Your new experience awaits. Try the new design now and help us make it even better

PERSPECTIVE article

Front. Med., 08 October 2025

Sec. Healthcare Professions Education

Volume 12 - 2025 | https://doi.org/10.3389/fmed.2025.1582732

Increasing the focus on critical appraisal of trials and financial conflict of interest in medical training programs: a perspective from oncology

Ashley J. Duits
&#x;Ashley J. Duits1*Michael J. Samson&#x;Michael J. Samson2Rijk O. B. Gans&#x;Rijk O. B. Gans2Izzy Gerstenbluth&#x;Izzy Gerstenbluth3Jamiu O. Busari&#x;Jamiu O. Busari4John-John B. Schnog&#x;John-John B. Schnog2
  • 1Institute for Medical Education, University Medical Center Groningen, Groningen, Netherlands
  • 2Curaçao Medical Center, Willemstad, Curaçao
  • 3Curaçao Biomedical and Health Research Institute, Willemstad, Curaçao
  • 4School of Health Professions Education, Maastricht University, Maastricht, Netherlands

Improving medical education programs is key for achieving true value-based healthcare. Worldwide several approaches have been proposed for adapting current medical curricula in order to better foster modern medical professionals as agents of change. Adaptations of (mostly) competency-based curricula include improved attention for topics like public health, social determinants of health, inclusivity and social justice. In this article the authors argue, using an oncology perspective, for inclusion of two key topics in order to ensure that improved medical curricula foster critical consciousness and are transformative. The authors describe the importance of adding critical trial appraisal and awareness of the challenges of financial conflict of interest (FCI) in medical decision making throughout the curriculum. In the field of oncology (as in other medical areas) approval and uptake in treatment guidelines of costly drugs are regularly based on methodologically flawed clinical trials. Moreover, in an already financially strained environment these low-value treatments further impede countries of better supporting only high-value treatment and prevention programs. The authors show that FCI negatively impacts drug approval processes, journal publications, guideline inclusion and patient advocacy group activities. In this scholarly perspective the authors strongly argue for including these topics in modern curricula with due attention for the necessary cultural change of faculty and clinical learning environment. An educational moonshot program based on critical pedagogy is advocated in which both High Income Countries (HIC) and Low- and Middle-Income Countries (LMIC) contribute to achieve the necessary transformative medical education programs necessary for the required agents of change.

Oncological care and the cancer moonshot program

Cancer causes 1 in 5 of deaths due to non-communicable diseases and poses both a global public health and economic challenge. The rising costs of contemporary oncological treatments are unsustainable even in affluent countries, whilst classical lifesaving chemotherapy drugs are not universally available in low- and middle-income countries (LMICs) and some high-income countries (HIC) (1, 2).

The Cancer Moonshot program (a United States government supported initiative to reduce cancer burden) that fosters international collaboration, focuses on cancer’s health and economic impact on patients and strives for health equity in LMICs, has received renewed attention (3). The program aims to introduce effective management tools such as better symptom management, effective medical treatments, and early cancer detection. Also, research is supported to develop novel and equitable therapies. To achieve its goals and have an impact on cancer, investing in knowledge translation programs is important.

There is reason to believe that focusing solely on knowledge translation and the goals of effective management tools are likely to benefit only a small proportion of patients. Hence, caution must be exercised when considering the effectiveness of such medical treatments in HIC such that marginalized groups and the weak in society are not mis- or underrepresented. The often-limited efficacy (i.e., the benefit of an experimental treatment within a randomized controlled trial (RCT)) of new oncological treatments mostly does not translate to increased effectiveness (i.e., the benefit of a treatment in real life of patients). Shortcomings in design, execution, and interpretation often characterize contemporary oncological trials of new therapeutic interventions. However, the low bar for approvals of major drug regulatory agencies such as the Food and Drug Administration (FDA) and European Medicines Agency (EMA), result in approvals of such questionable treatments with subsequent practice guideline uptake (4). As a result, many high-cost interventions with limited or no benefit have saturated the market (4, 5). Against this backdrop, the Lancet Commission on Cancer and Health Care Systems strives to improve cancer control equitably. It clearly emphasizes the necessity for more attention to overdiagnosis, overtreatment, and escalating costs for treatments void of better outcomes. The HIC treatment programs should not automatically be considered the standard for effective global cancer control (6). Recognizing this fact is critical for any translational program to safeguard value-based care (a framework for maximizing the value of care for patients whilst reducing costs) and high-value interventions in both HIC and especially in LMICs with limited economic resources.

For that reason, medical professionals should be competent to critically evaluate the true value of care (or a treatment), defined as the costs of an intervention and the benefit for the patient of any available treatment (7). Even though there is the assumption that physicians are sufficiently educated to evaluate whether a medical intervention is both efficacious and effective, empirical studies have shown that physicians generally overestimate benefit and underestimate harm across a broad range of medical interventions (8).

We recently addressed the need to raise the bar for conducting oncological clinical trials and drug approvals (4). One of our recommendations, as also emphasized by others (5, 9), was the reevaluation of current medical education programs for physicians (and other health professionals) to better appraise the limitations of evidence generated by current clinical trials.

In this scholarly perspective, we argue that existing medical educational programs, mostly competency-based ones (10), should be adapted to include essential topics for physicians to become agents of change, i.e., people who can truly bring about the required change necessary to achieve value-based healthcare (11).

