diff --git a/key_elements.md b/key_elements.md
index 8f90580..bbf6719 100644
--- a/key_elements.md
+++ b/key_elements.md
@@ -94,6 +94,13 @@
 
 * [DMPonline](https://dmponline.dcc.ac.uk): Tool for creating, reviewing, and sharing data management plans.
 
+* [Data Stewardship Wizard (DSW)](https://ds-wizard.org) - an open source tool for Smart Data Management Planning intended for FAIR Open Science
+
+    * [Documentation](https://docs.ds-wizard.org)
+
+    * [ELIXIR AHM'19 DSW Workshop slides](https://f1000research.com/slides/8-1003)
+
+
 * [Open Science, Open Data, Open Source](https://pfern.github.io/OSODOS/gitbook/) (Fernandes and Vos, 2017).
 
 * [Scientific Data](https://www.nature.com/sdata/) and the [Data Science Journal](http://www.codata.org/publications/data-science-journal).
@@ -130,7 +137,7 @@
 
 * [What Drives Academic Data Sharing?](http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0118053), (Fecher et al., 2015).
 
-* [From Peer-Reviewed to Peer-Reproduced in Scholarly Publishing: The Complementary Roles of Data Models and Workflows in Bioinformatics](http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0127612) (González-Beltrán et al., 2015).
+* [From Peer-Reviewed to Peer-Reproduced in Scholarly Publishing: The Complementary Roles of Data Models and Workflows in Bioinformatics](http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0127612) (Gonzalez-Beltran et al., 2015).
 
 * [Making data count](https://www.nature.com/articles/sdata201539) (Kratz and Strasser, 2015).
 
@@ -154,12 +161,16 @@
 
 * [Data sharing in psychology: A survey on barriers and preconditions](http://orca.cf.ac.uk/108005/1/CHambers.DataSharing.pdf) (Houtkoop et al., 2018)
 
+* [Thinking Outside the Box: Developing Dynamic Data Visualizations for Psychology with Shiny](https://www.frontiersin.org/articles/10.3389/fpsyg.2015.01782/full) (Ellis & Merdian, 2015)
+
 **Key posts**
 
 * [Primer on Data Management: What you always wanted to know](https://www.dataone.org/sites/all/documents/DataONE_BP_Primer_020212.pdf), DataOne.
 
 * Data Citation Synthesis Group: [Joint declaration of data citation principles](https://www.force11.org/datacitationprinciples), FORCE 11.
 
+* [Data sharing and how it can benefit your scientific career](https://www.nature.com/articles/d41586-019-01506-x), Gabriel Popkin.
+
 **Other**
 
 * [FAIR sharing](https://fairsharing.org/): A curated, informative and educational resource on data and metadata standards, inter-related to databases and data policies.
@@ -200,6 +211,8 @@
 
 * [Author Reagent Table: A proposal](https://f1000research.com/posters/6-449) (Crosby et al., 2017).
 
+* [A case for data dashboards: first steps with R Shiny](https://www.linkedin.com/pulse/shiny-data-presentation-added-value-pablo-bernabeu), Pablo Bernabeu.
+
 ### Tasks:
 
 * Find a core data set that is used throughout the examples.