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Vu Nu, A., Van Hoang, M., Lindholm, L., Sahlen, K.-G., Nguyen, C. T. & Sun, S. (2024). A systematic review on the direct approach to elicit the demand-side cost-effectiveness threshold: implications for low- and middle-income countries. PLOS ONE, 19(2), Article ID e0297450.
Open this publication in new window or tab >>A systematic review on the direct approach to elicit the demand-side cost-effectiveness threshold: implications for low- and middle-income countries
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2024 (English)In: PLOS ONE, E-ISSN 1932-6203, Vol. 19, no 2, article id e0297450Article, review/survey (Refereed) Published
Abstract [en]

Several literature review studies have been conducted on cost-effectiveness threshold values. However, only a few are systematic literature reviews, and most did not investigate the different methods, especially in-depth reviews of directly eliciting WTP per QALY. Our study aimed to 1) describe the different direct approach methods to elicit WTP/QALY; 2) investigate factors that contribute the most to the level of WTP/QALY value; and 3) investigate the relation between the value of WTP/QALY and GDP per capita and give some recommendations on feasible methods for eliciting WTP/QALY in low- and middle-income countries (LMICs). A systematic review concerning select studies estimating WTP/QALY from a direct approach was carried out in seven databases, with a cut off date of 03/2022. The conversion of monetary values into 2021 international dollars (i$) was performed via CPI and PPP indexes. The influential factors were evaluated with Bayesian model averaging. Criteria for recommendation for feasible methods in LMICs are made based on empirical evidence from the systematic review and given the resource limitation in LMICs. A total of 12,196 records were identified; 64 articles were included for full-text review. The WTP/QALY method and values varied widely across countries with a median WTP/QALY value of i$16,647.6 and WTP/QALY per GDP per capita of 0.53. A total of 11 factors were most influential, in which the discrete-choice experiment method had a posterior probability of 100%. Methods for deriving WTP/QALY vary largely across studies. Eleven influential factors contribute most to the level of values of WTP/QALY, in which the discrete-choice experiment method was the greatest affected. We also found that in most countries, values for WTP/QALY were below 1 x GDP per capita. Some important principles are addressed related to what LMICs may be concerned with when conducting studies to estimate WTP/QALY.

Place, publisher, year, edition, pages
Public Library of Science (PLoS), 2024
National Category
Economics Health Care Service and Management, Health Policy and Services and Health Economy
Identifiers
urn:nbn:se:umu:diva-221104 (URN)10.1371/journal.pone.0297450 (DOI)38329955 (PubMedID)2-s2.0-85184572881 (Scopus ID)
Funder
Familjen Erling-Perssons Stiftelse
Available from: 2024-02-29 Created: 2024-02-29 Last updated: 2024-02-29Bibliographically approved
Vu Quynh, M., Van Minh, H., Lindholm, L., Sun, S., Kim, G. B. & Sahlen, K.-G. (2024). Acceptability of the use of health related quality of life measurements for decision-making in healthcare science in Vietnam: a qualitative study. BMJ Open, 14(8), Article ID e082405.
Open this publication in new window or tab >>Acceptability of the use of health related quality of life measurements for decision-making in healthcare science in Vietnam: a qualitative study
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2024 (English)In: BMJ Open, E-ISSN 2044-6055, Vol. 14, no 8, article id e082405Article in journal (Refereed) Published
Abstract [en]

OBJECTIVE: This study was conducted with the objective of exploring the usage of health-related quality of life (HRQOL) outcomes and willingness of health technology assessment (HTA) and public health stakeholders to use the EQ-5D-5L instrument in healthcare decision-making processes in Vietnam.

METHOD: In this qualitative study, 11 interviews were held with key stakeholders involved in healthcare decision-making for HTA between June 2021 and June 2022. The interviewees included members of the Vietnamese pharmacoeconomic council and public-health professionals from a diverse array of regions of Vietnam. The data collection involved obtaining verbal consent, warm-up discussions and interviews conducted via Zoom, with subsequent verification by interviewees. The analysis employed a theoretical thematic approach, adopting a deductive methodology to identify and analyse underlying ideas and meanings within the empirical data.

