Cardiovascular disease risk factors among Latino farmworkers in Oregon

López-Cevallos, Daniel; Escutia, Gabriela; González-Peña, Yuritzy; Garside, Leda I.

doi:10.1016/j.annepidem.2019.10.002

Cited by 8 publications

(14 citation statements)

References 14 publications

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“…Of the primary outcomes observed in the present review, 36 studies investigated hypertension [14][15][16]28,31,33,[38][39][40]44,46,48 [15,34,40,45,60,65,77], and 7 MetS [16,40,60,64,65,77]. Of the total studies reviewed, 21 analyzed at least three factors of MetS [14][15][16]33,34,37,39,40,44,46,50,54,60,61,[63][64][65]67,70,77,78]. With regard to secondary outcomes, only two studies assessed sleep duration [34,44] (Table 6).…”

Section: Outcomes For Latinos In the Usamentioning

confidence: 94%

“…Length of residence of the immigrants in the USA was assessed in 36 studies. Of these publications, 12 stratified length of residence into <10 years and >10 years [26,28,32,34,35,38,39,42,58,70,78,81]. The other studies included immigrants with <10 years of residence in the USA [30,65], <15 and >15 years [29,44,53,54,56], <20 and >20 years [41,50,66,74,80], or <25 and >25 years of residence [14].…”

Section: Study Characteristicsmentioning

confidence: 99%

“…Immigrant-Related Health-, Dietary-, and Lifestyle-Related Community-Related generational status [14] nativity [26,35,42,54,72] health behaviors [16,34] immigrant concentration [49,68] length of residence in USA [14,26,36,39,47,72,81] agricultural work [31,33,61] health assimilation; health literacy; nutrition transition; dietary characteristics [41,47,51,80] community factors [58,68] migration history [34] income; sociodemographic factors [31,32,47,53,68,70] healthcare services access and utilization [56,62] immigration [15,[27][28][29][30][31]45,82] ethnicity [37,44] food insecurity [64,65] acculturation …”

Section: Immigration-relatedmentioning

confidence: 99%

“…In total, 17 articles analyzed work-related factors [16,31,33,39,41,43,44,46,47,53,55,61,64,[66][67][68],70] and 9 described participant occupations, of which 4 involved rural or agricultural workers [31,33,61,70], 2 taxi/for-hire vehicle drivers, 1 professional/management and support services workers [44], and 1 female homemakers and others [66], while 1 encompassed a broad group of workers [16], dividing participants into: skilled professional, semiskilled white-collar, clerical, semiskilled blue-collar, unskilled service, laborer, or farmworker; homemaker; and unemployed or student. Four studies addressed the issue of immigrant documentation in their results [43,46,61,76] and 19 included information on holding health insurance or otherwise [28,31,33,36,37,39,40,45,46,49,[54][55][56][57]63,68,75,78,…”

Section: Immigration-relatedmentioning

confidence: 99%

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Systematic Review and Meta-Analysis of Metabolic Syndrome and Its Components in Latino Immigrants to the USA

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Andrade

et al. 2023

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The Metabolic Syndrome (MetS) is an increasingly prevalent condition globally. Latino populations in the USA have shown an alarming increase in factors associated with MetS in recent years. The objective of the present systematic review was to determine the prevalence of MetS and its risk factors in immigrant Latinos in the USA and perform a meta-analysis of those prevalence. The review included cross-sectional, cohort, or case–control studies involving adult immigrant Latinos in the USA, published during the period 1980–2020 in any language. Studies involving individuals who were pregnant, aged <18 years, immigrant non-Latinos, published outside the 1980–2020 period, or with other design types were excluded. The Pubmed, Web of Science, Embase, Lilacs, Scielo, and Google Scholar databases were searched. The risk of bias was assessed using the checklists of the Joanna Briggs Institute. The review included 60 studies, and the meta-analysis encompassed 52 studies. The pooled prevalence found for hypertension, diabetes, general obesity, and abdominal obesity were 28% (95% Confidence Interval (CI): 23–33%), 17% (95% CI: 14–20%), 37% (95% CI: 33–40%), and 54% (95% CI: 48–59%), respectively. The quality of the evidence of the primary studies was classified as low or very low. Few studies including immigrants from South America were identified. Further studies of those immigrants are needed due to the cultural, dietary, and language disparities among Latin American countries. The research protocol was registered with the Open Science Framework (OSF).

