| Literature DB >> 28720558 |
Teja Voruganti1, Eva Grunfeld1,2, Trevor Jamieson3,4,5, Allison M Kurahashi6, Bhadra Lokuge6, Monika K Krzyzanowska1,7, Muhammad Mamdani1,5,8,9,10, Rahim Moineddin2,10, Amna Husain2,6.
Abstract
BACKGROUND: The management of patients with complex care needs requires the expertise of health care providers from multiple settings and specialties. As such, there is a need for cross-setting, cross-disciplinary solutions that address deficits in communication and continuity of care. We have developed a Web-based tool for clinical collaboration, called Loop, which assembles the patient and care team in a virtual space for the purpose of facilitating communication around care management.Entities:
Keywords: MeSH: Internet; adult; chronic disease; communication; continuity of patient care; interdisciplinary communication; neoplasms; outcome assessment (health care); patient care team; professional-patient relations
Mesh:
Year: 2017 PMID: 28720558 PMCID: PMC5539387 DOI: 10.2196/jmir.7421
Source DB: PubMed Journal: J Med Internet Res ISSN: 1438-8871 Impact factor: 5.428
Figure 1Screenshot of the Loop interface on desktop computer.
Figure 2Screenshot of the Loop interface on mobile phone.
Figure 3Participant Flow Diagram.
Baseline patient and family caregiver characteristics by treatment arm.
| Characteristics | Intervention arm (n=21) | Control arm (n=21) | ||
| Age in years, mean (SD) | 60 (12.8) | 59.5 (13.8) | ||
| Female sex, n (%) | 13 (61.9) | 16 (76.2) | ||
| Breast | 1 (4.8) | 10 (47.6) | ||
| Colorectal | 2 (9.5) | 1 (4.8) | ||
| Lung | 3 (14.3) | 6 (28.6) | ||
| Prostate | 2 (9.5) | 0 | ||
| Ovarian | 0 | 1 (4.8) | ||
| Thyroid | 2 (9.5) | 0 | ||
| Lymphoma | 6 (28.6) | 0 | ||
| Melanoma | 0 | 1 (4.8) | ||
| Brain | 1 (4.8) | 0 | ||
| Other | 4 (19.0) | 2 (9.5) | ||
| $0-$21,999 | 2 (9.5) | 4 (19.1) | ||
| $22,000-$49,999 | 2 (9.5) | 2 (9.5) | ||
| $50,000-$89,999 | 7 (33.3) | 4 (19.1) | ||
| >$90,000 | 4 (19.1) | 5 (20.8) | ||
| Prefer not to disclose | 6 (28.6) | 6 (28.6) | ||
| English | 20 (95.2) | 20 (95.2) | ||
| Other | 1 (4.8) | 1 (4.8) | ||
| Age-adjusted Charlson Comorbidity Index, mean (SD)a | 5.2 (2.5) | 5.8 (1.9) | ||
| Yes | 4 (19.1) | 6 (28.6) | ||
| No | 17 (81.0) | 15 (71.4) | ||
| Primary school | ‒ | ‒ | ||
| High school | 4 (19.1) | 6 (28.6) | ||
| College/University | 8 (38.1) | 8 (38.1) | ||
| Professional/Graduate degree | 9 (42.9) | 7 (33.3) | ||
| ECOG score, median (interquartile range)b | 1.5 (1-2) | 1 (1-2) | ||
| POS, mean (SD)c | 9.3 (6.8) | 9.8 (5.4) | ||
| Picker Continuity and Coordination subscale, mean (SD)d | 47.9 (28.5) | 62.5 (25.3) | ||
| ESAS (Total Symptom Distress Score), mean (SD)e | 21.2 (17.1) | 23.4 (12.9) | ||
| Age in years, mean (SD) | 57 (15.9) | 54 (14.6) | ||
| Female sex, n (%) | 9 (60.0) | 6 (33.3) | ||
| Missing, n (%) | 3 (16.7) | ‒ | ||
| Spouse | 7 (38.9) | 4 (22.2) | ||
| Immediate family | 5 (27.8) | 8 (44.4) | ||
| Other | 3 (16.7) | ‒ | ||
| Missing data | 3 (16.7) | ‒ | ||
aAge-adjusted Charlson Comorbidity Index is a measure of comorbidity based on risk of mortality. The score is weighted by age, increasing for each decade over age 40 [44].
bECOG scale is scored from 1-5 with 1 being well and 4 indicating complete disability. A value of 5 indicates death.
cMean summed scores are presented for POS with a maximum score of 40. Higher scores indicate worse quality of care.
dThe Picker Continuity and Coordination subscale is a proportion of total number of positive responses to total number of responses. Higher scores indicate the higher perceived continuity of care.
eMean summed scores are presented for the ESAS with a maximum score of 90. Higher scores indicate higher symptom distress.
