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Wu Y, Liang Y, Cai Z, Li L, Sun C, Sylvia S, Zhou H, Feng J, Rozelle S. Process quality, diagnosis quality, and patient satisfaction of primary care in Rural Western China: A study using standardized patients. PATIENT EDUCATION AND COUNSELING 2024; 123:108208. [PMID: 38377708 DOI: 10.1016/j.pec.2024.108208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 12/26/2023] [Accepted: 02/12/2024] [Indexed: 02/22/2024]
Abstract
OBJECTIVES Patient satisfaction is an essential indicator of the doctor-patient relationship. This study aimed to investigate the relationship between primary care quality and patient satisfaction for non-communicable diseases (NCDs) in rural western China. METHODS The study utilized the standardized patients (SPs) approach to present typical symptoms of unstable angina and diabetes to rural healthcare providers. After the consultations, the SPs completed a satisfaction survey. Ordinary least squares and quantile regression were used to examine the association between quality of primary care and patient satisfaction. RESULTS We examined 178 anonymous SPs visits. The results showed that higher process quality for angina SPs was correlated with stronger satisfaction for provider ability at a low quantile of ability satisfaction. For diabetes SPs, higher process quality increased overall satisfaction at a low quantile of overall satisfaction, whereas a correct diagnosis significantly contributed to communication satisfaction at a high quantile of communication satisfaction. CONCLUSIONS The study found positive associations between process and diagnosis quality and SPs satisfaction. Notably, the influence of process quality was most significant among patients with lower satisfaction levels. PRACTICE IMPLICATIONS Provider's process quality could be a key area of improving the satisfaction levels, especially for patients with lower levels of satisfaction.
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Affiliation(s)
- Yuju Wu
- Department of Health Behavior and Social Science,West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yizhi Liang
- Department of Global Health and Population, Harvard Chan School of Public Health, 677 Huntington Ave, Boston 02115, MA, USA
| | - Zhengjie Cai
- Department of Health Behavior and Social Science,West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Linhua Li
- Department of Health Behavior and Social Science,West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Chang Sun
- Department of Health Behavior and Social Science,West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Sean Sylvia
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Huan Zhou
- Department of Health Behavior and Social Science, West China School of Public Health and West China Fourth Hospital, Sichuan University, No. 16, Section 3, South Renmin Road, Chengdu 610041, Sichuan, China.
| | - Jieyuan Feng
- Stanford Center on China's Economy and Institutions, Stanford University, Stanford, CA, USA
| | - Scott Rozelle
- Stanford Center on China's Economy and Institutions, Stanford University, Stanford, CA, USA
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Kaneko M, Yamada H, Oakada T. Patient experiences in primary care do not differ according to rurality: a cross-sectional study. BMC PRIMARY CARE 2024; 25:132. [PMID: 38664643 PMCID: PMC11044374 DOI: 10.1186/s12875-024-02397-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 04/18/2024] [Indexed: 04/28/2024]
Abstract
BACKGROUND Living in rural areas is a major contributor of health inequity. Tackling health inequity is important for primary care physicians. Therefore, it is important to compare the quality of primary care between rural and urban areas. To the best of our knowledge, this is the first study to examine the association between rurality and patient experience (PX) in Japan using validated measures. METHODS This cross-sectional study was conducted using online surveys. Participants were selected using a stratified random sample based on sex and age. The Japanese version of the Person-Centered Primary Care Measure (PCPCM) was used as an indicator of PX. We used the Rurality Index for Japan (RIJ) to measure rurality. Furthermore, we used multivariate linear regression analysis to examine the relationship between the RIJ and PCPCM after adjusting for confounders. RESULTS Of the 1112 eligible participants, 800 responded to the survey (response rate:71.9%). The mean PCPCM scores were 2.46 (standard deviation: 0.73) and median RIJ was 15 (interquartile range: 6-33). The crude and adjusted coefficients of rurality were - 0.02 (- 0.006-0.001, p = 0.114) and - 0.02 (- 0.005-0.001), respectively, demonstrating that rurality was not significantly associated with the total PCPCM score. Subgroup analyses were similar to the main analyses. CONCLUSION We found that PX in primary care did not differ by rurality in the general Japanese population.
