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. 2021 Jul 1;9(7):838. doi: 10.3390/healthcare9070838

Table 4.

Predicting likelihood for initiation and sustenance of technology users (n = 227) through HRM.

Variables Model 1 Model 2 Model 3 Model 4
B β B β B β B β
The Likelihood for Initiation as a Dependent Variable
Constant 2.34 ** - 2.23 ** - 1.22 ** - 0.59 -
Age −0.074 −0.028 −0.176 −0.067 −0.015 −0.006 −0.016 −0.006
Sex −0.130 −0.056 −0.107 −0.046 −0.155 −0.067 −0.140 −0.060
Income 0.054 0.083 0.059 0.090 −0.012 −0.019 0.003 0.005
Social isolation 0.056 0.146 0.046 0.119 0.023 0.059 0.017 0.043
Participatory dialogue - - 0.105 ** 0.307 0.056 ** 0.163 0.054 * 0.158
Changes in the physical environment - - - - 0.176 ** 0.472 0.053 * 0.143
Behavioral confidence - - - - - - 0.184 ** 0.455
R2 0.038 - 0.130 - 0.310 - 0.408 -
F 1.43 - 4.64 ** - 12.19 ** - 16.55 ** -
ΔR2 0.038 - 0.092 - 0.180 - 0.098 -
ΔF2 1.43 - 23.03 ** - 56.75 ** - 35.74 ** -
The Likelihood for Sustenance as a Dependent Variable
Constant 2.51 ** - 1.12 ** - 0.94 ** - 0.80 ** -
Age −0.011 −0.005 0.059 0.024 0.122 0.050 0.167 0.069
Sex −0.161 −0.075 −0.153 −0.071 −0.165 −0.076 −0.161 −0.074
Income 0.035 0.059 0.005 0.008 −0.003 −0.005 −0.017 −0.027
Social isolation 0.029 0.082 −0.005 −0.014 −0.005 −0.014 −0.012 −0.032
Emotional transformation - - 0.218 ** 0.619 0.138 ** 0.390 0.115 ** 0.326
Practice for change - - - - 0.100 ** 0.282 0.086 ** 0.243
Changes in the social environment - - - - - - 0.061 * 0.169
R2 0.040 - 0.408 - 0.433 - 0.449 -
F 1.507 - 21.46 ** - 20.68 ** - 19.55 ** -
ΔR2 0.040 - 0.368 - 0.025 - 0.016 -
ΔF2 1.507 - 135.64 ** - 9.40 ** - 6.389 * -

B (Unstandardized coefficient); β (Standardized coefficient), * p-value < 0.05; ** p-value < 0.001.