Emily Oster

6 min Read Emily Oster

Emily Oster

Three Big Changes in Pregnancy Data

Updates since Expecting Better

Emily Oster

6 min Read

I wrote Expecting Better during pregnancy and in the first year of my daughter’s life, in a period between 2011 and 2012. Much was different. There was no TikTok. Instagram was just a baby. It was the early days of the iPad, which I initially thought was a stupid idea (lesson: we’re all wrong sometimes).

Expecting Better is a book based on studies and data. And in the past decade, there have been a lot of new studies. One of the most common questions I get is: What conclusions in the book have changed over time, if any?  

This is an important question, because it points to a deep reality in science: it evolves. We rarely, if ever, have perfect data to guide us, and as more research gets done, scientific conclusions can change. As researchers, and consumers of research, we have to be open to this — willing to express uncertainty and to change our conclusions (and behaviors) when new research comes to light.

At the same time, it’s also useful to recognize that many new studies do not add very much to our understanding, and do not change things very much. There is often a lot of media hype around new results, even if they have the same conclusions (and the same problems) as the results that have come before. Every time a new study shows a correlation between test scores and breastfeeding, there is breathless media coverage. But new studies of this almost always have exactly the same problems as older studies — they show correlations and not causation. A new study like that shouldn’t change our conclusions, since it doesn’t improve on what we knew before.

I’ve revised Expecting Better a number of times over the years. Each time I do, I go back to the literature, and I ask whether new studies that have come out should change the book. In the end, the places where I have made changes fall into two main categories. First, there are cases where a new study comes out that is much better than existing studies — a large randomized trial, say, where before we had only correlations. And, second, there are cases where technology evolves.

Here I’m going to talk about three specific settings where things have changed, and then wrap up with a reflection about how this teaches us to evaluate new results.

The ARRIVE trial

In 2018 the New England Journal of Medicine published the results from a large randomized trial that evaluated the relationship between labor induction and cesarean section. To this point, most of the data on that relationship had been observational — comparing induced labors to non-induced ones — and had largely suggested that induction of labor might increase the risk of a C-section.

The ARRIVE trial rejected this conclusion, finding that the induced labors were actually slightly less likely (though not significantly so) to lead to a C-section. I’ve written in more detail about this literature here, in addition to in the updated Expecting Better.

A large study like this, of which there have been a few in obstetrics, tends to really impact practice. In the period since publication, there has been a much stronger push toward routine induction at 39 weeks. Not everyone has been happy about that push, but if you’re feeling it from your doctor, this trial is why.

Back sleeping in pregnancy

By a wide margin, the most edited portion of Expecting Better is the section on sleep position during pregnancy. For background: historically, people have been given the advice not to sleep on their back during pregnancy, because of an increased risk of stillbirth.

In the book’s initial publication, I suggested that the evidence didn’t support limiting sleep position. Then, following several new small studies, I updated this to suggest slightly more caution. Finally, though, a much better study came out that did not support this restriction.

This new study wasn’t a randomized trial, but it did represent a significant improvement in methods over prior studies. Prior studies had used a “case control” method, where researchers select a group of people who have had a stillbirth, ask them questions about their behavior, and compare those to behaviors within a group without stillbirths. There are a number of issues with this methodology, so when a new study came out that followed a large cohort over time (a “prospective cohort study”), that represented a large methodological advance.

The new study showed that sleep position did not contribute to stillbirth risk, which is what Expecting Better says now (again).

Prenatal testing

A third very large change in the past decade has been in the types of prenatal testing available. When I had Penelope, there was no cell-free fetal DNA testing. The only options to test for chromosomal abnormalities were a screening test with a lot of error or an invasive testing option.

By the time Finn came around, in 2015, cell-free fetal DNA testing had hugely improved the accuracy of the non-invasive options. And now, in 2023, not only have those options continued to improve, but also there is a huge landscape of additional testing for rarer conditions (more on this here).

These prenatal testing changes have their own complexities — as rarer conditions have been added, more caution is needed in interpreting the results. But there is no question that this landscape is totally different than it was before.

Big picture

This book is one lens through which to look at the process of science evolving over time. It’s also a way to consider what we should pay attention to in scientific research — which “new studies” should get our attention.

The answer, I think, is that we should pay attention to new studies if the methods are in some way much better than those that came before. And we should pay attention when technology changes. Which, these days, seems to be faster than evidence. Conversely: we should dial down our excitement (and panic!) about new studies that do not move the needle in these ways.

