Confusing Uncertainty With Bias: The Challenges of Working With Real‐World Data

Authors

Nicola C. Newton (ORCID: https://orcid.org/0000-0001-6305-2623)
Siobhan O’Dean (ORCID: https://orcid.org/0000-0002-5898-2065)
Danielle Dawson (ORCID: https://orcid.org/0000-0001-9871-2820)
Jack Wilson (ORCID: https://orcid.org/0000-0002-2732-1731)
Matthew Sunderland (ORCID: https://orcid.org/0000-0001-8452-364X)
Janni Leung (ORCID: https://orcid.org/0000-0001-5816-2959)
Tim N Slade (ORCID: https://orcid.org/0000-0002-1725-9188)
Wayne Hall (ORCID: https://orcid.org/0000-0003-1984-0096)
Emily Stockings (ORCID: https://orcid.org/0000-0001-5349-951X)
Olivia Dobson (ORCID: https://orcid.org/0009-0002-4044-9550)
Gary Chan
Valentina Lorenzetti
Maree Teesson

Institutions

The University of Sydney (AU)
The University of Queensland (AU)
Australian Catholic University (AU)

Publication Details

Journal: Drug and Alcohol Review
Published: 2026-08-14
DOI: https://doi.org/10.1111/dar.70242
Primary Topic: Advanced Causal Inference Techniques
Type: article
Field-Weighted Citation Impact: 0.00

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article

Confusing Uncertainty With Bias: The Challenges of Working With Real‐World Data

Nicola C. Newton, Siobhan O’Dean, Danielle Dawson, Jack Wilson et al.

Aug 14, 2026

Drug and Alcohol Review

Advanced Causal Inference Techniques

article

Confusing Uncertainty With Bias: The Challenges of Working With Real‐World Data

Nicola C. Newton, Siobhan O’Dean, Danielle Dawson, Jack Wilson, Matthew Sunderland, Janni Leung, Tim N Slade, Wayne Hall, Emily Stockings, Olivia Dobson, Gary Chan, Valentina Lorenzetti, Maree Teesson

August 14, 2026article en

Abstract

No abstract available for this paper.

Drug and Alcohol ReviewVol. 45(6)

The University of Sydney (AU), The University of Queensland (AU), Australian Catholic University (AU)

Decent work and economic growth

Openalex Percentile: Top 7%

Advanced Causal Inference Techniques

DOI Source OpenAlex

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