Table 7 Hierarchical linear regression model for factors associated with supportive care needs
Domain | Model 1 | Model 2 | Model 3 | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
β | P | β | P | β | P | |||||
Physical & daily living | Education | R2 = 0.016 R2 change ΔR2 = 0.016 F for change in R2 ∆F = 16.96** | R2 = 0.159 R2 change ΔR2 = 0.143 F for change in R2 ∆F = 182.58** | R2 = 0.22 R2 change ΔR2 = 0.06 F for change in R2 ∆F = 47.42** | ||||||
Primary and less | 0.10* | 0.000 | 0.07** | 0.001 | 0.11* | 0.000 | ||||
Secondary | 0.14* | 0.000 | 0.11* | 0.000 | 0.11* | 0.000 | ||||
University | – | – | – | – | – | – | ||||
FACT-G | −0.42* | 0.000 | −0.33* | 0.000 | ||||||
FACIT-Sp | 0.21 | 0.000 | 0.18* | 0.000 | ||||||
AQSA | 0.28* | 0.000 | ||||||||
Depression | 0.07** | 0.001 | ||||||||
Anxiety | −0.12* | 0.000 | ||||||||
DL | 0.01 | 0.538 | ||||||||
Psychological | Diagnosis | R2 = 0.044 R2 change ΔR2 = 0.004 F for change in R2 ∆F = 9.812** | R2 = 0.255 R2 change ΔR2 = 0.211 F for change in R2 ∆F = 302.0 | R2 = 0.358 R2 change ΔR2 = 0.103 F for change in R2 ∆F = 85.374 | ||||||
Breast | −0.04 | 0.126 | 0.04 | 0.078 | 0.07 | 0.004 | ||||
Colon | 0.04 | 0.118 | 0.11 | 0.000 | 0.14 | 0.000 | ||||
Lung | 0.54 | 0.041 | 0.05 | 0.025 | 0.05 | 0.012 | ||||
Bone | 0.11 | 0.000 | 0.15 | 0.000 | 0.09 | 0.000 | ||||
Prostate | 0.04 | 0.051 | 0.04 | 0.029 | 0.02 | 0.171 | ||||
Bladder | 0.02 | 0.208 | 0.05 | 0.016 | 0.03 | 0.074 | ||||
Thyroid | −0.05 | 0.855 | 0.07 | 0.002 | 0.08 | 0.000 | ||||
Lymphoma | − 0.10 | 0.000 | −0.07 | 0.001 | −0.03 | 0.069 | ||||
Brain and neck | 0.09 | 0.000 | 0.10 | 0.000 | 0.06 | 0.002 | ||||
Stomach | 0.01 | 0.752 | 0.02 | 0.255 | 0.04 | 0.039 | ||||
Other | – | – | – | – | – | – | ||||
FACT-G | −0.52 | 0.000 | −0.28 | 0.000 | ||||||
FACIT-Sp | 0.16 | 0.000 | 0.11 | 0.000 | ||||||
AQSA | 0.22 | 0.000 | ||||||||
Depression | 0.03 | 0.104 | ||||||||
Anxiety | 0.18 | 0.000 | ||||||||
DL | 0.77 | 0.000 | ||||||||
Patient care and support | Marital status | R2 = 0.062 R2 change ΔR2 = 0.062 F for change in R2 ∆F = 12.79** | R2 = 0.146 R2 change ΔR2 = 0.084 F for change in R2 ∆F = 105.4 | R2 = 0.187 R2 change ΔR2 = 0.041 F for change in R2 ∆F = 36.01 | ||||||
Not marrieda | −0.08 | 0.000 | −0.11 | 0.000 | −0.10 | 0.000 | ||||
Married | – | – | – | – | – | – | ||||
Diagnosis | ||||||||||
Breast | −0.07 | 0.015 | −0.02 | 0.437 | −0.01 | 0.814 | ||||
Colon | −0.04 | 0.133 | −0.01 | 0.680 | −0.01 | 0.956 | ||||
Lung | 0.11 | 0.000 | 0.09 | 0.000 | 0.10 | 0.000 | ||||
Bone | −0.05 | 0.051 | −0.25 | 0.308 | −0.05 | 0.021 | ||||
Prostate | 0.07 | 0.004 | 0.06 | 0.004 | 0.05 | 0.013 | ||||
Bladder | 0.03 | 0.157 | 0.02 | 0.251 | 0.01 | 0.663 | ||||
Thyroid | −0.02 | 0.272 | 0.01 | 0.738 | 0.01 | 0.463 | ||||
