Emily Oster

7 min Read Emily Oster

Emily Oster

COVID: Risks & Benefits Matrix

Emily Oster

7 min Read

If you follow me on Twitter or Instagram, you will have seen some frustration/snark/anger this week around schools. I think kids really need schools. I think parents need schools. I think the economy needs schools. And based on data from Europe and elsewhere, I think it is possible for a society to open schools relatively safely.

BUT: I am also very much in favor of public health and worried about COVID-19. And I’m basically in a demoralized place of feeling like it may not be possible for this society to open schools safely.

Earlier this week, in thinking about this, I was mad. It feels, at least to me, like we have our priorities wrong. For example, Disney World is open and schools may stay closed. I “articulated” this is in an all-caps angry Tweet (everyone know this is the best way to make yourself heard).

Then I went running, and calmed down, and tried to think about why I was so mad. Was there a clearer way to express these frustrations? What is it about opening Disney that set me off?

I’ve been seeing versions of this risk graph around a lot. It lines up activities in terms of their COVID risk — opening the mail and playing tennis in the least risky group, sporting events and bars at the top. I like this graph, and I think it can be useful in guiding both individual and policy choices. It is helpful in asking both what activities you should do, and also what activities policymakers should allow.

Choosing activities closely relates to the idea of a “risk budget”. As others have noted, our societal goal is not to reduce all risks to zero (we wouldn’t have cars, or pools, or many other things), but there is a limit to the level of risk we are willing to adopt. It is appropriate to be willing to take on some risk of COVID-19 transmission, but not infinite risk.

So: let’s imagine we have a risk budget, and we’re faced with these risk-ranked activities. If your goal was to allow (or do) as many activities as possible, you’d allow the lowest risk activities first, and then add on until you hit the budget.

But this focus on risk alone misses something very fundamental: benefits. These activities do not all have the same benefits, to individuals or to society. For example, this chart ranks grocery shopping as more risky than playing tennis. Probably true, but the benefits are also considerably higher. Similarly, going to a shopping mall is lower risk than child care and school in these rankings, but I’d venture many people would perceive the benefits of school as higher.

In fact, our goal is not to get the most activities allowed with our risk budget. Instead, it is to have the highest total benefit subject to the risk budget. This is true both of us personally and of society. To make good decision with that frame, it’s not enough to have the risk graph. We need to think about these risks along with benefits. Basically, we need two axes.

Here’s a simple version of a two-axis graph, capturing the risk levels in that link above, and my own personal preferences. There are some activities that are very important to me but also high risk, like seeing grandparents and having child care. There are others which are high risk and very unimportant to me, like bars (I have little kids; my bar days are over). And then there are low risk/high benefit activities (hiking) and low risk/low benefit activities (biking; I hate it and usually get badly injured).

For me, this is useful in thinking about things I definitely want to do (hiking) and definitely do not want to do (bars). It’s also helpful to think about trade-offs. If our family has a risk budget, we may need to choose between child care and grandparents.

We can make a similar graph for policy, for thinking about where the various activities states could allow fall on these axes. Here’s an example policy graph, where I’ve inserted my own views about the social benefits of these activities (hey, it’s my newsletter!), along with the risks.

If you were a policy-maker with these preferences, things in the upper left quadrant (parks, hiking trails) are probably the first things to open. When you think about moving to open more, and consider which high risk activities you want to allow, the right side of the graph give you a sense of rankings.

Activities in the bottom right quadrant should come after the upper right. They provide lower benefits at the same level of risk. It doesn’t mean you shouldn’t eventually do them (in non-COVID times I definitely support bars and gyms!), but they shouldn’t come first.

Now: I’ve drawn this picture based on what I would do as a social planner. But this is just my opinion. Others will differ. There are reasons to have bars and gyms and we may put houses of worship above schools. If you were the policy-maker, you’d draw a different picture. That’s fine. (For example, I put tennis in as a low benefit but not everyone will agree with that!)

Where I think this framework is helpful, though, is in articulating what we must believe as a society to defend the choices we are making. If we choose to open bars while schools stay closed the only way to defend that, given the risk data, is to say that you think the benefits of bars are much, much higher (perhaps people really enjoy them, or tax revenue). If that’s the case, it could make sense to spend your risk budget on them.

(You should also say you disagree with the risk assessments and, say, think that bars are not risky. This would be inconsistent with public health experts, so would be good to make explicit.)

I think this type of analysis also helps us make sense of some of the dialog around the Black Lives Matter protests in the past months. People were outraged when some policymakers were supportive of these protests, having previously told people not to go out of their homes. It’s right that protesting in a large group, even outside, is riskier than being in your house. But the social benefits of these protests were enormous. High risk, high benefit.

So what does one do with this? Well, on a personal level maybe making one of these could help with your own decision-making (we’re working on a richer, more interactive version for COVID-Explained!).

But, much more than that, I’d like to see this framework articulated in our policy discussions.

In my wildest dreams, I’d like to see each of our Governors give a press conference with a picture like this behind them which reflects their policies. It’s not that these policies aren’t defensible, but I would like to see people say: bars have a sufficiently high benefit that I’m prioritizing that over in-person schooling.

I might still be mad but at least I’d be better able to articulate why.

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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”
...

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

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
...

Here’s why I think you don’t have to throw away your baby bottles.

Here’s why I think you don’t have to throw away your baby bottles. ...

Drop your toddlers favorite thing right now in the comments—then grab some popcorn.

Original thread source: Reddit @croc_docs

Drop your toddlers favorite thing right now in the comments—then grab some popcorn.

Original thread source: Reddit @croc_docs
...

Just keep wiping.

Just keep wiping. ...

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

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
...

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

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
...

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.
...

Happy Father’s Day to the Fathers and Father figures in our ParentData community! 

Tag a Dad who this holiday may be tricky for. We’re sending you love. 💛

Happy Father’s Day to the Fathers and Father figures in our ParentData community!

Tag a Dad who this holiday may be tricky for. We’re sending you love. 💛
...

“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

“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
...

What does the data say about children who look more like one parent? Do they also inherit more character traits and mannerisms from that parent? Let’s talk about it 🔎

#emilyoster #parentdata #parentingcommunity #lookslikedaddy #lookslikemommy

What does the data say about children who look more like one parent? Do they also inherit more character traits and mannerisms from that parent? Let’s talk about it 🔎

#emilyoster #parentdata #parentingcommunity #lookslikedaddy #lookslikemommy
...

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

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
...