population are reviewed, including psychosocial, physical, and cognitive burdens of diabetes and aging and the impact of hypoglycemia on QoL. Strategies are described to alleviate these burdens and improve QoL, and barriers to multidisciplinary patient-centered care are discussed. QoL measurement instruments are reviewed.Expert opinion: The goals of treating diabetes and its complications should be considered carefully along with each patient's capacity to withstand the burdens of treatment. This capacity is reduced by socioeconomic, psychological, cognitive, and physical factors reduces this capacity. Incorporating measurement of HRQoL into clinical practices is possible, but deficiencies in the systems of health-care delivery need to be addressed to facilitate their use.
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Affiliation(s)
- Laure Sayyed Kassem
- Endocrinology Section, Northeast Ohio Veterans Healthcare System, Cleveland, OH, USA
- Department of Medicine, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - David C Aron
- Endocrinology Section, Northeast Ohio Veterans Healthcare System, Cleveland, OH, USA
- Department of Medicine, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
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Holvoet E, Verhaeghe S, Davies S, Combes G, François K, Johnson D, Van Biesen W, Van Humbeeck L. Patients' experiences of transitioning between different renal replacement therapy modalities: A qualitative study. Perit Dial Int 2020; 40:548-555. [PMID: 32063183 DOI: 10.1177/0896860819896219] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Different kidney replacement therapy modalities are available to manage end-stage kidney disease, such as home-based dialysis, in-center hemodialysis, and kidney transplantation. Although transitioning between modalities is common, data on how patients experience these transitions are scarce. This study explores patients' perspectives of transitioning from a home-based to an in-center modality. METHODS Patients transitioning from peritoneal dialysis to in-center hemodialysis were purposively selected. Semi-structured interviews were performed, digitally recorded, and transcribed verbatim. Data analysis, consistent with Charmaz' constructivist approach of grounded theory was performed. RESULTS Fifteen patients (10 males; mean age 62 years) participated. The conditions of the transitioning process impacted the participants' experiences, resulting in divergent experiences and associated emotions. Some participants experienced a loss of control due to the therapy-related changes. Some felt tied down and having lost independence, whereas others stated they regained control as they felt relieved from responsibility. This paradox of control was related to the patient having or not having (1) experienced a fit of hemodialysis with their personal lifestyle, (2) a frame of reference, (3) higher care requirements, (4) insight into the underlying reasons for transitioning, and (5) trust in the healthcare providers. CONCLUSIONS Care teams need to offer opportunities to elicit patients' knowledge and fears, dispel myths, forge connections with other patients, and visit the dialysis unit before transition to alleviate anxiety. Interventions that facilitate a sense of control should be grounded in the meaning that the disorder has for the person and how it impacts their sense of self.
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Affiliation(s)
- Els Holvoet
- Renal Division, 26656Ghent University Hospital, Ghent, Belgium
| | - Sofie Verhaeghe
- Department of Public Health, University Centre for Nursing and Midwifery, 26656Ghent University, Ghent, Belgium
| | - Simon Davies
- Institute of Applied Clinical Science, Keele University, Stoke-on-Trent, UK
| | - Gill Combes
- 522411Institute of applied Health Research, Murray Learning Centre, University of Birmingham, UK
| | - Karlien François
- Division of Nephrology and Arterial Hypertension, 60201Universitair Ziekenhuis Brussel (UZ Brussel), Vrije Universiteit Brussel (VUB), Laarbeeklaan, Brussels, Belgium
| | - David Johnson
- Department of Nephrology, 1966Princess Alexandra Hospital, Brisbane, Australia.,Australasian Kidney Trials Network, University of Queensland, Brisbane, Australia.,Translational Research Institute, Brisbane, Australia
| | - Wim Van Biesen
- Renal Division, 26656Ghent University Hospital, Ghent, Belgium
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Boehmer KR, Holland DE, Vanderboom CE. Identifying and addressing gaps in the implementation of a community care team for care of Patients with multiple chronic conditions. BMC Health Serv Res 2019; 19:843. [PMID: 31730457 PMCID: PMC6858771 DOI: 10.1186/s12913-019-4709-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Accepted: 11/05/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Patients with multiple chronic conditions represent a growing segment for healthcare. The Chronic Care Model (CCM) supports leveraging community programs to support patients and their caregivers overwhelmed by their treatment plans, but this component has lagged behind the adoption of other model elements. Community Care Teams (CCTs) leverage partnerships between healthcare delivery systems and existing community programs to address this deficiency. There remains a gap in moving CCTs from pilot phase to sustainable full-scale programs. Therefore, the purpose of this study was to identify the cognitive and structural needs of clinicians, social workers, and nurse care coordinators to effectively refer appropriate patients to the CCT and the value these stakeholders derived from referring to and receiving feedback from the CCT. We then sought to translate this knowledge into an implementation toolkit to bridge implementation gaps. METHODS Our research process was guided by the Assess, Innovate, Develop, Engage, and Devolve (AIDED) implementation science framework. During the Assess process we conducted chart reviews, interviews, and observations and in Innovate and Develop phases, we worked with stakeholders to develop an implementation toolkit. The Engage and Devolve phases disseminate the toolkit through social networks of clinical champions and are ongoing. RESULTS We completed 14 chart reviews, 11 interviews, and 2 observations. From these, facilitators and barriers to CCT referrals and patient re-integration into primary care were identified. These insights informed the development of a toolkit with seven components to address implementation gaps identified by the researchers and stakeholders. CONCLUSION We identified implementation gaps to sustaining the CCT program, a community-healthcare partnership, and used this information to build an implementation toolkit. We established liaisons with clinical champions to diffuse this information. The AIDED Model, not previously used in high-income countries' primary care settings, proved adaptable and useful.
