| Literature DB >> 32799834 |
Gek Phin Chua1, Grace Su Yin Pang2, Alethlea Chung Pheng Yee3, Patricia Soek Hui Neo3, Siqin Zhou4, Cindy Lim4, Yin Yee Wong5, Debra Limin Qu3, Fang Ting Pan6, Grace Meijuan Yang3.
Abstract
BACKGROUND: The impact and consequences of cancer on the patients and their family caregivers (FCs) are closely intertwined. Caregivers' burdens can be increased due to the patients' unmet needs and unresolved problems. Additionally, the caregivers' unmet needs may adversely affect their own well-being and the patients' health outcomes. This study aims to determine the palliative care needs and the factors associated with these needs in patients with advanced solid cancer and their FCs.Entities:
Keywords: Advanced cancer; Cancer patients; Caregivers; Needs; Oncology; Palliative care
Mesh:
Year: 2020 PMID: 32799834 PMCID: PMC7429720 DOI: 10.1186/s12885-020-07239-9
Source DB: PubMed Journal: BMC Cancer ISSN: 1471-2407 Impact factor: 4.430
Sample characteristics
| Patients ( | Caregivers ( | ||
|---|---|---|---|
| Age | Median (Q1,Q3) | 62.0 (55.0, 68.0) | 51.0 (40.0, 59.0) |
| Range | 24.0–91.0 | 21.0–81.0 | |
| Clinical Setting | SOC | 350 (58.4%) | 294 (49.1%) |
| Inpatient | 249 (41.6%) | 305 (50.9%) | |
| Race | Chinese | 495 (82.6%) | 467 (78.0%) |
| Malay | 67 (11.2%) | 84 (14.0%) | |
| Indian | 25 (4.2%) | 37 (6.2%) | |
| Others | 12 (2.0%) | 11 (1.8%) | |
| Gender | Male | 295 (49.2%) | 224 (37.4%) |
| Female | 304 (50.8%) | 375 (62.6%) | |
| Marital Status | Single | 78 (13.0%) | 122 (20.4%) |
| Married | 453 (75.6%) | 467 (78.0%) | |
| Divorced | 20 (3.3%) | 5 (0.8%) | |
| Widowed | 48 (8.0%) | 5 (0.8%) | |
| Housing Type | Don’t wish to say | 4 (0.7%) | 2 (0.3%) |
| HDB 1 to 2 rooms | 42 (7.0%) | 25 (4.2%) | |
| HDB 3 to 4 rooms | 293 (48.9%) | 282 (47.1%) | |
| HDB 5 rooms and above | 171 (28.5%) | 185 (30.9%) | |
| Private residential property | 89 (14.9%) | 105 (17.5%) | |
| Employment Status | Unemployed | 423 (70.6%) | 241 (40.2%) |
| Employed | 176 (29.4%) | 358 (59.8%) | |
| Palliative Care | With palliative care | 151 (25.2%) | 222 (37.1%) |
| Without palliative care | 448 (74.8%) | 377 (62.9%) | |
| Paired patient/ caregiver | Non-paired | 374 (62.4%) | 374 (62.4%) |
| Paired | 225 (37.6%) | 225 (37.6%) | |
| Highest Education Level | Primary and lower | 225 (37.6%) | 122 (20.4%) |
| Secondary and higher | 314 (52.4%) | 303 (50.6%) | |
| University | 60 (10.0%) | 174 (29.0%) | |
| KPS Scores | KPS 0–40 | 100 (16.7%) | 176 (29.4%) |
| KPS 50–70 | 291 (48.6%) | 275 (45.9%) | |
| KPS 80–100 | 208 (34.7%) | 148 (24.7%) | |
| Awareness of Cancera | No | 6 (1.0%) | |
| Yes | 582 (97.2%) | ||
| Unsure | 11 (1.8%) | ||
| Receive Chemotherapya | No | 311 (51.9%) | |
| Yes | 283 (47.2%) | ||
| Unsure | 5 (0.8%) | ||
| Receive Radiotherapya | No | 558 (93.2%) | |
| Yes | 34 (5.7%) | ||
| Unsure | 7 (1.2%) | ||
| Cancer Typea | Colorectal | 121 (20.2%) | |
| Lung | 106 (18.0%) | ||
| Breast | 92 (15.6%) | ||
| Gynaecological | 38 (6.3%) | ||
| Head and neck | 26 (4.3%) | ||
| Pancreas | 26 (4.3%) | ||
| Kidney | 26 (4.3%0 | ||
| Upper gastrointestinal | 22 (3.7%) | ||
| Liver | 14 (2.3%) | ||
| Others | 128 (21.3%) | ||
| Relationship with Patientb | Spouse | 258 (43.1%) | |
| Child | 262 (43.7%) | ||
| Parent | 5 (0.8%) | ||
