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Roddy MK, Spieker AJ, Greevy RA, Nelson LA, Berg C, Mayberry LS. Diabetes-specific family functioning typology associated with intervention engagement and effects: secondary analyses from a randomized controlled trial. Ann Behav Med 2025; 59:kaae070. [PMID: 39661957 PMCID: PMC11783318 DOI: 10.1093/abm/kaae070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2024] Open
Abstract
BACKGROUND Observationally, family and social support are important for optimal diabetes self-management; however, interventions targeting family/social support have not consistently been effective. A novel, diabetes-specific family functioning typology offers the opportunity to classify types of baseline family functioning to determine for whom family interventions may be effective. PURPOSE We examined the effects of an intervention by baseline type of family functioning post hoc, to inform differential benefit from interventions. METHODS Participants were randomized to enhanced treatment as usual or a 9-month, mobile phone-delivered, family-focused, self-care support intervention. Adults with type 2 diabetes (N = 318) who participated in the randomized clinical trial (RCT) and provided baseline data were included. We determined participants' diabetes-specific family functioning types at baseline using a validated, survey-administered, typology assessment tool. We investigated the associations between type and engagement (eg, attending coaching sessions and responding to text messages) and psychosocial (eg, well-being and diabetes distress) and glycemic outcomes at mid- and post-treatment. RESULTS Despite overall high engagement, there was variability across types in engagement and effects. WantMoreInvolvement benefited the most; Satisfied withLowInvolvement showed early improvements that waned; Collaborative &Helpful were highly engaged but derived minimal benefits from the intervention; and CriticallyInvolved benefitted the least and may have experienced some harm. CONCLUSIONS We demonstrated the utility of a novel diabetes-specific family functioning typology to explain variability in response to a family-focused intervention. Findings from this work answer the calls for systems-level consideration in precision behavioral medicine and drive hypothesis generation for future, tailored interventions. REGISTRATION The larger RCT is registered with ClinicalTrials.gov (NCT04347291).
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Affiliation(s)
- McKenzie K Roddy
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37203, United States
- Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, TN 37203,United States
| | - Andrew J Spieker
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37203,United States
| | - Robert A Greevy
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37203,United States
| | - Lyndsay A Nelson
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37203, United States
- Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, TN 37203,United States
| | - Cynthia Berg
- Department of Psychology, University of Utah, Salt Lake City, UT 84112, United States
| | - Lindsay S Mayberry
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37203, United States
- Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, TN 37203,United States
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN 37203,United States
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2
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Yang W, Sun L, Hao L, Zhang X, Lv Q, Xu X, Wang Y, Li Y, Zhou L, Zhao Y, Zang X, Wang Y. Effects of the family customised online FOCUS programme on patients with heart failure and their informal caregivers: a multicentre, single-blind, randomised clinical trial. EClinicalMedicine 2024; 69:102481. [PMID: 38370538 PMCID: PMC10874718 DOI: 10.1016/j.eclinm.2024.102481] [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: 09/13/2023] [Revised: 01/20/2024] [Accepted: 01/25/2024] [Indexed: 02/20/2024] Open
Abstract
Background Living with heart failure can severely affect the physical and mental health of patients with heart failure and their caregivers. Available dyadic self-care interventions for heart failure are scarce, especially in China. We aimed to develop and test the family FOCUS programme. Methods This single-blind, randomised, controlled study was conducted at four hospitals in Tianjin, China. Patients with heart failure (aged at least 18 years) and their caregiver (dyads) were randomly assigned to either the intervention (n = 71) or control (n = 71) group in a 1:1 ratio. The primary outcomes of this study were patient self-care, with three specific dimensions (self-care maintenance, symptom perception, and self-care management), and caregiver contribution to self-care, mirroring these three dimensions. The outcomes were assessed at baseline (T0) and 4 (T1), 12 (T2), and 24 (T3) weeks post-discharge, respectively. This work is registered on ChiCTR, ChiCTR2100053168. Findings Between May 20, 2022, and September 30, 2022, 142 dyads with heart failure were enrolled. The intervention group exhibited dropout rates of 6%, 8.5%, and 18.3% at 4, 12, and 24 weeks after discharge, while the control group showed 9.9%, 12.3%, and 25.4%. Compared with the control group, patients in the intervention group reported improved self-care maintenance (β: 8.5, 95% CI: 0.7, 16.4) and management (β: 7.2, 95% CI: 0.1, 14.3) at T1, as well as improved symptom perception at both T1 (β: 9.7, 95% CI: 1.5, 17.9) and T2 (β: 9.6, 95% CI: 0.6, 18.6). Furthermore, caregiver contributions to self-care maintenance, self-care management, and symptom perception (excluding T3) exhibited significant improvements at all timepoints. Interpretation Although the significant improvements in patients' self-care were not long-lasting, this study suggested that the family FOCUS programme consistently enhanced caregivers' contributions to self-care. Future work could explore the effect of the family FOCUS programme on families with multiple chronic conditions. Funding The National Natural Science Foundation of China.
