Skip to main content

2023 | OriginalPaper | Buchkapitel

Validation of Height-for-Age and BMI-for-Age Z-scores Assessment Using Android-Based Mobile Apps

verfasst von : Valerii Erkudov, Sergey Lytaev, Kenjabek Rozumbetov, Andrey Pugovkin, Azat Matchanov, Sergey Rogozin

Erschienen in: Bioinformatics and Biomedical Engineering

Verlag: Springer Nature Switzerland

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The WHO's standards for analysis and presentation of anthropometric data is widely recognized as the best system. This study was aimed to assess the agreement of calculation of height-for-age and BMI-for-age Z-scores according to WHO growth charts using of two randomly selected mobile apps in two cohorts of European and Asian subjects. In 1,347 adolescents aged 13 to 17 years, boys and girls, living in St. Petersburg, Northwest of the Russia (European cohort, 663 subjects) and Nukus, Uzbekistan (Asian cohort 684 subjects) measured body weight and stature. Each child's height-for-age Z-score and BMI-for-age Z-scores were calculated based on WHO Child Growth Standards PC version WHO AntroPlus software and mobile applications. It was performed a Blend-Altman analysis to assess the consistency of Z-scores calculated using WHO AntroPlus software and two mobile apps. The results of the evaluation of the consistency of height-for-age and BMI-for-age Z-scores obtained using WHO AntroPlus software and mobile applications showed that Android-based mobile applications systematically overestimate Z-scores. However, this error is much smaller than any clinically significant deviations of the physical development evaluation parameters both in the European and Asian cohort volunteers. Thus, it can be claimed that it is possible to use Android-based mobile applications for growth monitoring and BMI and WHO AntroPlus software for children from 5 to 19. This is especially relevant to the need for «field» monitoring of children's growth and development performed by general practitioners visiting patients at home.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Abu-Arafeh, A., Jordan, H., Drummond, G.: Reporting of method comparison studies: a review of advice, an assessment of current practice, and specific suggestions for future reports. Br. J. Anaesth 117(5), 569–575 (2016)CrossRefPubMed Abu-Arafeh, A., Jordan, H., Drummond, G.: Reporting of method comparison studies: a review of advice, an assessment of current practice, and specific suggestions for future reports. Br. J. Anaesth 117(5), 569–575 (2016)CrossRefPubMed
2.
Zurück zum Zitat Al-Hazzaa, H., et al.: Prevalence of overweight and obesity among saudi children: A comparison of two widely used international standards and the national growth references. Front. Endocrinol. (Lausanne) 13, 954755 (2022) Al-Hazzaa, H., et al.: Prevalence of overweight and obesity among saudi children: A comparison of two widely used international standards and the national growth references. Front. Endocrinol. (Lausanne) 13, 954755 (2022)
3.
Zurück zum Zitat Andolfi, C., Fisichella, P.: Epidemiology of obesity and associated comorbidities. J. Laparoendosc. Adv. Surg. Tech A 28(8), 919–924 (2018)CrossRefPubMed Andolfi, C., Fisichella, P.: Epidemiology of obesity and associated comorbidities. J. Laparoendosc. Adv. Surg. Tech A 28(8), 919–924 (2018)CrossRefPubMed
5.
Zurück zum Zitat Asif, M., et al.: Establishing height-for-age z-score growth reference curves and stunting prevalence in children and adolescents in pakistan. Int. J. Environ. Res. Public Health 19(19), 12630 (2022)CrossRefPubMedPubMedCentral Asif, M., et al.: Establishing height-for-age z-score growth reference curves and stunting prevalence in children and adolescents in pakistan. Int. J. Environ. Res. Public Health 19(19), 12630 (2022)CrossRefPubMedPubMedCentral
6.
