Showing posts with label 2016 Election. Show all posts
Showing posts with label 2016 Election. Show all posts

Saturday, January 28, 2023

The Primary Problem

The Presidential Primaries as we understand them are a relatively recent development in America’s electoral politics. Not that America's electoral system has been immutable; from changes to electing the President and Vice President on a single ticket to the direct election of Senators, America has been willing to change its processes for electing its governing officials. The modern Presidential Primary process we are familiar with today is a response to the riots at the 1968 Democratic National Convention in Chicago.

To understand the adoption of the modern system, we should set the stage leading up to the 1968 DNC. In 1968 Lyndon Johnson was President and had only four years early won reelection in a landslide victory. However, despite passing some legislation popular with the Democratic base, like the 1964 Civil Rights Act and the 1965 Voting Rights Act, civil strife at home continued to grow. The Civil Rights movement continued its fight for equality and the Vietnam War continued to drag on, distracting from Johnson's domestic agenda—'The Great Society'. The absence of a clear motivation or objective for the Vietnam War—other than the increasingly broad policy of 'Containment'—along with the draft and apparent lack of any progress towards victory galvanized the public against the war,
particularly among young Americans. As a result, the anti-war movement became a focal point of the 1968 Democratic Presidential Primary.

Tapping into this zeitgeist, Eugene McCarthy, Democratic Senator from Minnesota—not to be confused with Joseph McCarthy, Republican Senator from Wisconsin, of 'Red Scare' and 'McCarthyism' fame two decades prior—ran a primary campaign against President Johnson on an anti-war platform. Meanwhile, President Johnson, an adept politician, read the tea leaves and announced that he would not seek reelection on March 31, 1968. Four weeks later, Johnson’s Vice President, Hubert Humphrey, declared his candidacy for the Democratic nomination for President.

Leading up to the Convention, held during the final week of August 1968, only 13 states and Washington DC held primary elections. Humphrey was not on the ballot in any of these primary elections, yet he won the Democratic nomination from delegates from the remaining 37 states controlled by party leaders. Outraged by the party leadership's flagrant power grab, anti-war protesters confronted police outside the convention hall, which devolved into a riot.

In response to the chaos of the 1968 DNC, the Democratic Party decided to hold primaries or caucuses in every state to decide their nominee for President. The Republican Party followed suit shortly after.

Though not nearly as dramatic as the events of the 1968 DNC, tumult during the 2020 primary has again pushed Democrats to rethink how they conduct their primaries. During the 2020 Iowa Caucus, the first contest between Presidential candidates, a failure of the electronic voting software delayed results, caused confusion, and ultimately led to conspiracy theories over stolen votes. The discussion whether to replace Iowa—and New Hampshire—as the first primary states predates the 2020 hiccup, however. Some have pointed out that both Iowa and New Hampshire are whiter and more rural than the country as a whole, and so, are unrepresentative of the country. This matters because the early states in the primary process winnow the field of candidates, effectively selecting the candidates later states will vote for. Voters in two states that are predominately white and rural are going to have different considerations than a more diverse and urban electorate.

President Joe Biden has weighed into the discussion, proposing South Carolina be the first primary state. President Biden owes his presidency to his primary victory in South Carolina. Heading into another primary in a year, the President likely wanted to discourage any potential challengers, and if one should arise he would want an early, decisive victory to quash any concerns over his electoral chances before they arose. If there was any doubt that President Biden’s suggestion of South Carolina was about politics and not representation, FiveThirtyEight looked at which states were most representative of the Democratic Party’s base. They found South Carolina ranked 46, behind Iowa (42) and New Hampshire (34).

While there are some objective measures over which state is most representative of the country to go first in the primaries—Illinois according to FiveThirtyEight—I think this begs the question, should any one state be first in the primaries? After all, voters in a Midwest state, even a representative one, will have considerations other than voters in the plains dealing with drought, or boarder states dealing with immigration, or coastal states dealing with rising sea levels.