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Affiliation(s)
- Kasey R Boehmer
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.
| | - Diane E Holland
- Nursing Research Division, Department of Nursing, College of Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Catherine E Vanderboom
- Nursing Research Division, Department of Nursing, College of Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
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Gorman RK, Wellbeloved-Stone CA, Valdez RS. Uncovering the invisible patient work system through a case study of breast cancer self-management. ERGONOMICS 2018; 61:1575-1590. [PMID: 30044709 DOI: 10.1080/00140139.2018.1503339] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2017] [Revised: 06/11/2018] [Accepted: 07/18/2018] [Indexed: 06/08/2023]
Abstract
As patients transition from passive recipients to actors in their health management, there is an opportunity to enhance theoretical frameworks describing the patient work system. Previous macroergonomic frameworks depict how patients manage health outside the institutional healthcare system, though none formally integrate the concept of invisible work - self-management practices undervalued or unseen by healthcare providers. This article overlays invisible work onto the patient work system through a case study of breast cancer self-management. Thirty breast cancer survivors were interviewed about positive and negative experiences post-diagnosis. Invisible and visible components of participants' work systems were explicated through qualitative content analysis. The results demonstrate that all participants had invisible work system components, and based on these findings, this article theorises the existence of an 'invisible patient work system.' Future research and design to support self-management practices should explicitly address the invisible characteristics of the work systems in which patients are embedded.Practitioner Summary: This article seeks to enhance the healthcare human factors literature by integrating the concept of invisible work into preexisting patient work system models. Through a secondary analysis of an interview study with 30 breast cancer survivors, we found that all participants recalled invisible components of their respective work systems. Abbreviations CHIT Consumer Health Information Technology SEIPS Systems Engineering Initiative for Patient Safety IRB Institutional Review Board SES Socioeconomic Status mHealth Mobile Health PHR Patient Health Record ICAN Instrument for Patient Capacity Assessment HIPAA Health Insurance Portability and Accoutability Act.
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Affiliation(s)
- Ryan K Gorman
- a Department of Public Health Sciences , University of Virginia , Charlottesville , VA , USA
| | | | - Rupa S Valdez
- a Department of Public Health Sciences , University of Virginia , Charlottesville , VA , USA
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Todd A, Jansen J, Colvin J, McLachlan AJ. The deprescribing rainbow: a conceptual framework highlighting the importance of patient context when stopping medication in older people. BMC Geriatr 2018; 18:295. [PMID: 30497404 PMCID: PMC6267905 DOI: 10.1186/s12877-018-0978-x] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Accepted: 11/13/2018] [Indexed: 02/06/2023] Open
Abstract
The area of "deprescribing" has rapidly expanded in recent years as a positive intervention to reduce inappropriate polypharmacy and improve health outcomes for (older) people with multimorbidity. While our understanding of deprescribing as a process has greatly improved and existing approaches all have patient-centered elements, there is still limited literature exploring the importance of the individual patient context in deprescribing decision-making. This is clearly an important consideration to ensure that any deprescribing approach is ethical, respectful, and successful. To address this gap in the literature, we have developed a conceptual framework in the form of a rainbow - with five different deprescribing determinants - and place the person at the center of the deprescribing process. This framework is informed by literature on patient-centered care for older people and people with multimorbidity. We illustrate the potential application of this framework to a complex patient case to highlight the importance of the different clinical, psychological, social, financial and physical deprescribing determinants, and how this approach could be adopted by those working in clinical practice.
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Affiliation(s)
- Adam Todd
- School of Pharmacy, Faculty of Applied Sciences, Newcastle University, NE17RU, Newcastle upon Tyne, UK
| | - Jesse Jansen
- Wiser Healthcare, Sydney School of Public Health, The University of Sydney, Rm 226a, Edward Ford Building A27, Sydney, 2006, NSW, Australia. .,Centre for Medical Psychology and Evidence-based Decision-making (CeMPED), The University of Sydney, Rm 226a, Edward Ford Building A27, Sydney, 2006, NSW, Australia.
| | - Jim Colvin
- Health Consumers New South Wales, Sydney, Australia
| | - Andrew J McLachlan
- The University of Sydney, Sydney Pharmacy School and Centre for Education and Research on Ageing, The University of Sydney, Sydney, 2006, NSW, Australia
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Boehmer KR, Kyriacou M, Behnken E, Branda M, Montori VM. Patient capacity for self-care in the medical record of patients with chronic conditions: a mixed-methods retrospective study. BMC FAMILY PRACTICE 2018; 19:164. [PMID: 30285746 PMCID: PMC6169082 DOI: 10.1186/s12875-018-0852-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Accepted: 09/24/2018] [Indexed: 11/10/2022]
Abstract
BACKGROUND Patients with chronic conditions must mobilize capacity to access and use healthcare and enact self-care. In order for clinicians to create feasible treatment plans with patients, they must appreciate the limits and possibilities of patient capacity. This study seeks to characterize the amount, nature, and comprehensiveness of the information about patient capacity documented in the medical record. METHODS In this mixed-methods study, we extracted notes about 6 capacity domains from the medical records of 100 patients receiving care from 15 primary care clinicians at a single practice. Using a generalized linear model to account for repeated measures across multiple encounters, we calculated the rate of documented domains per encounter per patient adjusted for appointment type and number. Following quantitative analyses, we purposefully selected records to conduct inductive content analysis. RESULTS After adjusting for number of appointments and appointment type, primary care notes contained the most mentions of capacity. Physical capacity was most noted, followed by personal, emotional, social, financial, and environmental. Qualitatively, we found three documentation patterns: patients with broad capacity notes, patients with predominantly physical domain capacity notes, and patients with capacity notes mostly in domains other than physical. Records contained almost no mention of patients' environmental or financial capacity, or of how they coped with capacity limitations. Rarely, did notes ever mention how well patients interacted with their social network or what support they provided to the patient in managing their health. CONCLUSION Medical records scarcely document patient capacity. This may impair the ability of clinicians to determine how patients can handle patient work, at what point patient capacity might become overwhelmed leading to poor adherence and health outcomes, and how best to craft feasible treatment programs that patients can implement with high fidelity.
