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The cost-effectiveness of progesterone in preventing miscarriages in women with early pregnancy bleeding: an economic evaluation based on the PRISM Trial Okeke Ogwulu CB 1 , Goranitis I 1,2 , Devall AJ 3 , Cheed V 4 , Gallos ID 3 , Middleton LJ 4 , Harb HM 3 , Williams HM 3 , Eapen A 5 , Daniels JP 6 , Ahmed A 7 , Bender-Atik R 8 , Bhatia K 9 , Bottomley C 10 , Brewin J 11 , Choudhary M 12 , Deb S 13 , Duncan WC 14 , Ewer AK 3 , Hinshaw K 7 , Holland T 15 , Izzat F 16 , Johns J 17 , Lumsden M 18 , Manda P 19 , Norman JE 14 , Nunes N 20 , Overton CE 21 , Kriedt K 10 , Quenby S 22 , Rao S 23 , Ross J 18 , Shahid A 24 , Underwood M 25 , Vaithilingham N 26 , Watkins L 27 , Wykes C 28 , Horne AW 14 , Jurkovic D 10 , Coomarasamy A 3 , Roberts TE 1 * 1 Health Economics Unit, Institute of Applied Health Research, College of Medical and Dental Sciences, IOEM Building, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK 2 Health Economics Unit, Centre for Health Policy, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia 3 Institute of Metabolism and Systems Research, College of Medical and Dental Sciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT 4 Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT 5 Carver College of Medicine, University of Iowa Health Care, U.S.A 6 Faculty of Medicine & Health Sciences, University of Nottingham, Queen's Medical Centre, Nottingham, NG7 2UH 7 Sunderland Royal Hospital, City Hospitals Sunderland NHS Foundation Trust, Kayll Rd, Sunderland SR4 7TP 8 The Miscarriage Association, 17 Wentworth Terrace, Wakefield, WF1 3QW Page 1 of 43

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Page 1: ABSTRACT - University of Edinburgh · Web viewthe fetal crown–rump length was 7 mm or longer with no visible heartbeat; if the gestational sac was a mean of 25 mm or greater in

The cost-effectiveness of progesterone in preventing miscarriages in women with early pregnancy bleeding: an economic evaluation based on the PRISM Trial

Okeke Ogwulu CB1, Goranitis I1,2, Devall AJ3, Cheed V4, Gallos ID3, Middleton LJ4, Harb HM3, Williams

HM3, Eapen A5, Daniels JP6, Ahmed A7, Bender-Atik R8, Bhatia K9, Bottomley C10, Brewin J11,

Choudhary M12, Deb S13, Duncan WC14, Ewer AK3, Hinshaw K7, Holland T15, Izzat F16, Johns J17, Lumsden

M18, Manda P19, Norman JE14, Nunes N20, Overton CE21, Kriedt K10, Quenby S22, Rao S23, Ross J18,

Shahid A24, Underwood M25, Vaithilingham N26, Watkins L27, Wykes C28, Horne AW14, Jurkovic D10,

Coomarasamy A3, Roberts TE1*

1Health Economics Unit, Institute of Applied Health Research, College of Medical and Dental

Sciences, IOEM Building, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK2 Health Economics Unit, Centre for Health Policy, Melbourne School of Population and Global

Health, The University of Melbourne, Melbourne, Australia3Institute of Metabolism and Systems Research, College of Medical and Dental Sciences, University

of Birmingham, Edgbaston, Birmingham, B15 2TT4Institute of Applied Health Research, College of Medical and Dental Sciences, University of

Birmingham, Edgbaston, Birmingham, B15 2TT5Carver College of Medicine, University of Iowa Health Care, U.S.A 6Faculty of Medicine & Health Sciences, University of Nottingham, Queen's Medical Centre,

Nottingham, NG7 2UH7Sunderland Royal Hospital, City Hospitals Sunderland NHS Foundation Trust, Kayll Rd, Sunderland

SR4 7TP8The Miscarriage Association, 17 Wentworth Terrace, Wakefield, WF1 3QW9Burnley General Hospital, East Lancashire Hospitals NHS Trust, Casterton Ave, Burnley, BB10 2PQ10University College Hospital, University College London Hospitals NHS Foundation Trust, Euston Rd,

Bloomsbury, London NW1 2BU11Tommy’s Charity, Laurence Pountney Hill, London, EC4R 0BB12Royal Victoria Infirmary, Newcastle upon Tyne Hospitals NHS Foundation Trust, Queen Victoria Rd,

Newcastle upon Tyne, NE1 4LP13Queen’s Medical Centre, Nottingham University Hospitals NHS Trust, Derby Rd, Nottingham, NG7

2UH14MRC Centre for Reproductive Health, University of Edinburgh, the Queen's Medical Research

Institute, 47 Little France Cresent, Edinburgh, EH16 4TJ

Page 1 of 31

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15Guy’s and St Thomas’ Hospital, Guy's and St Thomas' NHS Foundation Trust, London SE1 7EH16University Hospital Coventry, University Hospitals Coventry and Warwickshire NHS Trust, Clifford

Bridge Road, Coventry, CV2 2DX17Kings College Hospital, King's College Hospital NHS Foundation Trust, Denmark Hill, London, SE5

9RS18Academic Unit of Reproductive & Maternal Medicine, University of Glasgow, University Avenue,

Glasgow, G12 8QQ19James Cook University Hospital, South Tees Hospitals NHS Foundation Trust, Marton Rd,

Middlesbrough, TS4 3BW 20West Middlesex University Hospital, Chelsea and Westminster Hospital NHS Foundation Trust,

Twickenham Rd, Isleworth, TW7 6AF21St Michael's Hospital, University Hospitals Bristol NHS Foundation Trust, Southwell St, Bristol, BS2

8EG22Biomedical Research Unit in Reproductive Health, University of Warwick, Warwick CV4 7AL23Whiston Hospital, St Helen’s and Knowsley Teaching Hospitals NHS Trust, Warrington Rd, Whiston,

Rainhill, Prescot, L35 5DR24Whipps Cross Hospital, Barts Health NHS Trust, Whipps Cross Rd, Leytonstone, London, E11 1NR 25Princess Royal Hospital, Shrewsbury and Telford Hospital NHS Trust, Apley Castle, Apley, Telford,

TF1 6TF26Portsmouth Hospitals NHS Trust, Queen Alexandra Hospital, Cosham, Portsmouth PO6 3LY27Liverpool Women’s Hospital, Liverpool Women’s NHS Foundation Trust, Liverpool Women’s

Hospital, Crown Street, Liverpool L8 78828East Surrey Hospital, Surrey and Sussex Healthcare NHS Trust, Canada Ave, Redhill, RH1 5RH

The Queen’s Medical Research Institute, University of Edinburgh, Edinburgh, EH16 4TJ

*Corresponding author: Tracy Roberts, Professor of Health Economics, Health Economics Unit,

Institute of Applied Health Research, College of Medical and Dental Sciences, IOEM Building,

University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK. Tel. +44 (0)121 414 7708 Email

[email protected]

Page 2 of 31

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ABSTRACT

Objectives: To assess the cost-effectiveness of progesterone compared with placebo in preventing

pregnancy loss in women with early pregnancy vaginal bleeding.