Lymphoma | −0.09 | 0.000 | −0.07 | 0.002 | −0.06 | 0.005 | ||||
Brain and neck | 0.03 | 0.014 | 0.03 | 0.151 | 0.01 | 0.965 | ||||
Stomach | −0.08 | 0.000 | −0.09 | 0.000 | −0.08 | 0.000 | ||||
Other | – | – | – | – | – | – | ||||
FACT-G | −0.26 | 0.000 | −0.17 | 0.000 | ||||||
FACIT-Sp | − 0.05 | 0.012 | − 0.01 | 0.000 | ||||||
AQSA | 0.23 | 0.000 | ||||||||
Depression | −0.09 | 0.000 | ||||||||
Anxiety | 0.03 | 0.153 | ||||||||
Health systems and information | Age | R2 = 0.121 R2 change ΔR2 = 0.121 F for change in R2 ∆F = 22.6** | R2 = 0.174 R2 change ΔR2 = 0.053 F for change in R2 ∆F = 68.22 | R2 = 0.241 R2 change ΔR2 = 0.067 F for change in R2 ∆F = 62.93 | ||||||
< 40 years | 0.03 | 0.084 | 0.04 | 0.049 | 0.03 | 0.124 | ||||
40–49 years | 0.21 | 0.000 | 0.01 | 0.000 | 0.16 | 0.000 | ||||
≥50 years | – | – | – | – | – | – | ||||
Monthly income | ||||||||||
< 250 USD | 0.06 | 0.004 | 0.06 | 0.002 | 0.06 | 0.001 | ||||
≥ 250 USD | – | – | – | – | – | – | ||||
Diagnosis | ||||||||||
Breast | −0.11 | 0.000 | −0.08 | 0.004 | −0.07 | 0.012 | ||||
Colon | −0.13 | 0.000 | −0.11 | 0.000 | − 0.11 | 0.000 | ||||
Lung | −0.01 | 0.699 | −0.02 | 0.263 | −0.02 | 0.223 | ||||
Bone | 0.177 | 0.000 | 0.19 | 0.000 | 0.18 | 0.000 | ||||
Prostate | 0.05 | 0.015 | 0.06 | 0.009 | 0.05 | 0.019 | ||||
Bladder | 0.08 | 0.000 | 0.06 | 0.002 | 0.04 | 0.032 | ||||
Thyroid | −0.01 | 0.457 | 0.002 | 0.938 | 0.01 | 0.433 | ||||
Lymphoma | 0.05 | 0.026 | 0.06 | 0.004 | 0.06 | 0.004 | ||||
Brain and neck | 0.02 | 0.237 | 0.03 | 0.211 | −0.01 | 0.794 | ||||
Stomach | 0.02 | 0.350 | 0.01 | 0.470 | 0.02 | 0.261 | ||||
Other | – | – | – | – | – | – | ||||
FACT-G | −0.12 | 0.000 | −0.09 | 0.001 | ||||||
FACIT-Sp | −0.15 | 0.000 | −0.20 | 0.000 | ||||||
AQSA | 0.29 | 0.000 | ||||||||
Depression | −0.22 | 0.000 | ||||||||
Anxiety | −0.01 | 0.523 | ||||||||
Sexuality | Age | R2 = 0.082 R2 change ΔR2 = 0.082 F for change in R2 ∆F = 38.66** | R2 = 0.143 R2 change ΔR2 = 0.061 F for change in R2 ∆F = 76.61 | R2 = 0.181 R2 change ΔR2 = 0.038 F for change in R2 ∆F = 33.255 | ||||||
< 40 years | 0.09 | 0.000 | 0.09 | 0.000 | 0.07 | 0.001 | ||||
40–49 years | 0.12 | 0.000 | 0.11 | 0.000 | 0.09 | 0.000 | ||||
≥50 years | – | – | – | – | – | – | ||||
Gender | ||||||||||
Male | 0.20 | 0.000 | 0.16 | 0.000 | 0.15 | 0.000 | ||||
Female | – | – | – | – | – | – | ||||
Marital status | ||||||||||
Not marrieda | −0.06 | 0.002 | −0.09 | 0.000 | −0.09 | 0.000 | ||||
Married | – | – | – | – | – | – | ||||
Stage | ||||||||||
III | −0.14 | 0.000 | −0.12 | 0.000 | −0.95 | 0.000 | ||||
IV | – | – | – | – | – | – | ||||
FACT-G | −0.04 | 0.077 | 0.09 | 0.001 | ||||||
FACIT-Sp | −2.23 | 0.000 | −0.27 | 0.000 | ||||||
AQSA | 0.18 | 0.000 | ||||||||
Depression | −0.04 | 0.057 | ||||||||
Anxiety | 0.10 | 0.000 | ||||||||