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Jing Y, Ma L, Zhang Y, Li X, Jiang J, Long J, Ma L. Impact of health literacy, social support, and socioeconomic position on the serum uric acid level in asymptomatic hyperuricaemia patients in China: a structural equation model. BMC Public Health 2024; 24:1606. [PMID: 38886726 PMCID: PMC11181562 DOI: 10.1186/s12889-024-19085-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 06/07/2024] [Indexed: 06/20/2024] Open
Abstract
BACKGROUND Hyperuricaemia (HUA) poses a significant public health challenge on a global scale. It is mostly asymptomatic hyperuricemia (AHU) with unsatisfactory recognition and control rates. The role of health literacy in influencing health outcomes is of utmost importance, and enhancing health literacy is helpful for patients in managing risk factors. Additionally, social support and socioeconomic position (SEP) have been identified as potential factors influencing health. However, the exact relationships between these factors and AHU remain unclear. This study aimed to investigate the status of health literacy among patients with AHU and explore the relationships between health literacy, social support, SEP, and serum uric acid (SUA) levels. METHODS A cross-sectional study was conducted among 349 participants with AHU in Luzhou, China. The research instruments included a sociodemographic characteristics questionnaire, the Health Literacy Scale for Chronic Patients (HLSCP), and the Social Support Scale (SSRS). The construction of the SEP index was achieved through the application of principal component analysis. Univariate and hierarchical regression analyses were used to evaluate the associations between SEP, social support, health literacy, and SUA levels. Furthermore, structural equation modelling (SEM) was utilized to examine these associations. RESULTS (1) Most patients exhibited low health literacy (90.18 ± 15.11), and only 44.4% possessed basic health literacy. (2) SEP was positively correlated with SUA levels (β = 4.086, P < 0.001), and health literacy was negatively related to SUA levels (β = -0.399, P < 0.001). There was no significant relationship between social support and SUA levels (β = 0.051, t = 1.085). (3) Health literacy mediated the association between SEP and SUA levels (β = -0.490, 95% CI: -0.620 to -0.382). SEP had a direct positive effect on SUA levels (β = 0.723) and health literacy (β = 0.696), and the total effect of SEP on SUA levels was 0.233. CONCLUSIONS The findings indicate a low level of health literacy among patients with AHU and suggest that health literacy might play a mediating role in the relationship between SEP and SUA levels. Consequently, future initiatives are recommended to prioritize health literacy and devise appropriate intervention strategies to enhance the self-management capabilities of patients with AHU.
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Affiliation(s)
- Yunfang Jing
- Suining First People's Hospital, Sichuan Province, Suining, 629000, China
| | - Lilai Ma
- Department of Nutrition and Food Hygiene, School of Public Health, Southwest Medical University, Sichuan Province, Luzhou, 646000, China
| | - Yuanfan Zhang
- Department of Nutrition and Food Hygiene, School of Public Health, Southwest Medical University, Sichuan Province, Luzhou, 646000, China
| | - Xiaohong Li
- Health Management Center, The Affiliated Hospital, Southwest Medical UniversitySichuan Province, Luzhou, 646000, China
| | - Jun Jiang
- Suining First People's Hospital, Sichuan Province, Suining, 629000, China
| | - Jie Long
- Suining First People's Hospital, Sichuan Province, Suining, 629000, China
| | - Ling Ma
- Department of Nutrition and Food Hygiene, School of Public Health, Southwest Medical University, Sichuan Province, Luzhou, 646000, China.