Transformative learning programs based on critical pedagogy (a philosophy of education enabling and encouraging critical thinking) that foster critical consciousness (recognizing, challenging and acting for solving oppressive social structures) and include ongoing medical ethics education and leadership development are essential for training young medical professionals to become agents of change (11, 12). Improvement of students’ and health professionals’ critical interpretation skills of clinical trial data should be prioritized and embedded in curricula that are better designed for achieving awareness and understanding of the determinants of health (13), social justice and how their future role as physicians can impact not only individual patients but their community as well (12, 14).

Importantly, an ongoing in-depth focus on medical ethics, including increased focus on financial conflicts of interest (FCI) potentially influencing medical decision-making, should be a common thread throughout the entire curriculum (4, 15).

Increased focus on critical clinical trial evaluation and FCI in medical education programs

Current competency-based medical education frameworks such as Accreditation Council for Graduate Medical Education (ACGME) (16) and Canadian Medical Education Directives for Specialists (CANMEDS) (10) do not explicitly address value-based healthcare in medical curricula. Hence, several programs have been introduced, such as Health Systems Sciences (HSS) (17), to include patient and population health, healthcare policy, medical ethics, and value-based healthcare into medical curricula. This is in addition to the existing basic and clinical science programs in the undergraduate and graduate curriculum (1820). Despite these changes, unfortunately, certain key skills/competencies remain underserved.

These include competencies needed to critically evaluate trial design, outcome, validity, and applicability in evidence-based medicine (EBM) and clinical practice guidelines.

We propose that current training programs should specifically include content to enable the development of these skills (2123).

Critical appraisal of clinical trials is insufficiently taught

Critical appraisal of clinical trials is the systematic and careful analysis of trials to judge its true value and relevance for use in EBM (24).

Several studies have underscored the importance of implementing teaching modules for critical appraisal of clinical trials (25, 26). Presently, different systems for general evaluation of the quality of clinical trials (23, 24) are in use albeit their scope is limited to technical aspects (e.g., methods of randomization), foregoing focus on broader aspects of trial quality and applicability (e.g., was the control arm the standard of care, was cross-over correctly applied). A technically soundly performed RCT can still be useless when, for example, the primary endpoint is an unvalidated surrogate endpoint that does not measure what truly matters to patients (overall survival and/or quality of life) (27). A more hands-on broad approach, as widely made available by experts in the field and that is easily accessible for students and physicians should be embedded in clerkship-, residency and fellowship programs.1

FCI undermines clinical judgement

FCI exists when medical decision making is influenced by financial gain (28). Curricula designers and medical professionals involved in designing training programs on critical appraisal of research trials and EBM should focus on upholding the code of medical ethics (e.g., the AMA code of Medical Ethics2 and at the same time ensure that there are medical ethics training programs) (29) to foster critical reasoning. These programs should include developing ethical appraisal for recognizing and addressing potential FCI faced by medical professionals in patient care, scholar and research activities (e.g., GMC professional standards 2024.3 FCI with pharmaceutical industries has been associated with decision-making at many different levels like drug and device research and development and the associated regulatory processes. FCI associations with the quality of output in peer-reviewed journals, scientific meetings output, uptake in clinical practice guidelines (30), websites and social media contents and patient-advocacy organizations activities (3136) have also been reported. At each of these levels, FCI has been shown to bias the appraisal of novel and often costly interventions in a way that low-value interventions based on clinical trials with important shortcomings are still approved and incorporated into treatment guidelines (15, 37, 38). FCI is clearly associated with prescribing of both low-value interventions and brand-name drugs (39, 40). For addressing social accountability, fostering of efficient use of healthcare resources is critical (41). Therefore, a fundamental understanding of the negative impact of FCI by medical doctors/experts in the current drug- and device development landscape and its consequences for individual patient care, societal health care spending and value- based care must be addressed early in the curricula. This is needed irrespective of whether a trainee’s intent is to pursue an academic research-focused career or a career primarily as a care provider (42, 43). In a web-based survey in France of 2,101 medical students 85.2% of the students reported being inadequately educated about FCI (44). In a comparable Korean study of 388 medical students 63.7% reported insufficient FCI-education supporting the need for improved FCI-education in medical curricula (45).

A critical pedagogy approach

As extensively described by Frenk et al. (11), education programs need to include developing expertise in resource management, promoting evidence-based policies (including treatment policies and guidelines), and the critical assessment of existing policies. Furthermore, we argue that fundamental global health and public health themes, including sections dedicated to determinants of health (46, 47) should be included to ensure the development of the necessary professional sense of social accountability (46, 48, 49). Importantly, such programs should promote social justice and address existing health inequities (50). Making use of critical pedagogy (14) as an educational framework to design such programs we believe would ensure that these topics are well embedded in the curriculum. This should then also offer the opportunity for training programs to ultimately avoid just supporting the status quo (described as “banking education: students only repeating educator provided information” (12)) and instead help achieve the required changes. Changes necessary not only in health care but, more importantly, toward achieving equitable conditions to attain healthier lives.

These competencies are all necessary for effectively evaluating (new) treatment options and addressing the shortcomings of current drug evaluation and approval procedures by regulatory agencies (4, 11). This is corroborated by the recent WHO report that clearly underlines the importance of including these topics in medical education programs (51). Fittingly, such an educational approach aligns with the currently held view by healthcare students that preventive medicine and public health are fundamental aspects of their role as future health professionals (52). In a recent survey of 2,212 students from 91 countries 80% of the students describe public health management and focusing on preventive health as crucial priorities (53).