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Affiliation(s)
- Kasey R Boehmer
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, 200 First Street SW, Rochester, MN, 55901, USA.
| | | | - Emma Behnken
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, 200 First Street SW, Rochester, MN, 55901, USA
| | - Megan Branda
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, 200 First Street SW, Rochester, MN, 55901, USA.,Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Victor M Montori
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, 200 First Street SW, Rochester, MN, 55901, USA
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Roberti J, Cummings A, Myall M, Harvey J, Lippiett K, Hunt K, Cicora F, Alonso JP, May CR. Work of being an adult patient with chronic kidney disease: a systematic review of qualitative studies. BMJ Open 2018; 8:e023507. [PMID: 30181188 PMCID: PMC6129107 DOI: 10.1136/bmjopen-2018-023507] [Citation(s) in RCA: 72] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Revised: 06/28/2018] [Accepted: 08/08/2018] [Indexed: 12/23/2022] Open
Abstract
INTRODUCTION Chronic kidney disease (CKD) requires patients and caregivers to invest in self-care and self-management of their disease. We aimed to describe the work for adult patients that follows from these investments and develop an understanding of burden of treatment (BoT). METHODS Systematic review of qualitative primary studies that builds on EXPERTS1 Protocol, PROSPERO registration number: CRD42014014547. We included research published in English, Spanish and Portuguese, from 2000 to present, describing experience of illness and healthcare of people with CKD and caregivers. Searches were conducted in MEDLINE, Embase, CINAHL Plus, PsycINFO, Scopus, Scientific Electronic Library Online and Red de Revistas Científicas de América Latina y el Caribe, España y Portugal. Content was analysed with theoretical framework using middle-range theories. RESULTS Searches resulted in 260 studies from 30 countries (5115 patients and 1071 carers). Socioeconomic status was central to the experience of CKD, especially in its advanced stages when renal replacement treatment is necessary. Unfunded healthcare was fragmented and of indeterminate duration, with patients often depending on emergency care. Treatment could lead to unemployment, and in turn, to uninsurance or underinsurance. Patients feared catastrophic events because of diminished financial capacity and made strenuous efforts to prevent them. Transportation to and from haemodialysis centre, with variable availability and cost, was a common problem, aggravated for patients in non-urban areas, or with young children, and low resources. Additional work for those uninsured or underinsured included fund-raising. Transplanted patients needed to manage finances and responsibilities in an uncertain context. Information on the disease, treatment options and immunosuppressants side effects was a widespread problem. CONCLUSIONS Being a person with end-stage kidney disease always implied high burden, time-consuming, invasive and exhausting tasks, impacting on all aspects of patients' and caregivers' lives. Further research on BoT could inform healthcare professionals and policy makers about factors that shape patients' trajectories and contribute towards a better illness experience for those living with CKD. PROSPERO REGISTRATION NUMBER CRD42014014547.
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Affiliation(s)
- Javier Roberti
- FINAER, Foundation for Research and Assistance of Kidney Disease, Buenos Aires, Argentina
| | - Amanda Cummings
- Faculty of Health Sciences, University of Southampton, Southampton, UK
- NIHR CLAHRC Wessex, University of Southampton, Southampton, UK
| | - Michelle Myall
- Faculty of Health Sciences, University of Southampton, Southampton, UK
- NIHR CLAHRC Wessex, University of Southampton, Southampton, UK
| | - Jonathan Harvey
- Faculty of Health Sciences, University of Southampton, Southampton, UK
| | - Kate Lippiett
- Faculty of Health Sciences, University of Southampton, Southampton, UK
| | - Katherine Hunt
- Faculty of Health Sciences, University of Southampton, Southampton, UK
| | - Federico Cicora
- FINAER, Foundation for Research and Assistance of Kidney Disease, Buenos Aires, Argentina
| | - Juan Pedro Alonso
- Faculty of Social Sciences, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Carl R May
- London School of Hygiene and Tropical Medicine, Faculty of Epidemiology and Population Health, London, UK
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The Cumulative Complexity Model and Repeat Falls: A Quality Improvement Project. Prof Case Manag 2018; 23:190-203. [PMID: 29846349 DOI: 10.1097/ncm.0000000000000279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
Abstract
PURPOSE OF PROJECT The purpose of this article is to demonstrate the effectiveness of the Cumulative Complexity Model as a framework to build an Excel tool and a Pareto tool that will enable inpatient case managers to predict the increased risk for and prevent repeat falls. The Excel tool is based on work explained in a previous article by and uses a macro to analyze the factors causing the repeat falls and then calculate the probability of it happening again. This enables the case manager to identify trends in how the patient is transitioning toward goals of care and identify problems before they become barriers to the smooth transition to other levels of care. Thus, the case manager will save the facility money by avoiding unneeded days of care and avoiding the costs that result from rendering medical care for the patient who has fallen. PRIMARY PRACTICE SETTINGS In July 2015, a group of nurses at a small Veterans Health Administration Hospital in the Northwest collaborated to find ways to reverse a trend of increasing falls and repeat falls. METHODOLOGY AND SAMPLE A retrospective chart review of all falls and repeat falls (N = 73) that happened between January 2013 and July 2015 was used to generate a list of top 11 contributing variables that enabled evaluation of the data. A bundle of 3 interventions was instituted in October 2015: (1) development of a dedicated charge nurse/resource nurse, (2) use of a standardized method