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I hear from many of you that the information on ParentData makes you feel seen. Wherever you are on your journey, it’s always helpful to know you’re not alone. 

Drop an emoji in the comments that best describes your pregnancy or parenting searches lately… 💤🚽🍻🎒💩

I hear from many of you that the information on ParentData makes you feel seen. Wherever you are on your journey, it’s always helpful to know you’re not alone.

Drop an emoji in the comments that best describes your pregnancy or parenting searches lately… 💤🚽🍻🎒💩
...

Milestones. We celebrate them in pregnancy, in parenting, and they’re a fun thing to celebrate at work too. Just a couple years ago I couldn’t have foreseen what this community would grow into. Today, there are over 400,000 of you here—asking questions, making others feel seen wherever they may be in their journey, and sharing information that supports data > panic. 

It has been a busy summer for the team at ParentData. I’d love to take a moment here to celebrate the 400k milestone. As I’ve said before, it’s more important than ever to put good data in the hands of parents. 

Share this post with a friend who could use a little more data, and a little less parenting overwhelm. 

📷 Me and my oldest, collaborating on “Expecting Better”

Milestones. We celebrate them in pregnancy, in parenting, and they’re a fun thing to celebrate at work too. Just a couple years ago I couldn’t have foreseen what this community would grow into. Today, there are over 400,000 of you here—asking questions, making others feel seen wherever they may be in their journey, and sharing information that supports data > panic.

It has been a busy summer for the team at ParentData. I’d love to take a moment here to celebrate the 400k milestone. As I’ve said before, it’s more important than ever to put good data in the hands of parents.

Share this post with a friend who could use a little more data, and a little less parenting overwhelm.

📷 Me and my oldest, collaborating on “Expecting Better”
...

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Comment “link” for an article with other tools to help you navigate risk and uncertainty.

#emilyoster #parentdata #riskmanagement #parentstruggles #parentingstruggles

I spend a lot of time talking people down after they read the latest panic headline. In most cases, these articles create an unnecessary amount of stress around pregnancy and parenting. This is my pro tip for understanding whether the risk presented is something you should really be worrying about.

Comment “link” for an article with other tools to help you navigate risk and uncertainty.

#emilyoster #parentdata #riskmanagement #parentstruggles #parentingstruggles
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Drop your toddlers favorite thing right now in the comments—then grab some popcorn.

Original thread source: Reddit @croc_docs

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Just keep wiping.

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🌶️ Among respondents, the most common s e x u a l frequency was 1 to 2 times per month, followed closely by 1 to 2 times per week
🌶️ 37% have found their sweet spot and are happy with the frequency of s e x they are having
🌶️ About 64% of respondents were very or somewhat satisfied with the quality of the s e x they are having

Do any of these findings surprise you? Let us know in the comments!

#hotflash #intimacy #midlifepleasure #parentdata #relationships

Dr. Gillian Goddard sums up what she learned from the Hot Flash S e x Survey! Here are some key data takeaways:

🌶️ Among respondents, the most common s e x u a l frequency was 1 to 2 times per month, followed closely by 1 to 2 times per week
🌶️ 37% have found their sweet spot and are happy with the frequency of s e x they are having
🌶️ About 64% of respondents were very or somewhat satisfied with the quality of the s e x they are having

Do any of these findings surprise you? Let us know in the comments!

#hotflash #intimacy #midlifepleasure #parentdata #relationships
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✈️ A JAMA Pediatrics paper estimates about 0.4 child air crash deaths per year might be prevented in the U.S. with car seats 
✈️ Cars are far more dangerous than airplanes! The same JAMA paper suggests that if 5% to 10% of families switched to driving, then we would expect more total deaths as a result of this policy. 

If you want to buy a seat for your lap infant, or bring a car seat for an older child, by all means do so! But the additional protection based on the numbers is extremely small.

#parentdata #emilyoster #flyingwithkids #flyingwithbaby #carseats #carseatsafety

Should your kid be in a car seat on the plane? The AAP recommends that you put kids under 40 pounds into a car seat on airplanes. However, airlines don’t require car seats.

Here’s what we know from a data standpoint:
✈️ The risk of injury to a child on a plane without a carseat is very small (about 1 in 250,000)
✈️ A JAMA Pediatrics paper estimates about 0.4 child air crash deaths per year might be prevented in the U.S. with car seats
✈️ Cars are far more dangerous than airplanes! The same JAMA paper suggests that if 5% to 10% of families switched to driving, then we would expect more total deaths as a result of this policy.

