Trumps Victory in Miami-Dade Florida in 2020

Trumps Victory in Miami-Dade Florida in 2020

Oh Miami! The city of my favorite show as a kid (Miami Vice), white sand beaches, Cuban food, and a kaleidoscope of culture. This Florida boy loves him some Miami.

Miami-Dade is the county that includes the Miami we all know and love.

Miami (Dade County) is also a Democrat stronghold in Florida, with Democrat Presidential candidates averaging over 60% – until 2020.

Miami-Dade is arguably at the epicenter of President Trump’s 2020 victory in Florida.

Something interesting happened in Miami, and we are trying to answer, “How did DJT increase his vote margin in Miami-Dade in 2020?”

2016 versus 2020

Donald Trump won Florida in 2016 and 2020. In 2016 he won with 49%, and in 2020 with the absence of a strong third-party candidate increased his vote to 51.2%, a 2.2% increase.

Miami-Dade was approximately 10.5% of Florida’s total vote in 2016 and 2020. It is Florida’s largest block of voters on a county basis.

In reviewing the data, Miami-Dade explodes off the page because DJT increased his vote share there by 7.2% – or nearly triple his statewide gains.

In today’s hyper-partisan world, we often see changes on the margins – not in this case.

A 7% move in a Democratic stronghold deserves a much more detailed examination.

 

MD – DJT % Dem % DJT MD % Statewide MD % Statewide DJT FL Vote Dem FL Vote
2016 33.8% 63.2% 7.2% 10.4% 49% 47.8%
2020 46.0% 53.3% 9.4% 10.5% 51.2% 47.9%
 delta +7.2% -9.9% +2.2% +.1 +2.2% +.1%

 

For this analysis, I am going to exclude any precincts with less than 100 total votes.

Republican Voters

Of course, we expect the vote totals for President Trump to be highly correlated with the Republican vote.

plot of Trump by Rep voters Miami Dade

In this graph, we explore precinct results with the Y axis is the vote total for President Trump, and the X axis is the number of Republicans voting.   We observe a R2 of .962.

This graph is displayed so that when review the Hispanic Vote, we have a comparison point.

Hispanic Voters

plot of Trump v Hispanic Voters Miami Dade

In this graph, we look at precinct results with the Y axis is the vote total for President Trump, and the X axis is the number of Hispanics voting.

We observe a R2 of .851!!

 Trump and Hispanic Vote in Miami Dade

Next we explore the marginals –

Plot - DJT x Hispanic Voter - Percent

This displays by precinct, the Republican vote share (%)  by the Hispanic voter turnout (Hispanic voters / total voters %) in 2020.

In addition, we observe when the data deviates from the fit line, it is tending to deviate much more on the high side of the line.

Performing a simple linear regression of the two variables:

Coefficientsa
Model Unstandardized Coefficients Standardized Coefficients t Sig.
B Std. Error Beta
1 (Constant) .06 .011 9.365 .000
HIS_2020_to_p .589 .019 .810 30.953 .000
a. Dependent Variable: r_2020_p

 

For every 1% increase in vote total for Donald Trump, we see an increase of over a half of percent in Hispanic turnout.

Simply put the more Hispanic a precinct became, the more votes DJT received.

We can visualize this a different way:

Here is a map of the hispanic voters in Miami-Dade County by Precinct.

Next, we explore the greatest gains by precinct for DJT from 2016 to 2020.

Trump - precinct gains 2016 to 2020

That cluster of votes split by Okeechobee Blvd is heavily Hispanic and some of Trump’s largest gains.

Conclusions

The GOP has long had a strategy of attacking an opponents strength.  And Miami-Dade can long be thought of as a Democrat stronghold.

It appears the gains in Hispanic voters for Donald Trump were significant in Miami-Dade and while they do not explain all of his gains they do  explain a significant part of his gains.

GOP staffers earned some stripes on this one.  From a blocking and tackling perspective – well done!

Reintroducing Political Science Fridays

Reintroducing Political Science Fridays

Political Research Fridays

One of the most popular segments of this blog was “Political Science Fridays”. It was a blog post each Friday that presented a quick hit of academic research in the areas of political science, political psychology, and/or voting behavior.

At some point, I stopped doing the posts. I was recently asked to start doing them again. So, consider this the first, new “Science Friday”.

The Influence of Identity Salience on Framing Effectiveness: An Experiment.

This is a survey experiment exploring the importance of identities on framing effectiveness.

As the author explains, we all have a few social identities. For example, I am a “father”, “a brother”, “an owner of a small business”, and “an evil political consultant” to name a few. At different points in my life / day those identities will rise and fall in importance to me (salience) depending on the context around me.

The experiment explores priming a frame(s) – “parental identity” or “partisan identity”- and the effect, if any, on the highly polarized issue of climate change.

In this experiment, if you were in the parental frame group, it simply asked you questions about your family – How many children do you have? What ages are your children? “How important is it for you, personally, to make the world a better place for your children?” and “Some parents are worried that priorities that they have as a parent are being threatened by current policies. What about you? When you make political decisions, how important is it to protect your priorities as a parent?” That is it. Four questions.