of rounding, and (3) use of a noncontact patient monitoring system ("virtual nurses"). Falls pre- and postimplementation (N = 109) were analyzed using linear and logistic regression analyses. Data were entered into an Excel sheet and analyzed to identify the major contributing factors to falls and repeat falls and to identify trends. These data were also evaluated to find out whether length of stay and nurse workload contributed to falls. RESULTS Fifteen months after implementation of the aforementioned interventions, falls on the unit went down from 30 aggregate falls in 2015 to 17 aggregate falls in 2016. Repeat falls in 2015 went from 9 repeat falls after admission to the unit down to 2 repeat falls in 2016. Each additional extrinsic variable that was present added an additional 1.43 to the odds ratio (OR) for a fall. Similarly, each additional intrinsic variable present added 2.08 to the OR for a fall. The linear regression of length of stay and falls demonstrated that 17.5% of falls correlated with length of stay, F(1,36) = 7.63, p = .009, R = .175, adjusted R = .152. Workload correlated with work 17% of the time, as measured by using ward days of care, F(1,100) = 20.84, p = .00001, R = .17, adjusted R = .16. IMPLICATIONS FOR CASE MANAGERS Two examples of the how to use these tools are located in the "Discussion" section of the article.
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Smith KT, Monti D, Mir N, Peters E, Tipirneni R, Politi MC. Access Is Necessary but Not Sufficient: Factors Influencing Delay and Avoidance of Health Care Services. MDM Policy Pract 2018; 3:2381468318760298. [PMID: 30288438 PMCID: PMC6125037 DOI: 10.1177/2381468318760298] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Background: Despite recently expanded access to health insurance, consumers still face barriers to using their coverage to obtain needed health care. Objective: To examine the characteristics of those who delay or avoid health care due to costs. Methods: Participants were recruited via Amazon MTurk and completed a survey assessing demographic characteristics, financial toxicity, health care minimizer-maximizer tendencies, health insurance knowledge, numeracy, delaying/avoiding any care, and delaying/avoiding six common health care services (three preventive and three nonpreventive services). Validated measures were used when available. Delay/avoidance behaviors were categorized into delaying/avoiding any care, preventive care, and nonpreventive care. Logistic regression models examined 1) financial toxicity, 2) minimizer-maximizer tendencies, 3) numeracy, 4) health insurance knowledge, and 5) knowledge of preventive care coverage separately on three forms of delay/avoidance behaviors, controlling for chronic conditions, insurance status, and/or income where appropriate. Results: Of 518 respondents, 470 did not fail attention-check questions and were used in analyses. Forty-five percent of respondents reported delaying/avoiding care due to cost. Multivariable analyses found that financial toxicity was related to delaying/avoiding any care (odds ratio [OR] = 0.884, P < 0.001), preventive care (OR = 0.906, P < 0.001), and nonpreventive care (OR = 0.901, P < 0.001). A tendency to minimize seeking health care (OR = 0.734, P < 0.001) and lower subjective numeracy (OR = 0.794, P = 0.023) were related to delaying/avoiding any care. General health insurance knowledge (OR = 0.989, P = 0.023) and knowledge of preventive care coverage (OR = 0.422, P < 0.001) were related to delaying/avoiding preventive care. Conclusions: Many people delay or avoid health care due to costs, even when insured. Results suggest that there may be different reasons individuals delay or avoid preventive and nonpreventive care. Findings may inform interventions to educate consumers and support discussions about health care costs to facilitate appropriate health care utilization.
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Affiliation(s)
- Kyle T. Smith
- Division of Public Health Sciences, Department of Surgery, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Denise Monti
- Division of Public Health Sciences, Department of Surgery, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Nageen Mir
- Division of Public Health Sciences, Department of Surgery, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Ellen Peters
- Department of Psychology, The Ohio State University, Columbus, OH, USA
| | - Renuka Tipirneni
- Division of General Medicine, Department of Internal Medicine, and Institute for Healthcare Policy & Innovation, University of Michigan, Ann Arbor, MI, USA
| | - Mary C. Politi
- Mary C. Politi, PhD, Division of Public Health Sciences, Department of Surgery, Washington University in St. Louis School of Medicine, 660 S. Euclid Avenue, St. Louis, MO 63110, USA; Phone: 314-747-1967; Fax: 314-747-1020. ()
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Akram W, Ijaz N, Ahmad H, Jamshaid M, Ismail NE. Barriers to the provision of asthma services and perceived practice towards asthma management among urban community pharmacists in Selangor, Malaysia. BRAZ J PHARM SCI 2018. [DOI: 10.1590/s2175-97902018000417324] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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Abstract
PURPOSE OF REVIEW Patients with diabetes must deal with the burden of symptoms and complications (burden of illness). Simultaneously, diabetes care demands practical and emotional work from patients and their families, work to access and use healthcare and to enact self-care (burden of treatment). Patient work must compete with the demands of family, job, and community life. Overwhelmed patients may not have the capacity to access care or enact self-care and will thus experience suboptimal diabetes outcomes. RECENT FINDINGS Minimally disruptive medicine (MDM) is a patient-centered approach to healthcare that prioritizes patients' goals for life and health while minimizing the healthcare disruption on patients' lives. In patients with diabetes, particularly in those with complex lives and multimorbidity, MDM coordinates healthcare and community responses to improve outcomes, reduce treatment burden, and enable patients to pursue their life's hopes and dreams.
