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. 2022 May 14;21:72. doi: 10.1186/s12904-022-00959-8

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