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Mu SZ, Hicks CW, Daya NR, Foraker RE, Kucharska-Newton AM, Lutsey PL, Coresh J, Selvin E. Self-Rated Health in Middle Age and Risk of Hospitalizations and Death: Recurrent Event Analysis of the ARIC Study. J Gen Intern Med 2024; 39:1850-1857. [PMID: 38598038 PMCID: PMC11282046 DOI: 10.1007/s11606-024-08748-0] [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: 11/15/2023] [Accepted: 03/27/2024] [Indexed: 04/11/2024]
Abstract
BACKGROUND Self-rated health is a simple measure that may identify individuals who are at a higher risk for hospitalization or death. OBJECTIVE To quantify the association between a single measure of self-rated health and future risk of recurrent hospitalizations or death. PARTICIPANTS Atherosclerosis Risk in Communities (ARIC) study, a community-based prospective cohort study of middle-aged men and women with follow-up beginning from 1987 to 1989. MAIN MEASURES We quantified the associations between initial self-rated health with risk of recurrent hospitalizations and of death using a recurrent events survival model that allowed for dependency between the rates of hospitalization and hazards of death, adjusted for demographic and clinical factors. KEY RESULTS Of the 14,937 ARIC cohort individuals with available self-rated health and covariate information, 34% of individuals reported "excellent" health, 47% "good," 16% "fair," and 3% "poor" at study baseline. After a median follow-up of 27.7 years, 1955 (39%), 3569 (51%), 1626 (67%), and 402 (83%) individuals with "excellent," "good," "fair," and "poor" health, respectively, had died. After adjusting for demographic factors and medical history, a less favorable self-rated health status was associated with increased rates of hospitalization and death. As compared to those reporting "excellent" health, adults with "good," "fair," and "poor" health had 1.22 (1.07 to 1.40), 2.01 (1.63 to 2.47), and 3.13 (2.39 to 4.09) times the rate of hospitalizations, respectively. The hazards of death also increased with worsening categories of self-rated health, with "good," "fair," and "poor" health individuals experiencing 1.30 (1.12 to 1.51), 2.15 (1.71 to 2.69), and 3.40 (2.54 to 4.56) times the hazard of death compared to "excellent," respectively. CONCLUSIONS Even after adjusting for demographic and clinical factors, having a less favorable response on a single measure of self-rated health taken in middle age is a potent marker of future hospitalizations and death.
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Affiliation(s)
- Scott Z Mu
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
- Department of Surgery, Rutgers New Jersey Medical School, Newark, NJ, USA.
| | - Caitlin W Hicks
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Natalie R Daya
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Randi E Foraker
- Division of General Medical Sciences, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Anna M Kucharska-Newton
- Department of Epidemiology, the Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Epidemiology, University of Kentucky, Lexington, KY, USA
| | - Pamela L Lutsey
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Josef Coresh
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Elizabeth Selvin
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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Zhao H, Ma Q, Xie M, Huang Y, Liu Y, Song H, Gui H, Li M, Wang Q. Self-rated health as a predictor of hospitalizations in patients with bipolar disorder or major depressive disorder: A prospective cohort study of the UK Biobank. J Affect Disord 2023; 331:200-206. [PMID: 36907458 DOI: 10.1016/j.jad.2023.02.113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 02/18/2023] [Accepted: 02/21/2023] [Indexed: 03/14/2023]
Abstract
BACKGROUND To determine the association between self-rated health (SRH) and subsequent all-cause hospitalizations in patients with bipolar disorder (BD) or major depression (MDD). METHODS We conducted a prospective cohort study on people with BD or MDD in the UK from 2006 to 2010 using UK Biobank touchscreen questionnaire data and linked administrative health databases. The association between SRH and 2-year all-cause hospitalizations was assessed using proportional hazard regression after adjustment for sociodemographics, lifestyle behaviors, previous hospitalization use, the Elixhauser comorbidity index, and environmental factors. RESULTS A total of 29,966 participants were identified, experiencing 10,279 hospitalization events. Among the cohort, the average age was 55.88 (SD 8.01) years, 64.02 % were female, and 3029 (10.11 %), 15,972 (53.30 %), 8313 (27.74 %), and 2652 (8.85 %) reported excellent, good, fair, and poor SRH, respectively. Among patients reporting poor SRH, 54.19 % had a hospitalization event within 2 years compared with 22.65 % for those having excellent SRH. In the adjusted analysis, patients with good, fair, and poor SRH had 1.31 (95 % CI 1.21-1.42), 1.82 (95 % CI 1.68-1.98), and 2.45 (95 % CI 2.22, 2.70) higher hazards of hospitalization, respectively, than those with excellent SRH. LIMITATIONS Selection bias can exist as our cohort cannot fully represent all the BD and MDD cases in the UK. Moreover, the causality is questionable. CONCLUSION SRH was independently associated with subsequent all-cause hospitalizations in patients with BD or MDD. This large study underscores the need for proactive SRH screening in this population, which might inform resource allocation in clinical care and enhance high-risk population detection.
