Literature DB >> 29531754

Shared care versus hospital-based cardiac rehabilitation: a cost-utility analysis based on a randomised controlled trial.

Jannik B Bertelsen1, Nasrin Tayyari Dehbarez2, Jens Refsgaard3, Helle Kanstrup1, Søren P Johnsen4, Ina Qvist5, Bo Christensen6, Rikke Søgaard7, Kent L Christensen1.   

Abstract

Background: Changes in the organisation of chronic healthcare, an increased awareness of costs and challenges of low adherence in cardiac rehabilitation (CR) call for the exploration of more flexible CR programmes as alternatives to hospital-based CR (H-CR). A model of shared care cardiac rehabilitation (SC-CR) that included general practitioners and the municipality was developed. The aim of this study was to analyse the cost utility of SC-CR versus H-CR.
Methods: The cost-utility analysis was based on a randomised controlled trial of 212 patients who were allocated to SC-CR or H-CR and followed up for 12 months. A societal cost perspective was applied that included the cost of intervention, informal time, healthcare and productivity loss. Costing was based on a microcosting approach for the intervention and on national administrative registries for the other cost categories. Quality-adjusted life years (QALYs) were based on the EuroQol 5-Dimensions measurements at baseline, after 4 months and after 12 months. Conventional cost-effectiveness methodology was employed to estimate the net benefit of SC-CR.
Results: The average cost of SC-CR was 165.5 kDKK and H-CR 163 kDKK. Productivity loss comprised 74.1kDKK and 65.9 kDKK. SC-CR cost was an additional 2.5 kDKK (95% CI -38.1 to 43.1) ≈ (0.33; -5.1 to 5.8 k€) and a QALY gain of 0.02 (95% CI -0.03 to 0.06). The probability that SC-CR would be cost-effective was 59% for a threshold value of willingness to pay of 300 kDKK (k€40.3).
Conclusion: CR after shared care model and H-CR are comparable and similar in socioeconomic terms. Trial registration number: NCT01522001; Results.

Entities:  

Keywords:  acute coronary syndrome; cardiac rehabilitation; cost-utility; randomised controlled trial; shared care

Year:  2018        PMID: 29531754      PMCID: PMC5845395          DOI: 10.1136/openhrt-2016-000584

Source DB:  PubMed          Journal:  Open Heart        ISSN: 2053-3624


Cardiovascular disease (CVD) is a global leading cause of productivity loss. Cardiac rehabilitation (CR) facilitates recovery after CVD, but CR is challenged by low adherence even if CR reduces mortality after percutaneous coronary intervention. This is the first report of cost utility between shared care CR and hospital-based CR in a randomised design that explores the new structure of healthcare in Denmark in which primary care and the municipality are joined in handling the task of chronic healthcare. CR after shared care model and hospital-based CR are comparable and similar in socioeconomic terms. Less focus on the setting and an increased attention on returning to the labour market potentially could reduce productivity loss and hence reduce the total costs to CR.

Introduction

Cardiovascular disease (CVD) is globally the leading somatic cause of loss of productivity. In 2020, CVD is expected to be responsible for the loss of approximately 150 million disability-adjusted life years.1 Cardiac rehabilitation (CR) should facilitate physical and emotional recovery and enable patients to achieve and maintain better health through a combined programme of exercise, education and psychosocial support, leading to lifestyle moderation and adherence to recommended pharmacotherapy.2 Meta-analyses pooling the results of randomised trials on exercise-based CR during the last 40 years show a reduction in mortality, morbidity, reinfarction and readmissions.3 When solely addressing CR after percutaneous coronary intervention (PCI) in trials done during the modern era of cardiology, only a reduction in mortality is seen.4 However an increased pressure to offer CR to more patients with different CVDs and the potential for improving referral and utilisation of CR call for an exploration of more flexible CR programmes.5–8 The recent development of the healthcare system has been characterised by centralisation of care, with larger hospital units focusing on acute and highly specialised treatment in Denmark and other Western countries.9 The task of chronic care, disease prevention and rehabilitation is based on more out-of-hospital treatment in primary healthcare by general practitioners (GPs) supported by the newly established public municipal healthcare centres in Denmark, which offer lifestyle modification programmes. The available community-based programmes have the potential to widen access to and participation in CR, hence improve uptake and adherence. Furthermore, these programmes could be a less costly alternative for healthcare economies than the more traditional hospital-based approach.10 Based on the new organisation of chronic care in Denmark, a shared care programme for phase II CR (SC-CR) was established at seven municipalities in the Central Denmark Region, and the adherence to and efficacy of SC-CR were compared with hospital-based CR (H-CR) after hospital admission for acute coronary syndrome (ACS) in a randomised controlled trial.11 Economic evaluations of community-based CR have not previously been reported.12–14 The objective of this study was to assess the cost utility of SC-CR versus H-CR in patients with ACS from a societal perspective.

