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The cost-effectiveness of thoracic epidural versus paravertebral blockade in reducing chronic post-thoracotomy pain – a trial-based economic evaluation | medRxiv /* */ /* */ <!-- <!-- /*! * yepnope1.5.4 * (c) WTFPL, GPLv2 */ (function(a,b,c){function d(a){return"[object Function]"==o.call(a)}function e(a){return"string"==typeof a}function f(){}function g(a){return!a||"loaded"==a||"complete"==a||"uninitialized"==a}function h(){var a=p.shift();q=1,a?a.t?m(function(){("c"==a.t?B.injectCss:B.injectJs)(a.s,0,a.a,a.x,a.e,1)},0):(a(),h()):q=0}function i(a,c,d,e,f,i,j){function k(b){if(!o&&g(l.readyState)&&(u.r=o=1,!q&&h(),l.onload=l.onreadystatechange=null,b)){"img"!=a&&m(function(){t.removeChild(l)},50);for(var d in y[c])y[c].hasOwnProperty(d)&&y[c][d].onload()}}var 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b=[].slice.call(arguments);a&&a.apply(this,b),l()}}(k[n])),g(a[n],j,b,n,h))}else!c&&l()}var h=!!a.test,i=a.load||a.both,j=a.callback||f,k=j,l=a.complete||f,m,n;c(h?a.yep:a.nope,!!i),i&&c(i)}var i,j,l=this.yepnope.loader;if(e(a))g(a,0,l,0);else if(w(a))for(i=0;i (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0];var j=d.createElement(s);var dl=l!='dataLayer'?'&l='+l:'';j.src='//www.googletagmanager.com/gtm.js?id='+i+dl;j.type='text/javascript';j.async=true;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-P4HH5NV'); Skip to main content Home About Submit ALERTS / RSS Search for this keyword Advanced Search The cost-effectiveness of thoracic epidural versus paravertebral blockade in reducing chronic post-thoracotomy pain – a trial-based economic evaluation View ORCID Profile Mishal Javed , View ORCID Profile Louise Jackson , View ORCID Profile Lee Middleton , View ORCID Profile Benjamin Shelley , View ORCID Profile Hannah Summers , Rebecca Boyles , Michael Gilbert , View ORCID Profile Andreas Goebel , View ORCID Profile Ira Goldsmith , Stephen Grant , Sajith Kumar , View ORCID Profile Nandor Marczin , Philip McCall , View ORCID Profile Rajnikant Mehta , View ORCID Profile Teresa Melody , View ORCID Profile Babu Naidu , Sridhar Rathinam , View ORCID Profile Lajos Szentgyorgyi , View ORCID Profile Sarah Tearne , View ORCID Profile Ben Watkins , View ORCID Profile Matthew Wilson , Andrew Worrall , View ORCID Profile Joyce Yeung , View ORCID Profile Fang Gao Smith doi: https://doi.org/10.1101/2025.08.07.25333206 Mishal Javed 1 School of Health Sciences, University of Birmingham MSc Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Mishal Javed Louise Jackson 1 School of Health Sciences, University of Birmingham PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Louise Jackson For correspondence: l.jackson.1{at}bham.ac.uk Lee Middleton 2 Birmingham Clinical Trials Unit, University of Birmingham MSc Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Lee Middleton Benjamin Shelley 3 University of Glasgow Anaesthesia, Perioperative Medicine and Critical Care Research Group and Department of Cardiothoracic Anaesthesia, Golden Jubilee National Hospital , Clydebank Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Benjamin Shelley Hannah Summers 2 Birmingham Clinical Trials Unit, University of Birmingham MSci Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Hannah Summers Rebecca Boyles 4 Glenfield Hospital, University Hospitals of Leicester BSc Find this author on Google Scholar Find this author on PubMed Search for this author on this site Michael Gilbert 5 Department of Anaesthetics, Morriston Hospital FRCA Find this author on Google Scholar Find this author on PubMed Search for this author on this site Andreas Goebel 6 Pain Research Institute, University of Liverpool, ILCAMS, Clinical Sciences Centre, and Liverpool and Walton Centre NHS Foundation Trust , Liverpool MD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Andreas Goebel Ira Goldsmith 7 Department of Cardiothoracic Surgery, Morriston Hospital, and Faculty of Medicine, Health and Life Science, Swansea University FRCSCTh Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Ira Goldsmith Stephen Grant 8 Patient and Public Partner Find this author on Google Scholar Find this author on PubMed Search for this author on this site Sajith Kumar 9 University Hospitals Birmingham NHS Foundation Trust FRCA Find this author on Google Scholar Find this author on PubMed Search for this author on this site Nandor Marczin 10 Imperial College London, and Royal Brompton and Harefield NHS Foundation Trust PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Nandor Marczin Philip McCall 11 University of Glasgow Anaesthesia, Perioperative Medicine and Critical Care Research and Department of Cardiothoracic Anaesthesia, Golden Jubilee National Hospital , Clydebank MD Find this author on Google Scholar Find this author on PubMed Search for this author on this site Rajnikant Mehta 12 Birmingham Clinical Trials Unit – University of Birmingham MSc Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Rajnikant Mehta Teresa Melody 13 University Hospitals Birmingham MRes Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Teresa Melody Babu Naidu 14 Department of Inflammation and Ageing, University of Birmingham, and University Hospitals Birmingham NHS Foundation Trust MD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Babu Naidu Sridhar Rathinam 4 Glenfield Hospital, University Hospitals of Leicester FRCSEd(CTh) Find this author on Google Scholar Find this author