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. 2024 Jul 14;10(14):e34541. doi: 10.1016/j.heliyon.2024.e34541

Table 9.

Coordinates for the PCA.

Perception statements PC1 PC2 PC3 PC4 PC5 PC6
Providers offer technical support to increase access to credit 0.496 0.34 0.043 0.061 −0.308 0.076
Providers train farmers on different food groups 0.763 −0.027 −0.011 −0.022 −0.308 0.152
Providers train farmers on food and nutrition security 0.763 −0.032 0.018 −0.076 −0.285 0.144
Providers assist farmers to form farmers' groups 0.734 −0.079 0.107 −0.058 −0.12 −0.012
Providers require feedback from farmers 0.728 −0.039 −0.039 −0.015 −0.241 −0.088
Providers train on proper use of agric. inputs 0.726 0.0004 −0.083 0.03 −0.142 0.117
Providers are available during production seasons 0.643 −0.246 −0.07 0.32 0.07 −0.079
Farmers have phone contacts of providers 0.54 −0.005 −0.104 0.369 0.264 0.216
Providers link farmers with input markets 0.517 0.499 −0.011 −0.103 0.11 0.226
Providers link farmers with the output markets 0.477 0.581 0.017 −0.168 0.081 0.021
Service providers informed farmers on the price of the inputs 0.445 0.556 −0.01 −0.159 0.063 −0.04
I intend to work with service providers in the next production season 0.42 −0.143 0.487 −0.308 0.146 0.17
Service providers give information on where to get transport service 0.306 0.696 0.125 −0.058 0.194 −0.159
Farmers directly receive credits from the advisory service providers 0.251 0.443 0.109 0.19 −0.306 −0.086
Service providers give information on transport cost 0.246 0.683 0.141 0.092 0.157 −0.206
Service providers offer conflicting advice 0.014 0.058 0.521 0.293 −0.065 −0.365
Advisory service sessions are waste of time −0.086 0.249 0.046 0.481 0.124 −0.237
Advisory services received were not suitable for farmers' needs −0.159 −0.059 0.418 0.266 0.019 0.323
Providers delay to offer agricultural advice −0.19 0.025 0.49 0.204 −0.035 0.387
It is difficult to physically access the service providers −0.206 −0.045 0.487 0.054 −0.325 −0.316
It is costly to consult a service provider when a need arises −0.229 0.036 0.62 0.066 −0.173 −0.105
Advisory services are provided at the inappropriate time −0.249 0.131 0.444 0.321 −0.003 0.322