Estimated Loss of Lifetime Employment Duration for Patients Undergoing Maintenance Dialysis in Taiwan

Author(s):  
Yu-Tzu Chang ◽  
Fuhmei Wang ◽  
Wen-Yen Huang ◽  
Hsuan Hsiao ◽  
Jung-Der Wang ◽  
...  

Background and objectivesAn accurate estimate of the loss of lifetime employment duration resulting from kidney failure can facilitate comprehensive evaluation of societal financial burdens.Design, setting, participants, & measurementsAll patients undergoing incident dialysis in Taiwan during 2000–2017 were identified using the National Health Insurance Research Database. The corresponding age-, sex-, and calendar year-matched general population served as the referents. The survival functions and the employment states of the index cohort (patients on dialysis) and their referents for each age strata were first calculated, and then extrapolated until age 65 years, where the sum of the product of the survival function and the employment states was the lifetime employment duration. The difference in lifetime employment duration between the index and referent cohort was the loss of lifetime employment duration. Extrapolation of survival function and relative employment-to-population ratios were estimated by the restricted cubic spline models and the quadratic/linear models, respectively.ResultsA total of 83,358 patients with kidney failure were identified. Men had a higher rate of employment than women in each age strata. The expected loss of lifetime employment duration for men with kidney failure was 11.8, 7.6, 5.7, 3.8, 2.3, 1.0, and 0.2 years for those aged 25–34, 35–40, 41–45, 46–50, 51–55, 56–60, and 61–64 years, respectively; and the corresponding data for women was 10.5, 10.1, 7.9, 5.6, 3.3, 1.5, and 0.3 years, respectively. The values for loss of lifetime employment duration divided by loss of life expectancy were all >70% for women and >88% for men across the different age strata. The sensitivity analyses indicated that the results were robust.ConclusionsThe loss of lifetime employment duration in patients undergoing dialysis mainly originates from loss of life expectancy.

Circulation ◽  
2014 ◽  
Vol 130 (suppl_2) ◽  
Author(s):  
Patricia A Cowper ◽  
Shubin Sheng ◽  
Kevin J Anstrom ◽  
Judith A Stafford ◽  
Renato D Lopes ◽  
...  

Background: In Apixaban for Reduction in Stroke and Other Thromboembolic Events in Atrial Fibrillation (ARISTOTLE), apixaban (vs. warfarin) significantly reduced stroke, death, and major bleeding in 18,201 patients with atrial fibrillation (AF). We assessed the cost-effectiveness of apixaban vs. warfarin from the perspective of the US health care system. Methods: Resource use (service dates, intensive care days, days on drug) was obtained from ARISTOTLE case report forms. Unit costs for components of hospital-based care of AF patients were estimated with generalized linear models using the national Premier database. Daily cost of anticoagulants was based on current acquisition cost (apixaban=$9.49; warfarin=$0.09) for 10 years, after which time apixaban was valued at projected costs of generic substitutes ($1.89). Physician services and anticoagulant monitoring were valued using Medicare fees. Within-trial costs were estimated using inverse probability weighting for differential follow-up. Survival was modeled with patient-level ARISTOTLE data using a two stage approach that combined a time-based Cox model for the within-trial period and an age-based Cox model for extrapolation. Uncertainty surrounding estimates of cost, life expectancy and cost/per life year gained was characterized with bootstraps and sensitivity analyses. Results: After 2 years, costs in the US cohort (n=3417) excluding study drug and monitoring averaged $306 less with apixaban than warfarin ($6257 vs. $6563). This difference was more than offset by higher apixaban anticoagulation costs ($6160 vs. $1181), resulting in an overall increase of $4673/patient. Over a lifetime, gains in life expectancy with apixaban (9.92 vs. 9.69; p<.001) were achieved at an additional cost of $17,564 ($29,447 vs. $11,883; p<.001), yielding a cost-effectiveness ratio (ICER) of $76,365/life year gained (85% likelihood of meeting $110,000 willingness to pay threshold). Cost-effectiveness was most sensitive to cost of apixaban. Conclusions: Reductions in mortality, stroke, and bleeding observed in ARISTOTLE translate to significant increases in life expectancy. At an estimated ICER of $76,365/life year gained, apixaban is a cost-effective alternative to warfarin.


