| Literature DB >> 26833970 |
Mark Wilberforce1, Sue Tucker2, Christian Brand2, Michele Abendstern2, Rowan Jasper2, David Challis2,3.
Abstract
OBJECTIVES: To evaluate the association between the degree of integration in community mental health teams (CMHTs) and: (i) the costs of service provision; (ii) rates of mental health inpatient and care home admission.Entities:
Keywords: admissions; costs; integrated care; multidisciplinary teams; social work
Mesh:
Year: 2016 PMID: 26833970 PMCID: PMC5108488 DOI: 10.1002/gps.4424
Source DB: PubMed Journal: Int J Geriatr Psychiatry ISSN: 0885-6230 Impact factor: 3.485
Caseload characteristics
| Full sample % | Min – Max % across teams | Full sample | ||
|---|---|---|---|---|
| Age | 65–74 | 31.8 | 17.8–44.7 | 279 |
| 75–84 | 44.6 | 37.5–53.2 | 391 | |
| 85+ | 23.6 | 15.8–39.3 | 207 | |
| Domicile | Own home (alone) | 46.3 | 33.3–54.9 | 403 |
| Own home (with other) | 45.5 | 35.4–53.5 | 396 | |
| Other residence | 8.27 | 3.5–20.4 | 72 | |
| Informal care | Yes | 62.2 | 38.9–74.8 | 511 |
| No | 37.8 | 25.2–61.1 | 310 | |
| Diagnosis | Organic | 35.1 | 20.2–58.1 | 308 |
| Functional | 46.9 | 15.4–72.1 | 411 | |
| Mixed | 6.8 | 1.1–9.4 | 60 | |
| No diagnosis | 11.2 | 0.0–26.4 | 98 | |
| Activities of daily living | Independent | 74.8 | 59.6–91.3 | 644 |
| Minimal help needed | 14.5 | 5.8–20.4 | 125 | |
| Partially dependent | 7.0 | 2.6–16.0 | 60 | |
| Totally/very dependent | 3.7 | 0.0–6.5 | 32 | |
| Cognitive function | Intact/mild impairment | 66.4 | 17.3–82.7 | 563 |
| Moderate impairment | 26.9 | 15.7–41.7 | 229 | |
| Severe impairment | 6.7 | 1.6–19.2 | 57 | |
| Challenging behaviour | Low | 44.1 | 28.9–72.1 | 383 |
| Medium | 50.1 | 26.0–67.5 | 435 | |
| High | 5.8 | 1.7–12.8 | 50 | |
| Risks | At least one high risk | 18.1 | 8.7–23.9 | 156 |
| No high risks | 81.9 | 76.1–91.3 | 705 |
Notes: 140 ADL scores and 438 MMSE scores were based on imputation procedures.
Overview of costs and outcomes data
| Team designation | High integration | Low integration | All | ||||||
|---|---|---|---|---|---|---|---|---|---|
| A | B | C | D | E | F | G | I | ||
| Costs (£) per patient per month (standard deviation) | |||||||||
| CMHT visits | 318 (309) | 220 (183) | 307 (251) | 443 (394) | 237 (212) | 205 (165) | 125 (125) | 138 (105) | 243 (248) |
| Social care support (if in receipt) | 575 (503) | 920 (814) | 724 (578) | 790 (637) | 888 (933) | 723 (779) | 639 (519) | 709 (625) | 746 (688) |
|
|
|
|
|
|
|
|
|
|
|
| Other costs | 66 (135) | 91 (114) | 90 (157) | 50 (94) | 45 (91) | 37 (119) | 15 (54) | 49 (134) | 58 (122) |
| Total costs | 691 (553) | 842 (872) | 729 (658) | 830 (699) | 616 (812) | 523 (681) | 284 (389) | 512 (553) | 638 (680) |
| Outcomes by T2 (%) | |||||||||
| Mental health inpatient admission | 7.0 | 2.9 | 9.4 | 14.0 | 8.0 | 1.9 | 2.5 | 1.7 | 5.8 |
| Care home placement | 6.1 | 8.6 | 21.9 | 13.8 | 5.4 | 5.8 | 5.1 | 9.4 | 9.3 |
|
| 114 | 105 | 107 | 94 | 112 | 104 | 119 | 117 | 870 |
Note: ‘Other costs’ include day hospital attendance, psychological therapy input, local authority social worker visits (outside CMHT) and external memory services.
