Emily Oster

10 min Read Emily Oster

Emily Oster

Labor Induction and C-Section

The facts behind the "cascade of interventions"

Emily Oster

10 min Read

What is the relationship between induced labor and having a C-section? This is one of the most common questions I get — once, someone ran after me on the street in New York to ask about it — and it’s not hard to see why. The share of induced labors has gone up over time, and many pregnant women will be offered, or pushed towards, a labor induction at or around 39 weeks of pregnancy.

Choosing labor induction often goes along with medical advice. On the flip side, though, there is a common concern that labor induction might decrease the chance of having a vaginal birth. The narrative is that labor induction is just the first part of a “cascade of interventions” that are more likely to lead to a C-section. C-sections are extremely safe, and can be literally lifesaving, but for many women they aren’t the preferred mode of delivery. The possible link with inductions may give pause.

So which is it? Do elective labor inductions make a C-section more likely?

There is a simple data-based answer to this, which is to cite the one large randomized trial on the topic. That trial suggests that, no, elective labor induction doesn’t lead to more C-sections. But this answer is incomplete. It doesn’t grapple with why other data might show something else, and it also doesn’t get to where this trial might have limitations. I’ll try to give a bit more of a complete picture today.

It’s easiest to start, though, with the randomized trial.

The ARRIVE trial

The best evidence we have on the link between induction and the rate of C-section (and other outcomes) comes from the ARRIVE trial. I’ve written about it before, in Expecting Better and also in this newsletter in 2020. The reason that this is our best data is that it’s a well-run randomized trial. The study recruited about 6,000 low-risk women in their first pregnancies. They were randomly allocated to two groups. In the “induction” group, women were encouraged to induce labor at 39 weeks. In the “expectant management” group, women were encouraged to either wait to go into labor on their own, or induce later if not (typically at 41 weeks).

Although the groups were only encouraged, not forced, in practice the induction group was more likely to be induced than the expectant management group. And because the allocation was randomized, there were no other reasons to expect the two groups to differ in their outcomes.

The researchers looked in the trial for any differences in the labor and delivery experience and any differences in the outcomes for infants. What they found was that there were no notable differences in the outcomes for infants — nothing significantly different across the two groups. This wasn’t a surprise. What was more surprising was they found a lower C-section rate in the induction group than in the other (18% versus 22%). This difference was small in magnitude, but it was surprising in part due to the initial concern that induction would lead to higher C-section rates.

This trial was very compelling, and it caused a lot of practitioners to change their thinking about induction, and what they did in practice. But there is lingering confusion. Most notably: If this trial is right, how do we make sense of so much other evidence showing that C-section rates are significantly higher in women who have induced labor? To answer that, we need to dive into those studies in more detail.

Non-randomized evidence

There are many, many non-random studies on this. I’m going to discuss just two, since I think they illustrate the basic points.

We can start with this paper, published in 2021 in the European Journal of Obstetrics & Gynecology and Reproductive Biology. The paper explores the relationship between induction and C-section in a sample of about 6,000 women at a hospital in Illinois. Using data from the hospital, the authors compare the C-section rate for women whose labor was induced with those who went into labor spontaneously.

The paper finds that at all gestational ages, the share of women who had a C-section was about 16 percentage points higher in the induced group than in the spontaneous labor group. This is a large and highly significant increase, as the authors note.

The problem is that it’s very difficult to attribute this to a causal effect of the induction, for at least two reasons. First, in many cases labor induction occurs because someone has a higher-risk pregnancy. Higher-risk pregnancies are more likely to have a C-section, independent of induction, and it’s hard to fully control for that factor.

Second, and probably more important here, the basic comparison is flawed. They are comparing C-section rates for women who are induced with those who show up already in labor. The fact that this latter group has already gone into labor, and progressed to at least some extent, effectively tells you something about their ability to “successfully” labor.

Put differently: the policy question we want to ask is whether the C-section rate would be higher if everyone were induced at 39 weeks rather than waiting and either be allowed to go into labor on their own or induced later if they did not.* This paper, instead, asks whether the C-section rate would be lower if everyone just went into labor on their own. The answer is almost certainly yes. But that’s not a policy! Whether people start labor on their own is not something over which we have control.

