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A Secondary-Primary Mental Health Integrated Care Model for Communities with Diverse Population and Complex Health Needs – a Case Study with Health Care Utilization Evaluation Cover

A Secondary-Primary Mental Health Integrated Care Model for Communities with Diverse Population and Complex Health Needs – a Case Study with Health Care Utilization Evaluation

Open Access
|May 2022

Figures & Tables

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Figure 1

The operational structure of Mental health specialist services and Emergency department.

ijic-22-2-5939-g2.png
Figure 2

The study participants flow chart.

Table 1

Demographics of the three cohorts.

PRIMARY ILOC COHORTILOC STUDY-COHORTMATCHED-COHORTP VALUE OF COMPARING ILOC STUDY VS. MATCHED-COHORTS
n = 373n = 101n = 404
Age (mean (std))48 (29)41 (28)41 (26)0.86†
Age groups
    0–19113 (30.3%)37 (36.6%)148 (36.6%)
    20–2933 (8.9%)9 (8.9%)36 (8.9%)
    30–3924 (6.4%)8 (7.9%)36 (8.9%)
    40–4927 (7.2%)9 (8.9%)32 (7.9%)
    50–6443 (11.5%)11 (10.9%)44 (10.9%)
    65 and over133 (35.7%)27 (26.7%)108 (26.7%)
Gender
    Female218 (58.5%)66 (65.4%)269 (66.7%)
    Male155 (41.6%)35 (34.7%)135 (33.4%)0.81§
Ethnicity
    Asian25 (6.7%)9 (8.9%)16 (3.9%)
    European281 (75.3%)69 (68.3%)295 (73.0%)
    Maaori53 (14.2%)20 (19.8%)85 (21.0%)
    Other8 (2.1%)1 (1.0%)0 (0%)
    Pacific6 (1.6%)2 (2.0%)8 (2.0%)0.10§
Born in New Zealand
    No75 (20.1%)19 (18.8%)50 (12.4%)
    Unknown13 (3.5%)011 (2.7%)
    Yes285 (76.4%)82 (81.2%)343 (84.9%)0.47§
Deprivation score
    mean (std)5 (3)5 (3)6 (3)0.17$
    Distance (km) to hospital (median (IQR))24.6 (9.6, 29.4)22.7 (9.4, 29.4)9.6 (6.4, 14.6)<0.0001#

[i] † Analysis of variance.

# Kolmogorov-Smirnov two sample tests (empirical distribution test).

§ Chi square test or fisher exact test.

Table 2

Clinical profile of study-cohort and matched-cohort.

ILOC STUDY-COHORTMATCHED-COHORtP VALUE#
Referral for first specialist episode was from GP47 (46.5%)184 (45.5%)0.86
N = 101N = 404
Medication profile post first referral
    ADHD0 (0%)9 (6.9%)
    Benztropine2 (2.0%)3 (2.3%)0.52
    Antidepressant22 (21.8%)77 (19.1%)0.53
    Antipsychotic25 (24.8%)72 (17.8%)0.11
    Hypnotic12 (11.9%)33 (8.2%)0.24
    Mood stabilization8 (7.9%)13 (3.2%)0.03*
    Anxiolytic14 (13.9%)30 (7.4%)0.04*
Previous suicide attempts 1 year before Jan 20176 (5.9%)14 (3.5%)0.39
Have previous ED and inpatient wards admission43 (42.6%)154 (38.1%)0.48

[i] # Chi square or fisher exact test.

Table 3

MH&A Length of care/stay.

DATA PRESENTED ARE DAYSILOC STUDY-COHORTMATCHED-COHORT
    no of admission episodes = 69no of admission episodes = 326
    observed acute service length of care in days median (IQR)5 (1–10)5 (2–11)
no of admission episodes = 26no of admission episodes = 52
    observed inpatients length of stay median (IQR)13 (5–26)12 (5.5–22.5)
no of admission episodes = 123no of admission episodes = 362
    observed Non acute length of care median (IQR)66 (8–205)76 (18–189)
no of admission episodes = 218no of admission episodes = 740
    observed all length of care in days (median (IQR))14 (3–99)13 (4–76)
Table 4

Length- of- care (days) in non-acute MHS – comparison between ILoC study and matched-cohort adjusted for confounding factors.

ESTIMATED RATIO IN DAYSCONFIDENCE INTERVALP VALUE
study ILoC cohort vs. matched-cohort0.710.47–1.080.11
Predisposing factors
    Age at referral (each year increase)0.990.98–1.000.04*
ethnicity
    Asian and others vs. European1.130.46–2.780.79
    Maaori and Pacific vs. European1.040.64–1.690.86
Gender
    Female vs. Male1.090.75–1.570.66
    Born in NZ (Yes vs. No)0.950.48–1.880.89
Enabling factors
    deprivation index1.030.97–1.110.31
Clinical needs factors
    Antidepressant (Yes vs. No)1.671.06–2.650.03*
    Antipsychotic (Yes vs. No)1.310.78–2.200.30
    Hypnotic (Yes vs. No)0.620.30–1.310.21
    mood stabilization (Yes vs. No)0.900.41–1.950.78
    anxiolytic (Yes vs. No)1.750.80–3.820.16
Table 5

Admissions to acute MHS -comparison between ILoC cohort and matched-cohort adjusted for confounding factors.

HAZARD RATIO95% CONFIDENCE INTERVALP VALUE
Study group (study ILoC cohort vs. matched-cohort)0.750.54 – 1.030.08
    Age at referral1.001.00 – 1.010.34
ethnicity
    Asian and Other vs. European1.180.66 – 2.120.58
    Māori and Pacific vs. European1.140.84 – 1.560.40
Gender
    Female vs. Male1.130.85 – 1.500.42
    Born in NZ (No verse Yes)0.770.47 – 1.260.30
    Deprivation index1.101.05 – 1.15<0.0001*
    antidepressant (Yes vs. No)1.481.11 – 1.980.007*
    Antipsychotic (Yes vs. No)1.611.19 – 2.170.002*
Table 6

First MHS episode after ILoC intervention in ILoC study-cohort compared to matched-cohort.

ILOC STUDY-COHORTILOC MATCHED-COHORTP VALUE
Count (%)Count (%)
n = 101‡n = 404‡
    Acute admission35 (34.7%)199 (49.3%)
    Inpatient admission6 (5.9%)21 (5.2%)
    Non-acute admission60 (59.4%)184 (45.5%)0.03*

[i] ‡ Number of participants.

Table 7

Acute admission in the first MHS episode after ILoC intervention – adjusted for confounding factors.

ODDS RATIOCONFIDENCE INTERVALP VALUE
study ILoC cohort vs. matched-cohort0.520.320.850.009*
Predisposing factors
    Age at referral (each year increase)1.011.0021.020.01*
ethnicity
    Asian and others vs. European1.400.553.530.48
    Maaori and Pacific vs. European1.691.012.830.05*
Gender
    Female vs. Male1.741.152.610.008*
    Born in NZ (Yes vs. No)1.480.772.870.24
Enabling factors
    deprivation index1.161.091.25<.0001*
Clinical needs factors
    Antidepressant (Yes vs. No)1.691.032.770.04*
    Antipsychotic (Yes vs. No)2.541.524.260.0004*
DOI: https://doi.org/10.5334/ijic.5939 | Journal eISSN: 1568-4156
Language: English
Submitted on: Mar 5, 2021
Accepted on: May 3, 2022
Published on: May 16, 2022
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2022 Clive Bensemann, Irene Suilan Zeng, Helen Hamer, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.