Methods

Study design and population

The study was designed as an open 1:1 randomised controlled trial to compare SC-CR in seven municipalities with H-CR at three hospitals in the Central Denmark Region. The participants in this trial included 212 patients between 18 and 80 years who had been admitted with ACS and with no prior participation in CR. Detailed information on the trial’s inclusion and exclusion criteria and on the clinical results has been published previously.11 15 We found adherence to phase II CR high in both groups, but SC-CR did not improve adherence or efficacy.15 Randomisation was computer-generated and stratified by hospital to ensure equal distribution of SC-CR and H-CR at each hospital. Of the 212 patients, 106 were randomised to the SC-CR arm and 106 to the H-CR arm. All patients were offered 12 weeks of CR and were followed up for 1 year.

Intervention

SC-CR

In SC-CR, the GP played a more prominent role in phase II CR than in the hospital-based model, but the same level of lifestyle moderating was offered. After the initial visit at the hospital for clinical assessment and risk factor evaluation by a cardiologist, the GP managed the risk factors for CVD and pharmacological treatment. All patients were encouraged to consult their GPs a few weeks after discharge and at the end of the phase II CR programme. The municipal healthcare centres provided courses on smoking cessation, nutrition and exercise training, and contributed to disease education and psychosocial support. Details of the components of SC-CR are shown in table 1.
Table 1

Components of shared care cardiac rehabilitation in the different municipalities

MunicipalityInitial and end of coursePhysical exerciseHealth educationSmoking cessationDietary adviceRisk and clinical evaluation
AarhusIndividually Two sessions, each 30 min By physiotherapist or nurseGroup-based (10 patients) 30 sessions, each 60 min By physiotherapistGroup-based (10 patients) 7 sessions, each 45 min By rehabilitation nurseIndividually 2 sessions, each 15 min By nurseIndividually 2 sessions, each 45 min By nurse or dietitianIndividually 1 session, 15 min By GP
ViborgIndividually 2 sessions, each 30 min By physiotherapist or nurseGroup-based (10–12 patients) 12 sessions, 60 min, and 12 sessions, 90 min By physiotherapistGroup-based (10–12 patients) 7 sessions, each 45 min By rehabilitation nurseIndividually 1 session, 15 min By nurseGroup-based (10–12 patients) 2 sessions, 60 min, and 2 sessions 150 min By nurse or dietitianIndividually 1 session, 15 min By GP
SilkeborgIndividually 2 sessions, each 30 min By physiotherapist or nurseGroup-based (10 patients) 12 sessions, 60 min, and 12 sessions, 90 min By nurse and physiotherapistGroup-based (10 patients) 8 sessions, each 60 min By nurseIndividually 2 sessions, each 15 min By nurseGroup-based (10 patients) 2 sessions, 60 min and 2 sessions 150 min By nurse or dietitianIndividually 1 session, 15 min By GP
SkiveIndividually 2 sessions, each 30 min By physiotherapist or nurseGroup-based (10 patients) 16 sessions, each 60 min By physiotherapist, nurse and ergonomistGroup-based (5 patients) 7 sessions, each 60 min By rehabilitation specialist, nurse and ergonomistIndividually 2 sessions, each 15 min By nurseGroup-based (10 patients) 2 sessions, 90 min By dietitianIndividually 1 session, 15 min By GP
FavrskovIndividually 2 sessions, each 30 min By physiotherapist or nurseGroup-based (10 patients) 30 sessions, each 90 min By physiotherapist and nurseIndividually 2 sessions, each 45 min By rehabilitation nurseIndividually 2 sessions, each 15 min By nurseIndividually 2 sessions, each 30 min By dietitianIndividually 1 session, 15 min By GP
SkanderborgIndividually 2 sessions, each 30 min By physiotherapist or nurseGroup-based (10 patients) 12 sessions, 60 min, and 12 sessions, 90 min By physiotherapist and nurseGroup-based (10 patients) 7 sessions, each 45 min By rehabilitation nurseIndividually 2 sessions, each 15 min By nurseGroup-based (10 patients) 2 sessions, 60 min, and 2 sessions 150 min By nurse or dietitianIndividually 1 session, 15 min By GP
SamsoeIndividually 2 sessions, each 30 min By physiotherapist or nurseGroup-based (5 patients) 24 sessions, each 60 min By physiotherapist and nurseGroup-based (5 patients) 3 sessions, each 45 min By nurseIndividually 2 sessions, each 15 min By nurseGroup-based (5 patients) 2 sessions, 45 min By nurse or dietitianIndividually 1 session, 15 min By GP

