Results 1 to 10 of about 4,150,922 (164)
Impact evaluation using Difference-in-Differences [PDF]
RAUSP Management Journal, 2019 Purpose – This paper aims to present the Difference-in-Differences (DiD) method in an accessible language to a broad research audience from a variety of management-related fields. Design/methodology/approach – The paper describes the DiD method, starting
Anders Fredriksson +1 more
doaj +3 more sources
Synthesized difference in differences [PDF]
Proceedings of the 12th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics, 2021 We consider estimating the conditional average treatment effect for everyone by eliminating confounding and selection bias. Unfortunately, randomized clinical trials (RCTs) eliminate confounding but impose strict exclusion criteria that prevent sampling of the entire clinical population.
Eric V. Strobl, Thomas A. Lasko
openaire +2 more sources
Synthetic Difference-in-Differences [PDF]
American Economic Review, 2021 We present a new estimator for causal effects with panel data that builds on insights behind the widely used difference-in-differences and synthetic control methods. Relative to these methods we find, both theoretically and empirically, that this “synthetic difference-in-differences” estimator has desirable robustness properties, and that it performs ...
Arkhangelsky, Dmitry +4 more
openaire +2 more sources
The Impact of Higher Education Expansion on the Educational Wage Premium in Taiwan: 1985 to 2015
International Journal of Financial Studies, 2021 This research investigates the impact of higher education expansion on the educational wage premium from a long-term perspective in Taiwan. By using 1985 to 2015 Manpower Utilization Survey (MUS) data with the difference-in-difference-in-differences ...
Chien-Liang Chen, Lin-Chuan Chen
doaj +1 more source
Instrumented Difference-in-Differences
Biometrics, 2022 AbstractUnmeasured confounding is a key threat to reliable causal inference based on observational studies. Motivated from two powerful natural experiment devices, the instrumental variables and difference-in-differences, we propose a new method called instrumented difference-in-differences that explicitly leverages exogenous randomness in an exposure ...
Ting Ye +4 more
openaire +4 more sources
Refund of Consumption Tax to Low-Income People: Impact Assessment Using Difference-in-Differences
Economies, 2023 One way to reduce inequality and poverty is to promote tax justice. In 2021, the government of the state of Rio Grande do Sul, Brazil, implemented a program (the Devolve-ICMS Program) that refunds consumption tax to low-income citizens (cashback).
Jorge Luis Tonetto +2 more
doaj +1 more source
Impact of diabetes diagnosis on dental care utilization: evidence from Finland
Health Economics Review, 2023 Background Poor oral health is associated with many chronic diseases, including diabetes. As diabetes can worsen oral health and vice versa, care guidelines recommend that patients with diabetes maintain good oral health and have regular dental checkups.
Mikko Nurminen, Hanna Rättö
doaj +1 more source
Fuzzy Differences-in-Differences [PDF]
The Review of Economic Studies, 2017 Difference-in-differences (DID) is a method to evaluate the effect of a treatment. In its basic version, a "control group" is untreated at two dates, whereas a "treatment group" becomes fully treated at the second date. However, in many applications of the DID method, the treatment rate only increases more in the treatment group. In such fuzzy designs,
de Chaisemartin, Clément +1 more
openaire +3 more sources
Forget about voting, we are going on vacation! Examining the effect of school holidays on turnout
Politics in Central Europe, 2023 Media and politicians widely debate the relationship between holidays and political participation, but research in the field is underdeveloped. To test the impact of holidays on election turnout, we use a natural experimental setting in general elections
Jusko Jakub, Spáč Peter
doaj +1 more source
Assessing Impacts of New Subway Stations on Urban Thefts in the Surrounding Areas
ISPRS International Journal of Geo-Information, 2021 Whether newly implemented public transit stations influence the nearby crime pattern has been debated for years. In ZG City, China, 2 new subway lines and 20 new stations were implemented in 2017.
Chong Xu +4 more
doaj +1 more source