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Section: Outcomes For Latinos In the Usamentioning

confidence: 94%

Section: Study Characteristicsmentioning

confidence: 99%

Section: Immigration-relatedmentioning

confidence: 99%

Section: Immigration-relatedmentioning

confidence: 99%

See 2 more Smart Citations

Systematic Review and Meta-Analysis of Metabolic Syndrome and Its Components in Latino Immigrants to the USA

Paixão

Teixeira

Andrade

et al. 2023

IJERPH

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“…C ARDIOVASCULAR disease (CVD) is a group of diseases that includes hypertension, coronary heart disease (CHD), heart failure, cerebrovascular accident (CVAalso known as stroke), peripheral vascular disease (PVD), ischemic heart disease, etc. and is taking a massive toll on the public health ( [1], [2]). The World Health Organization (WHO) considers CVD as a primary cause of death worldwide [3].…”

Section: Introductionmentioning

confidence: 99%

Risk Factors and Comorbidities Associated to Cardiovascular Disease in Qatar: A Machine Learning Based Case-Control Study

et al. 2021

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Cardiovascular disease (CVD) is reported to be the leading cause of mortality in the middle eastern countries, including Qatar. But no comprehensive study has been conducted on the Qatar specific CVD risk factors identification. The objective of this case-control study was to develop machine learning (ML) model distinguishing healthy individuals from people having CVD, which could ultimately reveal the list of potential risk factors associated with CVD in Qatar. To the best of our knowledge, this study considered the largest collection of biomedical measurements representing the anthropometric measurements, clinical biomarkers, bioimpedance, spirometry, VICORDER readings, and behavioral factors of the CVD group from Qatar Biobank (QBB). CatBoost model achieved 93% accuracy, thereby outperforming the existing model for the same purpose. Interestingly, combining multimodal datasets into the proposed ML model outperformed the ML model built upon currently known risk factors for CVD, emphasizing the importance of incorporating other clinical biomarkers into consideration for CVD diagnosis plan. The ablation study on the multimodal dataset from QBB revealed that physio-clinical and bioimpedance measurements have the most distinguishing power to classify these two groups irrespective of gender and age of the participants. Multiple feature subset selection techniques confirmed known CVD risk factors (blood pressure, lipid profile, smoking, sedentary life, and diabetes), and identified potential novel risk factors linked to CVD-related comorbidities such as renal disorder (e.g., creatinine, uric acid, homocysteine, albumin), atherosclerosis (intima media thickness), hypercoagulable state (fibrinogen), and liver function (e.g., alkaline phosphate, gamma-glutamyl transferase). Moreover, the inclusion of the proposed novel factors into the ML model provides better performance than the model with traditional known risk factors for CVD. The association of the proposed risk factors and comorbidities are required to be investigated in clinical setup to understand their role in CVD better.

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Statin Eligibility and Prescribing Across Racial, Ethnic, and Language Groups over the 2013 ACC/AHA Guideline Change: a Retrospective Cohort Analysis from 2009 to 2018

et al. 2023

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Cardiovascular disease risk factors among Latino farmworkers in Oregon

Cited by 8 publications

References 14 publications

Systematic Review and Meta-Analysis of Metabolic Syndrome and Its Components in Latino Immigrants to the USA

Systematic Review and Meta-Analysis of Metabolic Syndrome and Its Components in Latino Immigrants to the USA

Risk Factors and Comorbidities Associated to Cardiovascular Disease in Qatar: A Machine Learning Based Case-Control Study

Statin Eligibility and Prescribing Across Racial, Ethnic, and Language Groups over the 2013 ACC/AHA Guideline Change: a Retrospective Cohort Analysis from 2009 to 2018

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