Assessing Statewide All-Cause Future One-Year Mortality: Prospective Study With Implications for Quality of Life, Resource Utilization, and Medical Futility

Yanting Guo   ^{1, 2 *} , BM ;   Gang Zheng   ^{1 *} , PhD ;   Tianyun Fu   ^{3 *} , BS ;   Shiying Hao   ^{4, 5} , PhD ;   Chengyin Ye   ^{2, 6} , PhD ;   Le Zheng   ^{4, 5} , PhD ;   Modi Liu   ³ , BS ;   Minjie Xia   ³ , BS ;   Bo Jin   ³ , MS ;   Chunqing Zhu   ³ , MS ;   Oliver Wang   ³ , BA ;   Qian Wu   ^{2, 7} , BS ;   Devore S Culver   ⁸ , MM ;   Shaun T Alfreds   ⁸ , MBA ;   Frank Stearns   ³ , MHA ;   Laura Kanov   ³ , RRT, BS, MBA ;   Ajay Bhatia   ⁹ , MD, PhD ;   Karl G Sylvester   ² , MD ;   Eric Widen   ³ , MHA ;   Doff B McElhinney   ^{4, 5} , MD ;   Xuefeng Bruce Ling   ^{2, 5, 10 *} , PhD

¹ School of Management, Zhejiang University, Hangzhou, China

² Department of Surgery, Stanford University, Stanford, CA, United States

³ HBI Solutions Inc, Palo Alto, CA, United States

⁴ Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, United States

⁵ Clinical and Translational Research Program, Betty Irene Moore Children's Heart Center, Lucile Packard Children’s Hospital, Palo Alto, CA, United States

⁶ Department of Health Management, Hangzhou Normal University, Hangzhou, China

⁷ China Electric Power Research Institute, Beijing, China

⁸ HealthInfoNet, Portland, ME, United States

⁹ Department of Pediatrics, Stanford University, Stanford, CA, United States

¹⁰ Department of Epidemiology and Health Statistics, School of Public Health, School of Medicine, Zhejiang University, Hangzhou, China

*these authors contributed equally