RESULTS: This study highlights the general importance and viability of HRQOL measures, and more particularly the EQ-5D-5L instrument, in healthcare decision-making in Vietnam. Challenges have been identified, including insufficient recognition, interpretation, standardisation and educational initiatives relating to HRQOL measurements. This study advocates for official training programmes on HRQOL measurements, guidelines for the application of the EQ-5D-5L and an open HRQOL database in Vietnam. Concerns regarding validity and outcome variation in HRQOL measurements underline the necessity for continuous psychometric properties assessments and regular updates to national HRQOL data in the Vietnamese context.

CONCLUSION: HRQOL outcomes are important, and Vietnamese stakeholders express a readiness to employ the EQ-5D-5L in healthcare decision-making, especially HTA. Nevertheless, HRQOL measurements, including the EQ-5D-5L, are currently inadequately used in Vietnam, and further efforts are required to improve utilisation.

Keywords
health economics, health policy, quality of life
National Category
Health Care Service and Management, Health Policy and Services and Health Economy
Identifiers
urn:nbn:se:umu:diva-229569 (URN)10.1136/bmjopen-2023-082405 (DOI)39179276 (PubMedID)2-s2.0-85202267350 (Scopus ID)
Funder
Familjen Erling-Perssons Stiftelse
Available from: 2024-09-16 Created: 2024-09-16 Last updated: 2024-09-16Bibliographically approved
Swai, E. A., Moshi, H. I., Msuya, S. E., Lindkvist, M., Sörlin, A. & Sahlen, K.-G. (2024). Adaptive adjustment to the needs of families caring for children and adolescents with physical disabilities in north-eastern Tanzania: a grounded-theory study. Global Health Action, 17(1), Article ID 2354009.
Open this publication in new window or tab >>Adaptive adjustment to the needs of families caring for children and adolescents with physical disabilities in north-eastern Tanzania: a grounded-theory study
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2024 (English)In: Global Health Action, ISSN 1654-9716, E-ISSN 1654-9880, Vol. 17, no 1, article id 2354009Article in journal (Refereed) Published
Abstract [en]

BACKGROUND: Family interactions, which are always multi-faceted, are complicated further by family members with disabilities. In resource-poor settings, policies and programmes that address the needs of and challenges faced by families are often inaccessible or unavailable. Approximately 13% of the families in Tanzania have at least one member with a disability, yet family-centred research on caring for disabled children and adolescents is scarce in this context.

OBJECTIVE: The aim is to explore the needs and challenges faced by families that care for children and adolescents with physical disabilities in the Kilimanjaro Region of north-eastern Tanzania.

METHODS: This qualitative study had a constructivist grounded-theory design. In-depth interviews, using a semi-structured interview guide based on the social-capital framework, were conducted with 12 female participants aged between 24 and 80. A conceptual model of family needs, inspired by Maslow's hierarchy of needs, informed the analysis.

RESULTS: Challenging needs were grouped into five categories, which were linked to Maslow's hierarchy of needs and related to the central concept of 'adaptive adjustment': (1) 'barely surviving'; (2) 'safety needs in jeopardy'; (3) 'sociocultural protection'; (4) 'self-esteem far beyond reach', and (5) 'dreaming of self-actualisation'.

CONCLUSION: Families caring for children and adolescents with physical disabilities in north-eastern Tanzania have needs that extend beyond the available and accessible resources. Families can adjust and adapt by avoiding certain situations, accepting the reality of their circumstances and exploring alternative ways of coping. A sustainable support system, including social networks, is essential for meeting basic needs and ensuring safety.