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Affiliation(s)
- Haoyu Zhao
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China
| | - Qianshu Ma
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China
| | - Min Xie
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yunqi Huang
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yunjia Liu
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China
| | - Huan Song
- West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China; Center of Public Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik, Iceland; Med-X Center for Informatics, Sichuan University, Chengdu, China
| | | | - Mingli Li
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China.
| | - Qiang Wang
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China.
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Zheng Y, Anton B, Rodakowski J, Altieri Dunn SC, Fields B, Hodges JC, Donovan H, Feiler C, Martsolf G, Bilderback A, Martin SC, Li D, James AE. Associations Between Implementation of the Caregiver Advise Record Enable (CARE) Act and Health Service Utilization for Older Adults with Diabetes: Retrospective Observational Study. JMIR Aging 2022; 5:e32790. [PMID: 35727611 PMCID: PMC9257609 DOI: 10.2196/32790] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 03/13/2022] [Accepted: 04/24/2022] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND The Caregiver Advise Record Enable (CARE) Act is a state level law that requires hospitals to identify and educate caregivers ("family members or friends") upon discharge. OBJECTIVE This study examined the association between the implementation of the CARE Act in a Pennsylvania health system and health service utilization (ie, reducing hospital readmission, emergency department [ED] visits, and mortality) for older adults with diabetes. METHODS The key elements of the CARE Act were implemented and applied to the patients discharged to home. The data between May and October 2017 were pulled from inpatient electronic health records. Likelihood-ratio chi-square tests and multivariate logistic regression models were used for statistical analysis. RESULTS The sample consisted of 2591 older inpatients with diabetes with a mean age of 74.6 (SD 7.1) years. Of the 2591 patients, 46.1% (n=1194) were female, 86.9% (n=2251) were White, 97.4% (n=2523) had type 2 diabetes, and 69.5% (n=1801) identified a caregiver. Of the 1801 caregivers identified, 399 (22.2%) received discharge education and training. We compared the differences in health service utilization between pre- and postimplementation of the CARE Act; however, no significance was found. No significant differences were detected from the bivariate analyses in any outcomes between individuals who identified a caregiver and those who declined to identify a caregiver. After adjusting for risk factors (multivariate analysis), those who identified a caregiver (12.2%, 219/1801) was associated with higher rates of 30-day hospital readmission than those who declined to identify a caregiver (9.9%, 78/790; odds ratio [OR] 1.38, 95% CI 1.04-1.87; P=.02). Significantly lower rates were detected in 7-day readmission (P=.02), as well as 7-day (P=.03) and 30-day (P=.01) ED visits, among patients with diabetes whose identified caregiver received education and training than those whose identified caregiver did not receive education and training in the bivariate analyses. However, after adjusting for risk factors, no significance was found in 7-day readmission (OR 0.53, 95% CI 0.27-1.05; P=.07), 7-day ED visit (OR 0.63, 95% CI 0.38-1.03; P=.07), and 30-day ED visit (OR 0.73, 95% CI 0.52-1.02; P=.07). No significant associations were found for other outcomes (ie, 30-day readmission and 7-day and 30-day mortality) in both the bivariate and multivariate analyses. CONCLUSIONS Our study found that the implementation of the CARE Act was associated with certain health service utilization. The identification of caregivers was associated with higher rates of 30-day hospital readmission in the multivariate analysis, whereas having identified caregivers who received discharge education was associated with lower rates of readmission and ED visit in the bivariate analysis.
