## 3 Results
\begin{table}
\begin{tabular}{c c c c c c c} \hline \hline
**Model** & **Variables** & **Non- Improvement** & **Improvement** & **OR (95\% CI)** & \(p\)**-Value** & **AUC (95\%)** \\ \hline \multirow{4}{*}{SBP-efficacy} & FDV\_52\_50 & 71.68 \(\pm\) 3.81 & 73.96 \(\pm\) 4.07 & 1.83 (1.06, 3.17) & 0.031 & 0.61 (0.45, 0.76) \\  & FVV\_47\_52\_81\_50 & 5.42 \(\pm\) 1.50 & 4.76 \(\pm\) 1.07 & 0.57 (0.30, 1.09) & 0.090 & 0.55 (0.42, 0.69) \\  & FVD\_81\_50\_94\_194 & 0.17 \(\pm\) 0.01 & 0.18 \(\pm\) 0.01 & 2.03 (1.15, 3.58) & 0.014 & 0.66 (0.51, 0.82) \\  & FVD\_81\_51\_94\_194 & 0.52 \(\pm\) 0.03 & 0.54 \(\pm\) 0.02 & 2.10 (1.16, 3.80) & 0.014 & 0.63 (0.50, 0.77) \\ \hline \multirow{4}{*}{DBP-efficacy} & BodyCenter\_a & 28.42 \(\pm\) 1.94 & 27.44 \(\pm\) 1.61 & 0.54 (0.33, 0.90) & 0.017 & 0.60 (0.48, 0.72) \\  & FVCenter\_a & 19.43 \(\pm\) 0.78 & 18.97 \(\pm\) 0.98 & 0.59 (0.38, 0.91) & 0.018 & 0.60 (0.48, 0.72) \\  & FVRooda & 17.83 \(\pm\) 1.16 & 17.19 \(\pm\) 1.35 & 0.59 (0.38, 0.92) & 0.019 & 0.59 (0.47, 0.72) \\  & Tip\_a & 30.69 \(\pm\) 4.12 & 28.75 \(\pm\) 4.26 & 0.62 (0.40, 0.97) & 0.035 & 0.60 (0.48, 0.72) \\  & TotalRatio & 28.39 \(\pm\) 12.33 & 36.69 \(\pm\) 16.56 & 1.83 (1.16, 2.90) & 0.010 & 0.61 (0.49, 0.72) \\  & Q\_10 & & & & & 0.003 & 0.51 (0.38, 0.64) \\  & Express & 29 (45.31) & 6 (17.65) & 1 & & & \\  & Moderate & 30 (46.88) & 18 (52.94) & 2.90 (1.01, 8.33) & 0.048 & & \\  & Hide & 5 (7.81) & 10 (29.41) & 9.67 (2.41, 38.71) & 0.001 & & \\ \hline \multirow{4}{*}{TG-efficacy} & FHD\_25\_125\_53\_153 & 0.68 \(\pm\) 0.04 & 0.67 \(\pm\) 0.03 & 0.62 (0.40, 0.95) & 0.030 & 0.58 (0.47, 0.69) \\  & ChLD\_a\_avg & 149.72 \(\pm\) 1.90 & 148.93 \(\pm\) 2.07 & 0.66 (0.43, 1.01) & 0.053 & 0.59 (0.48, 0.71) \\  & R83\_84 & 0.93 \(\pm\) 0.04 & 0.96 \(\pm\) 0.07 & 3.01 (1.37, 6.61) & 0.006 & 0.64 (0.53, 0.75) \\  & SMTCC4 & \(-\)7.77 \(\pm\) 3.02 & \(-\)6.29 \(\pm\) 3.48 & 1.60 (1.04, 2.45) & 0.031 & 0.61 (0.49, 0.72) \\  & Q\_23 & & & & & 0.016 & 0.48 (0.35, 0.60) \\  & Sausage-shaped with a hard and uneven surface & 2 (4.17) & 5 (10.00) & 1 & & & \\  & Sausage-shaped with & 4 (8.33) & 12 (24.00) & 1.2 (0.16, 8.8) & 0.858 & & \\  & Soft chocolate bar & 28 (58.33) & 29 (58.00) & 0.41 (0.07, 2.31) & 0.315 & & \\  & Mushy pasta & 7 (14.58) & 3 (6.00) & 0.17 (0.02, 1.44) & 0.104 & & \\  & Bits of gruel & 7 (14.58) & 1 (2.00) & 0.06 (0.082) & 0.035 & & \\ \hline \multirow{4}{*}{HDL-efficacy} & FHD\_33\_133\_43\_143 & 1.13 \(\pm\) 0.04 & 1.11 \(\pm\) 0.03 & 0.59 (0.37, 0.94) & 0.027 & 0.59 (0.48, 0.70) \\  & FA\_53\_94 & 86.08 \(\pm\) 2.56 & 87.37 \(\pm\) 2.58 & 1.69 (1.09, 2.61) & 0.018 & 0.60 (0.49, 0.71) \\  & FA\_94\_43 & 80.66 \(\pm\) 2.80 & 81.82 \(\pm\) 2.89 & 1.53 (1.00, 2.35) & 0.049 & 0.57 (0.45, 0.68) \\  & FA\_72\_73 & 71.39 \(\pm\) 4.40 & 68.69 \(\pm\) 5.03 & 0.54 (0.34, 0.86) & 0.009 & 0.61 (0.5, 0.73) \\  & FHD\_43\_143\_94\_194 & 0.94 \(\pm\) 0.02 & 0.95 \(\pm\) 0.02 & 1.57 (1.02, 2.41) & 0.039 & 0.59 (0.48, 0.70) \\  & ChRD\_Lavg & 146.24 \(\pm\) 8.79 & 142.11 \(\pm\) 1.37 & 0.64 (0.41, 0.98) & 0.041 & 0.55 (0.43, 0.66) \\  & ChRD\_b\_avg & 109.81 \(\pm\) 1.99 & 111.08 \(\pm\) 1.74 & 2.08 (1.3, 3.35) & 0.002 & 0.67 (0.56, 0.78) \\  & Q\_5 & & & & & 0.003 & 0.53 (0.41, 0.65) \\  & Extrovert & 25 (50.00) & 10 (20.83) & 1 & & & \\  & Moderate & 18 (36.00) & 20 (41.67) & 2.78 (1.05, 7.34) & 0.039 & & \\  & Introvert & 7 (14.00) & 18 (37.50) & 6.43 (2.06, 20.10) & 0.001 & & \\  & Q\_6 & & & & & 0.001 & 0.54 (0.41, 0.66) \\  & Energetic & 31 (62.00) & 12 (25.00) & 1 & & & \\  & Moderate & 13 (26.00) & 23 (47.92) & 4.57 (1.76, 11.84) & 0.002 & & \\  & Quiet & 6 (12.00) & 13 (27.08) & 5.6 (1.73, 18.12) & 0.004 & & \\  & Q\_18 & & & & & 0.031 & 0.50 (0.37, 0.62) \\  & A lot & 10 (20.00) & 21 (43.75) & 1 & & & \\  & Moderate & 23 (46.00) &