A model of online misinformation

D Acemoglu, A Ozdaglar… - Review of Economic …, 2024 - academic.oup.com
We present a model of online content sharing where agents sequentially observe an article
and decide whether to share it with others. This content may or may not contain …

Field experiments on social media

M Mosleh, G Pennycook… - Current Directions in …, 2022 - journals.sagepub.com
Online behavioral data, such as digital traces from social media, have the potential to allow
researchers an unprecedented new window into human behavior in ecologically valid …

Misinformation: Strategic sharing, homophily, and endogenous echo chambers

J Siderius - 2021 - siderius.lids.mit.edu
Misinformation: Strategic Sharing, Homophily, and Endogenous Echo Chambers Page 1
Misinformation: Strategic Sharing, Homophily, and Endogenous Echo Chambers DARON …

Bias and high-dimensional adjustment in observational studies of peer effects

D Eckles, E Bakshy - Journal of the American Statistical Association, 2021 - Taylor & Francis
Peer effects, in which an individual's behavior is affected by peers' behavior, are posited by
multiple theories in the social sciences. Randomized field experiments that identify peer …

Regression adjustments for estimating the global treatment effect in experiments with interference

A Chin - Journal of Causal Inference, 2019 - degruyter.com
Standard estimators of the global average treatment effect can be biased in the presence of
interference. This paper proposes regression adjustment estimators for removing bias due to …

Experimental design under network interference

D Viviano - arXiv preprint arXiv:2003.08421, 2020 - arxiv.org
This paper studies the design of two-wave experiments in the presence of spillover effects
when the researcher aims to conduct precise inference on treatment effects. We consider …

Non-monetary incentives to increase enrollment in payments for environmental services

S Chabé-Ferret, P Le Coent… - European Review of …, 2023 - academic.oup.com
Abstract Payments for Environmental Services (PESs) are increasingly used to foster
farmers' adoption of greener practices, but their effectiveness is often undermined by low …

Identification and estimation of causal peer effects using double negative controls for unmeasured network confounding

N Egami, EJ Tchetgen Tchetgen - Journal of the Royal Statistical …, 2024 - academic.oup.com
Identification and estimation of causal peer effects are challenging in observational studies
for two reasons. The first is the identification challenge due to unmeasured network …

Spillover effects in experimental data

PM Aronow, D Eckles, C Samii… - … in experimental political …, 2021 - books.google.com
We present current methods for estimating treatment effects and spillover effects under
“interference,” a term that covers a broad class of situations in which a unit's outcome …

Causal clustering: design of cluster experiments under network interference

D Viviano, L Lei, G Imbens, B Karrer… - arXiv preprint arXiv …, 2023 - arxiv.org
This paper studies the design of cluster experiments to estimate the global treatment effect in
the presence of spillovers on a single network. We provide an econometric framework to …