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Deshpande V, Simpson E, Caballero J, Haddad C, Smith J, Gardner V. Cost-utility of lumbar interbody fusion surgery: a systematic review. Spine J 2025; 25:1117-1138. [PMID: 39805471 DOI: 10.1016/j.spinee.2024.12.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 12/16/2024] [Accepted: 12/17/2024] [Indexed: 01/16/2025]
Abstract
BACKGROUND CONTEXT Lumbar interbody fusion (LIF) is a common surgical intervention for treating lumbar degenerative disorders. Increasing demand has contributed to ever-increasing healthcare expenditure and economic burden. To address this, cost-utility analyses (CUAs) compare value in the context of patient outcomes. CUAs quantify health improvements using quality-adjusted life years (QALYs), allowing decision-makers to determine procedure value. PURPOSE While there is a growing body of literature assessing LIF value, a comprehensive synthesis of LIF CUAs is lacking. This systematic review aims to address this gap by assessing all available CUAs of LIF techniques, to support evidence-based practices that improve outcomes and promote efficient resource use. STUDY DESIGN Systematic review. STUDY SAMPLE This study sample consisted of adult patients with lumbar degenerative conditions specifically treated with lumbar interbody fusion, including grade I or II degenerative spondylolisthesis, lumbar spinal stenosis, disc degeneration, and spondylosis, with or without low back and/or leg pain. OUTCOME MEASURES Direct (healthcare) and indirect (nonhealthcare) costs, cost sources and calculation methods, utility scores, QALY gain, cost-utility, incremental cost-effectiveness ratios, and willingness-to-pay thresholds. Outcomes were reported as median and interquartile ranges (IQR). METHODS A systematic review was conducted following PRISMA guidelines. PubMed, Web of Science, and Embase were searched from inception to October 23, 2023, for CUAs reporting QALYs and costs of LIF procedures. Relevant studies were selected and data extracted. Subgroup analyses compared minimally invasive versus open surgery and anterior versus posterior approaches. Study quality was assessed using the CHEC-Extended tool. Quantitative meta-analysis was not performed due to methodological heterogeneity. RESULTS Out of 2047 identified studies, 14 met inclusion criteria. The mean CHEC-Extended score was 72.1%. Most studies reported on TLIF (n=11) and utilized EQ-5D questionnaire to calculate utility (n=9). Direct costs were sourced from institutional databases, Medicare, DRGs, Redbook, and a variety of other sources. Most indirect costs were estimated from productivity loss. TLIF demonstrated the highest median QALY gain over 1 year (0.43, IQR 0.121-0.705), while PLIF was highest over 2 years (1.33). ALIF was most favorable over 1 year ($30,901/QALY) and OLIF was most favorable over 2 years ($11,187/QALY). PLIF, TLIF, and LLIF exhibited similar cost-utility over 2 years ($44,383, $45,628, $48,576/QALY). MIS was substantially favorable to OS at 1 year ($42,635 vs $226,304), though similar at 2 years ($48,576 vs $45,628/QALY). Anterior approach was favorable to posterior approach at 1 year ($30,901.5 vs $81,038) and 2 years ($29,881.9 vs $44,383). Cost-utility comparisons substantially varied and were sensitive to utility measures, study methodology, cost sourcing, and follow-up duration. CONCLUSIONS This is the first systematic review to comprehensively assess CUAs of all LIF approaches in the existing literature. While certain approaches, such as ALIF and OLIF, may demonstrate favorable outcomes, these conclusions are limited by high methodological heterogeneity and a limited study pool. By addressing existing gaps in study design and reporting, future comparative cost-utility research can better inform evidence-based decision-making and optimize the value of spinal surgical care.
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Affiliation(s)
- Viraj Deshpande
- Hoag Orthopedics, 16300 Sand Canyon Ave., Suite. 500, Irvine, CA 92618, USA.
| | - Evan Simpson
- Hoag Orthopedics, 16300 Sand Canyon Ave., Suite. 500, Irvine, CA 92618, USA
| | - Jesse Caballero
- Hoag Orthopedic Institute, 16250 Sand Canyon Avenue, Irvine, CA 92618, USA
| | - Chris Haddad
- Hoag Memorial Hospital Presbyterian, 1 Hoag Dr, Newport Beach, CA 92663, USA
| | - Jeremy Smith
- Hoag Orthopedic Institute, 16250 Sand Canyon Avenue, Irvine, CA 92618, USA
| | - Vance Gardner
- Hoag Orthopedics, 16300 Sand Canyon Ave., Suite. 500, Irvine, CA 92618, USA
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Oskouie IM, Rostami M, Moosavi M, Zarei M, Jouibari MF, Ataie H, Jafarieh A, Moghadam N, Kordi R, Khadivi M, Mazloumi A. Translation, cross-cultural adaptation and validation of the Persian version of selected PROMIS measures for use in lumbar canal stenosis patients. JOURNAL OF EDUCATION AND HEALTH PROMOTION 2023; 12:99. [PMID: 37288413 PMCID: PMC10243446 DOI: 10.4103/jehp.jehp_668_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 07/03/2022] [Indexed: 06/09/2023]
Abstract
BACKGROUND The National Institutes of Health (NIH) developed a new measurement system called the Patient-Reported Outcomes Measurement Information System (PROMIS) which can be used for multiple health conditions. The 29-item short form (PROMIS-29) with seven domains was more often used by clinical researchers to measure the physical function, mood and sleeping status of patients with low back pain (LBP). Translation of the PROMIS into multiple languages and adaptation of its application in different cultural diversities can help to further standardize clinical research studies and make them comparable to each other. This study aimed to cross-culturally adapt the PROMIS-29 into Persian (P-PROMIS-29) and evaluate the construct validity and reliability of the translated questionnaire among patients with lumbar canal stenosis. MATERIALS AND METHODS The translation was conducted by using the multilingual translation methodology guideline. Construct validity, internal consistency, and test-retest reliability at a two-week interval for the P-PROMIS-29 were calculated. Construct validity was assessed by calculating correlations between the P-PROMIS-29 with Oswestry Disability Index (ODI) and Roland-Morris results. RESULTS The study sample included 70 participants with lumbar canal stenosis. Internal consistencies were moderate to good with Cronbach's alpha ranging from 0.2 to 0.94. The test-retest reliability evaluation was excellent with intraclass correlation coefficients (ICCs) ranging from 0.885 to 0.986. Construct validity of different domains of P-PROMIS-29 were moderate to good, with Pearson's correlation coefficient results ranging from 0.223 to 0.749. CONCLUSION Our results showed that P-PROMIS-29 is a valid and reliable measurement tool for evaluation of patients with lumbar canal stenosis.