| Sibling | 38 (6.3%) | ||
| Extended family (cousin, aunt) | 32 (5.3%) | ||
| Friend | 2 (0.3%) | ||
| Others | 2 (0.3%) | ||
| Aware of Diagnosisb | No | 4 (0.7%) | |
| Yes | 591 (98.7%) | ||
| Unsure | 4 (0.7%) | ||
| Don’t wish to say | 0 (0.0%) | ||
| Aware of Incurabilityb | No | 32 (5.3%) | |
| Yes | 499 (83.3%) | ||
| Unsure | 59 (9.8%) | ||
| Don’t wish to say | 9 (1.5%) | ||
a Data was not collected from the caregivers
b Data was not collected from the patients
Context of caregiving
| Caregiving Variables | n (%) | |
|---|---|---|
| Stop work to look after patient | No | 494 (82.5) |
| Partially | 26 (4.3) | |
| Yes, on unpaid leave | 22 (3.7) | |
| Yes, resigned | 57 (9.5) | |
| Physical caregiving | No | 343 (57.3) |
| Partiallya | 122 (20.4) | |
| Yesb | 134 (22.4) | |
| Hours spent in providing physical care (if applicable) | Mean (SD) | 3.1 (5.0) |
| Median (range) | 0.0 (0.0–4.5) | |
| Min - Max | 0.0–20.0 | |
| Financial caregiving | Don’t wish to disclose | 1 (0.2) |
| No | 225 (37.6) | |
| Partiallya | 191 (31.9) | |
| Yesb | 182 (30.4) | |
| Emotional caregiving | No | 7 (1.2) |
| Partiallya | 135 (22.5) | |
| Yesb | 457 (76.3) | |
| Decision making | No | 45 (7.5) |
| Partiallya | 403 (67.3) | |
| Yesb | 151 (25.2) | |
| Received formal caregiving training | No | 553 (92.3) |
| Yes | 46 (7.7) | |
| Previous experience in providing care for someone sick | No | 419 (69.9) |
| Yes | 180 (30.1) | |
a “Partially” referring to less than 50% involvement in caregiving role
b “Yes” referring to at least 50% involvement in the caregiving role
Top ranked mean score of individual CNAT question according to domain (Patients)
| Mean Score | ||
|---|---|---|
| Information | ||
| 1. | I needed information about financial support for patients, either from government and/ or private organisations (e.g. support for medical expenses). | 1.05 |
| 2. | I needed information about palliative care services | 0.79 |
| 3. | I needed guidelines or information about complementary and alternative medicine | 0.64 |
| 4. | I needed information about correct diet (food to eat, food to avoid) | 0.59 |
| 5. | I needed information about the current status of my illness and its future course | 0.56 |
| Psychological problems | ||
| 1. | I needed help with worries that I would become a burden to others around me | 0.80 |
| 2. | I needed help with my concerns for the family | 0.66 |
| 3. | I needed help with worries about treatment sequelae | 0.62 |
| 4. | I needed help in coping with fear of recurrence | 0.59 |
| 5. | I needed help with accepting role changes at home, at work and/ or in society after this illness was diagnosed | 0.48 |
| Practical support | ||
| 1. | I needed help with my economic burden due to this illness (treatment costs, loss of income) | 0.86 |
| 2. | I needed treatment near my home | 0.72 |
| 3. | I needed transportation services for getting to and from the hospital | 0.49 |
| 4. | I needed accommodation services near the hospital where I was being treated | 0.39 |
| 5. | I needed someone to help me with housekeeping and/ or child care | 0.23 |
| Physical symptoms | ||
| 1. | I needed help with lack of energy and/ or fatigue | 0.65 |
| 2. | I needed help with trouble sleeping or oversleeping | 0.58 |
| 3. | I needed help with pain | 0.54 |