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Caballero J, Patel N, Waldrop D, Ownby RL. Patient activation and medication adherence in adults. J Am Pharm Assoc (2003) 2024; 64:102025. [PMID: 38320653 PMCID: PMC11081861 DOI: 10.1016/j.japh.2024.01.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 01/02/2024] [Accepted: 01/30/2024] [Indexed: 02/08/2024]
Abstract
BACKGROUND Patients' level of medication adherence provides conflicting results in its relationship to patient activation. Multiple factors may be contributing to these mixed results. OBJECTIVES The primary purpose was to assess the association of patient activation to medication adherence in adults with chronic health conditions and low health literacy (HL). Secondary objectives were to determine whether age, education, gender, and race were associated with activation. METHODS Participants completed self-report questionnaires regarding chronic disease self-management. Patient activation was measured using Hibbard's Patient Activation Measure (PAM). Self-report of medication adherence was determined using the Gonzalez-Lu adherence questionnaire. Block regressions first assessed the relation of demographic variables and education to adherence and then the added relation of patient activation in a second model. RESULTS The analyses included 301 participants (mean age 58 years; 53% female; mean chronic conditions of 6.6). Some of the most common chronic conditions included hypertension (60%), arthritis (51%), depression (49%), and hyperlipidemia (43%). The relation of older age to greater medication adherence was significant (P < 0.05) in both models. The addition of PAM was significantly related to better adherence (P < 0.001) and also increased the R squared value from 0.04 to 0.09. This change resulted in a moderate effect size (d = 0.50). CONCLUSION Evaluating patient activation at baseline may predict those more likely to be medication adherent in patients with low HL.
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Boylan P, Knisley J, Wiskur B, Nguyen J, Lam K, Hong J, Caballero J. Pharmacist-social worker interprofessional relations and education in mental health: a scoping review. PeerJ 2024; 12:e16977. [PMID: 38410797 PMCID: PMC10896088 DOI: 10.7717/peerj.16977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 01/29/2024] [Indexed: 02/28/2024] Open
Abstract
Background One in eight patients is affected by a mental health condition, and interprofessional mental health teams collaborate to improve patient care. While pharmacists and social workers are recognized as mental health team members, there is a lack of literature describing interprofessional relations and education between these professions, especially as it pertains to mental health. The purpose of this review was to identify and characterize reports describing pharmacist-social worker interprofessional relations and education within mental health. Methodology To address this knowledge gap, this scoping review was conducted to collect and characterize reports published between January 1, 1960 and August 18, 2023 describing pharmacist-social worker interprofessional relations and education within the field of mental health. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) guidelines were followed. Ovid MEDLINE, CINAHL, and Social Work Abstracts were searched using keywords "pharmacy student," "pharmacist," "social work student," "social worker," and "social work." Reports were included if they were published in English and interprofessional relations or education occurred directly between (student) pharmacists and social workers. Results Three hundred twenty records were identified and three records were included: one cross sectional study, one qualitative educational project, and one case report. Each record suggested positive patient and/or educational outcomes developing from pharmacist-social worker interprofessional relations and education. In clinical practice, pharmacist-social work teams identified mental health risk factors, reduced 30-day readmissions, and improved post-discharge telehealth care. In the classroom, a social worker improved pharmacy students' confidence assessing patient suicidal ideations. Conclusions This scoping review identified needs and areas for future research: pharmacist interprofessional education with Master of Social Work and Doctor of Social Work degree students, transitional care and mental health outcome measure reporting using evidence-based outcomes, and development of scholarly teaching projects utilizing higher-level educational frameworks beyond learner reactions.
