An AI Dissection Of Harris And Trump's Frames Of Mind

Here's what I was looking for: I anticipated that the candidates' use of language in the debate would reflect their differing approaches to campaigning, particularly in terms of past or present orientation, appeals to fear or hope, and negative or positive statements.

I found that it did.

First, I selected six segments of the debate transcript , each of equivalent lengths and each featuring both candidates responding to the same question, or at least a similar one.

Then I looked at negativity in their language. I expected that more negative statements would more closely align with appeals to the politics of fear, while more positive ones would relate more closely to the politics of hope.

If a candidate is appealing to fear, they will likely focus on things that may or have gone wrong. By contrast, if they focus on hope, they are likely to focus on what might go right in the future.

I found that Trump consistently made more negative statements than Harris. That was true of each of the six segments individually, with rates varying from 33% more to 166% more.

For example, in a 30-second segment, Trump used negative statements and words such as“totally destroy” and“disaster” 12 times. In her 30-second response, Harris used negative statements or words only seven times.

The tenor of the terms was also different: Trump's negative words tended to be stronger, such as“violently,”“very horribly” and“ridiculous.” Overall, for all the segments I analyzed, Trump made, on average, about 61% more negative statements than Harris.

Then I looked at sentence length. I thought shorter sentences might tend to communicate a sense of urgency that would align more closely with fear, and that longer ones could be more fluid and calmer, and therefore more associated with hope. I looked at three segments from the original set of six.

Intuitively, people might think that short statements are a reflection of directness and addressing issues head-on, but that is not necessarily the case.

For example, one of Trump's relatively short statements,“The agreement said you have to do this, this, this, this, this, and they didn't do it,” can be considered evasive because it does not contain the level of specificity that would allow a listener to make their own assessment of whether something has been accomplished or not. And yet, it is simple and short, made a bit longer only by the repetition of“this.”

For the first segment I analyzed, the average length of sentences for Trump was 13 words, while for Harris it was 17 words. The gap widened for the second segment, in which the average length of sentences for Trump was 14 words, while for Harris it was 25 words. That pattern was the same in the third segment as well.

Finally, I looked at how they talked about the future and the past and whether they talked about one or the other more as possible indicators of greater reliance on fear and on hope.

Usually, in the context of fear, the recent past is used as a time to escape from, while the more distant past is a time to return to. By contrast, people who focus on hope look to the future .

When I analyzed their concluding remarks, I found that both candidates made the same number of references to the past, but in very different ways. Most of Harris' references to the past were about the fact that Trump often focuses on it. For example, she said there is“an attempt to take us backward” and continued,“We're not going back.”

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Trump, on the other hand, spoke more about the perceived failures of his opponents in the past, such as,“They've had 31⁄2 to fix the border.” He also talked about what he perceives to be his past achievements, such as,“I rebuilt our entire military.”

In terms of future statements, all four of Trump's were about what he says will happen if his opponent wins – for example,“If she won the election, fracking in Pennsylvania will end on Day 1.”

Harris had nine“future” statements, all of which were about what she intends to do. For example, she said,“And when I am president, we will do that for all people, understanding that the value I bring to this is that access to health care should be a right and not just a privilege of those who can afford it.”

Also in her closing statement, Harris summed up both the debate and the findings of my research:

The election outcome will tell whether the American voter at this point in time is drawn more to fear or to hope. The next few weeks will certainly provide large amounts of data for linguistic analyses.

Patricia Friedrich is vice provost and professor of sociolinguistics, Arizona State University

This article is republished from The Conversation under a Creative Commons license. Read the original article .

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