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All Things Data-Driven Marketing

How to Segment A/B Test Results to Find Gold

You run an A/B test, and it’s a winner. Or maybe it’s flat (no difference in performance between variations). Does it mean that the treatments that you tested didn’t resonate with anyone? Probably not.

If you target all visitors with the A/B test, it merely reports overall results – and ignores what happens in a portion of your traffic, in segments.

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Testing the Presenter’s Paradox – Do People Really Average (Not Sum) Object Values? [Original Research]

This study examines people’s tendencies to average, not sum, values of items in a list or presented as package deals.

We provide 3 perspectives: 1. we outline what products and lists two academic studies have tested, 2. we duplicate a product and list test with a larger sample size to try and replicate the findings, and 3. we then apply the test to six new products, three experiential products (travel package, hotel night, massage) and three physical products (camera, printer, kitchen mixer).

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How to Structure Your Optimization and Experimentation Teams

It’s important to know the most efficient way to arrange your optimization team to ensure their productivity and yours.

But what’s the best way to structure your team? Should optimization folks be in a separate team? Or under product teams? Or marketing?

There’s several different ways, and choosing which one works best for your company can be challenging. Here’s a rundown of the frameworks, their functions, and the benefits and challenges of each.

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Dual Process Theory: Analyzing Our Thought Process for Decision-Making

Designing your website requires a studied understanding of human behavior if you want to increase your conversions. Using psychological tactics, such as the dual process theory, in your design to appeal to potential customers can help do this, but you must first know how users’ decisions are made.

Daniel Kahneman presents two thought systems that can give marketers a framework for how to target their ideal clients through site design and get a major uplift in conversions.

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