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Affiliation(s)
- Paul Boylan
- College of Pharmacy, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, United States
| | | | - Brandt Wiskur
- Office of the Vice Provost for Academic Affairs and Faculty Development, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, United States
| | - Jessica Nguyen
- College of Pharmacy, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, United States
| | - Kristine Lam
- College of Pharmacy, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, United States
| | - Jisoo Hong
- College of Pharmacy, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, United States
| | - Joshua Caballero
- College of Pharmacy, University of Georgia, Athens, Georgia, United States
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Wang A, Wan J, Zhu L, Chang W, Wen L, Tao X, Jin Y. Frailty and medication adherence among older adult patients with hypertension: a moderated mediation model. Front Public Health 2023; 11:1283416. [PMID: 38115848 PMCID: PMC10728772 DOI: 10.3389/fpubh.2023.1283416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Accepted: 11/20/2023] [Indexed: 12/21/2023] Open
Abstract
Objective Medication adherence has a critical impact on the well-being of older adult patients with hypertension. As such, the current study aimed to investigate the mediating role of health literacy between frailty and medication adherence and the moderating role of educational level. Methods This cross-sectional study included patients admitted to the geriatric unit of a hospital. Participants were interviewed using the four-item Morisky Medication Adherence Scale, the Frailty Phenotype Scale, and the Health Literacy Management Scale. Spearman's correlation coefficients were used to assess the association between variables. Mediation and moderated mediation analyses were performed using Process version 4.1 via Model 4 and 14, respectively. Results Data from 388 participants were analyzed. The median (IQR [P25-P75]) score for medication adherence was 4.00 (2.00-4.00). Results revealed that after controlling for age, sex, hypertension complication(s) and body mass index, frailty significantly contributed to medication adherence (βtotal -0.236 [95% confidence interval (CI) -0.333 to -0.140]). Medication adherence was influenced by frailty (βdirect -0.192 [95% CI -0.284 to -0.099]) both directly and indirectly through health literacy (βindirect -0.044 [95% CI -0.077 to -0.014]). Educational level moderated the pathway mediated by health literacy; more specifically, the conditional indirect effect between frailty and medication adherence was significant among older adult hypertensive patients with low, intermediate, and high educational levels (effect -0.052 [95% CI -0.092 to -0.106]; effect -0.041 [95% CI -0.071 to -0.012]; effect -0.026 [95% CI -0.051 to -0.006]). The relationship between frailty and medication adherence in older adult patients with hypertension was found to have mediating and moderating effects. Conclusion A moderated mediation model was proposed to investigate the effect of frailty on medication adherence. It was effective in strengthening medication adherence by improving health literacy and reducing frailty. More attention needs to be devoted to older adult patients with hypertension and low educational levels.
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Affiliation(s)
- Anshi Wang
- School of Public Health, Wannan Medical College, Wuhu, China
- Institutes of Brain Science, Wannan Medical College, Wuhu, China
| | - Jingjing Wan
- Department of Nursing, Anhui College of Traditional Chinese Medicine, Wuhu, China
| | - Lijun Zhu
- School of Public Health, Wannan Medical College, Wuhu, China
| | - Weiwei Chang
- School of Public Health, Wannan Medical College, Wuhu, China
| | - Liying Wen
- School of Public Health, Wannan Medical College, Wuhu, China
| | - Xiubin Tao
- Nursing Department, Yijishan Hospital of Wannan Medical College, Wuhu, China
| | - Yuelong Jin
- School of Public Health, Wannan Medical College, Wuhu, China
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Lotfi M, Lotfi F, Sedghi S, Panahi S. Cost-Effectiveness of Health Literacy Enhancement Intervention on Patients with Type II Diabetes. Med J Islam Repub Iran 2023; 37:86. [PMID: 37745014 PMCID: PMC10513398 DOI: 10.47176/mjiri.37.86] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Indexed: 09/26/2023] Open
Abstract
Background Type II diabetes is considered a chronic disease that influences the affected person's quality of life and imposes a high economic burden on the patient and society. The enhancement of health literacy seems essential for self-management and disease control in patients with type II diabetes. Consequently, this study was performed to evaluate the cost-effectiveness of enhanced health literacy in type II diabetes patients. Methods This study was of quantitative and economic evaluation type. A population of 232 patients was selected among those referred to the Tafihan Shiraz clinic based on the quality of entry and exit. The health literacy educational intervention was carried out for three months. In order to collect information, researchers used the SF36 questionnaire and the checklist of costs. The Cost Effectiveness Ratio (CER) and Incremental Cost Effectiveness Ratio (ICER) were calculated. Moreover, the costs of each unit of increasing the quality of life before and after the intervention were calculated. A decision was made to determine the cost-effectiveness of the intervention. Results According to the results, 40% of the participants were females, and 34.5% were 30-40 years old. Examination of the quality of life in patients before the intervention indicated that the mean and standard deviation of the patients' quality of life before the intervention was 18.43±44.99, and the mean and standard deviation of the quality of life after the intervention was 49.57±16.21. Moreover, the patients' quality of life increased after the educational intervention. The total direct medical costs were $717,484 and $685,620 before and after the intervention, respectively. The total indirect medical costs were $604,122 and $493,011 before and after the intervention, respectively. Moreover, the total indirect costs were $122,535 and $122,119 before and after the intervention, respectively. The study was cost-effective with CER=0.9 and ICER= - 140,000 per increase in the quality of life. Conclusion Improving health literacy can have a range of benefits and improve the quality of life of patients with type II diabetes and reduce their treatment costs, and thereby, this may be seen as an effective step toward the recovery of patients with type II diabetes.