GP, general practitioner.

Components of shared care cardiac rehabilitation in the different municipalities GP, general practitioner.

H-CR

The H-CR was performed entirely within the hospital outpatient clinics and included smoking cessation, nutrition, exercise training, disease education, psychosocial support plus risk factor evaluation and pharmacotherapy by educated staff. Details of the components of H-CR are shown in table 2.
Table 2

Components of hospital-based cardiac rehabilitation in the different hospitals

Initial rehabilitationPhysical exerciseHealth educationSmoking cessationDietary adviceRisk and clinical evaluation and rehabilitation
Aarhus University HospitalIndividually Rehabilitation nurse 60 min and with cardiologist 45 minGroup-based (12 patients) 24 sessions, each 75 min PhysiotherapistIndividually 1–3 sessions, each 30 min Rehabilitation nurseIndividually 1–3 sessions, each 30 min—included in health education Rehabilitation nurseIndividually 2 sessions, 75 min and 25 min DietitianIndividually Nurse 30 min, cardiologist 30 min
Viborg Regional HospitalIndividually Rehabilitation nurse 45 min and cardiologist 30 minGroup-based (10 patients) 16 sessions, each 60 min Nurse and physiotherapistGroup-based (20 patients) 7 sessions, each 45 min Rehabilitation nurseIndividually 3 sessions, each 15 min NurseGroup-based (20 patients) 1 session, 45 min NurseIndividually Nurse 30 min and cardiologist 15 min
Silkeborg Regional HospitalIndividually Rehabilitation nurse 60 min Cardiologist availableGroup-based (10 patients) 24 sessions, each 60 min PhysiotherapistGroup-based (8 patients) 3 sessions, each 90 min NurseIndividually 3 sessions, each 30 min NurseGroup-based (8 patients) 1 session, 45 min DietitianIndividually Nurse 30 min and cardiologist 15 min
Components of hospital-based cardiac rehabilitation in the different hospitals

Costs

Resource use was measured from a societal perspective, and opportunity costs were used to estimate the average cost of providing the intervention. The societal perspective was made up of CR provision cost, healthcare use in primary care and in hospitals, and productivity losses due to inability to participate in the labour force. In H-CR, rehabilitation is considered a part of outpatient care, and hence the cost is included in the national registries. A microcosting approach was used to calculate the cost of SC-CR except for the formal visits to GPs and cardiologists, which were informed from national registries. The intervention includes the cost of both the formal and informal time of all persons involved. The cost of staff formal time was loaded with a factor of 1.5 to account for non-productive time obtained by interviewing the individuals involved in the rehabilitation programme. Their productive time was assumed to amount to 45 min of each hour (load of 0.25) due to pauses, walking distance between locations, private time and others. The remaining load (0.25) was considered to include absence from work due to vacation, sickness, participation in seminars and educational courses, and others. The valuation of formal care was based on the average gross salary of the professionals. A standard overhead rate of 3.1% (the formal rate for the Central Denmark Region) was applied to account for capital costs. The valuation of patients’ informal time was undertaken using the opportunity cost method, in which the value of a person’s time is reflected by his or her wage rate. National average gender-matched and age-matched salaries were used to value the leisure time (net salary) and productive time (gross salary).16 The patients’ time in CR was calculated as the number of patients participating in each CR component multiplied by the course duration. Transportation times and modes of travel to the centres (GP, hospital, municipality) were recorded. The government tariff for transportation by private car for 2013 was used. Data on primary healthcare use (number of visits and the related activity-based tariffs) were extracted from the National Health Insurance service register,17 and the data on the use of secondary healthcare services (number of services and national average diagnostic-related grouping tariffs) were extracted from the National Patient Registry.18 The DREAM database, which contains information on all social benefits, was searched for events of inability to work. Productivity losses are due to sickness leave, early pension and reschooling, and were calculated using weeks of inability to work. Complete data on costs were obtained from administrative national registers with full coverage, and all cost estimates were adjusted for time preference and inflated to the common price year of 2013, using the consumer price index where relevant.

