
Talk Evidence
The podcast for evidence based medicine - where research, guidance and practice are debated and demystified
Latest episodes

Apr 17, 2025 • 32min
The evidence on physician associates, and the evidence against back pain injections
Helen MacDonald and Juan Franco are back, magnifying glasses in hand, to take a closer look at what’s happening in evidence based medicine.
In this episode: the NHS increasingly relies on physician associates to plug some of its leaks. But, what do academic studies show about the effectiveness of these newest healthcare team members? Trish Greenhalgh is professor of primary healthcare at the University of Oxford, and she tells us about her meta-study reviewing the evidence.
Meanwhile, chronic back pain can be debilitating. When it’s at its worst, patients are eager for treatments. But, what is the true effectiveness of spinal injections to alleviate pain? Jane Ballantyne is a retired professor of pain medicine. She discusses where interventions go wrong, and how new recommendations for pain management reflect the best evidence.
Finally, Helen and Juan face uncertainty. A new research methods and reporting paper published in the BMJ takes a critical look at clinical prediction models. What does the evidence tell clinicians about how to behave when outcomes can’t be exact?
Reading list:
Physician associates and anaesthetic associates in UK: rapid systematic review of recent UK based research.
Spinal interventions for chronic back pain
Uncertainty of risk estimates from clinical prediction models: rationale, challenges, and approaches

Mar 5, 2025 • 31min
Anti-HIV injections vs. oral medication, and best uses for AI in healthcare
Helen Macdonald and Juan Franco are back, delving into some new evidence.
Studies showing that bi-annual injection that could prevent HIV transmission sound incredible, but will the implementation research find that the tried and tested pill regime is better? Jen Manne-Goehler, Assistant Professor of Medicine at Brigham and Women's Hospital, explains all about Lenicaprovir .
And while silicon valley tells us the future is AI, how can we trust the tools they produce? FUTURE-AI is an acronym and a potential answer, Karim Lekadir, director of the University of Barcelona’s Artificial intelligence in medicine lab, join us to explain what FUTURE-AI means, and why its principles are important in both the design and evaluation of machine learning.
Reading list:
HIV: Breakthrough study raises hopes of effective prevention if drug’s costs can be lowered.
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare.

Feb 4, 2025 • 38min
UTI dipstick tests, and the effects of staff turnover on patients
Giuseppe Moscelli, an author focused on healthcare research, joins to unpack pivotal insights on staff turnover in NHS hospitals. He reveals the alarming correlation between high turnover rates among nurses and increased patient mortality. The discussion also dives into the utility of UTI dipstick tests for acutely ill patients, questioning their accuracy and potential for overdiagnosis. Giuseppe emphasizes the necessity of better retention strategies to improve patient care and outcomes in healthcare systems.

Jan 1, 2025 • 26min
Talking Christmas evidence 2024
In this special festive episode, Helen MacDonald, Juan Franco, and guest Tim Feeney discuss three intriguing themes from BMJ's 2024 Christmas edition: cognitive dysfunction in careers that require spatial cognition, and in large language models; the effectiveness of heated mittens on osteoarthritis hand symptoms; and a trial exploring just-in-time training for doctors.
00:40 Cognitive dysfunction and hippocampus stimulating jobs
07:00 Cognitive testing of large language models
10:30 Warming mittens for osteoarthritis
17:11 Coaching clinicians for high-stakes procedures
Reading list
Alzheimer’s disease mortality among taxi and ambulance drivers
Age against the machine—susceptibility of large language models to cognitive impairment
Effect of heated mittens on physical hand function in people with hand osteoarthritis
Coaching inexperienced clinicians before a high stakes medical procedure

Aug 8, 2024 • 29min
Starting to measure sustainability, and changes in breast cancer screening
Measuring the carbon impact of healthcare interventions is essential if we're going to make the sector sustainable, however tracing all of the emmission from even a simple treatment can be tricky. Romi Haas, a research fellow at Monash Department of Clinical Epidemiology joins us to explain how it works, and how research could be more efficient.
New U.S. guideline on breast cancer screening have been extended to women in their 40s - Katy Bell, from the University of Sydney, and Stacy Carter, from the University of Wollongong explain why the good intention of that change wont be mirrored in outcomes - and may even induce harm.
Reading list:
Clinician and health service interventions to reduce the greenhouse gas emissions generated by healthcare: a systematic review
Breast cancer screening from age 40 in the US

Jun 18, 2024 • 28min
The evidence on deprescribing
It's a therapeutics evidence feast this month.
We start with deprescribing in older adults - Anna Hung, assistant professor at the Duke University School of Medicine has written a summary of the evidence, and we discuss why there are so few trials on an important topic.
Metformin is typically first line for type II diabetes, but what should be next? A new cohort study emulating a comparative effectiveness trial has been published, and the team discuss using observational data for this very common problem.
Finally, a new trial on nirmaltrevir for covid 19 in those at higher risk of severe disease or those who are unvaccinated.
Links
BMJ - Deprescribing in older adults with polypharmacy
BMJ - Comparative effectiveness of second line oral antidiabetic treatments among people with type 2 diabetes mellitus: emulation of a target trial using routinely collected health data
NEJM - Nirmatrelvir for Vaccinated or Unvaccinated Adult Outpatients with Covid-19

