Protocol for a sco** review of traditional medicine research methods, methodologies, frameworks and strategies

N Ijaz, J Hunter, S Grant, K Templeman - Frontiers in Medicine, 2024 - pmc.ncbi.nlm.nih.gov
Background The World Health Organization (WHO) has called for the evidence-informed
integration of traditional medicine (TM) into health systems. Research rigor requires a good …

[BOOK][B] Techno-scientific practices: An informational approach

F Russo - 2022 - books.google.com
In scholarly debates, as well as in everyday parlance, we tend to pull science and
technology apart: science gives us theory, and technology applies it. In practice, however …

Predicting and explaining with machine learning models: Social science as a touchstone

O Buchholz, T Grote - Studies in History and Philosophy of Science, 2023 - Elsevier
Abstract Machine learning (ML) models recently led to major breakthroughs in predictive
tasks in the natural sciences. Yet their benefits for the social sciences are less evident, as …

Protocol for a sco** review of traditional medicine research methods, methodologies, frameworks and strategies

N Ijaz, J Hunter, S Grant, K Templeman - Frontiers in Medicine, 2024 - frontiersin.org
Background The World Health Organization (WHO) has called for the evidence-informed
integration of traditional medicine (TM) into health systems. Research rigor requires a good …

[HTML][HTML] Evidence of mechanisms in evidence-based policy

S Pérez-González - Studies in History and Philosophy of Science, 2024 - Elsevier
Evidence-based policy has achieved great relevance in policy-making and social research.
Nonetheless, over the past few years, several problematic aspects of this approach have …

[BOOK][B] Evidential pluralism in the social sciences

Y Shan, J Williamson - 2023 - library.oapen.org
This volume contends that Evidential Pluralism—an account of the epistemology of
causation, which maintains that in order to establish a causal claim one needs to establish …

Limits to evidential pluralism: multi-method large-N qualitative analysis and the primacy of mechanistic studies

RW Runhardt - Synthese, 2022 - Springer
Abstract Evidential pluralists, like Federica Russo and Jon Williamson, argue that causal
claims should be corroborated by establishing both the existence of a suitable correlation …

Taking the Russo-Williamson thesis seriously in the social sciences

V Ghiara - Synthese, 2022 - Springer
Abstract The Russo Williamson thesis (RWT) states that a causal claim can be established
only if it can be established that there is a difference-making relationship between the cause …

Fairness as adequacy: a sociotechnical view on model evaluation in machine learning

T Grote - AI and Ethics, 2024 - Springer
This paper develops an account of model evaluation—with an emphasis on fairness
concerns—that takes the social situatedness of ML models as its starting point. Such a view …

Evidential Variety and Mixed-Methods Research in Social Science

J Kuorikoski, C Marchionni - Philosophy of Science, 2023 - cambridge.org
Mixed-methods research (MMR)—the combination of qualitative and quantitative data within
the same design to strengthen causal inference—is gaining prominence in the social …