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1 ICE CUBE in the Trap! | 85 South Show Podcast 52:43
Uppsala Reports Long Reads – Unmasking data in the COVID-19 vaccine era
Manage episode 424661248 series 2749727
Most pharmacovigilance professionals will have heard of masking – a statistical issue where reports for one drug hide signals for other drugs. But the problem gained fresh attention when record amounts of reports began piling up for the COVID-19 vaccines. How should we be unmasking data in the COVID-19 vaccine era?
This episode is part of the Uppsala Reports Long Reads series – the most topical stories from UMC’s pharmacovigilance magazine, brought to you in audio format. Find the original article here.
After the read, we speak to data scientist Sara Vidlin, who authored the article, to learn more about masking and how to deal with it.
Tune in to find out:
- How masking evolves with the data
- Which methods can be used to unmask data
- What other pitfalls to watch out for when performing quantitative analyses
Want to know more?
In the very beginning of the vaccine rollout, the USA FDA observed how early signals for COVID-19 vaccines were delayed because of other drugs masking them, highlighting how masking is not a static phenomenon.
In 2013, Uppsala Monitoring Centre developed a simple strategy to uncover masking by identifying and removing influential outliers.
Join the conversation on social media
Follow us on X, LinkedIn, or Facebook and share your thoughts about the show with the hashtag #DrugSafetyMatters.
Got a story to share?
We’re always looking for new content and interesting people to interview. If you have a great idea for a show, get in touch!
About UMC
Read more about Uppsala Monitoring Centre and how we work to advance medicines safety.
अध्यायों
1. Uppsala Reports Long Reads – Unmasking data in the COVID-19 vaccine era (00:00:00)
2. Intro (00:00:08)
3. Article read (00:01:25)
4. Welcome, Sara! (00:07:46)
5. Causes of masking (00:07:59)
6. Masking by COVID-19 vaccine reports (00:08:53)
7. Masking by other vaccine reports (00:12:13)
8. Solutions (00:13:40)
9. Raising awareness (00:14:48)
10. Other pitfalls of quantitative analyses (00:16:00)
11. Value of quantitative analyses (00:19:22)
12. Outro (00:20:14)
52 एपिसोडस
Manage episode 424661248 series 2749727
Most pharmacovigilance professionals will have heard of masking – a statistical issue where reports for one drug hide signals for other drugs. But the problem gained fresh attention when record amounts of reports began piling up for the COVID-19 vaccines. How should we be unmasking data in the COVID-19 vaccine era?
This episode is part of the Uppsala Reports Long Reads series – the most topical stories from UMC’s pharmacovigilance magazine, brought to you in audio format. Find the original article here.
After the read, we speak to data scientist Sara Vidlin, who authored the article, to learn more about masking and how to deal with it.
Tune in to find out:
- How masking evolves with the data
- Which methods can be used to unmask data
- What other pitfalls to watch out for when performing quantitative analyses
Want to know more?
In the very beginning of the vaccine rollout, the USA FDA observed how early signals for COVID-19 vaccines were delayed because of other drugs masking them, highlighting how masking is not a static phenomenon.
In 2013, Uppsala Monitoring Centre developed a simple strategy to uncover masking by identifying and removing influential outliers.
Join the conversation on social media
Follow us on X, LinkedIn, or Facebook and share your thoughts about the show with the hashtag #DrugSafetyMatters.
Got a story to share?
We’re always looking for new content and interesting people to interview. If you have a great idea for a show, get in touch!
About UMC
Read more about Uppsala Monitoring Centre and how we work to advance medicines safety.
अध्यायों
1. Uppsala Reports Long Reads – Unmasking data in the COVID-19 vaccine era (00:00:00)
2. Intro (00:00:08)
3. Article read (00:01:25)
4. Welcome, Sara! (00:07:46)
5. Causes of masking (00:07:59)
6. Masking by COVID-19 vaccine reports (00:08:53)
7. Masking by other vaccine reports (00:12:13)
8. Solutions (00:13:40)
9. Raising awareness (00:14:48)
10. Other pitfalls of quantitative analyses (00:16:00)
11. Value of quantitative analyses (00:19:22)
12. Outro (00:20:14)
52 एपिसोडस
सभी एपिसोड
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1 #34 Veterinary pharmacovigilance, Part I – James Mount 47:21
1 #33 Narrative fields and signal assessors, an exploratory study – Joana Félix and Alem Zekarias 38:43
1 #32 Pharmacovigilance in older adults – Giovanni Furlan 47:51
1 #31 A guide to reporting disproportionality analyses – Michele Fusaroli and Daniele Sartori 42:45
1 Uppsala Reports Long Reads – Weeding out duplicates to better detect side effects 25:02
1 Uppsala Reports Long Reads – Ensuring trust in AI/ML when used in pharmacovigilance 30:18
1 #30 Preventing and reporting medication errors – Rabat CC & UMC 33:58
1 #29 When medicines change our behaviour – Michele Fusaroli 30:30
1 #28 Catching black swans – François Montastruc 27:21
1 #27 When drugs damage the liver – Rita Baião 28:30
1 #26 What's trending in pharmacovigilance? – Angela Caro 28:06
1 #25 A week in the name of medicines safety – part 2 33:13
1 #24 A week in the name of medicines safety – part 1 27:09
1 Uppsala Reports Long Reads – The colour of signals 33:59
1 Uppsala Reports Long Reads – Empowering patients as partners 42:43
1 #23 Assessing safety in clinical trials – Marianne Lunzer & Sanja Prpić 31:06
1 #22 Reforming pharmacovigilance education – Michael Reumerman 32:54
1 #21 Unlocking the power of real-world data – Patrick Ryan 33:42
1 #20 The evidence for signals – Daniele Sartori 45:41
1 Uppsala Reports Long Reads – Unmasking data in the COVID-19 vaccine era 21:19
1 #19 Lessons in pandemic pharmacovigilance – Elena Rocca 33:11
1 #18 The IDMP standards explained – Malin Fladvad & Olle Lagerlund 23:06
1 #17 Why we need vaccine surveillance systems – Madhava Balakrishnan 27:30
1 #16 How drug safety can help fight resistant bugs – Jean Marie Vianney Habarugira & Albert Figueras 33:42
1 #15 Safety of HIV medications – Henry Zakumumpa 33:19
1 #14 Advancing pharmacovigilance in Africa – Eleni Aklillu & Abbie Barry 37:20
1 #13 How to talk about risks – Alexandra Freeman 38:16
1 Uppsala Reports Long Reads – Safety issues faced by refugee communities 25:08
1 #12 Improving signal detection with vigiGroup – Jim Barrett & Joe Mitchell 23:21
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