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Xie DS, Xie XH, Yang LH, Li N, Zhang X, Xie YT, Yang W, Ning YJ, Xie J, Cheng XJ, Duan SJ, Wang SW, Hao LH, Shi P. Development and validation of a nomogram to predict medication risk based on a knowledge, attitude and practice (KAP) survey of residents in Shanxi Province, China. Front Pharmacol 2024; 15:1302274. [PMID: 38711987 PMCID: PMC11070833 DOI: 10.3389/fphar.2024.1302274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 03/28/2024] [Indexed: 05/08/2024] Open
Abstract
Objective Unsafe medication practices and medication errors are a major cause of harm in healthcare systems around the world. This study aimed to explore the factors that influence the risk of medication and provide medication risk evaluation model for adults in Shanxi province, China. Methods The data was obtained from the provincial questionnaire from May to December 2022, relying on the random distribution of questionnaires and online questionnaires by four hospitals in Shanxi Province. Multiple linear regression analysis was used to explore the factors affecting the KAP score of residents. Univariate and multivariate logistic regression was used to determine the independent risk factors, and the nomogram was verified by receiver operating characteristic curve, calibration and decision curve analysis. Results A total of 3,388 questionnaires were collected, including 3,272 valid questionnaires. The average scores of drugs KAP were 63.2 ± 23.04, 33.05 ± 9.60, 23.67 ± 6.75 and 33.16 ± 10.87, respectively. On the evaluation criteria of the questionnaire, knowledge was scored "fair", attitude and practice were scored "good". Sex, monthly income, place of residence, insurance status, education level, and employment were regarded as independent risk factors for medication and a nomogram was established by them. Conclusion Males, low-income, and low-educated people are important factors affecting the risk of medication. The application of the model can help residents understand the risk of their own medication behavior and reduce the harm of medication.
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Affiliation(s)
- Da-shuai Xie
- Department of Pharmacy, Yuncheng Central Hospital Affiliated to Shanxi Medical University, Yuncheng, China
| | - Xue-hu Xie
- National Drug Clinical Trial Institution, Shanxi Province Hospital of Traditional Chinese Medicine, Taiyuan, China
| | - Li-hua Yang
- Department of Pharmacy, Jincheng People’s Hospital, Jincheng, China
| | - Na Li
- Department of Gynecologic, Yuncheng Central Hospital Affiliated to Shanxi Medical University, Yuncheng, China
| | - Xiao Zhang
- Department of Pharmacy, Yuncheng Central Hospital Affiliated to Shanxi Medical University, Yuncheng, China
| | - Yi-tong Xie
- Department of Pharmacy, Yuncheng Central Hospital Affiliated to Shanxi Medical University, Yuncheng, China
| | - Wei Yang
- Department of Pharmacy, Yuncheng Central Hospital Affiliated to Shanxi Medical University, Yuncheng, China
| | - Yao-jun Ning
- Department of Pharmacy, Yuncheng Central Hospital Affiliated to Shanxi Medical University, Yuncheng, China
| | - Jun Xie
- Department of Pharmacy, Yuncheng Central Hospital Affiliated to Shanxi Medical University, Yuncheng, China
| | - Xiao-jun Cheng
- Department of Pharmacy, Yuncheng Central Hospital Affiliated to Shanxi Medical University, Yuncheng, China
| | - Shao-jun Duan
- Department of Pharmacy, Jincheng People’s Hospital, Jincheng, China
| | - Shi-wei Wang
- Department of Pharmacy, Shanxi Province Hospital of Traditional Chinese Medicine, Taiyuan, China
| | - Li-hong Hao
- Department of Pharmacy, Yangquan Coal Industry (Group) General Hospital, Yangquan, China
| | - Ping Shi
- Department of Pharmacy, Yuncheng Central Hospital Affiliated to Shanxi Medical University, Yuncheng, China
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Chen Z, Xu N, Chen X, Zhang X, Yin S, Xiao G, Luo L, Liu Q, Su C. Dietary knowledge-attitude-practice status in hemodialysis patients: a latent profile analysis. BMC Public Health 2024; 24:836. [PMID: 38500120 PMCID: PMC10946152 DOI: 10.1186/s12889-024-18066-z] [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: 12/22/2023] [Accepted: 02/11/2024] [Indexed: 03/20/2024] Open
Abstract
BACKGROUND Hemodialysis patients require a reasonable dietary intake to manage their disease progression effectively. However, there is limited research on these patients' overall dietary knowledge, attitude, and practice (KAP) status. This study aimed to investigate the dietary KAP status and latent profiles in hemodialysis patients and identify sociodemographic and disease-related factors associated with these profiles and dietary practice. METHODS A multicenter cross-sectional study involving 425 hemodialysis patients was conducted. A dietary KAP questionnaire in hemodialysis patients was used to evaluate the dietary KAP of the patients. A structural equation model was employed to analyze the correlations between dietary knowledge, attitude, and practice. Multiple linear regression analysis was used to identify factors associated with dietary practice scores. Latent profile analysis was conducted to determine the latent profiles of dietary KAP, and binary logistic regression was used to explore the sociodemographic and disease-related characteristics associated with each KAP profile in hemodialysis patients. RESULTS The normalized average scores for dietary knowledge, attitude, and practice in hemodialysis patients were 0.58, 0.82, and 0.58, respectively. The structural equation model revealed significant positive correlations between dietary knowledge and attitude, and attitude and practice. Attitude played an indirect effect between knowledge and practice. Gender, cerebrovascular disease, and dietary attitude scores were identified as independent influencing factors for dietary practice scores. Two dietary KAP profiles were developed: a profile with general knowledge and attitude but low practice (40.2%) and a profile with general knowledge and attitude and high practice (59.8%). Binary logistic regression analysis indicated gender and monthly income per household significantly predicted membership in each KAP profile. CONCLUSIONS The dietary practice of hemodialysis patients requires improvement. It is necessary to develop more individualized dietary interventions for these patients. Further exploration is needed to understand the motivation of patients to change their dietary behavior.