Achieving cultural change: faculty development and addressing the hidden curriculum

A renewed approach to faculty development

A transformative learning approach based on the concepts of critical pedagogy and fostering the necessary critical consciousness (12, 14) is necessary to enable medical students to understand the principle of value-based care and become true “agents of change.” A much-needed renewed approach to faculty development would require culture change that includes the critical evaluation of existing norms and values and how to effectively cope with potential emergent non-customary roles and attitudes (54).

A recent publication (55) addressed the most important ideas and challenges perceived by health educators during the re-alignment of curricula. For the renewal of a program, a clear institutionally formulated mission and vision statement is needed. There also has to be a demonstrable urgency for change, change-management strategy, and leadership skills development (41). In our view the program should enable change by offering practice-focused support, promoting the creation of communities of practice for learning (56), engagement and networking, and providing guidelines for addressing critical consciousness where needed for the available staff. It is important that faculty developers expertly guide this potentially disruptive process by providing opportunities for dialogue and reflection over time to maintain these critical competencies.

Addressing the challenges of the hidden curriculum

To attain a medical curriculum that effectively trains students in value-based care, a cultural change in the clinical environment would be necessary. For programs to be effective authentic experiential learning environments that regularly address critical clinical trial evaluation and FCI will be needed. The hidden curriculum in most clinical learning environments influences the professional development of trainees through everyday experiences of habits, customs, perspectives, and vocabulary they encounter (57). The potential dissonance the hidden curriculum presents to trainees needs to be assessed and understood. Special attention should be given to the impact of preceptors’ role modeling on students and trainees. Specific strategies should be evaluated with the input of clinical teachers (58) to bridge the existing knowledge and attitude gap effectively and (if necessary) reform the learning environment (e.g., by introducing targeted faculty development courses) (59). Medical school research programs should be in line with the above-described cultural change.

Box 1 and Table 1 describe practical steps undertaken to include critical appraisal of trials and FCI in clinical clerkships, resident programs and continuous medical education provided at the Curaçao Medical Center.

Table 1
www.frontiersin.org

Table 1. Example of the tool to measure/analyze the entrustible professional activity (EPA) sensible care for medical students.

BOX 1. Experiential learning in value-based health clinical programs at the Curaçao Medical Center (CMC).

As an affiliate teaching hospital of the University Medical Center Groningen (UMCG) CMC provides clinical clerkship programs for the final 2 years of the CANMEDS based UMCG undergraduate medical curriculum (60).

The clerkship program includes a professional behavior development course for developing reflective skills based on a mentoring portfolio with weekly guided intervision peer meetings and individual sessions (61, 62). Additionally, a 3-week value-based care training session is provided to all undergraduate and graduate students and trainees. This training includes how to critically evaluate clinical trials based on fundamental scientific principles and proper attention to potential financial conflict of interest (https://www.drugdevletter.com/p/how-to-read-and-interpret-a-cancer?r=tdvd8&utm_campaign=post&utm_medium=webPRASAD) (see Table 1).

A medical education moonshot program for all countries

In addressing priorities for cancer research in LMIC, Pramesh et al. defined value-based care and economics as one of the priorities (63). However, support programs by HICs are mostly based on transplanting their current practices which are much less focused on value-based care and likely less desirable for LMICs. In view of the growing appreciation of the efficacy-effectiveness gap in oncology (64), the capacity for critical appraisal of evidence in relation to social justice, public health and determinants of health should be optimized early and continued throughout medical education programs. This core competence is key for adequate interpretation of the value of the myriad of ever increasing new potential treatments. This should help clinicians in protecting patients from low-value care and against both individual and societal financial toxicity, allowing (re)allocation of health care spending (65).

Fundamental understanding of the potential shortcomings of scientific output (4) by physicians is expected to guarantee critical evaluation of the relative value of and evidence for clinical interventions and the resulting quality of care, even when making use of improved evaluation frameworks provided by external scientific bodies (66, 67). Ultimately, medical professionals must have a better understanding and support for the policies of governing bodies such as the American Society of Clinical Oncology, on the importance of social determinants of health and health-related social needs for treatment outcome and trial design (68). The WHO recently stressed the importance of considering these issues in clinical trials in its latest guidance for best practices for clinical trials (69).

The non-alignment between the pharmaceutical industry, health regulation, and patient care has been extensively discussed, and potential solutions for this have been presented (70). However, after almost 20 years of various attempts to solve the issues, the situation remains the same or even seems to have worsened (64, 71). We believe that with a value-based care-driven approach, realignment can be achieved (4). Furthermore, the observations made for the field of oncology can be broadly applied to other fields in medicine. For example, a recent systematic review reported the lack of high-strength evidence for using surrogate markers as primary endpoints supporting FDA approvals for drugs in the treatment of non-oncologic chronic disease (72). The negative consequences of FCI in other medical fields is also widely recognized (28, 30, 73).

Therefore, investing in medical training programs that foster critical appraisal of trials and awareness of challenges of financial conflict of interest in medical decision making should be prioritized. Concomitantly steps should be taken to address the necessary faculty development and realignment of the hidden curriculum.