For the partisan group, one was asked about their political party registration, length of party registration, “How important is it for you, personally, to see the policies supported by your political party implemented?” and “Some voters are concerned that the principles that underlie their party affiliations are being threatened by current policies. What about you? When you make political decisions, how important is it to protect your party’s principles?” That is it. Four questions.

Then each group was presented “neutral” information on climate change, and finally each group was asked questions about climate change – specifically “level of concern about climate change, likelihood of undertaking personal and political behavior in support of climate change mitigation, and support for climate change policies.”
As you can see, fairly simple in design.

Results

“Among Republicans, both the Frame Only and the Parent Prime + Frame treatments significantly increased climate change concern and likelihood to undertake proclimate behaviors, while the partisan prime eliminated this framing effect.”

“The results for the Democrats in the sample were fairly consistent with the hypotheses, with the important difference that priming a partisan identity seemed to increase framing effectiveness more than priming a nonpartisan (parental) identity. “

“Through a survey experiment, I found evidence that identity salience does matter to framing effectiveness. Specifically, presenting a frame about the impact of climate change on future generations increased climate concern and intended proclimate behaviors among Republican parents, but first priming a partisan identity eliminated this framing effect. For Democrats, priming a partisan identity increased climate change concern compared to the control, while priming a parental identity did not lead to any increase in attitudes. Priming partisan identities resulted in significantly more polarized policy support, while priming parental identities resulted in significantly less polarized policy support between Republicans and Democrats.”

Conclusion

As you would guess, our identities at any given time are intertwined. One is never ‘only’ a Republican or ‘just’ a parent. This study suggests our immediate frame of reference activates what information we are receptive to listening to. If we are in a Republican frame of mind, we will think like …. a Republican.

The biggest take away? If you want to talk politics – especially about polarized topics – maybe start by talking about anything other than politics.

DOWNLOAD PAPER.

Type of Paper: Survey Experiment, n=978
four subgroups:
• Frame only group, n=213
• Parent Prime + Frame Group, n=234
• Partisan Prime + Frame Group, n=234
• control group, n=297

Finding(s):
“suggest that political communication on polarized issues is likely to be more effective at building bipartisan agreement when nonpartisan identities are salient.”

Discussion / Additional Questions:

Additional research is needed to measure duration of effects.

Study omitted Independents and No Party Affiliations.

The author used UNICEF as a nuetral presenter of information on climate change – stating “UNICEF is largely viewed positively by the public due to its generally nonpolitical work in promoting the welfare of children around the world (Quesnel, 2004). It was therefore chosen as a neutral message source.” This could be problematic in exploring partisans – in that anything affiliated with the United Nations could be seen as anything other than neutral to a segment of political partisans.

citation: Diamond, Emily P. “The Influence of Identity Salience on Framing Effectiveness: An Experiment.” Political Psychology, 22 June 2020, 10.1111/pops.12669. Accessed 17 Sept. 2020.

2021 Trends in Digital Media, Political Research, and Political Ad Tech

2021 Trends in Digital Media, Political Research, and Political Ad Tech

Digital Media

The acceleration of TV to Online. Far too many people have been saying “TV is Dead” for far too long – ignoring the actual amount of television people watch. Americans watch, on average, an astounding nearly 8 hours of television a day. (Nielsen). We watch as much TV now as we did before Facebook, Netflix, and YouTube. However, we are observing accelerated changes to HOW people are watching television. In the most recent Nielsen Total Audience Report – we observe adults 18+ spending 50% of their daily time on digital devices and only 40% on Live+Time Shifted TV. One of the accelerators of this trend appears to be people shifting to work from home models, and with a number of workers preferring to continue to work from home, this will have profound effects on reaching political audiences.

 Download the report:

https://www.nielsen.com/us/en/insights/report/2020/the-nielsen-total-audience-report-august-2020/

Political Research

It is no secret that some in the polling industry had a rough couple of cycles. While we are still collecting data, we are finding evidence that the conventional wisdom that the polling was catastrophically off is wrong. One reason conservatives may be so down on the polling industry and quick to disregard it – there is growing evidence that our political biases are leading to a biased evaluation of polls and pollsters.

“Respondents viewed polls as more credible when majority opinion matched their opinion.”, a study in Political Behavior (2020) by researchers Gabriel Mason and Sunshine Hillygus of Duke University finds “evaluations of polls are biased by motivated reasoning.”

In an online survey experiment, participants were shown polling results from one of three conditions:   a roughly even split, one with a clear majority (61% to 34%), or one with the opposite support (34% to 61%).  The question was on a registration for immigrants from Muslim countries.    Respondents were then asked questions about perceived accuract, trustworthiness, and informativeness.

In addition, there was a pre-treatment of the participants asking them their opinions prior to seeing the “polling results.”  The expectation was the “perceieved polling credibility depends on the respondent’s prior opinion towards the issue.”

In addition, the authors conducted a second study using a horse race question between Trump and Clinton.

Using these two experiments, they find “evidence that the American public evaluates the credibility of a poll based on the extent to which the poll’s results offers support to the predispositions.”