Place, publisher, year, edition, pages
Taylor & Francis, 2024
Keywords
adaptive adjustment, challenging needs, Paediatrics, physical disabilities, public health
National Category
Public Health, Global Health, Social Medicine and Epidemiology
Identifiers
urn:nbn:se:umu:diva-225943 (URN)10.1080/16549716.2024.2354009 (DOI)001238292100001 ()38832537 (PubMedID)2-s2.0-85195017237 (Scopus ID)
Funder
Familjen Erling-Perssons Stiftelse
Available from: 2024-06-12 Created: 2024-06-12 Last updated: 2024-06-12Bibliographically approved
Sun, S., Stenberg, E., Luo, N., Franklin, K. A., Lindholm, L., Sahlen, K.-G. & Cao, Y. (2024). SF-6D normative values among patients undergoing bariatric surgery: results based on real-world evidence from the Scandinavian obesity surgery registry (SOREG). Obesity Surgery, 34, 558-567
Open this publication in new window or tab >>SF-6D normative values among patients undergoing bariatric surgery: results based on real-world evidence from the Scandinavian obesity surgery registry (SOREG)
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2024 (English)In: Obesity Surgery, ISSN 0960-8923, E-ISSN 1708-0428, Vol. 34, p. 558-567Article in journal (Refereed) Published
Abstract [en]

Background: The SF-6D index can be used to calculate quality-adjusted life years in economic evaluations, which is required by reimbursement agencies and national advisory bodies, including the Swedish ones. However, despite that SF-36 has been largely applied among patients undergoing bariatric surgery, almost no study has accessed the short form six-dimensions (SF-6D) after bariatric surgery.

Aim: To establish normative values for the SF-6D index among patients undergoing bariatric surgery.

Materials and Methods: All patients who received bariatric surgery in Sweden between 2011–01-01 and 2019–03-31 were obtained from the Scandinavian Obesity Surgery Registry (SOReg). Information includes patients’ sociodemographic characteristics, details regarding the procedure, and postsurgical conditions. The SF-36 is applied at baseline and at follow-up years 1, 2, and 5. The multiple sequential imputation method was applied to handle missingness on SF-6D items. Based on the UK tariff, the SF-6D preference scores were calculated. The normative values for the mean (SD) SF-6D index were reported by timepoint and surgical complications for men and women, respectively. Multivariate analyses were applied to investigate how the SF-6D index is associated with timepoint, controlling for age, sex, BMI, and comorbidities in a stepwise manner.

Results: The SF-6D index increased at 1 year relative to baseline and was roughly maintained at the same level at 2 years. The normative value of the SF-6D index can be used in economic evaluations for bariatric surgery. 

Place, publisher, year, edition, pages
Springer, 2024
Keywords
Bariatric surgery, Health preference, Normative value, Quality-adjusted life years, Real-world data, SF-6D
National Category
Surgery
Identifiers
urn:nbn:se:umu:diva-219487 (URN)10.1007/s11695-023-07024-0 (DOI)001137720100005 ()38189900 (PubMedID)2-s2.0-85181716238 (Scopus ID)
Funder
Forte, Swedish Research Council for Health, Working Life and Welfare, 2018–00896
Available from: 2024-01-24 Created: 2024-01-24 Last updated: 2024-05-08Bibliographically approved
Swai, E. A., Msuya, S. E., Moshi, H., Lindkvist, M., Sörlin, A. & Sahlen, K.-G. (2023). Children and adolescents with physical disabilities: describing characteristics and disability-related needs in the Kilimanjaro region, north-eastern Tanzania – a cross-sectional survey. BMJ Open, 13(1), Article ID e064849.
Open this publication in new window or tab >>Children and adolescents with physical disabilities: describing characteristics and disability-related needs in the Kilimanjaro region, north-eastern Tanzania – a cross-sectional survey
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2023 (English)In: BMJ Open, E-ISSN 2044-6055, Vol. 13, no 1, article id e064849Article in journal (Refereed) Published
Abstract [en]

Objectives: To describe the characteristics and disability-related needs of children and adolescents with physical disabilities in the Kilimanjaro region, North-Eastern Tanzania.

Design: A cross-sectional community survey was conducted from November 2020 to June 2021. Trained research assistants interviewed primary children’s carers using a questionnaire based on the International Classification of Functioning, Disability and Health-Children and Youth Framework. Data were analysed using IBM SPSS Statistics V.27. The Pearson χ2 test was used to examine differences between age, gender and self-reported needs. The independent t-test assessed difference in needs according to age and gender.

Setting: Kilimanjaro region, Tanzania.

Participants: Children and adolescents, aged 2–18 years, with physical disabilities (n=212).