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Affiliation(s)
- Valentina Serrano
- Knowledge and Evaluation Research Unit, Division of Endocrinology, Diabetes, Metabolism and Nutrition, Department of Medicine, Mayo Clinic, 200 1st Street SW, Rochester, MN, 55905, USA
- Department of Nutrition, Diabetes and Metabolism, Escuela de Medicina Pontificia Universidad Católica de Chile, Alameda Libertador Bernardo O'Higgins 340, Santiago, Chile
| | - Gabriela Spencer-Bonilla
- Knowledge and Evaluation Research Unit, Division of Endocrinology, Diabetes, Metabolism and Nutrition, Department of Medicine, Mayo Clinic, 200 1st Street SW, Rochester, MN, 55905, USA
- Mayo Graduate School, Mayo Clinic, 200 1st Street SW, Rochester, MN, 55905, USA
- School of Medicine, University of Puerto Rico Medical Sciences Campus, PO Box 365067, San Juan, PR, 00936, USA
| | - Kasey R Boehmer
- Knowledge and Evaluation Research Unit, Division of Endocrinology, Diabetes, Metabolism and Nutrition, Department of Medicine, Mayo Clinic, 200 1st Street SW, Rochester, MN, 55905, USA
| | - Victor M Montori
- Knowledge and Evaluation Research Unit, Division of Endocrinology, Diabetes, Metabolism and Nutrition, Department of Medicine, Mayo Clinic, 200 1st Street SW, Rochester, MN, 55905, USA.
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Hunt KJ, May CR. Managing expectations: cognitive authority and experienced control in complex healthcare processes. BMC Health Serv Res 2017; 17:459. [PMID: 28679376 PMCID: PMC5498980 DOI: 10.1186/s12913-017-2366-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Accepted: 06/08/2017] [Indexed: 11/29/2022] Open
Abstract
Background Balancing the normative expectations of others (accountabilities) against the personal and distributed resources available to meet them (capacity) is a ubiquitous feature of social relations in many settings. This is an important problem in the management of long–term conditions, because of widespread problems of non-adherence to treatment regimens. Using long-term conditions as an example, we set out middle range theory of this balancing work. Methods A middle-range theory was constructed four stages. First, a qualitative elicitation study of men with heart failure was used to develop general propositions about patient and care giver experience, and about the ways that the organisation and delivery of care affected this. Second, these propositions were developed and confirmed through a systematic review of qualitative research literature. Third, theoretical propositions and constructs were built, refined and presented as a logic model associated with two main theoretical propositions. Finally, a construct validation exercise was undertaken, in which construct definitions informed reanalysis of a set of systematic reviews of studies of patient and caregiver experiences of heart failure that had been included in an earlier meta-review. Results Cognitive Authority Theory identifies, characterises and explains negotiation processes in in which people manage their relations with the expectations of normative systems – like those encountered in the management of long-term conditions. Here, their cognitive authority is the product of an assessment of competence, trustworthiness and credibility made about a person by other participants in a healthcare process; and their experienced control is a function of the degree to which they successfully manage the external process-specific limiting factors that make it difficult to otherwise perform in their role. Conclusion Cognitive Authority Theory assists in explaining how participants in complex social processes manage important relational aspects of inequalities in power and expertise. It can play an important part in understanding the dynamics of participation in healthcare processes. It suggests ways in which these burdens may lead to relationally induced non-adherence to treatment regimens and self-care programmes, and points to targets where intervention may reduce these adverse outcomes.
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Affiliation(s)
- Katherine J Hunt
- Faculty of Health Sciences, University of Southampton, Building 67 (Nightingale), University Road, Highfield, Southampton, SO17 1BJ, UK.,NIHR CLAHRC Wessex, Southampton, UK
| | - Carl R May
- Faculty of Health Sciences, University of Southampton, Building 67 (Nightingale), University Road, Highfield, Southampton, SO17 1BJ, UK. .,NIHR CLAHRC Wessex, Southampton, UK. .,University Hospital Southampton NHS Foundation Trust, Southampton, UK.
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34
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Pesantes MA, Brandt LR, Ipince A, Miranda JJ, Diez-Canseco F. An exploration into caring for a stroke-survivor in Lima, Peru: Emotional impact, stress factors, coping mechanisms and unmet needs of informal caregivers. eNeurologicalSci 2017; 6:33-50. [PMID: 28989982 PMCID: PMC5627498 DOI: 10.1016/j.ensci.2016.11.004] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2016] [Revised: 08/17/2016] [Accepted: 11/02/2016] [Indexed: 11/29/2022] Open
Abstract
INTRODUCTION Understanding local complexities and challenges of stroke-related caregiving are essential to develop appropriate interventions. Our study aimed to characterize the impact of post-stroke care among caregivers in a setting of transitioning economy. MATERIALS AND METHODS Qualitative study based on in-depth interviews with primary caregivers of stroke survivors in Lima, Peru. Transcribed data was organized into the emotional impact of caregiving, main stress factors and coping mechanisms to deal with the caregiving role, as well as the unmet needs of caregivers. RESULTS We interviewed twelve caregivers, mean age 52.5 years, 8/12 were females, who were either the spouse or child of the stroke survivor. Stroke patients had a median age of 70 years, range 53-85 years. All participants reported having experienced emotional stress and depressive symptoms as a result of caregiving. Although most had family support, reduced social activities and added unanticipated financial burdens increased caregiver's stress. None of the caregivers had received training in post-stroke care tasks after the patient's discharge and only a few had received some psychological support, yet almost all expressed the need to see a professional to improve their mental health. Keeping a positive attitude towards their relative's physical post-stroke condition was a key coping mechanism. CONCLUSIONS In the absence of structured institutional responses, family members endure with the provision of care for stroke survivors, a task escorted by major emotional, financial, and social strains. This burden could be prevented or curtailed if caregivers were to be targeted by interventions providing psychological and financial support, together with basic training on post-stroke care.
