| Literature DB >> 35805465 |
Kana Kazawa1,2, Michiko Moriyama2.
Abstract
This longitudinal study aimed to evaluate a community-based and nurse-led advanced case management model centered on disease management. Participants were chronically ill patients aged 20 years and older who were highly dependent on medical care. The case management group (CMG) received nurse-led advanced case management, and the comparison group (CG) was selected by matching estimated propensity scores with the CMG. We compared the changes in medico-economic indicators between the two groups and analyzed the physical and psychological indicators of the CMG over time. The CMG comprised 51 participants, of which eight dropped out by 12 months after registration. After 1:1 propensity score matching, there were 40 participants in the CMG and CG, respectively. At 12 months after the registration, there was no significant difference between the two groups and no change in the CMG. At 24 months after the registration, the CMG's medical and long-term care costs decreased significantly, while the CG's costs increased. Moreover, there was a significant reduction in the number of hospital days and hospital admissions in the CMG. Our findings revealed that nurse-led advanced case management could be useful for patients with complex needs to avoid hospitalization due to exacerbations.Entities:
Keywords: advanced practice nurse; case management; chronic diseases; disease management; medical dependence; propensity score matching
Mesh:
Year: 2022 PMID: 35805465 PMCID: PMC9265887 DOI: 10.3390/ijerph19137807
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Figure 1Flow chart of participant selection.
Comparison of the two groups before propensity score matching. Mean ± Standard deviation.
| Measures | Case Management Group ( | Comparison Group ( | |||||
|---|---|---|---|---|---|---|---|
| Age (year) | 83.2 | ± | 6.5 | 80.0 | ± | 9.2 | 0.027 * |
| Sex Male | 16 | (37.2) | 446 | (39.4) | 0.874 | ||
| Medico-economic indicators for 12 months before registration | |||||||
|
Medical and long-term care costs (yen) | 4,127,357.0 | ± | 3,028,277.5 | 1,770,588.4 | ± | 1,818,261.0 | <0.001 *** |
|
Hospitalization days | 75.8 | ± | 63.9 | 32.5 | ± | 77.8 | <0.001 *** |
|
Number of hospital admissions | 2.0 | ± | 1.4 | 0.7 | ± | 1.1 | <0.001 *** |
|
Number of days of outpatient visits | 31.4 | ± | 36.1 | 48.0 | ± | 49.7 | 0.001 ** |
|
Number of emergency transports | 0.9 | ± | 1.1 | 0.4 | ± | 0.8 | <0.001 *** |
|
Use of advanced emergency medical care Yes | 9 | (20.9) | 44 | (3.9) | <0.001 *** | ||
| Level of long-term care required at registration | |||||||
|
Requiring support level 1–2 (Low care level) | 22 | (51.2) | 117 | (10.3) | <0.001 *** | ||
|
Long-term care level 1–2 (Moderate care level) | 8 | (18.6) | 134 | (11.8) | |||
|
Long-term care level 3–5 (Severe care level) | 4 | (9.3) | 71 | (6.3) | |||
|
Not applicable § | 9 | (20.9) | 810 | (71.6) | |||
| Disease name at the registration (ICD-10 codes) Yes | |||||||
|
Heart failure (I50) | 29 | (67.4) | 484 | (42.8) | 0.002 ** | ||
|
Ischemic heart disease (I20–I25) | 22 | (51.2) | 395 | (34.9) | 0.034 * | ||
|
Stroke (I61, I63, I69) | 18 | (41.9) | 502 | (44.3) | 0.876 | ||
|
Chronic kidney disease (N18) | 4 | (9.3) | 94 | (8.3) | 0.489 | ||
ICD-10 International classification of diseases, 10th version. § Not applicable included those for whom information on their care level cannot be collected because they do not use long-term care services. *: p < 0.05, **: p < 0.01, ***: p < 0.001.
Baseline comparison of the two groups after propensity score matching. Mean ± Standard deviation.
| Measures | Case Management Group ( | Comparison Group ( | Standardized Difference | |||||
|---|---|---|---|---|---|---|---|---|
| Age (year) | 83.5 | ± | 6.2 | 83.9 | 10.1 | 0.831 | −0.048 | |
| Sex Male | 16 | (40.0) | 13 | (32.5) | 0.642 | −0.079 | ||
| Medico-economic indicators for 12 months before registration | ||||||||
|
Medical and long-term care costs (yen) | 3,579,197.5 | ± | 2,233,957.9 | 3,410,927.3 | ± | 2,607,490.7 | 0.757 | 0.069 |
|
Hospitalization days | 70.8 | ± | 63.4 | 64.0 | ± | 84.2 | 0.684 | 0.091 |
|
Number of hospital admissions | 1.9 | ± | 1.4 | 1.8 | ± | 1.3 | 0.799 | 0.057 |
|
Number of outpatient visits days | 32.7 | ± | 37.1 | 28.1 | ± | 24.9 | 0.515 | 0.146 |
|
Number of medical institutions used | 2.8 | ± | 1.3 | 2.8 | ± | 1.6 | 1.000 | 0.000 |
|
Number of emergency transports | 0.9 | ± | 1.1 | 0.8 | ± | 1.4 | 0.727 | 0.078 |
|
Use of advanced emergency medical care Yes | 6 | (15.0) | 8 | (20.0) | 0.770 | −0.132 | ||
| Level of long-term care required at registration n (%) | ||||||||
|
Requiring help 1–2 (Low care level) | 20 | (50.0) | 7 | (17.5) | 0.387 | |||
|
Long-term care level 1–2 (Moderate care level) | 8 | (20.0) | 9 | (22.5) | ||||
|
Long-term care level 3–5 (Severe care level) | 4 | (10.0) | 6 | (15.0) | ||||
|
Not applicable § | 8 | (20.0) | 18 | (45.0) | ||||
| Disease name at the registration Yes | ||||||||
|
Heart failure (I50) | 27 | (67.5) | 28 | (70.0) | 1.000 | −0.054 | ||
|
Ischemic heart disease (I20–I25) | 19 | (47.5) | 21 | (52.5) | 0.823 | −0.100 | ||
|
Stroke (I61, I63, I69) | 18 | (47.5) | 17 | (42.5) | 1.000 | 0.050 | ||
|
Chronic kidney disease (N18) | 4 | (10.0) | 5 | (12.5) | 1.000 | −0.079 | ||
§ Not applicable included those for whom information on their care level cannot be collected because they do not use long-term care services.
