| Literature DB >> 31338642 |
Amy L Clarke1, Julia Roscoe1, Rebecca Appleton1, Deepak Parashar2,3,4, Radha Muthuswamy5, Omar Khan1, Jeremy Dale1, Veronica Nanton6.
Abstract
PURPOSE: This study assessed the feasibility of implementing a novel model of integrated prostate cancer care involving an online prostate cancer-specific holistic needs assessment (sHNA) and shared digital communication between patients and their healthcare professionals (HCPs). The sHNA produces a semi-automated care plan that is finalised in consultation between the patient and their practice nurse.Entities:
Keywords: Cancer follow-up; Digital health; Holistic needs assessment; Primary care; Survivorship
Mesh:
Year: 2019 PMID: 31338642 PMCID: PMC7036062 DOI: 10.1007/s00520-019-04967-y
Source DB: PubMed Journal: Support Care Cancer ISSN: 0941-4355 Impact factor: 3.603
Fig. 1Consort diagram to show participant flow through study
Patient baseline demographics stratified by group
| Intervention ( | Control | Total ( | |
|---|---|---|---|
| Time since primary diagnosis (months) | 65 (48–129) | 59 (50.25–120.5) | 63 (49–127.5) |
| Age ( | |||
| 45–50 | 0 (0) | 0 (0) | 0 (0) |
| 51–55 | 1 (3) | 1 (8) | 2 (5) |
| 56–60 | 0 (0) | 0 (0) | 0 (0) |
| 61–65 | 4 (14) | 1 (8) | 5 (12) |
| 66–70 | 2 (7) | 3 (25) | 5 (12) |
| 71–75 | 8 (28) | 1 (8) | 9 (22) |
| 76–80 | 7 (24) | 2 (17) | 9 (22) |
| 81–58 | 7 (24) | 2 (17) | 9 (22) |
| 85+ | 0 (0) | 2 (17) | 2 (5) |
| Primary treatment ( | |||
| Radical prostatectomy | 10 (34) | 4 (33) | 14 (34) |
| Radiotherapy | 8 (28) | 0 (0) | 8 (20) |
| Active surveillance | 5 (17) | 2 (17) | 7 (17) |
| Hormones | 4 (14) | 1 (8) | 5 (12) |
| Transurethral section of the prostate | 1 (3) | 1 (8) | 2 (5) |
| Cystoprostatectomy | 1 (3) | 0 (0) | 1 (2) |
| High intensity focal ultrasound | 0 (0) | 1 (8) | 1 (2) |
| Unknown | 0 (0) | 3 (25) | 3 (7) |
| Ethnicity ( | |||
| White British | 22 (76) | 6 (50) | 28 (68) |
| White Irish | 2 (7) | 0 (0) | 2 (5) |
| Asian or Asian British Pakistani | 1 (3) | 0 (0) | 1 (2) |
| Black or Black British African | 0 (0) | 1 (8) | 1 (2) |
| Black or Black British Caribbean | 2 (7) | 0 (0) | 2 (5) |
| Missing | 2 (7) | 5 (42) | 7 (17) |
| Comorbidities ( | |||
| Diabetes | 7 (24) | 3 (25) | 10 (24) |
| CHD | 3 (10) | 1 (8) | 4 (10) |
| Arthritis | 6 (21) | 4 (33) | 10 (24) |
| COPD | 4 (14) | 2 (17) | 6 (15) |
| CKD | 4 (14) | 3 (25) | 7 (17) |
| Hypertension | 8 (28) | 4 (33) | 12 (29) |
| Other cancer | 5 (17) | 1 (8) | 6 (15) |
| Other | 17 (59) | 2 (17) | 19 (46) |
| At least one comorbidity | 23 (79) | 10 (83) | 33 (81) |
| Total number of comorbidities | 2.5 (1–4.00) | 1 (1–2.75) | 2 (1–4) |
| Missing | 1 (3) | 0 (0) | 1 (2.4) |
| Living arrangements ( | |||
| With partner | 20 (69) | 9 (75) | 29 (70) |
| With relatives | 1 (3) | 0 (0) | 1 (2) |
| Alone | 7 (24) | 3 (25) | 10 (24) |
| Missing | 1 (3) | 0 (0) | 1 (2) |
| Caring responsibility ( | 2 (7) | 0 (0) | 2 (5) |
| Missing | 1 (3) | 0(0) | 1 (2) |
Implementation profile for n = 29 participants allocated to the intervention group
| sHNA1 | sHNA2 | sHNA3 | |
|---|---|---|---|
| Participants completed HNA, | 22 (76) | 20 (69) | 12 (41) |