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Affiliation(s)
- Makoto Kaneko
- Department of Health Data Science, Yokohama City University, 22-2, Seto, Kanazawa-ku, Yokohama, Kanagawa, 236-0027, Japan.
- Department of Family and Community Medicine, Hamamatsu University School of Medicine, 1-20-1, Handayama, Higashi-ku, Hamamatsu, 431-3192, Japan.
| | - Hironori Yamada
- Department of Health Data Science, Yokohama City University, 22-2, Seto, Kanazawa-ku, Yokohama, Kanagawa, 236-0027, Japan
- Department of Family Medicine, Graduate School, Tokyo Medical and Dental University, Tokyo, 113-8519, Japan
| | - Tadao Oakada
- Department of Family Medicine, Kameda Family Clinic Tateyama, Chiba, Japan
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Shao Q, Li Y, Lin L, Boardman M, Hamadi H, Zhao M. Demoralization syndrome and its impact factors among cancer patients in China. J Psychosoc Oncol 2023; 42:365-380. [PMID: 37609842 DOI: 10.1080/07347332.2023.2249895] [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] [Indexed: 08/24/2023]
Abstract
PURPOSE This study aimed to investigate the status of demoralization syndrome among cancer patients and explore the key factors influencing demoralization syndrome. METHOD Cross-sectional study design of cancer patients in Xiamen, China. Patients completed the Mandarin version of the Perceived Social Support Scale, Patient-Reported Outcome Measures, The Anderson Symptom Inventory, and the Demoralization Scale. FINDINGS 187/199 (94%) of patients completed questionnaires. This study found that almost half of the cancer patients in Xiamen, China experience moderate to high levels of demoralization syndrome. Furthermore, the findings indicated that the family residence (Large Urban: b = 2.73, p = 0.02), average monthly income (b=-3.05, p = 0.03), source of income, religiousness (b = 1.37, p = 0.04) and financial toxicity (b = 3.3, p < 0.001), and social support (b = 1.02; p < 0.001) are the influencing factors of cancer patients' demoralization syndrome. CONCLUSION These findings emphasize the importance of addressing psychological distress and providing adequate social and financial support for cancer patients to maintain their morale and overall well-being.
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Affiliation(s)
- Qiuzhi Shao
- Affiliated Zhongshan Hospital of Xiamen University, Xiamen, Fujian, China
| | - Yiming Li
- Xiamen Medical College, Xiamen, Fujian, China
| | - Liyu Lin
- Affiliated Zhongshan Hospital of Xiamen University, Xiamen, Fujian, China
| | - Megan Boardman
- Department of Health Administration, Brooks College of Health (Building 39), University of North Florida, Jacksonville, Florida, USA
| | - Hanadi Hamadi
- Department of Health Administration, Brooks College of Health (Building 39), University of North Florida, Jacksonville, Florida, USA
| | - Mei Zhao
- Department of Health Administration, Brooks College of Health (Building 39), University of North Florida, Jacksonville, Florida, USA
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Han Y, Lu X, Xiao S, Qin J, Zheng L, Feng Y, Cai Y, Qiu R, Huang Q, Yang M. Association between serum uric acid level and systemic lupus erythematosus kidney outcome: An observational study in Southern Chinese population and a meta-analysis. Lupus 2023; 32:83-93. [PMID: 36396610 DOI: 10.1177/09612033221140267] [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: 11/19/2022]
Abstract
