Skip to main content
Top
Published in: BMC Palliative Care 1/2020

Open Access 01-12-2020 | Care | Research article

Physicians’ clinical prediction of survival in head and neck cancer patients in the palliative phase

Authors: Arta Hoesseini, Marinella P. J. Offerman, Bojou J. van de Wall-Neecke, Aniel Sewnaik, Marjan H. Wieringa, Robert J. Baatenburg de Jong

Published in: BMC Palliative Care | Issue 1/2020

Login to get access

Abstract

Background

The prognosis of patients with incurable head and neck cancer (HNC) is a relevant topic. The mean survival of these patients is 5 months but may vary from weeks to more than 3 years. Discussing the prognosis early in the disease trajectory enables patients to make well-considered end-of-life choices, and contributes to a better quality of life and death. However, physicians often are reluctant to discuss prognosis, partly because of the concern to be inaccurate. This study investigated the accuracy of physicians’ clinical prediction of survival of palliative HNC patients.

Methods

This study was part of a prospective cohort study in a tertiary cancer center. Patients with incurable HNC diagnosed between 2008 and 2011 (n = 191), and their treating physician were included. Analyses were conducted between July 2018 and February 2019. Patients’ survival was clinically predicted by their physician ≤3 weeks after disclosure of the palliative diagnosis. The clinical prediction of survival in weeks (CPS) was based on physicians’ clinical assessment of the patient during the outpatient visits. More than 25% difference between the actual survival (AS) and the CPS was regarded as a prediction error. In addition, when the difference between the AS and CPS was 2 weeks or less, this was always considered as correct.

Results

In 59% (n = 112) of cases survival was overestimated. These patients lived shorter than predicted by their physician (median AS 6 weeks, median CPS 20 weeks). In 18% (n = 35) of the cases survival was correctly predicted. The remaining 23% was underestimated (median AS 35 weeks, median CPS 20 weeks). Besides the differences in AS and CPS, no other significant differences were found between the three groups. There was worse accuracy when predicting survival closer to death: out of the 66 patients who survived 6 weeks or shorter, survival was correctly predicted in only eight (12%).