A medical education moonshot program: a concerted HIC-LMIC effort

As a result of a medical education moonshot program covering all areas of medicine, well-trained medical professionals would promote only true high-value treatment programs and be the necessary agents of change for raising the bar. As part of a concerted effort by HIC and LMIC to develop and ensure value-based care in all countries, the introduction and support of radically improved medical education curricula would be of genuine benefit and should ultimately result in sustainable healthcare improvement. The recent COVID-19 pandemic and the ever-increasing financial strain on healthcare budgets in all countries, further aggravated, for example, by the current surge in the use of anti-obesity drugs (74, 75) has shown us the necessity of such an approach. Therein, critically evaluated and successful, cost-effective programs designed in LMIC could prove of great value in HIC (76). Several successful examples can be given of LMIC developed programs introduced in HIC like making use of Brazil’s family health strategy-based community healthcare workers (CHW) to provide household level support and advice during the COVID-19 pandemic (77). Currently these CHW are poised to play an important role in primary care and uptake of preventive services in the (deprived communities of the) UK (78). Another example is the well-documented positive impact of the Colombia-developed Kangaroo care practice (involving skin-to-skin contact between mothers and preterm-infants) on infant health that is routinely used in maternity wards worldwide (79).

As historically shown by the export of the Flexner Medical Education Model from the USA to medical schools abroad around 1917, medical education can be a successful tool in attaining healthcare improvement (11). Medical education would nowadays certainly benefit from a Global Health Reciprocal (GBHRI)- like approach for achieving innovative medical education programs in both LMIC and HIC countries (80) for attaining worldwide social accountable and value-based care (81). Excellent examples of such programs exist, such as the recently described critical pedagogy-inspired Brazilian medical education-based Pedagogy of Connection framework fostering students’ critical consciousness and more effectively connecting the student to social justice and compassion (82).

Data availability statement

The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.

Author contributions

AD: Conceptualization, Writing – original draft, Writing – review & editing. MS: Supervision, Writing – original draft, Writing – review & editing. RG: Conceptualization, Writing – original draft, Writing – review & editing. IG: Supervision, Writing – original draft, Writing – review & editing. JB: Conceptualization, Writing – original draft, Writing – review & editing. JS: Conceptualization, Supervision, Writing – original draft, Writing – review & editing.

Funding

The author(s) declare that no financial support was received for the research and/or publication of this article.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Generative AI statement

The authors declare that no Gen AI was used in the creation of this manuscript.

Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Footnotes

References

1. Leighl, NB, Nirmalakumar, S, Ezeife, DA, and Gyawali, B. An arm and a leg: the rising cost of Cancer drugs and impact on access. Am Soc Clin Oncol Educ Book. (2021) 41:1–12. doi: 10.1200/EDBK_100028

Crossref Full Text | Google Scholar

2. Fundytus, A, Sengar, M, Lombe, D, Hopman, W, Jalink, M, Gyawali, B, et al. Access to cancer medicines deemed essential by oncologists in 82 countries: an international, cross-sectional survey. Lancet Oncol. (2021) 22:1367–77. doi: 10.1016/S1470-2045(21)00463-0

Crossref Full Text | Google Scholar

3. Gopal, S. Tackling cancer globally requires research commitments in LMICs. Nat Med. (2023) 29:2395. doi: 10.1038/s41591-023-02472-8

PubMed Abstract | Crossref Full Text | Google Scholar

4. Schnog, JB, Samson, MJ, Gans, ROB, and Duits, AJ. An urgent call to raise the bar in oncology. Br J Cancer. (2021) 125:1477–85. doi: 10.1038/s41416-021-01495-7

PubMed Abstract | Crossref Full Text | Google Scholar

5. Gyawali, B, and Booth, CM. Cancer treatments should benefit patients: a common-sense revolution in oncology. Nat Med. (2022) 28:617–20. doi: 10.1038/s41591-021-01662-6

PubMed Abstract | Crossref Full Text | Google Scholar

6. Knaul, FM, Garcia, PJ, Gospodarowicz, M, Essue, BM, Lee, N, and Horton, R. The lancet commission on cancer and health systems: harnessing synergies to achieve solutions. Lancet. (2021) 398:1114–6. doi: 10.1016/S0140-6736(21)01895-X

PubMed Abstract | Crossref Full Text | Google Scholar

7. Porter, ME. What is value in health care? N Engl J Med. (2010) 363:2477–81. doi: 10.1056/NEJMp1011024

PubMed Abstract | Crossref Full Text | Google Scholar

8. Hoffmann, TC, and Del Mar, C. Clinicians' expectations of the benefits and harms of treatments, screening, and tests: a systematic review. JAMA Intern Med. (2017) 177:1–419. doi: 10.1001/jamainternmed.2016.8254

Crossref Full Text | Google Scholar

9. Conti, RM, Frank, RG, and Cutler, DM. The myth of the free market for pharmaceuticals. N Engl J Med. (2024) 390:1448–50. doi: 10.1056/NEJMp2313400

PubMed Abstract | Crossref Full Text | Google Scholar

10. Thoma, B, Karwowska, A, Samson, L, Labine, N, Waters, H, Giuliani, M, et al. Emerging concepts in the CanMEDS physician competency framework. Can Med Educ J. (2023) 14:4–12. doi: 10.36834/cmej.75591

Crossref Full Text | Google Scholar

11. Frenk, J, Chen, L, Bhutta, ZA, Cohen, J, Crisp, N, Evans, T, et al. Health professionals for a new century: transforming education to strengthen health systems in an interdependent world. Lancet. (2010) 376:1923–58. doi: 10.1016/S0140-6736(10)61854-5

PubMed Abstract | Crossref Full Text | Google Scholar

12. Cayres Ribeiro, LM, and de Carvalho Filho, MA. Exploring untested feasibilities: critical pedagogy's approach to addressing abuse and oppression in medical education. Teach Learn Med. (2025) 37:273–82. doi: 10.1080/10401334.2025.2453809

PubMed Abstract | Crossref Full Text | Google Scholar

13. McGovern, MG, and Hughes-Cromwick, P. Health policy brief: the relative contribution of multiple determinants to health outcomes. Washington, DC: Health Affairs (2014) August 21.