Baseline health care provider demographics.
| Characteristics | Intervention arm (n=10) | Control arm (n=9) | ||
| Age in years, mean (SD) | 44 (7.9) | 43 (6.1) | ||
| Female sex, n (%) | 5 (50.0) | 3 (33.3) | ||
| Years in health care, mean (SD) | 16 (8.8) | 15 (6.5) | ||
| Medical oncologist | 4 (40.0) | 2 (22.2) | ||
| Radiation oncologist | 1 (10.0) | 2 (22.2) | ||
| Palliative care physician | 5 (50.0) | 5 (55.6) | ||
| Hospital-based | 6 (60.0) | 4 (44.4) | ||
| Home-based care | 4 (40.0) | 5 (55.6) | ||
| Other | ‒ | ‒ | ||
| Community setting | ‒ | ‒ | ||
| Academic setting | 10 (100) | 9 (100) | ||
| Fee-for-service | ‒ | ‒ | ||
| Alternate payment plan | 8 (80.0) | 7 (77.8) | ||
| Salaried | 1 (10.0) | 1 (11.1) | ||
| Other | 1 (10.0) | 1 (11.1) | ||
| Telehealth | ‒ | ‒ | ||
| Phone support | 2 (20.0) | 4 (44.4) | ||
| Phone support with visit when needed | 6 (60.0) | 5 (55.6) | ||
| Other | ‒ | ‒ | ||
| None | 2 (20.0) | ‒ | ||
| Additional health care providers identified, N | 51 | |||
| Family physician | 1 (4.5) | |||
| Nurse | 4 (18.2) | |||
| Case manager | 1 (4.5) | |||
| Palliative care physician | 4 (18.2) | |||
| Medical oncologist | 5 (22.7) | |||
| Naturopath | 1 (4.5) | |||
| Oncology nurse | 1 (4.5) | |||
| Otolaryngologist | 1 (4.5) | |||
| Personal support worker | 1 (4.5) | |||
| Psychiatrist | 1 (4.5) | |||
| Pharmacist | 1 (4.5) | |||
| Physiotherapist | 1 (4.5) | |||
| Additional health care providers who consented and registered on Loop, n (%) | 16 (72.7) | |||
| Additional health care providers identified per patient, mean (range) | 2.4 (1-5) | |||
aRecruited as part of the intervention arm and who provided consent.
Usage of Loop (intervention arm participants, n=24).
| Loop usage | Mean (range) or n (%) | ||
| Patients who registered on Loop (regardless of baseline questionnaire completion), n (%) | 20 (83) | ||
| Registered on Loop | 9 (90) | ||
| Used the tool (posted at least 1 message or viewed a patient Loop) | 7 (70) | ||
| Health care providers (including initiating physician) per patient Loop, mean (range) | 3 (0-5) | ||
| Additional health care providers suggested by each patient, mean (range) | 2.4 (1-5) | ||
| Additional health care providers per patient Loop, mean (range) | 1.25 (0-4) | ||
| Patient Loops health care provider is a part of, mean (range) | 1.6 (0-7) | ||
| Family caregivers per patient Loop, mean (range) | 0.5 (0-1) | ||
| Loops, n | |||
| 0 | 3 | ||
| 1-2 | 5 | ||
| 3-5 | 3 | ||
| 6-10 | 6 | ||
| >10 | 3 | ||
| 0 | 0 | ||
| 1-2 | 3 | ||
| 3-5 | 4 | ||
| 6-10 | 5 | ||
| >10 | 8 | ||
| 0 | 6 | ||
| 1-2 | 5 | ||
| 3-5 | 3 | ||
| 6-10 | 4 | ||
| >10 | 2 | ||
| 0 | 2 | ||
| 1-2 | 1 | ||
| 3-5 | 2 | ||
| 6-10 | 4 | ||
| >10 | 0 | ||
| 0 | 3 | ||
| 1-2 | 5 | ||
| 3-5 | 1 | ||
| 6-10 | 0 | ||
| >10 | 0 | ||
| Time from consent to registration on Loop (days), mean (range) | 39 (2-156) | ||
| Times an issue was tagged, mean (range) | 1 (1) | ||
| Times Attention To feature was used by a patient or caregiver, mean (range) | 3 (0-14) | ||
| Times Attention To feature was used by a health care provider per Loop, mean (range) | 0.6 (0-3) | ||
aA “Loop” is an aggregation of a patient and/or caregiver and at least the initiating physician allocated to the intervention arm, and registered on the intervention tool.
Figure 4Categories of messages on Loops with messages exchanged.
Feasibility outcomes by treatment arm.
| Intervention arm (n=24) | Control arm (n=24) | |
| Patients from oncology practices, n | 18 | 13 |
| Patients from palliative care practices, n | 6 | 11 |
| Initiating physicians, n | 10 | 9 |
| Consenting initiating physicians approached who provided at least one patient, n | 9 | 7 |
| Patients who completed baseline and, if in the intervention arm, registered on Loop, n (%) | 18 (75) | 21 (87.5) |
| Patients recruited per initiating physician, mean (SD) | 2.4 (2.2) | 2.7 (2.6) |
| Patients with a family caregiver who participated in study, n | 18 | 8 |
| Teams with an additional health care provider, n | 13 | ‒ |
Preliminary measures of effectiveness by treatment arm, available case analysis.