Generalised linear model (Gamma distribution, log‐link function) of total service costs
| Coefficient (exp) |
| SE |
| |
|---|---|---|---|---|
| Physical dependency (ref: independent) | ||||
| Limited help needed | 1.98 | 6.0 | 0.22 | <0.001 |
| Major help needed | 2.23 | 5.9 | 0.31 | <0.001 |
| Cognitive function (ref: intact) | ||||
| Mild impairment | 1.06 | 0.6 | 0.12 | 0.579 |
| Moderate impairment | 1.35 | 2.1 | 0.19 | 0.036 |
| Severe impairment | 1.78 | 2.8 | 0.37 | 0.006 |
| Challenging behaviour (ref: none/low) | ||||
| Medium | 1.38 | 3.8 | 0.12 | <0.001 |
| High | 1.80 | 3.1 | 0.34 | 0.002 |
| Diagnostic groups (ref: all other groups) | ||||
| Depression/anxiety | 0.88 | −1.2 | 0.10 | 0.250 |
| Other functional | 0.83 | −1.5 | 0.10 | 0.133 |
| No formal diagnosis | 0.65 | −3.3 | 0.08 | 0.001 |
| Mixed organic/functional | 0.97 | −0.2 | 0.15 | 0.851 |
| Indication of depression | 1.18 | 2.2 | 0.09 | 0.029 |
| Lives alone | 1.43 | 4.6 | 0.11 | <0.001 |
| 8+ h/week informal care | 0.60 | −4.3 | 0.07 | <0.001 |
| Team type (ref: low integration teams) | ||||
| High integration teams | 1.44 | 4.8 | 0.11 | <0.001 |
| Constant | 270.05 | 40.8 | 37.04 | <0.001 |
Model fit: F(15, 17 654.0) = 13.95 (p < 0.001); Estimated R 2 = 0.18; n = 803.
Note: Model is based on 20 imputations (predictive mean matching) of all cost components and cognitive impairment (truncated regression of recent MMSE scores).
Logistic regression of the likelihood of inpatient admission
| Odds ratio |
| SE |
| |
|---|---|---|---|---|
| Diagnostic groups (ref: all other groups) | ||||
| Depression and no challenging behaviour | 2.64 | 2.0 | 1.30 | 0.049 |
| Other functional and challenging behaviour | 2.98 | 1.9 | 1.71 | 0.058 |
| Organic and challenging behaviour | 2.40 | 1.8 | 1.16 | 0.072 |
| Mixed and challenging behaviour | 2.96 | 1.7 | 1.90 | 0.092 |
| Indication of depression | 2.62 | 2.6 | 0.96 | 0.009 |
| Aged 85+ | 0.29 | −2.0 | 0.18 | 0.046 |
| 8+ h/week informal care | 2.57 | 2.3 | 1.05 | 0.022 |
| Time since referral (months) | 0.98 | −1.8 | 0.01 | 0.072 |
| Number of visits by consultant | 1.35 | 2.7 | 0.15 | 0.007 |
| Team type (ref: low integration teams) | ||||
| High integration teams | 1.99 | 1.8 | 0.75 | 0.068 |
| Constant | 0.01 | −8.4 | 0.01 | <0.001 |
Model fit: LR χ 2(10) = 51.78 (p < 0.001); Pseudo R 2 = 0.16; Linktest p(hat) = 0.021; p(hatsq) = 0.755; Hosmer‐Lemeshow χ 2(8) = 6.31 (p = 0.613); n = 800.
Complementary log–log regression of care home entry
| Coefficient (exp) |
| SE |
| |
|---|---|---|---|---|
| Functional dependence (ref: independent) | ||||
| Limited help needed | 1.87 | 2.0 | 0.58 | 0.043 |
| Major help needed | 1.72 | 1.5 | 0.61 | 0.127 |
| Cognitive function (ref: intact) | ||||
| Mild impairment | 1.40 | 0.7 | 0.64 | 0.464 |
| Moderate impairment | 1.92 | 1.5 | 0.81 | 0.123 |
| Severe impairment | 3.39 | 2.5 | 1.68 | 0.014 |
| Behavioural difficulties (ref: none/low) | ||||
| Medium | 1.67 | 1.7 | 0.51 | 0.090 |
| High | 7.41 | 4.8 | 3.08 | <0.001 |
| Age (centred) | 1.04 | 2.5 | 0.02 | 0.014 |
| Lives alone | 1.60 | 1.8 | 0.42 | 0.072 |
| In receipt of informal care | 0.49 | −2.1 | 0.17 | 0.039 |
| Team type (ref: low integration teams) | ||||
| High integration teams | 1.49 | 1.6 | 0.37 | 0.108 |
| Constant | <0.01 | −13.4 | <0.01 | <0.001 |
| log(time at risk) | 1 | (offset) | ||
Model fit: F(11, 40 927.1) = 7.15 (p < 0.001); n = 812.
Note: ‘Time at risk’ was until end of follow‐up or patient's death (4%).
| Baseline (T1) | Follow‐up (T2) | |
|---|---|---|
| Target sample size | 960 | 960 |
| Participants | Random selection of home‐dwelling patients, aged 65+, receiving regular support from CMHT | Same cohort |
| Data collection | Socio‐demographic information | Admission to psychiatric inpatient bed since T1 |
| Informal care receipt | Admission to residential/nursing care since T1 | |
| Diagnosis | Date of discharge or death, if applicable | |
| Date of referral to CMHT | ||
| Functional dependency (Barthel Index) | ||
| Instrumental ADL (Nottingham Extended ADL) | ||
| Depression Screen (PHQ‐2) | ||
| Cognitive function (MMSE) | ||
| Behavioural problems (six items) | ||
| Risk (six items) | ||
| CMHT contacts in last month | ||
| Contacts with psychiatrist in last six months | ||
| Other mental health service receipt | ||
| Personal social care | ||
| Day care | ||
| Other social care services | ||
| Method of collection | Proforma completed by care coordinator | Administrative data collection |