Results: Almost 40% had severe speech (n=84) and joint mobility (n=79) impairments, and more than half (n=124) had severe or complete difficulties walking. In aspects of self-care (caring for body parts, toileting, dressing, eating and drinking), most had severe and complete difficulties. Almost 70% (n=135) of households were located near health facilities without rehabilitation services. About one-quarter (n=51) had never received rehabilitation services. More than 90% (n=196) needed assistive devices, and therapeutic exercises (n=193). Over three-quarters needed nutritional supplements (n=162).

Conclusion: Children and adolescents with physical disabilities in North-Eastern Tanzania have impaired speech and joint mobility, and difficulties in communication, self-care and walking. Rehabilitation services essential for addressing these impairments and activity limitations are either scarce or inaccessible. Action is needed to facilitate urban and rural access to rehabilitation services in order to improve the well-being of children and adolescents with physical disabilities.

Place, publisher, year, edition, pages
BMJ Publishing Group Ltd, 2023
National Category
Pediatrics
Research subject
Public health
Identifiers
urn:nbn:se:umu:diva-203833 (URN)10.1136/bmjopen-2022-064849 (DOI)000924512900004 ()36592996 (PubMedID)2-s2.0-85145491645 (Scopus ID)
Funder
Familjen Erling-Perssons StiftelseUmeå University
Available from: 2023-01-20 Created: 2023-01-20 Last updated: 2023-09-05Bibliographically approved
Kyaw, T. L., Ng, N., Theocharaki, M., Wennberg, P. & Sahlen, K.-G. (2023). Cost-effectiveness of digital tools for behavior change interventions among people with chronic diseases: systematic review. Interactive Journal of Medical Research, 12, Article ID e42396.
Open this publication in new window or tab >>Cost-effectiveness of digital tools for behavior change interventions among people with chronic diseases: systematic review
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2023 (English)In: Interactive Journal of Medical Research, E-ISSN 1929-073X, Vol. 12, article id e42396Article, review/survey (Refereed) Published
Abstract [en]

BACKGROUND: Chronic diseases, including cardiovascular diseases, diabetes, chronic obstructive pulmonary disease, and cerebrovascular diseases, contribute to the most significant disease burden worldwide, negatively impacting patients and their family members. People with chronic diseases have common modifiable behavioral risk factors, including smoking, alcohol overconsumption, and unhealthy diets. Digital-based interventions for promoting and sustaining behavioral changes have flourished in recent years, although evidence of the cost-effectiveness of such interventions remains inconclusive.

OBJECTIVE: In this study, we aimed to investigate the cost-effectiveness of digital health interventions for behavioral changes among people with chronic diseases.

METHODS: This systematic review evaluated published studies focused on the economic evaluation of digital tools for behavioral change among adults with chronic diseases. We followed the Population, Intervention, Comparator, and Outcomes framework to retrieve relevant publications from 4 databases: PubMed, CINAHL, Scopus, and Web of Science. We used the Joanna Briggs Institute's criteria for economic evaluation and randomized controlled trials to assess the risk of bias in the studies. Two researchers independently screened, assessed the quality, and extracted data from the studies selected for the review.

RESULTS: In total, 20 studies published between 2003 and 2021 fulfilled our inclusion criteria. All the studies were conducted in high-income countries. These studies used telephones, SMS text messaging, mobile health apps, and websites as digital tools for behavior change communication. Most digital tools for interventions focused on diet and nutrition (17/20, 85%) and physical activity (16/20, 80%), and a few focused on smoking and tobacco control (8/20, 40%), alcohol reduction (6/20, 30%), and reduction of salt intake (3/20, 15%). Most studies (17/20, 85%) used the health care payer perspective for economic analysis, and only 15% (3/20) used the societal perspective. Only 45% (9/20) of studies conducted a full economic evaluation. Most studies (7/20, 35%) based on full economic evaluation and 30% (6/20) of studies based on partial economic evaluation found digital health interventions to be cost-effective and cost-saving. Most studies had short follow-ups and failed to include proper indicators for economic evaluation, such as quality-adjusted life-years, disability-adjusted life-years, lack of discounting, and sensitivity analysis.