Iowa and New Hampshire will make the case for themselves to continue to hold their positions as first in the nation. Some of these I find convincing; others, not so much. These states will argue that because they have held this position in the primaries for so long the residents of the state understand the importance of their selections and take this responsibility seriously. This, I’m not so convinced by, but we’ll look into voter motivation a bit later. The argument continues; because both Iowa and New Hampshire are relatively small, candidates are able to easily visit every major town and every county; meeting with voters across the state. This 'retail politics' is important for candidates to hone their message and actually "touch grass". I am a bit more persuaded by this argument; politicians should understand the interests and concerns of the people they are seeking to represent, however, the early campaign message is being tailored to an electorate that does not look like the nation. And lastly, the media markets in these states are relatively cheap. This gives newcomers who do not have a campaign war-chest or a robust fundraising network in place the ability to compete. I think this too, is a valid argument. We should not want a system that is biased towards a ruling class and only allows the wealthy to break onto the political scene. 

So, the question then becomes, can we achieve these benefits while also improving representation? To this point we’ve done a bit of stage setting, but let’s complete the picture with a quick look at what primaries look like today. I opted to look at the 2016 Presidential Primary calendar because (1) it was an open primary for both Democrats and Republicans, and (2) the 2020 Primary calendar was interrupted and jumbled by the COVID-19 pandemic. In 2016 the primaries began on Monday, February 1, with the Iowa Caucus and ended Tuesday, June 7. It spanned five months and there were 20 different election days. The primaries also began seven months before the party national conventions that are typically held in August—though candidates are declaring their candidacies earlier and earlier in the election cycle.

Of the 50 state elections held by both parties to determine their nominee, Democrats held 14 caucuses and Republicans held 13. If you live in a state that holds the more common primary and are unfamiliar with caucuses; these are party meetings typically held during the evening, in a public place where candidate surrogates make speeches before voters cast their ballot. This creates barriers of participation for people who cannot take time off work, find transportation to the caucus location, find someone to care for their children, or cannot attend an hours long meeting during the week for a myriad of other reasons. Many others have made the case against caucuses so I will not go into detail here. As the main thrust of my argument is for greater representation, caucuses that systemically preclude full representation—specifically participants of specific groups like parents, the sick or disabled, or poor—should be retired in favor of primaries.

Now to get back to our question; should any one state be the first primary state? Inspired by FiveThirtyEight, I did my own analysis of the demographics of states based on race, educational attainment, urban and rural divide, occupation, and employment status. Unlike FiveThirtyEight, I looked at the country as a whole and not the demographic breakdown for one or both of the parties. I also included a few more categories than the team a FiveThirtyEight. Based on the metrics I used, Oregon should be the first state to hold a primary—South Carolina is ranked 26, Iowa 38, and New Hampshire 43.

To those who do not live in Oregon, it might seem like an odd choice (to those in Oregon it might seem odd!); Oregon is whiter and slightly more educated than the nation as a whole. However, its rural-urban divide, occupation, and employment rate trend very closely to the national average. 

If ranking by race alone Illinois would be first; educational attainment – Georgia; rural-urban divide and occupation – Oregon; employment – New York. These other states may seem like more natural choices, they are states that are often in the political discussion in a way the Oregon is not.  

If we were to select one of these states to be first though, what other arguments would we have in defense of any individual state over the others? Cards on the table, I think an average of each of these metrics should be used, but I have no good argument for Oregon, alone, to be first. There may be reasons why a state should not be first; the state already holds an outsized influence over politics and media—think New York or California—or, as has been argued, the state is unrepresentative of the country. However, I am not able to defend weighing one state's political quirks more heavily by placing it first in the primaries, even if it is the most representative state in the country. Particularly because those quirky political preferences are weighed so heavily by our primary process. 

I said I would return to voter motivation, so lets take a look at that now. Every four years as part of the horse race coverage there will be stories about 'electability'. No one really knows what electability means. It is a lot of vibes, but one could assume it means something like broadly popular and able to win elections. A candidate is able to make a strong case for this by, well, winning primary elections. But the strange thing about the discussion around electability is that it is a bit circular in its reasoning. Discussions over candidate electability often lack the context of 'favorability' or 'strength of support' polling, which might actually do a better job of telling us who voters like and support—i.e. who is electable. Instead, electability seems to be asking respondents who they think has the most support and is the most well liked. In the early primary states there are few metrics for voters to inform this decision; there are fewer poll results and no primary results. So, the electability metrics that are released are take into consideration by voters, and because partisan primary voters want their party to win in the upcoming general election, they vote accordingly. And here is the circular reasoning; voters think a candidate is electable and so will vote for that candidate, who wins the election because they were electable (or more accurately, perceived to be electable). After the first few primary results come in, some candidates will perform well and appear electable while others will perform poorly and drop out. This is the winnowing effect of the early states that we previously discussed; but what's more, these early states have defined a narrative for the winning candidates going forward—namely, that they are electable.  

