Submitted:
17 August 2023
Posted:
18 August 2023
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Sample
- Previous research studies developed in Spain about cost models in care centres for dependent persons (BIC Galicia, 2008; Deloitte, 2006; CEIN, 2003; Montserrat, 2005; Guillén, 2007; Granell et al, 2018; De Prada and Borges, 2015; KPMG, 2015; Tortosa et al., 2015; BIC Galicia, 2012; Fernández-Moreno et al., 2011; Dizy et al., 2009, among others).
- The quantitative information collected through a questionnaire to those responsible for the centres, which allows for the establishment of a real primary source of information on which to support the cost model. Data collection was carried out during the third quarter of 2021 , with a total of 68 responses and a response rate of 40.7%. The sampling error for a confidence level of 95% is 9.18% taking into account the number of centres and 1.17% if the number of authorised places is considered. Since the study sample includes the largest dependency care centres in the region, the results obtained have a broad representativeness.
- Current regulations on the promotion of personal autonomy and care for dependent persons.
2.2. Methodology
- Analysis of the answers given in the questionnaire by the responsible of each centre about the costs they support for each person attended.
- 13 variables have been identified to construct a cost model for each kind of centre. 16 categories of residential and day care centres were considered according to the classification stablished in the Cantabria´s regulation.
- Definition of hypotheses to calculate the value of each variable and verification of the coherence of the hypotheses using previous literature and different sources of information.
- Calculation of the cost for each kind of centre and comparison with the public price offered by the regional government to these centres.
2.3. Variables
3. Results
3.1. Initial Investment: Land and Building Costs Per User
- European Business and Innovation Centre of Navarra (2003): 36,000-60,000 euros/user (excluding land).
- Magariño (2006): 48,000-75,000 euros/user.
- Deloitte (2006): 56,199 euros/user (excluding land).
- KPMG (2015): 40,000 euros/user
- PlantaDoce (2019): 65,000 euros/user (excluding land)
- Experts in the sector in Cantabria through personal interview in 2021: 50,000-60,000 euros/user.
- −
- The average investment per user, both in land and building and all the equipment necessary for start-up, amounts to 69,761.62 euros/place in residential centres (48,373.33 euros/place excluding land). This value is in the range of values of the average investment per place in previous studies.
- −
- Investment in buildings, land and infrastructure represents 78.2% of the total (68.6% if the investment in land is not considered because it is not depreciable).
- −
- Investment in other equipment (furniture, vehicles, IT equipment, etc.) represents 21.8% of the total (31.4% if land investment is not considered).
| Residential Centres | |||
|---|---|---|---|
| Considering Investment in Land | Excluding Investment in Land | ||
| Mean value | % | % | |
| Land | 21,388.29 | 30.7% | |
| Buildings (acquisition or refurbishment) | 24,564.74 | 35.2% | 50.8% |
| Infrastructure | 8,614.86 | 12.3% | 17.8% |
| Furniture | 6,550.28 | 9.4% | 13.5% |
| Transport vehicles | 1,616.28 | 2.3% | 3.3% |
| Computer equipment | 1,638.75 | 2.3% | 3.4% |
| Physical rehabilitation equipment | 215.84 | 0.3% | 0.4% |
| Cognitive rehabilitation equipment | 139.1 | 0.2% | 0.3% |
| Other | 5,033.48 | 7.2% | 10.4% |
| TOTAL | 69,761.62 | 100.0% | 100.0% |
- −
- The average value of floor area per residential care user in Cantabria is 47.35 m2, according to the responses to the questionnaire. This value corresponds to that observed on average in previous studies, in which the size of residential centres per user ranges between 40 m2 and 73 m2 (Montserrat, 2005; Deloitte, 2006; Tortosa et al., 2015 and Granell et al., 2018).
- −
- The minimum useful surface area per authorised place in day centres, according to Order EPS/6/2021 is 7 m2.
