Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 Jul 25;33(8):720.
doi: 10.1007/s00520-025-09761-7.

When would I be surprised? Variability in predicted probability of survival for being "surprised" and "not surprised" to the surprise question

David Hui  1   2 , Amy Ontai  3 , Clark Andersen  4 , John P Maxwell  5 , Yusuke Hiratsuka  6   7 , Sang-Yeon Suh  8   9 , Sun Hyun Kim  10 , Eduardo Bruera  3
Affiliations

When would I be surprised? Variability in predicted probability of survival for being "surprised" and "not surprised" to the surprise question

David Hui et al. Support Care Cancer. .

Abstract

Purpose: The surprise question is commonly used in clinical practice; however, the variability in how "surprise" is defined is unclear. We examined the variability in the predicted probability of survival for being "surprised" and "not surprised" among palliative care physicians across seven timeframes.

Methods: Palliative care specialists completed the surprise question for 3 days, 1 week, 2 weeks, 1 month, 2 months, 3 months, and 6 months for patients with advanced cancer at an outpatient clinic and concurrently predicted the probability of survival (0-100%). The primary outcome, coefficient of variation (CV) for the predicted probability of survival, was computed for "surprised" and "not surprised" answers for each physician and each timeframe. A mixed-effect logistic regression assessed the probability threshold for being "surprised."

Results: Twenty physicians provided 3024 survival estimates for 216 patients (mean age 61, 50% female). When "surprised," physicians consistently predicted a probability of survival > 50%, with low variation among physicians (mean CV 6-23%) and across timeframes (mean CV 5-20%). In contrast, physicians who answered "not surprised" predicted a probability of survival from 2 to 100%, with high variation among physicians (mean CV 15-83%) and across timeframes (mean CV 22-69%). Variability increased with longer timeframes. The probability of survival thresholds for being "surprised" were ≥ 74%, ≥ 62%, ≥ 68%, ≥ 83%, and ≥ 84% for 1 week, 2 weeks, 1 month, 2 months, and 3 months, respectively.

Conclusion: We found low variability for predicted probability of survival when clinicians were "surprised" but high variability when they were "not surprised."

Keywords: Clinical decision-making; Forecasting; Neoplasms; Palliative care; Prognosis.

PubMed Disclaimer

Conflict of interest statement

Declarations. Ethics approval: This study was performed in line with the principles of the Declaration of Helsinki and all procedures were in accordance with the ethical standards of the institutional and/or national research committees. Protocol approval (2017–0942) was obtained from the University of Texas MD Anderson Cancer Center Institutional Review Board. Consent to participate: Written informed consent was obtained from all individual participants included in the study. Competing interests: The authors declare no competing interests.

References

    1. Abdi H (2010) Coefficient of variation. Encyclop Res Des 1:169–171
    1. Anderson F, Downing GM, Hill J, Casorso L, Lerch N (1996) Palliative performance scale (PPS): a new tool. J Palliat Care 12:5–11 - PubMed
    1. Anzai T, Sato T, Fukumoto Y, Izumi C, Kizawa Y, Koga M, Nishimura K, Ohishi M, Sakashita A, Sakata Y, Shiga T, Takeishi Y, Yasuda S, Yamamoto K, Abe T, Akaho R, Hamatani Y, Hosoda H, Ishimori N, Kato M, Kinugasa Y, Kubozono T, Nagai T, Oishi S, Okada K, Shibata T, Suzuki A, Suzuki T, Takagi M, Takada Y, Tsuruga K, Yoshihisa A, Yumino D, Fukuda K, Kihara Y, Saito Y, Sawa Y, Tsutsui H, Kimura T (2021) JCS/JHFS 2021 statement on palliative care in cardiovascular diseases. Circ J 85:695–757. https://doi.org/10.1253/circj.CJ-20-1127 - DOI - PubMed
    1. Aronhime S, Calcagno C, Jajamovich GH, Dyvorne HA, Robson P, Dieterich D, Fiel MI, Martel-Laferriere V, Chatterji M, Rusinek H, Taouli B (2014) DCE-MRI of the liver: effect of linear and nonlinear conversions on hepatic perfusion quantification and reproducibility. J Magn Reson Imaging 40:90–98. https://doi.org/10.1002/jmri.24341 - DOI - PubMed
    1. Chu C, Engels Y, Suh SY, Kim SH, White N (2023) Should the surprise question be used as a prognostic tool for people with life-limiting illnesses? J Pain Symptom Manage 66:e437–e441. https://doi.org/10.1016/j.jpainsymman.2023.05.003 - DOI - PubMed

LinkOut - more resources