on PubMed Search for this author on this site Lajos Szentgyorgyi 15 Manchester University NHS Foundation Trust, Wythenshawe Hospital, and School of Health and Society, University of Salford MD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Lajos Szentgyorgyi Sarah Tearne 2 Birmingham Clinical Trials Unit, University of Birmingham MSc Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Sarah Tearne Ben Watkins 2 Birmingham Clinical Trials Unit, University of Birmingham BSc Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Ben Watkins Matthew Wilson 16 Sheffield Centre for Health and Related Research, University of Sheffield MD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Matthew Wilson Andrew Worrall 8 Patient and Public Partner MA Find this author on Google Scholar Find this author on PubMed Search for this author on this site Joyce Yeung 17 Warwick Clinical Trials Unit, Warwick Medical School, University of Warwick and Heartlands Good Hope Solihull Hospitals, University Hospitals Birmingham NHS Foundation Trust Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Joyce Yeung Fang Gao Smith 18 FMedSci University of Birmingham, and University Hospitals Birmingham, Edgbaston Birmingham Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Fang Gao Smith Abstract Full Text Info/History Metrics Supplementary material Data/Code Preview PDF Abstract Thoracotomy surgery is associated with high levels of acute pain and can lead to chronic post-surgical pain. Two methods of regional analgesia are commonly used in patients undergoing thoracotomy surgery, thoracic epidural blockade (TEB) and paravertebral blockade (PVB). The economic evaluation aimed to compare PVB to TEB, in terms of both costs and outcomes, and assess the cost-effectiveness of the different analgesic techniques, considering both impacts on chronic pain and health-related quality of life. TOPIC-2 was a prospective, multi-centre, randomised, open-label, parallel-group, superiority trial of 770 adult (≥18 years old) thoracotomy patients, recruited from secondary care. The main economic analysis aimed to assess cost-effectiveness based on incremental cost per quality-adjusted life year (QALY) gained at 12 months post-randomisation, with a secondary analysis of cost per case of chronic post-thoracotomy pain (CPTP) avoided at 6 months. The cost-utility analysis demonstrated that TEB resulted in slightly more QALYs at 12 months and was slightly more costly than PVB; however, the differences in costs and outcomes were not statistically significant at the 95% level. The results the sensitivity analyses showed that there was considerable uncertainty around the difference in costs and outcomes between the treatment groups. The results of the analysis support the findings of other studies which suggest that there is no difference in the incidence of CPTP between patients receiving PVB compared with TEB and provides additional insights on health-related quality of life and costs. The study provides important information around chronic post-operative pain for policy makers, clinicians and patients. 1. Introduction Thoracotomy surgery is associated with high levels of acute pain and can lead to chronic post-surgical pain, which can last for months and even years [ 36 ]. Each year, approximately 7,200 thoracotomies are conducted in the UK [ 46 ]. Chronic post-thoracotomy pain (CPTP) is defined as pain that recurs or persists for at least three months following surgery, and CPTP has been found to affect up to half of all patients undergoing this procedure [ 8 ; 46 ]. CPTP has been found to be associated with more frequent primary care visits and lower levels of productivity, alongside impacts on quality of life and other aspects of health [ 9 ; 37 ; 45 ]. Therefore, CPTP has important impacts for patients, healthcare services and society more broadly. Two methods of regional analgesia are commonly used in patients undergoing thoracotomy surgery, thoracic epidural blockade (TEB) and paravertebral blockade (PVB). Compared to TEB, which blocks nerves in the chest bilaterally at the spinal cord level, some suggest that by unilaterally blocking nerve transmission more laterally, at the paravertebral space, PVB could be uniquely effective in preventing long-term pain [ 12 ; 33 ; 34 ] - . Both methods of pain control have been shown to be effective in managing pain in the acute postoperative period, where good analgesia is believed to be important to facilitate early mobilisation and physiotherapy, in turn reducing the risk of post-operative complications [ 14 ; 17 ; 46 ]. There is limited current evidence however, to support the most effective choice of anaesthetic technique in preventing CPTP, and therefore current UK practice varies greatly [ 3 ]. TEB has been historically regarded as the ‘gold standard’ for analgesia during thoracotomy, however, increasingly PVB is being employed [ 15 ; 38 ; 40 ]. In our pilot feasibility trial conducted in preparation for the presented study, the incidence of CPTP six-months postoperatively appeared lower with PVB compared than with TEB but a definitive trial was required to confirm this finding reliably [ 46 ]. The TOPIC2 trial tested the hypothesis that in patients undergoing thoracotomy, the use of PVB for postoperative pain relief reduces the 6-month incidence of CPTP compared with TEB [ 39 ]. This study presents the economic evaluation which was performed alongside the clinical