Conclusion

Physicians tend to overestimate the survival of palliative HNC patients. This optimism can result in suboptimal use of palliative and end-of-life care. The future development of a prognostic model that provides more accurate estimates, could help physicians with personalized prognostic counseling.
Literature
2.
go back to reference Ledeboer QC, van der Schroeff MP, Pruyn JF, de Boer MF. Baatenburg de Jong RJ, van der Velden LA. Survival of patients with palliative head and neck cancer. Head Neck. 2011;33(7):1021–6.PubMedCrossRef Ledeboer QC, van der Schroeff MP, Pruyn JF, de Boer MF. Baatenburg de Jong RJ, van der Velden LA. Survival of patients with palliative head and neck cancer. Head Neck. 2011;33(7):1021–6.PubMedCrossRef
3.
go back to reference Dronkers EA, Mes SW, Wieringa MH, van der Schroeff MP, Baatenburg de Jong RJ. Noncompliance to guidelines in head and neck cancer treatment; associated factors for both patient and physician. BMC Cancer. 2015;15:515.PubMedPubMedCentralCrossRef Dronkers EA, Mes SW, Wieringa MH, van der Schroeff MP, Baatenburg de Jong RJ. Noncompliance to guidelines in head and neck cancer treatment; associated factors for both patient and physician. BMC Cancer. 2015;15:515.PubMedPubMedCentralCrossRef
4.
go back to reference Forbes K. Palliative care in patients with cancer of the head and neck. Clin Otolaryngol Allied Sci. 1997;22(2):117–22.PubMedCrossRef Forbes K. Palliative care in patients with cancer of the head and neck. Clin Otolaryngol Allied Sci. 1997;22(2):117–22.PubMedCrossRef
5.
go back to reference Lokker ME, Offerman MP, van der Velden LA, de Boer MF, Pruyn JF, Teunissen SC. Symptoms of patients with incurable head and neck cancer: prevalence and impact on daily functioning. Head Neck. 2013;35(6):868–76.PubMedCrossRef Lokker ME, Offerman MP, van der Velden LA, de Boer MF, Pruyn JF, Teunissen SC. Symptoms of patients with incurable head and neck cancer: prevalence and impact on daily functioning. Head Neck. 2013;35(6):868–76.PubMedCrossRef
7.
go back to reference Steinhauser KE, Christakis NA, Clipp EC, McNeilly M, McIntyre L, Tulsky JA. Factors considered important at the end of life by patients, family, physicians, and other care providers. JAMA. 2000;284(19):2476–82.PubMedCrossRef Steinhauser KE, Christakis NA, Clipp EC, McNeilly M, McIntyre L, Tulsky JA. Factors considered important at the end of life by patients, family, physicians, and other care providers. JAMA. 2000;284(19):2476–82.PubMedCrossRef
8.
go back to reference Krikorian A, Maldonado C, Pastrana T. Patient's perspectives on the notion of a good death: a systematic review of the literature. J Pain Symptom Manag. 2020;59(1):152–64.CrossRef Krikorian A, Maldonado C, Pastrana T. Patient's perspectives on the notion of a good death: a systematic review of the literature. J Pain Symptom Manag. 2020;59(1):152–64.CrossRef
9.
go back to reference Kastbom L, Milberg A, Karlsson M. A good death from the perspective of palliative cancer patients. Support Care Cancer. 2017;25(3):933–9.PubMedCrossRef Kastbom L, Milberg A, Karlsson M. A good death from the perspective of palliative cancer patients. Support Care Cancer. 2017;25(3):933–9.PubMedCrossRef
10.
go back to reference Mack JW, Cronin A, Keating NL, Taback N, Huskamp HA, Malin JL, et al. Associations between end-of-life discussion characteristics and care received near death: a prospective cohort study. J Clin Oncol. 2012;30(35):4387–95.PubMedPubMedCentralCrossRef Mack JW, Cronin A, Keating NL, Taback N, Huskamp HA, Malin JL, et al. Associations between end-of-life discussion characteristics and care received near death: a prospective cohort study. J Clin Oncol. 2012;30(35):4387–95.PubMedPubMedCentralCrossRef
11.
go back to reference Temel JS, Greer JA, Admane S, Gallagher ER, Jackson VA, Lynch TJ, et al. Longitudinal perceptions of prognosis and goals of therapy in patients with metastatic non-small-cell lung cancer: results of a randomized study of early palliative care. J Clin Oncol. 2011;29(17):2319–26.PubMedCrossRef Temel JS, Greer JA, Admane S, Gallagher ER, Jackson VA, Lynch TJ, et al. Longitudinal perceptions of prognosis and goals of therapy in patients with metastatic non-small-cell lung cancer: results of a randomized study of early palliative care. J Clin Oncol. 2011;29(17):2319–26.PubMedCrossRef