Apr 19, 2024 • 40min
Will semaglutide buck the trend of other weight loss drugs?
Helen Macdonald, BMJ's publication ethics and content integrity editor, and Juan Franco, editor of BMJ EBM are back with another episode of Talk Evidence.
This month, we'll be focussing on semaglutide, for managing obesity. Interviews with James Cave, editor-in-chief of Drug and Therapeutic Bulletin, and Lene Bull Christiansen, who has personal and professional experience with obesity, are featured. They discuss the history of drug therapies for obesity, and wonder if the wonderdrug semaglutide will turn out to be as disappointing. They discuss the evidence base for use of semaglutide, its effectiveness in weight management, and the broader societal issues surrounding obesity treatment.
Next, the hosts delve into undisclosed financial conflicts of interest in the DSM-5, focusing on a study led by Lisa Cosgrove and colleagues. The study reveals significant ties between DSM-5 authors and pharmaceutical companies, raising concerns about industry influence on psychiatric diagnosis and treatment recommendations.
The episode concludes with a discussion on survival rates after in-hospital cardiac arrest, based on a study using data from the Get With The Guidelines Resuscitation database. The hosts analyze the implications of the study findings for clinical practice and advanced care planning.
Interview with James Cave: 00:03:15
Interview with Lene Bull Christiansen: 00:11:07
Interview with Lisa Cosgrove: 00:25:07
Survival after in-hospital cardiac arrest: 00:31:25
Reading list
NEJM - Semaglutide and Cardiovascular Outcomes in Obesity without Diabetes
DTB - Semaglutide: a new drug for the treatment of obesity
BMJ - Undisclosed financial conflicts of interest in DSM-5-TR: cross sectional analysis
BMJ - Duration of cardiopulmonary resuscitation and outcomes for adults with in-hospital cardiac arrest: retrospective cohort study

Dec 11, 2023 • 41min
Insulin without refrigeration and the complexities of consent
The December edition of the Talk Evidence podcast discusses the complexities of seeking consent from patients who are part of large data sets, and some new research to help patients living with diabetes in places without certain power supplies.
First patient consent and data - in the UK, two stories that have made the public worry about the use of their health data. Firstly the news that UK biobank, who hold a lot of genomic and health data, allowed research by an insurance company, and second that the NHS has entered a contract with Palentir to do analysis on NHS data.
Natalie Banner, director of ethics at Genomics England has been thinking hard about putting patients at the centre of decision making about their data, and explains why she thinks a sole reliance on a consent model falls short.
Next, uncertain power supplies, such as in conflict or disaster zones, means uncertain refrigeration. Hard enough for most people to survive, but if you need to keep your insulin cold, it can be lifethreatening. However a new cochrane review has found good news about the thermostability of insulin at room temperature.
We ask Phillipa Boulle, MSF Intersectional NCD Working Group Leader and Cyrine Farhat,is a global diabetes advocate based in Lebanon, how this will affect care for patients around the world.
Reading list
Thermal stability and storage of human insulin
Outline
00:06 introduction and overview
00:24 the challenge of seeking consent in big data sets
01:34 understanding consent issues in large datasets
01:52 the role of participant panels in data accountability
02:44 the complexity of public attitudes towards data use
04:54 the importance of transparency and engagement in data use
05:48 the impact of external factors on public trust in data use
07:49 the ethical challenges of using health data
09:17 the limitations of consent in ethical discussions
09:23 the need for more conversation about group benefits, risks, and harms
10:41 the role of governance in ethical decision making
12:05 discussion on the interview with natalie banner
14:59 the challenge of managing chronic conditions in disaster zones
15:15 the impact of temperature and storage conditions on insulin
17:32 interview with Philippa Boulle from medecins sans frontieres
29:10 interview with Cyrine Farhat, a person living with diabetes in lebanon
36:18 discussion on the interviews and the challenges of diabetes management

Nov 9, 2023 • 33min
Low carb and cancer screening
Each episode of Talk Evidence we take a dive into an issue or paper which is in the news, with a little help from some knowledgeable guests to help us to understand what it all means for clinical care, policy, or research.
In this episode:
Helen Macdonald take a deep dive into cancer screening tests, prompted by a paper in JAMA which showed most have no effect on all cause mortality, and news that the NHS is evaluating a single test which screens for 50 common cancers - we ask Barry Kramer, former director of the Division of Cancer Prevention, at the U.S. National Cancer Institute to help explain how to hold those two pieces of knowledge.
Juan Franco has been looking into diet and obesity, prompted by new research in The BMJ and a new Cochrane review, looking at the role of low glycemic index foods in weightloss - we ask Khadidja Chekima, nutritional researcher at Taylor’s University in Malaysia, to define low GI foods, and why it’s so hard to research their role in diet and weightloss
Reading list;
JAMA research - Estimated Lifetime Gained With Cancer Screening Tests; A Meta-Analysis of Randomized Clinical Trials
The BMJ news - Clinicians raise concerns over pilot of blood test for multiple cancers
The BMJ research - Association between changes in carbohydrate intake and long term weight changes: prospective cohort study
Cochrane review - Low glycaemic index or low glycaemic load diets for people with overweight or obesity

Sep 16, 2023 • 29sec
Talking overdiagnosis
In this month's Talk Evidence, Helen and Juan are reporting from Preventing Overdiagnosis - the conference that raises issues of diagnostic accuracy, and asks if starting the process of medicalisation is always the right thing to do for patients.
In this episode, they talk about home testing, sustainability and screening. They're also joined by two guests to talk about the overdiagnosis of obesity - when that label is stigmatising and there seem to be few successful treatments that medicine can offer, and the need to educate students in the concepts of overdiagnosis and too much medicine, to create a culture change in medicine.
Links;
The Preventing Overdiagnosis conference
The BMJ EBM papers on choosing wisely.