Volume 1 · An expanding evidence collection

Research into practice.
Judgment into stewardship.

A disciplined reading path for families who govern capital. Each attributed research edition sits beside an original practical companion, with a separate passage agent for each work.

New research editions

103

New practical companions

103

Paired passage agents

206

A purposeful collection

Choose the decision
you need to improve.

Family-office research is complemented by relevant studies of family businesses, capital markets, property and financial decisions. Each article states the setting actually studied. An application to a family office is an editorial inference, not a claim that every original study sampled family offices.

The reading paths

Evidence and its practical counterpart

73

Real estate & resilience · CC BY 4.0

Making Circular Strategies Work: Advancing an Adaptable Building Framework through Action Design Research

Mohammad B. Hamida; Angela Greco; Hilde Remøy; Vincent Gruis; Brian van Laar

Systemic Practice and Action Research · 2025-05-31

Studies how practitioners turn a circular-building framework into usable tools, relevant to long-horizon owners deciding among building reuse options.

Original practical companion

Make Adaptive Reuse Decidable: A Building-Options Workshop for Long-Term Owners

A circular-building framework becomes useful when a project team can turn its concepts into choices, evidence and responsibilities. This companion draws on action design research in a Dutch historic office building to propose a practical workshop process for family owners considering reuse, with explicit treatment of technical constraints, regulatory uncertainty and future adaptation.

74

Real estate & resilience · CC BY 4.0

Real estate listings and their usefulness for hedonic regressions

Jens Kolbe; Rainer Schulz; Martin Wersing; Axel Werwatz

Empirical Economics · 2021-01-13

Directly compares listing and transaction evidence, informing controls that keep timely market monitoring distinct from defensible valuation.

Original practical companion

The Asking-Price Firewall: Keeping Property Intelligence from Becoming a False Valuation

Property listings are timely and accessible, but they are not equivalent to completed transactions. This companion proposes a data and decision firewall that lets family offices use listings for market monitoring while preventing advertised prices, duplicate advertisements and unverified outcomes from silently becoming portfolio values.

75

Real estate & resilience · CC BY 4.0

Estimating the Flood Risk Discount: Evidence From a One-off National Information Shock

Tom Gillespie; Ronan C. Lyons; Thomas K. J. McDermott

Environmental and Resource Economics · 2025-03-10

Flood disclosure, property valuation and intergenerational property stewardship. Adjacent housing-market evidence rather than a direct family-office study.

Original practical companion

Before the Flood Map Changes: A Disclosure and Valuation Playbook for Family-Owned Property

Flood exposure and the market recognition of that exposure are separate risks. Gillespie, Lyons and McDermott study the release of Irish flood maps in 2011 and estimate a persistent price discount for exposed housing. This companion translates their identification strategy and limitations into a proposed family-office process: retain dated hazard information, separate physical loss from repricing, challenge appraisals, and prepare for disclosure changes before a transaction. It does not recommend a universal valuation haircut or claim that the proposed process has been empirically validated.

76

Intelligence, trust & financial decisions · CC BY 4.0

Applications of Explainable Artificial Intelligence in Finance—a systematic review of Finance, Information Systems, and Computer Science literature

Patrick Weber; K. Valerie Carl; Oliver Hinz

Management Review Quarterly · 2023-02-28

Provides a concrete procurement discipline for offices buying AI-driven risk, portfolio, diligence or reporting tools.

Original practical companion

Buying Explainability: An Evidence Contract for Family-Office AI Vendors

An explanation is useful only when it answers a consequential question for an accountable decision maker. This companion translates a systematic review of explainable AI in finance into an evidence contract for vendor selection, acceptance testing and ongoing review. The proposed contract separates predictive performance, explanation fidelity and operational usefulness; it has not been validated as a new intervention.

77

Intelligence, trust & financial decisions · CC BY 4.0

Two distinct and separable processes underlie individual differences in algorithm adherence: Differences in predictions and differences in trust thresholds

Achiel Fenneman; Joern Sickmann; Thomas Pitz; Alan G. Sanfey

PLOS ONE · 2021-02-25

Helps a family office distinguish reasonable skepticism, inaccurate expectations and unjustified confidence when introducing decision-support systems.

Original practical companion

Calibrating Reliance: Two Questions Before a Family Office Delegates Judgment to an Algorithm

People may reject an algorithm because they expect weak performance or because they demand a different threshold before trusting it. This companion turns that distinction into an onboarding and evaluation protocol that seeks warranted reliance rather than higher adoption. The protocol preserves human responsibility and evaluates expectations and reliance separately.

78

Intelligence, trust & financial decisions · CC BY 4.0

Overconfidence, financial literacy, and panic selling: Evidence from Japan

Aliyu Ali Bawalle; Mostafa Saidur Rahim Khan; Yoshihiko Kadoya

PLOS ONE · 2025-03-21

Offers a governance process for distinguishing necessary liquidity actions, changed risk assumptions and unsupported conviction during market stress.

