MétaCan
Menu
Back to cohort
Record W4416427003 · doi:10.1016/j.jflm.2025.103040

Medical liability related legislation and insurance policies around the world: A narrative literature review

2025· article· en· W4416427003 on OpenAlexaboutno aff
Ioannis Ketsekioulafis, Konstantinos Katsos, Dimitrios Kouzos, Chara Spiliopoulou, Emmanouil I. Sakelliadis

Bibliographic record

VenueJournal of Forensic and Legal Medicine · 2025
Typearticle
Languageen
FieldHealth Professions
TopicMedical Malpractice and Liability Issues
Canadian institutionsnot available
Fundersnot available
KeywordsLiability insuranceLegislationLiabilityNarrativeInsurance policyInsurance lawCasualty insuranceNarrative review

Abstract

fetched live from OpenAlex

INTRODUCTION: Medical law defines the rules of healthcare by specifying the rights of healthcare consumers while at the same time defining the obligations of healthcare providers. When clinicians fail to provide the standard of care, medical malpractice claims arise, leading to medical liability. While many malpractice claims allege deviation from the lex artis, a substantial proportion do not ultimately establish negligence and are dismissed or settled without a finding of fault. Due to the significant impact of medical negligence on the quality of medical care, as well as on the domestic and global economy, different countries adopt different systems for managing these disputes. Finally, the mandatory or non-mandatory medical malpractice insurance makes doctors carry out their medical work without the fear of medical liability. In fact, in most countries today, doctors are given the opportunity to choose between claims-made and occurrence-based policies of medical malpractice insurance. MATERIALS AND METHODS: The study is a narrative review of scientific and legal works from different countries. For the comparison of medical liability systems and insurance policies a comprehensive review of databases and legal texts was conducted. RESULTS: This study compares medical liability and malpractice insurance systems across countries, examining variations in the handling of malpractice claims and their implications. The system is adversarial in many countries, especially in the United States, to allow for a substantial compensation, while other countries, such as the United Kingdom and Germany, focus on mediation and structured compensation processes. Notably, France, Japan and other countries follow a no-fault system, of reasoning that the system is more efficient in the sense that it reduces the patient's burden of proving negligence and thus expedites the compensation. These findings reveal how each country negotiates the balance between patient rights and healthcare provider protections, and, in turn, how these negotiations affect malpractice insurance costs and legal reforms. DISCUSSION: The analysis contrasts fault-based systems which offer large compensation awards with no-fault systems which focus on quick compensation but may lack accountability. Countries with high litigation rates like the US and Brazil have higher insurance costs, while countries like Canada and Australia have stabilized their systems through reforms. Medical liability insurance options, claims-made versus occurrence-based, raise different economic and legal concerns. Occurrence-based policies are more expensive for younger professionals, but they provide longer-term coverage than claims-made policies. CONCLUSION: Global medical liability frameworks vary considerably, reflecting cultural, economic and legal contexts. However, the comparison reveals that no system is perfect and that there is something to learn from each.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.014
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.639
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.023
GPT teacher head0.422
Teacher spread0.398 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Forensic and Legal MedicineSame topicMedical Malpractice and Liability IssuesFrench-language works237,207