CONCLUSIONS: Digital health interventions for behavioral change among people with chronic diseases are cost-effective in high-income settings and can therefore be scaled up. Similar evidence from low- and middle-income countries based on properly designed studies for cost-effectiveness evaluation is urgently required. A full economic evaluation is needed to provide robust evidence for the cost-effectiveness of digital health interventions and their potential for scaling up in a wider population. Future studies should follow the National Institute for Health and Clinical Excellence recommendations to take a societal perspective, apply discounting, address parameter uncertainty, and apply a lifelong time horizon.

Place, publisher, year, edition, pages
JMIR Publications, 2023
Keywords
behavior, chronic diseases, cost-effectiveness, digital tools, lifestyle, mobile phone, systematic review
National Category
Public Health, Global Health, Social Medicine and Epidemiology Health Care Service and Management, Health Policy and Services and Health Economy
Research subject
Public health
Identifiers
urn:nbn:se:umu:diva-205443 (URN)10.2196/42396 (DOI)000976564200003 ()36795470 (PubMedID)
Funder
Forte, Swedish Research Council for Health, Working Life and Welfare, 2018-01461
Available from: 2023-03-06 Created: 2023-03-06 Last updated: 2023-09-05Bibliographically approved
Norström, F., Zingmark, M., Pettersson-Strömbäck, A., Sahlen, K.-G., Öhrling, M. & Bölenius, K. (2023). How does the distribution of work tasks among home care personnel relate to workload and health-related quality of life?. International Archives of Occupational and Environmental Health, 96(8), 1167-1181
Open this publication in new window or tab >>How does the distribution of work tasks among home care personnel relate to workload and health-related quality of life?
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2023 (English)In: International Archives of Occupational and Environmental Health, ISSN 0340-0131, E-ISSN 1432-1246, Vol. 96, no 8, p. 1167-1181Article in journal (Refereed) Published
Abstract [en]

Background: The work for Swedish home care workers is challenging with a variety of support and healthcare tasks for home care recipients. The aim of our study is to investigate how these tasks relate to workload and health-related quality of life among home care workers in Sweden. We also explore staff preferences concerning work distribution.

Methods: A cross-sectional study was conducted in 16 municipalities in Northern Sweden. Questionnaires with validated instruments to measure workload (QPSNordic) and health-related quality of life (EQ-5D), were responded by 1154 (~ 58%) of approximately 2000 invited home care workers. EQ-5D responses were translated to a Quality-adjusted life-year (QALY) score. For 15 different work task areas, personnel provided their present and preferred allocation. Absolute risk differences were calculated with propensity score weighting.

Results: Statistically significantly more or fewer problems differences were observed for: higher workloads were higher among those whose daily work included responding to personal alarms (8.4%), running errands outside the home (14%), rehabilitation (13%) and help with bathing (11%). Apart from rehabilitation, there were statistically significantly more (8–10%) problems with anxiety/depression for these tasks. QALY scores were lower among those whose daily work included food distribution (0.034) and higher for daily meal preparation (0.031), both explained by pain/discomfort dimension. Personnel preferred to, amongst other, spend less time responding to personal alarms, and more time providing social support.

Conclusion: The redistribution of work tasks is likely to reduce workload and improve the health of personnel. Our study provides an understanding of how such redistribution could be undertaken.

Place, publisher, year, edition, pages
Springer, 2023
Keywords
EQ-5D, Health care, Occupational health, QPSNordic, Sweden, Work environment
National Category
Occupational Health and Environmental Health Health Care Service and Management, Health Policy and Services and Health Economy
Identifiers
urn:nbn:se:umu:diva-212245 (URN)10.1007/s00420-023-01997-2 (DOI)2-s2.0-85164466556 (Scopus ID)
Funder
Forte, Swedish Research Council for Health, Working Life and Welfare, 2015-00647
Available from: 2023-07-20 Created: 2023-07-20 Last updated: 2023-12-22Bibliographically approved
Sun, S., Jonsson, H., Sahlen, K.-G., Andén, M., Beckman, L. & Fransson, P. (2023). Is ultra-hypo-fractionated radiotherapy more cost-effective relative to conventional fractionation in treatment of prostate cancer? A cost–utility analysis alongside a randomized HYPO-RT-PC trial. European Journal of Health Economics, 24, 237-246
Open this publication in new window or tab >>Is ultra-hypo-fractionated radiotherapy more cost-effective relative to conventional fractionation in treatment of prostate cancer? A cost–utility analysis alongside a randomized HYPO-RT-PC trial
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2023 (English)In: European Journal of Health Economics, ISSN 1618-7598, E-ISSN 1618-7601, Vol. 24, p. 237-246Article in journal (Refereed) Published
Abstract [en]