Zurück zum Zitat Aslam, M., Mazhar, I., Ali, H., Ismail, T., Matłosz, P., Wyszyńska, J.: Establishing height-for-age Z-score growth reference curves and stunting prevalence in children and adolescents in Pakistan. Int. J. Environ. Res. Public Health 19(19), 12630 (2022)CrossRefPubMedPubMedCentral Aslam, M., Mazhar, I., Ali, H., Ismail, T., Matłosz, P., Wyszyńska, J.: Establishing height-for-age Z-score growth reference curves and stunting prevalence in children and adolescents in Pakistan. Int. J. Environ. Res. Public Health 19(19), 12630 (2022)CrossRefPubMedPubMedCentral
7.
Zurück zum Zitat Braz, V., Lopes, M.H.B.M.: Evaluation of mobile applications related to nutrition. Public Health Nutr. 22(7), 1209–1214 (2019) Braz, V., Lopes, M.H.B.M.: Evaluation of mobile applications related to nutrition. Public Health Nutr. 22(7), 1209–1214 (2019)
8.
Zurück zum Zitat Chang, H., Yang, S., Wang, S., Su, P.: Associations among IGF-1, IGF2, IGF-1R, IGF-2R, IGFBP-3, insulin genetic polymorphisms and central precocious puberty in girls. BMC Endocr. Disord. 18(1), 66 (2018)CrossRefPubMedPubMedCentral Chang, H., Yang, S., Wang, S., Su, P.: Associations among IGF-1, IGF2, IGF-1R, IGF-2R, IGFBP-3, insulin genetic polymorphisms and central precocious puberty in girls. BMC Endocr. Disord. 18(1), 66 (2018)CrossRefPubMedPubMedCentral
9.
Zurück zum Zitat Cho, J., Choi, J., Suh, J., Ryu, S., Cho, S.: Comparison of anthropometric data between Asian and caucasian patients with obstructive sleep apnea: a meta-analysis. Clin. Exp. Otorhinolaryngol. 9(1), 1–7 (2016)CrossRefPubMedPubMedCentral Cho, J., Choi, J., Suh, J., Ryu, S., Cho, S.: Comparison of anthropometric data between Asian and caucasian patients with obstructive sleep apnea: a meta-analysis. Clin. Exp. Otorhinolaryngol. 9(1), 1–7 (2016)CrossRefPubMedPubMedCentral
10.
Zurück zum Zitat de Onis, M., Onyango, A., Borghi, E., Siyam, A., Blössner, M., Lutter, C.: WHO multicentre growth reference study group: worldwide implementation of the WHO child growth standards. Public Health Nutr. 15(9), 1603–10 (2012) de Onis, M., Onyango, A., Borghi, E., Siyam, A., Blössner, M., Lutter, C.: WHO multicentre growth reference study group: worldwide implementation of the WHO child growth standards. Public Health Nutr. 15(9), 1603–10 (2012)
13.
Zurück zum Zitat Fernandez-Luque, L., Labarta, J., Palmer, E., Koledova, E.: Content analysis of apps for growth monitoring and growth hormone treatment: systematic search in the android app store. JMIR Mhealth Uhealth 8(2), e16208 (2020)CrossRefPubMedPubMedCentral Fernandez-Luque, L., Labarta, J., Palmer, E., Koledova, E.: Content analysis of apps for growth monitoring and growth hormone treatment: systematic search in the android app store. JMIR Mhealth Uhealth 8(2), e16208 (2020)CrossRefPubMedPubMedCentral
14.
Zurück zum Zitat Giavarina, D.: Understanding Bland Altman analysis. Biochem. Med. (Zagreb) 25(2), 141–151 (2015)CrossRefPubMed Giavarina, D.: Understanding Bland Altman analysis. Biochem. Med. (Zagreb) 25(2), 141–151 (2015)CrossRefPubMed
15.
Zurück zum Zitat Gong, S., Wang, K., Li, Y., Zhou, Z., Alamian, A.: Ethnic group differences in obesity in Asian Americans in California, 2013–2014. BMC Public Health 21(1), 1589 (2021)CrossRefPubMedPubMedCentral Gong, S., Wang, K., Li, Y., Zhou, Z., Alamian, A.: Ethnic group differences in obesity in Asian Americans in California, 2013–2014. BMC Public Health 21(1), 1589 (2021)CrossRefPubMedPubMedCentral
16.
Zurück zum Zitat Grgic, O., et al.: Skeletal maturation in relation to ethnic background in children of school age: the Generation R Study. Bone 132, 115180 (2020)CrossRefPubMed Grgic, O., et al.: Skeletal maturation in relation to ethnic background in children of school age: the Generation R Study. Bone 132, 115180 (2020)CrossRefPubMed
17.
Zurück zum Zitat Gritsinskaya, V., Novikova, V., Khavkin, A.: Features of linear growth of pupils with different levels of physical development. Clin. Pract. Pediat. 17(1), 79–83 (2022) Gritsinskaya, V., Novikova, V., Khavkin, A.: Features of linear growth of pupils with different levels of physical development. Clin. Pract. Pediat. 17(1), 79–83 (2022)
20.
