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An exploration of diabetic foot screening procedures data by a multiple correspondence analysis Cover

An exploration of diabetic foot screening procedures data by a multiple correspondence analysis

Open Access
|Nov 2016

Figures & Tables

Table 1

Risk status classification.

CategoryDescription
1Normal sensation, palpable pedal pulses, no foot deformity
2Impaired sensation, no foot deformity
3Absent pedal pulses, normal sensation, no foot deformity
4
  • Combination: foot deformity and impaired sensation and / or absent foot pulses

  • Previous ulcer or amputation

  • Charcot foot

Table 2

The Burt matrix, the presentation of crosstabulations reduced to the first two variables and the last variable (the complete matrix at (19)).

SEXFSEXMNSY0NSY1AMP0AMP1Total
SEXF5193025192674516726124632
SEXM0640138762525635744153624
NSY02519387663950637619153480
NSY12674252505199514851124776
AMP05167635763765148115240276576
AMP1264419510701680
Total12463215362415348012477627657616806678144
Table 3

The matrix of row profiles (source: Table 2).

SEXFSEXMNSY0NSY1AMP0AMP1Total
SEXF4.16670.00002.02122.14554.14580.0209100
SEXM0.00004.16672.52301.64364.13800.0286100
NSY01.64132.52544.16670.00004.15430.0124100
NSY12.14302.02360.00004.16674.12580.0409100
AMP01.86822.29852.30531.86134.16670.0000100
AMP11.54762.61901.13103.03570.00004.1667100
Total1.86632.30042.29821.86844.14150.0252100
Table 4

The first two principal coordinates of the matrix Y.

1. principal coordinate2. principal coordinate
SEXF0.0455450.264007
SEXM-0.036950-0.214184
NSY0-0.337288-0.219527
NSY10.4148790.270028
HVA0-0.071098-0.165217
HVA10.3406440.791587
AMP0-0.011657-0.010940
AMP11.9190021.801034
Table 5

The adjustment of inertias.

Singular values δiBurt principal inertia λiAdjusted inertia λ~kPercentage of adjusted inertiaCumulative percentage of adjusted inertia16 32 48 64 80
10.205830.042370.0293466.7218266.72182**********************
20.119830.014360.0066515.1259281.84773***
30.073240.005360.001092.4680684.31580*
40.063690.004060.000531.2008385.51663
50.049690.002470.000070.1593885.67600
60.047430.002250.000040.0822485.75824
70.043980.001930.000010.0132585.77149
80.041960.001760.000000.0002185.77170
90.041740.043980.001740.000000.0000185.77171
ϕ¯2 = 0.04398
Figure 1

A two-dimensional map – a display of all categories (extended labels in Appendix 2).

Figure 2

A zoom-in display of the upper part of Figure 2.

DOI: https://doi.org/10.1515/sjph-2017-0009 | Journal eISSN: 1854-2476 | Journal ISSN: 0351-0026
Language: English, Slovenian
Page range: 65 - 73
Submitted on: Feb 16, 2016
Accepted on: Aug 16, 2016
Published on: Nov 7, 2016
Published by: National Institute of Public Health, Slovenia
In partnership with: Paradigm Publishing Services

© 2016 Vilma Urbančič Rovan, Jože Rovan, published by National Institute of Public Health, Slovenia
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.