| 4. | I needed help with lack of appetite | 0.48 |
| 5. | I needed help with diarrhoea or constipation | 0.47 |
| Hospital facilities & services | ||
| 1. | I needed rehabilitation medical services to help with functional recovery after treatment | 0.54 |
| 2. | I wished for a short waiting period between the reservation and the doctor appointment | 0.53 |
| 3. | I needed a designated hospital staff member who would be able to provide counselling for any concerns, and guidance with the course of my treatment, from the point of diagnosis to the period after the discharge. | 0.51 |
| 4. | I needed an opportunity to share experiences or information with other patients (e.g. patient support groups etc) | 0.39 |
| 5. | I wished to be treated in a pleasant environment | 0.32 |
| Health-care staff | ||
| 1. | I wished to be able to see the doctor in a quick and easy way when in need | 0.63 |
| 2. | I wished my nurses to promptly attend to my discomfort and pain | 0.38 |
| 3. | I wished my nurses to explain any treatment or care that was being given to me | 0.32 |
| 4. | I wished my doctor to be easy, specific, and honest in his/ her explanation | 0.32 |
| 5. | I wished sincere interest and empathy from my nurse | 0.30 |
| Social/ religious/ spiritual support | ||
| 1. | I needed help in finding the meaning of my situation and in coming to terms with it | 0.23 |
| 2. | I needed help and support from people close to me (family, friends) | 0.21 |
| 3. | I needed help with difficulties that arose in family relationships after this illness was diagnosed | 0.16 |
| 4. | I needed help with difficulties that arose in interpersonal relationships after this illness was diagnosed | 0.11 |
| 5. | I needed religious support | 0.10 |
Top ranked mean score of individual CNAT question according to domain (FCs)
| Mean Score | ||
|---|---|---|
| Information | ||
| 1. | I needed information about financial support for medical expenses either from government and/ or private organisations | 1.22 |
| 2. | I needed guidelines or information about complementary and alternative medicine | 1.04 |
| 3. | I needed information about caring for the patient (symptom management, diet, exercise, etc.) | 0.97 |
| 4. | I needed information about the current status of the patient’s illness and its future course | 0.93 |
| 5. | I needed information about tests and treatment that the patient receives | 0.88 |
| Health-care staff | ||
| 1. | I needed to see the doctor quickly and easily when in need | 1.08 |
| 2. | I needed nurses to promptly attend to the patient’s discomfort and pain | 0.81 |
| 3. | I needed the doctor to be clear, specific, and honest in his/ her explanation | 0.71 |
| 4. | I needed cooperation and communication among health-care staff | 0.68 |
| 5. | I needed the nurses to explain treatment or care given to the patient | 0.67 |
| Practical support | ||
| 1. | I needed the treatment to be near home for the patient | 1.06 |
| 2. | I needed help with the economic burden caused by cancer | 1.01 |
| 3. | I needed a transportation service for getting to and from the hospital | 0.71 |
| 4. | I needed accommodation services near the hospital where the patient was being treated | 0.52 |
| 5. | I needed assisted care in hospital or at home | 0.49 |
| Hospital facilities & services | ||