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Affiliation(s)
- Weiling Yang
- School of Public Health, Tianjin Medical University, Tianjin, China
| | - Li Sun
- School of Nursing, Tianjin Medical University, Tianjin, China
| | - Lili Hao
- School of Nursing, Tianjin Medical University, Tianjin, China
| | - Xiaonan Zhang
- School of Nursing, Tianjin Medical University, Tianjin, China
| | - Qingyun Lv
- School of Nursing, Tianjin Medical University, Tianjin, China
| | - Xueying Xu
- School of Nursing, Tianjin Medical University, Tianjin, China
| | - Yaqi Wang
- School of Nursing, Tianjin Medical University, Tianjin, China
| | - Yanting Li
- School of Nursing, Tianjin Medical University, Tianjin, China
| | - Lihui Zhou
- School of Public Health, Tianjin Medical University, Tianjin, China
| | - Yue Zhao
- School of Nursing, Tianjin Medical University, Tianjin, China
| | - Xiaoying Zang
- School of Nursing, Tianjin Medical University, Tianjin, China
| | - Yaogang Wang
- School of Public Health, Tianjin Medical University, Tianjin, China
- School of Integrative Medicine, Public Health Science and Engineering College, Tianjin University of Traditional Chinese Medicine, Tianjin, China
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3
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Shrout MR, Weigel DJ, Laurenceau JP. Couples and concealable chronic illness: Investigating couples' communication, coping, and relational well-being over time. JOURNAL OF FAMILY PSYCHOLOGY : JFP : JOURNAL OF THE DIVISION OF FAMILY PSYCHOLOGY OF THE AMERICAN PSYCHOLOGICAL ASSOCIATION (DIVISION 43) 2024; 38:136-148. [PMID: 37616088 PMCID: PMC10843698 DOI: 10.1037/fam0001136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/25/2023]
Abstract
Couples managing chronic illnesses-the leading causes of death and disability in the United States-can experience challenges in their daily lives and relationships. Both couple members have reported lower satisfaction, greater burden, and communication difficulties. Many of these illnesses are nonvisible or concealable, increasing fear and uncertainty when sharing illness information, and reducing self-disclosure. These challenges can leave couples vulnerable to dissatisfaction and distress. In this longitudinal study, we integrated dyadic coping frameworks to examine how couples' communication and coping predicted relational well-being over time. Couples, where one partner was diagnosed with a concealable chronic illness, completed three online surveys 6 months apart (n = 242 couples at baseline, 146 couples at 6 months, and 123 couples at 12 months). Couples were recruited from university settings. Actor-partner interdependence mediation models using within-person multilevel dyadic path modeling tested the theoretical model. For patient and partner actor effects, at times when they saw the illness as shared and something that they could manage together, the more they talked about the illness and used dyadic coping strategies (p < .001). In turn, when using dyadic coping strategies more often, patients and partners felt more satisfied, close, and sexually satisfied than they typically felt that year (p < .001). For cross-partner effects, when patients talked about the illness more than usual, their partners also used dyadic coping strategies more often (p = .01). Patients' open communication may not only benefit themselves but also their partners. This multifaceted approach offers new insight into promoting relational well-being while managing concealable chronic illness. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Affiliation(s)
- M. Rosie Shrout
- Department of Human Development and Family Science, Purdue University, West Lafayette, IN, USA
- Center on Aging and the Life Course, Purdue University, West Lafayette, IN, USA
| | - Daniel J. Weigel
- Human Development and Family Science, Interdisciplinary Social Psychology PhD Program, University of Nevada, Reno, Reno, NV, USA
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4
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Mayberry LS, Zhao S, Roddy MK, Spieker AJ, Berg CA, Nelson LA, Greevy RA. Family Typology for Adults With Type 2 Diabetes: Longitudinal Stability and Validity for Diabetes Management and Well-being. Diabetes Care 2023; 46:2058-2066. [PMID: 37708437 PMCID: PMC10620540 DOI: 10.2337/dc23-0827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 08/28/2023] [Indexed: 09/16/2023]
Abstract
OBJECTIVE We validated longitudinally a typology of diabetes-specific family functioning (named Collaborative and Helpful, Satisfied with Low Involvement, Want More Involvement, and Critically Involved) in adults with type 2 diabetes. RESEARCH DESIGN AND METHODS We conducted k-means cluster analyses with nine dimensions to determine if the typology replicated in a diverse sample and if type assignment was robust to variations in sampling and included dimensions. In a subsample with repeated assessments over 9 months, we examined the stability and validity of the typology. We also applied a multinomial logistic regression approach to make the typology usable at the individual level, like a diagnostic tool. RESULTS Participants (N = 717) were 51% male, more than one-third reported minority race or ethnicity, mean age was 57 years, and mean hemoglobin A1c (HbA1c) was 7.9% (63 mmol/mol; 8.7% [72 mmol/mol] for the longitudinal subsample). The typology was replicated with respect to