Google Scholar

14. Freire, P, and Macedo, D. Pedagogy of the oppressed. New York, New York: Bloomsbury Academic (2014).

Google Scholar

15. Schnog, JB, Samson, MJ, Gersenbluth, I, and Duits, AJ. Pharmaceutical industry payments to medical oncologists in the Netherlands: trends and patterns provided by an open-access transparency data set. JCO Oncol Pract. (2024) 20:843–51. doi: 10.1200/OP.23.00533

PubMed Abstract | Crossref Full Text | Google Scholar

16. ACGME. ACGME common program requirements. 2001–2025. Chicago, IL: ACGME (2025).

Google Scholar

17. McOwen, KS, Whelan, AJ, and Farmakidis, AL. Medical education in the United States and Canada, 2020. Acad Med. (2020) 95:S2–4. doi: 10.1097/ACM.0000000000003497

PubMed Abstract | Crossref Full Text | Google Scholar

18. Borkan, JM, Hammoud, MM, Nelson, E, Oyler, J, Lawson, L, Starr, SR, et al. Health systems science education: the new post-Flexner professionalism for the 21st century. Med Teach. (2021) 43:S25–31. doi: 10.1080/0142159X.2021.1924366

PubMed Abstract | Crossref Full Text | Google Scholar

19. Gonzalo, JD, Haidet, P, Papp, KK, Wolpaw, DR, Moser, E, Wittenstein, RD, et al. Educating for the 21st-century health care system: an interdependent framework of basic, clinical, and systems sciences. Acad Med. (2017) 92:35–9. doi: 10.1097/ACM.0000000000000951

PubMed Abstract | Crossref Full Text | Google Scholar

20. Hallowell, R, Schreiber, J, Saluja, S, Liberman, D, and Elliott, D. Health justice and systems of care: a required longitudinal course for MD students. Perspect Med Educ. (2024) 13:349–56. doi: 10.5334/pme.1325

PubMed Abstract | Crossref Full Text | Google Scholar

21. Gonzalo, JD, Dekhtyar, M, Starr, SR, Borkan, J, Brunett, P, Fancher, T, et al. Health systems science curricula in undergraduate medical education: identifying and defining a potential curricular framework. Acad Med. (2017) 92:123–31. doi: 10.1097/ACM.0000000000001177

Crossref Full Text | Google Scholar

22. Jean-Louis, G, and Seixas, AA. The value of decentralized clinical trials: inclusion, accessibility, and innovation. Science. (2024) 385:eadq4994. doi: 10.1126/science.adq4994

PubMed Abstract | Crossref Full Text | Google Scholar

23. Berger, VW, and Alperson, SY. A general framework for the evaluation of clinical trial quality. Rev Recent Clin Trials. (2009) 4:79–88. doi: 10.2174/157488709788186021

PubMed Abstract | Crossref Full Text | Google Scholar

24. Al-Jundi, A, and Sakka, S. Critical appraisal of clinical research. J Clin Diagn Res. (2017) 11:JE01–5. doi: 10.7860/JCDR/2017/26047.9942

PubMed Abstract | Crossref Full Text | Google Scholar

25. Sasannia, S, Amini, M, Moosavi, M, Askarinejad, A, Moghadami, M, Ziaee, H, et al. Critical appraisal skills training to undergraduate medical students: a randomized control study. J Adv Med Educ Prof. (2022) 10:253–8. doi: 10.30476/JAMP.2022.94852.1610

PubMed Abstract | Crossref Full Text | Google Scholar

26. Mlika, M, Naceur, A, Dziri, C, Loueslati, MH, Mezni, F, Zhakama, L, et al. Critical appraisal of medical literature in undergraduate and postgraduate medical students. Front Educ. (2022) 7:1036627

Google Scholar

27. Olivier, T, Haslam, A, Ochoa, D, Fernandez, E, and Prasad, V. Bedside implications of the use of surrogate endpoints in solid and haematological cancers: implications for our reliance on PFS, DFS, ORR, MRD and more. BMJ Oncol. (2024) 3:e000364. doi: 10.1136/bmjonc-2024-000364

PubMed Abstract | Crossref Full Text | Google Scholar

28. Fontanarosa, P, and Bauchner, H. Conflict of interest and medical journals. JAMA. (2017) 317:1768–71. doi: 10.1001/jama.2017.4563

PubMed Abstract | Crossref Full Text | Google Scholar

29. da Cruz Albino, R, Brimble, MA, Zdenek, C, Vandenbroeck, K, Masud, S, Zhang, X, et al. Preventing bad behavior in academia. Science. (2024) 385:22–4. doi: 10.1126/science.adr0734

PubMed Abstract | Crossref Full Text | Google Scholar

30. Tabatabavakili, S, Khan, R, Scaffidi, MA, Gimpaya, N, Lightfoot, D, and Grover, SC. Financial conflicts of interest in clinical practice guidelines: a systematic review. Mayo Clin Proc Innov Qual Outcomes. (2021) 5:466–75. doi: 10.1016/j.mayocpiqo.2020.09.016

PubMed Abstract | Crossref Full Text | Google Scholar

31. Pokorny, AMJ, Fabbri, A, Bero, LA, Moynihan, R, and Mintzes, BJ. Interactions with the pharmaceutical industry and the practice, knowledge and beliefs of medical oncologists and clinical haematologists: a systematic review. Br J Cancer. (2022) 126:144–61. doi: 10.1038/s41416-021-01552-1