| 1. | I needed a designated hospital staff member who would be able to provide counselling for any concerns, and guidance with the course of the treatment, from the point of diagnosis to the period after discharge. | 0.75 |
| 2. | I needed a space reserved for caregivers within the hospital | 0.65 |
| 3. | I needed a visiting nurse service for home | 0.60 |
| 4. | I needed guidance about hospital facilities and services | 0.52 |
| 5. | I needed the opportunity to share experiences or information with other caregivers | 0.49 |
| Health & psychological problems | ||
| 1. | I needed help with concerns about the patient | 0.93 |
| 2. | I needed help with feelings of vague anxiety | 0.47 |
| 3. | I needed help with feelings of anger, irritability, or nervousness | 0.39 |
| 4. | I needed help with depression | 0.30 |
| 5. | I needed help with loneliness or feelings of isolation | 0.24 |
| Family/ social support | ||
| 1. | I needed help with patient over-dependence | 0.52 |
| 2. | I needed help with my own relaxation and my personal life | 0.51 |
| 3. | I needed help with difficulties in family relationships after cancer diagnosis | 0.34 |
| 4. | I needed help with the patient’s lack of appreciation of the caregiving | 0.29 |
| 5. | I needed help with difficulties in interpersonal relationships after cancer diagnosis | 0.24 |
| Religious/ spiritual support | ||
| 1. | I needed help in finding the meaning of my situation and coming to terms with it | 0.34 |
| 2. | I needed religious support | 0.24 |
Overall difference of needs between cancer patients and their caregivers
| Patients’ Domain | Mean (SD) | Caregivers’ Domain | Mean (SD) |
|---|---|---|---|
| Information | 19.5 (22.6) | Information | 28.9 (27.0) |
| Psychological problems | 16.4 (21.5) | Health-care staff | 23.4 (26.5) |
| Practical support | 16.1 (20.6) | Practical support | 23.4 (24.1) |
| Physical symptoms | 13.3 (16.6) | Hospital facilities & services | 19.1 (21.3) |
| Hospital facilities & services | 12.6 (16.1) | Health & psychological problems | 13.7 (17.3) |
| Health-care staff | 11.0 (18.3) | Family/ Social support | 12.7 (17.9) |
| Social/ Religious/ Spiritual support | 5.4 (13.0) | Religious/ Spiritual support | 9.7 (20.1) |
| 14.1 (14.7) | 20.5 (17.8) |
Difference of needs between cancer patients and caregivers
| Patient | Mean (SD) | Caregivers | Mean (SD) | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Inpatient/ SOC Setting | Inpatient Setting ( | SOC Setting ( | Inpatient/ SOC Setting | Inpatient Setting ( | SOC setting ( | ||||
| Information | 23.7 (23.2) | 16.6 (21.7) | < 0.001 | Health and psychological problems | 17.1 (18.4) | 10.2 (15.2) | < 0.001 | ||
| Psychological problems | 22.2 (24.1) | 12.4 (18.4) | < 0.001 | Family/ Social support | 16.1 (20.0) | 9.2 (14.5) | < 0.001 | ||
| Health-care staff | 16.4 (21.6) | 7.1 (14.4) | < 0.001 | Health-care staff | 30.2 (28.9) | 16.3 (21.6) | < 0.001 | ||
| Physical symptoms | 19.0 (18.7) | 9.3 (13.5) | < 0.001 | Information | 35.1 (27.8) | 22.3 (24.5) | < 0.001 | ||
| Hospital facilities and services | 17.7 (18.6) | 9.1 (12.9) | < 0.001 | Religious/ Spiritual support | 12.3 (22.6) | 7.0 (16.6) | 0.001 | ||
| Social/ Religious/ Spiritual support | 7.4 (15.9) | 4.0 (10.3) | 0.002 | Hospital facilities and services | 25.2 (23.1) | 12.8 (17.1) | < 0.001 | ||
