{"title":"Anemia and Cardiometabolic Risk in Indian University Students: Findings from a Health Screening Program.","authors":"Rajiv Yeravdekar, Alaka Chandak","doi":"10.1007/s44197-026-00597-w","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>College students represent a population that is considered clinically at low risk; yet, early adulthood constitutes a crucial time point when nutritional and metabolic risks manifest themselves. This retrospective observational study evaluated anemia, blood pressure, and body mass index (BMI) characteristics of college students undergoing a health screening examination organized by their university in India.</p><p><strong>Methods: </strong>Anonymized electronic health records were analyzed for 13,628 college students between the ages of 18 and 30 years old attending annual health screening from 1 June 2023 to 31 May 2024. The sample consisted of 77.2% of the eligible students. BMI, blood pressure, and hemoglobin levels were classified according to international standards. Gender-based differences were explored through chi-square tests and Cramer's V measures. Association between anemia and screening-confirmed hypertension was assessed using Pearson correlations and multiple logistic regression. In addition, model discrimination, calibration, classification parameters, and internal validation were evaluated.</p><p><strong>Results: </strong>There were 7,012 (51.5%) female students and 6,616 (48.5%) male students in the sample population. In total, 47.3% of the students were either overweight or obese, 8,081 (59.3%) fulfilled the criteria for high blood pressure according to the ACC/AHA guidelines, while 7,227 (53.0%) fulfilled WHO guidelines for anemia based on gender. Hypertension screening was also more common among men (66.6%) compared to women (52.4%; p < 0.001). In the adjusted models, being male was significantly linked with anemia and hypertension screening, while being overweight was significantly linked with hypertension screening.</p><p><strong>Conclusion: </strong>This study showed the high prevalence of undiagnosed anemia and cardiometabolic risks among university students, suggesting the importance of health promoting universities in systematic screening programs and follow-ups.</p>","PeriodicalId":15796,"journal":{"name":"Journal of Epidemiology and Global Health","volume":" ","pages":""},"PeriodicalIF":4.0000,"publicationDate":"2026-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13575005/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Epidemiology and Global Health","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s44197-026-00597-w","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0
Abstract
Background: College students represent a population that is considered clinically at low risk; yet, early adulthood constitutes a crucial time point when nutritional and metabolic risks manifest themselves. This retrospective observational study evaluated anemia, blood pressure, and body mass index (BMI) characteristics of college students undergoing a health screening examination organized by their university in India.
Methods: Anonymized electronic health records were analyzed for 13,628 college students between the ages of 18 and 30 years old attending annual health screening from 1 June 2023 to 31 May 2024. The sample consisted of 77.2% of the eligible students. BMI, blood pressure, and hemoglobin levels were classified according to international standards. Gender-based differences were explored through chi-square tests and Cramer's V measures. Association between anemia and screening-confirmed hypertension was assessed using Pearson correlations and multiple logistic regression. In addition, model discrimination, calibration, classification parameters, and internal validation were evaluated.
Results: There were 7,012 (51.5%) female students and 6,616 (48.5%) male students in the sample population. In total, 47.3% of the students were either overweight or obese, 8,081 (59.3%) fulfilled the criteria for high blood pressure according to the ACC/AHA guidelines, while 7,227 (53.0%) fulfilled WHO guidelines for anemia based on gender. Hypertension screening was also more common among men (66.6%) compared to women (52.4%; p < 0.001). In the adjusted models, being male was significantly linked with anemia and hypertension screening, while being overweight was significantly linked with hypertension screening.
Conclusion: This study showed the high prevalence of undiagnosed anemia and cardiometabolic risks among university students, suggesting the importance of health promoting universities in systematic screening programs and follow-ups.
期刊介绍:
The Journal of Epidemiology and Global Health is an esteemed international publication, offering a platform for peer-reviewed articles that drive advancements in global epidemiology and international health. Our mission is to shape global health policy by showcasing cutting-edge scholarship and innovative strategies.