Journal Opal · The Research University · 2026

Capital, Continuity & Consequence
Evidence into stewardship.

Rigorous sources for capital, continuity and consequence. Research on how families steward wealth, build institutions and carry responsibility across generations—paired with practical ways to put the evidence to work.

Source research & reports

151 preserved works

From evidence to practice

155 solutions companions

Napa forum

4 original analyses

The founding question

What should endure
when wealth changes hands?

A family office is an arrangement of capital, relationships and authority. This journal connects financial evidence with the governance, learning and accountability that make long-term stewardship possible. The first volume brings original source scholarship into conversation with operational solutions: decision records, diligence questions, succession processes and measurable learning.

Each pairing keeps a clear boundary between what the original authors established and what the editorial companion proposes. Source publication dates, authors, journals, existing DOIs and exact Creative Commons rights remain visible.

Preliminary applications open

Family Office & Private Wealth Management

Explore the proposed bachelor’s and master’s curricula and start a private preliminary application. Academic approval and formal degree enrollment remain pending.

New research collection · Volume 1

Research into Practice

Four reading paths connect governance, private capital, resilient property and accountable financial intelligence. Each source has a practical companion and separate passage agents.

New from the Napa conversation · Volume 1

Real Estate, Legacy & Resilient Capital

Debt resilience, climate exposure, succession, tenant obligations and accountable AI diligence. Read the flagship argument, then explore the research and its practical companions.

Featured research collection · Volume 1

Women in Wealth Leadership

The future of family office and private capital: succession, access to finance, board authority and financial agency.

Volume 1 · Capital, Continuity & Consequence

Research. Then a way forward.

Begin with the Napa conversation, explore the source research, and open each paired solutions article or paper agent.

141

Intelligence, trust & financial decisions · Research article

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.

Paired solutions article · Editorial analysis

Confidence is a separate variable: calibrating financial understanding without taking away agency

This AI-assisted editorial analysis uses a study of 93 healthy adults to separate confidence in financial decisions from demonstrated understanding. It proposes respectful, task-specific clarification and consent records while preserving personal agency. Research measures are not clinical or legal capacity assessments.

142

Intelligence, trust & financial decisions · Research article

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.

Paired solutions article · Editorial analysis

Designing financial decisions for a long life: reduce complexity without stereotyping age

This AI-assisted editorial analysis draws on research finding different age relationships across financial decision tasks. It proposes clearer constraint comparisons, documented support preferences and explicit authority without using chronological age as an individual capacity judgment. Laboratory findings do not establish real-world loss prevention.

143

Intelligence, trust & financial decisions · Research article

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.

Paired solutions article · Editorial analysis

Beyond a subsidy: testing the adoption case for household energy investments

This AI-assisted editorial analysis uses expert elicitation and household survey research to examine energy-investment adoption assumptions beyond price subsidies. It proposes tracking technical fit, perceived control and actual adoption stages. Unvalidated archetypes and inconsistent subgroup statements are disclosed and are not used to target individuals.

144

Intelligence, trust & financial decisions · Research article

Individual investment decision behaviors based on demographic characteristics: Case from China

Qiujun Lan; Qingyue Xiong; Linjie He; Chaoqun Ma

PLOS ONE · 2018-08-09 · CC BY 4.0

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

Paired solutions article · Editorial analysis

Beyond demographic proxies: a consent-based investment preference record

This AI-assisted editorial analysis uses a Chinese investor survey to distinguish predicting reported behavior from establishing an individual’s investment needs. The proposed workflow replaces demographic shortcuts with direct preference records, outcome-specific validation and human review. It has not been tested in family offices.

145

Intelligence, trust & financial decisions · Research article

What factors affecting investment decision? The moderating role of fintech self-efficacy

Norhazimah Che Hassan; Aisyah Abdul-Rahman; Siti Ngayesah Ab. Hamid; Syajarul Imna Mohd Amin

PLOS ONE · 2024-04-18 · CC BY 4.0

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

Paired solutions article · Editorial analysis

Fintech confidence is not investment suitability: governing digital access without social pressure

A survey of Malaysian Muslim Islamic unit trust investors links reported intentions with attitudes, subjective norms, financial literacy and fintech self-efficacy. This AI-assisted companion proposes a digital-access and decision-consent process while preserving the distinction between confidence, intention and investment suitability. Reporting inconsistencies in the source are explicitly retained as limitations.

