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 | ||||||||
AQSA Arabic questionnaire for symptom assessment, CI Confidence interval, DT Distress thermometer, EWB Emotional well-being, FACT-G Functional Assessment of Cancer Therapy-General, FACT-Sp Functional Assessment of Cancer Therapy- Spiritual, FWB Functional well-being, HDSA Hospital anxiety depression scale, PWB Physical well-being, SCNS-SF-34 Supportive care needs survey short form 34, SE Standard error, SFWB Social/family well-being