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Affiliation(s)
- Iman M. Oskouie
- Sports Medicine Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohsen Rostami
- Spine Center of Excellence, Yas Hospital, Tehran University of Medical Sciences, Tehran, Iran
- Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Mersad Moosavi
- Spine Center of Excellence, Yas Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Zarei
- Spine Center of Excellence, Yas Hospital, Tehran University of Medical Sciences, Tehran, Iran
- Department of Orthopedic Surgery, Imam Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Morteza Faghih Jouibari
- Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Hosienali Ataie
- Department of Anesthesiology, Yas Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Arash Jafarieh
- Department of Anesthesiology, Amiralam Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Navid Moghadam
- Sports Medicine Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Ramin Kordi
- Sports Medicine Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
- Spine Center of Excellence, Yas Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Masoud Khadivi
- Spine Center of Excellence, Yas Hospital, Tehran University of Medical Sciences, Tehran, Iran
- Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Adel Mazloumi
- Department of Occupational Health, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
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Aghdaee M, Gu Y, Sinha K, Parkinson B, Sharma R, Cutler H. Mapping the Patient-Reported Outcomes Measurement Information System (PROMIS-29) to EQ-5D-5L. PHARMACOECONOMICS 2023; 41:187-198. [PMID: 36336773 PMCID: PMC9883346 DOI: 10.1007/s40273-022-01157-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 05/10/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND AND OBJECTIVE The Patient-Reported Outcomes Measurement Information System (PROMIS-29) is gaining popularity as healthcare system funders increasingly seek value-based care. However, it is limited in its ability to estimate utilities and thus inform economic evaluations. This study develops the first mapping algorithm for estimating EuroQol 5-Dimension 5-Level (EQ-5D-5L) utilities from PROMIS-29 responses using a large dataset and through extensive comparisons between econometric models. METHODS An online survey was conducted to collect responses to PROMIS-29 and EQ-5D-5L from the general Australian population (N = 3013). Direct and indirect mapping methods were explored, including linear regression, Tobit, generalised linear model, censored regression model, beta regression (Betamix), the adjusted limited dependent variable mixture model (ALDVMM) and generalised ordered logit. The most robust model was selected by assessing the performance based on average ten-fold cross-validation geometric mean absolute error and geometric mean squared error, the predicted mean, maximum and minimum utilities, as well as the fitting across the entire distribution. RESULTS The direct approach using ALDVMM was considered the preferred model based on lowest geometric mean absolute error and geometric mean squared error in cross-validation (0.0882, 0.0299) and its superiority in predicting the actual observed mean, full health states and lower utility extremes. The robustness and precision in prediction across the entire distribution of utilities with ALDVMM suggest it is an accurate and valid mapping algorithm. Moreover, the suggested mapping algorithm outperformed previously published algorithms using Australian data, indicating the validity of this model for economic evaluations. CONCLUSIONS This study developed a robust algorithm to estimate EQ-5D-5L utilities from PROMIS-29. Consistent with the recent literature, the ALDVMM outperformed all other econometric models considered in this study, suggesting that the mixture models have relatively better performance and are an ideal candidate model for mapping.
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Affiliation(s)
- Mona Aghdaee
- Macquarie University Centre for the Health Economy, Macquarie University, Level 5, 75 Talavera Road, Sydney, NSW, 2109, Australia.
- Australian Institute of Health Innovation (AIHI), Macquarie University, Sydney, NSW, Australia.
| | - Yuanyuan Gu
- Macquarie University Centre for the Health Economy, Macquarie University, Level 5, 75 Talavera Road, Sydney, NSW, 2109, Australia
- Australian Institute of Health Innovation (AIHI), Macquarie University, Sydney, NSW, Australia
| | - Kompal Sinha
- Department of Economics, Macquarie Business School, Macquarie University, Sydney, NSW, Australia
| | - Bonny Parkinson
- Macquarie University Centre for the Health Economy, Macquarie University, Level 5, 75 Talavera Road, Sydney, NSW, 2109, Australia
- Australian Institute of Health Innovation (AIHI), Macquarie University, Sydney, NSW, Australia
| | - Rajan Sharma
- Macquarie University Centre for the Health Economy, Macquarie University, Level 5, 75 Talavera Road, Sydney, NSW, 2109, Australia
- Australian Institute of Health Innovation (AIHI), Macquarie University, Sydney, NSW, Australia
| | - Henry Cutler
- Macquarie University Centre for the Health Economy, Macquarie University, Level 5, 75 Talavera Road, Sydney, NSW, 2109, Australia
- Australian Institute of Health Innovation (AIHI), Macquarie University, Sydney, NSW, Australia
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Garratt AM, Coste J, Rouquette A, Valderas JM. The Norwegian PROMIS-29: psychometric validation in the general population for Norway. J Patient Rep Outcomes 2021; 5:86. [PMID: 34499288 PMCID: PMC8427163 DOI: 10.1186/s41687-021-00357-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 08/25/2021] [Indexed: 12/17/2022] Open
Abstract
Background The Patient Reported Outcome Measurement Information System profile instruments include “high information” items drawn from large item banks following the application of modern psychometric criteria. The shortest adult profile, PROMIS-29, looks set to replace existing short-form instruments in research and clinical practice. The objective of this study was to undertake the first psychometric evaluation of the Norwegian PROMIS-29, following a postal survey of a random sample of 12,790 Norwegians identified through the National Registry of the Norwegian Tax Administration. Confirmatory factor analysis was used to assess structural validity. Fit to the Rasch partial credit model and differential item functioning (DIF) were assessed in relation to age, gender, and education. PROMIS-29 scores were compared to those for the EQ-5D-5L and the Self-assessed Comorbidity Questionnaire (SCQ), for purposes of assessing validity based on a priori hypotheses. Results There were 3200 (25.9%) respondents with a mean age (SD) of 51 (20.7, range 18 to 97 years) and 55% were female. The PROMIS-29 showed satisfactory structural validity and acceptable fit to Rasch model including unidimensionality, and measurement invariance across age and education levels. One pain interference item had uniform DIF for gender but splitting gave satisfactory fit. Domain reliability estimates ranged from 0.85 to 0.95. Correlations between PROMIS-29 domain, SCQ and EQ-5D scores were largely as expected, the largest being for scores assessing very similar aspects of health. Conclusions The Norwegian version of the PROMIS-29 is a reliable and valid generic self-reported measure of health in the Norwegian general population. The instrument is recommended for further application, but the analysis should be replicated and responsiveness to change assessed in future studies before it can be recommended for clinical and health services evaluation in Norway. Supplementary Information The online version contains supplementary material available at 10.1186/s41687-021-00357-3.