Effect parameter

The EuroQol 5-Dimensions (EQ-5D) three-level questionnaire was administered at baseline and at 4 and 12 months of follow-up.19 Danish preference weights were used to convert responses into single indices of health-related quality of life.20 To avoid loss of information on effect parameters, the missing values were imputed by a mean within each randomisation group. Furthermore, sensitivity analysis was conducted for the alternative analytical choice of carrying the baseline observation to impute missing values after 4 months and carrying the 4-month follow-up observation to impute missing values at 12-month follow-up. Quality-adjusted life years (QALYs) were estimated as the area under the health utility curve over time using linear interpolation between observations or between the last observations, and zero if missing data of an individual were due to death. The linear interpolation method in QALY estimation was selected because it is the most commonly used approach in the cost-effectiveness analysis (CEA) literature and due to the negligible difference between baseline EQ-5D scores.21

Statistical methods

Baseline characteristics were summarised using conventional summary statistics. Resource use, costs, health-related quality of life, QALY and net benefit of SC-CR over H-CR were analysed using arithmetic means with bootstrapped SEs.22 Non-parametric bootstrapping with 10 000 replications was applied due to the skewed nature of individual parameters, and a general significance level of 0.05 was used. The analytical strategy was implemented for two scenarios: cases with complete response and all cases based on an imputed data set in which the missing values of health-related quality of life were imputed with the mean within the randomisation group. The latter scenario was considered the main analysis. All analyses were conducted in STATA V.13.

Cost-utility evaluation

We estimated the net benefit using a range of hypothetical threshold values for decision-makers’ willingness to pay for a QALY (from 0 DKK to 500 000 DKK) since Denmark does not have a formal threshold, and presented the probability of the intervention being cost-effective in a cost-effectiveness acceptability curve (CEAC).23 24 The analysis was repeated for alternative scenarios in a sensitivity analysis by (1) conducting an alternative strategy for imputation of missing values on effect parameters and (2) analysing costs from a healthcare perspective.

Ethical consideration

The study was conducted in accordance with good clinical practice and the ethical principles described in the Helsinki Declaration. All participants provided written informed consent.

Results

Baseline characteristics

Table 3 details the baseline characteristics of the randomisation groups. The study population consisted of 75% men with a mean age of 60. There was no statistical difference regarding baseline characteristics between groups. The transportation time for the SC-CR group was on average 19 min to the municipality, whereas it took about 26 min for the H-CR group to reach the hospitals.
Table 3

Baseline characteristics of study population

Shared careHospital
Age at randomisation, mean (range)60 (40–79)60 (30–78)
Male gender, n (%)75 (71)84 (79)
Diagnosis
 NSTEMI, n (%)38 (36)37 (35)
 STEMI, n (%)43 (41)49 (46)
 UAP, n (%)25 (24)20 (19)
Transport time to hospital in minutes, mean (range)25 (4–150)26 (5–120)
Transport time to municipality in minutes, mean (range)19 (5–50)20 (5–75)

NSTEMI, non-ST elevation myocardial infarction; STEMI, ST elevation myocardial infarction; UAP, unstable angina pectoris.

Baseline characteristics of study population NSTEMI, non-ST elevation myocardial infarction; STEMI, ST elevation myocardial infarction; UAP, unstable angina pectoris.

