Clarifying values: an updated and expanded systematic review and meta-analysis

HO Witteman, R Ndjaboue, G Vaisson… - Medical Decision …, 2021 - journals.sagepub.com
Background Patient decision aids should help people make evidence-informed decisions
aligned with their values. There is limited guidance about how to achieve such alignment …

Decision aids to assist patients and professionals in choosing the right treatment for kidney failure

HL Bekker, AE Winterbottom, T Gavaruzzi… - Clinical Kidney …, 2023 - academic.oup.com
Background Kidney services vary in the way they involve people with kidney failure (PwKF)
in treatment decisions as management needs change. We discuss how decision-science …

The International patient decision aid standards (IPDAS) collaboration: evidence update 2.0

D Stacey, RJ Volk… - Medical Decision …, 2021 - journals.sagepub.com
Established in 2003, the International Patient Decision Aid Standards (IPDAS) Collaboration
aims to enhance the quality and effectiveness of patient decision aids (PtDAs) by …

Supporting health and medical decision making: findings and insights from fuzzy-trace theory

VF Reyna, S Edelson, B Hayes… - Medical Decision …, 2022 - journals.sagepub.com
Theory—understanding mental processes that drive decisions—is important to help patients
and providers make decisions that reflect medical advances and personal values. Building …

Leveraging math cognition to combat health innumeracy

CA Thompson, MK Mielicki, F Rivera… - Perspectives on …, 2023 - journals.sagepub.com
Rational numbers (ie, fractions, percentages, decimals, and whole-number frequencies) are
notoriously difficult mathematical constructs. Yet correctly interpreting rational numbers is …

Numeracy and the motivational mind: the power of numeric self-efficacy

E Peters, B Shoots-Reinhard - Medical Decision Making, 2022 - journals.sagepub.com
Background Objective numeracy appears to support better medical decisions and health
outcomes. The more numerate generally understand and use numbers more and make …

Vitruvian plot: a visualisation tool for multiple outcomes in network meta-analysis

EG Ostinelli, O Efthimiou, H Naci… - BMJ Ment …, 2022 - mentalhealth.bmj.com
Objective A network meta-analysis (NMA) usually assesses multiple outcomes across
several treatment comparisons. The Vitruvian plot aims to facilitate communication of …

Visualizing machine learning-based predictions of postpartum depression risk for lay audiences

PM Desai, S Harkins, S Rahman… - Journal of the …, 2024 - academic.oup.com
Objectives To determine if different formats for conveying machine learning (ML)-derived
postpartum depression risks impact patient classification of recommended actions (primary …

Worked examples and number lines improve US adults' understanding of health risks as ratios.

CJ Fitzsimmons, PG Sidney, MK Mielicki… - Journal of Applied …, 2023 - psycnet.apa.org
Comparing health risks is challenging. We tested whether a worked-example intervention
with number line (NL) visual displays improved adults' risk comparison accuracy, whether …

Shared decision-making in patients with multiple sclerosis

DT Ubbink, OC Damman, BA de Jong - Frontiers in Neurology, 2022 - frontiersin.org
Multiple sclerosis (MS) is a chronic and progressive neurological disorder impacting
physical, cognitive, and psychosocial health. The disease course, severity, and presence of …