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Affiliation(s)
- Andrew M Garratt
- Division for Health Services, Norwegian Institute of Public Health, Post Box 4404, 0403, Nydalen, Oslo, Norway.
| | - Joël Coste
- Biostatistics and Epidemiology Unit, Cochin Hospital, AP-HP, 27 rue du faubourg Saint-Jacques, 75014, Paris, France.,Paris University, 75014, Paris, France
| | - Alexandra Rouquette
- Université Paris-Saclay, UVSQ, Inserm, CESP, 75014, Paris, France.,Public Health and Epidemiology Department, AP-HP Paris-Saclay, 94276, Le Kremlin-Bicêtre Cedex, France
| | - José M Valderas
- Health Services and Policy Research Group (HSPRG), Exeter Collaboration for Academic Primary Care (APEx), and NIHR ARC South West Peninsula (PenARC), University of Exeter, Exeter, UK.,Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
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5
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Pan T, Mulhern B, Viney R, Norman R, Tran-Duy A, Hanmer J, Devlin N. Evidence on the relationship between PROMIS-29 and EQ-5D: a literature review. Qual Life Res 2021; 31:79-89. [PMID: 34181154 DOI: 10.1007/s11136-021-02911-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/10/2021] [Indexed: 11/26/2022]
Abstract
PURPOSE EQ-5D and PROMIS-29 are both concise, generic measures of patient-reported outcomes accompanied by preference weights that allow the estimation of quality-adjusted life years (QALYs). Both instruments are candidates for use in economic evaluation. However, they have different features in terms of the domains selected to measure respondents' self-perceived health and the characteristics of (and methods used to obtain) the preference weights. It is important to understand the relationship between the instruments and the implications of choosing either for the evidence used in decision-making. This literature review aimed to synthesise existing evidence on the relationship between PROMIS-29 (and measures based on it, such as PROMIS-29+2) and EQ-5D (both EQ-5D-3L and EQ-5D-5L). METHODS A literature review was conducted in PubMed and Web of Science to identify studies investigating the relationship between PROMIS-29 and EQ-5D-based instruments. RESULTS The literature search identified 95 unique studies, of which nine studies met the inclusion criteria, i.e. compared both instruments. Six studies examined the relationship between PROMIS-29 and EQ-5D-5L. Three main types of relationship have been examined in the nine studies: (a) comparing PROMIS-29 and EQ-5D as descriptive systems; (b) mapping PROMIS-29 domains to EQ-5D utilities; and (c) comparing and transforming PROMIS-29 utilities to EQ-5D utilities. CONCLUSION This review has highlighted the lack of evidence regarding the relationship between PROMIS-29 and EQ-5D. The impact of choosing either instrument on the evidence used in cost-effectiveness analysis is currently unclear. Further research is needed to understand the relationship between the two instruments.
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Affiliation(s)
- Tianxin Pan
- Health Economics Unit, Centre for Health Policy, Melbourne School of Population and Global Health , University of Melbourne, 207 Bouverie Street, Melbourne, VIC, 3010, Australia.
- School of Population Health, Curtin University, Perth, WA, Australia.
| | - Brendan Mulhern
- Centre for Health Economics Research and Evaluation, University of Technology Sydney, Sydney, NSW, Australia
| | - Rosalie Viney
- Centre for Health Economics Research and Evaluation, University of Technology Sydney, Sydney, NSW, Australia
| | - Richard Norman
- School of Population Health, Curtin University, Perth, WA, Australia
| | - An Tran-Duy
- Health Economics Unit, Centre for Health Policy, Melbourne School of Population and Global Health , University of Melbourne, 207 Bouverie Street, Melbourne, VIC, 3010, Australia
| | - Janel Hanmer
- Department of General Internal Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Nancy Devlin
- Health Economics Unit, Centre for Health Policy, Melbourne School of Population and Global Health , University of Melbourne, 207 Bouverie Street, Melbourne, VIC, 3010, Australia
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Kang D, Kim Y, Lim J, Yoon J, Kim S, Kang E, Nam H, Shim S, Lee M, Bok H, Lee SW, Shin SY, Ahn JS, Oh D, Cho J. Validation of the Korean Version of the Patient-Reported Outcomes Measurement Information System 29 Profile V2.1 among Cancer Survivors. Cancer Res Treat 2021; 54:10-19. [PMID: 33848414 PMCID: PMC8756127 DOI: 10.4143/crt.2020.1200] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 04/08/2021] [Indexed: 11/21/2022] Open
Abstract
Purpose The purpose of the study was to validate the Korean version of Patient-Reported Outcomes Measurement Information System 29 Profile v2.1 (K-PROMIS-29 V2.1) among cancer survivors. Materials and Methods Participants were recruited from outpatient clinics of the Comprehensive Cancer Center at the Samsung Medical Center in Seoul, South Korea, from September to October 2018. Participants completed a survey questionnaire that included the K-PROMIS-29 V2.1 and the European Organisation for Research and Treatment of Cancer Quality of Life Core Questionnaire (EORTC QLQ-C30). Principal component analysis and confirmatory factor analysis (CFA) and Pearson’s correlations were used to evaluate the reliability and validity of the K-PROMIS-29 V2.1. Results The mean age of the study participants was 54.4 years, the mean time since diagnosis was 1.2 (±2.4) years, and 349 (87.3%) completed the entire questionnaire. The Cronbach’s alpha coefficients of the seven domains in the K-PROMIS-29 V2.1 ranged from 0.81 to 0.96, indicating satisfactory internal consistency. In the CFA, the goodness-of-fit indices for the K-PROMIS-29 V2.1 were high (comparative fit index, 0.91 and standardized root-mean-squared residual, 0.06). High to moderate correlations were found between comparable subscales of the K-PROMIS-29 V2.1 and subscales of the EORTC QLQ-C30 (r=0.52–0.73). Conclusion The K-PROMIS-29 V2.1 is a reliable and valid measure for assessing the health-related quality of life domains in a cancer population, thus supporting their use in studies and oncology trials.
