diff --git a/academic_observatory_workflows/workflows/oa_web_workflow.py b/academic_observatory_workflows/workflows/oa_web_workflow.py
index 18c60ccf..1ad9282c 100644
--- a/academic_observatory_workflows/workflows/oa_web_workflow.py
+++ b/academic_observatory_workflows/workflows/oa_web_workflow.py
@@ -165,18 +165,18 @@
 is licenced under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)
 
 ## Citing
-If you use the website or website code, please cite it as below:
+To cite the COKI Open Access Dashboard please use the following citation:
+> Diprose, J., Hosking, R., Rigoni, R., Roelofs, A., Chien, T., Napier, K., Wilson, K., Huang, C., Handcock, R., Montgomery, L., & Neylon, C. (2023). A User-Friendly Dashboard for Tracking Global Open Access Performance. The Journal of Electronic Publishing 26(1). doi: https://doi.org/10.3998/jep.3398
 
+If you use the website code, please cite it as below:
 > James P. Diprose, Richard Hosking, Richard Rigoni, Aniek Roelofs, Kathryn R. Napier, Tuan-Yow Chien, Alex Massen-Hane, Katie S. Wilson, Lucy Montgomery, & Cameron Neylon. (2022). COKI Open Access Website. Zenodo. https://doi.org/10.5281/zenodo.6374486
 
 If you use this dataset, please cite it as below:
-
 > Richard Hosking, James P. Diprose, Aniek Roelofs, Tuan-Yow Chien, Lucy Montgomery, & Cameron Neylon. (2022). COKI Open Access Dataset [Data set]. Zenodo. https://doi.org/10.5281/zenodo.6399463
 
 ## Attributions
 The COKI Open Access Dataset contains information from:
 * [Open Alex](https://openalex.org/) which is made available under a [CC0 licence](https://creativecommons.org/publicdomain/zero/1.0/).
-* [Microsoft Academic Graph](https://www.microsoft.com/en-us/research/project/microsoft-academic-graph/) which is made available under the [ODC Attribution License](https://opendatacommons.org/licenses/by/1-0/).
 * [Crossref Metadata](https://www.crossref.org/documentation/metadata-plus/) via the Metadata Plus program. Bibliographic metadata is made available without copyright restriction and Crossref generated data with a [CC0 licence](https://creativecommons.org/share-your-work/public-domain/cc0/). See [metadata licence information](https://www.crossref.org/documentation/retrieve-metadata/rest-api/rest-api-metadata-license-information/) for more details.
 * [Unpaywall](https://unpaywall.org/). The [Unpaywall Data Feed](https://unpaywall.org/products/data-feed) is used under license. Data is freely available from Unpaywall via the API, data dumps and as a data feed.
 * [Research Organization Registry](https://ror.org/) which is made available under a [CC0 licence](https://creativecommons.org/share-your-work/public-domain/cc0/).