the number of types and dimension patterns. Type assignment was robust to sampling variations (97% consistent across simulations). Type had an average 52% stability over time within participants; instability was not explained by measurement error. Over 9 months, type was independently associated with HbA1c, diabetes self-efficacy, diabetes medication adherence, diabetes distress, and depressive symptoms (all P < 0.05). CONCLUSIONS The typology of diabetes-specific family functioning was replicated, and longitudinal analyses suggest type is more of a dynamic state than a stable trait. However, type varies with diabetes self-management and well-being over time as a consistent independent indicator of outcomes. The typology is ready to be applied to further precision medicine approaches to behavioral and psychosocial diabetes research and care.
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Affiliation(s)
- Lindsay S. Mayberry
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Center for Health Behavior and Health Education, Nashville, TN
| | - Shilin Zhao
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
- Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - McKenzie K. Roddy
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Center for Health Behavior and Health Education, Nashville, TN
| | - Andrew J. Spieker
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
| | - Cynthia A. Berg
- Department of Psychology, University of Utah, Salt Lake City, UT
| | - Lyndsay A. Nelson
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Center for Health Behavior and Health Education, Nashville, TN
| | - Robert A. Greevy
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
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5
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Roddy MK, Pfammatter AF, Mayberry LS. Optimizing adaptive stepped-care interventions to change adults' health behaviors: A systematic review. J Clin Transl Sci 2023; 7:e190. [PMID: 37745938 PMCID: PMC10514691 DOI: 10.1017/cts.2023.618] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 08/14/2023] [Accepted: 08/21/2023] [Indexed: 09/26/2023] Open
Abstract
Chronic diseases are ubiquitous and costly in American populations. Interventions targeting health behavior change to manage chronic diseases are needed, but previous efforts have fallen short of producing meaningful change on average. Adaptive stepped-care interventions, that tailor treatment based on the needs of the individual over time, are a promising new area in health behavior change. We therefore conducted a systematic review of tests of adaptive stepped-care interventions targeting health behavior changes for adults with chronic diseases. We identified 9 completed studies and 13 research protocols testing adaptive stepped-care interventions for health behavior change. The most common health behaviors targeted were substance use, weight management, and smoking cessation. All identified studies test intermediary tailoring for treatment non-responders via sequential multiple assignment randomized trials (SMARTs) or singly randomized trials (SRTs); none test baseline tailoring. From completed studies, there were few differences between embedded adaptive interventions and minimal differences between those classified as treatment responders and non-responders. In conclusion, updates to this work will be needed as protocols identified here publish results. Future research could explore baseline tailoring variables, apply methods to additional health behaviors and target populations, test tapering interventions for treatment responders, and consider adults' context when adapting interventions.
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Affiliation(s)
- McKenzie K. Roddy
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Angela F. Pfammatter
- College of Education, Health, and Human Sciences, University of Tennessee, Knoxville, TN, USA
| | - Lindsay S. Mayberry
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, TN, USA
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6
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Bidwell JT, Conway C, Babicheva V, Lee CS. Person with Heart Failure and Care Partner Dyads: Current Knowledge, Challenges, and Future Directions: State-of-the-Art Review. J Card Fail 2023; 29:1187-1206. [PMID: 36958392 PMCID: PMC10514243 DOI: 10.1016/j.cardfail.2023.02.017] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 02/07/2023] [Accepted: 02/23/2023] [Indexed: 03/25/2023]
Abstract
Over the past decade, there has been substantial growth in heart failure (HF) research that focuses on persons with HF and their care partners (family members or other close friends that provide unpaid support) as an interdependent team, or care dyad. In this state-of-the-art review, we use a dyadic lens to identify and summarize current research on HF care dyads, from qualitative studies, to nonexperimental quantitative studies, to randomized controlled trials. Although much work has been done, this literature is younger and less well-developed than care dyad literatures from other conditions (eg, cancer, Alzheimer's disease). We discuss the substantial challenges and limitations in this body of work, with an eye toward addressing common issues that impact rigor. We also look toward future directions, and discuss the promise dyadic research holds for improving patient, care partner, and relationship health.
