Literature DB >> 29718751

Regression Discontinuity and Randomized Controlled Trial Estimates: An Application to The Mycotic Ulcer Treatment Trials.

Catherine E Oldenburg1, N Venkatesh Prajna2, Tiruvengada Krishnan3, Revathi Rajaraman4, Muthiah Srinivasan2, Kathryn J Ray1, Kieran S O'Brien1, M Maria Glymour5, Travis C Porco1,5,6, Nisha R Acharya1,5,6, Jennifer Rose-Nussbaumer1,6, Thomas M Lietman1,5,6.   

Abstract

PURPOSE: We compare results from regression discontinuity (RD) analysis to primary results of a randomized controlled trial (RCT) utilizing data from two contemporaneous RCTs for treatment of fungal corneal ulcers.
METHODS: Patients were enrolled in the Mycotic Ulcer Treatment Trials I and II (MUTT I & MUTT II) based on baseline visual acuity: patients with acuity ≤ 20/400 (logMAR 1.3) enrolled in MUTT I, and >20/400 in MUTT II. MUTT I investigated the effect of topical natamycin versus voriconazole on best spectacle-corrected visual acuity. MUTT II investigated the effect of topical voriconazole plus placebo versus topical voriconazole plus oral voriconazole. We compared the RD estimate (natamycin arm of MUTT I [N = 162] versus placebo arm of MUTT II [N = 54]) to the RCT estimate from MUTT I (topical natamycin [N = 162] versus topical voriconazole [N = 161]).
RESULTS: In the RD, patients receiving natamycin had mean improvement of 4-lines of visual acuity at 3 months (logMAR -0.39, 95% CI: -0.61, -0.17) compared to topical voriconazole plus placebo, and 2-lines in the RCT (logMAR -0.18, 95% CI: -0.30, -0.05) compared to topical voriconazole.
CONCLUSIONS: The RD and RCT estimates were similar, although the RD design overestimated effects compared to the RCT.

Entities:  

Keywords:  Causal inference; fungal keratitis; randomized controlled trial; regression discontinuity

Mesh:

Substances:

Year:  2018        PMID: 29718751      PMCID: PMC5980795          DOI: 10.1080/09286586.2018.1469156

Source DB:  PubMed          Journal:  Ophthalmic Epidemiol        ISSN: 0928-6586            Impact factor:   1.648


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Authors:  Jan P Vandenbroucke; Saskia le Cessie
Journal:  Epidemiology       Date:  2014-09       Impact factor: 4.822

6.  In vitro susceptibility of filamentous fungal isolates from a corneal ulcer clinical trial.

Authors:  Prajna Lalitha; Catherine Q Sun; N Venkatesh Prajna; Rajarathinam Karpagam; Manoharan Geetha; Kieran S O'Brien; Vicky Cevallos; Stephen D McLeod; Nisha R Acharya; Thomas M Lietman
Journal:  Am J Ophthalmol       Date:  2013-10-22       Impact factor: 5.258

7.  Effect of human papillomavirus (HPV) vaccination on clinical indicators of sexual behaviour among adolescent girls: the Ontario Grade 8 HPV Vaccine Cohort Study.

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