trial. The economic evaluation aimed to compare PVB to TEB, in terms of both costs and outcomes, and assess the cost-effectiveness of the different analgesic techniques, considering both impacts on chronic pain and health-related quality of life. 2. Methods 2.1 Trial design and participants Full details of the trial are published elsewhere (add reference). In brief, TOPIC-2 was a prospective, multi-centre, randomised, open-label, parallel-group, superiority trial of 770 adult (≥18 years old) thoracotomy patients, recruited from secondary care. Participants were recruited from 15 thoracic centres in the UK between January 2019 and September 2023. Participants were eligible if they were: aged 18 years and above, undergoing elective open thoracotomy, able to provide documented informed consent to participate, and willing to complete trial questionnaires up until 12 months post-randomisation. Participants were excluded if they had: any contraindication to TEB or PVB (e.g., known allergy to local anaesthetics, infection near the proposed puncture site, coagulation disorders, thoracic spine disorders), rib/chest wall resection or planned pleurectomy, previous thoracotomy on the same side, or median sternotomy within 90 days. Patients were randomised in a 1:1 ratio to either TEB (standard treatment) or PVB (interventional treatment). Randomisation was provided by a secure online randomisation system at the Birmingham Clinical Trials Unit (BCTU) using a minimisation algorithm within the online randomisation system to ensure balance in the treatment allocation over the following variables: gender, age < 65 years or ≥ 65 years, centre, and thoracotomy for lung cancer resection or for other indication. All participants provided written informed consent and were followed up one month after the surgery. Follow-up continued at six and twelve months after randomisation. The trial was approved by the Southeast Scotland Research Ethics Committee, (REC 18/SS/0131) and registered with ClinicalTrials.gov , NCT03677856 . The trial protocol has been published [ 39 ]. 2.2 Economic evaluation overview The economic evaluation used the data collected within the trial, and estimates of cost-effectiveness aimed to include the main outcome within the trial, which was CPTP at six months post-randomisation defined as a score of ≥40 when patients described their ‘worst chest pain over the last week’ on a 100mm visual analogue scale (VAS). The main economic analysis aimed to assess cost-effectiveness based on incremental cost per quality adjusted life year (QALY) gained at 12 months post-randomisation, with a secondary analysis of cost per case of CPTP avoided at 6 months. The primary economic analysis was conducted from a National Health Service (NHS) and Personal Social Services (PSS) perspective, based on cost per additional quality-adjusted life-year (QALY) gained. The methods used for this within-trial analysis were guided by UK National Institute for Health and Care Excellence (NICE) recommendations [ 19 ], and data analysis was carried out using Stata (version 18.0). Findings were reported in accordance with the Consolidated Health Economic Evaluation Reporting Standards (CHEERS) guidelines [ 22 ]. The time-horizon for the economic analysis was 12 months; therefore, costs and outcomes were not discounted. All costs are shown in British pounds (2021/2). 2.3 Resource use and costs In the base-case analysis, resource costs were measured from a UK NHS perspective. Resource-use data was collected using case report forms (CRFs), completed by the trial staff until primary hospital discharge, and by the patients at 3, 6, and 12 months. A range of Information on resource use was collected such as the number of primary care service visits, NHS walk in centres and pharmacy consultations. Other healthcare resource use (outpatient, accident and emergency services) as well as additional treatments were also reported. Resource use data included: (1) the randomised analgesic intervention (PVB or TEB); (2) thoracotomy or the surgical procedure; (3) management in the acute phase, including post-operative management of the local anaesthetic block, analgesia, ward care, critical care, and, any additional theatre visits; (4) primary care and community-based services, including contacts with primary and community healthcare personnel (general practitioner, practice nurse, physiotherapist, psychologist, counsellor, pain specialist, district nurse, acupuncturist, osteopath, chiropractor, and other healthcare contacts); (5) inpatient hospital admissions (readmissions), including theatre visits; (6) emergency department visits; (7) medications; (8) equipment; and (9) other miscellaneous expenses, such as productivity costs incurred by the patients, as well as any private costs. Private health costs incurred by patients, and productivity costs were considered in the sensitivity analysis. Unit costs were obtained from different sources, including but not confined to Personal Social Services Research Unit (PSSRU) Costs [ 3 ], NHS Reference Costs [ 1 ], British National Formulary (BNF) [ 2 ], NHS tariff book [ 4 ] and online sources, and Annual Survey of Hours and Earnings (ASHE) [ 31 ]. The unit costs are shown in Supplementary Tables. The micro-costing approach was employed to estimate the total costs for different cost categories by multiplying the resource item by the unit cost and summing all the items. All resource use was valued in monetary terms using appropriate UK unit costs estimated at the time of analysis. All costs were valued in UK currency (£) for 2024. 