Democrats have spent months debating how and why they misplaced the 2024 election. However the full image of what occurred on Election Day is just now coming into view.
Essentially the most authoritative election analyses draw on a wide range of totally different knowledge sources, together with massive pattern polling, precinct-level returns, and voter file knowledge that reveals definitively who did and didn’t vote. And people final figures grew to become accessible solely lately.
The Democratic agency Blue Rose Analysis lately synthesized such knowledge right into a unified account of Kamala Harris’s defeat. Its evaluation will command a whole lot of consideration. Few pollsters boast a bigger knowledge set than Blue Rose — the corporate performed 26 million voter interviews in 2024. And the agency’s chief, David Shor, is perhaps probably the most influential knowledge scientist within the Democratic Get together.
I spoke with Shor about his post-mortem of the Harris marketing campaign. We mentioned the issues with the favored idea that Democrats misplaced due to low turnout; why zoomers are extra right-wing than millennials; how TikTok makes voters extra Republican; the place Donald Trump’s administration is most susceptible; what Democrats can do to win again working-class voters; and whether or not synthetic intelligence is poised to turbo-charge America’s tradition wars, amongst different issues. Our dialog has been edited for readability and concision.
• Democrats misplaced probably the most floor with politically disengaged voters, immigrants, and younger individuals.
• If each registered voter had turned out, Democrats would have misplaced by extra.
• TikTok seems to make its customers extra Republican.
• Nonwhite moderates and conservatives are voting extra like their white counterparts.
• The gender hole amongst younger voters was traditionally large in 2024.
• Democrats misplaced voters’ belief on the economic system and cost-of-living.
• Democrats’ best message in 2024 was an economically populist one.
• Donald Trump is leaning into probably the most unpopular components of his agenda.
• Democratic constituencies are rather more susceptible than Republican ones to AI-induced unemployment.
Earlier than we get into why Democrats misplaced the 2024 election, let’s discuss how they misplaced it: Which voting blocs shiftest the furthest proper over the previous 4 years?
A very powerful factor is that we noticed unimaginable polarization on political engagement itself. There’s a bunch of various methods to measure this: There’s what number of elections you vote in, or how vital politics is to your id. There’s how carefully you comply with the information. However throughout all of those, there’s a constant story: Essentially the most engaged individuals swung towards Democrats between 2020 and 2024, even though Democrats did worse total.
In the meantime, people who find themselves the least politically engaged swung enormously in opposition to Democrats. They’re a bunch that Biden both narrowly received or narrowly misplaced 4 years in the past. However this time, they voted for Trump by double digits.
And I believe that is simply analytically vital. Folks have a whole lot of complaints about how the mainstream media lined issues. However I believe it’s vital to notice that the individuals who watch the information probably the most really grew to become extra Democratic. And the issue was mainly this huge group of people that actually don’t comply with the information in any respect turning into extra conservative.
In the event that they’re not responding to mainstream media info, the place are they getting their views on politics? Is that this group reacting to the costs on the grocery retailer, or firsthand expertise of modifications within the economic system, immigration, or tradition?
Most individuals need to stability their response to goal info within the economic system with their preexisting ideological beliefs. A strongly Democratic voter isn’t going to change to Trump simply because they’re upset about excessive costs. So, it isn’t too stunning that the individuals with the weakest political loyalties could be probably the most attentive to modifications in financial situations.
And people who find themselves politically disengaged — like each different subgroup of individuals this election — overwhelmingly listed the price of residing as the factor they have been probably the most involved about.
However it will probably’t simply be inflation. Politically disengaged voters went from being a roughly impartial group in 2020 to favoring the Republicans by about 15 factors in 2024. However in the course of the Obama period, this was a solidly Democratic group, favoring us by between 10 and 15 factors. So there’s additionally this long-term pattern that goes past inflation or social media. Our coalition has been transitioning from working-class individuals to college-educated individuals.
To maneuver past the why, this shift within the partisanship of politically disengaged voters has a extremely vital implication: For a lot of the final 15 years, we’ve actually lived on this world the place the mantra was “If everyone votes, we win.” However we’re now at some extent the place the extra individuals vote, the higher Republicans do.
If I perceive you appropriately, you’re suggesting that Democrats can not rebuild a nationwide majority merely by juicing increased turnout, since registered voters as an entire have been extra pro-Trump in 2024 than those that really confirmed up on the polls.
