Cent Eur J Public Health 2026, 34(1):47-52 | DOI: 10.21101/cejph.a8533
Correlation between waist-to-height ratio and other anthropometric indices in the Bosnian elderly
- 1 Department of Human Physiology, Faculty of Medicine, University of Sarajevo, Sarajevo, Bosnia and Herzegovina
- 2 Ilidža Primary Health Care Centre, Sarajevo, Bosnia and Herzegovina
Objectives: The objective of the present study was to explore whether gender differences exist in waist-to-height ratio (WtHR) values and to assess the correlation between WtHR and other obesity indicators after categorising older adults of Bosnian descent based on the presence or absence of abdominal obesity.
Methods: The study included 151 inhabitants of the Geriatric Centre in Sarajevo, Bosnia and Herzegovina, aged 65 years and older (66 males and 85 females). Anthropometric indices and blood pressure values were measured by standard methods. WtHR was calculated using the following formula: waist circumference (WC) (cm)/height (cm). Differences between compared groups were analysed using the Student's t-test, Mann-Whitney U test or chi-square test. Correlations were assessed by Spearman's or Pearson's test.
Results: Females had significantly higher WtHR values compared to males. Significant positive correlation was determined between WtHR and body mass index (BMI), WC, hip circumference (HC), neck circumference (NC), mid-upper arm circumference (MUAC), calf circumference (CC), and the weight-adjusted waist index (WWI) in both male and female elderly individuals. In elderly participants with abdominal obesity, there was a statistically significant positive correlation between WtHR and all of the tested anthropometric indices. Amongst elderly participants without abdominal obesity, a statistically significant positive correlation was observed between WtHR and BMI, WC, MUAC, and the WWI. However, no statistically significant correlations were observed between WtHR and HC, NC or CC in elderly participants without abdominal obesity.
Conclusions: The results of this study imply that WtHR is a valid parameter for assessing abdominal obesity in elderly individuals. The observed WtHR values indicate that women are at greater health risk than men. Given the high prevalence of sarcopenic obesity in older adults and the demonstrated limitations of BMI, we propose that WtHR should be incorporated into routine clinical practice for obesity assessment in this age group.
Klíčová slova: waist-to-height ratio, elderly, anthropometry, obesity, sarcopenia
Vloženo: 24. leden 2025; Revidováno: 3. listopad 2025; Přijato: 3. listopad 2025; Zveřejněno online: 12. únor 2026; Zveřejněno: 31. březen 2026 Zobrazit citaci
| ACS | AIP | APA | ASA | Harvard | Chicago | Chicago Notes | IEEE | ISO690 | MLA | NLM | Turabian | Vancouver |
Reference
- Global Nutrition Report. Country nutrition profiles. Bosnia and Herzegovina [Internet]. 2020 [cited 2025 Jan 10]. Available from: https://globalnutritionreport.org/resources/nutrition-profiles/europe/southern-europe/bosnia-and-herzegovina/.
- Alberti KG, Eckel RH, Grundy SM, Zimmet PZ, Cleeman JI, Donato KA, et al. Harmonizing the metabolic syndrome: a joint interim statement of the International Diabetes Federation Task Force on Epidemiology and Prevention; National Heart, Lung, and Blood Institute; American Heart Association; World Heart Federation; International Atherosclerosis Society; and International Association for the Study of Obesity. Circulation. 2009 Oct 20;120(16):1640-5.
Přejít k původnímu zdroji...
Přejít na PubMed... - Ashwell M, Gunn P, Gibson S. Waist-to-height ratio is a better screening tool than waist circumference and BMI for adult cardiometabolic risk factors: systematic review and meta-analysis. Obes Rev. 2012 Mar;13(3):275-86.
Přejít k původnímu zdroji...
Přejít na PubMed... - Lo K, Wong M, Khalechelvam P, Tam W. Waist-to-height ratio, body mass index and waist circumference for screening paediatric cardio-metabolic risk factors: a meta-analysis. Obes Rev. 2016 Dec;17(12):1258-75.
Přejít k původnímu zdroji...