Resource use and cost

The provision of CR in the shared care group was estimated to incur an average cost of 1721 DKK based on the microcosting analysis (table 4).
Table 4

Resource use and cost of cardiac rehabilitation in the shared care arm

MeanSD
Formal time of professionals (hour)
 Nurse3.422.80
 Physiotherapist4.221.71
 Other1.321.17
Programme cost (DKK)
 Nurse604407.90
 Physiotherapist895338.72
 Other222183.50
Total cost (DKK)1721505.97
Resource use and cost of cardiac rehabilitation in the shared care arm Table 5 details the estimated mean of patients’ informal time and number of trips, as well as resource utilisation. The patients’ time in transportation and the number of trips to the centre were statistically higher in the hospital group than in the shared care group. The SC-CR group had more visits to a GP than the hospital group, while the hospital group had more visits to outpatient clinics. The other differences in resource use between the two groups were not statistically significant (table 5).
Table 5

Resource use during 1-year follow-up

Shared careHospitalDifference95% CI for difference
(n=106)(n=106)
Informal time (hour)
 Patient time in rehabilitation18.0218.33−0.31−3.70 to 3.09
 Patient time in transportation8.6613.78−5.11−7.87 to −2.36
Number of trips to the centre13.4816.32−2.84−5.32 to −0.36
Primary healthcare (services)
 General practice32.0523.758.292.64 to 13.94
 Medical specialist2.062.060−0.94 to 0.94
 Physiotherapist4.322.042.28−2.27 to 4.83
 Dentist3.54.34−0.84−1.82 to 0.14
 Other0.590.420.17−0.40 to 0.74
Secondary healthcare
 Outpatient visit10.0413.42−3.39−5.15 to −1.62
 Hospital bed days5.515.420.09−1.67 to 1.86
 Hospital admission12.312.0380.27−0.25 to 0.80
Sick leave (weeks)11.289.561.73−2.96 to 6.42

Values are means unless otherwise stated.

Resource use during 1-year follow-up Values are means unless otherwise stated. Table 6 shows the mean cost during the 12 months of follow-up. The total costs were highest for SC-CR with 165.5 kDKK versus H-CR 163 kDKK, with 95% CI of −38.1 to 43.1 kDKK. The difference was 2.5 kDKK (95% CI −38.1 to 43.1) ≈ (0.33; −5.1 to 5.8 k€), which is 1.5%. The patient-borne costs (informal time, transportation, productivity loss) was highest for SC-CR with 78.5 kDKK and for H-CR 71.5 kDKK, with a difference of 7.0 kDKK. Costs to productivity loss made up the majority of the patient-borne costs (SC-CR vs H-CR: 74.1 vs 65.9 kDKK). The costs of the patients’ time in transportation and the patients’ transportation costs were significantly higher in the H-CR arm. Concerning outpatient visits, the H-CR group incurred an extra cost of 3849 DKK (€517) as compared with the SC-CR group, which was the biggest significant cost difference between the groups. No difference with regard to hospital admission and the number of bed days was found between the two groups; the average cost per patient of H-CR was 3.2 kDKK (k€0.4) (95% CI −21.0 to 14.7 kDKK) more than SC-CR. Concerning production losses, the SC-CR group incurred an excess production loss cost of 8.2 kDKK (k€1.1) (95% CI −23.2 to 39.6 kDKK) compared with the H-CR group; however, the difference was not statistically significant.
Table 6

Costs during 12 months’ follow-up (DKK) (€1=7.45 DKK)

Shared careHospitalDifference95% CI for difference
(n=106)(n=106)
Informal time
 Patient time in rehabilitation23292354−25−468 to 418
 Patient time in transportation11271772−646−1018 to −273
 Total patient time34564126−671−1415 to 74
Patient transportation9341544−610−928 to −292
Primary healthcare
 General practice30142250764157 to 1371
 Rehabilitation protocol*1721 – NANA
 Medical specialist750797−47−597 to 503
 Physiotherapist30097204−7 to 414
 Dentist395465−70−196 to 56
 Other193208−15−221 to 191
 Total primary healthcare6373381725561497 to 3614
Secondary healthcare
 Outpatient visit†16 56020 439−3849−7015 to −684
 Hospital admission64 02867 200−3173−21 018 to 14 672
Productivity loss74 09465 8728221−23 172 to 39 615
Patient-borne costs‡78 48471 5426942−24.423 to 38.305
Total165 475163 0002475−38 101 to 43 052

Values are means unless otherwise stated.

*Not included in routine registries.

†Rehabilitation protocol is included in the hospital group.