However, many progressives have attributed Harris’s loss to depressed turnout amongst Democratic voters particularly. They level to the truth that, between 2020 and 2024, the Democratic presidential nominee’s vote complete fell by considerably greater than Trump’s tally elevated. And so they additionally notice that, based on AP Votecast, solely 4 % of Biden 2020 voters backed Trump final 12 months — whereas a roughly equal proportion of Trump 2020 voters switched to Kamala. So, of their telling, if defections roughly canceled out whereas numerous voters went from supporting Biden to staying house, then clearly the issue was insufficient Democratic turnout. So if Harris had centered extra on energizing the progressive base, she might need received. What do you suppose is flawed with that narrative?
Effectively, the issue with the AP VoteCast knowledge is that it was launched the day after the election. There was simply a whole lot of info that they didn’t have on the time. At this level, voter file knowledge has been launched for sufficient states to account for an amazing majority of the 2024 vote. And what’s actually cool about having that knowledge is that you would be able to actually decompose what fraction of the change in vote share was individuals altering their thoughts versus modifications in who voted.
And whenever you try this, you see that roughly 30 % of the change in Democratic vote share from 2020 to 2024 was modifications in who voted — modifications in turnout. However the different 70 % was individuals altering their thoughts. And that’s in keeping with the breakdown we’ve seen for many elections prior to now 30 years.
The fact is that these items all the time have a tendency to maneuver in the identical path — events that lose floor with swing voters are inclined to concurrently see worse turnout. And for a easy cause. There have been a whole lot of Democratic voters who have been offended at their get together final 12 months. And so they have been principally average and conservative Democrats offended about the price of residing and different points. And regardless that they couldn’t carry themselves to vote for a Republican, a whole lot of them stayed house. However mainly, their complaints have been similar to these of Biden voters who flipped to Trump.
The fact is that if all registered voters had turned out, then Donald Trump would’ve received the favored vote by 5 factors [instead of 1.7 points]. So, I believe {that a} “we have to flip up the temperature and mobilize everybody” technique would’ve made issues worse.
In line with your knowledge, voters who received their information from TikTok have been more likely to swing to the GOP than different voters, even after controlling for demographics. Why do you suppose that’s?
I believe individuals can debate how a lot of that is the character of the algorithm versus the strategic decisions that the events made. Lots of people argue that perhaps TikTok simply helps unfavorable content material get promoted, and that’s naturally dangerous for whoever’s the incumbent. However TikTok can be actually totally different from social media that got here earlier than.
Different social media websites are very depending on what individuals name “the follower graph.” In the event you look on Instagram Reels, for instance, the correlation between what number of views a video will get and what number of followers the creator has is extraordinarily excessive. On TikTok, it’s fairly a bit decrease than another platform. And the reason being TikTok makes use of machine studying to research a video — and make an excellent guess about whether or not it is going to be interesting — earlier than they present it to anybody. So in case your video is prone to be participating, it will probably get huge distribution even for those who don’t have a following. And that has been genuinely democratizing.
We used to reside on this world the place so as to get your message on the market, you needed to get individuals who write very well to soak up your message and put it out. And now, we’re in a world the place anybody could make a video and if that video is interesting, it’ll get on the market. And that is naturally dangerous for the left, just because the individuals who write very well are much more left-wing than the general inhabitants.
One in all my favourite stats on that is one thing that Nate Cohn put out a pair years in the past: Working-class white voters who’ve learn a guide within the final 12 months are rather more Democratic than working-class white voters who haven’t.
So what different teams did Democrats lose floor with, past those that pay little consideration to politics and TikTok fans?
In the event you take a look at predominantly immigrant neighborhoods, whether or not they’re white or Hispanic or Asian or African, you actually see these completely large shifts in opposition to Democrats. Trump received Corona in Queens. Immigrants go from a D+27 group in 2020 to a doubtlessly R+1 group in 2024.
I’m unsure why that occurred. I believe we’re nonetheless ready for knowledge to come back again. However I’d guess it’s the identical tales about the price of residing and cultural points and ideological polarization.
Talking of ideological polarization: One of many findings in your knowledge is that nonwhite voters who establish as “conservative” or “average” have been voting increasingly more like their white ideological counterparts over the previous few elections. So, the voters is polarizing much less on race and extra on ideology.