- −
- Therefore, the size per user in day care centres represents 14.8% of the residential place, which can be extrapolated to the investment. If the investment per user in a residential centre on average turned out to be 69,761.62 euros, the investment in a day centre should be 10,324.7 euros.
3.2. Fixed and Variable Costs
3.2.1. Staff Costs
- −
- Night bonus
- −
- Public holiday bonus
- −
- Experience/Seniority
- −
- Specific training
- −
- Prevention of occupational hazards
- −
- Equality plans, improvement actions, etc.
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- Replacements, departures, etc.
- −
- Other
| Order EPS/6/2021 | ||||||
|---|---|---|---|---|---|---|
| Staff per user ratio | Staff costs per user and day (collective agreement) | Staff costs per user and day (+11.04%) | Staff Cost in the questionnaire | Variation Questionnaire vs. Order EPS/6/2021 |
||
| RESIDENTIAL CARE | Elderly | 0.46 | 26.36 | 29.27 | 34.57 | 18.1% |
| Physical disability | 0.60 | 39.3 | 43.64 | 37.83 | -13.3% | |
| Intellectual disability | 0.55 | 35.58 | 39.51 | 37.83 | -4.2% | |
| Mental illness – closed regime | 0.69 | 45.06 | 50.03 | 37.83 | -24.4% | |
| Mental illness – High care | 0.67 | 43.6 | 48.41 | 37.83 | -21.9% | |
| Mental illness – Low care | 0.64 | 40.5 | 44.97 | 37.83 | -15.9% | |
| Mental illness - Psychogeriatrics | 0.66 | 44.5 | 49.41 | 37.83 | -23.4% | |
| Basic attention -Physical disability | 0.42 | 26.64 | 29.58 | 44.68 | 51.0% | |
| Basic attention – Intellectual disability | 0.33 | 20.91 | 23.22 | 44.68 | 92.4% | |
| Basic attention – Mental illness | 0.33 | 20.91 | 23.22 | 44.68 | 92.4% | |
| DAY CARE | Elderly 7 days/week | 0.32 | 19.11 | 21.22 | 33.78 | 59.2% |
| Elderly 5 days/week | 0.23 | 18.63 | 20.69 | 33.78 | 63.3% | |
| Physical disability | 0.39 | 35.73 | 39.67 | 44.4 | 11.9% | |
| Intelectual Disability | 0.35 | 32.76 | 36.38 | 44.4 | 22.1% | |
| Occupational | 0.19 | 19.27 | 21.40 | 22.38 | 4.6% | |
| Psychosocial rehabilitation center | 0.19 | 20.97 | 23.29 | 21.31 | -8.5% | |
3.2.2. Other Operating Costs
| Residential centres €/user/day |
Day centres €/user/day |
Evidence from other studies | |
|---|---|---|---|
| Feeding[1] | 4.12 | 3.07 | Similar to that observed in the Price Waterhouse Coopers (2010) and Díaz (2012) studies. |
| Supplies (electricity, gas, water, telecommunications) | 1.95 | 1.29 | Between €0.71 (BIC Galicia, 2012) and €2.33 (Granell et al., 2018). |
| Materials (office supplies, sanitary consumables, textiles...) | 0.42 | 0.22 | |
| Insurance | 0.24 | 0.24 | Between €0.19 (Fernandez -Moreno et al., 2011) and €0.30 (Price Waterhouse Coopers, 2010) |
| Maintenance and repairs | 1.66 | 0.71 | Between 0.66 € (BIC Galicia, 2012) and €1.09 (Granell et al., 2018). |
| Cleaning | 1.89 | 0.61 | Between €0.28 (Price Waterhouse Coopers, 2010) and €0.80 (Fernández-Moreno et al., 2011) |
| Security | 0.15 | 0.09 | |
| Administration and management | 1.42 | 1.42 | Below the cost observed in Granell et al. (2018) of €3.5 or in Tortosa et al. (2015) of €3.9. |