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Affiliation(s)
- Danbee Kang
- Department of Clinical Research Design & Evaluation, SAIHST, Sungkyunkwan University, Seoul, Korea.,Center for Clinical Epidemiology, Samsung Medical Center, Seoul, Korea
| | - Youngha Kim
- Center for Clinical Epidemiology, Samsung Medical Center, Seoul, Korea
| | - Jihyun Lim
- Center for Clinical Epidemiology, Samsung Medical Center, Seoul, Korea
| | - Junghee Yoon
- Department of Digital Health, SAIHST, Sungkyunkwan University, Seoul, Korea
| | - Sooyeon Kim
- Department of Clinical Research Design & Evaluation, SAIHST, Sungkyunkwan University, Seoul, Korea.,Center for Clinical Epidemiology, Samsung Medical Center, Seoul, Korea
| | - Eunjee Kang
- Center for Clinical Epidemiology, Samsung Medical Center, Seoul, Korea.,Department of Medical Device Management and Research, SAIHST, Sungkyunkwan University, Seoul, Korea
| | - Heesu Nam
- Department of Clinical Research Design & Evaluation, SAIHST, Sungkyunkwan University, Seoul, Korea.,Center for Clinical Epidemiology, Samsung Medical Center, Seoul, Korea
| | - Sungkeun Shim
- Center for Clinical Epidemiology, Samsung Medical Center, Seoul, Korea.,Department of Digital Health, SAIHST, Sungkyunkwan University, Seoul, Korea
| | - Mangyeong Lee
- Center for Clinical Epidemiology, Samsung Medical Center, Seoul, Korea.,Department of Digital Health, SAIHST, Sungkyunkwan University, Seoul, Korea
| | - Haesook Bok
- Department of Medical Device Management and Research, SAIHST, Sungkyunkwan University, Seoul, Korea.,School of Pharmacy, Sungkyunkwan University, Suwon, Korea
| | - Sang-Won Lee
- Department of Medical Device Management and Research, SAIHST, Sungkyunkwan University, Seoul, Korea.,School of Pharmacy, Sungkyunkwan University, Suwon, Korea
| | - Soo-Yong Shin
- Department of Digital Health, SAIHST, Sungkyunkwan University, Seoul, Korea.,Big Data Research Center, Samsung Medical Center, Seoul, Korea
| | - Jin Seok Ahn
- Division of Hematology/Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Dongryul Oh
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Juhee Cho
- Department of Clinical Research Design & Evaluation, SAIHST, Sungkyunkwan University, Seoul, Korea.,Center for Clinical Epidemiology, Samsung Medical Center, Seoul, Korea.,Department of Digital Health, SAIHST, Sungkyunkwan University, Seoul, Korea.,Department of Medical Device Management and Research, SAIHST, Sungkyunkwan University, Seoul, Korea
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Pope JE, Fishman M, Chakravarthy K, Hanes M, Gerling M, Heros R, Falowski S, Shah J, Orhurhu V, Urits I, Deer TR. A Retrospective, Multicenter, Quantitative Analysis of Patients' Baseline Pain Quality (PROMIS-29) Entering into Pain and Spine Practices in the United States (ALIGN). Pain Ther 2021; 10:539-550. [PMID: 33624253 PMCID: PMC8119505 DOI: 10.1007/s40122-021-00238-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Accepted: 01/27/2021] [Indexed: 11/24/2022] Open
Abstract
Introduction Multidisciplinary patient-reported outcomes are a critical part of assessing patients to better understand their well-being during treatment. The use of multidisciplinary patient-reported outcomes is recommended in many areas of medicine. The Patient-Reported Outcomes Measurement Information System-29 (PROMIS-29) has been utilized as a common measurement language across universally relevant domains, including pain, mood, sleep, social participation, and function. Methods Retrospective analysis of prospectively collected data was performed. Subjects were identified and consecutively enrolled upon entry into chronic pain centers across 24 sites in the United States. The PROMIS-29 v2.1 and the numerical rating scale (NRS) were recorded. The pain impact score and the Health Utilities Index Mark 3 (HUI-3) were calculated. Statistical differences were assessed between genders and among age groups comprising subjects less than 40, 41–60, 61–80, and over 80 years of age. Results A total of 19,546 patients were assessed over the enrollment period from 2018 to 2020. The PROMIS-29 v2.1 was evaluated across the seven domains, along with the numerical rating sale (NRS). The mean scores of the population for PROMIS SF v1.0 Pain Interference 4a, PROMIS SF v1.0 Sleep Disturbance 4a, PROMIS SF v1.0 Fatigue 4a, PROMIS SF v1.0 Anxiety 4a, PROMIS SF V1.0 Depression 4a, PROMIS SF v2.0 Ability to Participate in Social Roles and Activities 4a, and PROMIS SF v1.0 Physical Function 4a, measuring pain interference, sleep disturbance, fatigue, anxiety, depression, social participation, and physical function, were 64.61, 57.19, 58.50, 53.94, 54.45, 40.06, and 36.23, respectively. Pain intensity was 6.38 on an 11-point NRS scale. The pain impact score (PIS) and health utilities index mark 3 (HUI-3) scores, calculated across the designated age groups, were 33.19 and 0.67, respectively. Statistical differences were observed for the domains of sleep disturbance and physical function for age groups less than 40 and greater than 80 years of age. Conclusion This data set is the first published normative data set describing the PROMIS-29 assessment in the chronic pain population. The patient population is more homogeneous than expected, and females were found to have higher levels of dysfunction.
