Statistical Analysis by Linear Regression of the Prevalence of Flatfoot in Preschool Children of a Mexican Community

被引:0
作者
Cabrera-Perez, Carlos I. [1 ]
Lopez-Valdez, Juan A. [1 ]
Rostro-Gonzalez, Horacio [2 ]
Cano-Lara, Jatziry S. [3 ]
Cano-Lara, Miroslava [1 ]
机构
[1] TecNM ITS Irapuato, Ingn Mecatron, Irapuato, Gto, Mexico
[2] Univ Ramon Llull, Grp Engn Prod Ind, Barcelona, Spain
[3] Unidad Med Alta Especialidad, Dept Nutr, Leon, Gto, Mexico
来源
INGENIERIA | 2024年 / 29卷 / 01期
关键词
flatfoot; statistical method; linear regression; MEDIAL LONGITUDINAL ARCH;
D O I
10.14483/23448393.21003
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Context: In Mexico's rural towns, it is essential to generate a culture of studying the prevalence of flat feet in children aged 3 to 5, whose arch is still in development and can be corrected. By means of a computer application, statistical bar graph and correlation studies via linear regression can validate the results obtained regarding the categorization of infants' footprint type, which are acquired through the Hernandez Corvo index (HCI), Clarke's angle protocol (CA), the Staheli index (SI), the Chippaux index (CI), and the body mass index (BMI). Methods: A statistical analysis of the plantar footprint of 95 infants in a rural region of Mexico was carried out, employing a computational technique together with a photo-podoscope. Footprint images were acquired, processed, and classified. The footprint type was categorized with respect to the HCI, CA, and the Staheli-Chippaux index (SCI). The footprint distribution was validated via the linear regression method. Results: We evidenced a prevalence of flat foot of 54,7% in relation to HCI, 58,9% in relation to CA, and 61,05% in relation to SCI, where the male gender was shown to be more susceptible (up to 28, 32, and 33 cases, respectively). The best prediction was obtained using the SI and the CI: 90,7 and 87,0% for the right and left feet, with a positive increase. No dependence on body composition was observed. Conclusions: The diagnosis of the type of footstep, in its normal, cavus, and flat categories, shows the prevalence of flat feet among infants aged 3 to 5, with at least 28 cases, mostly male and without dependence on weight. Although it is difficult to perform plantar footprint diagnoses in the rural communities of Mexico, this statistical study highlights the importance of monitoring foot development in preschool infants with the advantages and practicality of computational techniques.
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页数:10
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共 20 条
  • [1] Aco-Luna J A, 2019, Acta Ortop Mex, V33, P289
  • [2] Statistics review 7: Correlation and regression
    Bewick, V
    Cheek, L
    Ball, J
    [J]. CRITICAL CARE, 2003, 7 (06): : 451 - 459
  • [3] Cano M., INT C MECH EL UNPUB
  • [4] Espichan M. R., 2015, thesis
  • [5] Ferrin C., 2014, Revista Colombiana de Tecnologias Avanzadas, V1, P80, DOI [10.24054/rcta.v1i23.1893, DOI 10.24054/RCTA.V1I23.1893]
  • [6] Flores Cu A., 2020, thesis, DOI [10.13140/RG.2.2.32331.77604, DOI 10.13140/RG.2.2.32331.77604]
  • [7] Fuentes-Venado CE, 2020, BOL MED HOSP INFANT, V77, P312, DOI [10.24875/bmhim.20000135, 10.24875/BMHIM.20000135]
  • [8] Gonzalez-Martin C, 2017, COLOMB MEDICA, V48, P25
  • [9] Koirala S., 2021, Austin J. Anatomy, V8, P1, DOI [10.26420/austinjanat.2021.1095, DOI 10.26420/AUSTINJANAT.2021.1095]
  • [10] Lara Dieguez S., 2011, RETOS. Nuevas Tendencias en Educacion Fisica, Deporte y Recreacion, P49, DOI [10.47197/retos.v0i19.34637, DOI 10.47197/RETOS.V0I19.34637]