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Volume 2 · Issue 4 · 2026

Intelligence with Judgment

Financial decisions, accountable technology and the limits of confidence.

28 research & analysis articles28 practical companionsOpen access
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A note to the reader

Read original research alongside separately attributed practical companions. Source findings and proposed practices are different kinds of evidence; every article retains its original attribution and publication date.

Contents

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13–24 of 28 articles

14

Intelligence, trust & financial decisions · Research source

Characterizing uncertain sea-level rise projections to support investment decisions

Ryan L. Sriver; Robert J. Lempert; Per Wikman-Svahn; Klaus Keller
PLOS ONE · 2018-02-07 · CC BY 4.0

Adjacent evidence relevant to family-office financial decisions, governance, education or property risk. The original study is not a direct family-office sample; the practical transfer is proposed and limited.

15

Intelligence, trust & financial decisions · Research source

Self-awareness for financial decision-making abilities in healthy adults

Preeti Sunderaraman; Silvia Chapman; Megan S. Barker; Stephanie Cosentino
PLOS ONE · 2020-07-02 · CC BY 4.0

Adjacent evidence relevant to family-office financial decisions, governance, education or property risk. The original study is not a direct family-office sample; the practical transfer is proposed and limited.

16

Intelligence, trust & financial decisions · Research source

The effects of normal aging on multiple aspects of financial decision-making

Dorien F. Bangma; Anselm B. M. Fuermaier; Lara Tucha; Oliver Tucha; Janneke Koerts
PLOS ONE · 2017-08-09 · CC BY 4.0

Adjacent evidence relevant to family-office financial decisions, governance, education or property risk. The original study is not a direct family-office sample; the practical transfer is proposed and limited.

17

Intelligence, trust & financial decisions · Research source

Understanding the factors that affect households’ investment decisions required by the energy transition

Armando Aguayo-Mendoza; Ane Irizar-Arrieta; Diego Casado-Mansilla; Cruz E. Borges
PLOS ONE · 2024-03-21 · CC BY 4.0

Adjacent evidence relevant to family-office financial decisions, governance, education or property risk. The original study is not a direct family-office sample; the practical transfer is proposed and limited.

22

Intelligence, trust & financial decisions · Research source

Discounting the future: The effect of collective motivation on investment decisions and acceptance of policies for renewable energy

Fabian Marder; Torsten Masson; Julian Sagebiel; Christina Martini; Martin Quaas; Immo Fritsche
PLOS Climate · 2023-06-05 · CC BY 4.0

Adjacent financial-decision research relevant to family-office investment governance; no family-office population directly studied.

24

Intelligence, trust & financial decisions · Research source

Beyond money: Risk preferences across both economic and non-economic contexts predict financial decisions

Crystal Reeck; O’Dhaniel A. Mullette-Gillman; R. Edward McLaurin; Scott A. Huettel
PLOS ONE · 2022-12-16 · CC BY 4.0

Adjacent evidence for family-office oversight and financial decisions; no directly studied family-office sample. Risk conversations across domains without turning personality into a portfolio rule