2.4 Health outcomes The primary health outcome for the TOPIC2 trial was the presence of CPTP at 6 months post-randomisation. For this outcome, participants were asked to indicate their ‘worst chest pain over the last week’ on a 100-mm visual analogue scale (VAS, 0-100). Following published evidence, the presence of CPTP was defined as a VAS score which was greater or equal to 40mm, which has been reported as indicating at least a moderate level of pain [ 29 ]. The outcome measure for the main economic analysis, a cost-utility analysis (CUA) was QALYs. In line with NICE recommendations, health-related quality of life (HRQoL) was measured using the EuroQol 5-dimensions 5-level questionnaire (EQ-5D-5L) instrument [ 16 ]. The EQ-5D instrument is a preference-based measure consisting of five dimensions: mobility, self-care, usual activities, pain/discomfort, and anxiety/depression. The EQ-5D-5L instrument is widely used and is validated for patients with chronic pain (e.g.[ 30 ]). Each patient’s health status descriptions obtained from the EQ-5D-5L were translated into a single, preference-based (utility) index using a UK-specific value set [ 32 ]. Following NICE guidance, utility values were calculated by mapping the 5L descriptive system data onto the 3L value set[ 18 ]. We used the mapping function developed by van Hout et al. for the analysis, to allow consistency with NICE recommendations [ 43 ]. This mapping function uses data obtained from a survey of the UK population to derive a utility-based value [ 32 ]. Following the trapezium rule, the generated score was used to calculate Quality-Adjusted Life Years (QALYs) gained at different time points from baseline to 12 months after randomisation [ 27 ]. 2.5 Base case analysis For the base case analysis both a cost-utility analysis and a cost-effectiveness analysis were planned, with incremental cost-effectiveness ratios (ICER) estimated where appropriate. The analysis was conducted on an intention-to-treat (ITT) basis, following a pre-agreed health economics analysis plan (HEAP). Cost and outcome data were summarised and reported as mean values and standard deviations (SD), and resource use data were reported as medians and interquartile ranges (IQR). Given that cost data are likely to be positively skewed, 95% confidence intervals (CI) around differences in costs and outcomes from 1000 resamples were measured using the bias-corrected (BC) bootstrap method [ 6 ]. Incremental cost-effectiveness ratios (ICERs) were calculated based on the cost per QALY gained. The findings were interpreted using NICE’s willingness to pay (WTP) thresholds where an intervention is usually considered as cost-effective if the generated ICER is less than £20,000 – £30,000 per QALY gained [ 6 ]. 2.6 Sensitivity analyses A number of deterministic sensitivity analyses were carried out to assess the impact of variation in the estimated values and assumptions on the base case results. Plausible ranges were specified using information from the clinical trial and the literature. To allow consideration of a broader (societal) perspective costs incurred by participants and their families were included in the sensitivity analysis. This included private health costs incurred by patients, and productivity costs were also considered in the sensitivity analysis to assess the robustness of the findings. In addition, multiple imputation by chained equation [ 24 ; 44 ] and predictive mean matching were employed to replace missing cost data and EQ-5D-5L scores, assuming that values were missing at random (MAR), by generating fifty imputed datasets and combining them using Rubin’s rule [ 11 ; 35 ; 41 ]. To account for uncertainty due to sampling, a probabilistic sensitivity analyses comprising a non-parametric bootstrapping approach was applied to the patient level data to derive 5000 paired estimates of mean differences in costs and health outcomes [ 20 ]. The paired estimates were presented as scatterplots for the cost utility analyses on a cost effectiveness plane to facilitate the interpretation [ 10 ]. 3. Results Overall, 1327 participants were screened for eligibility between January 2019 and September 2023, and 770 patients were randomised to the PVB arm (n=386) or the TEB arm (n=384). Of those randomised, 33 did not proceed to thoracotomy, and withdrawal and follow up rates were similar across both groups. 3.1 Resource use and costs Table 1 shows the aggregated total NHS costs for the participants. Details of the individual cost categories are in Supplementary Tables 1-3 and 9. The patients randomised to the TEB group had slightly higher health resource costs than those in the PVB group. The mean (SD) total NHS cost per patient, 12 months after randomisation, was £16,216.94 (£8,697.59) in the TEB group, and £16,137.27 (£10,154.76) in the PVB group, but these differences were not statistically significant. Thoracotomy costs contributed the most (around 52-53%) to the total NHS costs in both groups, followed by acute phase costs (around 41-42%). View this table: View inline View popup Table 1: Aggregated costs, 12 months from randomisation, for all cost categories – base case, NHS perspective (UK£, 2021/22) 3.2 Outcomes The primary outcome of the trial was CPTP at six months. Overall, fifty-nine (22%) of the 272 