This study is inherently quite flawed. But observational data isn’t all inherently problematic, and better analyses lead to conclusions that echo the randomized trial evidence. For example, there is this study, which analyzed records of about 55,000 women over a period of five years at 21 hospitals in the northwestern U.S.

This study takes a different approach from the one above. Instead of comparing inductions with people who are in spontaneous labor, it compares women who are induced with those who continue their pregnancy. That is: take two women who are 39 weeks pregnant. One has an elective induction, one continues the pregnancy. In the end, how do the C-section rates compare?

The choice still isn’t random, but this analysis is much closer to the policy question we want to answer. In this case, the results echo the randomized trial. The C-section rate is about 15% in the induction group, 23% in the non-induction group. On the flip side, the authors find that the rate of instrument-assisted delivery (that’s delivery with forceps or a vacuum extractor) is higher in the induction group. Overall, the C-section result in particular echoes the randomized trial. And with a larger sample size and better design, this is a much more compelling study.

When we look at the broader swath of this literature, these papers are representative. It’s certainly possible to find studies that show a link between induction and C-section, but they tend to be those that do these more biased comparisons. Better data is more supportive of the randomized trial conclusions.

So … induction doesn’t lead to C-sections?

As implemented in the ARRIVE trial and comparable studies, it seems not.

Which brings us to the big uncertainty, which is whether the real world echoes the trials. Research trials like ARRIVE tend to be run in advanced medical centers, places that may differ in many ways from typical hospitals. Beyond this, the hospitals and their doctors know they are in the trial. It’s possible that this knowledge could impact their behavior (this is called the Hawthorne effect). If behaviors differ in other locations — or, rather, if the effect of inductions on C-sections is different — then the results from the trial may not be applicable everywhere.

This is always a concern in applying randomized trial results to the overall population. We sometimes frame it as a problem of “external validity” of the trial results. For the ARRIVE trial specifically, there are two things in the trial that critics have worried about. One is that the women in the trial are all low-risk women who haven’t had children before, and results could differ for others. The second issue is that the overall C-section rate in the trial is fairly low in both groups. This could point to something different about this context. The fact that the results of the trial are reflected in the larger non-randomized studies is encouraging, and perhaps downplays these concerns. But it’s impossible to fully dismiss them.

In reflecting on this and talking to others, what comes out most frequently in the discussion is the possible role of patience. Labor induction takes time. This is true of all labor, but induction in particular. It can be very slow to get going and slow to progress. Someone told me, “I tell my patients: bring a long book.”

This slowness, or the reaction to it, may influence the relationship between induction and C-section. If practitioners, or their patients, are impatient, they may react to a long labor by moving to a C-section. If induced labor is slower than spontaneous labor, this may happen more in that group. And it might be that this factor is less important in a trial like this one, where everyone is aware of what is being studied, and perhaps thinking through the decisions.

A lot of the discussion around inductions and C-sections is focused on the general feeling that C-section rates are too high. In reality, it may be the case that this impatience — in induced or spontaneous labor — could be a bigger key. We get a nice picture of this from a 2018 paper that studied what happened at one hospital when it changed the guidelines for how it defined a stalled labor.

The new guidelines effectively allowed for a slower progression of labor before a conclusion that a C-section might be necessary. And in response, the hospital saw a 30% decrease in its C-section rate. There’s nothing here specifically about induction — these new policies applied across the board — but this provides a good clue (at least to me) that patience is really key.

Should I be induced?

This entire post is focused on the research question of whether inductions increase the risk of a C-section. The answer to this is one input to the decision of whether or not to have one, but it is not the only one. An induction changes the experience of labor. It isn’t something that everyone wants. If the birth experience you want involves starting labor at home, that’s an important consideration too.

Like with many decisions, data is an input — and this data is reassuring if an induction is the direction you want to go — but only one input. These decisions should be made together between patients and doctors. Armed with data, but also with preferences.


*I use “policy” here loosely — no one is expecting there to be some government policy on labor induction. This is a hospital policy or an obstetrics practice policy.