In 2016 Iowa voted first on February 1 and a week later New Hampshire voted on February 9, then about a week and a half later the next election was held on February 20. In the Republican field, Ted Cruz won the Iowa Caucus; Rand Paul, Mike Huckabee, and Rick Santorum dropped out. Donald Trump won the next primary in New Hampshire; Jim Gilmore, Chris Christie, and Carly Fiorina dropped out. Two elections and the field of Republican candidates was halved. On the Democratic side Hillary Clinton won the Iowa Caucus; Martin O'Malley withdrew after, leaving the race between Clinton and Bernie Sanders up to the Convention. 

Following New Hampshire there is a week and a half before the next set of primaries for the media to start to create narratives for election based on the results 1.38% of the country. Even if California were to be first in the nation, at 12% of the nation's population, would we think this fair? Perhaps, but I think there is a better way. It seems to me, the primary calendar should be, to some extent, condensed and regional primaries should be held.


 Above is my suggested regional groupings for primaries. Refer to Figure 1 in the linked support below for further detail of this breakdown. When trying to determine the regional groupings I had a couple objectives in mind; (1) I tried to keep the regions compact and (2) I tried to ensure the population across regions was relatively consistent. The latter is why some groupings might look a little odd, like Pennsylvanian's inclusion in the Appalachia grouping instead of New England or the Midwest. However, if I were to group PA with New York in New England, or with Ohio and Illinois in the Midwest the results of these regions would potentially weigh more heavily. It is the same reason Texas and Florida are separated. 

Maintaining compact regions is important for one of the reasons that Iowa and New Hampshire argue they should be first; it should be as easy as possible for candidates to traverse the regions to see as many voters as possible. That will be easier in some regions than others, the Central region is very large, but that is in the interest of this region having a comparable population to the others. By having regions, for the most part, continuous it allows candidates to set routes and continually stop and visit with voters in different regions in a way that would not make sense if Florida was grouped with Washington. Sure, a candidate could drive, stopping a long the way, but that would be wasting valuable time on states that have either already voted or will be voting in a later primary, at the expense of some states that will be voting in the next primary. 

One might argue that this is exacerbating the problem; we are swapping out the interests of the first few states for the interests of the first region. This is a fair concern, but as we did with individual states, we can identify which region is most representative of the nation to prioritize that group first. Furthermore, while there may be some regionalism at play, the individual politics of each state are unique leading to a greater diversity of representation. 

Pressing on this further, one might point out that this system would continue to favor larger states. Candidates would spend their time campaigning in the largest states in the region. To this I would point out that in several regions there is more than one highly populated state and this would not obviously be a sound strategy as it would effectively be forfeiting in the other states, which leads to my next point.

With each region having a similar population there is no obvious leader, meaning that winning the first region may not be as significant as winning the first state. This is because the results of the first primary become a bit more complicated. A candidate might come out of the first set of primaries with the most delegates, but they  may not win a majority of the states or votes. Or maybe a different candidate wins in each state. Or perhaps the candidate that wins a plurality of the states or votes does not win the most delegates. Any of these results preclude a clean narrative of a front runner. Sure, there will likely be candidates that drop out, but the mixed results allow more to stay in. It may not remove the 'electability' question, but it at least would allow more candidates to credibly make an argument for it, allowing for later primary regions to vote for their preferred candidates.

It is also worth considering how this will affect the campaign strategies of candidates. Not that there is no strategy currently involved in primary campaigns, but this would allow candidates deploy their resources differently. Under the current system candidates take a risk not campaigning heavily in Iowa and New Hampshire; the strategy paid off for President Biden, but not everyone is a former Vice President with deep connections in Congress (specifically to Representative Jim Clyburn from South Carolina). 

Consider the New England region; less well-funded candidates could choose to forego media buys in the expensive New York media market in favor of flooding New Hampshire, Vermont, and Maine with ad buys. Sure, well funded campaigns with wealthy donors are going to be able to play in every market, but how is that different than how the campaigns are currently conducted? And if well funded campaigns do decide to go the route of expensive ad buys in the New York market hoping to win a knockout win with a big delegate haul, they will have fewer dollars for ad buys in other markets. This allows new comers to the national political stage to target their campaigns in hopes of breaking through other, smaller media markets and notching a couple wins to carry momentum into the next regional primary. 