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Affiliation(s)
- Julie T Bidwell
- University of California Davis Betty Irene Moore School of Nursing, Sacramento, California.
| | - Catherine Conway
- Boston College William F. Connell School of Nursing, Chestnut Hill, Massachusetts
| | - Viktoriya Babicheva
- Boston College William F. Connell School of Nursing, Chestnut Hill, Massachusetts
| | - Christopher S Lee
- Boston College William F. Connell School of Nursing, Chestnut Hill, Massachusetts
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7
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Zhou T, Qu J, Sun H, Xue M, Liu Y. Relationship between mutuality and depression in patients with chronic heart failure and caregivers in China: An actor-partner interdependence model analysis. Front Psychol 2022; 13:928311. [PMID: 36160581 PMCID: PMC9493196 DOI: 10.3389/fpsyg.2022.928311] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 08/12/2022] [Indexed: 11/13/2022] Open
Abstract
Background Patients with chronic heart failure and their family caregivers may experience adverse emotional problems, such as depression. Mutuality, which refers to the relationship between caregivers and those they care for, is an important factor affecting depression in the dyads. The purpose of this study was to investigate the relationship between mutuality and depression in patients with CHF and their caregivers in China. Methods In this cross-sectional study, we used the Mutuality Scale and the Self-Rating Depression Scale to measure mutuality and depression of patients and caregivers. We used SPSS version 26.0 and AMOS version 21.0 to analyze the data. An APIM was established to analyze the actor-partner effects of patient-caregiver mutuality and depression. Results A total of 250 dyads of patients and caregivers were included in the study. There were statistically significant differences in mutuality and depression between CHF patients and caregivers. The 4 dimensions of patients' mutuality all have the actor effect on depression. There were 3 partner effects of caregivers' "pleasurable activities", "shared values", and "reciprocity" on depression. Regarding caregiver depression, we only found an actor effect of caregivers' "shared values" on depression. Conclusion The relationship between patients and caregivers should be evaluated in the clinical setting, and it is very important to develop intervention measures to improve the adverse emotional problems affecting both patients and their caregivers.
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Affiliation(s)
| | | | | | | | - Yongbing Liu
- School of Nursing, Yangzhou University, Yangzhou, China
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8
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Slightam C, Risbud R, Guetterman TC, Nevedal AL, Nelson KM, Piette JD, Trivedi RB. Patient, caregiving partner, and clinician recommendations for improving heart failure care in the Veterans Health Administration. Chronic Illn 2022; 18:330-342. [PMID: 33115281 DOI: 10.1177/1742395320966366] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
OBJECTIVE Heart Failure (HF) care requires substantial care coordination between patients, patients' informal caregivers, and clinicians, but few studies have examined recommendations from all three perspectives. The objective of this study was to understand and identify shared recommendations to improve HF self-care from the perspective of VA persons with HF, their caregiving partners, and clinicians. METHODS Secondary data analysis from a study of semi-structured interviews with 16 couples (persons with HF and their caregiving partners) and 13 clinicians (physicians, nurses, other specialists) from a large Veterans Affairs (VA) hospital. Interviews were double-coded, and analyzed for themes around commonly used or recommended self-care strategies. RESULTS Three themes emerged: (1) Couples and clinicians believe that improvements are still needed to existing HF education, especially the need to be tailored to learning style and culture, (2) Couples and clinicians believe that technology can facilitate better HF self-care, and (3) Couples and clinicians believe that caregiving partners are part of the self-care team, and should be involved in care management to support the person with HF. DISCUSSION Recommendations from couples and clinicians address barriers to HF self-care and encourage patient-centered care.
