Between 2014 and 2021, Japan's population declined with almost perfect negative correlation to Alibaba Singles Day sales, suggesting that every time a Japanese citizen departed this world, approximately $150 million in Chinese e-commerce was unlocked. Japan's demographic decline is a well-documented tragedy. Singles Day growing from $9.3 billion to $84.5 billion is a well-documented triumph of retail engineering. The universe, apparently, keeps a ledger.
Japan's total population has been declining since 2008 due to low birth rates and minimal immigration, falling by roughly 2.5 million people between 2014 and 2021. Alibaba's Singles Day gross merchandise volume grew exponentially over the same period, from $9.3 billion in 2014 to $84.5 billion in 2021, driven by Chinese middle-class expansion and Alibaba's aggressive platform development. These are two unrelated phenomena โ one demographic decline in a mature economy, one explosive retail growth event in an emerging one โ that happen to move in opposite directions across the same short time window.
Negative correlations are just positive ones wearing a different hat. The temptation to find a mechanism โ aging Japan somehow feeds Chinese consumer appetite โ is the same pattern-seeking instinct, just pointed in reverse.
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Want to learn more about why correlations like โJapan total populationโ vs โAlibaba Singles Day salesโ don't prove causation? Read our guide to statistical thinking.