12.
go back to reference Fried TR, Bradley EH, O'Leary J. Prognosis communication in serious illness: perceptions of older patients, caregivers, and clinicians. J Am Geriatr Soc. 2003;51(10):1398–403.PubMedCrossRef Fried TR, Bradley EH, O'Leary J. Prognosis communication in serious illness: perceptions of older patients, caregivers, and clinicians. J Am Geriatr Soc. 2003;51(10):1398–403.PubMedCrossRef
13.
go back to reference Hagerty RG, Butow PN, Ellis PA, Lobb EA, Pendlebury S, Leighl N, et al. Cancer patient preferences for communication of prognosis in the metastatic setting. J Clin Oncol. 2004;22(9):1721–30.PubMedCrossRef Hagerty RG, Butow PN, Ellis PA, Lobb EA, Pendlebury S, Leighl N, et al. Cancer patient preferences for communication of prognosis in the metastatic setting. J Clin Oncol. 2004;22(9):1721–30.PubMedCrossRef
14.
go back to reference Innes S, Payne S. Advanced cancer patients' prognostic information preferences: a review. Palliat Med. 2009;23(1):29–39.PubMedCrossRef Innes S, Payne S. Advanced cancer patients' prognostic information preferences: a review. Palliat Med. 2009;23(1):29–39.PubMedCrossRef
15.
go back to reference Hallen SA, Hootsmans NA, Blaisdell L, Gutheil CM, Han PK. Physicians' perceptions of the value of prognostic models: the benefits and risks of prognostic confidence. Health Expect. 2015;18(6):2266–77.PubMedCrossRef Hallen SA, Hootsmans NA, Blaisdell L, Gutheil CM, Han PK. Physicians' perceptions of the value of prognostic models: the benefits and risks of prognostic confidence. Health Expect. 2015;18(6):2266–77.PubMedCrossRef
16.
go back to reference Glare P, Virik K, Jones M, Hudson M, Eychmuller S, Simes J, et al. A systematic review of physicians' survival predictions in terminally ill cancer patients. BMJ. 2003;327(7408):195–8.PubMedPubMedCentralCrossRef Glare P, Virik K, Jones M, Hudson M, Eychmuller S, Simes J, et al. A systematic review of physicians' survival predictions in terminally ill cancer patients. BMJ. 2003;327(7408):195–8.PubMedPubMedCentralCrossRef
17.
go back to reference White N, Reid F, Harris A, Harries P, Stone P. A systematic review of predictions of survival in palliative care: how accurate are clinicians and who are the experts? PLoS One. 2016;11(8):e0161407.PubMedPubMedCentralCrossRef White N, Reid F, Harris A, Harries P, Stone P. A systematic review of predictions of survival in palliative care: how accurate are clinicians and who are the experts? PLoS One. 2016;11(8):e0161407.PubMedPubMedCentralCrossRef
18.
go back to reference Guideline for Palliative Sedation. Royal Dutch Medical Association (KNMG), 2009. Guideline for Palliative Sedation. Royal Dutch Medical Association (KNMG), 2009.
19.
go back to reference Offerman MP, Pruyn JF, de Boer MF, Ledeboer QC, van Busschbach JJ. Baatenburg de Jong RJ, et al. experience of palliative care for patients with head and neck cancer through the eyes of next of kin: impact of an expert center. Head Neck. 2014;36(10):1459–66.PubMed Offerman MP, Pruyn JF, de Boer MF, Ledeboer QC, van Busschbach JJ. Baatenburg de Jong RJ, et al. experience of palliative care for patients with head and neck cancer through the eyes of next of kin: impact of an expert center. Head Neck. 2014;36(10):1459–66.PubMed
20.
go back to reference Groenvold M, Petersen MA, Aaronson NK, Arraras JI, Blazeby JM, Bottomley A, et al. The development of the EORTC QLQ-C15-PAL: a shortened questionnaire for cancer patients in palliative care. Eur J Cancer. 2006;42(1):55–64.PubMedCrossRef Groenvold M, Petersen MA, Aaronson NK, Arraras JI, Blazeby JM, Bottomley A, et al. The development of the EORTC QLQ-C15-PAL: a shortened questionnaire for cancer patients in palliative care. Eur J Cancer. 2006;42(1):55–64.PubMedCrossRef
21.
go back to reference Vigano A, Dorgan M, Bruera E, Suarez-Almazor ME. The relative accuracy of the clinical estimation of the duration of life for patients with end of life cancer. Cancer. 1999;86(1):170–6.PubMedCrossRef Vigano A, Dorgan M, Bruera E, Suarez-Almazor ME. The relative accuracy of the clinical estimation of the duration of life for patients with end of life cancer. Cancer. 1999;86(1):170–6.PubMedCrossRef