2021 ◽  
pp. injuryprev-2020-043943
Author(s):  
Wei-Chih Lien ◽  
Wei-Ming Wang ◽  
Fuhmei Wang ◽  
Jung-Der Wang

BackgroundThe objectives of this research were to determine the savings of loss-of-life expectancy (LE) and lifetime medical costs (LMC) from prevention of spinal cord injuries (SCI) in Taiwan.MethodsFrom the claims database of Taiwan National Health Insurance, we identified 6164 adult patients with newly diagnosed SCI with permanent functional disability from 2000 to 2015 and followed them until the end of 2016. We estimated survival function through the Kaplan-Meier method and extrapolated it to lifetime.ResultsFor the SCI cohort, the LE and loss-of-LE were 17.6 and 13.3 years, respectively, while those for SCI with coding of external causes (E-code) were 18.1 and 13.0 years, respectively. For the SCI cohort with E-code, the loss-of-LE of motor vehicle (MV)-related SCI was significantly higher than that of fall-related SCI. In young and middle-aged patients with SCI with E-code, the loss-of-LE of MV-related paraplegia was significantly higher than that of MV-related quadriplegia and fall-related SCI. With a 3% discount rate, the LMC for patients with SCI after diagnosis were US$82 772, while those for patients with SCI with E-code were US$81 473. The LMC and the cost per year for those living with quadriplegia were significantly higher than those for paraplegia in all age groups, possibly related to the higher frequencies of stroke, chronic lung disease and dementia.ConclusionsWe conclude that quadriplegia has a higher impact on medical costs than paraplegia, and MV-related SCI has a higher impact on loss-of-LE than fall-related SCI. We recommend comprehensive SCI prevention be established, including infrastructures of construction and transportation.


2019 ◽  
Vol 121 (11) ◽  
pp. 973-978 ◽  
Author(s):  
Anton Pottegård ◽  
Sidsel Arnspang Pedersen ◽  
Sigrun Alba Johannesdottir Schmidt ◽  
Chaw-Ning Lee ◽  
Chao-Kai Hsu ◽  
...  

Abstract Background The antihypertensive agent hydrochlorothiazide has been associated with increased risks of non-melanoma skin cancer (NMSC) and possibly some melanoma subtypes. Previous studies were, however, conducted in predominantly Caucasian populations. We therefore examined the association between hydrochlorothiazide and skin cancer risk in an Asian population. Methods By using Taiwan’s National Health Insurance Research Database (NHIRD), we conducted three separate case–control studies of lip cancer, non-lip non-melanoma skin cancer and melanoma. Cases (n = 29,082) with a first-ever skin cancer diagnoses (2008–2015) were matched 1:10 to population controls. We estimated odds ratios (ORs) associating hydrochlorothiazide use with skin cancer risk by using conditional logistic regression. Results Hydrochlorothiazide use showed no overall association with any of the three outcomes: ORs for high cumulative use of HCTZ (≥50,000 mg) were 0.86 (95% CI 0.09–7.81) for lip cancer, 1.16 (95% CI 0.98–1.37) for non-lip NMSC and 1.07 (95% CI 0.65–1.76) for melanoma. There was some evidence of a dose–response pattern for non-lip NMSC, with an OR of 1.66 (95% CI 0.82–3.33) for 100,000–149,999 mg of HCTZ. The null findings were robust across subgroup and sensitivity analyses. Conclusion Use of HCTZ appears safe in terms of skin cancer risk in an Asian population.


2021 ◽  
Vol 39 (15_suppl) ◽  
pp. e19505-e19505
Author(s):  
Lori A. Leslie ◽  
Nilesh Gangan ◽  
Hiangkiat Tan ◽  
Qing Huang