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Affiliation(s)
| | | | | | - Michael Hanes
- Jacksonville Spine and Pain Centers, Jacksonville, FL, USA
| | | | | | - Steven Falowski
- Argires Marotti Neurosurgical Associates of Lancaster, Lancaster, PA, USA
| | - Jay Shah
- SamWell Institute of Pain Management, Colonia, NJ, USA
| | | | - Ivan Urits
- Southcoast Health Physicians Group Pain Medicine, Wareham, MA, USA
| | - Timothy R Deer
- The Spine and Nerve Center of The Virginias, Charleston, WV, USA
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Conversion of PROMIS global health to EQ-5D health state values in patients undergoing lumbar spine surgery: A psychometric evaluation. J Orthop 2020; 23:67-72. [PMID: 33456218 DOI: 10.1016/j.jor.2020.12.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 12/23/2020] [Indexed: 11/23/2022] Open
Abstract
This study seeks to validate the conversion of PROMIS-GH scores to EQ-5D Health Utility Index (HUI) values. Patients undergoing lumbar spine surgery were prospectively surveyed using EQ-5D-3L and PROMIS-GH short form instruments. EQ-5D-HUI scores, and PROMIS scores converted to HUI were calculated. Neither instrument demonstrated any floor effects. The EQ-5D-HUI demonstrated significantly higher ceiling effects. Patients reported a significantly higher mean HUI score using the EQ-5D compared to PROMIS-GH. Strong positive correlation and agreement were observed. Conversion of the PROMIS-GH to the EQ-5D-HUI appears to be viable for evaluating the health status of patients undergoing lumbar spine surgery.
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Improving retention across the OUD service cascade upon reentry from jail using Recovery Management Checkups-Adaptive (RMC-A) experiment. J Subst Abuse Treat 2020; 128:108245. [PMID: 33461829 DOI: 10.1016/j.jsat.2020.108245] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Accepted: 12/07/2020] [Indexed: 02/07/2023]
Abstract
Incarcerated individuals with opioid use disorders (OUD) should be linked to community-based treatment with medications for opioid use disorder (MOUD) upon their release, as well as to services that provide support for their ongoing recovery. The RMC-A experiment will test an adapted version of the evidence-based Recovery Management Checkups (RMC), which provides treatment linkage, support for retention, and re-linkage as indicated at quarterly checkups. A total of 750 male and female individuals will be recruited from 5 county jails in Illinois and randomly assigned to 1 of 3 groups at release from jail: a) Monitoring and Treatment Referral (MTR); b) quarterly RMC (RMC-Q); or c) RMC-A, which adjusts the frequency and intensity of checkups based on the individual's assessed need for treatment at each checkup. Measurement includes quarterly research follow-up assessments for 2 years, urine tests, and records checks (treatment, mortality, recidivism). The study aims to evaluate: (1) the direct effects of RMC-Q/RMC-A on MOUD treatment initiation, engagement, retention, and re-linkage; (2) the indirect effects of RMC-Q/RMC-A (via months of MOUD) on public health outcomes (days of opioid use, OUD symptoms, quality of life, cost of health care utilization); (3) the indirect effects of RMC-Q/RMC-A (via months of MOUD and public health outcomes) on public safety outcomes (illegal activity, re-arrest, re-incarceration, cost of crime); and (4) the incremental costs and cost-effectiveness of MTR vs. RMC-Q vs. RMC-A on public health and public safety outcomes. This experiment will determine whether the adapted RMC model improves the overall effectiveness and cost-effectiveness of the fixed quarterly RMC.
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Abstract
OBJECTIVE In this narrative review, the current literature on therapeutic interventions for low back pain of facet joint etiology is assessed from an economic value perspective. SUMMARY OF BACKGROUND DATA The efficacy and economics of facet joint interventions in the treatment of lumbar back pain is a controversial topic. Trends show that facet joint interventions are becoming increasingly used, perhaps as physicians become more averse to treating chronic low back pain with opioids. With the emphasis on value-based spine care and changing reimbursement models, the perspective of rigorously evaluating the outcomes these interventions provide and the costs they incur is particularly relevant. DISCUSSION Although the evidence is noted to be limited, most systematic reviews fail to demonstrate the therapeutic utility of intra-articular facet joint injections in low back pain because of high study heterogeneity. A few good quality studies and systematic reviews describe moderate evidence for the utilization of therapeutic medial branch blocks and radiofrequency neurotomies in alleviating facet joint pain. CONCLUSION Consequently, there is a need for high-quality cost-effectiveness studies for facet joint interventions so that evidence-based and economically viable solutions can be used to optimize patient care at a societally affordable price.