OBJECTIVE The study aimed to explore the effect of serum uric acid (SUA) level on the progression of kidney function in systemic lupus erythematosus (SLE) patients. METHODS A total of 123 biopsy-proven lupus nephritis (LN) patients were included in this retrospective observational study. Cox proportional hazard regression analyses as well as restricted cubic spline analyses were performed to identify predictors of renal outcome in LN patients. We also performed a systematic review and meta-analysis for SUA and overall kidney outcomes in SLE patients. RESULTS Based on the laboratory tests at renal biopsy, 72 (58.5%) of the 123 patients had hyperuricemia. The median (IQR) follow-up duration was 3.67 years (1.79-6.63 years), and a total of 110 (89.4%) patients experienced progression of LN. Increased serum uric acid level, whether analyzed as continuous or categorical variable, was associated with higher risk of LN progression in Cox proportional hazard regression model (hazard ratio [HR]: 1.003, 95% confidence interval [CI]: 1.001-1.005; HR: 1.780, 95% CI: 1.201-2.639, respectively). This relationship maintained in women (HR: 1.947, 95% CI: 1.234-3.074) but not men (HR: 2.189, 95% CI: 0.802-5.977). The meta-analysis showed a similar result that both continuous and categorical SUA were positively associated with the risk of kidney function progression in LN (weighted mean difference [WMD]: 1.73, 95% CI: 0.97-2.49; odds ratio [OR]: 1.55, 95% CI: 1.20-2.01, respectively). CONCLUSIONS Our study found overall and especially in women that higher SUA in LN patients were associated with increased risk of renal progression. Meta-analysis yielded consistent results. Future studies are required to establish if uric acid can be used as a biomarker for risk assessment and/or as a novel therapeutic target in SLE.
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Affiliation(s)
- Yipeng Han
- Department of Rheumatology and Immunology, Nanfang Hospital, 198153Southern Medical University, Guangzhou, China
| | - Xiaoxi Lu
- Department of Rheumatology and Immunology, Nanfang Hospital, 198153Southern Medical University, Guangzhou, China
| | - Shibai Xiao
- Department of Rheumatology and Immunology, Nanfang Hospital, 198153Southern Medical University, Guangzhou, China
| | - Jiayu Qin
- Department of Rheumatology and Immunology, Nanfang Hospital, 198153Southern Medical University, Guangzhou, China
| | - Lijuan Zheng
- Department of Rheumatology and Immunology, Nanfang Hospital, 198153Southern Medical University, Guangzhou, China
| | - Yi Feng
- Department of Rheumatology and Immunology, Nanfang Hospital, 198153Southern Medical University, Guangzhou, China
| | - Yujie Cai
- Department of Rheumatology and Immunology, Nanfang Hospital, 198153Southern Medical University, Guangzhou, China
| | - Rong Qiu
- Department of Rheumatology and Immunology, Nanfang Hospital, 198153Southern Medical University, Guangzhou, China
| | - Qin Huang
- Department of Rheumatology and Immunology, Nanfang Hospital, 198153Southern Medical University, Guangzhou, China
| | - Min Yang
- Department of Rheumatology and Immunology, Nanfang Hospital, 198153Southern Medical University, Guangzhou, China
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Feng X, Zhu JH, Hua ZL, Xu X, Li Y, Li J, Song GH, Wang X, Su M, Zhou JY. Satisfaction and its determinants of rural upper gastrointestinal cancer screening in China: a preliminary cross-sectional study. BMJ Open 2022; 12:e061483. [PMID: 36329609 PMCID: PMC9442482 DOI: 10.1136/bmjopen-2022-061483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVES To assess participants' satisfaction with and predictors of upper gastrointestinal cancer screening in rural areas. DESIGN Cross-sectional study. SETTING Ten screening centres in seven cities across five provinces in China. PARTICIPANTS Of the 452 participants screened during the survey period, 438 completed the survey (response rate: 96.90%). PRIMARY OUTCOME MEASURES Screening satisfaction was the primary outcome and it was assessed using the Patient Satisfaction Questionnaire-18. Ordinal logistic regression analysis was used to analyse the predictors of satisfaction. RESULTS The percentages of satisfaction with the General Satisfaction, Technical Quality, Interpersonal Manner, Communication, Financial Aspects, Time Spent With Doctor, and Convenience and Accessibility dimensions were 95.89%, 79.68%, 88.36%, 83.56%, 75.11%, 82.19% and 66.44%, respectively. Education (OR 0.25, 95% CI 0.07 to 0.90), health self-assessment (OR 15.29, 95% CI 2.86 to 81.78) and family history of cancer (OR 4.20, 95% CI 1.29 to 13.71) were