| Participants receiving a nurse consultation ( | 21 | 20 | 12 |
| Reasons for missed consultation | |||
| Poor health/ in hospital ( | 1 | ||
| Consultation type | |||
| Telephone ( | 19 | 16 | 12 |
| Surgery (n) | 2 | 4 | 0 |
| Length of consultation minutes | |||
| median (range) | 15 (10–25) | 15 (13–25) | 15 (10–20) |
| Domains of sHNA accessed | |||
| Physical | 8(28) | 5(17) | 4(14) |
| Emotional | 17(59) | 16(55) | 14(48) |
| Illness treatment | 10(34) | 9(31) | 8(28) |
| Information, Communication | 9(31) | 9(31) | 1(3) |
| Independence | 8(28) | 9(31) | 1(3) |
| Finance | 6(21) | 8(28) | 0(0) |
| Occupational | 7(24) | 8(28) | 4(14) |
| Rehabilitation | 6(21) | 5(17) | 2(7) |
| Access and services | 13(45) | 9(31) | 1(3) |
| Religious | 7(24) | 6(21) | 4(14) |
| Legal | 5(17) | 5(17) | 3(10) |
| Number of ‘red flags’ recorded | |||
| Physical | 12 | 10 | 7 |
| Emotional | 0 | 1 | 0 |
| Referrals | |||
| None | 19 (90) | 14(70) | 11 (92) |
| GP | 1 (5) | 2 (10) | 1(8) |
| Continence team | 1(5) | 0 (0) | 0 (0) |
| Clinical nurse specialist | 0 (0) | 2 (10) | 0 (0) |
| Missing | 0 (0) | 2 (10 | 0(0) |
Reasons for missed sHNA are detailed in Fig. 1
PROMs completion rates at each time-point
| Intervention group | Control group | |||||||
|---|---|---|---|---|---|---|---|---|
| Patient reported outcome measures, | T1 | T2 | T3 | T4 | T1 | T2 | T3 | T4 |
| EPIC | 19 (66) | – | – | 9 (31) | 9 (75) | – | – | 5 (42) |
| *PAM | 26 (90) | 18 (62) | 15 (52) | 9 (31) | 11 (92) | – | – | 10 (83) |
| *CASUN | 21 (72) | 17 (59) | 10 (34) | 12 (41) | 9 (75) | – | – | 10 (83) |
| EQ-5D | 26 (90) | – | – | 11 (38) | 11 (92) | – | – | 10 (83) |
| WEMBWS | 27 (93) | – | – | 12 (41) | 11 (92) | – | – | 10 (83) |
| EORTC | 13 (45) | – | – | 6 (21) | 8 (67) | – | – | 8 (67) |
T, time-point, EPIC (Expanded Prostate Cancer Index Composite); PAM (Patient Activation Measure); CASUN (Cancer Survivors’ Unmet Needs); EQ-5D (The EuroQol five dimensions questionnaire); WEMWBS (Warwick-Edinburgh Mental Wellbeing Scale); EORTC-QLQ (European Organization for Research and Treatment of Cancer Quality of Life Questionnaire)
*Indicates PROMs assessed as part of interim analysis at T2 and T3 (intervention only)
Descriptive PROM baseline, final and change data, stratified by group
| Intervention group | Control group | |||||
|---|---|---|---|---|---|---|
| Pre-median (IQR) | Post-median (IQR) | Median change (IQR) | Pre-median (IQR) | Post-median (IQR) | Median Change (IQR) | |
| EPIC (0–100) Higher score represents improvement | ||||||
| Urinary summary | 89.25 (82.00, 93.08) | 87.89 (80.59–88.92) | − 2.08 (− 6.91, 2.08) | 97.25 (84.04–98.63) | 97.92 (71.88, 97.92) | − 2.08 (− 13.54, − 0.71) |
| Bowel summary | 87.50 (82.14–92.86) | 86.11 (82.14–92.86) | 0.00 (− 3.57, 3.57) | 94.64 (93.17, − 94.64) | 100.00 (82.14, 100.00) | 5.36 (− 11.029, 5.36) |
| Hormonal summary | 87.05 (72.72–93.18) | 87.50 (84.09–100.00) | − 1.14 (− 2.27, 15.91) | 90.91 (72.72–95.45) | 70.45 (70.45, 79.55) | − 2.27 (− 15.91, 6.82) |
| Sexual summary | 9.62 (7.69–19.85) | 17.31 (11.54–23.08) | 3.85 (0.18, 11.54) | 11.10 (10.36, 17.74) | 9.60 (4.8, 20.10) | − 0.02 (− 5.56, 3.10) |