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11
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Wilkin GP, Poitras S, Clohisy J, Belzile E, Zaltz I, Grammatopoulos G, Melkus G, Rakhra K, Ramsay T, Thavorn K, Beaulé PE. Periacetabular osteotomy with or without arthroscopic management in patients with hip dysplasia: study protocol for a multicenter randomized controlled trial. Trials 2020; 21:725. [PMID: 32811527 PMCID: PMC7433104 DOI: 10.1186/s13063-020-04592-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 07/07/2020] [Indexed: 12/18/2022] Open
Abstract
Background Hip dysplasia is one of the most common causes of hip arthritis. Its incidence is estimated to be between 3.6 and 12.8% (Canadian Institute for Health Information, Hip and knee replacements in Canada, 2017–2018: Canadian joint replacement registry annual report, 2019; Jacobsen and Sonne-Holm, Rheumatology 44:211–8, 2004). The Periacetabular Osteotomy (PAO) has been used successfully for over 30 years (Gosvig et al., J Bone Joint Surg Am 92:1162–9, 2010), but some patients continue to exhibit symptoms post-surgery (Wyles et al., Clin Orthop Relat Res 475:336–50, 2017). A hip arthroscopy, performed using a small camera, allows surgeons to address torn cartilage inside the hip joint. Although both procedures are considered standard of care treatment options, it is unknown whether the addition of hip arthroscopy improves patient outcomes compared to a PAO alone. To delay or prevent future joint replacement surgeries, joint preservation surgery is recommended for eligible patients. While previous studies found an added cost to perform hip arthroscopies, the cost-effectiveness to Canadian Health care system is not known. Methods Patients randomized to the experimental group will undergo central compartment hip arthroscopy prior to completion of the PAO. Patients randomized to the control group will undergo isolated PAO. Patient-reported quality of life will be the primary outcome used for comparison between the two treatment groups as measured by The International Hip Outcome Tool (iHOT-33) (Saberi Hosnijeh et al., Arthritis Rheum 69:86–93, 2017). Secondary outcomes will include the four-square step test and sit-to-stand (validated in patients with pre-arthritic hip pain) and hip-specific symptoms and impairment using the HOOS; global health assessment will be compared using the PROMIS Global 10 Score; health status will be assessed using the EQ-5D-5L and EQ VAS questionnaires (Ganz et al., Clin Orthop Relat Res 466:264–72, 2008) pre- and post-operatively. In addition, operative time, hospital length of stay, adverse events, and health services utilization will be collected. A sub-group of patients (26 in each group) will receive a T1rho MRI before and after surgery to study changes in cartilage quality over time. A cost-utility analysis will be performed to compare costs and quality-adjusted life years (QALYs) associated with the intervention. Discussion We hypothesize that (1) concomitant hip arthroscopy at the time of PAO to address central compartment pathology will result in clinically important improvements in patient-reported outcome measures (PROMs) versus PAO alone, that (2) additional costs associated with hip arthroscopy will be offset by greater clinical improvements in this group, and that (3) combined hip arthroscopy and PAO will prove to be a cost-effective procedure. Trial registration ClinicalTrials.gov NCT03481010. Registered on 6 March 2020. Protocol version: version 3.
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Affiliation(s)
- Geoffrey P Wilkin
- Division of Orthopaedic Surgery, The Ottawa Hospital, General Campus, 501 Smyth Road, Ottawa, ON, K1H 8L6, Canada
| | - Stéphane Poitras
- School of Rehabilitation, University of Ottawa, 451 Smyth Road, Ottawa, ON, Canada
| | - John Clohisy
- Division of Orthopaedic Surgery, Washington University School of Medicine, 660 S Euclid Ave, St. Louis, MO, USA
| | - Etienne Belzile
- Division of Orthopaedic Surgery, Centre hospitalier de l'Université Laval, Québec, QC, Canada
| | - Ira Zaltz
- Division of Orthopaedic Surgery, William Beaumont Hospital (Troy Michigan), Royal Oak, MI, USA
| | - George Grammatopoulos
- Division of Orthopaedic Surgery, The Ottawa Hospital, General Campus, 501 Smyth Road, Ottawa, ON, K1H 8L6, Canada
| | - Gerd Melkus
- Division of Orthopaedic Surgery, The Ottawa Hospital, General Campus, 501 Smyth Road, Ottawa, ON, K1H 8L6, Canada
| | - Kawan Rakhra
- Division of Orthopaedic Surgery, The Ottawa Hospital, General Campus, 501 Smyth Road, Ottawa, ON, K1H 8L6, Canada
| | - Tim Ramsay
- Department of Clinical Epidemiology, Ottawa Hospital Research Institute, 501 Smyth Road, Ottawa, ON, Canada
| | - Kednapa Thavorn
- Department of Clinical Epidemiology, Ottawa Hospital Research Institute, 501 Smyth Road, Ottawa, ON, Canada
| | - Paul E Beaulé
- Division of Orthopaedic Surgery, The Ottawa Hospital, General Campus, 501 Smyth Road, Ottawa, ON, K1H 8L6, Canada.
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12
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Montgomery LS. Pain management with opioids in adults. J Neurosci Res 2020; 100:10-18. [PMID: 32770580 DOI: 10.1002/jnr.24695] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2020] [Revised: 06/18/2020] [Accepted: 06/26/2020] [Indexed: 12/11/2022]
Abstract
Given the ubiquitous nature of opioids in the treatment of pain, it is an interesting paradox that this class of medications also represents one of the least understood components of clinical pain medicine. For many years, there has been intense interest in the mechanisms of opioid activity, but this has not resulted in a corresponding increase in convincing clinical data. This review focuses primarily on the evidence surrounding the long-term use of opioids in chronic pain, but discussions of this research are often conflated with the very different data governing acute and cancer-related pain, where evidence of efficacy is clearer. It is therefore important to clarify the evidence-based indications for opioid therapy. There remains very little evidence that opioids improve function or quality of life beyond 3 months in people with chronic pain conditions. In all three patient populations, the development of tolerance, dependence, hyperalgesia and withdrawal are key phenomena that affect the patient experience, and in particular the decision to remain on opioids in the long term. This is a common thread that connects the opioid literature in all of these spheres, and justifies the burgeoning interest in these phenomena in the basic science literature. There is an urgent need to address these negative consequences of opioid use, in order to maximize the therapeutic benefit that opioids can offer.
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Affiliation(s)
- Lori S Montgomery
- Departments of Family Medicine and Anesthesiology, Perioperative and Pain Medicine, Cumming School of Medicine, Calgary, AB, Canada
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Niño de Guzmán E, Martínez García L, González AI, Heijmans M, Huaringa J, Immonen K, Ninov L, Orrego-Villagrán C, Pérez-Bracchiglione J, Salas-Gama K, Viteri-García A, Alonso-Coello P. The perspectives of patients and their caregivers on self-management interventions for chronic conditions: a protocol for a mixed-methods overview. F1000Res 2020; 9:120. [PMID: 35186277 PMCID: PMC8825946 DOI: 10.12688/f1000research.22125.2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/03/2021] [Indexed: 11/20/2022] Open
Abstract
Introduction: Self-management (SM) interventions are complex interventions and one of the main components of high-quality chronic disease care for which the incorporation of the perspectives of patients and their informal caregivers is crucial. We aim to identify, appraise and synthesise the evidence exploring patients' and caregivers' perspectives on SM interventions. More precisely, we aim to 1) describe how they value the importance of outcomes of SM interventions, and 2) identify the factors that might impact on acceptability and feasibility of SM interventions based on their preferences and experiences. Methods and analysis: We will conduct four mixed-methods overviews as part of COMPAR-EU, a European Union (EU) funded project aimed to identify the most effective and cost-effective SM interventions for chronic obstructive pulmonary disease (COPD), heart failure (HF), obesity, and type 2 diabetes mellitus (T2DM). We will search in MEDLINE, CINAHL, and PsycINFO for systematic reviews of studies addressing patients' preferences on outcomes, or their experiences with SM alongside their disease trajectory or with SM interventions, published in English. Selection of studies and data extraction will be conducted in pairs. We will assess the overlap of studies and methodological quality. We will follow a three-step synthesis process: 1) narrative synthesis for quantitative evidence, 2) thematic synthesis for qualitative evidence, and 3) integration of findings in the interpretation phase. Additionally, we will consult on the relevance of findings with patients and their caregivers. Systematic review registration: PROSPERO CRD42019117867.