Zurück zum Zitat Hermanussen, M., Assmann, C., Tutkuviene, J.: Statistical agreement and cost-benefit: comparison of methods for constructing growth reference charts. Ann. Hum. Biol. 37(1), 57–69 (2010)CrossRefPubMed Hermanussen, M., Assmann, C., Tutkuviene, J.: Statistical agreement and cost-benefit: comparison of methods for constructing growth reference charts. Ann. Hum. Biol. 37(1), 57–69 (2010)CrossRefPubMed
21.
Zurück zum Zitat Hwang, I., et al.: Gene polymorphisms in leptin and its receptor and the response to growth hormone treatment in patients with idiopathic growth hormone deficiency. Endocr. J. 68(8), 889–895 (2021)CrossRefPubMed Hwang, I., et al.: Gene polymorphisms in leptin and its receptor and the response to growth hormone treatment in patients with idiopathic growth hormone deficiency. Endocr. J. 68(8), 889–895 (2021)CrossRefPubMed
22.
Zurück zum Zitat Kamruzzaman, M., et al.: The anthropometric assessment of body composition and nutritional status in children aged 2–15 years: a cross-sectional study from three districts in Bangladesh. PLoS ONE 16(9), e0257055 (2021)CrossRefPubMedPubMedCentral Kamruzzaman, M., et al.: The anthropometric assessment of body composition and nutritional status in children aged 2–15 years: a cross-sectional study from three districts in Bangladesh. PLoS ONE 16(9), e0257055 (2021)CrossRefPubMedPubMedCentral
23.
Zurück zum Zitat Khadilkar, V., Shah, N.: Evaluation of children and adolescents with obesity. Indian J. Pediatr. 88(12), 1214–1221 (2021)CrossRefPubMed Khadilkar, V., Shah, N.: Evaluation of children and adolescents with obesity. Indian J. Pediatr. 88(12), 1214–1221 (2021)CrossRefPubMed
24.
Zurück zum Zitat Lamb, M., et al.: Anthropometric proxies for child neurodevelopment in low-resource settings: length- or height-for-age, head circumference or both? J. Dev. Orig. Health Dis. 18, 1–9 (2022) Lamb, M., et al.: Anthropometric proxies for child neurodevelopment in low-resource settings: length- or height-for-age, head circumference or both? J. Dev. Orig. Health Dis. 18, 1–9 (2022)
25.
Zurück zum Zitat Loftus, J., et al.: Individualised growth response optimisation (iGRO) tool: an accessible and easy-to-use growth prediction system to enable treatment optimisation for children treated with growth hormone. J. Pediatr. Endocrinol. Metab. 30(10), 1019–1026 (2017)CrossRefPubMed Loftus, J., et al.: Individualised growth response optimisation (iGRO) tool: an accessible and easy-to-use growth prediction system to enable treatment optimisation for children treated with growth hormone. J. Pediatr. Endocrinol. Metab. 30(10), 1019–1026 (2017)CrossRefPubMed
27.
Zurück zum Zitat Martín-Martín, J., et al.: Evaluation of android and apple store depression applications based on mobile application rating scale. Int. J. Environ. Res. Public Health 18(23), 12505 (2021)CrossRefPubMedPubMedCentral Martín-Martín, J., et al.: Evaluation of android and apple store depression applications based on mobile application rating scale. Int. J. Environ. Res. Public Health 18(23), 12505 (2021)CrossRefPubMedPubMedCentral
28.
Zurück zum Zitat Mittal, M., Gupta, P., Kalra, S., Bantwal, G., Garg, M.: Short stature: understanding the stature of ethnicity in height determination. Indian J. Endocrinol. Metab. 25(5), 381–388 (2021)PubMed Mittal, M., Gupta, P., Kalra, S., Bantwal, G., Garg, M.: Short stature: understanding the stature of ethnicity in height determination. Indian J. Endocrinol. Metab. 25(5), 381–388 (2021)PubMed
29.
Zurück zum Zitat Natale, V., Rajagopalan, A.: Worldwide variation in human growth and the World Health Organization growth standards: a systematic review. BMJ Open 4(1), e003735 (2014)CrossRefPubMedPubMedCentral Natale, V., Rajagopalan, A.: Worldwide variation in human growth and the World Health Organization growth standards: a systematic review. BMJ Open 4(1), e003735 (2014)CrossRefPubMedPubMedCentral
30.
Zurück zum Zitat Orel, V., et al.: Ways of economical production in medical institution risk management. Lect. Notes Comput. Sci. 13320, 237–248 (2022)CrossRef Orel, V., et al.: Ways of economical production in medical institution risk management. Lect. Notes Comput. Sci. 13320, 237–248 (2022)CrossRef