PubMed Abstract | Crossref Full Text | Google Scholar

32. Bien, J, and Prasad, V. Future jobs of FDA'S haematology-oncology reviewers. BMJ. (2016) 354:i5055. doi: 10.1136/bmj.i5055

Crossref Full Text | Google Scholar

33. Sharma, N, Wayant, C, Neupane, K, Lenka, J, Berger, K, Goodman, AM, et al. Quality of content reporting on two major oncology media websites: OncLive and targeted oncology. J Cancer Policy. (2023) 36:100411. doi: 10.1016/j.jcpo.2023.100411

PubMed Abstract | Crossref Full Text | Google Scholar

34. Betts, C, Kakkilaya, A, Vasireddy, S, Arora, N, Prasad, V, and Powell, K. Financial conflicts of interest of physicians followed by oncology journals on twitter. J Cancer Res Clin Oncol. (2023) 149:14137–44. doi: 10.1007/s00432-023-05230-y

PubMed Abstract | Crossref Full Text | Google Scholar

35. Abola, MV, and Prasad, V. Industry funding of Cancer patient advocacy organizations. Mayo Clin Proc. (2016) 91:1668–70. doi: 10.1016/j.mayocp.2016.08.015

PubMed Abstract | Crossref Full Text | Google Scholar

36. Somers, AMJ, Duits, AJ, Samson, MJ, and Schnog, JB. Pharmaceutical company funding of cancer patient advocacy organizations in the Netherlands. J Cancer Policy. (2024) 41:100493. doi: 10.1016/j.jcpo.2024.100493

PubMed Abstract | Crossref Full Text | Google Scholar

37. Wright, K, Meyers, DE, Chisamore, TM, McInnes, MDF, Sismondo, S, Gyawali, B, et al. Industry relationships with medical oncologists: who are the high-payment physicians? JCO Oncol Pract. (2022) 18:e1164–9. doi: 10.1200/OP.21.00756

PubMed Abstract | Crossref Full Text | Google Scholar

38. Mitchell, AP, Mishra, A, Dey, P, Curry, MA, Trivedi, NU, Haddadin, M, et al. Personal payments from pharmaceutical companies to authors of oncology clinical practice guidelines. Oncologist. (2021) 26:771–8. doi: 10.1002/onco.13823

PubMed Abstract | Crossref Full Text | Google Scholar

39. Mitchell, AP, Trivedi, NU, Gennarelli, RL, Chimonas, S, Tabatabai, SM, Goldberg, J, et al. Are financial payments from the pharmaceutical industry associated with physician prescribing? : A systematic review. Ann Intern Med. (2021) 174:353–61. doi: 10.7326/M20-5665

Crossref Full Text | Google Scholar

40. Mitchell, AP, Dusetzina, SB, Mishra Meza, A, Trivedi, NU, Bach, PB, and Winn, AN. Pharmaceutical industry payments and delivery of non-recommended and low value cancer drugs: population based cohort study. BMJ. (2023) 383:e075512. doi: 10.1136/bmj-2023-075512

PubMed Abstract | Crossref Full Text | Google Scholar

41. Boelen, C, Pearson, D, Kaufman, A, Rourke, J, Woollard, R, Marsh, DC, et al. Producing a socially accountable medical school: AMEE guide no. 109. Med Teach. (2016) 38:1078–91. doi: 10.1080/0142159X.2016.1219029

PubMed Abstract | Crossref Full Text | Google Scholar

42. Sanford, NN, and Gyawali, B. Financial conflicts of interest: payment at the expense of patients? JCO Oncol Pract. (2024) 20:743–5. doi: 10.1200/OP.24.00032

PubMed Abstract | Crossref Full Text | Google Scholar

43. Fabbri, A. (2020). Conflict of interest in medicine: how medical students can become catalysts for change, the BMJ. Available online at: https://blogs.bmj.com/bmj/2020/09/11/conflict–of–interest–in–medicine–how–medical–students–can–become–catalysts–for–change/ (accessed January 20, 2025).

Google Scholar

44. Etain, B, Guittet, L, Weiss, N, Gajdos, V, and Katsahian, S. Attitudes of medical students towards conflict of interest: a national survey in France. PLoS One. (2014) 9:e92858. doi: 10.1371/journal.pone.0092858

PubMed Abstract | Crossref Full Text | Google Scholar

45. Ji, H, and Choe, BI. Attitudes of medical students on conflict of interest: a comparative study of Korea and France. PLoS One. (2023) 18:e0293808. doi: 10.1371/journal.pone.0293808

PubMed Abstract | Crossref Full Text | Google Scholar

46. Gulpinar, MA, and Tanriover, O. Integration of behavioral, social, and humanities sciences into healthcare and education and their alignment with medical education programs. Med Teach. (2024) 22:1–11. doi: 10.1080/0142159X.2024.2377384

Crossref Full Text | Google Scholar

47. Wagner, C, Carmeli, C, Jackisch, J, Kivimaki, M, van der Linden, BWA, Cullati, S, et al. Life course epidemiology and public health. Lancet Public Health. (2024) 9:e261–9. doi: 10.1016/S2468-2667(24)00018-5

PubMed Abstract | Crossref Full Text | Google Scholar

48. Marcotte KMaG, LD. Competency-based education as curriculum and assessment for integrative learning. Educ Sci. (2022) 12:267

Google Scholar

49. Abdalla, ME, Taha, MH, Onchonga, D, Preston, R, Barber, C, Green-Thompson, L, et al. Instilling social accountability into the health professions education curriculum with international case studies: AMEE guide no. 175. Med Teach. (2024) 47:1083–96. doi: 10.1080/0142159X.2024.2412098

PubMed Abstract | Crossref Full Text | Google Scholar

50. Coria, A, McKelvey, TG, Charlton, P, Woodworth, M, and Lahey, T. The design of a medical school social justice curriculum. Acad Med. (2013) 88:1442–9. doi: 10.1097/ACM.0b013e3182a325be

PubMed Abstract | Crossref Full Text | Google Scholar

51. WHO. Integrating the social determinants of health into health workforce education and training. Geneva: World Health Organization (2023).