Design: Economic evaluation, alongside a large multicentre randomised placebo-controlled trial

(PRISM ISRCTN14163439), from the NHS perspective and the NHS and Personal Social Services

perspectives.

Setting: 48 UK NHS early pregnancy units.

Population: 4153 women aged 16-39 years with bleeding in early pregnancy and ultrasound

evidence of an intrauterine sac.

Methods: Women were randomised to receive progesterone or matched placebo pessaries from

presentation until 16 weeks of gestation. A within-trial cost-effectiveness analysis was conducted

based on the primary clinical outcome of live birth at ≥34 weeks’ gestation.

Main Outcome Measures: Total health care cost per woman at trial end. Cost-effectiveness

estimates as incremental cost-effectiveness ratios and cost-effectiveness acceptability curves.

Results: The average cost per participant in the progesterone arm was more than that of a

participant in the placebo arm (£7655 vs £7572) with an adjusted mean cost difference of £76 (95%

CI: -£559 to £711) in the base case analysis. The incremental cost-effectiveness ratio (ICER) of

progesterone compared to placebo was estimated as £3305 per additional live birth at ≥ 34 weeks of

gestation.

Conclusions: Progesterone led to a gain in live births but with an additional cost and may be

perceived cost-effective by decision makers as an intervention for women with threatened

miscarriage.

Keywords: Economic evaluation, cost-effectiveness, miscarriage, progesterone.

Tweetable abstract: Progesterone could rescue threatened miscarriage and may be considered cost-

effective compared to placebo.

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INTRODUCTION

Miscarriage is defined as the loss of an unborn baby before the 24 th week of pregnancy.1 It is the

most frequent adverse outcome of pregnancy,2, 3 with an estimated 20-25% of pregnancies ending in

miscarriage.4 In the United Kingdom (UK), approximately 140,000 women miscarry every year.5

Miscarriage is associated with substantial adverse clinical and psychological impacts on women and

their families.6 Miscarriage also poses a significant economic burden to the UK National Health

Service (NHS), with an estimated annual cost of over £350 million5 for the management (medical and

surgical) and complications.

A common presentation of a potential miscarriage is vaginal bleeding in the first trimester of

pregnancy.1 Progesterone is a hormone that is naturally secreted by the corpus luteum and the

placenta in early pregnancy and is believed to be key to the attainment and maintenance of a

healthy pregnancy.4 The physiological importance of progesterone has led to clinicians, researchers,

and patients considering progesterone supplementation during early pregnancy as a miscarriage

prevention strategy .7

In 2012, the National Institute for Health and Care Excellence (NICE) guidelines on ‘Ectopic

Pregnancy and Miscarriage’ called for a large randomised clinical trial (RCT) to explore the potential

role of progesterone in early pregnancy.8 In response to this call, the PRogesterone In Spontaneous

Miscarriage (PRISM) trial was funded by the National Institute for Health Research (NIHR) in the UK

to investigate the effectiveness and cost-effectiveness of progesterone on pregnancy outcomes in

women with first trimester vaginal bleeding.

Our study reports an economic evaluation carried out alongside the PRISM trial. The study explores

the relative costs and benefits of using progesterone compared to placebo to prevent miscarriage

and achieve a live birth at or beyond 34 weeks of pregnancy.

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METHODS

Trial Design and Participants

The PRISM trial is a multi-centre, randomised, double-blinded, placebo-controlled trial. Detailed

information about the trial design and participants is published elsewhere.7 Briefly, between May

2015 and July 2017, 4153 women with early pregnancy bleeding and ultrasonography confirmation

of an intrauterine sac were recruited from 48 hospitals across the UK.

Women were considered eligible if they were aged 16-39 years at recruitment. Exclusion criteria are

detailed elsewhere7 and are available in the appendix (Appendix 1). Written informed consent was

provided by all trial participants. Ethical approval was obtained from the South Central - Oxford C

Research Ethics Committee (REC ref: 14/SC/1345) and the UK Health Research Authority (HRA).

Intervention

Women were randomised to either progesterone (400mg, i.e. two Utrogestan 200 mg® pessaries,

twice daily) or identical placebo pessaries on a 1-to-1 ratio. The pessaries were administered until 16

full weeks of pregnancy or less if the miscarriage was confirmed before 16 weeks.

Outcomes

Outcomes were assessed at three points: 11-14 weeks of gestation, end of pregnancy and 28-days

after delivery.7 The primary outcome for the cost-effectiveness analysis (CEA) was live birth at ≥ 34

completed weeks of gestation. An additional outcome of the PRISM trial was neonatal survival at 28

days postpartum and this was explored as a secondary outcome in the economic evaluation.

Resource Use and Costs

Resource use data were collected prospectively using researcher-recorded trial collection forms and

health services self-completed questionnaires (at registration and trial end, per woman). Resource

use data during antenatal and postnatal periods related to hospital visits, day assessment unit (DAU)

visits, emergency visits, and hospital admissions. For the intrapartum period, information on the

mode of delivery and pregnancy outcome were collected. Where pregnancy ended as miscarriage or

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ectopic pregnancy, the management was categorised as spontaneous resolution, surgical

management, or medical management. The immediate postnatal care resource use included the

number of nights of maternal admission to a high dependency unit (HDU) (level 2 care) or intensive

therapy unit (ITU) (level 3 care). Neonatal care resource use included the number of nights of the

neonate receiving intensive care, high dependency care, or special care. Primary care resource use

included contacts with the General Practitioner (GP), midwife and social care providers such as social

workers. Data were also collected for severe adverse events (SAE) occurring during the trial.

Unit costs were identified from established national sources and are listed in Table 1.9-13 All costs

were expressed in UK pounds Sterling using 2017-18 as the base price-year. Where necessary, costs

were inflated using the Hospital and Community Health Services (HCHS) pay and prices index. 14 The

cost of progesterone was provided as £21 for a 21-pack,15 which translates to a daily cost of £4

(based on the trial’s dosage of two pessaries twice daily). Ultrasonography costs were not included

as these were equally applied to both arms of the trial.

The delivery modes were categorised based on the level of complications9 and weighted averages of

the unit costs for the different levels of complications were estimated. As there was no Healthcare

Resource Group (HRG) code available for breech delivery, the cost was assumed (in agreement with

the clinical team) to be the same as the cost of normal vaginal delivery. Labour onset costs were not

included as these costs are typically incorporated in the delivery mode costs of routine data.

