Fitting semiparametric transformation regression models to data from a modified case-cohort design

Biometrika ◽  
2001 ◽  
Vol 88 (1) ◽  
pp. 255-268 ◽  
Author(s):  
H. Y. Chen
2013 ◽  
Vol 31 (15_suppl) ◽  
pp. 6546-6546
Author(s):  
Michael Edward Stokes ◽  
Hans-Peter Goertz ◽  
Veronica Alas ◽  
Carolina Reyes ◽  
Elyse Gatt ◽  
...  

6546 Background: Oral chemotherapy is increasingly prescribed to treat cancer. Despite benefits such as convenience of use, concerns have been raised regarding adherence to therapy. The objective was to compare and measure rates of adherence and abandonment in patients filling prescriptions in traditional retail versus specialty pharmacy channels. Methods: Using a retrospective cohort design, we selected patients aged ≥18 years with a prescription for erlotinib, capecitabine, or imatinib during 2007-2011 from a Medco population of both U.S. commercial and Medicare health plans. Patients were classified according to the initial oral oncolytic received and the pharmacy channel providing the medication. Abandonment was defined as a reversal following the initial approval of the prescription claim with no additional paid claims for the agent within 90 days of reversal. Adherence was defined as the proportion of days covered between the date of the first and last oral prescription. Patients were classified as adherent if the proportion of days covered was ≥80%. Unadjusted comparisons of adherence and abandonment measures were assessed using chi-square tests. Logistic regression models adjusted for baseline characteristics were used to examine the impact of pharmacy channel on abandonment and adherence. Results: Among patients treated with an oral oncolytic, 15,071 were prescribed erlotinib, 20,062 were prescribed capecitabine and 7,233 were prescribed imatinib. For all study cohorts, Medco specialty channel had the highest proportion of adherent patients compared with traditional retail (erlotinib 84% vs. 80%, capecitabine 63% vs. 35%, and imatinib 72% vs. 67%, P<.001 all comparisons). Abandonment of the initial prescription was low with overall rates of 1.9%, 1.6%, and 1.2% for erlotinib, capecitabine, and imatinib, respectively. In multivariate models, specialty channel was significantly associated with lower abandonment and increased adherence for each cohort. Conclusions: Pharmacy channel appears to be influential on abandonment and adherence. Lower rates of abandonment and higher rates of adherence were observed among specialty pharmacy patients compared with traditional retail.


2021 ◽  
Vol 10 (3) ◽  
pp. 435
Author(s):  
Benjamin J. R. Buckley ◽  
Stephanie L. Harrison ◽  
Elnara Fazio-Eynullayeva ◽  
Paula Underhill ◽  
Deirdre A. Lane ◽  
...  

Progression of atrial fibrillation (AF) is associated with worsened prognosis for cardiovascular events and mortality. Exercise-based-cardiac rehabilitation programmes have shown preliminary promise for primary and secondary prevention of AF. Yet, such interventions are typically reserved for patients with acute coronary syndrome or undergoing revascularization. Using a retrospective cohort design, the present study investigated the association of exercise-based cardiac rehabilitation on the progression of paroxysmal to sustained AF, compared to propensity-matched controls. Patients with a diagnosis of paroxysmal AF were compared between those with and without an electronic medical record of exercise-based cardiac rehabilitation within 6-months of diagnosis. Using cox regression models, we ascertained odds of 2-year incidence for AF progression. This cohort of 9808 patients with paroxysmal AF demonstrated that exercise-based cardiac rehabilitation was associated with 26% lower odds of AF progression (odds ratio 0.74, 95% CI 0.66–0.83) compared to propensity-matched controls. This beneficial effect seemed to vary across patient subgroups. In conclusion, findings revealed that exercise-based cardiac rehabilitation was associated with significantly lower odds of progression from paroxysmal to sustained AF at 2-years follow-up compared to propensity-matched controls.


2020 ◽  
Vol 21 (2) ◽  
pp. 169-194
Author(s):  
Marta Kajzer-Wietrzny ◽  
Ilmari Ivaska

Empirical Translation Studies have recently extended the scope of research to other forms of constrained and mediated communication, including bilingual communication, editing, and intralingual translation. Despite the diversity of factors accounted for so far, this new strand of research is yet to take the leap into intermodal comparisons. In this paper we look at Lexical Diversity (LD), which under different guises, has been studied both within Translation Studies (TS) and Second Language Acquisition (SLA). LD refers to the rate of word repetition, and vocabulary size and depth, and previous research indicates that translated and non-native language tends to be less lexically diverse. There is, however, no study that would investigate both varieties within a unified methodological framework. The study reported here looks at LD in spoken and written modes of constrained and non-constrained language. In a two-step analysis involving Exploratory Factor Analysis and linear mixed-effects regression models we find interpretations to be least lexically diverse and written non-constrained texts to be most diverse. Speeches delivered impromptu are less diverse than those read out loud and the non-constrained texts are more sensitive to such delivery-related differences than the constrained ones.


Sign in / Sign up

Export Citation Format

Share Document