Background: Economic evidence for comparing low fraction with ultra-hypo fractionated (UHF) radiation therapy in the treatment of intermediate-to-high-risk prostate cancer (PC) is lacking, especially in Europe. This study presents an economic evaluation performed alongside an ongoing clinical trial.

Aim: To investigate up to 6 years’ follow-up whether conventional fractionation (CF, 78.0 Gy in 39 fractions, 5 days per week for 8 weeks) is more cost-effective than UHF (42.7 Gy in 7 fractions, 3 days per week for 2.5 weeks inclusive of 2 weekends) radiotherapy in treatment for patients with intermediate-to-high-risk PC.

Method: HYPO-RT-PC trial is an open-label, randomized, multicenter (10 in Sweden; 2 in Denmark) phase-3 trial. Patients from Sweden (CF 434; UHF 445) were included in this study. The trial database was linked to the National Patient Registry (NPR). Costs for inpatient/non-primary outpatient care for each episode were retrieved. For calculating Quality-adjusted life years (QALYs), the EORTC QLQ-C30 questionnaire was mapped to the EQ-5D-3L index. Multivariable regression analyses were used to compare the difference in costs and QALYs, adjusting for age and baseline costs, and health status. The confidence interval for the difference in costs, QALYs and incremental cost-effectiveness ratio effectiveness ratio (ICER) was estimated by the bootstrap percentile method.

Results: No significant differences were found in ICER between the two arms after 6 years of follow-up.

Conclusion: The current study did not support that the ultra-hypo-fractionated treatment was more cost-effective than the conventional fraction treatment up to the sixth year of the trial.

Place, publisher, year, edition, pages
Springer, 2023
Keywords
Cost–utility analysis, Prostate cancer, Within-trial economic evaluation, Radiotherapy, Intermediate-to-highrisk cancer
National Category
Cancer and Oncology
Research subject
Radiography; Economics
Identifiers
urn:nbn:se:umu:diva-194827 (URN)10.1007/s10198-022-01467-5 (DOI)000797784900001 ()35587847 (PubMedID)2-s2.0-85130499893 (Scopus ID)
Funder
Prostatacancerförbundet
Available from: 2022-05-19 Created: 2022-05-19 Last updated: 2023-07-13Bibliographically approved
Sun, S., Stenberg, E., Cao, Y., Lindholm, L., Sahlen, K.-G., Franklin, K. A. & Luo, N. (2023). Mapping the obesity problems scale to the SF-6D: results based on the Scandinavian Obesity Surgery Registry (SOReg). European Journal of Health Economics, 24, 279-292
Open this publication in new window or tab >>Mapping the obesity problems scale to the SF-6D: results based on the Scandinavian Obesity Surgery Registry (SOReg)
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2023 (English)In: European Journal of Health Economics, ISSN 1618-7598, E-ISSN 1618-7601, Vol. 24, p. 279-292Article in journal (Refereed) Published
Abstract [en]

BACKGROUND: Obesity Problem Scale (OP) is a widely applied instrument for obesity, however currently calculation of health utility based on OP is not feasible as it is not a preference-based measure. Using data from the Scandinavian Obesity Surgery Registry (SOReg), we sought to develop a mapping algorithm to estimate SF-6D utility from OP. Furthermore, to test whether the mapping algorithm is robust to the effect of surgery.