A chart to help readers decide whether spontaneous labor or induction is the right choice for them.
Community Guidelines
A line graph with pink, yellow, and blue dots representing life's ups and downs.

Feb 21 2023

3 min Read

Wins, Woes, and Autism

Your stories for the week

A pregnant person is supported by a partner in a pool of water for a water birth.

Feb 23 2023

7 min Read

Labor Positions

And what I might have done differently

Close up of a postpartum belly with baby hands.

Feb 17 2023

2 min Read

Should I Try Stomach Binding Postpartum?

Ask ParentData

Jan 30 2023

9 min Read

Prenatal Testing Deep Dive

A review of the options for trisomy detection

Instagram

left right
Happy fall, everyone! What parenting moments do you look forward to (or dread) when the season changes? Let me know in the comments 🍂

#daylightsavings #parentingtips #parentinghumor #fallactivities #emilyoster

Happy fall, everyone! What parenting moments do you look forward to (or dread) when the season changes? Let me know in the comments 🍂

#daylightsavings #parentingtips #parentinghumor #fallactivities #emilyoster
...

Curious about the role of midwives in childbirth? Today on the ParentData Podcast, we have Ann Ledbetter help us dive into all things midwives—exploring their unique approaches, the impact on birth outcomes, and what makes midwife care distinct.

Listen to this episode now and subscribe to ParentData with Emily Oster in your favorite podcast app 🎧

#parentdata #parentdatapodcast #midwives #midwifery #epidural #emilyoster

Curious about the role of midwives in childbirth? Today on the ParentData Podcast, we have Ann Ledbetter help us dive into all things midwives—exploring their unique approaches, the impact on birth outcomes, and what makes midwife care distinct.

Listen to this episode now and subscribe to ParentData with Emily Oster in your favorite podcast app 🎧

#parentdata #parentdatapodcast #midwives #midwifery #epidural #emilyoster
...

Parenthood isn’t something anyone should navigate alone. It’s about showing up for the moms, dads, and families in your circle—especially when things don’t go as planned. Whether it’s a pregnancy complication or the challenges of postpartum life, we can all play a part in supporting each other.

#TheUnexpected gives tools to better understand and help the parents you love. Link in bio to learn more about the book! If you’ve read it, what stuck out most to you? Share in the comments below 💛

#emilyoster #pregnancycomplications #parentingcommunity #parentingsupport

Parenthood isn’t something anyone should navigate alone. It’s about showing up for the moms, dads, and families in your circle—especially when things don’t go as planned. Whether it’s a pregnancy complication or the challenges of postpartum life, we can all play a part in supporting each other.

#TheUnexpected gives tools to better understand and help the parents you love. Link in bio to learn more about the book! If you’ve read it, what stuck out most to you? Share in the comments below 💛

#emilyoster #pregnancycomplications #parentingcommunity #parentingsupport
...

Do men really get worse colds? Not really, but they definitely think so! 

#mancold #perceptionvsreality #sickday #staystrong #emilyoster

Do men really get worse colds? Not really, but they definitely think so!

#mancold #perceptionvsreality #sickday #staystrong #emilyoster
...

💧 Is your kid drinking bathwater? Here’s the 411: It’s gross but not dangerous! Comment “Link” for my full guide to bathtime.

 A little soap or mold from toys isn’t harmful, and diluted pee is no big deal. Eating a lot of poop can make you sick, but in small amounts, it isn’t toxic.

Bottom line: Bathwater isn’t your kid’s best drink option, but don’t stress too much! Just keep an eye on them during bathtime for safety. 

#kidsbathtime #bathtoys #bathtimefuntime #emilyoster #parentdata

💧 Is your kid drinking bathwater? Here’s the 411: It’s gross but not dangerous! Comment “Link” for my full guide to bathtime.

A little soap or mold from toys isn’t harmful, and diluted pee is no big deal. Eating a lot of poop can make you sick, but in small amounts, it isn’t toxic.

Bottom line: Bathwater isn’t your kid’s best drink option, but don’t stress too much! Just keep an eye on them during bathtime for safety.

#kidsbathtime #bathtoys #bathtimefuntime #emilyoster #parentdata
...