I really feel like there’s an argument that this was inevitable: Hispanic and Asian Individuals have been all the time prone to comply with the political trajectory of different immigrant teams, lots of which have been tethered to the Democratic Get together for the primary couple of generations however then began to polarize ideologically as they grew to become extra prosperous and assimilated. And you could possibly maybe inform a related story about Black Individuals, during which the easing of utmost racial oppression and segregation makes it simpler for conservative African Individuals to contemplate voting for the GOP.
However, perhaps Democrats simply made some avoidable errors that alienated these constituencies. So I’m questioning the way you perceive this growth?
If we take a look at 2016 to 2024 developments by race and beliefs, you see this clear story the place white voters actually didn’t shift in any respect. Kamala Harris did precisely in addition to Hillary Clinton did amongst white conservatives, white liberals, white moderates.
However for those who look amongst Hispanic and Asian voters, you see these huge double-digit declines. To focus on one instance: In 2016, Democrats received 81 % of Hispanic moderates. Quick-forward to 2024, Democrats received solely 57 % of Hispanic moderates, which is de facto similar to the 51 % that Harris received amongst white moderates.
You realize, white individuals solely actually began to polarize closely on ideology within the Nineteen Nineties. Now, nonwhite voters are beginning to polarize on ideology the identical manner that white voters did.
In the event you take a look at African Individuals, they didn’t swing almost as a lot. However in our polling, earlier than the Kamala switchover, Black voters have been poised to swing 7 to eight proportion factors in opposition to us.
As as to whether that is inevitable, I might say that to some extent getting 94 % of any ethnic group is unsustainable. However I believe that the losses that we’re seeing amongst nonwhite voters and immigrants is symptomatic of this broader, ideological polarization that Democrats are affected by.
Essentially, 40 % of the nation identifies as conservative. Roughly 40 % is average, 20 % is liberal, although it relies upon precisely the way you ask it. Generally it’s 25 % liberal. However the actuality is that, to the extent that Democrats attempt to polarize the voters on self-described ideology, that is simply one thing that performs into the palms of Republicans.
This isn’t essentially as ideologically restrictive as individuals suppose. In the event you take a look at moderates — and particularly nonwhite moderates — a bunch of them maintain very progressive views on a wide range of financial and social points. A really massive fraction of Trump voters establish as pro-choice. We’ve seen populist financial messaging do very nicely in our testing with voters of all types. However I believe that there are additionally some huge cultural divides between extremely educated individuals who reside in cities and everyone else. And to the extent that we make the cultural signifiers of those extremely educated individuals the face and the model of our get together, that’s going to make everybody else flip in opposition to us.
Younger individuals have been probably the most reliably Democratic constituencies for greater than a decade. In line with the Democratic knowledge agency Catalist, Joe Biden received voters beneath 30 by 23 factors in 2020. However Blue Rose Analysis’s knowledge means that Trump narrowly received that demographic in 2024.
How do younger voters match into this? In my understanding, younger voters shifted considerably in opposition to Democrats in 2024.
Yeah. So that is associated to the opposite developments: Younger individuals are extra nonwhite than the general voters. They’re extra politically disengaged than the general voters. However the single largest predictor of swing from 2020 to 2024 is age. Voters beneath 30 supported Biden by massive margins. However Donald Trump in all probability narrowly received 18- to 29-year-olds. That isn’t what the exit polls say. However for those who take a look at our survey knowledge, voter file knowledge, and precinct-level knowledge, that’s the image you get.
And for those who take a look at individuals beneath the age of 25, each single group — white, nonwhite, male or feminine — is significantly extra conservative than their millennial counterparts. And it even appears that Donald Trump narrowly received nonwhite 18-year-old males, which isn’t one thing that has ever occurred in Democratic politics earlier than.
So, younger individuals are fairly a bit extra right-wing than they have been 4 years in the past. And a whole lot of that’s substitute. It’s a unique set of younger individuals. It seems, individuals age.
What’s your sense of why this technology of younger individuals are extra conservative than we have been? Is it about every cohort’s distinctive formative experiences? In my understanding, political occasions that transpire throughout your adolescence and early maturity can form your worldview in a sturdy manner. So, perhaps the millennial technology got here of age in the course of the catastrophe that was George W. Bush’s second time period, after which related Democrats with an extremely charismatic two-term president in Barack Obama — whereas younger zoomers related Democrats with Covid and inflation beneath Biden? Or is one thing else at play?
