A comparison of 12 algorithms for matching on the propensity score

PC Austin - Statistics in medicine, 2014 - Wiley Online Library
Propensity‐score matching is increasingly being used to reduce the confounding that can
occur in observational studies examining the effects of treatments or interventions on …

Signaling by early stage startups: US government research grants and venture capital funding

M Islam, A Fremeth, A Marcus - Journal of Business Venturing, 2018 - Elsevier
Entrepreneurship researchers have documented that early stage startups rely on signals to
demonstrate the transitions in their identities that they must make when they cross …

Time-to-furosemide treatment and mortality in patients hospitalized with acute heart failure

Y Matsue, K Damman, AA Voors, N Kagiyama… - Journal of the American …, 2017 - jacc.org
Background: Acute heart failure (AHF) is a life-threatening disease requiring urgent
treatment, including a recommendation for immediate initiation of loop diuretics. Objectives …

Sodium–glucose cotransporter-2 inhibitors and the risk for diabetic ketoacidosis: a multicenter cohort study

A Douros, LM Lix, M Fralick, S Dell'Aniello… - Annals of internal …, 2020 - acpjournals.org
Background: Sodium–glucose cotransporter-2 (SGLT-2) inhibitors could increase the risk for
diabetic ketoacidosis (DKA). Objective: To assess whether SGLT-2 inhibitors, compared with …

An introduction to propensity score methods for reducing the effects of confounding in observational studies

PC Austin - Multivariate behavioral research, 2011 - Taylor & Francis
The propensity score is the probability of treatment assignment conditional on observed
baseline characteristics. The propensity score allows one to design and analyze an …

The performance of different propensity score methods for estimating marginal hazard ratios

PC Austin - Statistics in medicine, 2013 - Wiley Online Library
Propensity score methods are increasingly being used to reduce or minimize the effects of
confounding when estimating the effects of treatments, exposures, or interventions when …

Insulitis and β-cell mass in the natural history of type 1 diabetes

M Campbell-Thompson, A Fu, JS Kaddis… - Diabetes, 2016 - Am Diabetes Assoc
Descriptions of insulitis in human islets throughout the natural history of type 1 diabetes are
limited. We determined insulitis frequency (the percent of islets displaying insulitis to total …

Corporate accountability reporting and high-profile misconduct

DM Christensen - The Accounting Review, 2016 - publications.aaahq.org
ABSTRACT I investigate whether corporate accountability reporting helps protect firm value.
Specifically, I examine (1) whether corporate accountability reporting helps firms prevent the …

Does oil palm agriculture help alleviate poverty? A multidimensional counterfactual assessment of oil palm development in Indonesia

T Santika, KA Wilson, S Budiharta, EA Law, TM Poh… - World Development, 2019 - Elsevier
Palm oil producing countries regularly promote the positive impact of oil palm agriculture on
poverty alleviation, despite limited evidence about the contribution of this crop on village …

[HTML][HTML] Unemployment and social exclusion

L Pohlan - Journal of Economic Behavior & Organization, 2019 - Elsevier
This paper analyzes those economic and social consequences of job loss which contribute
to exclusion from society, based on German linked survey and administrative data. In order …