Using the CSRI data

The CSRI is used to comprehensively record the support and services received by participants in research studies. This includes any item that has resource implications, such as accommodation and any on-site care, employment status and income, formal health and social care services used, and unpaid care. From these individualised data, we can create an aggregate picture for the study population. Below we use tables from various studies to illustrate how data collected using the CSRI can be used to highlight a range of important statistics.

First, the CSRI allows the service use conseqences of a new policy or intervention to be described, or the changes in employment or income status to be detailed. Analysis of CSRI service use data could reveal changes in the level of use of high cost nursing or residential care, hospital inpatient admissions, or accident and emergency attendances. Perhaps the use of community nursing or general practitioners increases as a result of the new intervention, or there is an increased burden on unpaid carers. The changes may be small in an evaluation involving, say, 100 participants, but should the policy or intervention be made available to a wider population, commissioners and providers need to be aware of the impact on the full range of services so they can plan for a change in the level of provision.

Rates of receipt of different services are an important factor to consider. As an example of how the CSRI may be used to calculate these, we turn to a study into the costs and effectiveness of two psychosocial treatments for personality disorder by Beecham et al . This study investigated how rates of receipt for different service categories differed among the study groups. This is shown for the baseline group in table 1.

Table 1: Service use at baseline for the year after treatment within the Beecham et al. study

 

Baseline: N (%) group using
One-Stage N(=32) Step-Down (N=29) (N=47)
Hospital services
Psychiatric inpatient 5 (16%) 2 (7%) 14 (30%)
Non-psychiatric inpatient 2 (6%) 5 (17%) 13 (28%)
Non-inpatient hospital services 30 (84%) 26 (90%) 42 (89%)
Legal services
Police 1 (3%) 4 (14%) 15 (32%)
Lawyer 4 (13%) 7 (24%) 19 (40%)
Mental health services
Psychiatrist 14 (44%) 10 (34%) 11 (23%)
Psychologist 4 (13%) 5 (17%) 2 (4%)
Community psychiatric nurse 7 (22%) 10 (34%) 28 (60%)
Private psychotherapist 8 (25%) 7 (24%) 2 (4%)
Other counselling services 0 5 (17%) 0
Community-based services
GP 29 (91%) 27 (93%) 47 (100%)
Social Worker 6 (19%) 7 (24%) 21 (45%)
Education classes 5 (16%) 7 (24%) 11 (23%)
Employment services 0 2 (7%) 8 (17%)
Voluntary services 7 (22%) 3 (10%) 19 (40%)

 

The average number of contacts can reveal important differences. This was reported for each service in a study investigating costs and outcomes related to relapse in schizophrenia conducted by This is shown in table 2.

Table 2: Mean intensity of service receipt by trial category

Service Non-relapse (n=68) Relapse    (n=77)
Mean usage Mean usage
In-patient care (days) 0 57.8
Out-patient
  Psychiatric visits 1.4 2.1
  Other 0.1 0.3
Day hospital (visits) 2.3 2.1
Community mental health centre (visits) 2.4 1.4
Day care centre (visits) 5.9 0.9
Group therapy 0.4 0.1
Sheltered workshop 1.1 0
Specialist education 2.9 0
Other (not specified) 0.6 0
Visits by
  Psychiatrist 2.5 2.3
  Psychologist 0 0
  General practitioner 1.8 1.6
  District nurse 0.1 0
  Community psychiatric nurse 12.6 5.2
  Social worker 0.1 0.4
  Occupational therapist 0 0.8
  Home help/care worker 0.4 0.6

 

Table 3 describes the accommodation placements for people who left long-stay hospitals to live in community-based accommodation in the mid-1980s under the Care in the Community demonstration programme, having been followed-up . The definition of each accommodation type was derived using data for this study and of the re-provision policy.

Table 3: Accommodation for people with learning disabilities and people with mental health problems one and 12 years after leaving long-stay hospitals

People with learning disabilities (n=103) People with mental health problems (n=75)
Accommodation type % year 1 % year 12 % year 1 % year 12
Residential/nursing home

Hostel

Staffed group home

Unstaffed group home

Adult foster /sup. lodgings

Sheltered housing

Independent living

Unclassified

Hospital

2

44

40

4

5

6

2

0

0

24

21

41

1

5

10

0

0

1

9

45

12

25

5

0

3

0

0

43

8

12

17

3

1

13

0

3

 

Accommodation types were defined as follows: 