Published definitions for level 2 care (patient receiving single organ support) and level 3 care (patient

receiving at least 2 organ support),16 were used to define the costs.9 For SAEs, only clinically specified

SAEs deemed to have arisen from the trial Intervention were considered to be relevant to the

economic analysis and since there were none ascribed to the trial, such costs were not included.7

Cost-effectiveness Analysis

The base case analysis comprised a within-trial incremental cost-effectiveness analysis (CEA)

conducted from an NHS perspective,14 based on the primary outcome of cost per additional live birth

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at ≥ 34 weeks of gestation. The trial time horizon was less than a year and therefore no discounting

was applied.

An analogous analysis was carried out based on the secondary outcome of neonatal survival at 28

days post-partum (secondary analysis). The secondary analysis was reported in terms of cost per

additional baby that survived beyond 28 days of birth.

Total costs over the trial period were calculated by multiplying the number of resource items used,

by the corresponding unit cost and adding up all items. To account for the inherent skewness of cost

data, 95% confidence intervals (CIs) around mean differences were calculated using the bias-

corrected and accelerated (BCa) bootstrap method.17

Differences in costs and outcomes between the two comparators were calculated using seemingly

unrelated estimations.18, 19 Regression models were used to control for age, BMI, bleeding quantity

and number of previous miscarriages. Incremental cost-effectiveness ratios (ICERs) were calculated

by dividing the difference in mean cost between the trial arms by the difference in the relevant

outcomes. All statistical analyses were performed using STATA version 14.20 The economic analysis is

reported following the Consolidated Health Economic Evaluation Reporting Standards (CHEERS).21

Sensitivity analysis

To quantify the uncertainty relating to the assumptions, perspective and sampling variations, a full

sensitivity analysis was conducted including (I) a range of one-way deterministic analysis, (II)

probabilistic sensitivity analysis for the base case and (III) subgroup analyses.

I. Deterministic sensitivity analyses (DSA) - The range of DSA performed on the input

parameters for the base case included:

a. A Fixed cost of intervention until 16 weeks

In the base case analysis, the intervention cost for each woman was calculated using the

duration of administration. In practice, the intervention would be provided for the expected

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treatment period - from a diagnosis of pregnancy (6 to 8 weeks) until 16 weeks - hence the

impact of a fixed cost of progesterone for an ideal treatment period was explored.

b. Primary care costs

The base case analysis adopted an NHS perspective. To explore the NHS and PSS perspective,

primary care costs were included. Due to insufficient primary care data, these costs were

explored for all participants by imputing missing costs using multiple imputations22 by

applying chained equations with predictive mean matching across 60 imputations.23

c. Unit costs

The costs of antenatal and postnatal inpatient night of admission and miscarriage

management used in the base case analysis were replaced with documented values8, 9, 24

which have been used by other studies.25 Furthermore, the impact of removing delivery

costs from the base case analysis was explored.

I. Probabilistic sensitivity analysis (PSA) – This was conducted for the base case analysis.

PSA comprises non-parametric bootstrapping (using seemingly unrelated estimates) to

resample the joint distribution in the mean cost and outcome difference between the two

trial arms.26 This generated 5000 paired estimates of incremental costs and live birth beyond

34 weeks, and cost-effectiveness planes were generated using scatterplots.27 A cost-

effectiveness acceptability curve (CEAC) was constructed to illustrate the probability that the

intervention is cost-effective at various monetary values that depict decision-makers’

willingness to pay for an additional live birth.28

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II. Subgroup analysis -Two subgroup analyses were conducted for, 1) Women with ≥1

previous miscarriage and 2) Women with ≥3 previous miscarriages. In addition, PSA was

performed for these subgroups.

RESULTS

The trial results are reported in detail elsewhere.7 This section provides the key results pertinent to

the cost-effectiveness analysis.

Participants

A total of 4153 women were recruited and randomised to either the progesterone (n = 2079) or

placebo (n=2074) arm. Thirty (0.7%) women withdrew from the trial and 85 (2%) women were lost

to follow-up; thus data were available for 4038 women - (2025 in the intervention arm and 2013 in

the non-intervention arm).7

Outcomes

Table 2 presents the results of the trial outcomes required for the economic analysis. For the

primary outcome, the proportion of women with live births at ≥ 34 completed weeks of pregnancy

was higher in the progesterone arm (74.72%) than the placebo arm (72.48%) - an effect difference of

approximately 0.022 (2.2%) (95% CI:-0.004 to 0.050). There were 1605 vs 1533 babies that were

born alive in the progesterone vs placebo arms respectively. For the secondary outcome, 1597/2025

(78.86%) in the progesterone arm and 1531/2013 (76.05%) in the placebo arm were still alive at 28

days post birth with an effect difference of 0.028 (95% CI: -0.004 to 0.047).

Resource Use and costs

A breakdown of the resource use by the trial arm is provided in Appendix 2. On average, women in

the progesterone arm utilised the intervention for a longer period of time than those in the placebo

arm (50 days vs 48 days). For the antenatal period, women allocated to the progesterone arm had,

on average a higher frequency of antenatal and day assessment unit (DAU) visits, but a fewer

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number of emergency room visits and hospital admissions than women in the placebo arm. During

the postnatal period, women in the progesterone arm utilised similar services more than those in

the placebo arm except for emergency hospital visits which were the same for both arms. However,

women in the placebo arm had more admissions to the HDU and their babies had on average a

higher number of admissions to the HDU and the neonatal special care than in the intervention.7

Appendix 3 presents the mean costs per woman by trial arm. The average cost of the trial

intervention was £204 (95% CI: £200 to £207) per pregnancy. Antenatal hospital visits, with a mean

cost of £2339 (SD 2672) and £2334 (SD 2665) per woman for the progesterone and placebo arm

respectively accounted for the largest proportion of the hospital costs. Mean hospital costs for

mother and infant during the trial period were £7655 (SD 9952) in the progesterone arm and £7572

(SD 10616) in the placebo arm, generating a mean cost difference of £76 (95% CI: -£559 to £711).

Generally, cost differences between the trial arms were mostly due to the trial intervention (mean

cost difference £204, 95% CI: £200 to £207), emergency Caesarean section with complications (mean

cost difference -£137, 95% CI: -£246 to £281) and neonatal high dependency care (mean cost

difference -£93, 95% CI: -£344 to £159).