associated with General Satisfaction. Residence (OR 4.31, 95% CI 1.89 to 9.81) was associated with Technical Quality. Occupation (OR 0.27, 95% CI 0.08 to 0.88), health self-assessment (OR 11.30, 95% CI 3.94 to 32.43), screening purpose (OR 0.18, 95% CI 0.03 to 0.92) and distance from the screening centre (OR 4.59, 95% CI 1.35 to 15.61) were associated with interpersonal manner. Gender (OR 1.85, 95% CI 1.02 to 3.34), residence (OR 3.23, 95% CI 1.23 to 8.53) and endoscopy in the previous year (OR 2.79, 95% CI 1.13 to 6.90) were associated with Communication. Body mass index (BMI; OR 5.06, 95% CI 1.40 to 18.25) and health self-assessment (OR 2.09, 95% CI 1.12 to 3.88) were associated with financial aspects. Gender (OR 1.90, 95% CI 1.07 to 3.38), residence (OR 3.19, 95% CI 1.30 to 7.79), BMI (OR 5.26, 95% CI 1.14 to 24.34) and health self-assessment (OR 2.14, 95% CI 1.06 to 4.34) were associated with time spent with doctor. Gender (OR 1.64, 95% CI 1.04 to 2.60) and residence (OR 3.17, 95% CI 1.46 to 6.88) were associated with convenience and accessibility. CONCLUSION There was heterogeneity across the dimensions of satisfaction with rural upper gastrointestinal cancer screening. Project manager should prioritise improving the aspects related to the convenience and accessibility dimension. Furthermore, to improve the efficiency of potential interventions, the predictors of the various dimensions should be considered.
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Affiliation(s)
- Xiang Feng
- Institute of Tumour Prevention and Control, People's Hospital of Yangzhong, Yangzhong, Jiangsu, China
| | - Jin-Hua Zhu
- Institute of Tumour Prevention and Control, People's Hospital of Yangzhong, Yangzhong, Jiangsu, China
- Department of Gastroenterology, Southeast University Zhongda Hospital, Nanjing, Jiangsu, China
| | - Zhao-Lai Hua
- Institute of Tumour Prevention and Control, People's Hospital of Yangzhong, Yangzhong, Jiangsu, China
| | - Xing Xu
- Department of Chronic Disease Prevention and Control, Taixing Center for Disease Prevention and Control, Taixing, Jiangsu, China
| | - Yanyan Li
- Cancer Center, People's Hospital of Feicheng, Tai'an, Shandong, China
| | - Jun Li
- Department of Cancer Prevention, Yanting County Cancer Hospital, Mianyang, Sichuan, China
| | - Guo-Hui Song
- Prevention and Control, Cixian Institute for Cancer, Handan, Hebei, China
| | - Xingzheng Wang
- Scientific Research Office, Yangcheng County Cancer Hospital, Jincheng, Shanxi, China
| | - Ming Su
- Department of Chronic Diseases Prevention and Control, Huai'an District Center, Huai'an, Jiangsu, China
| | - Jin-Yi Zhou
- Department of Non-Communicable Disease Prevention, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, Jiangsu, China
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Zhao X, Jiang L, Zhao K. 3D Differential Equation Model for Patients' Choice of Hospital in China. Front Public Health 2022; 10:760143. [PMID: 35558543 PMCID: PMC9087185 DOI: 10.3389/fpubh.2022.760143] [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: 08/17/2021] [Accepted: 03/28/2022] [Indexed: 11/13/2022] Open
Abstract
The number of patients in a hospital is a direct indicator of patients' choice of hospital, which is a complex process affected by many factors. Based on the national medical system and patients' preference for high-grade hospitals in China, this study establishes a three-dimensional differential equation model for calculating the time variation of the number of visits to three grades of hospitals. We performed a qualitative analysis of the system. We carried out a subsequent numerical simulation to analyze the impact on the system when the rate of leapfrog treatment and the maximum capacity of doctors and treatments changed. The results show that the sustainability of China's three levels of hospitals mainly depends on the level of hospital development. The strength of comprehensive health improvement at specific levels is the key to increasing the service efficiency of medical resources.