To state the implications of this plainly; the adoption of regional primaries would include expensive media markets in nearly every region. However, because there are so many markets in play at the same time, it has the potential to dilute well-funded campaign's ability to flood all media markets making less well-funded campaign's media efforts in cheaper markets more potent. 

So, now that we are all convinced, we should have regional primaries, which region should go first? Based on my analysis, the order should be South Central first, followed by the Midwest, South East, New England, Central, Appalachia, and West Coast last. 

I think order matters a bit less if a regional primary calendar is adopted, for the same reasons given for adopting regional primaries in the first place. It has also been suggested that a rotating primary schedule should be adopted so that one region (or state) is not always first, which seems reasonable to me. 

Parties are largely in control of how primaries are conducted. Its true that Iowa and New Hampshire have state laws requiring that they are the first states to hold caucuses or primaries, but there are ways around this. I mention this because it means it is far easier to reform this specific part of our electoral system than it would be to reform general election processes; through Constitutional amendment or reform efforts in each of the 50 states. I would like to say that it is good that the Democratic party is again wrestling with the problems in their primary system, however, it seems clear that they have placed Democrat priorities over democratic principles. Primaries are where our electoral process begins; if that first step is unrepresentative then how can the elections that follow be representative?

Saturday, January 1, 2022

Investigating the Narrative: Trump's Claims of Fraud

On November 27, 2016 Donald Trump tweeted, In addition to winning the Electoral College in a landslide, I won the popular vote if you deduct the millions of people who voted illegally.” Despite winning the Electoral College and the Presidency in the 2016 election Trump claimed that he actually won the popular vote as well, if not for voter fraud. A serious claim in a democratic republic, so let us take the claim seriously for a moment. 

In his tweet Trump claimed there were “millions” who voted illegally, later he would place the actual level of suspected fraudulent votes between 3 and 5 million. However, as Hillary Clinton won the popular vote in the 2016 election by 2,868,686 votes, we will provide the most generous position to Trump and assume that only 2,868,686 + 1 votes were illegally cast for Clinton to provide him with the narrowest popular vote margin. (You will see why this is generous in a moment).

This represents 2% of the total 136,669,276 votes cast in that election. However, it is reasonable to interpret Trump’s tweet as claiming that illegal votes were cast for Clinton only. Taking that into account, this 2.86 million vote margin represents 4% of the total 65,853,514 votes cast for Clinton. Further, if the Clinton campaign were to commit voter fraud, one would assume it would be to the extent that would result in her campaign winning the popular vote in that state. With that assumption, as well, the margin of victory in states Clinton won was 11,226,356, or 9% of the of the 33,399,673 votes cast for her in those 21 states she won.

However, maybe this last assumption is not so sound as Clinton failed to effectively campaign in the “Blue Wall” states of Wisconsin, Michigan, and Pennsylvania; assuming these historically Democratic states would continue to vote Democratic—she lost these three states by a combined 77,744 votes. 

Perhaps it was this hubris which led to the miscalculation of where voter fraud needed to be recorded. So, let’s look at the margin of victory of states Clinton won. Her average margin of victory was 535 thousand votes. But if we are to look more closely, we would see that she won four states by more than 900,000 votes—California, New York, Illinois, and Massachusetts. The Clinton Campaign may have been arrogant enough to ignore Midwestern states, however, they were aware of the Electoral College and understood its mechanics. Winning California by 4.26 million or New York by 1.73 million votes would not advantage Clinton in the Electoral College in any way. In other words, Clinton running up the score in states like California and New York did not matter, as Trump’s victory shows, and she knew this.   

With that said, we will continue under the assumption that roughly 4% of the total votes cast for Clinton in the 2016 election were fraudulent. Though it should be noted that Trump specifically identified California, along with New Hampshire and Virginia, as specific states where he believed fraud occurred. Remember, winning California by 4.26 million votes did not win Clinton bonus Electoral College votes from California. Put another way, almost 1 in 20 of the 65.85 million votes cast for Clinton were fraudulent if Trump is correct in his assertion.