Simply put the starting point matters.   We understand this in political communication – the more you care and the stronger your opinion – the more difficult to change your mind – again, the strength of priors matter.   What this is demonstrating is the same effects at work on receiving information.

For me this is a difficult read, because we pride ourselves on using polling to get us out of our bubbles and to test our critical assumptions.  The day will allow polling and research to be soley used to confirm our biases is the day polling ceases to be a worthy tool.

Madson, G.J., Hillygus, D.S. All the Best Polls Agree with Me: Bias in Evaluations of Political Polling. Polit Behav 42, 1055–1072 (2020). https://doi.org/10.1007/s11109-019-09532-1

Political Data

In my 2020 year in review, I spoke of the death of third party cookies and what that may mean for political adversting.  Where is ad tech going? Monopoly cases!  As of now, several antitrust cases are working their way through the court system – against Google, Facebook, and likely soon to be Amazon and Apple.    Nothing is likely to be decided this year – the gears of justice turn slowly; however, we are likely to see effects this year as big tech begins to change in response to the suits.   For this year, while important, it is not how they respond in court it is how they respond in privacy and ad markets.  

Alex’s Review of 2020: Political Research, Data, and Digital Media

This year, Ozean’s top staff will be presenting their own “Year in Review of 2020” comprised of their top takes in three areas: Digital Media, Political Research, and Political Data.

This is Alex’s review of 2020 in political research, data, and digital media. Three topics that caught my attention during 2020 and none of them COVID related.  Okay, some of them are COVID related.

Alex Patton is a political consultant

Digital Media

The year of the virtual campaign. 2020 was…unique and forced change into how campaigns are run. It hastened the world of dispersed technologies for volunteers and staff (phone banks, text banks), temporarily changed response rates in polling, and hastened budget swings towards digital outreach.

I think we will look back at the 2020 campaign cycle as the cycle digital media came of age.

This year, digital media spends accounted for less than 75% of total political ad spend; however, digital media experienced explosive growth (most of it in smaller donor solicitations).

As digital marketers continue to experiment with using digital in persuasion messaging, we expect digital marketing budgets to continue to grow.

Political Research

In the journal of Political Psychology, an interesting experiment caught my eye this year.

The Influence of Identity Salience on Framing Effectiveness: An Experiment conduct by Emily P. Diamond of Duke University. 

DOWNLOAD STUDY

This was an interesting online experiment beginning the explore frame effects of messaging on highly polarized topics. In this case, the author explored framing effects of identities on climate change. Specifically, if a parental identity is primed before asking about climate change would it have an effect on political behaviors?

As the study concludes, “communicating messages when partisan identities are highly salient is likely to increase polarized responses, while communicating while nonpartisan identities are salient may be helpful in depolarizing responses.”

This gels with my belief that when an issue(s) is highly polarized, going directly at it in any partisan manner will likely get you nowhere – especially if you are attempting to persuade or change behaviors.

While, there is still much work to do this in this area such as researching how long these effects linger, if at all. I mean, as soon as a partisan identity takes over – you may be back to square one.

But for now, if you want to talk about highly partisan issues with an eye to persuade or change behaviors, you may need a trojan horse, ie or a different frame.

Political Data

Google announcing the phase out of third party cookies is my data story of the year, and it was announced at the beginning of 2020. 

At the beginning of 2020, Google announced their timeline for phasing out third party cookies from Chrome.

Third party cookies are the little bits of data that companies put on your computer to “make ads more relevant” to the user….also known as “tracing them”. It is these little bits of data that allow digital agencies to target users on in individual manner.

While third party cookies have also been banned by Apple, Microsoft and Mozilla, Chrome is well over half the browser market, so this is a major change to the entire digital landscape.

The death of the cookie has been whispered about for years, and we all kinda knew it was going to happen….just not exactly when.

Now we know: Google says it is a phased approach not to take full effect until 2022.

What does this mean for digital advertising? It means first-party data is at a premium, and this move is likely to strengthen the hand of the “walled gardens” of ad tech – like….google, facebook, microsoft.

But for now, we continue to monitor the changes and watch closely how the advertising industry adjusts to a soon to be cookie free world.

A Christmas Message from Ozean

A Christmas Message from Ozean

A Christmas Message from Ozean

“Thinking warmly of each of you and wishing your family an extra measure of comfort, joy, and hope this Christmas.”

Midnight Mass is one of my favorite times of the year. The tradition, the music, the peacefulness, and the quiet reflection – just a specific time to give yourself permission to fill your your heart with wonder and joy.

For us Midnight Mass is a family tradition with my mother only wanting all her children and grandchildren to attend together, and I truly treasurer the moments and memories.

Like many of you, COVID-19 has altered or eliminated traditional Christmas plans and activities. Like some of you, in times of quiet reflection this holiday season, I have to make a conscious choice to find the joy in the moment. Yes, I will miss Midnight Mass with my family this year terribly, but I am choosing to be full of gratitude and hope.

The Ozean team is thankful for each of you, and it is our sincere hope that especially in this crazy year, Christmas finds a new, different, and exciting way to fill your heart with comfort, joy, and hope.

Merry Christmas and Happy Holidays,

Alex