Cost-effectiveness analysis

The result of the base case analysis (Table 3) showed that the intervention group had a mean cost of

£7655 per woman. The adjusted (BCa bootstrapped) mean difference was £76 (95% CI -£559 to

£711) more than the mean per woman cost of the placebo group (£7572). The progesterone group

had a higher proportion of live births at ≥ 34 (an additional effect of 0.022), which is equivalent to a

gain of approximately two live births per 100 women, although not statistically significant. The

incremental cost-effectiveness ratio (ICER) for progesterone relative to placebo was £3305 per

additional live birth at ≥ 34 weeks.

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For the secondary analysis which was based on the secondary outcome of the PRISM trial (Table 3)

(neonatal survival at 28-days post-partum), progesterone intervention led to an effect difference of

0.028, thus producing an ICER of £3037 per additional baby that survived beyond 28 days after birth.

Sensitivity analyses

I. Deterministic Sensitivity Analysis

One-way deterministic sensitivity analyses were conducted by varying costs whilst keeping the

outcome constant. As shown in Appendix 4, for all scenarios, progesterone intervention remained

more costly than placebo, and differences in the estimated ICERs were negligible and unlikely to

impact decision-making.

II. Probabilistic Sensitivity Analysis

The cost-effectiveness plane for the base case analysis is presented in Figure 1 and the majority of

the scatter plots are in the south-east and north-east quadrants. Estimates of the paired incremental

costs and outcomes (depicted by scatter plots) falling in the south-east quadrant represent improved

outcome and lower costs, while scatter plots in the north-east quadrant represent improved

outcome and higher costs. Thus, Figure 1 suggests that progesterone is a more effective

intervention. However, it is uncertain whether progesterone is likely to be more costly (north-east)

or less costly (south-east) relative to placebo. The cost-effectiveness acceptability curve (Figure 2)

shows the probability of progesterone being cost-effective at various values of decision-makers

willingness-to-pay (WTP) per additional live birth. For thresholds of WTP per additional live birth

greater than £15,000, there is more than 80% probability that progesterone is cost-effective. The

probability of cost-effectiveness steadily increases and exceeds 90% for WTP thresholds greater than

£23,000.

III. Subgroup analysis

The subgroup analysis (Table 4) conducted on women with ≥1 previous miscarriage found the trial

intervention to be less costly (with a cost-difference of £-322 (95% CI: -£1318 to £673)) but more

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effective (with an additional gain of five live births per women). Thus, for the subgroup of women

with ≥1 previous miscarriage progesterone intervention is shown to be less costly and more effective

and is thus a dominant intervention compared to placebo for this subgroup of women.

For women with ≥ 3 previous miscarriages, progesterone intervention was both more costly (with a

cost-difference of £1754 (95% CI: -£1041 to £4550) and more effective with an additional gain of 15

live births per 100 women. The ICER for this sub-group was £11,606 per additional live birth at ≥ 34

weeks. The difference in cost compared to both the base case and the subgroup of women with ≥1

previous miscarriage, was mostly driven by higher neonatal care costs incurred by women with ≥ 3

previous miscarriages (Appendix 5). Although the trial intervention led to more live births for this

group, some of these babies required neonatal ITU, HDU or special care thereby generating a higher

cost-difference than the base case and the other subgroup (Appendix 5). Cost-effectiveness planes

and CEACs for the two subgroup analyses are provided in Appendix 6.

Additional analyses which explored, hospital-related costs for the women only (excluding neonatal

care costs); hospital-related costs for all participants including those that were lost to follow up; and

hospital and primary care costs for the base case analysis, were carried out. These analyses are not

reported because there was no variation on the results that would impact on decision-making.

DISCUSSION

Principal Findings

This study assessed the cost-effectiveness of progesterone compared to placebo in avoiding

miscarriage and achieving a live birth at ≥ 34 weeks of pregnancy in women who presented with

bleeding in early pregnancy. The results suggest that the progesterone trial is more costly with an

average cost per participant of £7655 compared to £7572. The difference in costs (£76) was mainly

attributable to the cost of progesterone (mean cost £204). Progesterone resulted in an additional

effect of 0.022. Although the result is not statistically significant, there is sufficient uncertainty

around the clinical data points, that when using the approaches which are required by guidelines for

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economics analysis,21, 29 in which the uncertainty around the results must be estimated using

confidence intervals around the mean, the economic analysis suggests that progesterone is likely to

be more effective than placebo. Consequently, the base case economic analysis suggests that

progesterone intervention is both more costly and more effective than placebo and the estimated

ICER is £3305 per additional live birth at ≥ 34 weeks.

In the analogous analysis based on the secondary outcome, the intervention was again shown to be

more effective in the economic analysis, with an estimated gain of three neonates per 100 women

surviving beyond 28 days post-partum. The ICER for the secondary analysis was £3037 per additional

baby surviving beyond 28 days after birth.

An analysis of subgroups shows a clear result in favour of progesterone use for women with bleeding

and a previous history of miscarriage. For the subgroup of women with ≥1 previous miscarriage(s)

the analysis suggests that intervention with progesterone would be less costly and more effective

and thus dominant. For the subgroup of women with ≥3 previous miscarriages, there is an increase

in the ICER compared to the base case although it may still be considered favourable.

Interpretation

Whether progesterone would be supported in resource allocation decisions depends on the amount

that society is willing to pay to increase the chances of an additional live birth at and beyond 34

weeks of gestation. There is currently no threshold values assigned to an additional live birth. 25, 30

The results (Figure 2) suggest that the probability of progesterone being cost-effective is above 50%

for almost all values represented in the cost-effectiveness acceptability curve (CEAC).

Strengths and Limitations of the Study

A strength of the economic evaluation is that it is based on the largest multi-centre RCT involving

over 4000 participants, which explored whether progesterone provides value for public healthcare

resources. The resource use and outcome data were prospectively collected at different points in the

trial. Unit costs were obtained from standard and recognised sources. The cost-effectiveness results

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also benefitted from the robustness of the main analyses and sensitivity analyses. 7 Although data on

primary care services were available for less than 10% of the participants this has been accounted

for by imputing missing costs.

A potential limitation of this study is the confusion that might arise given the reported clinical results

for the base case suggested the additional effectiveness of progesterone was not significantly

different from the placebo7, while the health economics analysis suggests that progesterone given to

women who have threatened miscarriage in early pregnancy is likely to be cost-effective. This

contrasting interpretation of the results relates to a requirement in the recommendations for health

economic analysis to estimate and quantify the uncertainty around the clinical endpoints (based on

appropriate distributions applied to the confidence intervals surrounding the point estimate and

using probabilistic sensitivity analysis).21, 29

This recommended and widely endorsed approach to conducting robust economic analysis is

recognised as potentially challenging and has been widely debated and explained elsewhere.14, 29, 31

It was beyond the scope of and timeline of this study to explore the wider societal costs to the

participants, given the potential impact on society of fewer miscarriages but the wider societal

perspective is not anticipated to oppose the direction of the results reported here.