Now, at this point Donald Trump is President; he has the resources of the Federal Government to investigate instances of voter fraud should he believe they exist. Which is exactly what he did. On May 11, 2017 Trump issued Executive Order 13799, establishing the Commission on Election Integrity to be headed by Vice President Mike Pence and Kris Kobach. Kobach at this time was the Secretary of State of Kansas—the chief elections officer of that state. Without getting into the details of Kobach, he already had a national profile for his efforts within his own state against alleged voter fraud. With the full backing of the National Executive Branch, Kobach was tasked with identifying voter fraud perpetrated during the 2016 election. But remember, Kobach did not have to investigate the more than 136 million votes cast, he only had to investigate the 65 million votes cast for Clinton. And he had a 1 in 20 chance at finding evidence of fraud. His odds increase to almost 1 in 10 if the upper limit of Trump’s claim of 5 million fraudulent votes is assumed to be the actual rate of fraud.   

Less than a year later—January 3,2018—the commission was quietly disbanded without issuing a report. Tasked with finding voter fraud, the commission was unable to identify any credible instances, which is consistent with studies that show that voter fraudis incredibly rare.

So then, what happened? Why did Trump lose the popular vote?

Well, one explanation could be that both of these candidates were historically unpopular. According to a favorability poll conducted by Gallup from November 2nd to November 5th 2016, Trump had a net favorability of -25% (favorable 36% to unfavorable 61%) to Clinton’s net favorability of -5% (favorable 47% to unfavorable of 52%). Dating back to 1956, these two candidates were the first in the history of Gallup’s favorability polling to both have a net negative favorability. (Barry Goldwater in 1964 is the only other candidate during this period to have a net negative favorability at -4%).  

Now I’m sure there are some out there who are going to claim that this poll is skewed, just like all the other of the polls in 2016 that underestimated Trump. That is reasonable to point out, so let’s compare these favorability rates to the total vote shares. 

Clinton’s results were reasonably consistent—a 47% favorable response and she won 48% of the popular vote.

Trump’s results were not so consistent—a 36% favorable response but he won 46% of the popular vote. Now, this 10% differential could be explained by biases in polling, however, FiveThirtyEight forecasted Trump would win 44.9% of the popular vote; much closer to the actual 46%. FiveThirtyEight—a poll aggregator—averages many polls, so this could be an issue with Gallup’s polling specifically, but this suggests that polling was not as far off in 2016 as some perceive. There is another explanation as well; the Gallup poll is correct, but voters cast their ballot for Trump despite having an unfavorable opinion of him. This would be consistent with broader trends of increasing partisanship and decreasing ticket splitting in elections. 

We can dig even further into the results of the 2016 election to show that this was an election between two deeply unpopular candidates. Between 2000 and 2012 third-party candidates received an average 2% of the total vote—between 1% and 4% or 1 million to 4 million votes. In each of these elections both candidates had a net positive favorability rating from Gallup. In 2016 the percentage of voters who voted for a third-party candidate increased to 6%, or 7,830,934 of the 136 million votes cast. This is a significant increase, indicating that in 2016 American’s were dissatisfied with either of the two major party candidates.

We can look at a third metric. The generic congressional ballot, which asks survey respondents a question along the lines of, “if the election were to be held today would you vote for a Democrat or a Republican?” This is understood by pollsters to be a good metric of how friendly the national environment is to either of the major parties. Returning to FiveThrityEight, we will this time look at their polling average of the Generic Ballot as of November 8, 2016—election day. At the time Democrats held a slight lead in the generic ballot, 45.4% to 44.2%. This shows a slimmer margin than the actual popular vote margin, but it reveals a slightly more favorable environment for the Democrats than Republicans. As such, it would be reasonable to assume that Democrats would win more votes in the 2016 election based on the generic ballot results alone. 

There might be some that again are claiming that polls had a clear liberal bias running up to the 2016 election, but if you follow the link to the FiveThirtyEight site you can see that Pollsters like Fox News and the Wall Street Journal were included and highly rated in this average. 

Regardless, all of these data points are directionally consistent; Clinton, while unpopular, was more widely popular than Trump in 2016. Unfortunately for her, that popularity was inefficiently spread geographically, such that it resulted in her losing the Electoral College. 