31.
Zurück zum Zitat Osman, W., Tay, G., Alsafar, H.: Multiple genetic variations confer risks for obesity and type 2 diabetes mellitus in Arab descendants from UAE. Int. J. Obes. (Lond.) 42(7), 1345–1353 (2018)CrossRefPubMed Osman, W., Tay, G., Alsafar, H.: Multiple genetic variations confer risks for obesity and type 2 diabetes mellitus in Arab descendants from UAE. Int. J. Obes. (Lond.) 42(7), 1345–1353 (2018)CrossRefPubMed
32.
Zurück zum Zitat Poulimeneas, D., et al.: Comparison of international growth standards for assessing nutritional status in cystic fibrosis: the GreeCF study. J. Pediatr. Gastroenterol. Nutr. 71(1), e35–e39 (2020)CrossRefPubMed Poulimeneas, D., et al.: Comparison of international growth standards for assessing nutritional status in cystic fibrosis: the GreeCF study. J. Pediatr. Gastroenterol. Nutr. 71(1), e35–e39 (2020)CrossRefPubMed
33.
Zurück zum Zitat Pugovkin, A.P., Erkudov, V.O., Lytaev, S.A.: Methodological approaches to the comparison of left ventricular stroke volume values measured by ultrasonic technique or estimated via transfer functions. In: Rojas, I., Castillo-Secilla, D., Herrera, L.J., Pomares, H. (eds.) BIOMESIP 2021. LNCS, vol. 12940, pp. 112–120. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-88163-4_11CrossRef Pugovkin, A.P., Erkudov, V.O., Lytaev, S.A.: Methodological approaches to the comparison of left ventricular stroke volume values measured by ultrasonic technique or estimated via transfer functions. In: Rojas, I., Castillo-Secilla, D., Herrera, L.J., Pomares, H. (eds.) BIOMESIP 2021. LNCS, vol. 12940, pp. 112–120. Springer, Cham (2021). https://​doi.​org/​10.​1007/​978-3-030-88163-4_​11CrossRef
34.
Zurück zum Zitat Sankilampi, U., Saari, A., Laine, T., Miettinen, P.J., Dunkel, L.: Use of electronic health records for automated screening of growth disorders in primary care. JAMA 310(10), 1071–1072 (2013)CrossRefPubMed Sankilampi, U., Saari, A., Laine, T., Miettinen, P.J., Dunkel, L.: Use of electronic health records for automated screening of growth disorders in primary care. JAMA 310(10), 1071–1072 (2013)CrossRefPubMed
35.
Zurück zum Zitat Wallenborn, J., Levine, G., Carreira Dos Santos, A., Grisi, S., Brentani, A., Fink, G.: Breastfeeding, physical growth, and cognitive development. Pediatrics 147(5), e2020008029 (2021) Wallenborn, J., Levine, G., Carreira Dos Santos, A., Grisi, S., Brentani, A., Fink, G.: Breastfeeding, physical growth, and cognitive development. Pediatrics 147(5), e2020008029 (2021)
36.
Zurück zum Zitat Webb, P., Stordalen, G., Singh, S., Wijesinha-Bettoni, R., Shetty, P., Lartey, A.: Hunger and malnutrition in the 21st century. BMJ 361, k2238 (2018)CrossRefPubMedPubMedCentral Webb, P., Stordalen, G., Singh, S., Wijesinha-Bettoni, R., Shetty, P., Lartey, A.: Hunger and malnutrition in the 21st century. BMJ 361, k2238 (2018)CrossRefPubMedPubMedCentral
38.
Zurück zum Zitat Yerkudov, V., et al.: Anthropometric characteristics of young adults in areas with different ecological risks in the Aral Sea Region Uzbekistan. Hum. Ecol. 10, 45–54 (2020)CrossRef Yerkudov, V., et al.: Anthropometric characteristics of young adults in areas with different ecological risks in the Aral Sea Region Uzbekistan. Hum. Ecol. 10, 45–54 (2020)CrossRef
39.
Zurück zum Zitat Zong, X., Li, H.: Construction of a new growth references for China based on urban Chinese children: comparison with the WHO growth standards. PLoS ONE 8(3), e59569 (2013)CrossRefPubMedPubMedCentral Zong, X., Li, H.: Construction of a new growth references for China based on urban Chinese children: comparison with the WHO growth standards. PLoS ONE 8(3), e59569 (2013)CrossRefPubMedPubMedCentral
Metadaten
Titel
Validation of Height-for-Age and BMI-for-Age Z-scores Assessment Using Android-Based Mobile Apps
verfasst von
Valerii Erkudov
Sergey Lytaev
Kenjabek Rozumbetov
Andrey Pugovkin
Azat Matchanov
Sergey Rogozin
Copyright-Jahr
2023
DOI
https://doi.org/10.1007/978-3-031-34953-9_3

Premium Partner