2020
DOI: 10.1038/s41598-020-59668-y
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The patterns of Non-communicable disease Multimorbidity in Iran: A Multilevel Analysis

Abstract: the prevalence of non-communicable diseases is increasing worldwide. Multimorbidity and long-term medical conditions is common among these patients. this study aimed to investigate the patterns of non-communicable disease multimorbidity and their risk factors at the individual and aggregated level. Data was inquired from the nationwide survey performed in 2011, according to the WHO stepwise approach on NCD risk factors. A latent class analysis on multimorbidity components (11 chronic diseases) was performed an… Show more

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Cited by 47 publications
(54 citation statements)
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References 52 publications
(51 reference statements)
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“…PA-related behavioral changes in women are typically occur at the time of menopause and beyond. This insu cient physical activity is the main cause of epidemics of many serious diseases such as cardiovascular, respiratory, musculoskeletal, and metabolic diseases [2,4,9]. Thus, there is a necessity to design appropriate behavioral models to change the PA pattern in women of this age group.…”
Section: Discussionmentioning
confidence: 99%
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“…PA-related behavioral changes in women are typically occur at the time of menopause and beyond. This insu cient physical activity is the main cause of epidemics of many serious diseases such as cardiovascular, respiratory, musculoskeletal, and metabolic diseases [2,4,9]. Thus, there is a necessity to design appropriate behavioral models to change the PA pattern in women of this age group.…”
Section: Discussionmentioning
confidence: 99%
“…Nowadays, the leading causes of morbidity and mortality in the globe are risk factors for developing chronic non-communicable diseases (NCDs) such as cardiovascular diseases (CVDs), overweight, obesity, diabetes, hypertension, and cancers [1]. Lifestyle modi cation programs using an integration of e cacious interventions namely regular physical activity (PA), proper nutrition, and stress management can signi cantly decrease the risks associated with modern chronic diseases in the long term [1,2].…”
Section: Introductionmentioning
confidence: 99%
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“… Study Method Context Data Hernández et al (2019) ( Hernández et al, 2019 ) Pairwise correlations 6101 Irish adults aged 50+ years Self-reported conditions Aguado et al (2020) ( Aguado et al, 2020 ) Pairwise correlations 500 K adults in Spain with Type 2 diabetes mellitus. EHR Jin et al (2018) ( Jin et al, 2018 ) Pairwise correlations 21,435 adults from Jilin province, China Self-reported conditions Khorrami et al (2020) ( Khorrami et al, 2020 ) Latent class analysis 10,069 adult Iranian people Self-reported conditions Wang et al (2019) ( Wang et al, 2019 ) Principal Component Analysis 2713 adults in São Paulo, Brazil Self-reported conditions Schiltzet al (2017) ( Schiltz et al, 2017 ) Classification/regression trees and random forest 5771 people from US aged 65+ years Self-reported conditions linked to Medicare claims Haug et al (2020) ( Haug et al, 2020 ) Hierarchical clustering 5M patients in Austria EHR Bueno et al (2018) ( Bueno et al, 2018 ) Hidden Markov Models Dutch patients with comorbidities related to atherosclerosis EHR Violán et al (2018) ( Violán et al, 2018 ) K-means non-hierarchical cluster analysis 400 patients aged 45−64 years from Spain EHR ...…”
Section: Current State Of Methodologymentioning
confidence: 99%
“…Hence, the country has a drug shortage for some of these medicines and those for chronic non-communicable diseases (NCDs) and older individuals. Iran has high rates of chronic non-communicable diseases such as cancer, diabetes, hypertension, etc 17,18 , which has a high financial burden. Even before the COVID-19 outbreak, Iran has difficulties for providing medications for these patients 19 .…”
Section: Accepted Manuscriptmentioning
confidence: 99%