Yeah, I believe a few of that story is true. Yair Ghitza has an unimaginable paper that reveals that individuals have formative political years. And you may predict a whole lot of how conservative somebody shall be from how fashionable the incumbent president was after they have been youngsters or after they have been of their 20s. And so I believe that’s positively true and it’s positively a part of the story. However I believe that there’s extra to the story than that.
In the event you take a look at the millennials, the millennials have been extra left-wing in a bunch of nations — Canada, the UK, and Europe. I believe that there’s a narrative you’ll be able to inform: Child boomers have been an extremely left-wing technology in most locations on the earth. And millennials have been their children.
However Gen X was actually fairly a bit extra conservative than the Boomers in most international locations. And there’s a whole lot of theories you can also make about that — response to the oil shocks, stagflation, neoliberalism. However regardless of the cause, Gen X got here out extra conservative. So I believe that half of the story is just that the present crop of younger individuals had Gen X mother and father. And in our surveys, if we ask individuals, “How Democratic have been your mother and father rising up?” zoomers are one thing like 7 % extra prone to say that they had Republican mother and father than millennials are.
However isn’t a part of the Democrats’ downside with youthful voters about males, particularly?
Yeah. There’s additionally this huge quantity of gender polarization. In the event you take a look at the gender hole — simply what fraction of the vote Kamala Harris received versus what fraction of the vote Donald Trump received amongst women and men — for voters over the age of 30, there was a few 10 % gender hole between women and men. And that’s roughly talking the place it’s been in American politics for a lot of the final 20 years.
However for those who take a look at voters beneath the age of 25, the gender hole has doubled in measurement. And for those who take a look at 18-year-olds, particularly, 18-year-old males have been 23 proportion factors extra prone to vote for Donald Trump than 18-year-old girls. And gender polarization appears to be rising in different international locations as nicely. The way it performs out varies from nation to nation. In Germany, for instance, younger girls voted in very excessive numbers for Die Linke, the left-wing get together there.
Quite a lot of various things could possibly be inflicting this. However I believe that for those who take a look at non-political polling, you’ll be able to actually see proof that there’s wild, cultural change afoot right here and mainly all over the place else within the on-line world. In Norway, there’s a ballot of highschool college students the place the fraction of younger males saying, “gender equality has gone too far” spiked in recent times.
I don’t know essentially what the reply to that’s. However I believe it’s vital to withstand nihilism. These younger males who’ve horrible, retrograde views on politics and gender relations are nonetheless pro-choice. They nonetheless assist common well being care. I believe we want our flesh pressers to give attention to these fights. Nevertheless it’s extraordinarily vital for different individuals — who don’t must win elections — to attempt to enhance the web discourse round these extra divisive points.
Earlier, you referenced the divide between cosmopolitan, school graduates who reside in huge cities and working-class voters. And also you prompt that Democrats must distance themselves from the sensibilities of extremely educated urbanites. I’m questioning for those who might get extra concrete. Do you suppose the get together merely wants to extend the salience of its finest points by specializing in them rhetorically? Or are there areas the place you imagine Democrats must grow to be substantively extra conservative?
I believe there are two crucial issues to grasp about this election. The very first thing is that the Biden administration was extraordinarily unpopular. His approval rankings collapsed after Afghanistan after which continued to say no as costs went up and immigration occurred. The funds fights within the fall of 2021 across the reconciliation package deal have been notably damaging. After which, his approval rankings by no means actually recovered. And so, I believe there’s a substantive angle to that.
The way in which that we like to trace points is that we take a look at 40 totally different points and we ask individuals mainly, “How vital are these points?” After which, “What get together do you belief extra on these points?”
In 2020, what individuals cared about probably the most was Covid and well being care. And people have been additionally the problems that individuals trusted us on probably the most. And so the factor we needed to do was very simple: We simply needed to discuss Covid and well being care. That’s what we did. And we received.
However the scenario this time was quite a bit tougher. The problem that voters cared probably the most about was overwhelmingly the price of residing. I actually can not stress how a lot individuals cared about the price of residing. In the event you ask what’s extra vital, the price of residing or another subject picked at random, individuals picked the price of residing 91 % of the time. It’s actually laborious to get 91 % of individuals to click on on something in a survey.