22.
go back to reference Christakis NA, Lamont EB. Extent and determinants of error in doctors' prognoses in terminally ill patients: prospective cohort study. BMJ. 2000;320(7233):469–72.PubMedPubMedCentralCrossRef Christakis NA, Lamont EB. Extent and determinants of error in doctors' prognoses in terminally ill patients: prospective cohort study. BMJ. 2000;320(7233):469–72.PubMedPubMedCentralCrossRef
23.
go back to reference Chow E, Davis L, Panzarella T, Hayter C, Szumacher E, Loblaw A, et al. Accuracy of survival prediction by palliative radiation oncologists. Int J Radiat Oncol Biol Phys. 2005;61(3):870–3.PubMedCrossRef Chow E, Davis L, Panzarella T, Hayter C, Szumacher E, Loblaw A, et al. Accuracy of survival prediction by palliative radiation oncologists. Int J Radiat Oncol Biol Phys. 2005;61(3):870–3.PubMedCrossRef
24.
go back to reference Muers MF, Shevlin P, Brown J. Prognosis in lung cancer: physicians' opinions compared with outcome and a predictive model. Thorax. 1996;51(9):894–902.PubMedPubMedCentralCrossRef Muers MF, Shevlin P, Brown J. Prognosis in lung cancer: physicians' opinions compared with outcome and a predictive model. Thorax. 1996;51(9):894–902.PubMedPubMedCentralCrossRef
25.
go back to reference Willmott L, White B, Gallois C, Parker M, Graves N, Winch S, et al. Reasons doctors provide futile treatment at the end of life: a qualitative study. J Med Ethics. 2016;42(8):496–503.PubMedCrossRef Willmott L, White B, Gallois C, Parker M, Graves N, Winch S, et al. Reasons doctors provide futile treatment at the end of life: a qualitative study. J Med Ethics. 2016;42(8):496–503.PubMedCrossRef
26.
go back to reference Mack JW, Smith TJ. Reasons why physicians do not have discussions about poor prognosis, why it matters, and what can be improved. J Clin Oncol. 2012;30(22):2715–7.PubMedCrossRef Mack JW, Smith TJ. Reasons why physicians do not have discussions about poor prognosis, why it matters, and what can be improved. J Clin Oncol. 2012;30(22):2715–7.PubMedCrossRef
27.
go back to reference Smith TJ, Dow LA, Virago E, Khatcheressian J, Lyckholm LJ, Matsuyama R. Giving honest information to patients with advanced cancer maintains hope. Oncology (Williston Park). 2010;24(6):521–5. Smith TJ, Dow LA, Virago E, Khatcheressian J, Lyckholm LJ, Matsuyama R. Giving honest information to patients with advanced cancer maintains hope. Oncology (Williston Park). 2010;24(6):521–5.
28.
go back to reference Smith TJ, Dow LA, Virago EA, Khatcheressian J, Matsuyama R, Lyckholm LJ. A pilot trial of decision aids to give truthful prognostic and treatment information to chemotherapy patients with advanced cancer. J Support Oncol. 2011;9(2):79–86.PubMedPubMedCentralCrossRef Smith TJ, Dow LA, Virago EA, Khatcheressian J, Matsuyama R, Lyckholm LJ. A pilot trial of decision aids to give truthful prognostic and treatment information to chemotherapy patients with advanced cancer. J Support Oncol. 2011;9(2):79–86.PubMedPubMedCentralCrossRef
29.
go back to reference Weeks JC, Cook EF, O'Day SJ, Peterson LM, Wenger N, Reding D, et al. Relationship between cancer patients' predictions of prognosis and their treatment preferences. JAMA. 1998;279(21):1709–14.PubMedCrossRef Weeks JC, Cook EF, O'Day SJ, Peterson LM, Wenger N, Reding D, et al. Relationship between cancer patients' predictions of prognosis and their treatment preferences. JAMA. 1998;279(21):1709–14.PubMedCrossRef
30.
go back to reference Gramling R, Fiscella K, Xing G, Hoerger M, Duberstein P, Plumb S, et al. Determinants of patient-oncologist prognostic discordance in advanced Cancer. JAMA Oncol. 2016;2(11):1421–6.PubMedPubMedCentral Gramling R, Fiscella K, Xing G, Hoerger M, Duberstein P, Plumb S, et al. Determinants of patient-oncologist prognostic discordance in advanced Cancer. JAMA Oncol. 2016;2(11):1421–6.PubMedPubMedCentral
31.
go back to reference Daugherty CK, Hlubocky FJ. What are terminally ill cancer patients told about their expected deaths? A study of cancer physicians' self-reports of prognosis disclosure. J Clin Oncol. 2008;26(36):5988–93.PubMedPubMedCentralCrossRef Daugherty CK, Hlubocky FJ. What are terminally ill cancer patients told about their expected deaths? A study of cancer physicians' self-reports of prognosis disclosure. J Clin Oncol. 2008;26(36):5988–93.PubMedPubMedCentralCrossRef