Přejít na PubMed... - Zhang FL, Ren JX, Zhang P, Jin H, Qu Y, Yu Y, et al. Strong association of Waist Circumference (WC), Body Mass Index (BMI), Waist-to-Height Ratio (WHtR), and Waist-to-Hip Ratio (WHR) with diabetes: a population-based cross-sectional study in Jilin Province, China. J Diabetes Res. 2021 May 14;2021:8812431. doi: 10.1155/2021/8812431.
Přejít k původnímu zdroji...
Přejít na PubMed... - Lu P, Zhu L, Hu L, Bao H, Huang X, Zhou W, et al. Association of waist-to-height ratio with hypertension and its subtypes in southern China. J Hum Hypertens. 2022 Aug;36(8):775-80.
Přejít k původnímu zdroji...
Přejít na PubMed... - Pang Y, Kartsonaki C, Guo Y, Chen Y, Yang L, Bian Z, et al. Central adiposity in relation to risk of liver cancer in Chinese adults: a prospective study of 0.5 million people. Int J Cancer. 2019 Sep 1;145(5):1245-53.
Přejít k původnímu zdroji...
Přejít na PubMed... - Lo K, Liu Q, Allison M, Feng YQ, Chan K, Phillips L, et al. Prospective associations of waist-to-height ratio with cardiovascular events in postmenopausal women: results from the Women's Health Initiative. Diabetes Care. 2019 Sep;42(9):e148-9.
Přejít k původnímu zdroji...
Přejít na PubMed... - Meseri R, Ucku R, Unal B. Waist: height ratio: a superior index in estimating cardiovascular risks in Turkish adults. Public Health Nutr. 2014 Oct;17(10):2246-52.
Přejít k původnímu zdroji...
Přejít na PubMed... - Feng Q, Bešević J, Conroy M, Omiyale W, Woodward M, Lacey B, et al. Waist-to-height ratio and body fat percentage as risk factors for ischemic cardiovascular disease: a prospective cohort study from UK Biobank. Am J Clin Nutr. 2024 Jun;119(6):1386-96.
Přejít k původnímu zdroji...
Přejít na PubMed... - Pasdar Y, Moradi S, Moludi J, Saiedi S, Moradinazar M, Hamzeh B, et al. Waist-to-height ratio is a better discriminator of cardiovascular disease than other anthropometric indicators in Kurdish adults. Sci Rep. 2020 Oct 1;10(1):16228. doi: 10.1038/s41598-020-73224-8.
Přejít k původnímu zdroji...
Přejít na PubMed... - Peer N, Lombard C, Steyn K, Levitt N. Waist-to-height ratio is a useful indicator of cardio-metabolic risk in South Africa. Fam Pract. 2020 Feb 19;37(1):36-42.
Přejít k původnímu zdroji...
Přejít na PubMed... - Vikram NK, Latifi AN, Misra A, Luthra K, Bhatt SP, Guleria R, et al. Waist-to-height ratio compared to standard obesity measures as predictor of cardiometabolic risk factors in Asian Indians in North India. Metab Syndr Relat Disord. 2016 Dec;14(10):492-9.
Přejít k původnímu zdroji...
Přejít na PubMed... - Browning LM, Hsieh SD, Ashwell M. A systematic review of waist-to-height ratio as a screening tool for the prediction of cardiovascular disease and diabetes: 0.5 could be a suitable global boundary value. Nutr Res Rev. 2010 Dec;23(2):247-69.
Přejít k původnímu zdroji...
Přejít na PubMed... - Corrêa MM, Thumé E, De Oliveira ER, Tomasi E. Performance of the waist-to-height ratio in identifying obesity and predicting non-communicable diseases in the elderly population: A systematic literature review. Arch Gerontol Geriatr. 2016 Jul-Aug;65:174-82.
Přejít k původnímu zdroji...
Přejít na PubMed... - Sweatt K, Garvey WT, Martins C. Strengths and limitations of BMI in the diagnosis of obesity: what is the path forward? Curr Obes Rep. 2024 Sep;13(3):584-95.
Přejít k původnímu zdroji...
