| Literature DB >> 25153471 |
Taina Ala-Nikkola1, Sami Pirkola2, Raija Kontio3, Grigori Joffe4, Maiju Pankakoski5, Maili Malin6, Minna Sadeniemi7, Minna Kaila8, Kristian Wahlbeck9.
Abstract
Governances, structures and contents of mental health services are being reformed across countries. There is a need for data to support those changes. The aim of this study was to explore the quality, i.e., diversity and community orientation, and quantity, i.e., personnel resources, of mental health and substance abuse services (MHS) and evaluate correlation between population needs and quality and quantity of MHS. The European Service Mapping Schedule-Revised (ESMS-R) was used to classify mental health and substance abuse services in southern Finland. Municipal-level aggregate data, local data on unemployment rate, length of education, age of retirement, proportion of single households, alcohol sales and a composite mental health index were used as indicators of population mental health needs. Population size correlated strongly with service diversity, explaining 84% of the variance. Personnel resources did not associate with diversity or community orientation. The indicators of mental health services need did not have the expected association with quality and quantity of services. In terms of service organization, the results may support larger population bases, at least 150,000 adult inhabitants, when aiming for higher diversity.Entities:
Mesh:
Year: 2014 PMID: 25153471 PMCID: PMC4143871 DOI: 10.3390/ijerph110808456
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1The European service mapping schedule (ESMS-R) mapping tree [23,26].
Background variables of catchment areas *.
| Catchment area | Länsi-Uusimaa | Lohja | Hyvinkää | Porvoo | Helsinki | Jorvi | Peijas | Kymen-laakso | Etelä-Karjala | Weighted Mean | SD | Finland |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Area number | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | |||
| Population (≥18 year) | 35,316 | 70,192 | 138,973 | 74,079 | 497,814 | 227,605 | 185,984 | 141,085 | 107,612 | 164,295 | 138,626 | 4,202,852 |
| Mental health index (not age adjusted) | 82 | 84.5 | 72.1 | 73.5 | 83.9 | 65.9 | 78 | 110.8 | 104.7 | 83.4 | 13.1 | 100 |
| Education ** | 3 | 3.2 | 3.5 | 3.3 | 4.1 | 4.6 | 3.4 | 3 | 3 | 3.4 | 0.6 | 3.4 |
| Average age of retirement | 60.2 | 59 | 58.6 | 59.3 | 59.3 | 58.9 | 58.9 | 58.4 | 58.8 | 59 | 0.5 | 58.7 |
| Unemployment % | 7.2 | 7.1 | 6 | 7.1 | 7.5 | 5.5 | 8 | 12.2 | 11.8 | 7.8 | 2.4 | 9.4 |
| Single households (%) | 40.1 | 34.8 | 34.2 | 35.2 | 49 | 34.4 | 38.1 | 43.9 | 43.6 | 41.5 | 5.3 | 41.2 |
| Alcohol, sold (100%/ltr/inhabi-tant) | 8.8 | 8 | 7.3 | 7.2 | 9.4 | 6.3 | 8.1 | 8.6 | 9.4 | 8.3 | 1 | 8.2 |
* Data Statistics Finland© THL, SOTKAnet Statistics and Indicator Bank 2005–2013; ** Approximate education years (Scale 0–X) after primary school (in Finland approximaly 9 years education).
Figure 2Diversity of services (MTC N = 89) association with size of population (a) and mental health index (b) (MHI national average 100). Linear regression lines and coefficients (r2) are shown.
The number of different Main type of care (MTC) * by main branch of ESMS-R (diversity), resource allocation (FTE **) and community orientation of services.