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Affiliation(s)
- Mahshid Lotfi
- Librarianship and Medical Information Department, School of Health Management
and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Farhad Lotfi
- National Center for Health Insurance Research, Tehran, Iran
- Health Human Resources Research Center, School of Management and Medical
Information Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Shahram Sedghi
- Librarianship and Medical Information Department, School of Health Management
and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Sirous Panahi
- Librarianship and Medical Information Department, School of Health Management
and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
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Caballero J, Xu J, Hall DB, Chen X, Young HN. Racial and ethnic differences in patterns of use and discontinuation of long-acting injectable antipsychotics using Medicaid claims data. Ment Health Clin 2023; 13:183-189. [PMID: 37860586 PMCID: PMC10583257 DOI: 10.9740/mhc.2023.08.183] [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: 12/23/2022] [Accepted: 05/23/2023] [Indexed: 10/21/2023] Open
Abstract
Introduction In general, racial and ethnic differences exist in antipsychotic prescription practices. However, little is known about such differences between individual long-acting injectable (LAI) antipsychotic formulations, specifically. This study's primary objective was to determine racial and ethnic differences among LAI antipsychotic use. Secondary objectives were to identify if discontinuation rates differed between agents and by race or ethnicity. Methods International Classification of Diseases, 10th edition (ICD-10) codes were used to identify patients with schizophrenia and related disorders (18-64 years) who received an LAI antipsychotic between 2016 and 2020 using Merative Multi-State Medicaid databases. Using National Drug Code numbers for LAI antipsychotics, pharmacy claims were identified and data analyzed. Cochran-Mantel-Haenszel tests and odds ratio estimators were used to investigate conditional association between race or ethnicity and medication, while controlling for age, sex, health plan, and prescription year. Kaplan-Meier survival curves were examined, and stratified log-rank tests were conducted to compare the time until discontinuation distributions by race or ethnicity. Results The analysis included 37 712 patients. Blacks received an LAI first-generation antipsychotic more often than Whites (OR: 1.64, 95% CI: [1.56, 1.73], Hispanics (OR: 1.46, 95% CI: [1.21, 1.75]) and others (OR: 1.44, 95% CI: [1.20, 1.73]). Aside from fluphenazine decanoate showing earlier discontinuation rates for Whites over Blacks (P = .02), no significant differences in discontinuation across race or ethnicity were identified. Discussion Despite no significant differences in second-generation antipsychotic LAI discontinuation rates between Blacks and other racial or ethnic groups, Blacks received second-generation antipsychotic LAIs significantly less often than other groups. Further studies are needed to determine why differences may be occurring.