| Score at each month in the intervention arm | Score at each month in the control arm | Mean observed change from baseline (SD) in the intervention arm | Mean observed change from baseline (SD) in the control arm | Unadjusted difference between change scores (SD) | ||
| 1 month | 58.7 (23.0) | 64.4 (23.3) | -3.4 (29.6) | -6.7 (11.0) | 3.3 (31.6) | |
| 2 months | 66.7 (27.4) | 69.8 (24.7) | 9.1 (25.1) | 4.2 (22.8) | 4.9 (33.9) | |
| 3 months | 63.5 (25.8) | 60.2 (24.9) | 10.2 (31.5) | -1.1 (30.3) | 11.4 (43.8) | |
| 1 month | 7.5 (5.1) | 8.3 (5.3) | -1.3 (4.0) | -1.0 (3.4) | -0.3 (5.2) | |
| 2 months | 7.2 (4.5) | 9.2 (6.0) | 0.0 (3.2) | -0.6 (4.0) | 0.6 (5.1) | |
| 3 months | 8.2 (4.8) | 10.3 (6.5) | 0.8 (4.4) | 0.5 (5.4) | 0.4 (7.0) | |
| 1 month | 14.6 (11.8) | 24.7 (15.2) | -3.0 (9.0) | 1.4 (12.2) | -4.4 (15.2) | |
| 2 months | 15.2 (12.1) | 21.1 (11.7) | -1.6 (9.4) | 1.1 (8.0) | -2.7 (12.4) | |
| 3 months | 19.2 (9.3) | 23.3 (17.0) | 2.3 (10.7) | 3.4 (8.7) | -1.1 (13.8) | |
| Baseline | 3 | 1 | ‒ | ‒ | ‒ | |
| 1 month | 1 | 2 | ||||
| 2 months | 0 | 2 | ||||
| 3 months | 0 | 3 | ||||
| Baseline | 3 | 0 | ‒ | ‒ | ‒ | |
| 1 month | 1 | 1 | ||||
| 2 months | 0 | 0 | ||||
| 3 months | 0 | 3 | ||||
aThe Picker Continuity and Coordination subscale is a proportion of total number of positive responses to total number of responses. Higher scores indicate the higher perceived continuity of care.
bMean summed scores are presented for the POS with a maximum score of 40. Higher scores indicate worse quality of care.
cMean summed scores are presented for the ESAS with a maximum score of 90. Higher scores indicate higher symptom distress.
Complete case analysis preliminary measures of effectiveness by treatment arm.
| Score at each month in the intervention arm | Score at each month in the control arm | Mean observed change from baseline (SD) in the intervention arm | Mean observed change from baseline (SD) in the control arm | Unadjusted difference between change scores (SD) | ||
| Baseline | 57.8 (27.5) | 76.8 (21.0) | ‒ | ‒ | ‒ | |
| 1 month | 51.6 (20.5) | 73.2 (28.3) | -6.3 (34.7) | -3.6 (11.9) | -2.7 (36.7) | |
| 2 months | 62.5 (25.0) | 76.8 (24.4) | 4.7 (26.7) | 0.0 (21.7) | 4.7 (34.4) | |
| 3 months | 65.6 (60.0) | 66.1 (29.5) | 7.8 (36.6) | -10.7 (30.1) | 18.5 (47.4) | |
| Baseline | 8.0 (6.0) | 8.0 (6.2) | ‒ | ‒ | ‒ | |
| 1 month | 6.5 (3.7) | 6.0 (5.9) | -1.5 (4.4) | -2.0 (3.0) | 0.5 (5.3) | |
| 2 months | 8.3 (3.5) | 7.1 (5.1) | 0.3 (3.8) | -0.9 (2.0) | 1.1 (4.3) | |
| 3 months | 8.3 (3.1) | 8.4 (7.6) | 0.3 (4.7) | 0.4 (6.0) | -0.2 (7.6) | |
| Baseline | 16.8 (10.3) | 16.8 (12.8) | ‒ | ‒ | ‒ | |
| 1 month | 11.7 (8.0) | 19.4 (13.2) | -5.1 (9.7) | 2.5 (7.4) | -7.7 (12.2) | |
| 2 months | 14.3 (8.3) | 20.3 (13.6) | -2.5 (11.0) | 3.5 (7.4) | -6.8 (13.3) | |
| 3 months | 18.9 (8.4) | 21.3 (21.4) | 2.1 (11.6) | 4.4 (10.3) | -2.4 (15.5) | |
| Baseline | 2 | 1 | ‒ | ‒ | ‒ | |
| 1 month | 1 | 1 | ||||
| 2 months | 0 | 0 | ||||
| 3 months | 0 | 2 | ||||
| Baseline | 2 | 0 | ‒ | ‒ | ‒ | |
| 1 month | 1 | 0 | ||||
| 2 months | 0 | 0 | ||||
| 3 months | 0 | 3 | ||||
aThe Picker Continuity and Coordination subscale is a proportion of total number of positive responses to total number of responses. Higher scores indicate the higher perceived continuity of care.
bMean summed scores are presented for the POS with a maximum score of 40. Higher scores indicate worse quality of care.
cMean summed scores are presented for the ESAS with a maximum score of 90. Higher scores indicate higher symptom distress.