| Other costs (banking services, data protection, etc.) | 1.43 | 0.88 |
3.3. Profit Margin
| Type of centre | No. of centres | Mean | Standard deviation | Minimum | Maximum |
|---|---|---|---|---|---|
| Residences | 28 | 2.18 | 6.26 | -14.36 | 13.26 |
| Day centres | 36 | 5.75 | 13.03 | -38 | 35 |
| Total | 64 | 4.19 | 10.69 | -38 | 35 |
| Type of user | No. of centres | Mean | Standard deviation | Minimum | Maximum |
| Elderly | 31 | 6.49 | 7.15 | -38 | 21.34 |
| Disabled | 33 | 2.04 | 12.94 | -1.15 | 35 |
| Total | 64 | 4.19 | 10.69 | -38 | 35 |
| Percentage | No. of centres | |
|---|---|---|
| Losses | 22.06% | 15 |
| Less than 5%. | 33.82% | 23 |
| Between 5 and 15%. | 26.47% | 18 |
| More than 15%. | 11.76% | 8 |
| Ns/Nc | 5.88% | 4 |
| Total | 100.0% | 68 |
| Size of the Centre | No. of centres | Mean | Standard deviation | Minimum | Maximum |
|---|---|---|---|---|---|
| Less than 50 users | 43 | 3.29 | 12.32 | -35 | 38 |
| Between 50 and 100 | 12 | 6.55 | 7.50 | -1.37 | 20 |
| More than 100 | 9 | 5.36 | 3.42 | 0 | 11 |
| Total | 64 | 4.19 | 10.69 | -38 | 35 |
3.4. Financing
| Financing structure | Average cost (%) | Standard deviation (%) | Minimum (%) | Maximum (%) | |
|---|---|---|---|---|---|
| Self-financing | 60.5% | ||||
| Long-term external financing | 20.1% | 2.42 | 2.12 | 0.18 | 8 |
| Other sources of funding | 19.4% | 0.74 | 1.08 | 0 | 2.78 |
- −
- Residential centres:
- −
- Day centres:
3.5. Results of the estimation of the cost model
4. Discussion and Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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1 The feeding cost includes the cost of food, but not staff costs (which would be part of the staff cost variable). |
2 This increase considers the evolution of inflation in Spain between 2019 and 2021. |
| Cost | Variables | Source used |
|---|---|---|
| Depreciation of buildings and equipment | Residential centres:
35 years - Buildings 5 years - IT equipment 10 years - other equipment |
|
| Staff cost | Staff costs = Annual basic salary stipulated in the collective agreement according to professional category + possible night, Sunday and public holiday bonuses + 32.5% of social security + additional staff costs of 11.04%. |
|
| Other operating costs | Feeding Supplies (electricity, gas, water, telecommunications) Materials (office supplies, sanitary consumables, textiles...) Insurance Maintenance and repairs Cleaning Security Administration and management Other costs (banking services, data protection, etc.) |
|
| Safety margin | % of total operational cost |
|
| Financing costs | (% of long-term external financing * Cost of long-term external financing * Start-up Investment + % of other sources of funding * Cost of other sources of funding * Start-up Investment)/365 |
|
| Staff cost (residential/day care) agreement in 2021 | |||||
| + Other staff costs (11.04% * staff cost (residential/day care) agreement) | |||||
| A | = Total staff costs | ||||
