Part C: costs of adverse events, comorbidities and complications Gamma distributions | |||||||
Health state | Mean Cost (£) | SE | Source | Health state | Mean cost (£) | SE | Source |
Adverse events | |||||||
Hypoglycaemia | 187 | 18.69 | Heller et al 14 | DKA with hospitalisation | 1399 | 140 | NHS reference costs38 |
Nephropathy | |||||||
Ongoing yearly cost of microalbuminuria | 36 | 3.56 | BNF39 and McEwan et al 40 | Ongoing yearly cost of microalbuminuria ongoing | 36 | 3.56 | BNF39 and McEwan et al 40 |
Ongoing yearly cost of ESRD | 24 436 | 2444 | NHS reference costs38 | Death due to ESRD | 0 | 0 | Assumed equal to zero |
Neuropathy | |||||||
Clinically confirmed neuropathy | 271 | 27.14 | Currie et al 41 | Clinical neuropathy | 271 | 27.14 | Currie et al 41 |
Diabetic foot syndrome | 2848 | 285 | NHS Reference costs38 | PAD with amputation (year 1) | 7221 | 722 | NHS Reference costs38 |
Ongoing yearly cost of PAD with amputation | 439 | 43.93 | McEwan et al 40 | ||||
Retinopathy | |||||||
Background retinopathy | 145 | 14.47 | McEwan et al 40 | Proliferative retinopathy | 661 | 66.11 | McEwan et al 40 |
Macular oedema (year 1) | 5710 | 571.0 | NICE,42 BNF43 | Macular oedema (year 2) | 3416 | 341.6 | NICE,42 BNF43 |
Macular oedema (year 3) | 2562 | 256.2 | NICE,42 BNF43 | Macular oedema (ongoing) | 277 | 27.7 | NICE,42 BNF43 |
Blindness (year 1) | 1584 | 158 | Clarke et al 44 | Blindness (ongoing) | 519 | 51.88 | Clarke et al 44 |
Cardiovascular | |||||||
First MI (year 1) | 6788 | 679 | Clarke et al 44 | Second MI (year 1) | 6788 | 679 | Clarke et al 44 |
Final MI (year 1) | 6788 | 679 | Clarke et al 44 | Ongoing yearly cost of an MI | 904 | 90.43 | Clarke et al 44 |
Fatal MI | 2101 | 210 | Clarke et al 44 | Heart Failure (year 1) | 3818 | 382 | Clarke et al 44 |
Heart failure (ongoing) | 1173 | 117 | Clarke et al 44 | Fatal HF | 3818 | 382 | Clarke et al 44 |
First stroke (year 1) | 4361 | 436 | Clarke et al 44 | Second stroke | 4361 | 436 | Clarke et al 44 |
Fatal stroke | 5684 | 568.45 | Clarke et al 44 | First stroke (ongoing) | 559 | 55.90 | Clarke et al 44 |
Angina (year 1) | 3397 | 340 | Clarke et al 44 | Angina (ongoing) | 951 | 95.09 | Clarke et al 44 |
*The variance covariance matrices used to parameterise the multivariate normal distribution are provided in online supplementary material B tables 4, 7 and 12.
†This variable was included in the original regressions; however, the model would converge when this covariate was included, so this parameters is taken to be a zero value in the total cost formula.
–This value was not included as a covariate in the regression formula and is taken to be a zero value in the total cost formula.
The cost for each total cost in part A is calculated using the following formula:
Total cost=β0+β1*individual’s baseline diabetes-related contact cost+β2*individual’s baseline insulin cost+β3*individual’s baseline HbA1c (DCCT % scale)+β4*individual’s treatment at the start of the year (1=pump, 0=MDI)+β5*(1=switched from pump to MDI, 0=did not switch from pump to MDI)+β6*(1=Switched from MDI to pump, 0=did not switch from MDI to pump).
BNF, British National Formulary; DAFNE, Dose Adjustment for Normal Eating; DCCT, Diabetes Control and Complications Trial; DKA, diabetic ketoacidosis; DRC, diabetes related contacts; ESRD, end-stage renal disease; HF, heart failure; MDI, multiple daily injections; MI, myocardial infarction; NHS, National Health Service; NICE, National Institute for Health and Care Excellence; PAD, peripheral arterial disease; pump, insulin pumps; REPOSE, Relative Effectiveness of Pumps over Structured Education.