‡Patient-borne costs (informal time, transportation, productivity loss).

NA, not applicable.

Costs during 12 months’ follow-up (DKK) (€1=7.45 DKK) Values are means unless otherwise stated. *Not included in routine registries. †Rehabilitation protocol is included in the hospital group. Patient-borne costs (informal time, transportation, productivity loss). NA, not applicable.

Health outcomes

The results showed that health scores in both groups declined from baseline to 4 months after intervention and improved marginally at 12 months, with a QALY gain in the SC-CR group of 0.02 (95% CI −0.03 to 0.06) (rounded off) compared with the H-CR group (table 7). The imputation-based analysis showed similar results.
Table 7

Health outcomes

Shared careHospitalDifference95% CI for difference
(n=106)(n=106)
nMeannMean
Complete response-based analysis
HRQoL
 Baseline health score880.866940.8610.005−0.034 to 0.045
 After intervention health score880.835940.8040.031−0.024 to 0.086
 After follow-up health score880.865940.866−0.001−0.050 to 0.048
 QALY880.850940.8340.016−0.026 to 0.058
Imputation-based analysis
HRQoL
 Baseline health score1060.8611060.8610.001−0.035 to 0.036
 After intervention health score1060.8341060.7980.036−0.012 to 0.084
 After follow-up health score1060.8651060.8590.006−0.037 to 0.049
 QALY1060.8491060.8260.023−0.014 to 0.060

Values are means unless otherwise stated.

HRQoL, health-related quality of life; QALY, quality-adjusted life years.

Health outcomes Values are means unless otherwise stated. HRQoL, health-related quality of life; QALY, quality-adjusted life years.

Cost utility

The statistical variation surrounding the results is illustrated in the cost-effectiveness plane in figure 1. Figure 2 shows the probability of the intervention being cost-effective on a continuum of hypothetical threshold values for decision-makers’ willingness to pay for an additional QALY. At a willingness to pay of 300 kDKK (k€40.3), there is 59% probability that SC-CR is more cost-effective than H-CR.
Figure 1

Consequences of shared care cardiac rehabilitation. Bootstrapped difference in costs and quality-adjusted life years (QALY).

Figure 2

The probability that shared care cardiac rehabilitation will be cost-effective over hospital cardiac rehabilitation.

The results of sensitivity analysis for complete case analysis and alternative imputation strategy of the last observation carried forward supported the robustness of the main findings. Analysis based on costing from a healthcare perspective increased the probability of cost-effectiveness by 29%, as shown in figure 3.
Figure 3

The probability of cost-effectiveness for alternative analytical scenarios. QALY, quality-adjusted life years.

Consequences of shared care cardiac rehabilitation. Bootstrapped difference in costs and quality-adjusted life years (QALY). The probability that shared care cardiac rehabilitation will be cost-effective over hospital cardiac rehabilitation. The probability of cost-effectiveness for alternative analytical scenarios. QALY, quality-adjusted life years.

