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

Table 5.

Predicting likelihood for initiation and sustenance of technology non-users (n = 155) 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 1.965 ** - 1.899 ** - 0.909 * - 0.596 -
Age −0.466 * −0.179 −0.450* −0.172 −0.317 −0.121 −0.286 −0.110
Sex 0.459 * 0.180 0.567 ** 0.222 0.358 * 0.140 0.372 * 0.146
Income 0.066 0.090 0.063 0.085 0.025 0.035 0.036 0.049
Social isolation 0.033 0.095 0.021 0.059 −0.009 −0.027 −0.005 −0.014
Participatory dialogue - - 0.099 ** 0.030 0.051 * 0.154 0.039 0.117
Changes in the physical environment - - - - 0.190 ** 0.526 0.109 ** 0.300
Behavioral confidence - - - - - - 0.109 ** 0.293
R2 0.083 - 0.166 - 0.400 - 0.430 -
F 2.23 * - 4.18 ** - 12.17 ** - 12.18 ** -
ΔR2 0.083 - 0.083 - 0.234 - 0.030 -
ΔF2 2.23 * - 14.61 ** - 56.99 ** - 7.76 ** -
The likelihood for Sustenance as a dependent variable
Constant 1.639 ** - 0.092 - 0.052 - 0.006 -
Age −0.221 −0.087 0.103 0.041 0.079 0.031 0.030 0.012
Sex 0.443 * 0.180 0.288 0.117 0.311 0.126 0.323 * 0.131
Income 0.018 0.025 −0.023 −0.033 −0.026 −0.037 −0.041 −0.058
Social isolation 0.072 ** 0.211 0.057 * 0.167 0.54 * 0.159 * 0.048 0.141
Emotional transformation - - 0.215 ** 0.602 0.106 * 0.295 0.052 0.144
Practice for change - - - - 0.117 * 0.341 0.072 0.208
Changes in the social environment - - - - - - 0.140 ** 0.393
R2 0.092 - 0.417 - 0.439 - 0.513 -
F 2.495 * - 15.05 ** - 14.3 ** - 16.94 ** -
ΔR2 0.092 - 0.326 - 0.021 - 0.074 -
ΔF2 2.50 * - 82.5 ** - 5.55 * - 21.94 ** -

* p-value < 0.05; ** p-value < 0.001.