After the price of residing, it was the scale and scope of the federal authorities, the funds deficit, immigration, crime, and in addition well being care. And folks trusted Republicans on these points by double-digits — apart from well being care, the place we had a 2-point benefit, which was a lot decrease than our conventional benefit on that subject.
I believe there’s this nihilism that’s extremely popular in our business — that nothing we do, or that the aspect does, actually issues. However within the wake of inflation, voters went from favoring Republicans by about 5 factors on the economic system to favoring them by 15 or 16. And after Dobbs, voters began trusting the Democrats rather more on abortion. Training was once the Democrats’ strongest subject. However our standing on that collapsed throughout Covid, and now it’s mainly even. So, what individuals care about and belief us on actually is attentive to concrete occasions that occur on the earth. That isn’t one hundred pc of the story. There are a whole lot of different issues occurring. However what we do and what we are saying does matter.
To immediately reply your unique query — about how a lot of that is altering what our positions are versus messaging — I believe the precise particulars of that modify from subject to subject. However I believe that we now have to strategy this from the place that we’re in a deep belief gap. The folks that we’re making an attempt to steer have very totally different values than we do and have a really totally different notion of actuality. And a whole lot of these individuals are very poorly knowledgeable and actually don’t devour the sources of data that we broadcast to.
And so, there needs to be some mixture of messaging and outreach and modifications in how we strategy these platforms, and in addition in all probability some substantive modifications that handle what voters see as an error.
It appears to me that the Democratic Get together’s largest problem is much less the right way to win the presidency than the right way to win comfy Senate majorities. The median US state is rather more conservative than America as an entire, and because of this the Senate is closely biased in opposition to Democrats. In 2018 and 2020, Democrats received actually sturdy nationwide victories — and nonetheless ended up with simply 50 Senate votes in 2021. So, how grim do you suppose the get together’s prospects of successful again the Senate are within the close to time period, and the way can it go about bettering these odds?
I believe we must always begin by recognizing how fortunate we’re. In 2020, we received mainly each aggressive Senate race. And in each 2022 and 2024, we noticed one thing that I had by no means seen earlier than, which is that we did quite a bit higher in swing Senate races than we did nationally.
However a whole lot of that was the opposite aspect operating horrible candidates. And we will’t depend on that taking place endlessly. And even regardless of that — even regardless of traditionally well-run campaigns and traditionally weak opposition — right here we’re 4 years later at 47 Senate seats and with a really tough path to getting again to 50 even in a wave Democratic 12 months.
And I believe that one thing has to vary to ensure that us to have a majority that’s able to securing the Senate. However I don’t need to overemphasize the ideological dimension of that. What we actually must do to win in locations like Ohio and Iowa is change the model.
The candidate who outperformed probably the most in 2024 on the prime of the ticket was Dan Osborn in Nebraska. And a few of that was simply because he ran as an unbiased. However a whole lot of it was that he ran an economically populist marketing campaign that centered on points that individuals cared about. I believe that the average and left-wings of the get together don’t like one another very a lot, however they did each like Dan Osborn.
To push again a little bit on that, Osborn positively ran a populist marketing campaign. However he additionally aired ads declaring himself “the one actual conservative” within the race, attacked his Republican opponent for voting to fund the federal government, mentioned that he would personally assist construct Trump’s border wall, and didn’t endorse Kamala Harris.
And so, I really feel like there positively was a component of ideological moderation — or a minimum of, heterodoxy — to his strategy. Extra critically, Osborn refused to say which get together he would caucus with as soon as he received to the Senate. And but, assuming he secretly did intend to caucus with the Democrats, that’s a play you’ll be able to solely run a single time. After that first run, voters know which get together you actually favor. And it doesn’t appear tenable for Democratic Senate candidates writ massive to all faux that they assist Trump or would possibly really caucus with Republicans. So it’s not clear to me how the Osborn mannequin scales.
I believe the principle downside is that we tried this technique in an extremely crimson state. I believe Trump received Nebraska statewide by 13 factors. However there are a bunch of states he received by between 4 and seven factors. The diploma of ideological compromise that’s essential to win in a state like Ohio could be very totally different than the diploma of ideological compromise that’s essential to win in a state like Nebraska. And the present establishment is that we now have a really low likelihood of successful in these locations in any respect utilizing the present technique. However that mentioned, I believe that each wings of the get together need to make sacrifices to ensure that us to attain the coalition that we wish.