| Other operating costs (value as at 2019) | |||||
| Residential Centre | Day Centre | ||||
| Depreciation on buildings and equipment | 6.59 | 1.27 | |||
| Feeding | 4.12 | 3.07 | |||
| Supplies | 1.95 | 1.29 | |||
| Materials | 0.42 | 0.22 | |||
| Insurance | 0.24 | 0.24 | |||
| Maintenance | 1.66 | 0.71 | |||
| Cleaning | 1.89 | 0.61 | |||
| Security | 0.15 | 0.09 | |||
| Administration and management | 1.42 | 1.42 | |||
| Other costs | 1.43 | 0.88 | |||
| B | Total other operating costs | 19.87 | 9.8 | ||
| Cost of financing | 1.20 | 0.18 | |||
| C | Total other operating and financial costs | 21.07 | 9.98 | ||
| Value converter from 2019 to 2021 (6% increase[2]) | |||||
| D | 6% * Total other operating and financial costs | ||||
| Margin (4.19% on total operating cost to 2021) | |||||
| E | 4.19%* (Total staff costs + Other operating costs) | ||||
| Total costs | |||||
| A + C + D + E | |||||
| Staff ratio | Staff costs per user and day (collective agreement) | Staff costs per user and day (+11.04%) | Other costs 2019 | Other costs 2021 | Safety margin 4.19% | Total costs 2021 | Public Price | Deficit or surplus (Public price-Total costs) | Staff costs/Total costs | ||
|---|---|---|---|---|---|---|---|---|---|---|---|
| RESIDENTIAL CARE | Elderly | 0.46 | 26.36 | 29.27 | 21.07 | 22.33 | 2.11 | 53.72 | 57.46 | 3.75 | 54.5% |
| Physical disability | 0.6 | 39.3 | 43.64 | 21.07 | 22.33 | 2.71 | 68.69 | 68.44 | -0.24 | 63.5% | |
| Intellectual disability | 0.55 | 35.58 | 39.51 | 21.07 | 22.33 | 2.54 | 64.38 | 62.51 | -1.87 | 61.4% | |
| Mental illness – closed regime | 0.69 | 45.06 | 50.03 | 21.07 | 22.33 | 2.98 | 75.35 | 132.17 | 56.82 | 66.4% | |
| Mental illness – High care | 0.67 | 43.6 | 48.41 | 21.07 | 22.33 | 2.91 | 73.66 | 75.96 | 2.30 | 65.7% | |
| Mental illness – Low care | 0.64 | 40.5 | 44.97 | 21.07 | 22.33 | 2.77 | 70.08 | 66.07 | -4.01 | 64.2% | |
| Mental illness - Psychogeriatrics | 0.66 | 44.5 | 49.41 | 21.07 | 22.33 | 2.96 | 74.70 | 77.17 | 2.47 | 66.1% | |
| Basic attention -Physical disability | 0.42 | 26.64 | 29.58 | 21.07 | 22.33 | 2.12 | 54.04 | 62.63 | 8.58 | 54.7% | |
| Basic attention – Intellectual disability | 0.33 | 20.91 | 23.22 | 21.07 | 22.33 | 1.86 | 47.41 | 50.67 | 3.26 | 49.0% | |
| Basic attention – Mental illness | 0.33 | 20.91 | 23.22 | 21.07 | 22.33 | 1.86 | 47.41 | 50.67 | 3.26 | 49.0% | |
| DAY CARE | Elderly 7 days/week | 0.32 | 19.11 | 21.22 | 9.98 | 10.58 | 1.32 | 33.11 | 37.97 | 4.86 | 64.1% |
| Elderly 5 days/week | 0.23 | 18.63 | 20.69 | 9.98 | 10.58 | 1.29 | 32.56 | 37.97 | 5.41 | 63.5% | |
| Physical disability | 0.39 | 35.73 | 39.67 | 6.91 | 7.32 | 1.95 | 48.95 | 65.76 | 16.81 | 81.0% | |
| Intelectual Disability | 0.35 | 32.76 | 36.38 | 6.91 | 7.32 | 1.81 | 45.52 | 52.70 | 7.19 | 79.9% | |
| Occupational | 0.19 | 19.27 | 21.40 | 6.91 | 7.32 | 1.19 | 29.91 | 32.45 | 2.54 | 71.5% | |
| Psychosocial rehabilitation center | 0.19 | 20.97 | 23.29 | 6.91 | 7.32 | 1.27 | 31.88 | 32.45 | 0.58 | 73.0% |
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