If you want to buy a seat for your lap infant, or bring a car seat for an older child, by all means do so! But the additional protection based on the numbers is extremely small.

#parentdata #emilyoster #flyingwithkids #flyingwithbaby #carseats #carseatsafety
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SLEEP DATA 💤 PART 2: Let’s talk about naps. Comment “Link” for an article on what we learned about daytime sleep!

The first three months of life are a chaotic combination of irregular napping, many naps, and a few brave or lucky souls who appear to have already arrived at a two-to-three nap schedule. Over the next few months, the naps consolidate to three and then to two. By the 10-to-12-month period, a very large share of kids are napping a consistent two naps per day. Over the period between 12 and 18 months, this shifts toward one nap. And then sometime in the range of 3 to 5 years, naps are dropped. What I think is perhaps most useful about this graph is it gives a lot of color to the average napping ages that we often hear. 

Note: Survey data came from the ParentData audience and users of the Nanit sleep monitor system. Both audiences skew higher-education and higher-income than the average, and mostly have younger children. The final sample is 14,919 children. For more insights on our respondents, read the full article.

SLEEP DATA 💤 PART 2: Let’s talk about naps. Comment “Link” for an article on what we learned about daytime sleep!

The first three months of life are a chaotic combination of irregular napping, many naps, and a few brave or lucky souls who appear to have already arrived at a two-to-three nap schedule. Over the next few months, the naps consolidate to three and then to two. By the 10-to-12-month period, a very large share of kids are napping a consistent two naps per day. Over the period between 12 and 18 months, this shifts toward one nap. And then sometime in the range of 3 to 5 years, naps are dropped. What I think is perhaps most useful about this graph is it gives a lot of color to the average napping ages that we often hear.

Note: Survey data came from the ParentData audience and users of the Nanit sleep monitor system. Both audiences skew higher-education and higher-income than the average, and mostly have younger children. The final sample is 14,919 children. For more insights on our respondents, read the full article.
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Tag a Dad who this holiday may be tricky for. We’re sending you love. 💛

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Tag a Dad who this holiday may be tricky for. We’re sending you love. 💛
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#parentdata #postpartum #postpartumdepression #paternalmentalhealth #newparents #emilyoster

“Whilst googling things like ‘new dad sad’ and ‘why am I crying new dad,’ I came across an article written by a doctor who had trouble connecting with his second child. I read the symptoms and felt an odd sense of relief.” Today we’re bringing back an essay by Kevin Maguire of @newfatherhood about his experience with paternal postpartum depression. We need to demystify these issues in order to change things for the better. Comment “Link” for a DM to read his full essay.

#parentdata #postpartum #postpartumdepression #paternalmentalhealth #newparents #emilyoster
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#emilyoster #parentdata #parentingcommunity #lookslikedaddy #lookslikemommy
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SLEEP DATA 💤 We asked you all about your kids’ sleep—and got nearly 15,000 survey responses to better understand kids’ sleep patterns. Comment “Link” for an article that breaks down our findings!

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Head to the newsletter for more and stay tuned for part two next week on naps! 🌙

#parentdata #emilyoster #childsleep #babysleep #parentingcommunity

SLEEP DATA 💤 We asked you all about your kids’ sleep—and got nearly 15,000 survey responses to better understand kids’ sleep patterns. Comment “Link” for an article that breaks down our findings!

This graph shows sleeping location by age. You’ll notice that for the first three months, most kids are in their own sleeping location in a parent’s room. Then, over the first year, this switches toward their own room. As kids age, sharing a room with a sibling becomes more common.

Head to the newsletter for more and stay tuned for part two next week on naps! 🌙

#parentdata #emilyoster #childsleep #babysleep #parentingcommunity
...

Weekends are good for extra cups of ☕️ and listening to podcasts. I asked our team how they pod—most people said on walks or during chores. What about you?

Comment “Link” to subscribe to ParentData with Emily Oster, joined by some excellent guests.

#parentdata #parentdatapodcast #parentingpodcast #parentingtips #emilyoster

Weekends are good for extra cups of ☕️ and listening to podcasts. I asked our team how they pod—most people said on walks or during chores. What about you?

Comment “Link” to subscribe to ParentData with Emily Oster, joined by some excellent guests.

#parentdata #parentdatapodcast #parentingpodcast #parentingtips #emilyoster
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