  • Residential/nursing homes provide six places or more with continuous staff cover by day and waking staff at night.
  • Hostels provide six places or more with continuous or intermediate staff cover by day and sleeping-in or on-call cover at night.
  • Sheltered housing provides individual living units within a larger complex which are rented by clients and some day and night staff cover is available.
  • Staffed group homes provide two to five places with continuous or intermediate staff cover by day and any form of night cover.
  • Unstaffed group homes have two to five places with ad hoc or no day staff cover and on-call or no staff cover at night.
  • Foster placements have intermediate day support and on-call support at night where clients have moved in with an established household and in supported lodgings clients move into an established household with ad hoc day staff cover and on-call night staff support.
  • Independent living arrangements cover single or group tenancies in domestic housing, including living with relatives or spouse, where there is ad hoc or no day staff cover and no staff cover at night.
  • Hospital placement is where clients have been readmitted from community placements.

Another key way to use the data recorded on the CSRI is to estimate the associated costs. The CSRI identifies which service has been used and the intensity of use: how many contacts there have been in the specified period, and the duration of these contacts. The unit cost of each service – per hour, per contact, per week etc. – can then be multiplied by each person’s duration of use of that service and these figures can then be totalled. A useful source of nationally applicable unit costs for around 150 health and social care service in England is . This compendium is produced annually by the , and can be found .

In the next few tables, we show examples where costs are considered, derived from individual level service use data collected on the study’s CSRI. They are identified by service type (hospital inpatient care, GP, social worker, etc) and by service category, which summarises the cost burden to specific agencies and organisations.

Unit costs of each service captured within the CSRI may be described, as was the case in a study investigating the cost-effectiveness of Sertraline and Mirtazapine for people with depression and dementia, conducted by This allows readers to gauge the transferability of research findings into different contexts. This is shown in table 4.

Table 4: Unit costs (2009/10 prices) used within the Romeo et al. study

Service Unit cost (£)
In-patient (bed days) 299
Day hospital (attendance) 50–205
Out-patient (appointment) 21–165
Accident and emergency (attendance) 37–97
General practitioner (per surgery consultation) 28
Geriatrician (minute) 1.83
Nurse (minute) 0.43–0.52
Occupational therapist (minute) 0.65
Community psychiatrist (minute) 1.83
Counsellor (minute) 0.57
Psychologist (minute) 1.2
Chiropodist (contact) 0.37
Social worker (minute) 0.67
Care manager (minute) 0.82
Home care worker/care attendant (minute) 0.35
Sitting scheme (minute) 0.45
Self-help group (minute) 0.57
Meals on wheels (meal) 4.8
Dentist (minute) 2.9
Optician (minute) 0.48
Day care (day) 42–66
Lunch club (meal) 7
Social club (session) 5

 

Unit costs and service receipt data collected using the CSRI are used together to calculate costs of service receipt, which are typically a key component of economic evaluations. An example of this would be a study regarding Multiple Sclerosis (MS) in the UK, conducted by which included a more extensive form of the following table:

Table 5: Inpatient use and contacts with professionals and associated costs (£) in 6 months prior to survey [mean (Standanr Deviation)]

 

Costs for any reason (entire sample) MS-related costs (entire sample) Non-MS-related costs (entire sample)
Neurology outpatient 115 (181) 105 (172) 8 (64)
Other outpatient 105 (282) 52 (242) 49 (159)
Day hospital 11 (57) 9 (53) 1 (11)
Nursing/residential home 81 (795) 68 (724) 13 (292)
Neurology inpatient 138 (1477) 109 (1392) 18 (379)
Intensive care unit 74 (1320) 11 (284) 48 (1157)
Other inpatient 310 (2176) 134 (1540) 160 (1543)
General practitioner 58 (78) 35 (72) 21 (40)

 

Physiotherapist 63 (183) 57 (186)c 4 (30)
Social worker 24 (77) 17 (74) 2 (20)
Practice nurse 8 (37) 4 (36) 2 (11)
District nurse 66 (371) 53 (323) 12 (183)
Speech therapist 2 (10) 1 (10) <1 (1)
Home help 183 (899) 162 (914) 9 (137)
Acupuncturist 10 (59) 7 (53) 1 (19)
Homeopath 2 (16) 1 (15) <1 (2)
Herbalist 3 (63) 2 (62) <1 (6)
Aromatherapy 7 (41) 4 (37) 1 (11)
Reflexology 15 (65) 11 (60) 1 (21)

 

As well as reporting costs for each individual service, subtotals for each cost category (hospital, community social care, medication etc.) are typically calculated. We provide as an example a study investigating the cost-effectiveness of a cognitive stimulation therapy for people with dementia by , as shown in table 6.

