## 4 Results
### Regression Analysis Result
As a result of analyzing the usage status of artificial intelligence speakers by age, the anthropomorphic function is recognized as a perceived value in teens and people in their twenties. \begin{table}
\begin{tabular}{c c c c c c} \hline \hline
**Purpose of Use** & _Construct_ & \(\beta\) & \(t\) & \(p\) & _Result_ \\ \hline \multirow{8}{*}{Teenagers to under 20s} & Constant & - & 0.238 & 0.852 & - \\  & Convenience & 0.500 & 0.577 & 0.667 & Rejected \\  & Usefulness & 0.756 & 1.155 & 0.454 & Rejected \\  & Enjoyment & 0.866 & 1.732 & 0.333 & Rejected \\  & Anthropomorphism & 0.977 & 4.619 & 0.000 & Supported \\  & Technical difficulties & \(-\)0.933 & \(-\)8.660 & 0.023 & Supported \\  & Burden of expenses & \(-\)0.901 & \(-\)8.545 & 0.020 & Supported \\  & Security threats & \(-\)0.918 & \(-\)2.309 & 0.026 & Supported \\  & Information reliability & \(-\)0.397 & \(-\)1.768 & 0.078 & Rejected \\ \hline \multicolumn{2}{c}{Perceived Value \(\blacktriangle\)Recommendation Intention} & 0.277 & 0.289 & 0.821 & Rejected \\ \hline \multirow{8}{*}{20\({}^{\prime}\)s to 30’s} & Constant & & 2.178 & 0.034 & - \\  & Convenience & 0.210 & 1.368 & 0.177 & Rejected \\  & Usefulness & \(-\)0.121 & \(-\)0.522 & 0.604 & Rejected \\  & Enjoyment & 0.451 & 2.394 & 0.020 & Supported \\  & Anthropomorphism & 0.037 & 0.269 & 0.789 & Rejected \\  & Technical difficulties & \(-\)0.036 & \(-\)0.312 & 0.756 & Rejected \\  & Burden of expenses & \(-\)0.094 & \(-\)0.861 & 0.393 & Rejected \\  & Security threats & 0.257 & 2.473 & 0.016 & Supported \\  & Information reliability & 0.292 & 2.516 & 0.015 & Supported \\ \hline \multicolumn{2}{c}{Perceived Value \(\blacktriangle\)Recommendation Intention} & 0.715 & 8.186 & 0.000 & Supported \\ \hline \multicolumn{2}{c}{Constant} & \multicolumn{2}{c}{\(-\)0.165} & 0.874 & - \\  & Convenience & 0.178 & 0.594 & 0.571 & Rejected \\  & Usefulness & 0.719 & 2.539 & 0.039 & Supported \\  & Enjoyment & 0.475 & 1.626 & 0.148 & Rejected \\  & Anthropomorphism & \(-\)0.805 & \(-\)2.831 & 0.025 & Supported \\  & Under 40’s & Technical difficulties & \(-\)0.165 & \(-\)0.500 & 0.633 & Rejected \\  & Burden of expenses & 0.066 & 0.183 & 0.860 & Rejected \\  & Security threats & 0.180 & 0.504 & 0.629 & Rejected \\  & Information reliability & 0.118 & 0.428 & 0.682 & Rejected \\ \hline \multicolumn{2}{c}{Perceived Value \(\blacktriangle\)Recommendation Intention} & 0.014 & 0.052 & 0.952 & Rejected \\ \hline \multicolumn{2}{c}{Constant} & \multicolumn{2}{c}{\(-\)0.809} & 0.426 & - \\  & Convenience & \(-\)0.159 & \(-\)0.928 & 0.362 & Rejected \\  & Usefulness & 0.393 & 1.923 & 0.065 & Rejected \\  & Enjoyment & 0.401 & 2.586 & 0.016 & Supported \\ Over 40- & Anthropomorphism & 0.125 & 0.843 & 0.407 & Rejected \\  & Technical difficulties & 0.122 & 0.764 & 0.452 & Rejected \\  & Burden of expenses & \(-\)0.002 & \(-\)0.016 & 0.987 & Rejected \\  & Security threats & 0.404 & 3.111 & 0.004 & Supported \\  & Information reliability & \(-\)0.116 & \(-\)0.675 & 0.506 & Rejected \\ \hline \end{tabular}
\end{table} 
Table 9: Causal relationship analysis by age. However, they are feeling the technical difficulties, the burden of cost, and the threat to security. They also responded that they did not feel the perceived value and had no intention of recommending it. Those in their twenties and thirties responded that only pleasure felt perceived value. It was found that it did not give perceived value in terms of security threats and the reliability of information. This means that most of them are only used for listening to music. Those in their thirties and forties responded that they felt perceived value for usefulness. In the end, I have no intention of recommending it. It was found that people in their forties and fifties use them only for pleasure, similar to those in their twenties and thirties. It was found that those in their fifties and over did not feel the perceived value of artificial intelligence speakers at all.