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Affiliation(s)
- Ena Niño de Guzmán
- Iberoamerican Cochrane Centre, Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, 08025, Spain
- Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Laura Martínez García
- Iberoamerican Cochrane Centre, Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, 08025, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Ana I. González
- Avedis Donabedian Research Institute (FAD), Barcelona, 08037, Spain
- Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Madrid, Spain
| | - Monique Heijmans
- Netherlands institute for health services research (Nivel), Utrecht, 3513, The Netherlands
| | | | | | | | - Carola Orrego-Villagrán
- Universitat Autònoma de Barcelona, Barcelona, Spain
- Avedis Donabedian Research Institute (FAD), Barcelona, 08037, Spain
- Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Madrid, Spain
| | - Javier Pérez-Bracchiglione
- Interdisciplinary Centre for Health Studies (CIESAL), Universidad de Valparaíso, Valparaíso, 2520000, Chile
| | | | - Andrés Viteri-García
- Universidad UTE, Quito, 170527, Ecuador
- Cochrane Ecuador, Centro de Investigación en Salud Pública y Epidemiología Clínica (CISPEC), Quito, 170527, Ecuador
| | - Pablo Alonso-Coello
- Iberoamerican Cochrane Centre, Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, 08025, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
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14
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Niño de Guzmán E, Martínez García L, González AI, Heijmans M, Huaringa J, Immonen K, Ninov L, Orrego-Villagrán C, Pérez-Bracchiglione J, Salas-Gama K, Viteri-García A, Alonso-Coello P. The perspectives of patients and their caregivers on self-management interventions for chronic conditions: a protocol for a mixed-methods overview. F1000Res 2020; 9:120. [PMID: 35186277 PMCID: PMC8825946 DOI: 10.12688/f1000research.22125.1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/30/2020] [Indexed: 08/23/2024] Open
Abstract
Introduction: Self-management (SM) interventions are complex interventions and one of the main components of high-quality chronic disease care for which the incorporation of the perspectives of patients and their informal caregivers is crucial. We aim to identify, appraise and synthesise the evidence exploring patients' and caregivers' perspectives on SM interventions. More precisely, we aim to 1) describe how they value the importance of outcomes of SM interventions, and 2) identify the factors that might impact on acceptability and feasibility of SM interventions based on their preferences and experiences. Methods and analysis: We will conduct four mixed-methods overviews as part of COMPAR-EU, a European Union (EU) funded project aimed to identify the most effective and cost-effective SM interventions for chronic obstructive pulmonary disease (COPD), heart failure (HF), obesity, and type 2 diabetes mellitus (T2DM). We will search in MEDLINE, CINAHL, and PsycINFO for systematic reviews of studies addressing patients' preferences on outcomes, or their experiences with SM alongside their disease trajectory or with SM interventions, published in English. Selection of studies and data extraction will be conducted in pairs. We will assess the overlap of studies and methodological quality. We will follow a three-step synthesis process: 1) narrative synthesis for quantitative evidence, 2) thematic synthesis for qualitative evidence, and 3) integration of findings in the interpretation phase. Additionally, we will consult on the relevance of findings with patients and their caregivers. Systematic review registration: PROSPERO CRD42019117867.
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Affiliation(s)
- Ena Niño de Guzmán
- Iberoamerican Cochrane Centre, Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, 08025, Spain
- Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Laura Martínez García
- Iberoamerican Cochrane Centre, Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, 08025, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Ana I. González
- Avedis Donabedian Research Institute (FAD), Barcelona, 08037, Spain
- Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Madrid, Spain
| | - Monique Heijmans
- Netherlands institute for health services research (Nivel), Utrecht, 3513, The Netherlands
| | | | | | | | - Carola Orrego-Villagrán
- Universitat Autònoma de Barcelona, Barcelona, Spain
- Avedis Donabedian Research Institute (FAD), Barcelona, 08037, Spain
- Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Madrid, Spain
| | - Javier Pérez-Bracchiglione
- Interdisciplinary Centre for Health Studies (CIESAL), Universidad de Valparaíso, Valparaíso, 2520000, Chile
| | | | - Andrés Viteri-García
- Universidad UTE, Quito, 170527, Ecuador
- Cochrane Ecuador, Centro de Investigación en Salud Pública y Epidemiología Clínica (CISPEC), Quito, 170527, Ecuador
| | - Pablo Alonso-Coello
- Iberoamerican Cochrane Centre, Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, 08025, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
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15
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Hopkins B, Mazmudar A, Kesavabhotla K, Patel AA. Economic Value in Minimally Invasive Spine Surgery. Curr Rev Musculoskelet Med 2019; 12:300-304. [PMID: 31236835 PMCID: PMC6684673 DOI: 10.1007/s12178-019-09560-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
PURPOSE OF REVIEW The field of spine surgery remains a unique target in the transition to value-based care. While spine surgery has benefited from new medical technologies, including minimally invasive surgery (MIS), these technologies may be a key driver in rising US healthcare costs. As such, MIS needs to clear an economic value threshold through a rigorous evaluation of the outcomes they provide and costs they incur. In this article, we review recent MIS surgery literature from the perspective of economic value. RECENT FINDINGS Many studies report modest all-in cost savings and direct procedural cost equivalence for minimally invasive approaches relative to open surgeries. In terms of quality, studies found lower blood loss, length of stay, and infectious complications with MIS surgery but evidence on QALYs was mixed. In the past 5 years, there has been increasing research interest in defining economic value in MIS surgery. However, a significant amount of heterogeneity in research quality and methodology persists. Therefore, MIS surgery has the potential to be of high economic value, though this is not yet definitive. Future research should continue to focus on high-quality cost-effectiveness studies with clear methodologies to further elucidate economic value in MIS surgery.