Google Scholar

52. Bagenal, J. Health-care students: committed to improving health but frustrated. Lancet. (2024) 403:1429–31. doi: 10.1016/S0140-6736(23)02757-5

Crossref Full Text | Google Scholar

53. Elsevier. Clinician of the future 2023: education edition. Elevating global voices in healthcare. Amsterdam: Elsevier (2023).

Google Scholar

54. Frenk, J, Chen, LC, Chandran, L, Groff, EOH, King, R, Meleis, A, et al. Challenges and opportunities for educating health professionals after the COVID-19 pandemic. Lancet. (2022) 400:1539–56. doi: 10.1016/S0140-6736(22)02092-X

PubMed Abstract | Crossref Full Text | Google Scholar

55. van Schalkwyk, S, and Blitz, J. Curriculum renewal towards critically conscious graduates: implications for faculty development. Med Educ. (2024) 58:299–307. doi: 10.1111/medu.15216

PubMed Abstract | Crossref Full Text | Google Scholar

56. de Carvalho-Filho, MA, Tio, RA, and Steinert, Y. Twelve tips for implementing a community of practice for faculty development. Med Teach. (2020) 42:143–9. doi: 10.1080/0142159X.2018.1552782

PubMed Abstract | Crossref Full Text | Google Scholar

57. Mackin, R, Baptiste, S, Niec, A, and Kam, AJ. The hidden curriculum: a good thing? Cureus. (2019) 11:e6305. doi: 10.7759/cureus.6305

PubMed Abstract | Crossref Full Text | Google Scholar

58. Brouwer, HJ, Barry, M, Kluijtmans, M, Damoiseaux, R, and de Groot, E. Fostering the clinician as teacher: a realist review. Med Educ. (2024) 12:15476. doi: 10.1111/medu.15476

Crossref Full Text | Google Scholar

59. Lazorick, S, Teherani, A, Lawson, L, Dekhtyar, M, Higginson, J, Garris, J, et al. Preparing faculty to incorporate health systems science into the clinical learning environment: factors associated with sustained outcomes. Am J Med Qual. (2022) 37:246–54. doi: 10.1097/JMQ.0000000000000028

PubMed Abstract | Crossref Full Text | Google Scholar

60. Duits, AJ, Kuks, JB, and Busari, JO. Global health education in the Dutch Caribbean: 50 years of a unique Groningen-Curaçao clinical clerkship program. J Glob Health Rep. (2020) 4:e2020048. doi: 10.29392/001c.13064

Crossref Full Text | Google Scholar

61. Schaub-de Jong, MA, Cohen-Schotanus, J, Dekker, H, and Verkerk, M. The role of peer meetings for professional development in health science education: a qualitative analysis of reflective essays. Adv Health Sci Educ Theory Pract. (2009) 14:503–13. doi: 10.1007/s10459-008-9133-3

PubMed Abstract | Crossref Full Text | Google Scholar

62. Dekker, H, Driessen, E, Ter Braak, E, Scheele, F, Slaets, J, Van Der Molen, T, et al. Mentoring portfolio use in undergraduate and postgraduate medical education. Med Teach. (2009) 31:903–9. doi: 10.3109/01421590903173697

PubMed Abstract | Crossref Full Text | Google Scholar

63. Pramesh, CS, Badwe, RA, Bhoo-Pathy, N, Booth, CM, Chinnaswamy, G, Dare, AJ, et al. Priorities for cancer research in low- and middle-income countries: a global perspective. Nat Med. (2022) 28:649–57. doi: 10.1038/s41591-022-01738-x

PubMed Abstract | Crossref Full Text | Google Scholar

64. Devi, S. Rising costs of cancer medicines. Lancet Oncol. (2024) 25:1262. doi: 10.1016/S1470-2045(24)00516-3

PubMed Abstract | Crossref Full Text | Google Scholar

65. Schnog, JB, Duits, AJ, and Samson, MJ. Design issues with lutetium-177 PSMA-617 registration studies that bias the outcome of the experimental arm reflect an increasing misalignment of contemporary oncology trials with true patient benefit. BJC Rep. (2024) 2:45. doi: 10.1038/s44276-024-00065-7

PubMed Abstract | Crossref Full Text | Google Scholar

66. Cherny, NI, Sullivan, R, Dafni, U, Kerst, JM, Sobrero, A, Zielinski, C, et al. A standardised, generic, validated approach to stratify the magnitude of clinical benefit that can be anticipated from anti-cancer therapies: the European society for medical oncology magnitude of clinical benefit scale (ESMO-MCBS). Ann Oncol. (2015) 26:1547–73. doi: 10.1093/annonc/mdv249

Crossref Full Text | Google Scholar

67. Schnipper, LE, Davidson, NE, Wollins, DS, Tyne, C, Blayney, DW, Blum, D, et al. American society of clinical oncology statement: a conceptual framework to assess the value of cancer treatment options. J Clin Oncol. (2015) 33:2563–77. doi: 10.1200/JCO.2015.61.6706

