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Krishna LKR, Ravindran N, Kwok HYF, Tan XY, Soh J, Leong EYM, Wan DWJ, Low TY, Chan AWJ, Lim NCJ, Ng YK, Thenpandiyan AA, Leong JR, Lim AYD, Quah ELY, Tse LN, Pl S, Rajanala SP, Lua JK, Rajalingam V, Fam VJE, Govindasamy R, AbdulHamid NAB, Lim C, Ong EK, Sim SW, Mason S, Ong SYK. The impact of mentoring relationships on professional identity formation in medical education: a systematic review. BMC MEDICAL EDUCATION 2025; 25:576. [PMID: 40253352 PMCID: PMC12008893 DOI: 10.1186/s12909-025-07158-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 04/09/2025] [Indexed: 04/21/2025]
Abstract
BACKGROUND The promise that enduring and personalised mentoring relationships shape how mentees think, feel and act as professionals, or their professional identity formation (PIF), and thus how they interact, care and support patients and families has garnered significant interest. However, efforts to marshall these elements have been limited due to a lack of effective understanding. To address this lacunae, a systematic scoping review was carried out to map current knowledge on mentoring relationships and its impact on PIF. METHODS Guided by PRISMA guidelines and the Systematic Evidence-Based Approach (SEBA) to ensure a consistent and reproducible review, independent searches and appraisals of relevant articles published between 1st January 2000 and 4th December 2024 on PubMed, Embase, ERIC and Scopus databases were performed. Data from included articles were content and thematically analysed. Related themes and categories were combined using the SEBA methodology. RESULTS 248 articles were identified across four databases and snowballing of key articles. A total of 27 articles were included. The domains identified were: (1) the mentoring ecosystem; (2) mentoring dynamics; (3) shifts in belief systems and professional identity; and (4) complex adaptive systems. CONCLUSIONS The mentoring programme can be seen as a mentoring ecosystem, functioning as a community of practice and supporting the socialisation process within its boundaries and along the mentoring trajectory. The culture and structure of the mentoring ecosystem help inculcate the shared belief systems and programme identity. It also nurtures stakeholder investment and commitment, as well as their internal compass which is key to contending with the complex array of influences upon their development. Through the lens of a complex adaptive system, it is also possible to appreciate transitions between roles and responsibilities and the notion of being and becoming. These findings underline the evolving nature of practice and the need for personalised and longitudinal mentoring support.
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Affiliation(s)
- Lalit Kumar Radha Krishna
- Duke-NUS Medical School, National University of Singapore, 8 College Road, Singapore, 169857, Singapore.
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore.
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore.
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore.
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore.
- Lee Kong Chian School of Medicine, Nanyang Technological University, 11 Mandalay Road, Singapore, 308207, Singapore.
- Palliative Care Institute Liverpool, Academic Palliative & End of Life Care Centre, Cancer Research Centre, University of Liverpool, 200 London Road, Liverpool, L3 9TA, UK.
- Health Data Science, University of Liverpool, Whelan Building, The Quadrangle, Brownlow Hill, Liverpool, Liverpool, L69 3GB, UK.
- The Palliative Care Centre for Excellence in Research and Education, PalC, Dover Park Hospice, 10 Jalan Tan Tock Seng, Singapore, 308436, Singapore.
- SingHealth Internal Medicine Residency, Singapore General Hospital, Outram Road, Singapore, 169608, Singapore.