Table 6: Mean costs for service categories by treatment allocation

Intervention group (n=91) Control group (n=70) Difference between intervention and control groups
Mean (s.d.) Mean (s.d.) Bootstrap mean difference Bootstrap 95% confidence interval P
Baseline
Residential care 334.93 (91) 331.63 (101) 3.3 -27 to 34 0.829
Hospital services 44.75 (159) 18.95 (54) 25.8 -6 to 65 0.152
Day services 21.47 (55) 23.16 (67) -1.69 -22 to 17 0.861
Community services 13.37 (42) 11.12 (30) 2.25 -9 to 14 0.704
Medication 9.20 (21) 9.13 (15) 0.07 -5 to 6 0.980
Other accommodation 0 (0) 1.2 (10) -1.2 -4 to 0 0.321
Total 423.72 (178) 395.19 (110) 28.53 -14 to 74 0.241
Follow-up
Residential care 334.93 (91) 331.63 (101) 3.3 -26 to 35 0.829
Hospital services 29.82 (116) 4.51 (36) 25.31 -2 to 54 0.051
Day services 8.66 (33) 16.32 (44) -7.66 -20 to 4 0.226
Community services 11.47 (25) 7.04 (16) 4.43 -2 to 11 0.204
Medication 3.99 (13) 6.84 (16) -2.85 -7 to 2 0.219
Other accommodation 0 (0) 1.37 (11) -1.37 -5 to 0 0.321
Intervention 24.92 (13) 24.92
Total 413.80 (151) 368.61 (111) 45.18 5 to 86 0.037

 

Having calculated costs for individual services and service categories, the identification of primary cost drivers or high cost areas is generally of interest to readers of research findings. The CSRI enables researchers to investigate these questions, as demonstrated by Knapp and Beecham in their investigating where the bulk of costs occur, with the paper abstract available .. Table 7 demonstrates these figures, as found through administering the CSRI.

Table 7: Reduced list costs (£ per week, 1992 prices) estimated by accommodation type: psychiatric reprovision (NETRHA- North East Thames Regional Health Authority)

 

Percentage of full costs accounted for by:
Accommodation type Full cost Accommodation Top 5 Top 10 Sample N
Residential/nursing home 597 91.0 97.4 98.9 164
Hostel 462 85.1 96.4 98.8 60
Sheltered housing 168 72.9 94.7 99.2 6
Staffed group home 445 83.3 96.6 98.7 41
Unstaffed group home 371 64.2 92.5 98.9 27
Adult foster placement 357 69.8 96.1 99.2 11
Independent living 240 63.2 87.7 95.9 32
Full sample 488 83.3 94.4 98.0 341

 

Comparisons of the relative contribution of different service categories to total costs across different studies have also been completed using the CSRI. As part of a project funded by the Alzheimer’s Society to estimate the , the researchers investigated the distribution of costs across service categories found in three different studies which collected costs using a CSRI . These studies included Cognitive Stimulation Therapy (CST), Maintenance Cognitive Stimulation Therapy (MCST), and  Sertraline or mirtazapine for depression in dementia (SADD). Results are  shown in table 8.

Table 8: Variations in distribution of costs of care between services (%) across studies, excluding unpaid care

 

CST MCST MCST SADD SADD
Community and care homes Community Community and care homes Community Community and care homes
Short-stay accommodation 0.7 2.4 1.9 n/a n/a
Hospital services 43.1 13.1 13.6 44.1 47.2
Community health care 15.9 6.3 8.8 10.9 18.8
Community social care 15.9 28.5 24.3 25.2 16.0
Adaptations and equipment n/a 0.4 0.4 n/a n/a
Day services 28.5 37.0 32.1 19.8 18.0
Medication 11.8 12.4 19.0 n/a n/a
(Total) (100.0) (100.0) (100.0) (100.0) (100.0)

 

‘ Hallam, A., Beecham, J., Knapp, M., Carpenter, J., Cambridge, P., Forrester-Jones, R., Tate, A., Coolen-Schrijner, P. and Wooff, D. (2006) Service use and costs for people with learning disability twelve years after leaving hospital, Journal of Applied Research in Intellectual Disability, 19, 296-308.’

‘Knapp, M. and Beecham J. (1993) Reduced-list costings: examination of an informed short-cut in mental health research, Health Economics, 2, 313-322.’