ArticleAmerican journal of epidemiology2021
Consider This Before Using the Severe Acute Respiratory Syndrome Coronavirus 2 Pandemic as an Instrumental Variable in an Epidemiologic Study.
Article in American journal of epidemiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
4 citing papers in PubMed.
- The challenges of time for studies on the population effects of the COVID-19 pandemic on perinatal outcomes.Paediatric and perinatal epidemiology · 2023Article
- The effect of face-to-face versus online learning on student performance in anatomy: an observational study using a causal inference approach.Discover education · 2023Article
- The COVID-19 pandemic, preterm birth and the potential role of composition of gestations.Paediatric and perinatal epidemiology · 2022Article
- Diemer and Swanson Reply to "Considerations Before Using Pandemic as Instrument".American journal of epidemiology · 2021Article
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Abstract
Epidemiologists sometimes use external sources of variation to explore highly confounded exposure-outcome relationships or exposures that cannot be randomized. These exogenous sources of variation, or natural experiments, are sometimes proposed as instrumental variables to examine the effects of given exposures on given outcomes. Previous epidemiologic studies have applied this technique using famines, earthquakes, weather events, and previous pandemics as exogenous sources of variation for other exposures; interest in applying this technique using the current severe acute respiratory system coronavirus 2 (SARS-CoV-2) pandemic is already documented. Yet large-scale events like these likely have broad and complicated impacts on human health, which almost certainly violates the exclusion restriction assumption of instrumental variable analyses. We review the assumptions of instrumental variable analyses, highlight previous applications of this method with respect to natural experiments with broad impacts or "shocks," and discuss how these relate to our current observations of the SARS-CoV-2 pandemic. While we encourage thorough investigation of the broad impacts of the SARS-CoV-2 pandemic on human health, we caution against its widespread use as an instrumental variable to study other exposures of interest.
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