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Affiliation(s)
- Yaguang Zheng
- Meyers College of Nursing, New York University, New York, NY, United States
| | - Bonnie Anton
- Wolff Center at University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Juleen Rodakowski
- Department of Occupational Therapy, University of Pittsburgh, Pittsburgh, PA, United States
| | | | - Beth Fields
- Department of Kinesiology, School of Education, University of Wisconsin-Madison, Madison, WI, United States
| | - Jacob C Hodges
- Wolff Center at University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Heidi Donovan
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, United States
| | | | - Grant Martsolf
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, United States
| | - Andrew Bilderback
- Wolff Center at University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Susan C Martin
- Wolff Center at University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Dan Li
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, United States
| | - Alton Everette James
- Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, United States
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Lee S, Niakosari Hadidi N, Lindgren BR, Kelley R, Lindquist R. Peer Group Support Intervention to Reduce Cardiovascular Disease Risk for African American Men According to Life's Simple 7 in Faith-Based Communities. Res Theory Nurs Pract 2022; 36:RTNP-2021-0111.R1. [PMID: 35705256 DOI: 10.1891/rtnp-2021-0111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND AND PURPOSE Adverse cardiovascular health disparities persist for African American men. Although changing health behaviors is perhaps one of the most effective methods to prevent cardiovascular disease (CVD)-related deaths, previous behavior change programs targeting single or multiple CVD risk factors in target groups have had mixed success. The purpose of this pilot study was to determine whether a multi-faceted peer group intervention model based on American Heart Association's Life's Simple 7 was feasible, safe, acceptable, and efficacious in producing meaningful risk reduction for African American men. METHODS A convenience sample of 24 African American men with at least one CVD risk factor participated quasi-experimental study having peer intervention vs. nonequivalent comparison groups, with pretest-posttests at two church sites in Minneapolis, MN (MPLS) and Washington, D.C. (DC). Feasibility, safety, acceptability, and potential efficacy were assessed by examining completion of peer group sessions, adverse events, attendance, attrition, within and between-group changes in measures using nonparametric statistics. RESULTS All twenty-four men completed the study with no study-related adverse symptoms and medical events. The peer groups had moderate to high attendance, and the peer program evaluation was highly positive among participants. Between baseline and 6-months, there were significant differences between the intervention and the comparison group in cholesterol levels and weights (p = .041, p = .034, respectively) at one site (DC). There were no significant between-group changes at the other site (MPLS). IMPLICATION FOR PRACTICE The multi-faceted peer support intervention was feasible, acceptable, and shown to have potential efficacy to reduce CVD risk for highly motivated African American men. Future studies with a larger sample size are needed to test the effectiveness of this intervention model to reduce CVD risk among African American men.
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Affiliation(s)
- Sohye Lee
- Assistant Professor, University of Memphis, Loewenberg College of Nursing, 4055 North Park Loop, Memphis, TN 38152, USA
| | - Niloufar Niakosari Hadidi
- Associate Professor, University of Minnesota, School of Nursing, 5-140 Weaver-Densford Hall, 308 Harvard Street SE, Minneapolis, MN 55455, USA
| | - Bruce R Lindgren
- Senior Biostatistician, University of Minnesota, Masonic Cancer Center, 425 E River Pkwy, Minneapolis, MN 55455, USA
| | | | - Ruth Lindquist
- Professor Emeritus, University of Minnesota, School of Nursing, 5-140 Weaver-Densford Hall, 308 Harvard Street SE,, Minneapolis, MN 55455, USA
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Relationship of Cognitive and Social Engagement to Health and Psychological Outcomes in Community-Dwelling Older Adults. Nurs Res 2022; 71:295-302. [PMID: 35759719 PMCID: PMC9245122 DOI: 10.1097/nnr.0000000000000589] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Cognitive and social engagement is an important yet underdocumented aspect of older adult engagement and function. OBJECTIVE The purpose of this study was to examine relationships between cognitive and social engagement and health and psychological outcomes in a cohort of community-dwelling older adults aged approximately 55-70 years. METHODS Analysis of data from the Wisconsin Registry for Alzheimer's Prevention, a multiwave cohort study with 1,582 participants, using a 1:1 prospective case-control design to examine whether lower cognitive and social engagement at Visit 4 (baseline) is associated with worse health and psychological outcomes at Visit 5 (2 years after Visit 4). Wisconsin Registry for Alzheimer's Prevention participants were included in this study if they had complete data on cognitive and social engagement and self-rated health at both visits. RESULTS After matching potential covariates using propensity scores, participants with low cognitive and social engagement (cases) at baseline continued to have significantly lower cognitive and social engagement than the controls (participants with high cognitive and social engagement at baseline) at Visit 5, and they had lower self-rated health and higher surgery rate. Depressive symptoms, cognitive status, and hospitalization at Visit 5 did not significantly differ between cases and controls. DISCUSSION This study provides evidence supporting cognitive and social engagement as an important marker of early decline in activity engagement that may indicate a potential later decline in functional, psychological, and health outcomes.