So, looking back at the 2016 election we see that Trump cried voter fraud and was unable to provide any evidence. Further, this claim did not benefit him in 2016 as he had won the necessary number of Electoral College votes and the Presidency, yet he made the claim anyway. 

While it did not benefit him in 2016, it planted a seed. That voter fraud was occurring, perpetrated by Democrats, and on a large scale. This allowed him to claim voter fraud during the 2020 election even before the first votes were cast.

We could run through a similar exercise with the 2020 election as we did with the 2016 election, but with a larger margin of victory the share of each vote breakdown is going to be larger, so in theory would be easier to identify instances of fraud. It is worth noting that Biden won all of the same states as Clinton, plus Michigan, Pennsylvania, Wisconsin, Georgia, and Arizona. So, let’s instead focus on those five states.

After Clinton’s defeat it was unlikely that a Democratic candidate was going to again ignore those three “Blue Wall” states, mentioned above, that cost Clinton the Presidency in 2016. As for Georgia and Arizona, Mark Kelly (D) from Arizona, Raphael Warnock (D) from Georgia, and Jon Ossoff (D) from Georgia were all elected in statewide elections in 2020 as well. This at least suggests that the statewide environment was friendly to Democrats in Arizona and Georgia in 2020. For what it’s worth, of the Blue Wall states only Michigan had a second statewide election; Senator Gary Peters, Democrat, won that election. Again, indicating a favorable environment for Democrats in Michigan.

We can look at these states in another way. The 2020 election saw historic turnout. Given this was conducted during a global pandemic no one had a clear sense of how turnout would be affected. The table below shows the 2016 and 2020 vote totals for the five disputed states and the percentage increase in votes. If we assume that Trump will again win a similar percentage of the vote in 2020 as he did in 2016, then we can apply this total increase to his vote share in 2016 to predict his 2020 vote total.         

2016 – 2020 Percent Change:

 

2016

2020

Percent Change

Arizona

2,573,165

3,387,326

32%

Georgia

4,114,732

4,999,960

22%

Michigan

4,799,284

5,539,302

15%

Pennsylvania

6,165,478

6,915,283

12%

Wisconsin

2,976,150

3,298,041

11%

Trump 2020 Expectation v 2020 Actual:

 

Trump ’16

x Percent Change

Trump ’20 Forecast

Trump ’20 Actual

Difference

Arizona

1,252,401

32%

1,648,666

1,661,686

13,020

Georgia

2,089,104

22%

2,538,546

2,461,854

-76,692

Michigan

2,279,543

15%

2,631,034

2,649,852

18,818

Pennsylvania

2,970,733

12%

3,332,014

3,377,674

45,660

Wisconsin

1,405,284

11%

1,557,275

1,610,184

52,909

As this table shows, Trump’s vote totals trend closely with the total increase in votes, and actually outperformed 2016, with one notable exception—Georgia. This is as expected. Increasing voter turnout would make it difficult to know beforehand the number of fraudulent votes necessary to win in any given state.

So then, if voter turnout increased, and if Trump outperformed his 2016 results, how did he lose?

Well, we could turn again to Gallup’s favorability polling, this time from October 16th through October 27th. Trump’s favorability actually increased by 9%, from 36% in 2016 to 45% in 2020. However, he still remained net unfavorable by 9% (45% favorable to 54% unfavorable).

While Joe Biden was not viewed by a majority of American’s favorably, he had a 2% advantage over Hillary in 2016 (47%), and at 49% had a 4% advantage over Trump. Further, Biden had a net favorability of 1% (49% favorable to 48% unfavorable).

As we examined before, the favorability of a candidate tracks closely with the results of an election. Trump improved his overall favorability, and his net favorability, and so was able to turn out more voters. However, in 2020, and in Joe Biden, he did not face the third most unfavorable candidate in recent history. (Trump was the most unfavorable in 2016 with a net favorability of -25% and second most unfavorable in 2020 with a net favorability of -9%). As such, Biden was able to turn out more voters for himself.

Looking again to the generic ballot, we can see that FiveThirtyEight’s average of generic ballot polling shows Democrats with a lead, however it is much more significant in 2020. Respondents favored a Democrat, 49.9%, to Republicans, 42.6%, as of November 3, 2020—election day. I again invite you to look at the FiveThrityEight site, Nate Silver and company have made all their data and methodology available.