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Affiliation(s)
- Cindie Slightam
- Center for Innovation to Implementation, VA Palo Alto Health Care System, Menlo Park, CA, USA
| | - Rashmi Risbud
- Center for Innovation to Implementation, VA Palo Alto Health Care System, Menlo Park, CA, USA
| | | | - Andrea L Nevedal
- Center for Innovation to Implementation, VA Palo Alto Health Care System, Menlo Park, CA, USA
| | - Karin M Nelson
- Health Services Research & Development, VA Puget Sound Health Care System, Seattle, WA, USA
| | - John D Piette
- Department of Family Medicine, University of Michigan, Ann Arbor, MI, USA.,Department of Medicine, School of Medicine, University of Washington, Seattle, WA
| | - Ranak B Trivedi
- Center for Innovation to Implementation, VA Palo Alto Health Care System, Menlo Park, CA, USA.,School of Public Health, University of Michigan, Ann Arbor, MI, USA
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9
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Ferraris G, Dang S, Woodford J, Hagedoorn M. Dyadic Interdependence in Non-spousal Caregiving Dyads' Wellbeing: A Systematic Review. Front Psychol 2022; 13:882389. [PMID: 35572327 PMCID: PMC9102382 DOI: 10.3389/fpsyg.2022.882389] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 03/28/2022] [Indexed: 12/04/2022] Open
Abstract
Caregiving dyads (i.e., an informal caregiver and a care recipient) work as an interdependent emotional system, whereby it is assumed that what happens to one member of the dyad essentially happens to the other. For example, both members of the dyad are involved in care giving and care receiving experiences and therefore major life events, such as a serious illness affect the dyad and not only the individual. Consequently, informal caregiving may be considered an example of dyadic interdependence, which is "the process by which interacting people influence one another's experience." This systematic review aimed to synthesize studies of dyadic interdependence, specifically in non-spousal caregiving dyads (e.g., adult children-parents, siblings, other relatives, or friends). Electronic databases (PsycINFO, Pubmed, and CINAHL) were systematically searched for dyadic studies reporting on interdependence in the emotional and relational wellbeing of non-spousal caregiving dyads. A total of 239 full-text studies were reviewed, of which 14 quantitative and qualitative studies met the inclusion criteria with a majority of dyads consisting of adult daughters caring for their older mothers. A narrative synthesis suggested mutual influences between non-spousal caregiving dyad members based on: (1) associations between intrapersonal (e.g., psychological functioning) and interpersonal (e.g., relationship processes) variables and emotional and relational wellbeing of the dyad; (2) associations between care context variables (e.g., socio-demographics and care tasks) and emotional and relational wellbeing of the dyad; and (3) patterns of covariation between caregivers' and care recipients' wellbeing. Evidence supporting dyadic interdependence among non-spousal caregiving dyads shed light on the ways dyad members influence each other's wellbeing while providing and receiving care (e.g., via the exchange of support). Future studies investigating mutual influences in dyads, should differentiate subsamples of caregivers based on relationship type, and adopt dyadic and longitudinal designs. Systematic Review Registration [https://www.crd.york.ac.uk/prospero/#recordDetails], identifier [CRD42021213147].
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Affiliation(s)
- Giulia Ferraris
- Department of Health Psychology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Srishti Dang
- Department of Health Psychology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Joanne Woodford
- Healthcare Sciences and e-Health, Department of Women’s and Children’s Health, Uppsala University, Uppsala, Sweden
| | - Mariët Hagedoorn
- Department of Health Psychology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
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10
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Pham Q, El-Dassouki N, Lohani R, Jebanesan A, Young K. The Future of Virtual Care for Older Ethnic Adults Beyond the COVID-19 Pandemic. J Med Internet Res 2022; 24:e29876. [PMID: 34994707 PMCID: PMC8783290 DOI: 10.2196/29876] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 10/18/2021] [Accepted: 12/01/2021] [Indexed: 12/14/2022] Open
Abstract
The COVID-19 pandemic has fundamentally changed how Canadians access health care. Although it is undeniable that the rapid adoption of virtual care has played a critical role in reducing viral transmission, the gap in equitable access to virtual care remains pervasive for Canada's aging and ethnocultural minority communities. Existing virtual care solutions are designed for the English-speaking, health-literate, and tech-savvy patient population, excluding older ethnic adults who often do not see themselves reflected in these identities. In acknowledging the permanency of virtual care brought on by the pandemic, we have a collective responsibility to co-design new models that serve our older ethnic patients who have been historically marginalized by the status quo. Building on existing foundations of caregiving within ethnocultural minority communities, one viable strategy to realize culturally equitable virtual care may be to engage the highly motivated and skilled family caregivers of older ethnic adults as partners in the technology-mediated management of their chronic disease. The time is now to build a model of shared virtual care that embraces Canada's diverse cultures, while also providing its older ethnic adults with access to health innovations in partnership with equally invested family caregivers who have their health at heart.
