If every two people in a group have exactly one transaction, then adding 20 people to a group of 100 will create more new transactions than you'll find in a group with just 20 people.
To be fair, when I google for research on correlations between economic growth and population growth, I get a jumble of papers on opposite sides - some pro-natalist and some anti-natalist and some agnostic. (Maybe one camp is considered far more authoritative than the others?)
Maybe it's a nontrivial relationship if it exists, though I'm not convinced anyone knows definitively how the relationship plays out.
2008-2018: total US debt (government, corporate, household, non-profit orgs) increased almost 9% from ca $68.1T to $74.1T, if you trust the numbers (https://www.nwcapitalsolutions.com/project/us-deleveraging-a...)
2008 pop: 304m people. 2018 pop: ~327m people. A 7.5% increase in population across a decade.
2008 GDP: $14.72t ($17.64t inflation adjusted). 2018 GDP: $20.5t. Approximately a 17% real increase in GDP.
The US added an economy close to the size of Germany in just ten years while only adding 23m people (Germany's population is 83m). That's courtesy of increasing output per capita far more than it is population growth.