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Irani E, Niyomyart A, Zauszniewski JA. Caregiving Stress and Self-Rated Health during the COVID-19 Pandemic: The Mediating Role of Resourcefulness. Issues Ment Health Nurs 2021; 42:982-988. [PMID: 34080954 PMCID: PMC8714403 DOI: 10.1080/01612840.2021.1924324] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Family caregivers faced unprecedented circumstances and experienced increased levels of stress during the COVID-19 pandemic. Resourcefulness can minimize the effect of stress on health outcomes. The purpose of this study was to examine the associations between caregiving stress during the pandemic, resourcefulness, and self-rated health and assess the mediating effect of resourcefulness. A convenience sample of 70 family caregivers of adults with chronic and/or disabling conditions was recruited using social media groups and professional networking platforms. Data were collected using an online survey and analyzed using linear regression. Mediation analysis was conducted using the PROCESS macro. Higher levels of caregiving stress during the pandemic and lower levels of resourcefulness were associated with worse self-rated health, while controlling for age, employment status, and weekly caregiving hours. Resourcefulness mediated the relationship between caregiving stress and self-rated health. Our findings highlight the importance of assessing the psychological impact of the pandemic on family caregivers' outcomes. Resourcefulness skills can be targeted to improve the health and well-being of family caregivers during and beyond the pandemic.
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Affiliation(s)
- Elliane Irani
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, Ohio, USA
| | - Atsadaporn Niyomyart
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, Ohio, USA
| | - Jaclene A Zauszniewski
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, Ohio, USA
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Krok-Schoen JL, Xu M, White K, Clutter J, Dabelko-Schoeny H. White and Black Differences in Perceived Access to Health and Community Services and Self-Rated Health in an Age-Friendly Community Assessment. J Appl Gerontol 2021; 41:628-637. [PMID: 34114498 DOI: 10.1177/07334648211023251] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVES This study sought to identify the race differences in perceived access to health and community services and self-rated health (SRH) among White and Black older adult participants of an age-friendly community assessment. METHODS Responses (n = 313) to a baseline assessment of Columbus, Ohio, residents aged ≥50 years were analyzed. RESULTS Significant differences were found between White and Black older adults regarding SRH, with Black older adults reporting lower SRH. Black older adults reported significantly lower perceived access to 11 out of the 13 health and community services. There were no significant differences by race regarding ratings of Columbus and personal neighborhoods as a place for people to live as they age. Regression analyses found income was a significant predictor of SRH for both White and Black older adults. DISCUSSION Opportunities to increase perceived access and knowledge of health and community services for older adults through targeted, equitable interventions are warranted.
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Affiliation(s)
- Jessica L Krok-Schoen
- School of Health and Rehabilitation Sciences, College of Medicine, The Ohio State University, Columbus, USA.,Comprehensive Cancer Center, The Ohio State University, Columbus, USA
| | - Menglin Xu
- Division of Medical Oncology, Department of Internal Medicine, College of Medicine, The Ohio State University, Columbus, USA
| | - Katie White
- Age-Friendly Innovation Center, Columbus, USA.,College of Social Work, The Ohio State University, Columbus, USA
| | - Jill Clutter
- School of Health and Rehabilitation Sciences, College of Medicine, The Ohio State University, Columbus, USA
| | - Holly Dabelko-Schoeny
- Age-Friendly Innovation Center, Columbus, USA.,College of Social Work, The Ohio State University, Columbus, USA
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