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Affiliation(s)
- Zhiqian Chen
- Department of Nursing, Peking University Third Hospital, Beijing, China
| | - Na Xu
- Department of Nephrology, Peking University Third Hospital Yanqing Hospital, Beijing, China
| | - Xinxin Chen
- Department of Nursing, Peking University Third Hospital, Beijing, China
- Department of Nephrology, Peking University Third Hospital, Beijing, China
| | - Xiaoyu Zhang
- Department of Nursing, Peking University Third Hospital, Beijing, China
- Department of Nephrology, Peking University Third Hospital, Beijing, China
| | - Shuqing Yin
- Department of Nephrology, Fengtai Hospital of Integrated Traditional Chinese and Western Medicine, Beijing, China
| | - Guanghui Xiao
- Department of Nephrology, Beijing Haidian Hospital, Beijing, China
| | - Li Luo
- Department of Nephrology, Peking University International Hospital, Beijing, China
| | - Qun Liu
- Department of Nephrology, Fuxing Hospital, The Eighth Clinical Medical College, Capital Medical University, Beijing, China.
| | - Chunyan Su
- Department of Nursing, Peking University Third Hospital, Beijing, China.
- Department of Nephrology, Peking University Third Hospital, Beijing, China.
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Choi Y, Kim HJ, Park J, Lee SW, Rahmati M, Koyanagi A, Smith L, Kim MS, López Sánchez GF, Dragioti E, Lee J, Rhee SY, Kim S, Lim H, Yon DK. National prevalence and trends in food labeling awareness, comprehension, usage, and COVID-19 pandemic-related factors in South Korea, 2014-2022. Sci Rep 2024; 14:2617. [PMID: 38297021 PMCID: PMC10831073 DOI: 10.1038/s41598-024-51948-1] [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: 07/08/2023] [Accepted: 01/11/2024] [Indexed: 02/02/2024] Open
Abstract
Although food labeling on food packages is crucial for promoting a healthy diet, limited research has been conducted on how the COVID-19 pandemic (hereinafter "the pandemic") has affected food labeling awareness. Therefore, this study aims to analyze the changes in trends in food labeling awareness, comprehension, and usage in South Korea during the pandemic. We utilized a nationwide, large-scale, and long-term dataset provided by the Korea Community Health Survey (KCHS) from 2014 to 2022 (total = 1,756,847 participants). This allowed the researchers to assess the long-term trends in the prevalence of food labeling awareness, comprehension, and usage. Furthermore, we investigated the factors associated with awareness specifically related to the pandemic. In total, 1,756,847 adults (54.19% women) participated in this study. The upward slope in overall food labeling awareness became less pronounced and even exhibited a downward slope during the pandemic (βdiff - 1.759; 95% CI - 1.874 to - 1.644). The upward slope in food labeling comprehension and usage became more pronounced during the pandemic (comprehension: βdiff 0.535; 95% CI 0.436-0.634; usage: βdiff 0.693; 95% CI 0.601-0.785). The vulnerability factors associated with lower food labeling awareness during the pandemic included older age, male, obesity, residing in rural areas, lower household income, lower educational level, smoking, and increased alcohol consumption. This study analyzed the 9-year trend in the prevalence of food labeling awareness, comprehension, and usage based on nationally representative data of adults in South Korea from 2014 to 2022. Our findings suggest that personalized nutrition strategies are needed to recognize vulnerable groups with risk factors and improve food labeling awareness among Korean adults during the pandemic.