Comparison with the Literature

This is the first UK research to examine the cost-effectiveness of progesterone in preventing

miscarriage and achieving a live birth beyond 34 weeks. A similar UK study explored the cost-

effectiveness of progesterone in preventing miscarriages in women with a history of unexplained

recurrent miscarriages leading to a live birth beyond 24 weeks.25 The authors found that the total

mean cost of the intervention was higher in the progesterone arm than in the placebo arm by

£332.17 and an ICER of £18,053 per additional live birth beyond 24 weeks for the base case analysis

with a 50% probability of being cost-effective at this value. 25

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CONCLUSION

Currently, in the UK, progesterone is not routinely given to women who are at high risk for a

miscarriage.5 The results of the CEA suggest that progesterone is likely to be cost-effective,

particularly for women with recurrent miscarriages. This lends credibility to the belief of some that

progesterone should be given to such women.7

In conclusion, the ICER for the base case analysis of the PRISM trial was £3305 per additional live

birth beyond 34 weeks. If decision-makers are willing to pay more than £3305 for an additional live

birth, then the dispensation of progesterone pessaries to women who present with bleeding in early

pregnancy should be adopted.

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Acknowledgements

We thank all the women who participated in this study; the following investigators for supervising

recruitment and randomisation at the study centres: Mr Samson Agwu, Mrs Rita Arya, Miss Miriam

Baumgarten, Dr Catey Bass, Miss Sumita Bhuiya, Prof Tom Bourne, Mr James Clark, Mr Samual

Eckford, Mr Zeiad El-Gizawy, Mrs Joanne Fletcher, Miss Preeti Gandhi, Dr Mary Gbegaje, Dr Ingrid

Granne, Mr Mamdough Guirguis, Dr Pratima Gupta, Dr Hadi Haerizadeh, Dr Laura Hipple, Mr Piotr

Lesny, Miss Hema Nosib, Mr Jonathan Pepper, Mr Jag Samra, Ms Jayne Shillito, Dr Rekha Shrestha,

Dr Jayasree Srinivasan, Dr Ayman Swidan and Prof Derek Tuffnell; all the PRISM research nurses who

assisted in the collection of data and the Early Pregnancy Unit staff who supported the trial; Leanne

Beeson, Mary Nulty and Louisa Edwards for their support in managing and coordinating the trial;

Prof Siladitya Bhattacharya for chairing the trial steering committee; Prof Andrew Shennan for

chairing the data and safety monitoring committee; Dr. Javier Zamora and Dr Willem Ankum for

participating in the data monitoring committee; and all those not otherwise mentioned above who

have contributed to the PRISM study.

Disclosure of Interests

There are no conflicts of interest to disclose.

Contribution to Authorship

AR, AD, TER, HH, JD, WD, AE, JN, SQ were co-applicants and contributed to the design of the study.

AR and AD were involved with the implementation and oversight of the trial. AR was the Chief

Investigator and AD was the trial manager. CO, IG and TER were responsible for the Health

Economics. CO was the principal HE researcher and received advice from IG and TER. TER was the

principal economic supervisor. LM and VC were responsible for the analyses of the trial data. LM was

the senior statistician and VC was the trial statistician. HH IDG, AE and KK were involved with

recruitment. KH, JR, AA, KB, CB, MC,FC,SD, TH,FI, JJ, ML, PM, NN, CO, SR, AS, MU, NV, LW, CW, AH,

DJ, JD, AE, KK, IG, RB, JB WD, AE, JN and SQ were Principal Investigators for the trial

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CO was responsible for the first draft of this manuscript; IG, TER, AD, AR, VC, LM, HH and IDG all

contributed to the drafting of the manuscript. All individuals contributed to the editing and revision

of the manuscript.

Details of Ethics Approval

The trial had a favourable ethical opinion from the National Research Ethics Service (NRES)

Committee South Central (Oxford C).

Funding

The study was funded by the UK NIHR Health Technology Assessment program (project number HTA

12/167/26). ISRCTN: 14163439. The views and opinions expressed by authors in this publication are

those of the authors and do not necessarily reflect those of the NHS, the NIHR, the Medical Research

Council, the Central Commissioning Facility, the NIHR Evaluation, Trials and Studies Coordinating

Centre, the Health Technology Assessment program, or the Department of Health.

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TABLES AND FIGURES

Table 1: Unit cost of Resource Items (2017-18 prices)

Resource use items Unit cost (£)

HRG code *Source

InterventionProgesterone (Utrogestan®) 200mg 4 n/a BNF15

Antenatal periodAntenatal hospital visit (Routine observation) 468 NZ16Z NHS reference cost9

Antenatal DAU (Specialised non-routine U/S) 125 NZ22Z NHS reference cost9

Emergency visit (Diagnostic procedures) 118 NZ23Z NHS reference cost11

Inpatient admission <24 hours (Day case management of antenatal disorder)

303 NZ20B NHS reference cost9

Night of patient admission 395 PSSRU13

Delivery modeUnassisted vaginal delivery (no complications) 1840 NZ30C NHS reference cost9

Unassisted vaginal delivery (complications) 2187 NZ30A, NZ30B NHS reference cost9

Instrumental vaginal delivery (no complications) 2302 NZ40C NHS reference cost9

Instrumental vaginal delivery (complications) 2446 NZ40A, NZ40B NHS reference cost9

Elective c/s (no complications) 3257 NZ50C NHS reference cost9

Elective c/s (complications) 4079 NZ50A, NZ50B NHS reference cost9

Emergency c/s (no complications) 4378 NZ51C NHS reference cost9

Emergency c/s (complications) 5678 NZ51A, NZ51B NHS reference cost9

Vaginal breech delivery (no complications) 1840 NZ30C NHS reference cost9

Vaginal breech delivery (complications) 2187 NZ30A, NZ30B NHS reference cost9

ManagementSpontaneous resolution (Miscarriage without cc)

619 MB08B NHS reference cost9

Surgical management (Miscarriage with cc) 1880 MB08A NHS reference cost9

Medical management (Miscarriage with cc) 1880 MB08A NHS reference cost9

Postnatal periodAdmission to HDU (level 2 care) 965 XC06Z NHS reference cost9

Admission to ITU (level 3 care) 1586 XC01Z-XC05Z NHS reference cost9

Hospital visit 145 n/a PSSRU13

Day assessment unit 125 NZ22Z NHS reference cost9

Emergency visit 98 VB09Z, VB11Z NHS reference cost9

Inpatient admissions (<24hours) 299 NZ26B NHS reference cost9

Night of inpatient admissions 395 n/a PSSRU13

Neonatal care Neonatal intensive care 1318 XA01Z NHS reference cost9

Neonatal high dependency care 913 XA02Z NHS reference cost9

Neonatal special care 514 XA03Z-XA04Z NHS reference cost9

Primary care services (contacts)GP visits 39 n/a Curtis and Burns10 Practice/Community Midwife 30 n/a Curtis and Burns12

Practice nurse visits 9.5 n/a Curtis and Burns10

Psychologist (or counsellor) visits 20 n/a Curtis and Burns10

Health visitor visits 22 n/a Curtis and Burns12 Social worker visits 20 n/a Curtis and Burns10

Number of other community services 21 n/a Curtis and Burns10

All unit costs are inflated to 2017-18 costs using the UK Hospital and Community Health Services pay and prices index*Taken from NHS reference costs (2016-17) unless otherwise stated. Where the NHS categories differ from ours, data

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was extracted from the closest match. GP, general practitioner; NHS, National Health Service; PSSRU, Personal Social Services Unit

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An Economic Evaluation based on the PRISM Trial.