participants in the PVB group and 47 (16%) of 292 participants in the TEB group reached this endpoint (adjusted RR 1·32 [95% CI 0·93 to 1·86]; adjusted RD 0·05 [95% CI –0·01 to 0·11]; p=0·12; Table 2 ). The analysis found that there was no significant difference in the primary outcome (‘worst pain in chest in the last week’, VAS ≥ 40) at six months. As no significant difference in this outcome was identified, the planned cost-effectiveness analysis, in terms of cost per case of CPTP avoided, was not undertaken. View this table: View inline View popup Table 2: VAS 1 Chronic Pain Responses The utility values for the two groups are shown in Table 3 . The utility values were slightly higher for the PVB group at baseline compared to the TEB group, but up to 12 months, the participants randomised to the TEB group reported slightly higher utility values than those randomised to the PVB group. However, the differences in the utility values were not statistically significant apart from at 12 months. View this table: View inline View popup Download powerpoint Table 3: Utility values at different follow-up points The mean QALY gain for the two groups at various time points is shown in Table 4 . It is evident that generally statistically significant differences were not observed between the two groups, apart from between 6 and 12 months. At the 12 month point, the overall QALY gain for the TEB group was higher than for the PVB group, however, this was not found to be statistically significant. View this table: View inline View popup Download powerpoint Table 4: QALYs at different follow-up points 3.3 Cost-utility analysis Table 5 shows details of the cost-utility (CUA) analyses. In the base case analysis, the CUA showed that costs and QALY gains for PVB and TEB were very similar, but that TEB was associated with slightly higher costs and QALYs when compared to PVB. The average cost per participant in the PVB arm was £16,137.27 compared with £16,216.94 for the TEB arm, and the QALY gain for the PVB arm was 0.73, compared with 0.77 for the TEB arm (see Supplementary Table 4 for further information). The cost-utility analysis demonstrated that TEB resulted in slightly more QALYs at 12 months and was slightly more costly than PVB; however, the differences in costs and outcomes were not statistically significant at the 95% level. This resulted in an incremental cost-effectiveness ratio (ICER) of £1,991.50 per QALY gained, however, this needs to be considered in light of the sensitivity analyses below. View this table: View inline View popup Table 5: CUA results – base case, NHS perspective at 12 months View this table: View inline View popup Download powerpoint Table 6: Aggregated costs, 12 months from randomisation, for all cost categories – sensitivity analysis, societal perspective 3.4 Sensitivity analyses The results of 5000 bootstrap replications plotted on the cost-effectiveness plane for the primary analysis ( Figure 1 ) shows that there is uncertainty around the difference in costs between the treatment arms, as replicates are distributed almost equally across the north-west quadrant (less effective and greater cost) and south-west quadrant (less effective and lower cost). In addition, although the majority of the bootstrap replicates were located in the north-west and south-west quadrant, suggesting that TEB is more costly and more effective than PVB at 12 months, considerable uncertainty was apparent, as many replicates were found in the north-east quadrant (more effective and more costly) and in the south-west quadrant (less effective and less costly). Download figure Open in new tab Figure 1: Cost-effectiveness plane for TEB compared to PVB (12 months) The results of the deterministic sensitivity analyses which explored the impact of varying the assumptions for different scenarios are shown below. Including broader costs for the participants groups did not affect the study results, as broader costs for both study groups were similar. Supplementary Table 5 shows the aggregated total societal costs for the participants. Details of the individual cost categories are in Supplementary Table 5. The mean (SD) total societal cost per patient, 12 months after randomisation, was £16,521.55 (£8,990.36) in the TEB group, and £16,464.94 (£10,288.54) in the PVB group. TEB was associated with higher costs (£56.61) and QALYs (0.06) when compared to PVB, and with an ICER of £943.50 per QALY gained, however, these differences were not statistically significant. The results of employing multiple imputation methods to handle missing data are shown in Supplementary Tables 6-7. 4. Discussion This trial-based economic evaluation analysed the cost-effectiveness of PVB compared with TEB in the UK for people undergoing thoracotomy. The analyses showed that TEB was associated with a lower number of participants reporting experiencing worst chest pain at the 6-month follow-up point in the TEB group, compared with the PVB group, but that this difference was not statistically significant. The cost-utility analysis demonstrated that TEB produced an additional 0.04 QALYs when compared to PVB, and was associated with higher costs, but these differences were not statistically significant. The probabilistic sensitivity analysis demonstrated that there was considerable uncertainty around the estimates of differences in costs and outcomes between the study arms. The deterministic sensitivity analysis showed that the