1. Gao Shanwen, an economist who bridged Chinese macroeconomic research and capital markets, died in Beijing on July 7 at age 55. He was a pioneer in making macroeconomics accessible to public investors and translating policy into market understanding. [para. 1][para. 2]
2. Born in February 1971 to a rural family in Shanxi province, Gao studied at Peking University, first in radio electronics (1988), then macroeconomics under Li Yining and Qin Wanshun (1992). He received a PhD in applied economics from the Graduate School of the People’s Bank of China in 2005, supervised by Zhou Xiaochuan, later central bank governor. [para. 3]
3. Gao had the intellectual bearing of a physicist but was drawn to economics by China’s 1990s reforms. By 1994–95, he was already using capital asset pricing models and Euler equations, a rigorous quantitative approach that stood out in a field accustomed to abstract debate. [para. 4]
4. He could have remained a career technocrat but became one of China’s first domestic sell-side chief economists. His research philosophy, drawn from the ancient “Book of Documents,” was a commitment to seeking truth even if it proved him wrong – a relentless objectivity that defined his career. [para. 5]
5. During the 1997 Asian financial crisis, using high-frequency data and generalized method of moments modeling, Gao predicted a shift toward deflation and credit contraction, despite China’s inflation recently peaking between 16% and 24%. This reflected his obsession with turning points: trends are visible to everyone; real value lies in identifying inflection points. [para. 6][para. 7]
6. In 1998, at a Bank of England program, Gao spent nearly an hour challenging instructors on the theoretical foundations of a new inflation model, nearly dismantling its premise. He insisted inflation was the paramount issue for any central bank, allowing no intellectual compromise. [para. 8][para. 9]
7. From 2003, Gao began a 23-year career as a chief economist in the securities industry, repeatedly ranked among China’s top macroeconomic analysts. His greatest achievement was not building complex models but persuading market institutions and ordinary investors to understand and use his analytical frameworks. [para. 10]
8. His early writing bore the imprint of academia; later he stripped away jargon to expose the core mechanics of the economy. He evolved from a scholar respected for erudition into a market voice trusted for clarity, discipline, and command of facts. [para. 11]
9. Gao was pragmatic, driven by his physics training to search for underlying logic and insist on causality. Because his logic was transparent, his conclusions carried unusual force, whether analyzing asset revaluation, demographic shifts influencing inflation, or foreign-exchange dynamics. [para. 12]
10. The author, Lu Lei (Deputy Governor of the People’s Bank of China), notes that he and Gao sometimes disagreed methodologically: Gao sought root causes in economic fundamentals, while Lu leans on game theory focusing on institutional rules. Yet both shared the goal of seeking the best possible economic outcomes. [para. 13][para. 14][para. 15]
11. Gao died as the 2026 World Cup was in full swing. The author hopes the country road leads him to the intellectual home he spent his life seeking. [para. 14]
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