Crossref Full Text | Google Scholar

68. Tucker-Seeley, R, Abu-Khalaf, M, Bona, K, Shastri, S, Johnson, W, Phillips, J, et al. Social determinants of health and cancer care: an ASCO policy statement. JCO Oncol Pract. (2024) 20:621–30. doi: 10.1200/OP.23.00810

PubMed Abstract | Crossref Full Text | Google Scholar

69. WHO. Guidance for best practices for clinical trials. Geneva: WHO (2024).

Google Scholar

70. Jazowski, SA, Nayak, RK, and Dusetzina, SB. The high costs of anticancer therapies in the USA: challenges, opportunities and progress. Nat Rev Clin Oncol. (2024) 21:888–99. doi: 10.1038/s41571-024-00948-1

PubMed Abstract | Crossref Full Text | Google Scholar

71. McCartney, M, Sullivan, F, and Abbasi, K. Captured by design: the drug industry and UK healthcare. BMJ. (2024) 384:q408. doi: 10.1136/bmj.q408

PubMed Abstract | Crossref Full Text | Google Scholar

72. Wallach, JD, Yoon, S, Doernberg, H, Glick, LR, Ciani, O, Taylor, RS, et al. Associations between surrogate markers and clinical outcomes for nononcologic chronic disease treatments. JAMA. (2024) 331:1646–54. doi: 10.1001/jama.2024.4175

PubMed Abstract | Crossref Full Text | Google Scholar

73. Sun, QW, and Ross, JS. Industry payments to physicians by competing manufacturers within novel therapeutic classes. JAMA. (2024) 332:2111–3. doi: 10.1001/jama.2024.20842

PubMed Abstract | Crossref Full Text | Google Scholar

74. Dellgren, JL, Persad, G, and Emanuel, EJ. International coverage of GLP-1 receptor agonists: a review and ethical analysis of discordant approaches. Lancet. (2024) 404:902–6. doi: 10.1016/S0140-6736(24)01356-4

Crossref Full Text | Google Scholar

75. Anderer, S. Expanded Medicare coverage of antiobesity drugs may cost billions each year. JAMA. (2024) 13:18195. doi: 10.1001/jama.2024.18195

Crossref Full Text | Google Scholar

76. Gyawali, B, Sullivan, R, and Booth, CM. Cancer groundshot: going global before going to the moon. Lancet Oncol. (2018) 19:288–90. doi: 10.1016/S1470-2045(18)30076-7

PubMed Abstract | Crossref Full Text | Google Scholar

77. Harris, M, Bhatti, Y, Buckley, J, and Sharma, D. Fast and frugal innovations in response to the COVID-19 pandemic. Nat Med. (2020) 26:814–7. doi: 10.1038/s41591-020-0889-1

PubMed Abstract | Crossref Full Text | Google Scholar

78. Harris, M. Prejudicial attitudes towards Brazil's health reforms delayed the introduction of community health workers to the UK. BMJ. (2024) 386:q1926. doi: 10.1136/bmj.q1926

Crossref Full Text | Google Scholar

79. Skopec, M, Issa, H, and Harris, M. Delivering cost effective healthcare through reverse innovation. BMJ. (2019) 367:l6205. doi: 10.1136/bmj.l6205

PubMed Abstract | Crossref Full Text | Google Scholar

80. Rid, A, Aguilera, B, Banda, C, Divi, R, Harris, M, Kim, A, et al. Global health reciprocal innovation: ethical, legal and regulatory considerations. BMJ Glob Health. (2024) 8:4693. doi: 10.1136/bmjgh-2023-014693

PubMed Abstract | Crossref Full Text | Google Scholar

81. Harden, RM. The future of health professions education. Med Teach. (2024) 46:436–7. doi: 10.1080/0142159X.2024.2320521

PubMed Abstract | Crossref Full Text | Google Scholar

82. de Carvalho Filho, MA, and Hafferty, FW. Adopting a pedagogy of connection for medical education. Med Educ. (2024) 59:37–45. doi: 10.1111/medu.15486

PubMed Abstract | Crossref Full Text | Google Scholar

Keywords: critical appraisal of medical trials, financial conflict of interest, value based health care (VBHC), hidden curriculum, agents of change, transformative medical education, medical education moonshot program

Citation: Duits AJ, Samson MJ, Gans ROB, Gerstenbluth I, Busari JO and Schnog J-JB (2025) Increasing the focus on critical appraisal of trials and financial conflict of interest in medical training programs: a perspective from oncology. Front. Med. 12:1582732. doi: 10.3389/fmed.2025.1582732

Received: 24 February 2025; Accepted: 25 September 2025;
Published: 08 October 2025.

Edited by:

Youakim Saliba, Saint Joseph University, Lebanon

Reviewed by:

Mustafa Kursat Sahin, Ondokuz Mayıs University, Türkiye
Aline Yacoubian, American University of Beirut Medical Center, Lebanon

Copyright © 2025 Duits, Samson, Gans, Gerstenbluth, Busari and Schnog. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Ashley J. Duits, YWpkdWl0c0BnbWFpbC5jb20=

ORCID: Ashley J. Duits, orcid.org/0000-0001-9105-8248
Michael J. Samson, orcid.org/0000-0002-1537-4940
Rijk O. B. Gans, orcid.org/0000-0001-5481-2387
Izzy Gerstenbluth, orcid.org/0000-0002-8218-4709
Jamiu O. Busari, orcid.org/0000-0002-8616-5564
John-John B. Schnog, orcid.org/0000-0001-9105-8248

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.