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Affiliation(s)
- Benjamin Hopkins
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Aditya Mazmudar
- Department of Orthopaedic Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
| | - Kartik Kesavabhotla
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Alpesh A Patel
- Department of Orthopaedic Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
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16
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Mukuria C, Rowen D, Harnan S, Rawdin A, Wong R, Ara R, Brazier J. An Updated Systematic Review of Studies Mapping (or Cross-Walking) Measures of Health-Related Quality of Life to Generic Preference-Based Measures to Generate Utility Values. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2019; 17:295-313. [PMID: 30945127 DOI: 10.1007/s40258-019-00467-6] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
BACKGROUND Mapping is an increasingly common method used to predict instrument-specific preference-based health-state utility values (HSUVs) from data obtained from another health-related quality of life (HRQoL) measure. There have been several methodological developments in this area since a previous review up to 2007. OBJECTIVE To provide an updated review of all mapping studies that map from HRQoL measures to target generic preference-based measures (EQ-5D measures, SF-6D, HUI measures, QWB, AQoL measures, 15D/16D/17D, CHU-9D) published from January 2007 to October 2018. DATA SOURCES A systematic review of English language articles using a variety of approaches: searching electronic and utilities databases, citation searching, targeted journal and website searches. STUDY SELECTION Full papers of studies that mapped from one health measure to a target preference-based measure using formal statistical regression techniques. DATA EXTRACTION Undertaken by four authors using predefined data fields including measures, data used, econometric models and assessment of predictive ability. RESULTS There were 180 papers with 233 mapping functions in total. Mapping functions were generated to obtain EQ-5D-3L/EQ-5D-5L-EQ-5D-Y (n = 147), SF-6D (n = 45), AQoL-4D/AQoL-8D (n = 12), HUI2/HUI3 (n = 13), 15D (n = 8) CHU-9D (n = 4) and QWB-SA (n = 4) HSUVs. A large number of different regression methods were used with ordinary least squares (OLS) still being the most common approach (used ≥ 75% times within each preference-based measure). The majority of studies assessed the predictive ability of the mapping functions using mean absolute or root mean squared errors (n = 192, 82%), but this was lower when considering errors across different categories of severity (n = 92, 39%) and plots of predictions (n = 120, 52%). CONCLUSIONS The last 10 years has seen a substantial increase in the number of mapping studies and some evidence of advancement in methods with consideration of models beyond OLS and greater reporting of predictive ability of mapping functions.
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Affiliation(s)
- Clara Mukuria
- School of Health and Related Research (ScHARR), University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK.
| | - Donna Rowen
- School of Health and Related Research (ScHARR), University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Sue Harnan
- School of Health and Related Research (ScHARR), University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Andrew Rawdin
- School of Health and Related Research (ScHARR), University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Ruth Wong
- School of Health and Related Research (ScHARR), University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Roberta Ara
- School of Health and Related Research (ScHARR), University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - John Brazier
- School of Health and Related Research (ScHARR), University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
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Terwee CB, Crins MHP, Boers M, de Vet HCW, Roorda LD. Validation of two PROMIS item banks for measuring social participation in the Dutch general population. Qual Life Res 2019; 28:211-220. [PMID: 30203302 PMCID: PMC6339674 DOI: 10.1007/s11136-018-1995-0] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/04/2018] [Indexed: 01/03/2023]
Abstract
BACKGROUND The Patient-Reported Outcomes Measurement Information System (PROMIS) item banks 'Ability to Participate in Social Roles and Activities' (35 items) and 'Satisfaction with Social Roles and Activities' (44 items) were developed to measure (satisfaction with) participation more efficiently and precisely than current instruments, by using Computerized Adaptive Testing (CAT). We validated these item banks in a Dutch general population. METHODS Participants in an internet panel completed both item banks. Unidimensionality, local dependence, monotonicity, Graded Response Model item fit, Differential Item Functioning (DIF) for age, gender, education, region, ethnicity, and language (Dutch compared to US Social Supplement), and reliability were assessed. RESULTS A representative Dutch sample of 1002 people participated. We found for the Ability to Participate and Satisfaction with Participation item banks, respectively, sufficient unidimensionality (CFI: 0.971, 0.960; TLI: 0.970, 0.958; RMSEA: 0.108, 0.108), no local dependence, sufficient monotonicity (H: 0.75, 0.73), good item fit (2 out of 35 items, 1 out of 44 items with S-X2p-value < 0.001). No DIF was found. We found a reliability of at least 0.90 with simulated CATs in 86% and 94% of the participants with on average 4.7 (range 2-12) and 4.3 (range 3-12) items, respectively. DISCUSSION The PROMIS participation item banks showed sufficient psychometric properties in a general Dutch population and can be used as CAT. PROMIS CATs allow reliable and valid measurement of participation in an efficient and user-friendly way with limited administration time.
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Affiliation(s)
- C B Terwee
- Department of Epidemiology and Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, P.O. Box 7057, 1007 MB, Amsterdam, The Netherlands.
| | - M H P Crins
- Amsterdam Rehabilitation Research Center | Reade, Amsterdam, The Netherlands
| | - M Boers
- Department of Epidemiology and Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, P.O. Box 7057, 1007 MB, Amsterdam, The Netherlands
- Amsterdam Rheumatology and Immunology Center, VU University Medical Center, Amsterdam, The Netherlands
| | - H C W de Vet
- Department of Epidemiology and Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, P.O. Box 7057, 1007 MB, Amsterdam, The Netherlands
| | - L D Roorda
- Amsterdam Rehabilitation Research Center | Reade, Amsterdam, The Netherlands
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