32.
go back to reference Koedoot CG, Oort FJ, de Haan RJ, Bakker PJ, de Graeff A, de Haes JC. The content and amount of information given by medical oncologists when telling patients with advanced cancer what their treatment options are. Palliative chemotherapy and watchful-waiting. Eur J Cancer. 2004;40(2):225–35.PubMedCrossRef Koedoot CG, Oort FJ, de Haan RJ, Bakker PJ, de Graeff A, de Haes JC. The content and amount of information given by medical oncologists when telling patients with advanced cancer what their treatment options are. Palliative chemotherapy and watchful-waiting. Eur J Cancer. 2004;40(2):225–35.PubMedCrossRef
34.
go back to reference Enzinger AC, Zhang B, Schrag D, Prigerson HG. Outcomes of prognostic disclosure: associations with prognostic understanding, distress, and relationship with physician among patients with advanced Cancer. J Clin Oncol. 2015;33(32):3809–16.PubMedPubMedCentralCrossRef Enzinger AC, Zhang B, Schrag D, Prigerson HG. Outcomes of prognostic disclosure: associations with prognostic understanding, distress, and relationship with physician among patients with advanced Cancer. J Clin Oncol. 2015;33(32):3809–16.PubMedPubMedCentralCrossRef
35.
go back to reference Gattellari M, Butow PN, Tattersall MH, Dunn SM, MacLeod CA. Misunderstanding in cancer patients: why shoot the messenger? Ann Oncol. 1999;10(1):39–46.PubMedCrossRef Gattellari M, Butow PN, Tattersall MH, Dunn SM, MacLeod CA. Misunderstanding in cancer patients: why shoot the messenger? Ann Oncol. 1999;10(1):39–46.PubMedCrossRef
36.
go back to reference Hoesseini A, Dronkers EAC, Sewnaik A, Hardillo JAU, Baatenburg de Jong RJ, MPJ O. Head and neck cancer patients' preferences for individualized prognostic information: a focus group study. BMC Cancer. 2020;20(1):399.PubMedPubMedCentralCrossRef Hoesseini A, Dronkers EAC, Sewnaik A, Hardillo JAU, Baatenburg de Jong RJ, MPJ O. Head and neck cancer patients' preferences for individualized prognostic information: a focus group study. BMC Cancer. 2020;20(1):399.PubMedPubMedCentralCrossRef
37.
go back to reference Parker SM, Clayton JM, Hancock K, Walder S, Butow PN, Carrick S, et al. A systematic review of prognostic/end-of-life communication with adults in the advanced stages of a life-limiting illness: patient/caregiver preferences for the content, style, and timing of information. J Pain Symptom Manag. 2007;34(1):81–93.CrossRef Parker SM, Clayton JM, Hancock K, Walder S, Butow PN, Carrick S, et al. A systematic review of prognostic/end-of-life communication with adults in the advanced stages of a life-limiting illness: patient/caregiver preferences for the content, style, and timing of information. J Pain Symptom Manag. 2007;34(1):81–93.CrossRef
38.
go back to reference Dronkers EAC, Hoesseini A, de Boer MF, Offerman MPJ. Communication of prognosis in head and neck cancer patients; a descriptive qualitative analysis. Oral Oncol. 2018;84:76–81.PubMedCrossRef Dronkers EAC, Hoesseini A, de Boer MF, Offerman MPJ. Communication of prognosis in head and neck cancer patients; a descriptive qualitative analysis. Oral Oncol. 2018;84:76–81.PubMedCrossRef
39.
go back to reference Temel JS, Greer JA, Muzikansky A, Gallagher ER, Admane S, Jackson VA, et al. Early palliative care for patients with metastatic non-small-cell lung cancer. N Engl J Med. 2010;363(8):733–42.PubMedCrossRef Temel JS, Greer JA, Muzikansky A, Gallagher ER, Admane S, Jackson VA, et al. Early palliative care for patients with metastatic non-small-cell lung cancer. N Engl J Med. 2010;363(8):733–42.PubMedCrossRef
40.
go back to reference Connor SR, Pyenson B, Fitch K, Spence C, Iwasaki K. Comparing hospice and nonhospice patient survival among patients who die within a three-year window. J Pain Symptom Manag. 2007;33(3):238–46.CrossRef Connor SR, Pyenson B, Fitch K, Spence C, Iwasaki K. Comparing hospice and nonhospice patient survival among patients who die within a three-year window. J Pain Symptom Manag. 2007;33(3):238–46.CrossRef