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Affiliation(s)
- Xiaoxia Zhao
- Faculty of Management and Economics, Kunming University of Science and Technology, Kunming, China
| | - Lihong Jiang
- First People's Hospital of Yunnan Province, Kunming, China
| | - Kaihong Zhao
- Department of Applied Mathematics, Kunming University of Science and Technology, Kunming, China
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Wang H, Hua X, Yao N, Zhang N, Wang J, Anderson R, Sun X. The Urban-Rural Disparities and Associated Factors of Health Care Utilization Among Cancer Patients in China. Front Public Health 2022; 10:842837. [PMID: 35309211 PMCID: PMC8931518 DOI: 10.3389/fpubh.2022.842837] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Accepted: 02/10/2022] [Indexed: 12/24/2022] Open
Abstract
Objective This study aimed to examine the urban-rural disparities and associated factors of health care utilization among cancer patients in China. Methods This study used the data collected from a cross-sectional survey conducted in China. A total of 1,570 cancer survivors from three urban districts and five rural counties were selected by using a multistage stratified random sampling method. We measured health care utilization with the way of cancer diagnosis, the number of hospitals visited, and receiving alternative therapies. Chi-square test was used to examine the differences between urban and rural cancer patients. Binary logistic regression analysis was performed to explore the determinants of health care utilization. Results Among 1,570 participants, 84.1% were diagnosed with cancer after developing symptoms, 55.6% had visited two and above hospitals, and 5.7% had received alternative therapies. Compared with urban cancer patients, rural ones were more likely to be diagnosed with cancer after developing symptoms (χ2 = 40.04, p < 0.001), while they were less likely to visit more than one hospital (χ2 = 27.14, p < 0.001). Residence area (urban/rural), health insurance type, household income, age at diagnosis, tumor site, stage of tumor, and survival years were significantly associated with health care utilization of cancer patients (p < 0.01). Conclusions Health care utilization was suboptimal among cancers patients in China. Rural cancer patients had less health care utilization including screenings and treatments than urban ones. Policymakers should implement specific strategies to ensure equitable utilization of cancer care. More attention should be paid to the disadvantaged groups and rural cancer patients. Prioritizing health resources allocation is needed to prevent, screen, and treat cancers in rural areas.