Why is it that schools always call mom, even when dad’s the one with more availability? Comment “Link” to dive into the data on inequality in parental workloads.

A study shows just how deep the gender divide runs when it comes to household labor—even in something as simple as a phone call. Does this ring true for you? Share your experience in the comments 👇

#gendergap #momstruggles #parentsupport #emilyoster #parentdata

Why is it that schools always call mom, even when dad’s the one with more availability? Comment “Link” to dive into the data on inequality in parental workloads.

A study shows just how deep the gender divide runs when it comes to household labor—even in something as simple as a phone call. Does this ring true for you? Share your experience in the comments 👇

#gendergap #momstruggles #parentsupport #emilyoster #parentdata
...

Is your child getting enough sleep? 💤 Kids need 9-11 hours of rest for better focus, behavior, and health. Comment “Link” for an article on the importance of sleep and how to help your kids get more of it. It’s time to make sleep a priority!

#childsleep #childhooddevelopment #parentingtips #emilyoster #parentdata

Is your child getting enough sleep? 💤 Kids need 9-11 hours of rest for better focus, behavior, and health. Comment “Link” for an article on the importance of sleep and how to help your kids get more of it. It’s time to make sleep a priority!

#childsleep #childhooddevelopment #parentingtips #emilyoster #parentdata
...

Here’s my rant on motherhood inspired by the Barbie movie. Motherhood is hard enough without the unsolicited expectations we’re constantly assigned. As I always say, there is no secret option c. You’re doing great, and I hope you know that! 

Share this with a mom you think is doing great!

#parentdata #emilyoster #motherhood #barbiemovie

Here’s my rant on motherhood inspired by the Barbie movie. Motherhood is hard enough without the unsolicited expectations we’re constantly assigned. As I always say, there is no secret option c. You’re doing great, and I hope you know that!

Share this with a mom you think is doing great!

#parentdata #emilyoster #motherhood #barbiemovie
...

Ever seen a headline that makes your heart race, but when you dig deeper, the study behind it doesn’t hold up? That’s a panic headline! It’s designed to grab attention and spark fear, but the research it’s based on is often weak or irrelevant. Next time you see one, take a breath, look closer, and don’t let sensationalism get you stressed out.

What’s the most recent panic headline you’ve seen? Drop it in the comments and let’s break it down together! ⬇️

#parentdata #emilyoster #panicheadline #datadriven #riskmanagement #parentingstruggles

Ever seen a headline that makes your heart race, but when you dig deeper, the study behind it doesn’t hold up? That’s a panic headline! It’s designed to grab attention and spark fear, but the research it’s based on is often weak or irrelevant. Next time you see one, take a breath, look closer, and don’t let sensationalism get you stressed out.

What’s the most recent panic headline you’ve seen? Drop it in the comments and let’s break it down together! ⬇️

#parentdata #emilyoster #panicheadline #datadriven #riskmanagement #parentingstruggles
...

Is constant phone access impacting your child’s development? 📵 Today on the ParentData podcast, listen to @profemilyoster and @jonathanhaidt discuss the impact of phones and social media on learning and child mental health.

Listen to this episode now and subscribe to ParentData with Emily Oster in your favorite podcast app 🎧

#parentdata #parentdatapodcast #theanxiousgeneration #kidsmentalhealth #screentime #jonathanhaidt #emilyoster

Is constant phone access impacting your child’s development? 📵 Today on the ParentData podcast, listen to @profemilyoster and @jonathanhaidt discuss the impact of phones and social media on learning and child mental health.

Listen to this episode now and subscribe to ParentData with Emily Oster in your favorite podcast app 🎧

#parentdata #parentdatapodcast #theanxiousgeneration #kidsmentalhealth #screentime #jonathanhaidt #emilyoster
...

Here’s your Monday reminder for the start of the school year: You’re doing a great job, rice bunnies or not!

This is a sneak peek from the Saturday newsletter on ParentData. Want more parenting tips and insights? Subscribe now at the link in bio.

#parentdata #emilyoster #parentingadvice #parentingtips #parentingquotes #parentingishard

Here’s your Monday reminder for the start of the school year: You’re doing a great job, rice bunnies or not!