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Affiliation(s)
- Quynh Pham
- Centre for Global eHealth Innovation, Techna Institute, University Health Network, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
- Telfer School of Management, University of Ottawa, Ottawa, ON, Canada
| | - Noor El-Dassouki
- Centre for Global eHealth Innovation, Techna Institute, University Health Network, Toronto, ON, Canada
| | - Raima Lohani
- Centre for Global eHealth Innovation, Techna Institute, University Health Network, Toronto, ON, Canada
| | - Aravinth Jebanesan
- Global Health Office, Faculty of Health Science, McMaster University, Hamilton, ON, Canada
| | - Karen Young
- Centre for Global eHealth Innovation, Techna Institute, University Health Network, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
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11
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Mayberry LS, Greevy RA, Huang LC, Zhao S, Berg CA. Development of a Typology of Diabetes-Specific Family Functioning Among Adults With Type 2. Ann Behav Med 2021; 55:956-969. [PMID: 33761527 DOI: 10.1093/abm/kaab009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Family members' responses to adults' diabetes and efforts to manage it vary widely. Multiple aspects of diabetes-specific family functioning have been identified as important for self-management and psychosocial well-being in theoretical (i.e., theories of social support and collaborative coping) and observational literature. PURPOSE Develop a typological framework of diabetes-specific family functioning and examine cross-sectional associations between type and diabetes outcomes. METHODS We used electronic health record (EHR) data to identify a cohort of 5,545 adults receiving outpatient care for type 2 diabetes and invited them to complete a survey assessing 10 dimensions of diabetes-specific family functioning. We used k-means cluster analysis to identify types. After type assignment, we used EHR data for the full cohort to generate sampling weights to correct for imbalance between participants and non-participants. We used weighted data to examine unadjusted associations between participant characteristics and type, and in regression models to examine associations between type and diabetes outcomes. Regression models were adjusted for sociodemographics, diabetes duration, and insulin status. RESULTS We identified and named four types: Collaborative and Helpful (33.8%), Satisfied with Low Involvement (22.2%), Want More Involvement (29.6%), and Critically Involved (14.5%; reflecting the highest levels of criticism and harmful involvement). Across these types, hemoglobin A1c, diabetes distress, depressive symptoms, diabetes medication adherence, and diabetes self-efficacy worsened. After covariate adjustment, type remained independently associated with each diabetes outcome (all p's < .05). CONCLUSIONS The typology extends theories of family support in diabetes and applications of the typology may lead to breakthroughs in intervention design, tailoring, and evaluation.
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Affiliation(s)
- Lindsay S Mayberry
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.,Vanderbilt Center for Diabetes Translation Research, Nashville, TN, USA
| | - Robert A Greevy
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Li-Ching Huang
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA.,Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Shilin Zhao
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA.,Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Cynthia A Berg
- Department of Psychology, University of Utah, Salt Lake City, UT, USA
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12
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Lyons KS, Johnson SH, Lee CS. The role of symptom appraisal, concealment and social support in optimizing dyadic mental health in heart failure. Aging Ment Health 2021; 25:734-741. [PMID: 31920088 DOI: 10.1080/13607863.2020.1711866] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Objectives: Heart failure patients and their family care partners experience poor mental health, yet the majority of the research focuses on patients and care partners separately. Guided by the Theory of Dyadic Illness Management, the purpose of the current study was to identify distinct patterns of dyadic mental health in heart failure and identify the individual, dyadic and familial factors associated with group membership.Method: Fifty nine heart failure community-dwelling patients and their spouse care partners were recruited from an outpatient heart failure clinic. Mental health was operationalized by depressive symptoms, measured with the Patient Health Questionnaire-9 (PHQ-9) measure of depression. Distinct groups of dyadic mental health were determined by categorizing depression scores within dyads.Results: Three groups of dyadic mental health were identified: an optimal dyadic mental health group (31%), a poor dyadic mental health group (32%) and an incongruent dyadic mental health group (37%). Patient age, patient fatigue, patient concealment, incongruent dyadic appraisal of pain interference and social/familial support were significantly associated with group membership.Conclusion: Findings underscore the salience of a dyadic approach to health and the clinical relevance of identifying patterns of dyadic mental health so we may determine those most in need of intervention.
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