There’s an attention-grabbing pressure in your polling: Voters usually say that they want the Democratic Get together to be extra average, whereas additionally saying they favor “main change” and a “shock to the system” as a result of issues in America are going poorly. I believe many individuals would take a look at that and see a contradiction. In spite of everything, average Democrats usually have much less enthusiasm for main coverage change — and really feel extra comfy with the established order — than progressive Democrats do.
It’s difficult. On the one hand, voters say they thought that the Democratic candidate was too liberal. However then again, in our randomized management trials, the most effective testing ads have been extra appropriate with progressive critiques of the Harris marketing campaign. The one finest testing advert by the Kamala Harris marketing campaign was one the place she regarded immediately into the digital camera and mentioned one thing like, “I do know the price of residing is simply too excessive, and I’m going to repair that by constructing extra housing and taking over landlords who’re charging an excessive amount of.”
And I believe you will get into existential debates about what financial populism actually is. However I believe that the prevailing analysis actually pointed clearly towards the concept the voters wished financial change — and cared extra about that than preserving America’s establishments.
No matter you need to say about Trump, he has delivered a “shock to the system” — although perhaps not the one which voters have been hoping for. In your polling, has there been a discount in assist for the president since he took workplace? If that’s the case, the place do you see him as being most susceptible?
Yeah. Trump’s approval score has dropped since he took workplace. His rankings on his dealing with of the economic system, which traditionally was a robust go well with for him, have dropped probably the most, and his dealing with of price of residing has additionally gone down by fairly a bit. And Elon Musk has grow to be rather more unpopular and is now probably the most unpopular member of his administration by an excellent deal. Trump and Elon have actually spent the primary a part of their time period diving into the largest weaknesses of the Republican Get together — particularly, they’re making an attempt to go tax cuts for billionaires, they’re chopping important providers and inflicting chaos for normal individuals left and proper, whereas making an attempt to slash social security internet applications. It’s Paul Ryan-ism on steroids.
I believe we now have an actual alternative to return to the politics of 2012, when it comes to vigorously opposing these very unpopular financial modifications that Trump is pushing by way of.
The presentation that you just’ve been giving to Democratic stakeholders takes a pointy flip on the very finish. You warn that the get together can not get caught combating the final warfare, and argue that 1) AI goes to trigger mass unemployment within the comparatively close to future, 2) this social and political shock is prone to exacerbate partisan tensions within the US, and three) Democrats want to begin making ready for this situation. Are you able to clarify your reasoning?
I’m not an AI skilled by any means, however AI capabilities are rising dramatically. And AI consultants are very, very bullish on the extent to which AI methods are going to have the ability to substitute some fraction of jobs. The prediction markets say this, too. And I believe one thing that’s actually vital is that no matter whether or not it’s going to occur or not, the general public believes it is going to occur.
In the event you simply ask, “Do you imagine that AI will be capable to carry out most individuals’s jobs higher than people can within the subsequent 10 years?” 65 % of the inhabitants says sure and 35 % says no.
After which, whenever you ask, “Do you suppose this shall be good or dangerous?” One thing like 80 % of the inhabitants believes that that is going to be dangerous. And so, I believe that is one thing the place voters are forward of the political lessons of each events proper now.
I believe whenever you attempt to speculate about one thing like this, it’s vital to acknowledge that nothing like this has ever actually occurred earlier than, so it’s laborious to make predictions. However we labored with two economists, Jonathan Hersh and Daniel Rock, who’ve made fine-grained estimates of which jobs are going to be probably the most affected by AI and which the least. And their work signifies that this can influence college-educated individuals greater than working-class individuals for the straightforward cause that LLMs are advancing extra shortly than robotics is. And AI can even have an even bigger influence on employment in cities and suburbs than in rural areas. And it’ll influence girls greater than males.
And I actually fear that this will likely speed up these cultural divides that politics have been centered on within the final decade, in a manner that could possibly be unproductive and darkish. In a whole lot of methods, this could possibly be the largest tradition warfare battle of the century. And I don’t faux that I’ve the reply on what we must always do. However with Covid, we had this sudden shock and our response simply strengthened the dysfunctional cultural divides that had already opened up in 2016. And people results have persevered and made it tougher for us to win elections right now. However not like with Covid, we now have an actual likelihood of seeing this subsequent shock a 12 months or two forward of time. And we actually have to consider this proactively and never simply dig our heads into the sand.