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Impacts of the Covid-19 Crisis: Evidence from 2 Million UK SMEs

https://doi.org/10.2139/ssrn.3868881
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14/14 checkable references clean · checked 2026-08-22

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

11 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 14 checked references that resolve
resolves10.1146/annurev-economics-080217-053433
Machine Learning Methods That Economists Should Know About
resolves10.1257/aer.20180649
Home Values and Firm Behavior
resolves10.1073/pnas.2006991117
The impact of COVID-19 on small business outcomes and expectations
resolves10.2139/ssrn.3066809
Sending Firm Messages: Text Mining Letters from PRA Supervisors to Banks and Building Societies They Regulate
resolves10.3386/w28314
The Impact of COVID-19 on US Firms
resolves10.2139/ssrn.3520659
Credit Growth, the Yield Curve and Financial Crisis Prediction: Evidence from a Machine Learning Approach
resolves10.1093/rcfs/cfaa014
The COVID-19 Shock and Equity Shortfall: Firm-Level Evidence from Italy
resolves10.3386/w27945
Bank Liquidity Provision Across the Firm Size Distribution
resolves10.1007/bf00393278
Small business and job creation: Dissecting the myth and reassessing the facts
resolves10.32614/rj-2013-031
lfe: Linear Group Fixed Effects
resolves10.3386/w27877
SME Failures Under Large Liquidity Shocks: An Application to the COVID-19 Crisis
resolves10.1080/01431160412331269698
Random forest classifier for remote sensing classification
resolves10.3386/w27330
Working Remotely and the Supply-side Impact of Covid-19
resolves10.2139/ssrn.3465753
Predicting Bank Distress in the UK with Machine Learning
The 11 references without a DOI — listed, not checked
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no DOI — not checkedref19
no DOI — not checkedScikit-learn: Machine learning in python
no DOI — not checkedref23
no DOI — not checkedref24
What this badge says. CiteStamped means the CHECKABLE references of this work were clean at the dated check: each resolved to a known work in a public registry, and none carried a retraction notice at that time. It says nothing about the quality, findings, or importance of the work itself, and nothing about references deposited without a DOI.

checked 2026-08-22 — re-checked daily as this page is visited; titles and statuses come from Crossref and DataCite and are not part of the signed record

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