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Affiliation(s)
- Haipeng Wang
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine (Key Lab of Health Economics and Policy, National Health Commission), Shandong University, Jinan, China
| | - Xingxing Hua
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, China
| | - Nengliang Yao
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine (Key Lab of Health Economics and Policy, National Health Commission), Shandong University, Jinan, China
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, United States
- Center for Cancer Control and Policy Research, School of Public Health, Shandong University, Jinan, China
| | - Nan Zhang
- Center for Cancer Control and Policy Research, School of Public Health, Shandong University, Jinan, China
- Shandong Academy of Medical Sciences, Shandong Cancer Hospital Affiliated to Shandong University, Jinan, China
| | - Jialin Wang
- Center for Cancer Control and Policy Research, School of Public Health, Shandong University, Jinan, China
- Shandong Academy of Medical Sciences, Shandong Cancer Hospital Affiliated to Shandong University, Jinan, China
| | - Roger Anderson
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, United States
- University of Virginia Cancer Center, Charlottesville, VA, United States
| | - Xiaojie Sun
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine (Key Lab of Health Economics and Policy, National Health Commission), Shandong University, Jinan, China
- Center for Cancer Control and Policy Research, School of Public Health, Shandong University, Jinan, China
- *Correspondence: Xiaojie Sun
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Zhao D, Zhou Z, Shen C, Ibrahim S, Zhao Y, Cao D, Lai S. Gender differences in depressive symptoms of rural Chinese grandparents caring for grandchildren. BMC Public Health 2021; 21:1838. [PMID: 34635088 PMCID: PMC8507248 DOI: 10.1186/s12889-021-11886-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 09/29/2021] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Caring for grandchildren is regarded as one of the principle roles of middle- and old-aged adults, especially among rural Chinese grandparents. This study aims to examine the gender differences in depressive symptoms of rural Chinese grandparents caring for grandchildren, based on the gender differences in grandparental role engagement and the theories of role strain and role enhancement. METHODS A total of 4833 rural citizens with one or more grandchildren were selected from the China Health and Retirement Longitudinal Study (CHARLS) conducted in 2015. Grandchild care was measured by continuous variable (duration) and categorical variable (no care, low intensity, moderate intensity, high intensity). Depressive symptoms were assessed by the Center for Epidemiologic Studies Depression Scale (CES-D). We used coarsened exact matching (CEM) to balance the covariates of caregivers and non-caregivers. Following CEM, 1975 non-caregivers and 2212 caregivers were identified (N = 4187). Multilevel linear regression was employed to examine the gender differences in depressive symptoms. We also tested for the moderating role of gender on the association between grandchild care and depressive symptoms. RESULTS Grandmothers were more likely to provide grandchild care (54.42% vs 51.43%) at high intensity (61.46% vs 51.01%), with longer duration (39.24 h vs 33.15 h) than that given by grandfathers. Grandmothers suffered more from depressive symptoms than grandfathers, and such gap increased when grandparents were involved in high-intensity care. Grandmothers providing grandchild care, particularly at moderate intensity, were associated with fewer depressive symptoms (Coef. = - 0.087, 95%CI: - 0.163, - 0.010; Coef. = - 0.291, 95%CI: - 0.435, - 0.147), compared with non-caregivers. Grandmothers giving moderate intensity of grandchild care were also associated with fewer depressive symptoms (Coef. = - 0.171, 95% CI: - 0.313, - 0.029), compared with those with low-intensity care. However, such associations were not significant among grandfathers. CONCLUSIONS Our findings highlight the gender differences in depressive symptoms of rural Chinese grandparents caring for grandchildren. Grandparents should be encouraged to engage in grandchild care, but at moderate intensity. The health status of middle- and old-aged adults, particularly females, should be monitored closely. Humanistic care, preventive care and curative treatment strategies focusing on such populations should be developed and refined.
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Affiliation(s)
- Dantong Zhao
- School of Public Policy and Administration, Xi'an Jiaotong University, No. 28 Xianning West Road, Xi'an, 710049, Shaanxi, China
| | - Zhongliang Zhou
- School of Public Policy and Administration, Xi'an Jiaotong University, No. 28 Xianning West Road, Xi'an, 710049, Shaanxi, China.
| | - Chi Shen
- School of Public Policy and Administration, Xi'an Jiaotong University, No. 28 Xianning West Road, Xi'an, 710049, Shaanxi, China
| | - Sahardid Ibrahim
- School of Public Policy and Administration, Xi'an Jiaotong University, No. 28 Xianning West Road, Xi'an, 710049, Shaanxi, China
| | - Yaxin Zhao
- School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Dan Cao
- School of Public Policy and Administration, Xi'an Jiaotong University, No. 28 Xianning West Road, Xi'an, 710049, Shaanxi, China
| | - Sha Lai
- School of Public Policy and Administration, Xi'an Jiaotong University, No. 28 Xianning West Road, Xi'an, 710049, Shaanxi, China
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