But since it's an association, not a causal link, we can't say from this "eat dairy to lower your risk of heart disease". And we can't say "saturated fat is good", either, although you might not think so from some of the headlines.
What's highlighted here is the distinction between single nutrients (such as fat or carbohydrate) and whole foods. We eat food, not nutrients, and foods are a whole lot more complicated than nutrients, and a whole lot more difficult to understand.
The researchers note this in their paper: "Dairy products are a diverse food group that include fermented and cultured products with many different nutrients, and their impact on health outcomes cannot be characterised fully by the presumed effect of one nutrient on a single biomarker. Even saturated fats are a diverse group, and their effects might vary depending on the content of a specific saturated fatty acid in various foods."
They point out they don't know what it is in dairy that's having these effects, and highlight the need to study direct associations of foods and health "rather than relying on assumptions based on isolated ingredients in such foods".
In other words: There's lots still left to learn. Which is the great thing about science: It's never done-and-dusted, we-know-this-for-sure. One piece of research adds to what has gone before.
So what does this add to what we as consumers know about milk, cheese and yoghurt? It reassures us that these are good foods — full fat or low fat. We should choose what suits us and our individual situations. If we like dairy foods and don't have an allergy or intolerance to them, they're good foods to consume regularly. And they have other benefits aside from any potential effect on heart disease risk. Not the least of which is that they're delicious.
• Niki Bezzant is editor-at-large for Healthy Food Guide www.healthyfood.co.nz