Discussion

SC-CR and H-CR after ACS seemed comparable in socioeconomic terms. The cost of SC-CR was an additional 2.5 kDKK (95% CI −38.1 to 43.1), with a QALY gain of 0.02 (95% CI −0.03 to 0.06), compared with H-CR. As expected, SC-CR had higher costs for formal GP visits and lower costs for transportation and outpatient visits. SC-CR incurred a higher productivity loss. To our knowledge this was the first report that compared cost utility between H-CR and SC-CR in a randomised design that exploited the new structure of healthcare in Denmark. A recently published study by Dehbarez et al reported the learning and coping strategies were unlikely to be cost-effective compared with standard education in CR because of an average additional cost of 6 kDKK (€811) and a statistically insignificant gain in QALY of 0.005.25 Papadakis et al26 in a systematic review showed that CR reduced the costs compared with usual care; however, the review was made in a general cardiac population before PCI was systematically performed and at a time when data on CR outside hospitals were limited. Other studies have compared the costs of H-CR and home-based CR after PCI. Taylor et al27 found that running a home-based rehabilitation programme costs less than a hospital-based programme (−€44 per patient), and the difference was largely the result of reduced personnel costs. Over the 9 months of the study, no significant difference was seen between the two groups with regard to overall healthcare costs. Jolly et al,28 however, found the average cost of home-based rehabilitation to be greater than hospital-based rehabilitation (£198 vs £157). When costs for patient travel and time were included, the cost for hospital rehabilitation rose close to that of the home programme (£157–£181). In the first reported study that included patients older than 80 years, Marchionni et al29 found both lower costs and prolonged positive clinical effects of home-based CR compared with H-CR and suggested that home-based CR be chosen for low-risk older patients. Our study addressed patients with ACS after coronary angiography, all of whom were at low risk, and the intervention of SC-CR was performed in the local community, limiting transportation time and limiting costs to outpatient visits; however, this difference was balanced by increased costs of primary healthcare. The intention of CR was that a rather short investment in a patient’s health would lead to a profit, with reduced health costs in the long term. The comparison of long-term costs showed a 3-year net savings when usual care was compared with a hospital-based 1-year lifestyle modification programme for patients with symptomatic coronary heart disease among Medicare beneficiaries.30 A Belgian study found CR to be cost-effective, with €636/patient less in the CR group than in the control group not receiving CR after 4.5 years’ follow-up.31 We found a great variation in productivity loss and a tendency towards a higher productivity loss in the SC-CR group that seemed to be caused by a longer period of sick leave, early retirement or reschooling. The cause of this difference is unclear. Biering et al32 found patients’ self-rated health 4 weeks after PCI to be a stronger predictor for return to work than left ventricular ejection fraction in a Danish study of return to work after elective and acute PCI among patients younger than 67 years. This may imply the importance of psychosocial support in CR. We found no difference in self-rated health between the two groups in our study. This may be related to the main difference between the groups being the organisation of care, whereas the components in the programme were identical.

Strengths and weaknesses

The strength of our study was the meticulous selection of eligible patients, who were considered fully revascularised, with an ejection fraction ≥40% when starting CR, plus the comprehensive healthcare costing and the high EQ-5D response rates. Also, the microcosting approach including the time cost of the patients was considered a strength of the study. Data were available for the experimental SC-CR and microcosting was applied. We mimicked the methodology for the development of formal tariffs in order to preserve internal validity. However we cannot rule out that a future, routine-based tariff will be lower if learning curve aspects, economies of scale and others affect productivity of SC-CR provision. A weakness of the study was its power, primarily regarding the major clinical endpoints like mortality, morbidity and continued ability to work. Regarding economy, the observed differences between the two strategies were so small that even a very large study would be unlikely to reach a different result. We found no difference in our primary outcome in the clinical trial,15 programme adherence, and whether CR was conducted at the hospital or in shared care. A study of 212 patients introduced susceptibility for higher costs due to adverse events (eg, infection in prosthesis), and the inclusion of both different hospitals and of different municipalities meant that there were small differences in the rehabilitation courses. General measures of quality of life like the EQ-5D may be less sensitive than disease-specific instruments. Also, the EQ-5D had some ceiling effect, being less sensitive at detecting changes towards the top of the scale.33 34 Due to the exclusion of heart failure and very elderly patients, care had to be taken when these patients were compared with other patients. The bootstrapping procedure was based on independent draws from costs and outcomes, ignoring correlation between costs and outcomes. Due to the large CIs around cost and QALY, one should interpret the CEAC with caution. It might be wise to invest in rather additional research to reach a firm decision to implement the rehabilitation programme.35 Using age-matched and gender-matched average salaries to value patient time is a conventional methodological choice in order not to conflict with equity. If the study population is less active at the labour market than the age-matched and gender-matched general population, it is likely that we have overestimated their time value. Given that the SC-CR group spends less time on transportation but demonstrates a relatively heavier tendency for more sick leave, this is a potential bias against H-CR. In conclusion, CR after shared care model and H-CR are comparable and similar in socioeconomic terms. Increased attention in reducing productivity loss potentially could reduce costs.
  32 in total

1.  Estimating mean QALYs in trial-based cost-effectiveness analysis: the importance of controlling for baseline utility.

Authors:  Andrea Manca; Neil Hawkins; Mark J Sculpher
Journal:  Health Econ       Date:  2005-05       Impact factor: 3.046

2.  Generation of a Danish TTO value set for EQ-5D health states.

Authors:  Kim U Wittrup-Jensen; Jørgen Lauridsen; Claire Gudex; Kjeld M Pedersen
Journal:  Scand J Public Health       Date:  2009-05-01       Impact factor: 3.021

Review 3.  Secondary prevention through cardiac rehabilitation: from knowledge to implementation. A position paper from the Cardiac Rehabilitation Section of the European Association of Cardiovascular Prevention and Rehabilitation.

