Estimating the causal effect of zidovudine on CD4 count with a marginal structural model for repeated measures

2002 ◽  
Vol 21 (12) ◽  
pp. 1689-1709 ◽  
Author(s):  
Miguel A. Hernán ◽  
Babette A. Brumback ◽  
James M. Robins
2004 ◽  
Vol 23 (5) ◽  
pp. 749-767 ◽  
Author(s):  
Babette A. Brumback ◽  
Miguel A. Hernán ◽  
Sebastien J. P. A. Haneuse ◽  
James M. Robins

2018 ◽  
Vol 9 (1) ◽  
pp. 18-32 ◽  
Author(s):  
Valerio Baćak ◽  
Mohammad Ehsanul Karim

In this study, we contribute to the emerging scholarship at the intersection of crime and health by estimating the effect of serious offending on offenders’ health. By building on sociological stress research, we identify and adjust for the key life course processes that may intervene on the pathway from offending to health using a rich set of measures available in the panel data from the National Longitudinal Study of Adolescent to Adult Health. Because offending and health share many causes and consequences, a critical challenge is accounting for confounding and mediation that unfold over time. We adjust for these time-varying processes by estimating repeated measures marginal structural models with inverse probability of treatment weights. The results show that offending over the life course is adversely linked to health but not uniformly across race and gender.


2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Eun-San Kim ◽  
Chang-yup Kim

AbstractContinuity of care is a core dimension of high-quality care in the management of disease. The purpose of this study was to investigate the association between continuity of care and lumbar surgery in patients with moderate disc herniation. The Korean National Sample Cohort was used. The target population consisted of patients who have had disc herniation more than 6 months and didn’t get surgery and red flag signs within 6 months from onset. The population was enrolled from 2004 to 2013. The Bice-Boxerman Continuity of Care was used in measuring continuity of care. The marginal structural model with time dependent survival analysis was used. In total, 29,061 patients were enrolled in the cohort. High level of continuity of care was associated with a lower risk of lumbar surgery (HR, 0.27; 95% CI, 0.20–0.27). When the index was calculated only with outpatient visits to primary care with related specialty, the HR was 0.49 (95% CI: 0.43–0.57). In exploratory analysis, patients with lumbar stenosis and spondylolisthesis had higher risk of having a low level of continuity of care. These results indicate that continuity of care is associated with lower rates of lumbar surgery in patients with moderate disc herniation.


Author(s):  
Cherry Yin-Yi Chang ◽  
Chih-Hsin Muo ◽  
Yi-Chun Yeh ◽  
Chung-Yen Lu ◽  
William Wu-Chou Lin ◽  
...  

Abstract Using claims data from the universal health insurance program of Taiwan, we conducted a retrospective cohort study to investigate whether endometriosis and hormone therapy are associated with the risk of developing hyperlipidemia. We selected 9,155 women aged 20–55 years with endometriosis diagnosed during the period 2000–2013 and 212,641 women without endometriosis with a median follow-up time of 7 years. Among patients with endometriosis, 86% of cases were identified on the basis of diagnosis codes with an ultrasound claim, and 14% were defined by diagnostic laparoscopy or surgical treatments. In a Cox proportional hazards model, the adjusted hazard ratio was 1.30 (95% confidence interval (CI): 1.19, 1.41) for all women, 1.04 (95% CI: 0.81, 1.32) for women under 35 years of age, 1.17 (95% CI: 1.03, 1.32) for women aged 35–44 years, and 1.34 (95% CI: 1.18, 1.52) for women aged 45–54 years. Hysterectomy and/or bilateral oophorectomy accounted for 46.9% of the association between endometriosis and hyperlipidemia, and hormone therapy accounted for 21.6%. Among women with endometriosis, the marginal structural model approach adjusting for time-varying hysterectomy/bilateral oophorectomy showed no association between use of hormone medications and risk of hyperlipidemia. We concluded that women with endometriosis are at increased risk of hyperlipidemia; use of hormone therapy by these women was not independently associated with the development of hyperlipidemia.


2019 ◽  
Vol 34 (2) ◽  
pp. 123-133
Author(s):  
Hamid Emadi-Koochak ◽  
Zeinab Siami ◽  
Jayran zebardast ◽  
SeyedAhmad SeyedAlinaghi ◽  
Ali Asadollahi-Amin

Purpose During the ART era, persistent immune activation remains a significant challenge in people living with HIV (PLWH). Microbial translocation play an essential role in this setting. Probiotics have several immunological benefits which can reverse this process. The purpose of this paper is to investigate the safety and efficacy of probiotics on CD4 counts among Iranian PLWH. Design/methodology/approach In total, 50 PLWH with CD4 counts above 350 cells/mm3 did not receive ART participated in a randomized, double-blind trial and underwent 24 weeks of treatment with either LactoCare® or placebo twice daily. CD4 counts of the patients were measured at baseline, 12 weeks and 24 later in the two groups. Side effects were measured monthly using a specific checklist. Findings The mean CD4 count of the patients showed a significant difference between the two groups after six months. Through six months follow up, the mean CD4 count of the patients showed a significant reduction as compared to the baseline in the placebo group; however, it did not show a significant difference in the probiotic group. Repeated Measures Anova test showed a significant effect for time × treatment interaction on the CD4 count during the trial course. No significant difference between the two groups concerning adverse events was reported. Originality/value It seems the use of probiotics in PLWH with a CD4 count above 350 cells/mm3 who are not receiving antiretroviral drugs is safe and can reduce the devastating process of CD4+ T cells in these patients.


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