Let’s now turn and look at the share of votes cast for third-party candidates. In 2020 third-party voting reverted back to the mean, taking 1.82% of the total vote share or 2,884,246 of the 158,383,403 votes cast. This is well below the 7,830,934 votes cast for third-parties in 2016, despite 21,714,127 more people voting in 2020 than in 2016, a 16% increase. 

So, what if we were to perform a similar analysis for Biden that we did for Trump, with one minor tweak? We will perform the same calculation, but assume that the difference between third-party votes in 2016 and 2020 went to Biden.

2016 – 2020 Third-Party Difference:

 

Third-Party ’16

Third-Party ’20

Difference

Arizona

159,597

53,497

106,100

Georgia

147,665

64,473

83,192

Michigan

250,902

85,410

165,492

Pennsylvania

268,304

79,380

188,924

Wisconsin

188,330

56,991

131,339

2016 Third-Party Adjustment to Democrat Results:

 

Democrat ’16

Third-Party ’16-’20 Difference

Democrat ’16 (Adjusted)

Arizona

1,252,401

106,100

1,267,267

Georgia

2,089,104

83,192

1,961,155

Michigan

2,279,543

165,492

2,434,331

Pennsylvania

2,970,733

188,924

3,115,365

Wisconsin

1,405,284

131,339

1,513,875

Democrat 2020 Expectation v 2020 Actual:

 

Democrat ’16 (Adjusted)

x Percent Change

Democrat ’20 Forecast

Democrat ’20 Actual

Difference

Arizona

1,267,267

32%

1,668,236

1,672,143

3,907

Georgia

1,961,155

22%

2,383,071

2,473,633

90,562

Michigan

2,434,331

15%

2,809,689

2,804,040

-5,649

Pennsylvania

3,115,365

12%

3,494,235

3,458,299

-36,006

Wisconsin

1,513,875

11%

1,677,611

1,630,866

-46,745

In performing this analysis, we are able to see that not all those that voted for a third-party candidate in 2016 ended up voting for Biden in 2020, particularly in Michigan, Pennsylvania, or Wisconsin. But, again, we can see that our expectation is relatively accurate based on our assumptions made. Now, why are those assumptions reasonable? Well, as we first showed, Trump maintained his share of votes case in 2020, so we could assume the same of Democrats. But, that’s not really what we did for Biden here. The real assumption is that all third-party voters ended up voting for Biden instead of Trump. I will point back to the favorability polling and the generic ballot polling as to why this is a reasonable assumption. Assuming independent voters are not going to vote for a third-party candidate, which we can see they did not from the raw voter data, and if Biden has a higher favorability and Democrats lead in the generic ballot then one can assume independent voters would favor Biden over Trump. Obviously, this is not the reality of the matter, I have shown as much above with Biden underperforming and Trump overperforming our expected vote totals in these states.

Similar to 2016, Trump and his allies have not been able to provide credible instances of voter fraud. When incidents of fraud from the 2020 election have been identified they have largely been perpetrated by Republicans. I am not going to refute the specific claims of voter fraud, many others who have far more expertise in these areas than me have already done so. It should not even be necessary as Trump and his legal team have repeatedly failed to provide any evidence of widespread, pervasive and systematic voter fraud. Despite this, Republican lawmakers in statehouses across the country are using phantom fraud as pretense for instituting stricter voting laws, when the voting structure already favors Republicans in the Senate and Electoral College. Instead, my goal here, was to investigate the narrative put forth by Trump, beginning in 2016, that he was cheated out of both the 2016 and 2020 elections.

All the data presented here is directionally consistent. What’s more, Trump made these claims of fraud before it was clearly beneficial. This could have been due to his own egonot believing that he could be less popular than Clintonor this could have been a deliberate strategy; knowing that he won by a thin margin in 2016 and that next time he could lose by a thin margin. If he planted the seed of the lie in 2016, it would grow. By the time of the next election, should he need it, he could harvest the fruits of that lie. After the 2020 election Trump tried to harvest the fruits of that lie, culminating with the attack on the Congressional proceedings to certify the election on January 6, 2021. That lie continues to grow, ready to be harvested again in 2024.

 

The Moral Value in a Lie

 At the end of January 2026 leaders of nations and businesses gathered in Davos, Switzerland to attend the annual gathering held by the Worl...