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Affiliation(s)
- Joshua Caballero
- (Corresponding author) Associate Professor – Limited Term, Department of Clinical and Administrative Pharmacy, College of Pharmacy, University of Georgia, Athens, Georgia,
| | - Jianing Xu
- PhD Student, Department of Statistics, Franklin College of Arts and Sciences, University of Georgia, Athens, Georgia
| | - Daniel B. Hall
- Professor and Director, Statistical Consulting Center, Department of Statistics, Franklin College of Arts and Sciences, University of Georgia, Athens, Georgia
| | - Xianyan Chen
- Senior Academic Professional, Department of Statistics, Franklin College of Arts and Sciences, University of Georgia, Athens, Georgia
| | - Henry N. Young
- Department Head and Kroger Professor, Department of Clinical and Administrative Pharmacy, College of Pharmacy, University of Georgia, Athens, Georgia
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Guo A, Jin H, Mao J, Zhu W, Zhou Y, Ge X, Yu D. Impact of health literacy and social support on medication adherence in patients with hypertension: a cross-sectional community-based study. BMC Cardiovasc Disord 2023; 23:93. [PMID: 36803662 PMCID: PMC9940429 DOI: 10.1186/s12872-023-03117-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 02/09/2023] [Indexed: 02/21/2023] Open
Abstract
BACKGROUND Previous studies have examined the associations of health literacy and social support with medication adherence among patients with hypertension. However, limited evidence exists regarding the mechanisms underlying the relationship between these factors and medication adherence. PURPOSE To explore the prevalence of medication adherence and its determinants in patients with hypertension in Shanghai. METHODS A community-based cross-sectional study was conducted among 1697 participants with hypertension. We collected sociodemographic and clinical characteristics as well as data regarding health literacy, social support, and medication adherence using questionnaires. We examined interactions among the factors using a structural equation model. RESULTS The participants included 654 (38.54%) patients with a low degree of medication adherence and 1043 (61.46%) patients with a medium/high degree of adherence. Social support directly influenced adherence (β = 0.165, P < 0.001) and indirectly influenced adherence through health literacy (β = 0.087, P < 0.001). Health literacy directly influenced adherence (β = 0.291, P < 0.001). Education indirectly affected adherence through both social support (β = 0.048, P < 0.001) and health literacy (β = 0.080, P < 0.001). Moreover, there was a sequential mediating effect of social support and health literacy on the association between education and adherence (β = 0.025, P < 0.001). After controlling for age and marital status, similar results were also obtained, indicating a good model fit. CONCLUSIONS The degree of medication adherence among hypertensive patients needs to improve. Health literacy and social support had both direct and indirect effects on adherence, and thus, these factors should be considered as tools to improve adherence.
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Affiliation(s)
- Aizhen Guo
- grid.24516.340000000123704535Department of General Practice, Yangpu Hospital, School of Medicine, Tongji University, Shanghai, 200090 China ,Shanghai General Practice and Community Health Development Research Center, Shanghai, 200090 China
| | - Hua Jin
- grid.24516.340000000123704535Department of General Practice, Yangpu Hospital, School of Medicine, Tongji University, Shanghai, 200090 China ,Shanghai General Practice and Community Health Development Research Center, Shanghai, 200090 China
| | - Jianbo Mao
- Changbai Community Health Service Center, Yangpu District, Shanghai, 200093 China
| | - Weihong Zhu
- Wujiaochang Community Health Service Center, Yangpu District, Shanghai, 200433 China
| | - Ye Zhou
- Yanji Community Health Service Center, Yangpu District, Shanghai, 200093 China
| | - Xuhua Ge
- grid.24516.340000000123704535Department of General Practice, Yangpu Hospital, School of Medicine, Tongji University, Shanghai, 200090 China ,Shanghai General Practice and Community Health Development Research Center, Shanghai, 200090 China
| | - Dehua Yu
- Department of General Practice, Yangpu Hospital, School of Medicine, Tongji University, Shanghai, 200090, China. .,Shanghai General Practice and Community Health Development Research Center, Shanghai, 200090, China.
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