| PAM (0–100) Higher score represents improvement | ||||||
| Score | 69 (54.40, 75.00) | 58 (52.25, 73.75) | 2.95 (− 15.65, 7.70) | 55.6 (55.60–63.10) | 59.35 (53.20, 67.80) | 0.00 (− 2.20, 4.70) |
| Level (1–4) | 3.5 (2.50, 4.00) | 3 (2.50, 4.00) | 0.00 (− 1.00, 0.50) | 3 (3.00–3.00) | 3 (2.00–3.00) | 0.00 (− 0.50,0.00) |
| CASUN Lower score represent improvement | ||||||
| Existential survivorship (0–14) | 3.00 (0.00, 6.00) | 1.5 (0.5–5.00) | 0.00 (− 2.50, 1.00) | 0.50 (0.00–1.00) | 4.50 (0.00–8.50) | 2.50 (0.00, 8.50) |
| Comprehensive cancer care (0–6) | 1.00 (0.00–4.00) | 4.00 (2.50–5.00) | 2.00 (0.00, 3.50) | 1.00 (0.50–4.50) | 4.50 (1.00–5.00) | 0.5 (− 0.50, 3.00) |
| Information (0–3) | 1.00 (0.00–2.00) | 1.00 (0.50–2.00) | 0.00 (− 1.50–1.50) | 0.00 (0.00–1.00) | 1.00 (0.00–2.00) | 0.00 (0.00, 1.00) |
| Quality of life (0–2) | 0.00 (0.00–1.50) | 1.50 (0.00–2.00) | 0.00 (0.00–1.00) | 0.00 (0.00, 0.50) | 0.50 (0.00–1.00) | 0.00 (−0.50,1.00) |
| Relationship (0–3) | 0.50 (0.00–1.50) | 0.50 (0.00–2.50) | 0.00 (0.00–1.00) | 0.00 (0.00, 0.50) | 1.00 (0.00–1.50) | 0.50 (0.00,1.50) |
| EQ-5D-5L Higher score represents improvement | ||||||
| VAS (0–100) | 68.00 (50.00–80.00) | 60.00 (50.00–85.00) | 0.00 (− 7.00, 5.00) | 74.50 (60.00, 90.00) | 83.00 (75.00–90.00) | 2.50 (0.00, 30.00) |
| Utility index | 0.80 (0.73, 0.86) | 0.81 (0.75–0.86) | 0.03 (− 0.06, 0.14) | 0.84 (0.74, 0.85) | 0.79 (0.73–1.00) | 0.00 (0.00, 0.00) |
| WEMBWS (14–70) Higher score represents improvement | ||||||
50.00 (45.50–60.50) | 55.00 (49.00–57.00) | − 1.00 (− 8.00, 10.00) | 52.50 (43.00, 57.00) | 52.00 (45.00–55.00) | 2.50 (− 12.00, 6.00) | |
EORTC scores are not presented due to high levels of missing data
Patient acceptability of the technology
| Strongly disagree | Very much disagree | Disagree | Not sure | Agree | Very much agree | Strongly agree | |
|---|---|---|---|---|---|---|---|
| Usefulness ( | |||||||
| I would expect CHAT-P to help me improve my care | 0 | 0 | 0 | 3 | 7 | 1 | 0 |
| I would expect CHAT-P to be useful to the doctors and nurses that care for me | 0 | 0 | 0 | 1 | 10 | 0 | 0 |
| I would expect CHAT-P to be useful in consultations | 0 | 0 | 0 | 1 | 9 | 0 | 0 |
| I expect using CHAT-P would help me to understand my condition | 0 | 0 | 1 | 1 | 8 | 1 | 0 |
| I expect CHAT-P to help me look after myself | 0 | 0 | 0 | 4 | 5 | 2 | 0 |
| Overall I expect CHAT-P to be of benefit to me | 0 | 0 | 0 | 1 | 8 | 2 | 0 |
| Ease of use ( | |||||||
| I found it easy to log on to CHAT-P | 0 | 1 | 3 | 2 | 2 | 2 | 0 |
| I found it easy to re-set my password when required | 0 | 1 | 4 | 0 | 4 | 0 | 0 |
| I found the screen format clear | 0 | 0 | 0 | 0 | 9 | 1 | 0 |
| I was able to identify what needed to be filled in quite easily | 0 | 0 | 0 | 1 | 6 | 2 | 1 |
| I found it straight forward to interact with CHAT-P | 0 | 0 | 0 | 2 | 5 | 3 | 0 |
| I think the presentation of CHAT-P is good and has a clear outline | 0 | 0 | 1 | 2 | 6 | 1 | 0 |
| I found the links to further information useful | 0 | 0 | 0 | 3 | 5 | 2 | 0 |
| Overall the system is easy to use | 0 | 0 | 0 | 3 | 6 | 1 | 0 |