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Affiliation(s)
- Yujin Choi
- Center for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, South Korea
- Department of Korean Medicine, Kyung Hee University College of Korean Medicine, Seoul, South Korea
| | - Hyeon Jin Kim
- Center for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, South Korea.
- Department of Regulatory Science, Kyung Hee University, Seoul, South Korea.
| | - Jaeyu Park
- Center for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, South Korea
- Department of Regulatory Science, Kyung Hee University, Seoul, South Korea
| | - Seung Won Lee
- Department of Precision Medicine, Sungkyunkwan University School of Medicine, Suwon, South Korea
| | - Masoud Rahmati
- Department of Physical Education and Sport Sciences, Faculty of Literature and Human Sciences, Lorestan University, Khoramabad, Iran
- Department of Physical Education and Sport Sciences, Faculty of Literature and Humanities, Vali-e-Asr University of Rafsanjan, Rafsanjan, Iran
| | - Ai Koyanagi
- Research and Development Unit, Parc Sanitari Sant Joan de Deu, Barcelona, Spain
| | - Lee Smith
- Centre for Health, Performance and Wellbeing, Anglia Ruskin University, Cambridge, UK
| | - Min Seo Kim
- Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Guillermo F López Sánchez
- Division of Preventive Medicine and Public Health, Department of Public Health Sciences, School of Medicine, University of Murcia, Murcia, Spain
| | - Elena Dragioti
- Pain and Rehabilitation Centre, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
- Research Laboratory Psychology of Patients, Families, and Health Professionals, Department of Nursing, School of Health Sciences, University of Ioannina, Ioannina, Greece
| | - Jinseok Lee
- Department of Biomedical Engineering, Kyung Hee University, Yongin, South Korea
| | - Sang Youl Rhee
- Center for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, South Korea
- Department of Endocrinology and Metabolism, Kyung Hee University School of Medicine, Seoul, South Korea
| | - Sunyoung Kim
- Department of Family Medicine, Kyung Hee University Medical Center, Kyung Hee University College of Medicine, Seoul, South Korea
| | - Hyunjung Lim
- Department of Medical Nutrition, Graduate School of East-West Medical Science, Kyung Hee University, Yongin, South Korea.
- Department of Medical Nutrition, Graduate School of East-West Medical Science, Kyung Hee University, 23 Kyungheedae-Ro, Dongdaemun-Gu, Seoul, 02447, South Korea.
| | - Dong Keon Yon
- Center for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, South Korea.
- Department of Regulatory Science, Kyung Hee University, Seoul, South Korea.
- Department of Pediatrics, Kyung Hee University College of Medicine, 23 Kyungheedae-Ro, Dongdaemun-Gu, Seoul, 02447, South Korea.
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Jiang K, Zhang L, Xie C, Li Z, Shi Z, Sharma M, Zhao Y. Understanding the Knowledge, Attitudes, and Practices of Healthy Eating among Adolescents in Chongqing, China: An Empirical Study Utilizing Structural Equation Modeling. Nutrients 2024; 16:167. [PMID: 38201997 PMCID: PMC10780587 DOI: 10.3390/nu16010167] [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: 11/07/2023] [Revised: 12/20/2023] [Accepted: 12/27/2023] [Indexed: 01/12/2024] Open
Abstract
Healthy eating is crucial for optimal growth, development, and the prevention of chronic diseases in adolescents. Our study aimed to develop a comprehensive structural equation model (SEM) to analyze the relationships between knowledge, attitudes, practices (KAP), and healthy eating among adolescents in Chongqing. An online questionnaire was administered to middle school students in 39 districts and counties of Chongqing, China from 2 December to 15 December 2021 to collect sociodemographic and KAP information. SEM models were constructed to examine the relationships between educational environment and healthy eating knowledge, attitudes, and practices. The Monte Carlo test was employed to assess the significance of the mediating effect of relevant variables. The study included 139,832 adolescents aged 14.8 ± 0.7 years, with a 14% rate of overweight and obesity. Health and nutrition knowledge averaged a score of 3.60 ± 1.50 (correct rate: 60%). Participants had positive attitudes (average score: 13.61 ± 2.29) and engaged in healthy eating practices (average score: 12.06 ± 3.08). The results of the SEM revealed a significant influence of the educational environment on adolescents' knowledge (β = 0.235, p < 0.001) and attitude towards healthy eating (β = 0.143, p < 0.001). Knowledge exhibited positive effects on both attitude (β = 0.225, p < 0.001) and practice (β = 0.054, p < 0.001), while attitude exhibited positive effects on practice behavior (β = 0.565, p < 0.001). The indirect effect of knowledge on practices through attitude was more substantial than the direct effect (ratio 2.361). Our study highlights the mediating role of attitude between healthy eating knowledge and practices. A significant association exists between a favorable educational environment and improved knowledge and positive attitudes toward healthy eating among adolescents. In the future, nutrition and health education should prioritize exploring effective ways to translate knowledge into practices.