Table 2: Outcomes across treatment arms

Outcomes Progesterone Placebo Bootstrap difference (95% CI)

n/N% n/N n/N% n/N

Primary outcomeLive birth beyond 34 weeks 74.72 1513/2025 72.48 1459/2013 0.022 (-0.004 to 0.050)Secondary outcomeAlive 28 days post-delivery 78.86 1597/2025 76.05 1531/2013 0.028 (-0.004 to 0.047)

Table 3: ICER estimates for the base case and secondary analysis

Analysis Total cost (£) per trial arm

Total effect per trial arm ICER (progesterone vs placebo – per additional live birth at ≥ 34 weeks

Base case analysis (Hospital costs for participants and infants) Progesterone 7655 0.747 3305Placebo 7572 0.725Mean difference (95% CI)

76 (-559 to 711) 0.022 (-0.004-0.0501)

Total cost (£) per trial arm

Total effect per trial arm ICER per additional baby surviving beyond 28 days postpartum

Secondary analysis (Hospital costs for participants and infants)Progesterone 7655 0.789 3037Placebo 7572 0.761

Mean difference (95% CI)

76 (-559 to 711) 0.028

Table 4: Results of the Subgroup analyses

Analysis Total cost (£) per trial arm

Total effect per trial arm ICER (progesterone vs placebo – per additional live birth at ≥ 34 weeks

Subgroup analysis (Hospital costs for participants with ≥ 1 previous miscarriage)Progesterone 7705 0.754 DominantPlacebo 8072 0.699Mean difference (95% CI)

-322 (-1318-673) 0.055 (0.014-0.096)

Subgroup analysis (Hospital costs for participants with ≥ 3 previous miscarriages)Progesterone 9304 0.715 11606Placebo 7803 0.574Mean difference (95% CI)

1754 (-1041-4550) 0.151 (0.042-0.260)

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Figure 1 Cost effectiveness plane for the Primary analysis using hospital-related costs for the participants

Figure 2 Probabilistic sensitivity result for the Primary analysis using hospital-related costs for the participants

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REFERENCES

1. Wilcox AJ. Fertility and pregnancy: an epidemiologic perspective: Oxford University Press; 2010.2. Wilson R, Jenkins C, Miller H, McInnes IB, Moore J, McLean MA, et al. Abnormal cytokine levels in non-pregnant women with a history of recurrent miscarriage. European Journal of Obstetrics & Gynecology and Reproductive Biology. 2004;115(1):51-4.3. Jurkovic D, Overton C, Bender-Atik R. Diagnosis and management of first trimester miscarriage. Bmj. 2013;346:f3676.4. Regan L, Rai R. Epidemiology and the medical causes of miscarriage. Best practice & research Clinical obstetrics & gynaecology. 2000;14(5):839-54.5. Health NIf, Excellence C. Ectopic pregnancy and miscarriage: diagnosis and initial management in early pregnancy of ectopic pregnancy and miscarriage. NICE Clinical Guideline. 2012.6. Kong G, Chung T, Lai B, Lok I. Gender comparison of psychological reaction after miscarriage—a 1 year longitudinal study. BJOG: An International Journal of Obstetrics & Gynaecology.‐ 2010;117(10):1211-9.7. Coomarasamy A, Devall AJ, Cheed V, Harb H, Middleton LJ, Gallos ID, et al. A Randomized Trial of Progesterone in Women with Bleeding in Early Pregnancy. New England Journal of Medicine. 2019;380(19):1815-24.8. National Collaborating Centre for Women's and Children's Health. Ectopic pregnancy and miscarriage: diagnosis and initial management in early pregnancy of ectopic pregnancy and miscarriage. 2012.9. Reference Cost Collection: National Schedule of Reference Costs, 2016-17 - NHS trusts and NHS foundation trusts [Internet]. 2017 [cited June 29th, 2018]. Available from: https://improvement.nhs.uk/documents/3479/201617_ReferenceCostData.zip.10. Curtis Lesley A. and Burns A. Unit Costs of Health and Social Care 2017. Personal Social Services Research Unit, University of Kent, Canterbury.; 2017.11. NHS Reference Costs 2013/14 [Internet]. 2014 [cited 28th June 2018]. Available from: https://www.gov.uk/government/publications/nhs-reference-costs-2013-to-2014/03a_2013-14_National_Schedule_-_CF-NET_updated.12. Curtis L. and Burns A. . Unit Costs of Health and Social Care 2015, . Personal Social Services Research Unit, University of Kent, Canterbury; 2015.13. Netten A. and Curtis L. Unit Costs of Health and Social Care 2002. Personal Social Services Research Unit, University of Kent, Canterbury; 2002.14. NICE. Guide to the methods of technology appraisal 2013. National Institute for Health and Care Excellence; 2013.15. Committee JF. British National Formulary (online) London: BMJ Group and Pharmaceutical Press. 2017.16. Society IC. Levels of Critical Care for Adult Patients. 2009.17. Barber JA, Thompson SG. Analysis of cost data in randomized trials: an application of the non parametric bootstrap. Statistics in medicine. 2000;19(23):3219-36.‐18. Zellner A, Huang DS. Further properties of efficient estimators for seemingly unrelated regression equations. International Economic Review. 1962;3(3):300-13.19. Moon HR, Perron B. Seemingly unrelated regressions. The New Palgrave Dictionary of Economics. 2006;1(9).20. Stata Corp LP. Stata Statistical Software Release 15: Stata Press Publication; 2017.21. Husereau D, Drummond M, Petrou S, Carswell C, Moher D, Greenberg D, et al. Consolidated health economic evaluation reporting standards (CHEERS)—explanation and elaboration: a report of

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An Economic Evaluation based on the PRISM Trial.

