

The Effective Statistician - in association with PSI
Alexander Schacht and Benjamin Piske, biometricians, statisticians and leaders in the pharma industry
The podcast from statisticians for statisticians to have a bigger impact at work. This podcast is set up in association with PSI - Promoting Statistical Insight. This podcast helps you to grow your leadership skills, learn about ongoing discussions in the scientific community, build you knowledge about the health sector and be more efficient at work. This podcast helps statisticians at all levels with and without management experience. It is targeted towards the health, but lots of topics will be important for the wider data scientists community.
Episodes
Mentioned books

May 25, 2020 • 46min
How to create win-win situations?
Interview with Justine Rochon
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Today, we are talking about so-called win-win situations. Win-win is a situation that has the potential to be beneficial to all involved. Justine and I also discuss the following points:
Examples of career driversThe roles of to help your progress?Many larger pharma companies have technical tracks and management tracks. What skills help statisticians move forward on both these tracks?What common problems hinder statisticians progressing in their careers and how to overcome or avoid these?
Listen to this episode now and learn more on how to create a win-win situation!

May 18, 2020 • 32min
Working long hours – is it worth it?
Interview with Ian Ratcliffe – IQVIA
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In today's episode, Ian and I discuss working long hours - it's advantages and disadvantages. We also talk about the important points:
Having clear boundaries at workHow to say NOHow to effectively manage your time and expectations
Listen to this episode and share it with others who can learn from it!

May 11, 2020 • 48min
MakeoverMonday – Improving How We Visualise and Analyze Data
Interview with Eva Murray and Andy Kriebel
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Today, I talk with these two awesome visualization experts - Eva and Andy. They have written great content about data analysis and visualization. Learn a lot about great visualizations from them. We discuss the following important points:
How to create effective visualizationsHow to communicate this dataHow do people benefit from it
References:MakeoverMondayWhat's Going on in this GraphChart Guide
Listen to these awesome data visualization experts and learn from them!

May 4, 2020 • 44min
Core Outcome Measures in Effectiveness Trials - COMET
An interview with Paula Willamson and Liz Gargon
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This clarifies directly what the COMET initiative is about. But it also leaves open a lot of questions such as:
Why are COS important?What are the goals of COMET?How narrow or how wide should COS be defined?What does the process look like to get to COS?
References:
Homepage of COMETCOMET VIII ConferenceReferences from COMETCOMET DatabaseTwitterCore outcomes set in RA
Listen to this episode of our podcast and learn from Paula Williamson and Liz Gargon about this important initiative.

Apr 27, 2020 • 37min
ITIT - an acronym which will help you get started in the pharma industry
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In this podcast, we talk about the following 9 important points:
In this podcast, we talk about the following 9 important points:
Overview of the ITIT courseWho is the course aimed atWhat are the reasons to attendHow the course keeps up with changes in the industryWhere does the course fit in with the organization's goalsWhy should a manager think about sending someone from their team on the courseWhich locations delegates can expect to visitWhat makes the course such a successFrom the delegates' perspective, what are the benefits for the companies hosting the sessionWhen does the course run and when should delegates apply
References:
Link to the ITIT coursehttps://www.psiweb.org/events/event-item/2020/10/01/default-calendar/introduction-to-industry-training-course-2016If you would like to host a session, please contact:Alex.Godwood@SoseiHeptares.com or psi@mci-group.com
Listen to this episode and learn from it!

Apr 20, 2020 • 38min
9 learnings from over 100 episodes over 2 years
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And today, we are looking back and discuss the last 2 year's learnings. We discuss the 9 learnings we had and how they apply to you as a listener as well. Specifically, we talk about:
Think bigger
Prepare for the unexpected
Delegate what you are not good at or what you don’t like
Have fun
Relationships are the foundation for success
Be curious and dig deeper
Our community is big
Unnecessary red tape differs a lot by company
Growth happens outside your comfort zone
We need to all step up to improve the impact of statisticians for the benefit of patients.
Listen to this episode, share it with others, and learn more!

Apr 13, 2020 • 23min
Why and how to declutter and simplify your data visualization
Episode 3
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In episode 3 of this mini-series, I discuss the impact of simplified data visualization and how to achieve it. Specifically, I address these factors that affect your visualization:
Clutter
Mis-alignmentToo many visual linesExample misalinged header, legends, Long categories below vertical bar charts not fitting well under the bars (avoid diagonal)How many horizontal and vertical lines (start and stop of visual elements) do you have?Can you avoid a legend?Do you need these gridlines?Do you need tickmarks?Too many elements likeColourFontsBold, italicAnnotationsHeader, subheader, sub-subheader“Unnecessary” annotationsFile namesSource dataProgram nameValidation statusUnderstand gestalt principlesProximity - put the description for treatment next to the lines - not in a legendSimilarity - re-use color for the lines and the font color of the treatmentEnclosure- box around the most important area (e.g. randomized period vs open-label follow up)Continuity - bars being organized below each other have a same starting point - take out the line showing baselineConnection - connect what belongs together - line charts over timeClosure - take away the box around your overall vis
Learn more on how to create simple but effective data visualization by listening to this podcast and share this with others who might learn from it!

Apr 8, 2020 • 22min
Running on 2 legs
Bonus Episode 2 - COVID
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Today, I'm speaking about Running on 2 legs - my call to action for statisticians to step-up in this COVID pandemic.
How can statistician not just reflect on and analyze data, but to lead on letting the people understand the dataShort-term thingLong-term thingLet people understand statisticians' functions and role to societyStatisticians as strategic partners
Enjoy listening to this episode and be more aware on what we can do to add value to this time of pandemic!

Apr 6, 2020 • 57min
COVID-19 and how charts lie
Interview with Alberto Cairo
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We also discuss the following points:
How tables compare to charts in terms of “lying”How to strike the best balance between showing the details and overwhelming the audienceWhat behaviours or habits should we develop to improve our visualizations
References:
References:
Michael Friendly's Golden Age of Visualization paper
Eurostat's Power from Statistics about uncertainty,The story about the "New Golden Age"
Tools:
DataWrapper
Flourish
iNZight
Books:
Show Me the NumbersStorytelling Data Visualization Business ProfessionalsTruthful Art Data Charts CommunicationElements Graphing Data William Cleveland
Visual Display Quantitative InformationExploratory Data Analysis John Tukey
Listen to this episode and share this with your colleagues!

Mar 30, 2020 • 24min
Getting to a good visualization
Episode 2
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In this second episode. I talk about how you can get a good visualization. Here are the following important tips:
Importance of detailsCo-creation with the audienceExample launch slide setKOL engagmentMultiple review roundsTesting and refinementExample trial level safety analysesIterative approach - validation level - documentation - fast turn aroundsStart with pen and paper and develop together fastFocus on the larger topics like which plot to use first and then fine-tune to a more detailed level (examples for each)Use of colourTitleLabels, legendsAlignmentFootnotesSupporting textDashboards (examples of each)Filter and sorting optionsArrangement of multiple displaysHighlighting optionsHover over optionsDigging deeper optionsEncouraging and giving feedback
Listen to this episode and share this with your friends and colleagues who might benefit from it!