| | - Nila Ravindran
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore
| | - Hannah Yi Fang Kwok
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, 11 Mandalay Road, Singapore, 308207, Singapore
| | - Xuan Yu Tan
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore
| | - Jasper Soh
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore
| | - Elizabeth Yong Mei Leong
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, 11 Mandalay Road, Singapore, 308207, Singapore
| | - Darius Wei Jun Wan
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore
| | - Tiat Yan Low
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore
| | - Aiden Wei-Jun Chan
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore
| | - Nicholas Chong Jin Lim
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore
| | - Yen Kit Ng
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore
| | - Arthena Anushka Thenpandiyan
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore
| | - Jun Rey Leong
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore
| | - Adele Yi Dawn Lim
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore
| | - Elaine Li Ying Quah
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore
| | - Leia Ning Tse
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore
| | - Sriram Pl
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore
| | - Sri Priyanka Rajanala
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore
| | - Jun Kiat Lua
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore
| | - Varsha Rajalingam
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, Level 11, Block 1E, Kent Ridge Road, Singapore, 119228, Singapore
| | - Victoria Jia En Fam
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Psychosocial Oncology, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
| | - Ranitha Govindasamy
- Duke-NUS Medical School, National University of Singapore, 8 College Road, Singapore, 169857, Singapore
- Centre for Biomedical Ethics, National University of Singapore, Block MD11, 10 Medical Drive, #02- 03, Singapore, 117597, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
| | - Nur Amira Binte AbdulHamid
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
| | - Crystal Lim
- Medical Social Services, Singapore General Hospital, Block 3, Singapore, 169854, Singapore
| | - Eng Koon Ong
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Medical Oncology, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
| | - Shin Wei Sim
- Geylang Polyclinic (National Healthcare Group Polyclinics), 21 Geylang East Central, Singapore, 389707, Singapore
| | - Stephen Mason
- Palliative Care Institute Liverpool, Academic Palliative & End of Life Care Centre, Cancer Research Centre, University of Liverpool, 200 London Road, Liverpool, L3 9TA, UK
| | - Simon Yew Kuang Ong
- Duke-NUS Medical School, National University of Singapore, 8 College Road, Singapore, 169857, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
- Division of Medical Oncology, National Cancer Centre Singapore, 30 Hospital Boulevard, Singapore, 168583, Singapore
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Krishna LKR, Pisupati A, Ong YT, Teo KJH, Teo MYK, Venktaramana V, Quek CWN, Chua KZY, Raveendran V, Singh H, Wong SLCH, Ng VWW, Loh EKY, Yeoh TT, Owyong JLJ, Chiam M, Ong EK, Phua GLG, Hill R, Mason S, Ong SYK. Assessing the effects of a mentoring program on professional identity formation. BMC MEDICAL EDUCATION 2023; 23:799. [PMID: 37880728 PMCID: PMC10601320 DOI: 10.1186/s12909-023-04748-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 10/04/2023] [Indexed: 10/27/2023]
Abstract
BACKGROUND Medical education has enjoyed mixed fortunes nurturing professional identity formation (PIF), or how medical students think, feel and act as physicians. New data suggests that structured mentoring programs like the Palliative Medicine Initiative (PMI) may offer a means of developing PIF in a consistent manner. To better understand how a well-established structured research mentoring program shapes PIF, a study of the experiences of PMI mentees is proposed. METHODOLOGY Acknowledging PIF as a sociocultural construct, a Constructivist approach and Relativist lens were adopted for this study. In the absence of an effective tool, the Ring Theory of Personhood (RToP) and Krishna-Pisupati Model (KPM) model were used to direct this dual Systematic Evidence-Based Approach (Dual-SEBA) study in designing, employing and analysing semi-structured interviews with PMI mentees and mentoring diaries. These served to capture changes in PIF over the course of the PMI's mentoring stages. Transcripts of the interviews and mentoring diaries were concurrently analysed using content and thematic analysis. Complementary themes and categories identified from the Split Approach were combined using the Jigsaw Approach and subsequently compared with mentoring diaries in the Funnelling Process. The domains created framed the discussion. RESULTS A total of 12 mentee interviews and 17 mentoring diaries were analysed, revealing two domains-PMI as a Community of Practice (CoP) and Identity Formation. The domains confirmed the centrality of a structured CoP capable of facilitating longitudinal mentoring support and supporting the Socialisation Process along the mentoring trajectory whilst cultivating personalised and enduring mentoring relationships. CONCLUSION The provision of a consistent mentoring approach and personalised, longitudinal mentoring support guided along the mentoring trajectory by structured mentoring assessments lay the foundations for more effective mentoring programs. The onus must now be on developing assessment tools, such as a KPM-based tool, to guide support and oversight of mentoring relationships.