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Affiliation(s)
- M. Amalia Pesantes
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Av. Armendáriz 497, Miraflores, Lima, Peru
| | - Lena R. Brandt
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Av. Armendáriz 497, Miraflores, Lima, Peru
| | - Alessandra Ipince
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Av. Armendáriz 497, Miraflores, Lima, Peru
| | - J. Jaime Miranda
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Av. Armendáriz 497, Miraflores, Lima, Peru
- Department of Medicine, School of Medicine, Universidad Peruana Cayetano Heredia, Av. Honorio Delgado 430, Urb. Ingeniería, San Martín de Porres, Lima, Peru
| | - Francisco Diez-Canseco
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Av. Armendáriz 497, Miraflores, Lima, Peru
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35
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Witteman HO, Presseau J, Nicholas Angl E, Jokhio I, Schwalm JD, Grimshaw JM, Bosiak B, Natarajan MK, Ivers NM. Negotiating Tensions Between Theory and Design in the Development of Mailings for People Recovering From Acute Coronary Syndrome. JMIR Hum Factors 2017; 4:e6. [PMID: 28249831 PMCID: PMC5352859 DOI: 10.2196/humanfactors.6502] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Revised: 12/19/2016] [Accepted: 12/19/2016] [Indexed: 11/13/2022] Open
Abstract
Background Taking all recommended secondary prevention cardiac medications and fully participating in a formal cardiac rehabilitation program significantly reduces mortality and morbidity in the year following a heart attack. However, many people who have had a heart attack stop taking some or all of their recommended medications prematurely and many do not complete a formal cardiac rehabilitation program. Objective The objective of our study was to develop a user-centered, theory-based, scalable intervention of printed educational materials to encourage and support people who have had a heart attack to use recommended secondary prevention cardiac treatments. Methods Prior to the design process, we conducted theory-based interviews and surveys with patients who had had a heart attack to identify key determinants of secondary prevention behaviors. Our interdisciplinary research team then partnered with a patient advisor and design firm to undertake an iterative, theory-informed, user-centered design process to operationalize techniques to address these determinants. User-centered design requires considering users’ needs, goals, strengths, limitations, context, and intuitive processes; designing prototypes adapted to users accordingly; observing how potential users respond to the prototype; and using those data to refine the design. To accomplish these tasks, we conducted user research to develop personas (archetypes of potential users), developed a preliminary prototype using behavior change theory to map behavior change techniques to identified determinants of medication adherence, and conducted 2 design cycles, testing materials via think-aloud and semistructured interviews with a total of 11 users (10 patients who had experienced a heart attack and 1 caregiver). We recruited participants at a single cardiac clinic using purposive sampling informed by our personas. We recorded sessions with users and extracted key themes from transcripts. We held interdisciplinary team discussions to interpret findings in the context of relevant theory-based evidence and iteratively adapted the intervention accordingly. Results Through our iterative development and testing, we identified 3 key tensions: (1) evidence from theory-based studies versus users’ feelings, (2) informative versus persuasive communication, and (3) logistical constraints for the intervention versus users’ desires or preferences. We addressed these by (1) identifying root causes for users’ feelings and addressing those to better incorporate theory- and evidence-based features, (2) accepting that our intervention was ethically justified in being persuasive, and (3) making changes to the intervention where possible, such as attempting to match imagery in the materials to patients’ self-images. Conclusions Theory-informed interventions must be operationalized in ways that fit with user needs. Tensions between users’ desires or preferences and health care system goals and constraints must be identified and addressed to the greatest extent possible. A cluster randomized controlled trial of the final intervention is currently underway.