| Catchment area | Länsi-Uusimaa | Lohja | Hyvinkää | Porvoo | Helsinki | Jorvi | Peijas | Kymen-laakso | Etelä-Karjala | Total | Mean | SD | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Area number | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | |||||||
|
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| I Information for care | - | 1 | - | - | 6 | 1 | 4 | 2 | 0 | 14 | 2.33 | 2.3 | ||||
| D Day care | 6 | 3 | 10 | 7 | 29 | 9 | 10 | 16 | 16 | 106 | 11.8 | 7.7 | ||||
| S Self-help and voluntary care | 4 | 9 | 24 | 9 | 29 | 15 | 11 | 23 | 18 | 142 | 15.8 | 8.3 | ||||
| O Outpatient care | 6 | 11 | 19 | 12 | 55 | 19 | 22 | 31 | 19 | 194 | 21.6 | 14 | ||||
| R Residential care | 7 | 16 | 41 | 15 | 72 | 25 | 30 | 44 | 20 | 270 | 30 | 20 | ||||
| Number of service units/BSIC | 23 | 40 | 94 | 43 | 191 | 69 | 77 | 116 | 73 | 726 | 80.6 | 50 | ||||
| Day care (D) FTE | 20.7 | 13 | 49.2 | 18.4 | 134.5 | 24.5 | 14 | 30 | 65.2 | 369 | 41.1 | 39 | ||||
| Outpatient care (O) FTE | 44.6 | 49.3 | 131.9 | 48.2 | 563.9 | 198.7 | 173 | 128.3 | 90.11 | 1428 | 159 | 162 | ||||
| Residential care (R) FTE | 113 | 179.2 | 396.7 | 130.2 | 983.0 | 252.9 | 283.5 | 397.4 | 176.5 | 2912 | 324 | 268 | ||||
| Total FTE | 178.3 | 242.5 | 577.7 | 196.7 | 1701.4 | 479.1 | 477.5 | 557.7 | 331.7 | 4741 | 527 | 466 | ||||
| Total FTE/1000 adults | 5.1 | 3.5 | 4.2 | 2.7 | 3.4 | 2.1 | 2.6 | 4.0 | 3.1 | 3.2 | 3.4 | 0.7 | ||||
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| Number of different MTC | 16 | 16 | 26 | 13 | 38 | 27 | 23 | 24 | 23 | 56 | 22.8 | 7.5 | ||||
| Community-based services =FTE D + O | 65.3 | 62.3 | 181.1 | 66.58 | 420 | 223.2 | 187 | 158.3 | 155.3 | 1519 | 164 | 101 | ||||
| Community-based services =FTE D + O/1000 adult | 1.85 | 0.89 | 1.3 | 0.9 | 0.84 | 0.98 | 1.01 | 1.12 | 1.44 | 1.03 | 1.13 | 0.3 | ||||
| Community orientation ratio *** | 0.58 | 0.35 | 0.46 | 0.51 | 0.43 | 0.88 | 0.66 | 0.4 | 0.88 | 0.52 | 0.58 | 0.2 | ||||
* European Service Mapping Schedule-Revised mapping tree’s main branch codes [23]: Accessibility (not found), Information for care, Day care, Self-help and voluntary care, Outpatient care and Residential care are main branches of Main types of Care (MTC). Totally 89 different MTC are possible on ESMS-R [23]; ** FTE, allocated full-time equivalents as personnel resources (located on units/ BSIC) on D, O and R services; *** Community orientation= community-based care (D+O) FTE/ residential care FTE ratio.
Correlations between sociodemographic variables, MTC-codes and resource allocation (FTE) (N = 9).
| Variables | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Population (+18years) | 1 | |||||||||
| 2 | Mental Health Index | −0.18 | 1.00 | ||||||||
| 3 | Education | 0.73 * | −0.67 * | 1.00 | |||||||
| 4 | Unemployment | 0.08 | 0.82 ** | −0.56 | 1.00 | ||||||
| 5 | Age of retirement | −0.31 | −0.19 | −0.03 | −0.25 | 1.00 | |||||
| 6 | Single households | 0.20 | 0.73 * | −0.38 | 0.85 ** | 0.12 | 1.00 | ||||
| 7 | Alcohol sold | 0.01 | 0.74 * | −0.44 | 0.77 * | 0.09 | 0.85 ** | 1.00 | |||
| 8 | Different MTC-codes | 0.86 ** | −0.13 | 0.64 | −0.05 | −0.39 | 0.13 | 0.11 | 1.00 | ||
| 9 | Total FTE/1000 inhabitants | −0.50 | 0.35 | −0.57 | 0.13 | 0.01 | 0.13 | 0.36 | −0.11 | 1.00 | |
| 10 | Community-based care FTE/1000 inhabitants | −0.40 | 0.09 | −0.56 | 0.19 | −0.31 | −0.03 | 0.23 | −0.13 | 0.45 | 1.00 |
| 11 | Community orientation (Community/residential service FTE ratio) | 0.13 | −0.40 | 0.14 | −0.06 | −0.10 | −0.16 | −0.08 | 0.06 | −0.49 | 0.50 |
* Correlation is significant at the 0.05 level—Spearman Correlation Test; ** Correlation is significant at the 0.01 level—Spearman Correlation Test.
Figure 3Community orientation (FTE allocated to community-oriented care vs. residential care) association with size of population (a) and mental health index (b) (MHI national average 100). Linear regression lines and coefficients (r2) are shown.
Figure 4Allocated personnel resources FTE (Full time equivalents) per 1000 inhabitants associated with size of population (a) and mental health index (b) (MHI national average 100). Linear regression lines and coefficients (r2) are shown.