| Practical support | 23.2 (23.9) | 11.1 (16.1) | < 0.001 | Practical support | 30.4 (25.8) | 16.1 (19.6) | < 0.001 | ||
| Total score | 19.2 (16.4) | 10.5 (12.1) | < 0.001 | Total score | 26.0 (19.0) | 14.7 (14.3) | < 0.001 | ||
| Information | 21.1 (21.7) | 19.0 (22.9) | 0.327 | Health and psychological problems | 16.3 (17.2) | 12.2 (17.1) | 0.004 | ||
| Psychological problems | 18.8 (21.4) | 15.6 (21.5) | 0.112 | Family/ Social support | 15.0 (19.0) | 11.4 (17.0) | 0.017 | ||
| Health-care staff | 12.4 (17.5) | 10.5 (18.6) | 0.259 | Health-care staff | 29.1 (29.2) | 20.0 (24.2) | < 0.001 | ||
| Physical symptoms | 16.5 (14.8) | 12.2 (17.0) | 0.006 | Information | 33.9 (27.3) | 25.9 (26.3) | < 0.001 | ||
| Hospital facilities and services | 15.6 (15.9) | 11.6 (16.1) | 0.008 | Religious/ Spiritual support | 12.5 (22.8) | 8.1 (18.2) | 0.01 | ||
| Social/ Religious/ Spiritual support | 5.4 (11.6) | 5.4 (13.5) | 0.981 | Hospital facilities and services | 23.5 (22.2) | 16.5 (20.4) | < 0.001 | ||
| Practical support | 21.6 (22.1) | 14.3 (19.7) | < 0.001 | Practical support | 30.8 (26.2) | 19.0 (21.6) | < 0.001 | ||
| Total score | 16.6 (12.9) | 13.3 (15.2) | 0.016 | Total score | 25.1 (18.6) | 17.7 (16.7) | < 0.001 | ||
| Information | 23.0 (20.3) | 19.6 (23.3) | 17.7 (22.5) | 0.151 | Health and psychological problems | 17.6 (17.8) | 14.2 (18.4) | 8.2 (12.4) | < 0.001 |
| Psychological problems | 27.3 (24.1) | 16.0 (21.3) | 11.8 (18.4) | < 0.001 | Family/ Social support | 17.4 (20.2) | 12.9 (18.6) | 6.7 (10.2) | < 0.001 |
| Health-care staff | 13.9 (18.1) | 11.4 (18.9) | 9.1 (17.5) | 0.089 | Health-care staff | 29.1 (28.7) | 23.3 (25.8) | 16.8 (23.4) | < 0.001 |
| Physical symptoms | 21.5 (16.8) | 13.0 (15.5) | 9.8 (16.6) | < 0.001 | Information | 34.7 (27.0) | 28.6 (27.2) | 22.3 (25.2) | < 0.001 |
| Hospital facilities and services | 17.0 (16.0) | 13.5 (16.4) | 9.4 (15.1) | < 0.001 | Religious/ Spiritual support | 12.6 (22.9) | 9.2 (19.3) | 7.2 (17.5) | 0.047 |
| Social/ Religious/ Spiritual support | 6.3 (14.7) | 5.5 (12.5) | 4.9 (13.0) | 0.65 | Hospital facilities and services | 25.4 (22.9) | 18.8 (21.2) | 12.1 (16.8) | < 0.001 |
| Practical support | 24.1 (22.4) | 17.6 (21.5) | 10.3 (16.3) | < 0.001 | Practical support | 33.2 (24.5) | 23.1 (24.7) | 12.3 (16.3) | < 0.001 |
| Total score | 20.1 (13.9) | 14.3 (14.6) | 11.0 (14.3) | < 0.001 | Total score | 26.3 (18.2) | 20.4 (18.0) | 13.6 (13.9) | < 0.001 |
Predictors of needs based on demographic data (Patient)
| Univariable and multivariable linear regression analysis on CNAT Total Scores (Patient) | ||||||
|---|---|---|---|---|---|---|
| Dependent: CNAT_Total | No. | Coefficient (95%CI) | P (wald) | Adjusted Coefficient (95%CI) | P (wald) | |
| Age | [24,91] | NA | −0.33 (− 0.44 to − 0.22) | < 0.001 | − 0.31 (− 0.42 to − 0.20) | < 0.001 |
| Clinical Setting | Inpatient | 249 | 1 | |||
| SOC | 350 | −8.78 (−11.07 to −6.49) | < 0.001 | −6.59 (−9.29 to −3.90) | < 0.001 | |
| Race | Chinese | 495 | 1 | |||
| Indian | 25 | 0.38 (−5.51 to 6.27) | 0.899 | |||
| Malay | 67 | 5.78 (2.04 to 9.52) | 0.003 | |||
| Others | 12 | 0.79 (−7.60 to 9.19) | 0.853 | |||
| Gender | Female | 304 | 1 | 1 | ||
| Male | 295 | 0.90 (−1.47 to 3.26) | 0.457 | 3.14 (0.91 to 5.36) | 0.006 | |
| Employment Status | Employed | 176 | 1 | |||