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Affiliation(s)
- Ke Jiang
- School of Public Health, Chongqing Medical University, Chongqing 400331, China; (K.J.); (L.Z.); (Z.L.)
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing 400016, China
- Research Center for Public Health Security, Chongqing Medical University, Chongqing 400016, China
| | - Laixi Zhang
- School of Public Health, Chongqing Medical University, Chongqing 400331, China; (K.J.); (L.Z.); (Z.L.)
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing 400016, China
- Research Center for Public Health Security, Chongqing Medical University, Chongqing 400016, China
| | - Changxiao Xie
- Department of Nutrition and Food Hygiene, West China School of Public Health, Sichuan University, Chengdu 610041, China;
| | - Zhourong Li
- School of Public Health, Chongqing Medical University, Chongqing 400331, China; (K.J.); (L.Z.); (Z.L.)
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing 400016, China
- Research Center for Public Health Security, Chongqing Medical University, Chongqing 400016, China
| | - Zumin Shi
- Human Nutrition Department, College of Health Sciences, QU Health, Qatar University, Doha P.O. Box 2713, Qatar;
| | - Manoj Sharma
- Department of Social and Behavioral Health, School of Public Health, University of Nevada, Las Vegas, NV 89119, USA;
- Department of Internal Medicine, Kirk Kerkorian School of Medicine, University of Nevada, Las Vegas, NV 89102, USA
| | - Yong Zhao
- School of Public Health, Chongqing Medical University, Chongqing 400331, China; (K.J.); (L.Z.); (Z.L.)
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing 400016, China
- Research Center for Public Health Security, Chongqing Medical University, Chongqing 400016, China
- Chongqing Key Laboratory of Child Nutrition and Heath, Children’s Hospital of Chongqing Medical University, Chongqing 401147, China
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Zhang C, Yang Z, Du R, Feng Y, Zhang X, Zhang J. Cardio-Oncologic Knowledge of Nurses in the Oncology Service: A Multi-Center Survey in China. J Multidiscip Healthc 2023; 16:4027-4038. [PMID: 38111828 PMCID: PMC10727691 DOI: 10.2147/jmdh.s436376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 11/28/2023] [Indexed: 12/20/2023] Open
Abstract
Purpose Elucidation of the cardio-oncologic knowledge among the oncology nurses of tertiary hospitals in Shanxi Province to provide better insights and directions for management by nursing managers. Background China's National Health and Wellness Commission issued the Action Plan for Further Improving Nursing Services in June 2023, which requires nurses to provide patients with physical and mental holistic nursing services, such as medical care, condition observation, assistance with treatment, and health guidance. Most oncology patients are treated with chemotherapy, but the modality can cause greater harm to patients, especially cardiotoxicity. How to provide precise care for chemotherapy patients is a problem for nursing managers. Methods In order to investigate the level of cardio-oncologic knowledge among the oncology nurses of tertiary care hospitals in Shanxi Province, China, a questionnaire was created based on the relevant literature and the provided instructions on cardio-oncology. The chi-squared test was performed for multiple comparisons of the level of knowledge of disease observation, health guidance, and implementation of treatment. Spearman correlation analysis was performed to analyze the correlation between the levels of cardio-oncologic knowledge and general information of hospitals and nurses. Results Cardio-oncology awareness among the oncology nurses was 0.1%-44.7%, the awareness rate of single dimension was 0 to 3.9%, and overall awareness rate was 0. A partially significant difference was revealed in the two-by-two comparisons of the awareness rates of the three dimensions of disease observation, health guidance, and implementation of treatment (P < 0.05). A correlation was observed between the cardio-oncologic knowledge and some of the hospital and the nurses' general information data (P < 0.05). Conclusion Oncology nurses exhibited a low rate of awareness related to cardio-oncology. Hospitals could establish oncology nursing teams to train the oncology nurses to promote their cardio-oncologic knowledge and ensure the quality of daily care provided by these nurses.
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Affiliation(s)
- Cuiling Zhang
- Department of Digestive Oncology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, People’s Republic of China
| | - Ziyan Yang
- College of Nursing, Shanxi Medical University, Taiyuan, People’s Republic of China
| | - Rongxin Du
- Department of Urology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, People’s Republic of China
| | - Yong Feng
- College of Nursing, Shanxi University of Chinese Medicine, Taiyuan, People’s Republic of China
| | - Xiaohong Zhang
- Nursing Department, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, People’s Republic of China
| | - Junyan Zhang
- Department of Clinical Epidemiology and Evidence-Based Medicine, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, People’s Republic of China
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