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Affiliation(s)
- Lalit Kumar Radha Krishna
- Yong Loo Lin School of Medicine, National University of Singapore, 10 Medical Dr, Singapore, Singapore.
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Singapore.
- Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore.
- Duke-NUS Medical School, Singapore, Singapore.
- Lien Centre for Palliative Care, Duke-NUS Medical School, Singapore, Singapore.
- Health Data Science, University of Liverpool, 200 London Road, Liverpool, UK.
- Palliative Care Institute Liverpool, Cancer Research Centre, University of Liverpool, 200 London Rd, L3 9TA, Liverpool, UK.
- The Palliative Care Centre for Excellence in Research and Education, PalC C/O Dover Park Hospice, 10 Jalan Tan Tock Seng, Singapore, 308436, Singapore.
- Centre for Biomedical Ethics, National University of Singapore, Singapore, Singapore.
| | - Anushka Pisupati
- Yong Loo Lin School of Medicine, National University of Singapore, 10 Medical Dr, Singapore, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore
| | - Yun Ting Ong
- Yong Loo Lin School of Medicine, National University of Singapore, 10 Medical Dr, Singapore, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore
| | - Kelly Jia Hui Teo
- Yong Loo Lin School of Medicine, National University of Singapore, 10 Medical Dr, Singapore, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore
| | - Mac Yu Kai Teo
- Yong Loo Lin School of Medicine, National University of Singapore, 10 Medical Dr, Singapore, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore
| | - Vaishnavi Venktaramana
- Yong Loo Lin School of Medicine, National University of Singapore, 10 Medical Dr, Singapore, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore
| | - Chrystie Wan Ning Quek
- Yong Loo Lin School of Medicine, National University of Singapore, 10 Medical Dr, Singapore, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore
| | - Keith Zi Yuan Chua
- Yong Loo Lin School of Medicine, National University of Singapore, 10 Medical Dr, Singapore, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore
| | - Vijayprasanth Raveendran
- Yong Loo Lin School of Medicine, National University of Singapore, 10 Medical Dr, Singapore, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore
| | - Harpreet Singh
- Yong Loo Lin School of Medicine, National University of Singapore, 10 Medical Dr, Singapore, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore
| | - Sabine Lauren Chyi Hui Wong
- Yong Loo Lin School of Medicine, National University of Singapore, 10 Medical Dr, Singapore, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore
| | - Victoria Wen Wei Ng
- Yong Loo Lin School of Medicine, National University of Singapore, 10 Medical Dr, Singapore, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore
| | - Eleanor Kei Ying Loh
- Yong Loo Lin School of Medicine, National University of Singapore, 10 Medical Dr, Singapore, Singapore
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore
| | - Ting Ting Yeoh
- Division of Oncology Pharmacy, National Cancer Centre Singapore, Singapore, Singapore
| | | | - Min Chiam
- Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore
| | - Eng Koon Ong
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Singapore
- Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
- Assisi Hospice, Singapore, Singapore
- Office of Medical Humanities, SingHealth Medicine Academic Clinical Programme, Singapore, Singapore
| | - Gillian Li Gek Phua
- Division of Supportive and Palliative Care, National Cancer Centre Singapore, Singapore, Singapore
- Lien Centre for Palliative Care, Duke-NUS Medical School, Singapore, Singapore
| | - Ruaraidh Hill
- Health Data Science, University of Liverpool, 200 London Road, Liverpool, UK
| | - Stephen Mason
- Palliative Care Institute Liverpool, Cancer Research Centre, University of Liverpool, 200 London Rd, L3 9TA, Liverpool, UK
| | - Simon Yew Kuang Ong
- Division of Cancer Education, National Cancer Centre Singapore, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore
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