the ISPOR health economic evaluation publication guidelines good reporting practices task force. Value in Health. 2013;16(2):231-50.22. Rubin DB. Multiple imputation for nonresponse in surveys: John Wiley & Sons; 2004.23. White IR, Royston P, Wood AM. Multiple imputation using chained equations: issues and guidance for practice. Statistics in medicine. 2011;30(4):377-99.24. Petrou S, Trinder J, Brocklehurst P, Smith L. Economic evaluation of alternative management methods of first trimester miscarriage based on results from the MIST trial. BJOG: An International‐ Journal of Obstetrics & Gynaecology. 2006;113(8):879-89.25. Coomarasamy A, Williams H, Truchanowicz E, Seed PT, Small R, Quenby S, et al. A randomized trial of progesterone in women with recurrent miscarriages. New England Journal of Medicine. 2015;373(22):2141-8.26. Glick HA, Briggs AH, Polsky D. Quantifying stochastic uncertainty and presenting results of cost-effectiveness analyses. Expert review of pharmacoeconomics & outcomes research. 2001;1(1):25-36.27. Black WC. The CE plane: a graphic representation of cost-effectiveness. Medical decision making. 1990;10(3):212-4.28. Excellence NIfHaC. National Institute for Health and Care Excellence Guide to the Methods of Technology Appraisal 2013.29. Whitehurst DG, Bryan S. Trial-based clinical and economic analyses: the unhelpful quest for conformity. Trials. 2013;14(1):421.30. Simon J, Petrou S, Gray A. The valuation of prenatal life in economic evaluations of perinatal interventions. Health economics. 2009;18(4):487-94.31. Bayarri MJ, Berger JO. The interplay of Bayesian and frequentist analysis. Statistical Science. 2004:58-80.

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APPENDICESAppendix 1: Exclusion Criteria

Women were not included in the trial if at the time of presentation:

the fetal crown–rump length was 7 mm or longer with no visible heartbeat; if the gestational sac was a mean of 25 mm or greater in diameter with no visible fetal pole on ultrasonography; if they had evidence of ectopic pregnancy; if they had life-threatening bleeding; if they had current or recent use of progesterone supplementation; if they had contraindications to progesterone therapy (i.e., a history of liver tumours; current genital or breast cancer, severe arterial disease, or

acute porphyria; or a history during pregnancy of idiopathic jaundice, severe pruritus, or pemphigoid gestationis); or if they were participating in any other blinded, placebocontrolled trials of medicinal products in pregnancy.

Appendix 2: Mean resource use across treatment arms

Resource items Progesterone Placebo Bootstrap Adjusted mean difference (95% CI)

N Mean (SD) N Mean (SD)

Days receiving progesterone or placebo 2023 50.40 (21.11) 2009 48.43 (22.01) 2.02 (0.72 to 3.31)Antenatal PeriodAntenatal hospital visit 2020 5.00 (5.71) 2005 4.99 (5.69) 0.01 (-0.34 to 0.36)Day assessment unit 2020 1.32 (2.50) 2005 1.26 (2.38) 0.06 (-0.09 to 0.21) Emergency visit 2020 0.81 (1.51) 2005 0.89 (1.59) -0.07 (-0.16 to 0.02)Inpatient admission (<24 hours) 2020 0.57 (1.02) 2005 0.59 (1.08) -0.03 (-0.09 to 0.04)Nights of admission (duration, days) 2020 0.86 (2.55) 2005 0.96 (2.99) -0.09 (-0.26 to 0.08)Mode of deliveryUnassisted vaginal delivery (without cc) 695 0.34 (0.48) 673 0.33 (0.47) 0.009 (-0.023 to 0.042)Unassisted vaginal delivery (with cc) 150 0.07 (0.26) 122 0.06 (0.24) 0.014 (0.000 to 0.03)Instrumental vaginal delivery (without cc) 101 0.05 (0.22) 93 0.05 (0.21) 0.004 (-0.01 to 0.02)Instrumental vaginal delivery (with cc) 123 0.06 (0.24) 107 0.05 (0.22) 0.008 (-0.007 to 0.02) Elective caesarean section (without cc) 204 0.10 (0.30) 172 0.09 (0.28) 0.015 (-0.004 to 0.03)

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Elective caesarean section (with cc) 53 0.03 (0.16) 52 0.03 (0.16) 0.000 (-0.01 to 0.01) Emergency caesarean section (without cc) 59 0.03 (0.17) 56 0.03 (0.16) 0.001 (-0.009 to 0.01)Emergency caesarean section (with cc) 182 0.09 (0.29) 230 0.11 (0.32) -0.024 (-0.043 to -0.006) Vaginal breech delivery (without cc) 1 0.00 (0.02) 3 0.00 (0.03) 0.000 (-0.002 to 0.001)Vaginal breech delivery (with cc) 3 0.00 (0.04) 5 0.00 (0.05) -0.001 (-0.004 to 0.002) Other (without cc) 3 0.00 (0.04) 3 0.00 (0.04) 0.00 (-0.002 to 0.002)Other (with cc) 3 0.00 (0.04) 2 0.00 (0.03) 0.00 (-0.002 to 0.003) Miscarriage managementSpontaneous resolution 197 0.10 (0.30) 243 0.12 (0.33) -0.007 (-0.022 to 0.007)Surgical 112 0.06 (0.23) 125 0.06 (0.24) -0.023 (-0.043 to -0.004)Medical 97 0.05 (0.21) 91 0.05 (0.21) 0.003 (-0.001 to 0.015)Postnatal periodAdmission to HDU (level 2 care) 2006 0.05 (0.30) 1991 0.06 (0.46) -0.01 (-0.035 to 0.012)Admission to ITU (level 3 care) 2006 0.00 (0.04) 1991 0.00 (0.03) 0.00 (-0.001 to 0.003)Hospital visit 1984 1.03 (2.98) 1963 1.02 (2.88) 0.01 (-0.17 to 0.20) Day assessment unit 1984 0.30 (1.35) 1963 0.27 (1.13) 0.03 (-0.04 to 0.11) Emergency visit 1984 0.22 (0.84) 1963 0.22 (0.85) -0.00 (-0.06 to 0.05) Inpatient admission 1984 0.40 (0.59) 1963 0.37 (0.60) 0.03 (-0.007 to 0.066) Nights of inpatient admission 1984 1.03 (1.99) 1963 0.96 (1.76) 0.07 (-0.04 to 0.19)Neonatal periodNeonatal intensive care 1565 0.48 (4.76) 1502 0.48 (4.57) -0.00 (-0.34 to 0.32)Neonatal high dependency care 1565 0.42 (4.02) 1502 0.52 (3.90) -0.10 (-0.38 to 0.18)Neonatal special care 1565 1.02 (5.07) 1503 1.16 (4.95) -0.15 (-0.50 to 0.21)*Primary care servicesGP contact 133 0.64 (1.21) 133 0.77 (1.25) -0.12 (-0.40 to 0.15)Practice/Community Midwife contact 132 2.69 (3.77) 133 1.95 (3.09) 0.79 (-0.01 to 1.60)Practice nurse contact 136 0.18 (0.61) 136 0.16 (0.47) 0.02 (-0.12 to 0.15)Psychologist (or counsellor) visit 136 0.18 (1.05) 136 0.05 (0.52) 0.15 (-0.07 to 0.37)Health visitor visit 133 0.39 (0.79) 136 0.29 (0.69) 0.10 (-0.08 to 0.28)Social worker visit (Adult) 136 0.04 (0.51) 136 0.00 (0.00) 0.04 (-0.02 to 0.11) Other community services 134 0.16 (0.78) 133 0.13 (0.45) 0.02 (-0.13 to 0.17)*The primary care mean values were calculated for only participants with complete primary care data cc, complications; HDU high dependency unit; ITU, intensive care unit; GP, general practitioner