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Affiliation(s)
- Holly O Witteman
- Department of Family and Emergency Medicine, Faculty of Medicine, Laval University, Quebec City, QC, Canada.,Office of Education and Professional Development, Faculty of Medicine, Laval University, Quebec City, QC, Canada.,Pavillon Ferdinand-Vandry 2881, Quebec City, QC, Canada
| | - Justin Presseau
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, The Ottawa Hospital, Ottawa, ON, Canada.,School of Epidemiology, Public Health and Preventive Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Emily Nicholas Angl
- Patients Canada, Toronto, ON, Canada.,Pivot Design Group Inc, Toronto, ON, Canada
| | | | - J D Schwalm
- Department of Medicine, Division of Cardiology, Hamilton Health Sciences, Hamilton, ON, Canada.,Population Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - Jeremy M Grimshaw
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, The Ottawa Hospital, Ottawa, ON, Canada.,Department of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Beth Bosiak
- Women's College Research Institute, Institute for Health Systems Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada
| | - Madhu K Natarajan
- Department of Medicine, Division of Cardiology, Hamilton Health Sciences, Hamilton, ON, Canada.,Population Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - Noah M Ivers
- Women's College Research Institute, Institute for Health Systems Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada.,Family Practice Health Centre, Women's College Hospital, Toronto, ON, Canada.,Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
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36
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Aron DC. Multimorbidity: an endocrinologist looks at multi-level network disruption and at what gets diabetes? J Eval Clin Pract 2017; 23:225-229. [PMID: 27440485 DOI: 10.1111/jep.12600] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2016] [Accepted: 06/14/2016] [Indexed: 12/11/2022]
Affiliation(s)
- David C Aron
- VA Quality Scholars Program, Louis Stokes Cleveland Department of Veterans Affairs Medical Center, Cleveland, OH, USA.,School of Medicine, and Adjunct Professor of Organizational Behavior, Weatherhead School of Management, Case Western Reserve University, Cleveland, OH, USA
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Shippee ND, Shippee TP, Mobley PD, Fernstrom KM, Britt HR. Effect of a Whole-Person Model of Care on Patient Experience in Patients With Complex Chronic Illness in Late Life. Am J Hosp Palliat Care 2017; 35:104-109. [PMID: 28133973 PMCID: PMC5704566 DOI: 10.1177/1049909117690710] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
Background: Patients with serious chronic illness are at a greater risk of depersonalized, overmedicalized care as they move into later life. Existing intervention research on person-focused care for persons in this transitional period is limited. Objective: To test the effects of LifeCourse, a team-based, whole-person intervention emphasizing listening to and knowing patients, on patient experience at 6 months. Design: This is a quasi-experimental study with patients allocated to LifeCourse and comparison groups based on 2 geographic locations. Robust change-score regression models adjusted for baseline differences and confounding. Setting/Participants: Patients (113 intervention, 99 comparison in analyses) were individuals with heart failure or other serious chronic illness, cancer, or dementia who had visits to hospitals at a large multipractice health system in the United States Midwest. Measurements: Primary outcome was 6-month change in patient experience measured via a novel, validated 21-item patient experience tool developed specifically for this intervention. Covariates included demographics, comorbidity score, and primary diagnosis. Results: At 6 months, LifeCourse was associated with a moderate improvement in overall patient experience versus usual care. Individual domain subscales for care team, communication, and patient goals were not individually significant but trended positively in the direction of effect. Conclusion: Person-focused, team-based interventions can improve patient experience with care at a stage fraught with overmedicalization and many care needs. Improvement in patient experience in LifeCourse represents the sum effect of small improvements across different domains/aspects of care such as relationships with and work by the care team.
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Affiliation(s)
- Nathan D Shippee
- 1 Division of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis, MN, USA
| | - Tetyana P Shippee
- 1 Division of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis, MN, USA
| | - Patrick D Mobley
- 2 Division of Applied Research, Allina Health, Minneapolis, MN, USA
| | - Karl M Fernstrom
- 2 Division of Applied Research, Allina Health, Minneapolis, MN, USA
| | - Heather R Britt
- 2 Division of Applied Research, Allina Health, Minneapolis, MN, USA
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Boehmer KR, Barakat S, Ahn S, Prokop LJ, Erwin PJ, Murad MH. Health coaching interventions for persons with chronic conditions: a systematic review and meta-analysis protocol. Syst Rev 2016; 5:146. [PMID: 27585627 PMCID: PMC5009492 DOI: 10.1186/s13643-016-0316-3] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Accepted: 08/08/2016] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Chronic conditions are increasingly more common and negatively impact quality of life, disability, morbidity, and mortality. Health coaching has emerged as a possible intervention to help individuals with chronic conditions adopt health supportive behaviors that improve both quality of life and health outcomes. METHODS/DESIGN We planned a systematic review and meta-analysis of the contemporary health coaching literature published in the last decade to evaluate the effect of health coaching on clinically important, disease-specific, functional, and behavioral outcomes. We will include randomized controlled trials or quasi-experimental studies that compared health coaching to alternative interventions or usual care. To enable adoption of effective interventions, we aim to explore how the effect of intervention is modified by the intervention components, delivering personnel (i.e., health professionals vs trained lay or peer persons), dose, frequency, and setting. Analysis of intervention outcomes will be reported and classified using an existing theoretical framework, the Theory of Patient Capacity, to identify the areas of patients' capacity to access and use healthcare and enact self-care where coaching may be an effective intervention. DISCUSSION This systematic review and meta-analysis will identify and synthesize evidence to inform the practice of health coaching by providing evidence on components and characteristics of the intervention essential for success in individuals with chronic health conditions. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42016039730.