Authors:  Massimo Francesco Piepoli; Ugo Corrà; Werner Benzer; Birna Bjarnason-Wehrens; Paul Dendale; Dan Gaita; Hannah McGee; Miguel Mendes; Josef Niebauer; Ann-Dorthe Olsen Zwisler; Jean-Paul Schmid
Journal:  Eur J Cardiovasc Prev Rehabil       Date:  2010-02

4.  Use of cardiac rehabilitation by Medicare beneficiaries after myocardial infarction or coronary bypass surgery.

Authors:  Jose A Suaya; Donald S Shepard; Sharon-Lise T Normand; Philip A Ades; Jeffrey Prottas; William B Stason
Journal:  Circulation       Date:  2007-09-24       Impact factor: 29.690

5.  Long-term cost-benefit ratio of cardiac rehabilitation after percutaneous coronary intervention.

Authors:  Paul Dendale; Dominique Hansen; Jan Berger; Mark Lamotte
Journal:  Acta Cardiol       Date:  2008-08       Impact factor: 1.718

6.  The Birmingham Rehabilitation Uptake Maximisation study (BRUM): a randomised controlled trial comparing home-based with centre-based cardiac rehabilitation.

Authors:  K Jolly; G Y H Lip; R S Taylor; J Raftery; J Mant; D Lane; S Greenfield; A Stevens
Journal:  Heart       Date:  2008-03-10       Impact factor: 5.994

Review 7.  Provision, uptake and cost of cardiac rehabilitation programmes: improving services to under-represented groups.

Authors:  A D Beswick; K Rees; I Griebsch; F C Taylor; M Burke; R R West; J Victory; J Brown; R S Taylor; S Ebrahim
Journal:  Health Technol Assess       Date:  2004-10       Impact factor: 4.014

8.  Cardiac rehabilitation enrollment among referred patients: patient and organizational factors.

Authors:  Karam I Turk-Adawi; Neil B Oldridge; Sergey S Tarima; William B Stason; Donald S Shepard
Journal:  J Cardiopulm Rehabil Prev       Date:  2014 Mar-Apr       Impact factor: 2.081

Review 9.  A systematic review of economic evaluations of cardiac rehabilitation.

Authors:  Wai Pong Wong; Jun Feng; Keng Ho Pwee; Jeremy Lim
Journal:  BMC Health Serv Res       Date:  2012-08-08       Impact factor: 2.655

10.  Cardiac rehabilitation after acute coronary syndrome comparing adherence and risk factor modification in a community-based shared care model versus hospital-based care in a randomised controlled trial with 12 months of follow-up.

Authors:  Jannik B Bertelsen; Jens Refsgaard; Helle Kanstrup; Søren P Johnsen; Ina Qvist; Bo Christensen; Kent L Christensen
Journal:  Eur J Cardiovasc Nurs       Date:  2016-09-23       Impact factor: 3.908

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1.  Cultural adoption, and validation of the Persian version of the coronary artery disease education questionnaire (CADE-Q): a second-order confirmatory factor analysis.

Authors:  Zahra Marofi; Razieh Bandari; Majideh Heravi-Karimooi; Nahid Rejeh; Ali Montazeri
Journal:  BMC Cardiovasc Disord       Date:  2020-07-23       Impact factor: 2.298

2.  Methodological Quality of Economic Evaluations in Integrated Care: Evidence from a Systematic Review.

Authors:  Mudathira Kadu; Nieves Ehrenberg; Viktoria Stein; Apostolos Tsiachristas
Journal:  Int J Integr Care       Date:  2019-09-09       Impact factor: 5.120

3.  Protocol for the economic evaluation of metacognitive therapy for cardiac rehabilitation participants with symptoms of anxiety and/or depression.

Authors:  Gemma E Shields; Adrian Wells; Patrick Doherty; David Reeves; Lora Capobianco; Anthony Heagerty; Deborah Buck; Linda M Davies
Journal:  BMJ Open       Date:  2020-09-10       Impact factor: 2.692

  3 in total

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