This is a sneak peek from the Saturday newsletter on ParentData. Want more parenting tips and insights? Subscribe now at the link in bio.

#parentdata #emilyoster #parentingadvice #parentingtips #parentingquotes #parentingishard
...

Reflux: It’s more common than you think! Comment “Link” for an article by @thepediatricianmom breaking down the information we have about reflux — what it is, what you can do, and red flags to look out for.

This graph shows how reflux changes with age. Nearly half of all babies experience reflux by 3 months, often peaking around 4 months before improving by their first birthday. And remember, if you’re struggling, you’re not alone. The most effective treatment for infant reflux is time. It will get better!

#parentdata #refluxbaby #babyreflux #spitup #parentingadvice #emilyoster

Reflux: It’s more common than you think! Comment “Link” for an article by @thepediatricianmom breaking down the information we have about reflux — what it is, what you can do, and red flags to look out for.

This graph shows how reflux changes with age. Nearly half of all babies experience reflux by 3 months, often peaking around 4 months before improving by their first birthday. And remember, if you’re struggling, you’re not alone. The most effective treatment for infant reflux is time. It will get better!

#parentdata #refluxbaby #babyreflux #spitup #parentingadvice #emilyoster
...

We’re heading into a three-day weekend, which means a lot of you might take the opportunity to do some potty training. 

Here are some things to keep in mind:
🚽 It takes longer than three days (based on the data!)
🚽 Your child will have trouble staying dry at night.
🚽 Poop sometimes comes later than pee – this is common, you just have to work through it.

Comment “Link” for an article that breaks down potty training data from ParentData readers,  along with helpful tips and tricks.

#pottytraining #pottytrainingtips #pottytrainingproblems #parentdata #emilyoster

We’re heading into a three-day weekend, which means a lot of you might take the opportunity to do some potty training.

Here are some things to keep in mind:
🚽 It takes longer than three days (based on the data!)
🚽 Your child will have trouble staying dry at night.
🚽 Poop sometimes comes later than pee – this is common, you just have to work through it.

Comment “Link” for an article that breaks down potty training data from ParentData readers, along with helpful tips and tricks.

#pottytraining #pottytrainingtips #pottytrainingproblems #parentdata #emilyoster
...

Trampoline parks: great way to get the sillies out or injury haven? Or both? Comment “Link” for an article breaking down a 2023 study on injury trends in trampoline parks.

Here’s a visualisation based on the paper, showing the injury rate by area. Beware the foam pit and the high-performance areas! Slam-dunking, though, seems fine.

#parentdata #emilyoster #trampolinepark #childsafety #trampolinefun

Trampoline parks: great way to get the sillies out or injury haven? Or both? Comment “Link” for an article breaking down a 2023 study on injury trends in trampoline parks.

Here’s a visualisation based on the paper, showing the injury rate by area. Beware the foam pit and the high-performance areas! Slam-dunking, though, seems fine.

#parentdata #emilyoster #trampolinepark #childsafety #trampolinefun
...

I’m teaming up with @Wholefoods to remind you that even though school lunches can be tricky, they have everything you need, from conventional to organic, to give you peace of mind about the foods your kids eat. Through their rigorous Quality Standards, they ban 300+ ingredients from food. 

Does your kid have any special or weird lunch requests? Share in the comments! Tap the link in my bio for more tips and inspiration #WholeFoodsMarket

I’m teaming up with @Wholefoods to remind you that even though school lunches can be tricky, they have everything you need, from conventional to organic, to give you peace of mind about the foods your kids eat. Through their rigorous Quality Standards, they ban 300+ ingredients from food.

Does your kid have any special or weird lunch requests? Share in the comments! Tap the link in my bio for more tips and inspiration #WholeFoodsMarket
...

Travel is already stressful. Add kids to the equation, and it becomes even more complicated. Here are 3 tips and considerations for handling jet lag in kids.

#travelwithkids #jetlag #melatonin #parentingtips #parentdata #emilyoster

Travel is already stressful. Add kids to the equation, and it becomes even more complicated. Here are 3 tips and considerations for handling jet lag in kids.

#travelwithkids #jetlag #melatonin #parentingtips #parentdata #emilyoster
...