| Unemployed | 423 | −1.30 (−3.89 to 1.29) | 0.325 | |||
| Aware of Cancer | Yes | 582 | 1 | 1 | ||
| No | 6 | −9.22 (−21.05 to 2.61) | 0.126 | −11.30 (− 22.26 to − 0.34) | 0.043 | |
| Unsure | 11 | −5.99 (−14.76 to 2.79) | 0.181 | − 2.66 (− 10.81 to 5.48) | 0.521 | |
| Receive Chemotherapy | Yes | 283 | 1 | |||
| No | 311 | −0.14 (− 2.52 to 2.24) | 0.908 | |||
| Unsure | 5 | −4.95 (−18.00 to 8.10) | 0.456 | |||
| Receive Radiotherapy | Yes | 34 | 1 | |||
| No | 558 | −7.56 (−12.63 to −2.48) | 0.004 | |||
| Unsure | 7 | −10.86 (− 22.78 to 1.06) | 0.074 | |||
| Palliative Care | With Palliative Care | 151 | 1 | |||
| Without Palliative Care | 448 | −3.33 (−6.04 to −0.62) | 0.016 | |||
| Paired with Caregiver | Non-paired | 374 | 1 | 1 | ||
| Paired | 225 | 0.55 (−1.89 to 2.99) | 0.66 | 3.20 (0.91 to 5.49) | 0.006 | |
| Education | Primary and lower | 225 | 1 | 1 | ||
| Secondary and above | 314 | 3.05 (0.53 to 5.57) | 0.018 | 3.19 (0.81 to 5.56) | 0.009 | |
| University | 60 | 1.34 (−2.85 to 5.52) | 0.53 | 1.80 (−2.16 to 5.77) | 0.373 | |
| Cancer Type | Breast | 92 | 1 | |||
| Colorectal | 121 | −2.64 (−6.63 to 1.36) | 0.195 | |||
| Lung | 106 | −0.37 (−4.48 to 3.75) | 0.861 | |||
| Multiple primary | 20 | −4.85 (−11.98 to 2.27) | 0.182 | |||
| Others | 260 | −2.38 (−5.89 to 1.12) | 0.182 | |||
| KPS | [20,90] | NA | −0.18 (−0.25 to − 0.12) | < 0.001 | − 0.13 (− 0.20 to − 0.06) | < 0.001 |
Predictors of needs based on demographic data (Caregiver)
| Univariable and multivariable linear regression analysis on CNAT Total Scores (Caregiver) | ||||||
|---|---|---|---|---|---|---|
| Dependent: CNAT_Total | No. | Coefficient (95%CI) | P (wald) | Adjusted Coefficient (95%CI) | P (wald) | |
| Age | [21,81] | NA | −0.18 (− 0.29 to − 0.08) | 0.001 | −0.13 (− 0.24 to − 0.02) | 0.022 |
| Clinical Setting | Inpatient | 305 | 1 | 1 | ||
| SOC | 294 | − 11.23 (− 13.94 to −8.53) | < 0.001 | −7.07 (− 10.31 to −3.84) | < 0.001 | |
| Race | Chinese | 467 | 1 | |||
| Indian | 37 | 5.13 (−0.82 to 11.08) | 0.091 | |||
| Malay | 84 | 1.54 (−2.59 to 5.67) | 0.464 | |||
| Others | 11 | 5.84 (−4.79 to 16.46) | 0.281 | |||
| Gender | Female | 375 | 1 | 1 | ||
| Male | 224 | 1.92 (−1.02 to 4.86) | 0.201 | 2.12 (−0.69 to 4.93) | 0.14 | |
| Employment Status | Employed | 358 | 1 | 1 | ||
| Unemployed | 241 | 0.36 (−2.54 to 3.27) | 0.806 | 2.15 (−0.86 to 5.16) | 0.16 | |
| Aware of Diagnosis | Yes | 591 | 1 | |||
| No | 4 | −1.98 (−19.51 to 15.54) | 0.824 | |||
| Unsure | 4 | −2.39 (−19.91 to 15.13) | 0.789 | |||
| Aware of Incurability | Yes | 499 | 1 | |||
| No | 32 | −7.28 (−13.61 to −0.94) | 0.025 | |||
| Unsure | 59 | 2.70 (−2.08 to 7.49) | 0.268 | |||
| Don’t wish to say | 9 | −2.64 (−14.33 to 9.05) | 0.658 | |||
| Palliative Care | With Palliative Care | 222 | 1 | |||
| Without Palliative Care | 377 | −7.34 (−10.23 to −4.45) | < 0.001 | |||
| Paired with Patient | Non-paired | 374 | 1 | 1 | ||
| Paired | 225 | −8.42 (−11.29 to −5.55) | < 0.001 | −3.98 (−7.00 to −0.97) | 0.01 | |
| Education | Primary and lower | 122 | 1 | 1 | ||
| Secondary and above | 303 | 3.81 (0.10 to 7.53) | 0.044 | 4.51 (0.91 to 8.11) | 0.014 | |
| University | 174 | 6.69 (2.60 to 10.78) | 0.001 | 5.92 (1.68 to 10.15) | 0.006 | |
| KPS | [10,90] | NA | −0.25 (−0.32 to −0.19) | < 0.001 | − 0.12 (− 0.20 to − 0.04) | 0.004 |