e19505 Background: In patients with CLL/SLL, high risk genetic abnormalities are associated with inferior responses to CIT, and the economic burden of this remains uncertain. This study aimed to compare real world clinical and economic outcomes in high risk and perceived non-high risk patients initiating 1L CIT. Methods: This retrospective cohort study identified patients with CLL/SLL from the HealthCore Integrated Research Database representing a national managed care population with over 58 million members. Medical records were obtained for eligible patients who initiated 1L CIT between 1/1/2007 and 7/31/2019 and underwent prognostic testing to classify them as high risk (HR: del17p, TP53 mutation, del11q or unmutated IGHV) or as non-high risk by FISH only (NHR: non-del17p and non-del11q). The first CIT claim date was the index date. Patients were required to have ≥12 months of pre-index and ≥30 days of post-index eligibility. Study outcomes included testing rate, time to next treatment (NT) or death, time to treatment failure (TF; defined as time to change of therapy, non-chemotherapy intervention, hospice care or death), and total plan paid costs (medical + pharmacy) per patient per month (PPPM) in the 1L period. Cox proportional hazard models and generalized linear models were used to calculate adjusted hazard ratio or rate ratio. Results: Among the 1,808 patients with CLL/SLL, 612 were FISH or IGHV tested and the rate of testing increased from 2007 to 2019 (30% to 44%), especially after adding ibrutinib for 1L CLL with del17p in NCCN guidelines v4.2014. Risk status was available for 253 patients (HR: 119; NHR: 134), with 80% of patients initiating 1L BR/FCR-based therapy in both cohorts. Median follow up was 26.4 vs. 25.8 months (HR vs NHR). HR patients had 65% higher risk of NT/death (median time: 2.4 vs 3.7 years), and 65% higher risk of TF (median time: 3.0 vs 4.9 years) compared to NHR patients (Table). The total costs PPPM were also significantly higher for HR patients in the 1L period ($12,194 vs $9,055, p=0.027; Rate Ratio=1.33, p<0.001). Conclusions: Initiating 1L CIT among HR patients with CLL/SLL was associated with increased risks of NT/death, TF, and higher costs compared to NHR patients identified by FISH only. Assessment of cytogenetic/molecular risk status for appropriate treatment is vital to optimize clinical and economic outcomes, especially in the novel agent era. Recent testing practices to assess genetic risk in CLL remains suboptimal.[Table: see text]


2019 ◽  
Vol 114 (9) ◽  
pp. 1478-1487 ◽  
Author(s):  
Kunlin Xie ◽  
Chien-Hua Chen ◽  
Shan-Pou Tsai ◽  
Po-Jung Lu ◽  
Hong Wu ◽  
...  

2017 ◽  
Vol 28 (11) ◽  
pp. 1750132 ◽  
Author(s):  
Trevor Fenner ◽  
Eric Kaufmann ◽  
Mark Levene ◽  
George Loizou

Human dynamics and sociophysics suggest statistical models that may explain and provide us with better insight into social phenomena. Contextual and selection effects tend to produce extreme values in the tails of rank-ordered distributions of both census data and district-level election outcomes. Models that account for this nonlinearity generally outperform linear models. Fitting nonlinear functions based on rank-ordering census and election data therefore improves the fit of aggregate voting models. This may help improve ecological inference, as well as election forecasting in majoritarian systems. We propose a generative multiplicative decrease model that gives rise to a rank-order distribution and facilitates the analysis of the recent UK EU referendum results. We supply empirical evidence that the beta-like survival function, which can be generated directly from our model, is a close fit to the referendum results, and also may have predictive value when covariate data are available.


Author(s):  
Hao-Ming Li ◽  
Shi-Zuo Liu ◽  
Ying-Kai Huang ◽  
Yuan-Chih Su ◽  
Chia-Hung Kao

Appendicitis is a common surgical condition for children. However, environmental effects, such as piped water supply, on pediatric appendicitis risk remain unclear. This longitudinal, nationwide, cohort study aimed to compare the risk of appendicitis among children with different levels of piped water supply. Using data from Taiwan Water Resource Agency and National Health Insurance Research Database, we identified 119,128 children born in 1996–2010 from areas of the lowest piped water supply (prevalence 51.21% to 63.06%) as the study cohort; additional 119,128 children of the same period in areas of the highest piped water supply (prevalence 98.97% to 99.63%) were selected as the controls. Both cohorts were propensity-score matched by baseline variables. We calculated the hazard ratios (HRs) and 95% confidence intervals (CIs) of appendicitis in the study cohort compared to the controls by Cox proportional hazards regression. The study cohort had a raised overall incidence rates of appendicitis compared to the control cohort (12.8 vs. 8.7 per 10,000 person-years). After covariate adjustment, the risk of appendicitis was significantly increased in the study cohort (adjusted HR = 1.46, 95% CI: 1.35, 1.58, p < 0.001). Subgroup and sensitivity analyses showed consistent results that children with low piped water supply had a higher risk of appendicitis than those with high piped water supply. This study demonstrated that children with low piped water supply were at an increased risk of appendicitis. Enhancement of piped water availability in areas lacking adequate, secure, and sanitized water supply may protect children against appendicitis.


2020 ◽  
Vol 65 ◽  
pp. 101686
Author(s):  
Kou Kou ◽  
Paramita Dasgupta ◽  
Susanna M. Cramb ◽  
Xue Q. Yu ◽  
Therese M.-L. Andersson ◽  
...  

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