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=== 2. Housing Market Activity ===
=== 2. Housing Market Activity ===
Housing accounts for a significant portion of investment spending by American households and overall economic activity.  And has a significant impact on other industries, including labor, construction, raw materials, consumer durables, banking, and real estate. According to Leamer<ref>https://www.nber.org/system/files/working_papers/w13428/w13428.pdf</ref>, in six of the ten recessions since 1950, residential investment was the greatest contributor to weakness prior to the recession with an average contribution of 22% of weakness in gdp 1 year prior to the recession. And that an unusual residential investment contribution to GDP growth in one quarter predicts twice as much contribution from some other sector the next quarter.
In the residential investment data displayed in Figure 12 there is one false positive in 1951-2 and another in 1966 -67. In both cases housing was weakening substantially but there was no recession. Why is that? Those two false positives occurred coincidentally with a big ramp-up in defense spending for the Korean War and the Vietnam War.  Alarms of forthcoming recessions that were met by a response that prevented the recessions from occurring.
Also important to point out that is volumes that matter for real GDP accounting, not prices. Prices can matter indirectly through a wealth effect, but be a little skeptical about this. And that the sluggishness of price adjustments is what makes the volume cycle so extreme, and what makes housing so important in recessions.
Current data:
Current data:


# Pending Home Sales in the United States decreased 33.80 percent year-on-year in December of 2022. <ref>https://tradingeconomics.com/united-states/pending-home-sales</ref>
* Pending home sales in the United States decreased 21.1% year-on-year in February of 2023, following a 24.1% fall in January, and marking a 21st straight month of declines.<ref>https://tradingeconomics.com/united-states/pending-home-sales</ref>
# Building permits in the United States rose 0.1% from a month earlier to a seasonally adjusted annual rate of 1.3 million in January 2023, hovering close to the lowest since May 2020. Building permits is down 30% since peak in dec 2021. <ref>https://tradingeconomics.com/united-states/building-permits</ref>
* Building permits in the US were revised higher to a seasonally adjusted annual rate of 1.55 million in February of 2023, from an initial estimate of 1.524 million. It remains the highest reading in five months<ref>https://tradingeconomics.com/united-states/building-permits</ref>
# Real residential investment GDP on Q4 2022 was -26.7%<ref>https://www.bea.gov/sites/default/files/2023-01/gdp4q22_adv.pdf</ref>
* The NAHB/Wells Fargo Housing Market index in the US increased for a third month to 44 in March of 2023, a new high since September of 2022 and beating market forecasts of 40.<ref>https://tradingeconomics.com/united-states/nahb-housing-market-index</ref>
# The NAHB housing market index in the US declined to a low of 31 in December of 2022, it has recover to 42 in recent months, but still at a low level historically<ref>https://tradingeconomics.com/united-states/nahb-housing-market-index</ref>
* Real residential investment GDP on Q4 2022 was -26.7%<ref>https://www.bea.gov/sites/default/files/2023-01/gdp4q22_adv.pdf</ref>


Since housing activity is the biggest driver in weakness in gdp prior to the recession, its success in predicting a recession, the fact that there is a low probability that there will be massive stimilus to avoid a recession due to the FED narrative and their fight against inflation, and the significant decline in activity that started in Q2 2022, there is a high likelihood that the recession risks in the US economy are amplified significantly in Q2 2023 onwards.
There is a high likelihood that the recession risks in the US economy are amplified significantly in Q2 2023 onwards due to housing market weakness, the activity has stabilized a bit recently, but numbers continue to deteriorate at a lower rate.  


=== 3. Conference Board Leading Index ===
=== 3. Conference Board Leading Index ===