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Appendix 3: Disaggregated costs by trial arms (prices in £2017-18)

Resource items Progesterone (n=2025) Placebo (n=2013) Bootstrap mean cost difference (95% CI)

Mean (SD) Mean (SD)Intervention 204 (84) 0 (0) 204 (200 to 207)Antenatal periodHospital visit 2339 (2672) 2334 (2665) 4 (-159 to 166)Day assessment unit 164 (312) 158 (297) 8 (-11 to 26)Emergency visit 96 (179) 105 (188) -9 (-20 to 2)Inpatient admission 171 (309) 180 (327) -8 (-28 to 12)Nights of admission 341 (1006) 378 (1182) -36 (to)Delivery modeUnassisted vaginal delivery (without cc) 632 (874) 615 (868) 18 (-36 to 71)Unassisted vaginal delivery (with cc) 162 (573) 132 (513) 30 (-3 to 63)Instrumental vaginal delivery (without cc) 115 (501) 106 (483) 8 (-23 to 39)Instrumental vaginal delivery (with cc) 149 (584) 130 (549) 19 (-15 to 53)Elective caesarean section (without cc) 328 (981) 278 (911) 48 (-11 to 108)Elective caesarean section (with cc) 107 (651) 105 (647) 1 (-40 to 41)Emergency caesarean section (without cc) 128 (737) 122 (720) 5 (-38 to 48)Emergency caesarean section (with cc) 510 (1624) 649 (1807) -137 (-246 to -28)Vaginal breech delivery (without cc) 1 (41) 2 (58) -1 (-4 to 2)Vaginal breech delivery (with cc) 3 (84) 5 (109) -2 (-8 to 4)Other (without cc) 3 (71) 3 (71) -0 (-4 to 4)Other (with cc) 3 (84) 2 (69) 1(-4 to 6)Miscarriage managementSpontaneous resolution 60 (183) 75 (202) -14 (-27 to -2)Surgical 104 (430) 117 (454) -13 (-40 to 13)Medical 90 (402) 85 (391) 5 (-20 to 30)Postnatal servicesAdmission to HDU (level 2 care) 44 (288) 55 (448) -11 (-34 to 12)Admission to ITU (level 3 care) 3 (71) 2 (50) 2 (-2 to 6)Hospital visit 150 (431) 148 (417) 2 (-23 to 27)Day assessment unit 38 (169) 34 (141) 4 (-5 to 14)

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Emergency visit 21 (82) 22 (83) -0 (-6 to 5)Inpatient admission 118 (175) 110 (180) 9 (-3 to 20)Night of inpatient admission 406 (786) 378 (694) 29 (-19 to 77)Neonatal servicesNeonatal intensive care 627 (6275) 634 (6017) -10 (-442 to 421)Neonatal high dependency care 387 (3670) 477 (3560) -93 (-344 to 159)Neonatal special care 523 (2605) 595 (2543) -76 (-260 to 109)

Mean Total costs Hospital-related 7452 (9935) 7572 (10616) -127 (-759 to 505)Hospital-related plus intervention 7655 (9952) 7572 (10616) 76 (-559 to 711)

*Primary care services GP contacts 25 (47) 30 (49) -5 (-16 to 6)Practice/Community Midwife 81 (113) 57 (93) 24 (-1 to 49)Practice nurse contacts 2 (6) 2 (5) 0.18 (-1 to 1)Psychologist (or counsellor) visits 4 (20) 1 (10) 3 (-1 to 7)Health visitor visits 9 (17) 6 (15) 2 (-2 to 6)Social worker visits (Adult) 1 (11) - 1 (-0 to 2)Number of other community services 3 (16) 3 (9) 0.36 (-3 to 3)*The primary care mean values were calculated for only participants with complete primary care data

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Appendix 4: Sensitivity Analyses

Sensitivity analyses Total costs (£) Adjusted mean Cost difference (£)

ICER (£) (Per additional live birth at ≥ 34 weeks)

Progesterone

Placebo

*Fixed progesterone cost until 16 weeks

7694 7572 115 (-506 to 735) 4977

Imputation of primary care costs 7753 7666 100 (-532 to 731) 4321**Varying cost of inpatient nights of admission

7498 7413 77 (-536 to 691) 3356

***Varying cost of miscarriage management

7635 7552 76 (-546 to 697) 3282

Removing delivery costs 5515 5421 86 (-500 to 672) 3743* If it is assumed that all women commenced the intervention at approximately 7.4 weeks (52 days) (based on trial data) with no miscarriage, until 16 weeks (112 days) of pregnancy at which the intervention was stopped, this is equivalent to 60 days and a cost of £238 [2 +(59 × 20].**The costs of antenatal/postnatal inpatient night of admission were replaced with the cost of excess bed days (£311).***Miscarriage management costs were replaced with values (£1522 and £1827 for medical and surgical management respectively) from the NICE guideline on miscarriage 8, 24

Appendix 5: Cost breakdown for women in progesterone arm

0 5 10 15 20 25 30 350

500

1000

1500

2000

2500

3000

1434

734

726627

387

523

Cost breakdown for women in progesterone arm

Base case Progesterone ≥3

Base case versus women with 3 or more miscarriages (HDU - High dependency unit, ITU - Intensive unit)

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0 5 10 15 20 25 30 350

500

1000

1500

2000

2500

30001434

734

726549

320493

Cost breakdown for women in progesterone arm

Progesterone ≥1 Progesterone ≥3

Women with ≥1 miscarriage versus women with ≥3 miscarriages (HDU - High dependency unit, ITU - Intensive unit)

Appendix 6: Results of the post-hoc subgroup analyses

Cost effectiveness plane and PSA for the subgroup analysis of patient with ≥1 previous miscarriages

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Cost effectiveness plane and PSA for the subgroup analysis of patient with ≥3 previous miscarriages

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