Some new results that highlight the stress that American households and businesses are currently under: Utility disconnections and fees in IL.

Thread: ImageImage
This spring the Illinois Commerce Commission requested zip code-level statistics from utilities on a variety of metrics, including disconnections, disconnection notices, fees, and deferred-payment agreements.

More info here: icc.illinois.gov/notice-of-inqu…
I've compiled these numbers through November, 2020 for the two largest utilities, Commonwealth Edison and Ameren. Combined, they serve 4.9M residential and 600k commercial/industrial accounts. So this won't be a Chicago-centered story, it's about the whole state.
For referece, here's the county-level vote for @realDonaldTrump in the 2020 election where I have coverage. Image
Though Illinois imposed a disconnection moratorium through August (and has a regular winter-months moratorium in place now), the statistics are nonetheless horrifying. For residential customers in October:
1% were disconnected for non-payment.
4% were served disconnection notices.
18% were charged late fees.
5% were on deferred-payment agreements.
4.5% were on low-income programs.
These numbers are multiples of historical averages: ImageImage
There has fortunately been an expansion of the safety net, with a 4x expansion of the number of customers on low-income programs. But that clearly has not been sufficient to stem the tide of disconnections and mounting debt. Image
In lower-income zip codes over 5% of accounts were disconnected for non-payment in October. In many zip codes over 10% of households received disconnection notices. You can't connect to school remotely if you don't have power. Image
It's not just households. For commercial and industrial accounts, over 20% were assessed some kind of late payment fee in October (though I don't have a pre-pandemic baseline for comparison). These are for business that already survived through October in the first place! Image
I'll be writing up more results over the weekend, but while stimulus negotiations are ongoing, I wanted to get @SenToomey's take on whether this looks like the right time to disarm the @federalreserve so it is unable to respond to credit crises.

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More from @SteveCicala

27 Mar
A thread on what electricity consumption in the US is foreshadowing for COVID-19's economic impact: Image
The data are still coming together, but the pictures are sufficiently clear and consistent across multiple sources that it's worth sharing these numbers with the caveat that revisions may change the picture for individual areas substantially. Apologies for hasty formatting.
You can find more background in this thread about the statistics from Europe:

Read 18 tweets
18 Mar
My ongoing work on electricity consumption as an economic indicator in the @WSJ by @russellgold. I will keep this thread going with updates...

wsj.com/articles/plung…
Here is raw electricity consumption in Northern Italy by hour of week. The top curve is the week before any regional quarantines were instituted. The middle curve is last week. The bottom is this week. This is all raw data with no temperature adjustment. Image
The temperature adjustments are important because of heating and cooling. In this first week of closures there was about a 3% drop in consumption, but it didn't really look like anything in the raw data.

That has very much changed in the last week.
Read 22 tweets
9 Jul 18
🚨 New* Research Alert: 🚨
My older work on peer effects with a larger message on the limits of randomized control trials when your treatment isn't what you think it is. In the August JEEA (@EEANews)

Thread:

*`new' in econ publication, or geological time.
Suppose you had a theory that there are peer effects in occupational choice--that it's `contagious'--how else to explain why there are so many agricultural workers in Napa Valley, but computer scientists a few short miles away in Silicon Valley?
Suppose a handful of impeccable RCTs are conducted, randomly sending workers to areas with different agricultural intensities--but they always come up with something different.
Read 38 tweets

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