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Shipping rates are finally falling. Will they reach prepandemic levels?, McKinsey & Company, November 2022
How Shanghai’s lockdowns are affecting global supply chains, McKinsey & Company, May 2022
When are shipping rates going to normalize?, McKinsey & Company, November 2021
What’s going on with shipping rates?, McKinsey & Company, August 2021
Published work
“The hotel of the future,” McKinsey & Company, July 2023
“Outlook for China tourism 2023: Light at the end of the tunnel,” McKinsey & Company, May 2023
“The path toward eco-friendly travel in China,” McKinsey & Company, March 2023
“What to expect from China’s travel rebound,” McKinsey & Company, January 2023
“Understanding the pandemic’s impact on the aviation value chain,” McKinsey & Company, December 2022
“How to transform your shipping company,” McKinsey & Company, December 2022
“China’s theme parks face a new era,” McKinsey & Company, October 2022
“Why rising fuel prices might not be as bad for the airline sector as it seems,” McKinsey & Company, July 2022
“The six secrets of profitable airlines,” McKinsey & Company, June 2022
“Taking stock of the pandemic’s impact on global aviation,” McKinsey & Company, March 2022
“Five things to know about the Chinese logistics market heading into 2022,” McKinsey & Company, February 2022
“Reimagining travel: Thailand tourism after the COVID-19 pandemic,” McKinsey & Company, November 2021
“A travel boom is looming. But is the industry ready?,” McKinsey & Company, July 2021
“Back to the future? Airline sector poised for change post-COVID-19,” McKinsey & Company, April 2021
“Airline data: What next beyond crisis response?,” McKinsey & Company, November 2020
“Data will decide success in the next normal of bulk and tanker shipping,” McKinsey & Company, November 2020
“Will airline hubs recover from COVID-19?,” McKinsey & Company, November 2020
“What can other countries learn from China’s travel recovery path?,” McKinsey & Company, October 2020
“Reimagining the $9 trillion tourism economy—what will it take?,” McKinsey & Company, August 2020
“China’s travel recovery gains steam: How families are planning their summer vacations,” McKinsey & Company, June 2020
“The way back: What the world can learn from China’s travel restart after COVID-19,” McKinsey & Company, May 2020
“Coronavirus: Airlines brace for severe turbulence,” McKinsey & Company, April 2020
“Viking Cruises founder Torstein Hagen: How tailoring experiences for Chinese tourists drives growth,” McKinsey & Company, March 2020
“How Chinese airlines can brace for impending turbulence,” McKinsey & Company, November 2019
“Taking on airlines’ toughest challenges,” McKinsey & Company, January 2019
“Huānyíng to the new Chinese traveler,” McKinsey & Company, November 2018
“Miles ahead: How to improve airline customer-loyalty programs,” McKinsey & Company, October 2018
“Does your airline still cross seat belts? A ten-point lean checklist for leaders,” McKinsey & Company, August 2018
“Container shipping: More mergers, better mergers,” McKinsey & Company, February 2018
“How container shipping could reinvent itself for the digital age,” McKinsey & Company, October 2017
“The alliance shuffle and consolidation: Implications for shippers,” McKinsey & Company, January 2017
Education
INSEAD
MBA
Cambridge University
Master’s, computer science