Přejít na PubMed... - Dong J, Wang SS, Chu X, Zhao J, Liang YZ, Yang YB, et al. Optimal cut-off point of waist to height ratio in Beijing and its association with clusters of metabolic risk factors. Curr Med Sci. 2019 Apr;39(2):330-6.
Přejít k původnímu zdroji...
Přejít na PubMed... - Wong MCS, Huang J, Wang J, Chan PSF, Lok V, Chen X, et al. Global, regional and time-trend prevalence of central obesity: a systematic review and meta-analysis of 13.2 million subjects. Eur J Epidemiol. 2020 Jul;35(7):673-83.
Přejít k původnímu zdroji...
Přejít na PubMed... - National Institute for Health and Care Excellence. Obesity: identification, assessment and management. NICE guideline, no. 189 [Internet]. London: NICE; 2023 [cited 2025 Jan 20]. Available from: https://www.ncbi.nlm.nih.gov/books/NBK588750/.
- Corrêa MM, Tomasi E, Thumé E, Oliveira ERA, Facchini LA. Waist-to-height ratio as an anthropometric marker of overweight in elderly Brazilians. Cad Saude Publica. 2017 Jun 12;33(5):e00195315. doi: 10.1590/0102-311X00195315.
Přejít k původnímu zdroji...
Přejít na PubMed... - Ashtary-Larky D, Daneghian S, Alipour M, Rafiei H, Ghanavati M, Mohammadpour R, et al. Waist circumference to height ratio: better correlation with fat mass than other anthropometric indices during dietary weight loss in different rates. Int J Endocrinol Metab. 2018 Aug 28;16(4):e55023. doi: 10.5812/ijem.55023.
Přejít k původnímu zdroji...
Přejít na PubMed... - Tomas Ž, Škarić-Jurić T, Zajc Petranović M, Jalšovec M, Rajić Šikanjić P, Smolej Narančić N. Waist to height ratio is the anthropometric index that most appropriately mirrors the lifestyle and psychological risk factors of obesity. Nutr Diet. 2019 Nov;76(5):539-45.
Přejít k původnímu zdroji...
Přejít na PubMed... - Guzmán-García JM, Romero-Saldaña M, Molina-Recio G, Álvarez-Fernández C, Raya-Cano E, Molina-Luque R. Diagnostic accuracy of the waist-to-height ratio and other anthropometric indices for metabolically healthy obesity in the working population. Front Nutr. 2022 Nov 16;9:962054. doi: 10.3389/fnut.2022.962054.
Přejít k původnímu zdroji...
Přejít na PubMed... - Raele R, Lotufo PA, Bittencourt MS, de Jesus M Fonseca M, Goulart AC, Santos IS, et al. The association of waist-to-height ratio and other anthropometric measurements with subclinical atherosclerosis: results from the Brazilian longitudinal study of adult health (ELSA-Brasil). Nutr Metab Cardiovasc Dis. 2020 Oct 30;30(11):1989-98.
Přejít k původnímu zdroji...
Přejít na PubMed... - Zhang L, Chen B, Xie X, Zhao J, Wei J, Zhang Q, et al. Association of waist-to-height ratio, metabolic syndrome, and carotid atherosclerosis in individuals with a high risk of stroke: a cross-sectional study of 9605 study participants. Metab Syndr Relat Disord. 2020 Oct;18(8):381-8.
Přejít k původnímu zdroji...
Přejít na PubMed... - Mahmoud I, Al-Wandi AS, Gharaibeh SS, Mohamed SA. Concordances and correlations between anthropometric indices of obesity: a systematic review. Public Health. 2021 Sep;198:301-6.
Přejít k původnímu zdroji...
Přejít na PubMed... - Mabiama G, Adiogo D, Preux PM, Desport JC, Fayemendy P, Jésus P. Nutritional status and associated factors among community-dwelling elderly. Clin Nutr ESPEN. 2021 Oct;45:220-8.
Přejít k původnímu zdroji...
Přejít na PubMed... - Bosello O, Vanzo A. Obesity paradox and aging. Eat Weight Disord. 2021 Feb;26(1):27-35.
Přejít k původnímu zdroji...
Přejít na PubMed...