inclusion of productivity and private costs did not change the results of the evaluation. This is the first health economic analysis of PVB compared with TEB in thoracotomy patients in the UK, adopting both a healthcare and societal perspective. The study adds to the limited cost-effectiveness literature relating to anaesthesia [ 25 ; 42 ]. In particular, there has been very little focus on chronic post-operative pain, with previous studies in this perioperative medicine focusing on the reduction of perioperative infection[ 13 ], prevention of delirium[ 21 ], and postoperative care [ 26 ]. The study adds to the growing literature on the cost-effectiveness of interventions concerned with chronic pain (e.g. [ 5 ; 7 ]). The study also provides a focus on post-operative chronic pain, which is a less examined area within cost-effectiveness studies [ 23 ; 28 ]. This study has several strengths. Firstly, the economic evaluation was conducted alongside a rigorously conducted randomised controlled trial across 15 centres in all 4 nations of the UK. The analysis addresses some of the limitations associated with previous analyses in similar areas, comprehensively incorporating evidence on both clinical outcomes and health-related quality of life, as well as the adoption of a 12-month follow-up period. In addition, a societal perspective was explored as a secondary analysis which gives additional depth to the evaluation. Moreover, there is a lack of economic evidence relating to different analgesic techniques and associated impacts on chronic pain, and hence this study makes an important contribution where evidence is generally lacking. There were some limitations associated with this analysis. In particular, there was a lack of detail associated with the information from participants in relation to the use of painkillers and other medications, which meant that a range of assumptions needed to be adopted. These assumptions were informed by detailed discussions with clinicians, and extensive sensitivity analyses were undertaken. In addition, the study’s conclusions are based on the NHS healthcare system and may not be applicable to other healthcare systems. For example, in settings where substantially different approaches to anaesthesia and staffing exist, different results might be encountered. Similarly, the analyses are based on currently available methods, and they may not be applicable to future surgical techniques. In addition, there were some limitations associated with the trial itself, as there was some loss to follow up, and blinding of participants and clinicians to the study intervention was not possible. This study has important implications for research and policy both in the UK and internationally. Firstly, the results of the analysis support the findings of other studies which suggest that there is no difference in the incidence of CPTP between patients receiving PVB compared with TEB. This study also suggests that there is no evidence of a significant difference in terms of health-related quality of life and costs. The study provides information for policy makers, clinicians and patients and can add to the information provided to patents around chronic post-operative pain. The study additionally highlights the need for more evidence around different approaches to anaesthesia and the impacts on health-related quality of life and post-operative pain. In view of the TOPIC-2 trial suggesting no significant differences in terms of the clinical nor cost effectiveness between TEB and PVB, both techniques are likely to continue to be used, allowing appropriate deployment when the clinical situation demands, and facilitating individualised analgesic plans to be made for each patient. Data Availability The datasets generated during the current study will be made available by the Chief Investigator upon reasonable request and in accordance with the Birmingham Clinical Trials Unit's research collaboration and data transfer guidelines. Conflict of Interest Statement Funding for this study was provided by National Institute for Health and Care Research (NIHR) 16/111/111 The authors have no conflicts of interest to declare. Footnotes Postal address: Health Economics Unit, Department of Applied Health Sciences, College of Medicine and Health, IOEM Building, Edgbaston, Birmingham B15 2TT Postal address: School of Health Sciences, Public Health Building, College of Medicine and Health, University of Birmingham, Birmingham, B15 2TT Postal address: Regent Court, 30 Regent Street, Sheffield S1 4DA Postal address: Groby Road, Leicester LE3 9QP Postal address: Heol Maes Eglwys, Cwmrhydyceirw, Swansea, SA6 6NL Postal address: Pain Research Institute, University of Liverpool, ILCAMS, Clinical Sciences Centre, Liverpool L9 7AL Postal address: Department of Cardiothoracic Surgery, Morriston Hospital, Heol Maes, Eglwys, Swansea, Wales, SA6 6NL Postal address: Department of Anaesthesia, University Hospital Birmingham, Mindelsohn Way, Birmingham B15 2GW Postal address: Heart Science Centre, Harefield Hospital, Hill End Rd, Harefield, Uxbridge UB9 6JH Postal address: Level 2, New Lister Building, Glasgow Royal Infirmary, Alexandra Parade, Glasgow G4 0SF. Postal address: University Hospitals Birmingham, Mindelsohn Way, Birmingham BI52GW Postal address: Institute of Inflammation and Ageing, College of Medical and Dental Sciences Centre for translational Inflammation Research, University of Birmingham