Change from 12 months before to 12 months after the registration.
| Case Management Group ( | ||||||
|---|---|---|---|---|---|---|
| Above: Mean, Below: (Standard Deviation) | ||||||
| Medico-Economic Indicators | 12 Months before Registration | 12 Months after Registration | The Amount of Change | |||
| Within Group a | Inter-Group b | |||||
| Medical and long-term care costs (yen) | CMG | 3,579,197.5 (2,233,957.9) | 3,117,796.5 (2,409,920.8) | −461,401.0 (2,766,972.7) | 0.104 | 0.597 |
| CG | 3,410,927.3 (2,607,490.7) | 2,972,947.8 (3,095,380.3) | −437,979.5 (1,652,810.8) | 0.154 | ||
| Hospitalization days | CMG | 70.8 (63.4) | 66.7 (86.1) | −4.1 (89.6) | 0.368 | 0.761 |
| CG | 64.0 (84.2) | 69.4 (112.0) | 5.5 (65.9) | 0.343 | ||
| Number of hospital admissions | CMG | 1.9 (1.4) | 1.8 (1.5) | −0.1 (1.8) | 0.626 | 0.220 |
| CG | 1.8 (1.3) | 1.2 (1.5) | −0.6 (1.5) | 0.026 * | ||
| Number of outpatient visits days | CMG | 32.7 (37.1) | 31.2 (32.5) | −1.5 (17.0) | 0.931 | 0.355 |
| CG | 28.1 (24.9) | 25.5 (27.7) | −2.5 (24.2) | 0.139 | ||
| Number of emergency transports | CMG | 0.9 (1.1) | 0.5 (0.8) | −0.4 (1.2) | 0.066 | 0.920 |
| CG | 0.8 (1.4) | 0.4 (0.9) | −0.4 (1.4) | 0.065 | ||
CMG case management group, CG comparison group. The amount of change = (total of 12 months after registration—total of 12 months before registration). a: Wilcoxon test, b: Mann-Whitney U test. *: p < 0.05.
Changes in the physical and psychological indicators of the case management group. Mean ± standard deviation (n = 19).
| At the Registration | At 12 Months after the Registration | ||||||
|---|---|---|---|---|---|---|---|
| Barthel Index | 81.3 | ± | 20.5 | 81.6 | ± | 21.4 | 1.000 |
| EQ-5D-5L | 0.6098 | ± | 0.2156 | 0.6566 | ± | 0.1958 | 0.196 |
| PHQ-9 | 3.9 | ± | 4.1 | 5.1 | ± | 5.4 | 0.754 |
The score range of the Barthel Index is from 0 to 100, with higher scores indicating the more independent the patient is in activities of daily living. EQ-5D-5L: the Euro QOL 5-dimentions 5- level. This score range is from 0 to 1, with higher scores indicating higher QOL. PHQ-9: Patient Health Questionnaire-9. This score range from 0 to 27, with higher total scores indicating higher levels of depression. Wilcoxon signed rank test.
Changes from 12 months before to 24 months after the registration.
| Case Management Group ( | |||||
|---|---|---|---|---|---|
| Above: Mean, Below: (Standard Deviation) | |||||
| 12 Months before Registration | 12 Months after Registration | 13 to 24 Months after Registration | |||
| Medical and long-term care costs (yen) | CMG | 3,359,299.4 (2,241,974.7) | 2,812,704.1 (2,400,419.5) | 2,749,320.6 (3,561,427.3) | 0.021 * |
| CG | 3,272,133.5 (2,627,189.1) | 2,904,419.1 (3,246,640.3) | 3,651,219.4 (3,239,132.1) | 0.048 * | |
| Hospitalization days | CMG | 61.5 (56.9) | 53.7 (74.7) | 25.7 (67.2) | 0.002 ** |
| CG | 60.0 (85.6) | 63.9 (112.5) | 71.0 (118.9) | 0.111 | |
| Number of hospital admissions | CMG | 1.5 (1.1) | 1.5 (1.5) | 0.8 (0.9) | 0.001 ** |
| CG | 1.7 (1.2) | 1.0 (1.4) | 1.2 (1.5) | 0.017 * | |
| Number outpatient visits days | CMG | 31.7 (38.4) | 29.4 (30.4) | 25.7 (67.2) | 0.928 |
| CG | 28.4 (25.8) | 24.9 (29.2) | 24.9 (28.4) | 0.054 | |
| Number of emergency transports | CMG | 0.8 (1.1) | 0.4 (0.8) | 0.5 (0.8) | 0.169 |
| CG | 0.8 (1.5) | 0.4 (1.0) | 0.4 (1.1) | 0.486 | |
CMG case management group, CG comparison group. Friedman test. *: p < 0.05, **: p < 0.01.
Figure 2Evaluation of the case management by participants (n = 19) and family members (n = 11).