41.
go back to reference Steyerberg EW, Moons KG, van der Windt DA, Hayden JA, Perel P, Schroter S, et al. Prognosis research strategy (PROGRESS) 3: prognostic model research. PLoS Med. 2013;10(2):e1001381.PubMedPubMedCentralCrossRef Steyerberg EW, Moons KG, van der Windt DA, Hayden JA, Perel P, Schroter S, et al. Prognosis research strategy (PROGRESS) 3: prognostic model research. PLoS Med. 2013;10(2):e1001381.PubMedPubMedCentralCrossRef
42.
go back to reference Simmons CPL, McMillan DC, McWilliams K, Sande TA, Fearon KC, Tuck S, et al. Prognostic tools in patients with advanced Cancer: a systematic review. J Pain Symptom Manag. 2017;53(5):962–70 e10.CrossRef Simmons CPL, McMillan DC, McWilliams K, Sande TA, Fearon KC, Tuck S, et al. Prognostic tools in patients with advanced Cancer: a systematic review. J Pain Symptom Manag. 2017;53(5):962–70 e10.CrossRef
43.
go back to reference Hoesseini A, van Leeuwen N, Offerman MPJ, Zhang J, Dronkers EAC, Sewnaik A, et al. Predicting survival in head and neck cancer: external validation and update of the prognostic model OncologIQ in 2189 patients. submitted 2020. Hoesseini A, van Leeuwen N, Offerman MPJ, Zhang J, Dronkers EAC, Sewnaik A, et al. Predicting survival in head and neck cancer: external validation and update of the prognostic model OncologIQ in 2189 patients. submitted 2020.
45.
go back to reference Baatenburg de Jong RJ, Hermans J, Molenaar J, Briaire JJ, le Cessie S. Prediction of survival in patients with head and neck cancer. Head Neck. 2001;23(9):718–24.PubMedCrossRef Baatenburg de Jong RJ, Hermans J, Molenaar J, Briaire JJ, le Cessie S. Prediction of survival in patients with head and neck cancer. Head Neck. 2001;23(9):718–24.PubMedCrossRef
46.
go back to reference Datema FR, Ferrier MB, van der Schroeff MP. Baatenburg de Jong RJ. Impact of comorbidity on short-term mortality and overall survival of head and neck cancer patients. Head Neck. 2010;32(6):728–36.PubMed Datema FR, Ferrier MB, van der Schroeff MP. Baatenburg de Jong RJ. Impact of comorbidity on short-term mortality and overall survival of head and neck cancer patients. Head Neck. 2010;32(6):728–36.PubMed
47.
go back to reference Datema FR, Ferrier MB, Vergouwe Y, Moya A, Molenaar J, Piccirillo JF, et al. Update and external validation of a head and neck cancer prognostic model. Head Neck. 2013;35(9):1232–7.PubMedCrossRef Datema FR, Ferrier MB, Vergouwe Y, Moya A, Molenaar J, Piccirillo JF, et al. Update and external validation of a head and neck cancer prognostic model. Head Neck. 2013;35(9):1232–7.PubMedCrossRef
48.
go back to reference EAC D, Baatenburg de Jong RJ, van der Poel EF, Sewnaik A, MPJ O. Keys to successful implementation of routine symptom monitoring in head and neck oncology with "Healthcare Monitor" and patients' perspectives of quality of care. Head Neck. 2020. https://doi.org/10.1002/hed.26425. PMID: 32808370. EAC D, Baatenburg de Jong RJ, van der Poel EF, Sewnaik A, MPJ O. Keys to successful implementation of routine symptom monitoring in head and neck oncology with "Healthcare Monitor" and patients' perspectives of quality of care. Head Neck. 2020. https://​doi.​org/​10.​1002/​hed.​26425. PMID: 32808370.
49.
go back to reference Hui D, Paiva CE, Del Fabbro EG, Steer C, Naberhuis J, van de Wetering M, et al. Prognostication in advanced cancer: update and directions for future research. Support Care Cancer. 2019;27(6):1973–84.PubMedPubMedCentralCrossRef Hui D, Paiva CE, Del Fabbro EG, Steer C, Naberhuis J, van de Wetering M, et al. Prognostication in advanced cancer: update and directions for future research. Support Care Cancer. 2019;27(6):1973–84.PubMedPubMedCentralCrossRef
Metadata
Title
Physicians’ clinical prediction of survival in head and neck cancer patients in the palliative phase
Authors
Arta Hoesseini
Marinella P. J. Offerman
Bojou J. van de Wall-Neecke
Aniel Sewnaik
Marjan H. Wieringa
Robert J. Baatenburg de Jong
Publication date
01-12-2020
Publisher
BioMed Central
Keyword
Care
Published in
BMC Palliative Care / Issue 1/2020
Electronic ISSN: 1472-684X
DOI
https://doi.org/10.1186/s12904-020-00682-2

Other articles of this Issue 1/2020

BMC Palliative Care 1/2020 Go to the issue