Laboratories Queen Elizabeth Hospital Birmingham, Edgbaston, Birmingham B15 2TT Postal address: Cardiothoracic Critical Care Unit, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Southmoor Road, Manchester M23 9LT Postal address: 36 Neptune Square, Ipswich, Suffolk IP4 1QH Postal address: Warwick Clinical Trials Unit, Warwick Medical School, University of Warwick, Gibbet Hill Road, Coventry CV4 7AL Postal address: Institute of Inflammation and Ageing, College of Medical and Dental Sciences Centre for translational Inflammation Research, University of Birmingham Laboratories Queen Elizabeth Hospital Birmingham, Edgbaston, Birmingham B15 2TT References [1]. ↵ 2021/22 National Cost Collection Data Publication . In: NHS England editor . [2]. ↵ British National Formulary . [3]. ↵ Personal Social Services Research Unit [4]. ↵ Tariff book . [5]. ↵ AlMazrou SH , Elliott RA , Knaggs RD , AlAujan SS . Cost-effectiveness of pain management services for chronic low back pain: a systematic review of published studies . BMC health services research 2020 ; 20 : 1 – 11 . OpenUrl [6]. ↵ Barber JA , Thompson SG . Analysis and interpretation of cost data in randomised controlled trials: review of published studies . Bmj 1998 ; 317 ( 7167 ): 1195 – 1200 . OpenUrl Abstract / FREE Full Text [7]. ↵ Bartels SL , Pelika A , Taygar AS , Wicksell RK . Digital Approaches to Chronic Pain: A Brief Metareview of eHealth Interventions-Current Evidence and Future Directions . Current Opinion in Psychology 2024 : 101976 . [8]. ↵ Bayman EO , Brennan TJ . Incidence and severity of chronic pain at 3 and 6 months after thoracotomy: meta-analysis . J Pain 2014 ; 15 ( 9 ): 887 – 897 . OpenUrl CrossRef PubMed [9]. ↵ Bendixen M , Jørgensen OD , Kronborg C , Andersen C , Licht PB . Postoperative pain and quality of life after lobectomy via video-assisted thoracoscopic surgery or anterolateral thoracotomy for early stage lung cancer: a randomised controlled trial . The Lancet Oncology 2016 ; 17 ( 6 ): 836 – 844 . OpenUrl CrossRef PubMed [10]. ↵ Black WC . The CE plane: a graphic representation of cost-effectiveness . Medical decision making 1990 ; 10 ( 3 ): 212 – 214 . OpenUrl CrossRef PubMed Web of Science [11]. ↵ Burton A , Billingham LJ , Bryan S. Cost-effectiveness in clinical trials: using multiple imputation to deal with incomplete cost data . Clinical trials 2007 ; 4 ( 2 ): 154 – 161 . OpenUrl PubMed [12]. ↵ Cook E , Downs C. Analgesia after thoracotomy-the role of the extrapleural paravertebral catheter . Australasian Anaesthesia 2005 ( 2005 ): 103 – 117 . [13]. ↵ Courville XF , Tomek IM , Kirkland KB , Birhle M , Kantor SR , Finlayson SR . Cost-effectiveness of preoperative nasal mupirocin treatment in preventing surgical site infection in patients undergoing total hip and knee arthroplasty: a cost-effectiveness analysis . Infection Control & Hospital Epidemiology 2012 ; 33 ( 2 ): 152 – 159 . OpenUrl PubMed [14]. ↵ Davies RG , Myles PS , Graham J. A comparison of the analgesic efficacy and side-effects of paravertebral vs epidural blockade for thoracotomy—a systematic review and meta-analysis of randomized trials . BJA: British Journal of Anaesthesia 2006 ; 96 ( 4 ): 418 – 426 . OpenUrl PubMed [15]. ↵ Defosse J , Schieren M , Loop T , von Dossow V , Wappler F , de Abreu MG , Gerbershagen MU . Current practice of thoracic anaesthesia in Europe–a survey by the European Society of Anaesthesiology Part I–airway management and regional anaesthesia techniques . BMC anesthesiology 2021 ; 21 : 1 – 8 . OpenUrl PubMed [16]. ↵ Devlin NJ , Brooks R. EQ-5D and the EuroQol group: past, present and future . Applied health economics and health policy 2017 ; 15 : 127 – 137 . OpenUrl CrossRef PubMed [17]. ↵ Ding X , Jin S , Niu X , Ren H , Fu S , Li Q. A comparison of the analgesia efficacy and side effects of paravertebral compared with epidural blockade for thoracotomy: an updated meta-analysis . PloS one 2014 ; 9 ( 5 ): e96233 . OpenUrl CrossRef PubMed [18]. ↵ Excellence NIfHaC . Position statement on use of the EQ-5D-5L value set for England (updated October 2019) . 2019 . [19]. ↵ Excellence NIfHaC . NICE health technology evaluations: the manual , 2022 . [20]. ↵ 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 . OpenUrl PubMed [21]. ↵ Graves n , Boettger S , zozman m , Franziska M , Stocker R. Cost effectiveness of adopting a postoperative delirium risk prediction tool with non-pharmacological delirium prevention interventions for surgical patients . medRxiv 2024 :2024.2008. 2007.24311487. [22]. ↵ Husereau D , Drummond M , Augustovski F , de Bekker-Grob E , Briggs AH , Carswell C , Caulley L , Chaiyakunapruk N , Greenberg D , Loder E. Consolidated health economic evaluation reporting standards (CHEERS) 2022 explanation and elaboration: a report of the ISPOR CHEERS II good practices task force . Value in health 2022 ; 25 ( 1 ): 10 – 31 . OpenUrl PubMed [23]. ↵ Ielpo B , Nuñez J , Ferri V , Silva J , Quijano Y , Vicente E , Caruso R , Giuliani A , Pellino G. Laparoscopic inguinal hernia repair: cost-effectiveness analysis of trend modifications of the technique . Updates in Surgery 2021 : 1 – 9 . [24]. ↵ Jakobsen JC , Gluud C , Wetterslev J , Winkel P. When and how should multiple imputation be used for handling missing data in randomised clinical trials–a practical guide with flowcharts . BMC medical research methodology 2017 ; 17 : 1 – 10 . OpenUrl PubMed [25]. ↵ Kampmeier T , Rehberg S , Alsaleh AJO , Schraag