146

Intelligence, trust & financial decisions · Research article

To maximize or randomize? An experimental study of probability matching in financial decision making

Andrew W. Lo; Katherine P. Marlowe; Ruixun Zhang

PLOS ONE · 2021-08-26 · CC BY 4.0

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

Paired solutions article · Editorial analysis

When pattern seeking replaces a decision rule: a probability-matching audit for investment committees

A laboratory lottery experiment found different tendencies to randomize under different payoff structures. This AI-assisted companion translates the study into a proposed audit of decision rules, evidence updates and pattern claims. It does not equate diversified investing with an error or claim the experiment validates a family-office trading strategy.

147

Intelligence, trust & financial decisions · Research article

Does “lottery culture” affect household financial decisions? Evidence from China

Dongmei Cao; Dan Wang; Yujia Liao; Qing Liu

PLOS ONE · 2022-10-14 · CC BY 4.0

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

Paired solutions article · Editorial analysis

From a lottery-culture proxy to a defensible household exposure review

This AI-assisted analysis uses a Chinese household finance paper to demonstrate how source-quality checks change practical conclusions. A regional lottery-sales proxy is not an individual risk diagnosis, and internal reporting tensions prevent unqualified reuse of some claims. The proposed exposure review focuses on actual assets, contracts and decision records.

148

Intelligence, trust & financial decisions · Research article

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.

Paired solutions article · Editorial analysis

Patient climate capital without hidden valuation concessions

A European survey and hypothetical renewable-energy choice experiment links collective environmental motivation with lower money discounting and policy acceptance. This AI-assisted companion proposes separate records for financial underwriting, environmental objectives and stakeholder participation. It does not convert a survey-derived discount rate into an investment hurdle rate.

149

Intelligence, trust & financial decisions · Research article

The Effect of Time Pressure on Risky Financial Decisions from Description and Decisions from Experience

Pete Wegier; Julia Spaniol

PLOS ONE · 2015-04-17 · CC BY 4.0

Adjacent evidence for family-office oversight and financial decisions; no directly studied family-office sample. Deadline discipline: separating risk framing from the time available to decide

Paired solutions article · Editorial analysis

Deadline discipline: separating risk framing from the time available to decide

AI-assisted editorial analysis. The source compares risky monetary choices presented as stated probabilities with choices learned through sampling. In the description experiment, time pressure interacted with whether outcomes were gains or losses: participants took fewer risky loss choices under pressure, while the increase for gain choices was a nonsignificant trend. The experience experiment found no overall time-pressure effect on risk taking, although some interactions occurred at particular probabilities and payoff levels. It did find less information sampling under pressure. A family office should therefore avoid the simple slogan that rushed people always take more risk or always become conservative.

150

Intelligence, trust & financial decisions · Research article

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

Paired solutions article · Editorial analysis

Risk conversations across domains without turning personality into a portfolio rule

AI-assisted editorial analysis. The source examines 304 adults recruited from the Duke University and Durham community. Participants completed a forty-item DOSPERT risk questionnaire and a task involving choices between certain payments and probabilistic gains. The analysis found that a domain-general component of questionnaire responses predicted measured financial risk premiums more strongly than the investing-specific component. This is useful evidence that a conversation limited to investment vocabulary may miss relevant attitudes. It does not show that recreational behavior determines a suitable asset allocation or that a general score measures a family’s financial capacity to lose money.

151

Intelligence, trust & financial decisions · Research article

The extent of algorithm aversion in decision-making situations with varying gravity

Ibrahim Filiz; Jan René Judek; Marco Lorenz; Markus Spiwoks

PLOS ONE · 2023-02-21 · CC BY 4.0

Adjacent evidence for family-office oversight and financial decisions; no directly studied family-office sample. Warranted reliance on algorithms: make performance and consequences visible

Paired solutions article · Editorial analysis

Warranted reliance on algorithms: make performance and consequences visible

AI-assisted editorial analysis. The source reports an experiment with 143 students at a German university. Participants chose between a human expert and an algorithm in one of six framed service scenarios. The algorithm was assigned a seventy percent success probability and the human expert sixty percent, with the same monetary incentive across scenarios. Participants were less likely to select the algorithm in scenarios perceived as more serious. This provides a useful question for family-office technology governance: does the perceived gravity of a task alter willingness to use a tool even when its performance information is held constant?