METHOD: The source data SOReg (n = 36 706) contains both OP and SF-36, collected at pre-surgery and at 1, 2 and 5 years post-surgery. The Ordinary Least Square (OLS), beta-regression and Tobit regression were used to predict the SF-6D utility for different time points respectively. Besides the main effect model, different combinations of patient characteristics (age, sex, Body Mass Index, obesity-related comorbidities) were tested. Both internal validation (split-sample validation) and validation with testing the mapping algorithm on a dataset from other time points were carried out. A multi-stage model selection process was used, accessing model consistency, parsimony, goodness-of-fit and predictive accuracy. Models with the best performance were selected as the final mapping algorithms.

RESULTS: The final mapping algorithms were based on OP summary score using OLS models, for pre- and post-surgery respectively. Mapping algorithms with different combinations of patients' characteristics were presented, to satisfy the user with a different need.

CONCLUSION: This study makes available algorithms enabling crosswalk from the Obesity Problem Scale to the SF-6D utility. Different mapping algorithms are recommended for the mapping of pre- and post-operative data.

Place, publisher, year, edition, pages
Springer-Verlag New York, 2023
Keywords
Cross-walk, Health utility, Mapping, Obesity, Obesity-problem scale (OP), Quality of life (QOL), SF-6D
National Category
Surgery
Identifiers
urn:nbn:se:umu:diva-202669 (URN)10.1007/s10198-022-01473-7 (DOI)000798119000001 ()35596099 (PubMedID)2-s2.0-85130222208 (Scopus ID)
Funder
Forte, Swedish Research Council for Health, Working Life and Welfare, 2018–00896
Available from: 2023-01-12 Created: 2023-01-12 Last updated: 2024-02-08Bibliographically approved
Sun, S., Stenberg, E., Lindholm, L., Sahlen, K.-G., Franklin, K. A., Luo, N. & Cao, Y. (2023). Prediction of quality-adjusted life years (QALYs) after bariatric surgery using regularized linear regression models: results from a Swedish nationwide quality register. Obesity Surgery, 33(8), 2452-2462
Open this publication in new window or tab >>Prediction of quality-adjusted life years (QALYs) after bariatric surgery using regularized linear regression models: results from a Swedish nationwide quality register
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2023 (English)In: Obesity Surgery, ISSN 0960-8923, E-ISSN 1708-0428, Vol. 33, no 8, p. 2452-2462Article in journal (Refereed) Published
Abstract [en]

Purpose: To investigate whether the quality-adjusted life years (QALYs) of the patients who underwent bariatric surgery could be predicted using their baseline information.

Materials and Methods: All patients who received bariatric surgery in Sweden between January 1, 2011 and March 31, 2019 were obtained from the Scandinavian Obesity Surgery Registry (SOReg). Baseline information included patients' sociodemographic characteristics, details regarding the procedure, and postsurgical conditions. QALYs were assessed by the SF-6D at follow-up years 1 and 2. The general and regularized linear regression models were used to predict postoperative QALYs.

Results: All regression models demonstrated satisfactory and comparable performance in predicting QALYs at follow-up year 1, with R2 and relative root mean squared error (RRMSE) values of about 0.57 and 9.6%, respectively. The performance of the general linear regression model increased with the number of variables; however, the improvement was ignorable when the number of variables was more than 30 and 50 for follow-up years 1 and 2, respectively. Although minor L1 and L2 regularization provided better prediction ability, the improvement was negligible when the number of variables was more than 20. All the models showed poorer performance for predicting QALYs at follow-up year 2.

Conclusions: Patient characteristics before bariatric surgery including health related quality of life, age, sex, BMI, postoperative complications within six weeks, and smoking status, may be adequate in predicting their postoperative QALYs after one year. Understanding these factors can help identify individuals who require more personalized and intensive support before, during, and after surgery. 

Place, publisher, year, edition, pages
Springer, 2023
Keywords
Bariatric surgery, Prediction, Quality-adjusted life years, Real-world data, SF-6D
National Category
Surgery
Identifiers
urn:nbn:se:umu:diva-210892 (URN)10.1007/s11695-023-06685-1 (DOI)001013018400001 ()37322243 (PubMedID)2-s2.0-85161825147 (Scopus ID)
Funder
Forte, Swedish Research Council for Health, Working Life and Welfare, 2018–00896
Available from: 2023-06-28 Created: 2023-06-28 Last updated: 2024-02-08Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-3975-4868

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