S , Pham J , Westphal M. Cost-effectiveness of propofol (diprivan) versus inhalational anesthetics to maintain general anesthesia in noncardiac surgery in the United States . Value in Health 2021 ; 24 ( 7 ): 939 – 947 . OpenUrl PubMed [26]. ↵ Leaman EE , Ludbrook GL . The cost-effectiveness of early high-acuity postoperative care for medium-risk surgical patients . Anesthesia & Analgesia 2024 ; 139 ( 2 ): 323 – 331 . OpenUrl PubMed [27]. ↵ Manca A , Hawkins N , Sculpher MJ . Estimating mean QALYs in trial-based cost-effectiveness analysis: the importance of controlling for baseline utility . Health economics 2005 ; 14 ( 5 ): 487 – 496 . OpenUrl CrossRef PubMed Web of Science [28]. ↵ Megas I-F , Benzing C , Winter A , Raakow J , Chopra S , Pratschke J , Fikatas P. A propensity-score matched analysis of ventral-TAPP vs. laparoscopic IPOM for small and mid-sized ventral hernias. Comparison of perioperative data, surgical outcome and cost-effectiveness . Hernia 2022 ; 26 ( 6 ): 1521 – 1530 . OpenUrl PubMed [29]. ↵ Myles P , Myles D , Galagher W , Boyd D , Chew C , MacDonald N , Dennis A. Measuring acute postoperative pain using the visual analog scale: the minimal clinically important difference and patient acceptable symptom state . BJA: British Journal of Anaesthesia 2017 ; 118 ( 3 ): 424 – 429 . OpenUrl PubMed [30]. ↵ Obradovic M , Lal A , Liedgens H. Validity and responsiveness of EuroQol-5 dimension (EQ-5D) versus Short Form-6 dimension (SF-6D) questionnaire in chronic pain . Health and quality of life outcomes 2013 ; 11 : 1 – 9 . OpenUrl [31]. ↵ Office for National Statistics . Annual Survey of Hours and Earnings (ASHE) . [32]. ↵ Oppe M , Devlin NJ , Szende A. EQ-5D value sets: inventory, comparative review and user guide : Springer , 2007 . [33]. ↵ Richardson J , Jones J , Atkinson R. The effect of thoracic paravertebral blockade on intercostal somatosensory evoked potentials . Anesthesia & Analgesia 1998 ; 87 ( 2 ): 373 – 376 . OpenUrl CrossRef PubMed Web of Science [34]. ↵ Richardson J , Lönnqvist P. Thoracic paravertebral block . British journal of anaesthesia 1998 ; 81 ( 2 ): 230 – 238 . OpenUrl CrossRef PubMed Web of Science [35]. ↵ Rubin DB . Multiple imputation . Flexible imputation of missing data , Second edition: Chapman and Hall/CRC , 2018 . pp. 29 – 62 . [36]. ↵ Schug SA , Lavand’homme P , Barke A , Korwisi B , Rief W , Treede R-D. The IASP classification of chronic pain for ICD-11: chronic postsurgical or posttraumatic pain . Pain 2019 ; 160 ( 1 ): 45 – 52 . OpenUrl CrossRef PubMed [37]. ↵ Shanthanna H , Aboutouk D , Poon E , Cheng J , Finley C , Paul J , Thabane L. A retrospective study of open thoracotomies versus thoracoscopic surgeries for persistent postthoracotomy pain . Journal of Clinical Anesthesia 2016 ; 35 : 215 – 220 . OpenUrl PubMed [38]. ↵ Shanthanna H , Moisuik P , O’Hare T , Srinathan S , Finley C , Paul J , Slinger P. Survey of postoperative regional analgesia for thoracoscopic surgeries in Canada . Journal of Cardiothoracic and vascular anesthesia 2018 ; 32 ( 4 ): 1750 – 1755 . OpenUrl PubMed [39]. ↵ Shelley B , Goebel A , Grant S , Jackson L , Jarrett H , Jepson M , Kerr A , Marczin N , Mehta R , Melody T. Study protocol for a randomised controlled trial to investigate the effectiveness of thoracic epidural and paravertebral blockade in reducing chronic post-thoracotomy pain: 2 (TOPIC 2) . Trials 2023 ; 24 ( 1 ): 748 . OpenUrl PubMed [40]. ↵ Shelley B , Macfie A , Kinsella J. Anesthesia for thoracic surgery: a survey of UK practice . Journal of cardiothoracic and vascular anesthesia 2011 ; 25 ( 6 ): 1014 – 1017 . OpenUrl CrossRef PubMed [41]. ↵ Simons CL , Rivero-Arias O , Yu L-M , Simon J. Multiple imputation to deal with missing EQ-5D-3L data: Should we impute individual domains or the actual index? Quality of life research 2015 ; 24 : 805 – 815 . OpenUrl PubMed [42]. ↵ Teja BJ , Sutherland TN , Barnett SR , Talmor DS . Cost-effectiveness research in anesthesiology . Anesthesia & Analgesia 2018 ; 127 ( 5 ): 1196 – 1201 . OpenUrl CrossRef PubMed [43]. ↵ Van Hout B , Janssen M , Feng Y-S , Kohlmann T , Busschbach J , Golicki D , Lloyd A , Scalone L , Kind P , Pickard AS . Interim scoring for the EQ-5D-5L: mapping the EQ-5D-5L to EQ-5D-3L value sets . Value in health 2012 ; 15 ( 5 ): 708 – 715 . OpenUrl PubMed [44]. ↵ White IR , Royston P , Wood AM . Multiple imputation using chained equations: issues and guidance for practice . Statistics in medicine 2011 ; 30 ( 4 ): 377 – 399 . OpenUrl CrossRef PubMed [45]. ↵ Wildgaard K , Ravn J , Nikolajsen L , Jakobsen E , Jensen TS , Kehlet H. Consequences of persistent pain after lung cancer surgery: a nationwide questionnaire study . Acta Anaesthesiologica Scandinavica 2011 ; 55 ( 1 ): 60 – 68 . OpenUrl CrossRef PubMed Web of Science [46]. ↵ Yeung J , Middleton L , Tryposkiadis K , Kerr A , Daniels J , Naidu B , Melody T , Goebel A , Wilson M , Kumar S , Szentgyorgyi L , Flanagan S , Shah R , Worrall A , Gao F. Randomised controlled trial to investigate the effectiveness of thoracic epidural and paravertebral blockade in reducing chronic post-thoracotomy pain (TOPIC): a pilot study to assess feasibility of a large multicentre trial . BMJ Open 2019 . View the discussion thread. Back to top Previous Next Posted August 11, 2025. Download PDF Supplementary Material Data/Code Email Thank you for your interest in spreading the word about medRxiv. 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