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Affiliation(s)
| | | | - Sangwoo Ahn
- University of Minnesota, 100 Church St. S.E., Minneapolis, MN 55455 USA
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Boehmer KR, Gionfriddo MR, Rodriguez-Gutierrez R, Dabrh AMA, Leppin AL, Hargraves I, May CR, Shippee ND, Castaneda-Guarderas A, Palacios CZ, Bora P, Erwin P, Montori VM. Patient capacity and constraints in the experience of chronic disease: a qualitative systematic review and thematic synthesis. BMC FAMILY PRACTICE 2016; 17:127. [PMID: 27585439 PMCID: PMC5009523 DOI: 10.1186/s12875-016-0525-9] [Citation(s) in RCA: 83] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Accepted: 08/25/2016] [Indexed: 11/30/2022]
Abstract
Background Life and healthcare demand work from patients, more so from patients living with multimorbidity. Patients must respond by mobilizing available abilities and resources, their so-called capacity. We sought to summarize accounts of challenges that reduce patient capacity to access or use healthcare or to enact self-care while carrying out their lives. Methods We conducted a systematic review and synthesis of the qualitative literature published since 2000 identifying from MEDLINE, EMBASE, Psychinfo, and CINAHL and retrieving selected abstracts for full text assessment for inclusion. After assessing their methodological rigor, we coded their results using a thematic synthesis approach. Results The 110 reports selected, when synthesized, showed that patient capacity is an accomplishment of interaction with (1) the process of rewriting their biographies and making meaningful lives in the face of chronic condition(s); (2) the mobilization of resources; (3) healthcare and self-care tasks, particularly, the cognitive, emotional, and experiential results of accomplishing these tasks despite competing priorities; (4) their social networks; and (5) their environment, particularly when they encountered kindness or empathy about their condition and a feasible treatment plan. Conclusion Patient capacity is a complex and dynamic construct that exceeds “resources” alone. Additional work needs to translate this emerging theory into useful practice for which we propose a clinical mnemonic (BREWS) and the ICAN Discussion Aid. Electronic supplementary material The online version of this article (doi:10.1186/s12875-016-0525-9) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Kasey R Boehmer
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.
| | - Michael R Gionfriddo
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.,Mayo Graduate School, Mayo Clinic, Rochester, MN, USA
| | - Rene Rodriguez-Gutierrez
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.,Endocrinology Division, University Hospital "Dr. Jose E. Gonzalez", Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
| | - Abd Moain Abu Dabrh
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Aaron L Leppin
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Ian Hargraves
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Carl R May
- University of Southampton, School of Health Sciences, Southampton, UK
| | - Nathan D Shippee
- Division of Health Policy and Management, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Ana Castaneda-Guarderas
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.,Department of Emergency Medicine, Mayo Clinic, Rochester, MN, USA
| | - Claudia Zeballos Palacios
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Pavithra Bora
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Patricia Erwin
- University of Southampton, School of Health Sciences, Southampton, UK.,Mayo Medical Libraries, Mayo Clinic, Rochester, MN, USA
| | - Victor M Montori
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
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40
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Eton DT, Yost KJ, Lai JS, Ridgeway JL, Egginton JS, Rosedahl JK, Linzer M, Boehm DH, Thakur A, Poplau S, Odell L, Montori VM, May CR, Anderson RT. Development and validation of the Patient Experience with Treatment and Self-management (PETS): a patient-reported measure of treatment burden. Qual Life Res 2016; 26:489-503. [PMID: 27566732 DOI: 10.1007/s11136-016-1397-0] [Citation(s) in RCA: 142] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/18/2016] [Indexed: 12/21/2022]
Abstract
PURPOSE The purpose of this study was to develop and validate a new comprehensive patient-reported measure of treatment burden-the Patient Experience with Treatment and Self-management (PETS). METHODS A conceptual framework was used to derive the PETS with items reviewed and cognitively tested with patients. A survey battery, including a pilot version of the PETS, was mailed to 838 multi-morbid patients from two healthcare institutions for validation. RESULTS A total of 332 multi-morbid patients returned completed surveys. Diagnostics supported deletion and consolidation of some items and domains. Confirmatory factor analysis supported a domain model for scaling comprised of 9 factors: medical information, medications, medical appointments, monitoring health, interpersonal challenges, medical/healthcare expenses, difficulty with healthcare services, role/social activity limitations, and physical/mental exhaustion. Scales showed good internal consistency (α range 0.79-0.95). Higher PETS scores, indicative of greater treatment burden, were correlated with more distress, less satisfaction with medications, lower self-efficacy, worse physical and mental health, and lower convenience of healthcare (Ps < 0.001). Patients with lower health literacy, less adherence to medications, and more financial difficulties reported higher PETS scores (Ps < 0.01). CONCLUSION A comprehensive patient-reported measure of treatment burden can help to better characterize the impact of treatment and self-management burden on patient well-being and guide care toward minimally disruptive medicine.
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Affiliation(s)
- David T Eton
- Division of Health Care Policy and Research, Department of Health Sciences Research, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA. .,Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.
| | - Kathleen J Yost
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.,Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Jin-Shei Lai
- Department of Medical Social Sciences, Northwestern University School of Medicine, 633 St. Clair, 19th Floor, Chicago, IL, USA
| | - Jennifer L Ridgeway
- Division of Health Care Policy and Research, Department of Health Sciences Research, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.,Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Jason S Egginton
- Division of Health Care Policy and Research, Department of Health Sciences Research, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.,Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Jordan K Rosedahl
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.,Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Mark Linzer
- Hennepin County Medical Center, 701 Park Avenue, Minneapolis, MN, USA
| | - Deborah H Boehm
- Minneapolis Medical Research Foundation, 701 Park Avenue, Minneapolis, MN, USA
| | - Azra Thakur
- Amherst H. Wilder Foundation, 451 Lexington Parkway N, Saint Paul, MN, 55104, USA
| | - Sara Poplau
- Minneapolis Medical Research Foundation, 701 Park Avenue, Minneapolis, MN, USA
| | - Laura Odell
- Pharmacy Services, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Victor M Montori
- Division of Health Care Policy and Research, Department of Health Sciences Research, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.,Knowledge Evaluation Research Unit, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Carl R May
- Knowledge Evaluation Research Unit, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.,Faculty of Health Sciences, University of Southampton, Southampton, UK
| | - Roger T Anderson
- Department of Public Health Sciences, University of Virginia School of Medicine, 6203E, West Complex, Charlottesville, VA, USA
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