152

Intelligence, trust & financial decisions · Research article

The nexus between corporate governance, risk taking, and growth

Alin Marius Andries; Daniela Balutel; Iulian Ihnatov; Silviu Gabriel Ursu

PLOS ONE · 2020-02-04 · CC BY 4.0

Adjacent evidence for family-office oversight and financial decisions; no directly studied family-office sample. Governance is not a target score: connect oversight to the risks an enterprise can carry

Paired solutions article · Editorial analysis

Governance is not a target score: connect oversight to the risks an enterprise can carry

AI-assisted editorial analysis. The source studies large nonfinancial listed companies across ten countries using data from 2004 through 2009. It reports an inverted-U relationship between a composite corporate governance index and a measure of investment risk, followed by positive associations between instrumented risk and growth in sales or assets. The reported turning point of approximately 0.61 belongs to that index, sample and model. It is not a recommended governance score for a family office, and it is not evidence that reducing safeguards will increase returns. The paper is most useful as a prompt to examine how oversight shapes both protection and decision capacity.

153

Intelligence, trust & financial decisions · Research article

A novel investigation of the influence of corporate governance on firms’ credit ratings

Abdullah A. K. Alkhawaldeh; Jamil J. Jaber; Dalila Boughaci; Noriszura Ismail

PLOS ONE · 2021-05-04 · CC BY 4.0

Adjacent Jordanian listed-firm research relevant to borrower governance diligence; not a directly sampled family-office population.

Paired solutions article · Editorial analysis

Credit Governance Without Reputation Shortcuts: A Borrower Diligence Protocol

A proposed family-office credit review separates repayment capacity from board reputation, translates the source variables carefully and tests conflicts between controlling owners and creditors.

154

Private capital & investment governance · Research article · analytical supply-chain model

Effects of partial demand uncertainty reduction on private equity financing in small and medium-sized enterprises: A supply chain perspective

Jie Deng; Li Yao; Mengyi Chen; Qingsong He

PLOS ONE · 2024-03-28 · CC BY 4.0

Adjacent analytical model of private equity financing for a retailer, not empirical family-office research.

Paired solutions article · Editorial analysis

When a Better Demand Forecast Changes the Equity Cheque

A decision protocol for evaluating growth capital when a retailer learns more about the range or mean of demand. Keep financing need, supplier bargaining power and forecast quality separate.

155

Governance & succession · Original research · cross-sectional multi-rater study

Family climate influences next-generation family business leader effectiveness and work engagement

Stephen P. Miller

Frontiers in Psychology · 2023-06-15 · CC BY 4.0

Adjacent family-business succession research. Informs cautious design of delegated responsibility and feedback in family offices; does not directly study family offices.

Paired solutions article · Editorial analysis

Give the Next Generation Real Decisions—and a Safe Way to Hear the Results

A proposed succession-development process translates Miller’s multi-rater family-business research into bounded authority, confidential feedback and accountable learning, while preserving the limits of cross-sectional evidence.

An inspectable collection

Verified 2026-11-01. Targeted publisher and institutional-repository search across family-office finance, succession, private markets, philanthropy, impact and digital risk. This is a selected founding collection, not a claim that all eligible literature has been exhausted. The women-in-wealth collection adds 25 selected licensed studies, not an exhaustive systematic review. The separately linked SSRN directory is not counted as reproduced research. The real-estate legacy collection adds nine article-specific CC BY 4.0 research sources, nine source companions, one flagship synthesis and its operating protocol. The research-into-practice expansion adds 103 article-verified CC BY 4.0 sources and 103 original practical companions. Metadata discovery candidates are excluded from publication totals. DOIs and normalized titles are unique within this volume and were compared with the retained static open-research, APA and Stanford OJS catalog snapshot. Runtime-only additions and prior review queues were not fully available; network-wide novelty is not claimed. No increase to the 7,000-paper total is asserted. The solutions companions are AI-assisted editorial research analyses; they do not report new participant data or claim independent peer review.