Original practical companion

A Crisis Decision Record: Separating Liquidity Needs from Confidence-Driven Trading

During market stress, an urgent transaction can reflect a genuine cash need, a changed investment thesis or an untested reaction. This companion proposes a crisis decision record that makes those reasons inspectable without imposing a blanket hold-or-sell rule. It draws on evidence linking overconfidence and reported panic selling in Japan.

79

Intelligence, trust & financial decisions · CC BY 4.0

Robo-advisor acceptance: Do gender and generation matter?

Gianna Figà-Talamanca; Paola Musile Tanzi; Eleonora D’Urzo

PLOS ONE · 2022-06-29

Supports inclusive onboarding for principals, spouses, next-generation members and staff with different levels of digital and financial experience.

Original practical companion

One Family, Several Adoption Paths: Designing Robo-Advice Onboarding Without Demographic Stereotypes

A family office should not equate digital comfort with financial understanding or infer a person’s needs from age or gender. This companion proposes an onboarding process that separately tests usefulness, usability and comprehension. It draws on a study of robo-advisor acceptance while preserving the limits of a small, highly educated sample.

80

Intelligence, trust & financial decisions · CC BY 4.0

Phishing suspiciousness in older and younger adults: The role of executive functioning

Brandon E. Gavett; Rui Zhao; Samantha E. John; Cara A. Bussell; Jennifer R. Roberts; Chuan Yue

PLOS ONE · 2017-02-03

Informs accessible, nonpunitive phishing exercises and transaction-verification training across family members and staff.

Original practical companion

Practice the Verification, Not the Stereotype: A Respectful Phishing Rehearsal for Wealth Stewardship

Phishing protection should test a person’s verification process rather than presume vulnerability from age. This companion proposes a consent-based rehearsal using fictional messages and safe credentials, grounded in research on suspiciousness and executive functioning. It distinguishes recognizing a suspicious message from preventing an actual financial loss.

81

Intelligence, trust & financial decisions · CC BY 4.0

Cybercrime victimisation among older adults: A probability sample survey in England and Wales

Benjamin Havers; Kartikeya Tripathi; Alexandra Burton; Sally McManus; Claudia Cooper

PLOS ONE · 2024-12-18

Supports fraud reporting and recovery controls that do not mistake fewer reports for lower harm, especially across generations.

Original practical companion

Beyond Incident Counts: A Family-Office Fraud Dashboard That Measures Harm and Recovery

A low number of reported scams can coexist with serious losses or repeated victimization. This companion proposes a harm-oriented fraud review for family offices, separating exposure, reporting, loss, recurrence and recovery. It draws on a probability-sample study while avoiding demographic risk labels for individual family members.

82

Intelligence, trust & financial decisions · CC BY 4.0

Fear of fraud amongst older adults: a hidden epidemic?

Mark Button; David Shepherd; Chloe Hawkins; Jacki Tapley

Security Journal · 2025-06-25

Helps a family office design protective communication that supports autonomy and reporting rather than creating avoidant behavior or shame.

Original practical companion

Fraud Prevention Without Fear: A Dual-Outcome Review for Family Protection

A protective message can increase awareness while making everyday life feel unsafe. This companion proposes evaluating fraud-prevention communication for both useful protective behavior and unintended fear. It draws on research with older adults and keeps support, autonomy and financial controls distinct.

83

Intelligence, trust & financial decisions · CC BY 4.0

Disseminating fraud awareness and prevention advice to older adults: perspectives on the most effective means of delivery

Mark Button; David Shepherd; Chloe Hawkins; Jacki Tapley

Crime Prevention and Community Safety · 2024-10-23

Provides an actionable distribution and follow-up system for family protection, including people who are isolated or do not routinely use digital channels.

Original practical companion

The Trusted-Contact Delivery System: Getting Fraud Guidance to the People It Misses

A family office can produce excellent fraud guidance that never reaches the person who needs it. This companion proposes a delivery register, consent-based trusted contacts and practical teach-back to close that gap. It treats channel preference as a design input rather than proof that a particular communication prevents loss.

84

Intelligence, trust & financial decisions · CC BY 4.0

Too soon to worry? Longitudinal examination of financial planning for retirement among Spanish aged workers

Francisco Palací; Irene Jiménez; Gabriela Topa

PLOS ONE · 2018-12-14

Provides a structured follow-through process for family-enterprise retirement education and transitions, with economic constraints kept distinct from motivation.

Original practical companion

Planning That Persists: A Ninety-Day Retirement Readiness Review for Family Enterprises

Retirement planning is a process that must survive competing demands, not a document completed once. This companion proposes a ninety-day review for family-enterprise employees and participating family members, separating knowledge, confidence, economic constraints and completed actions. It draws on a longitudinal Spanish worker study without importing its findings as individualized advice.

Publication and review record · 2026-11-01

Count the evidence. Preserve the distinction.

This expansion has added 206 works toward the requested 4,000: 2,000 source editions and 2,000 practical companions. The 104 works already in the journal are excluded from that target.

5.1% of the requested expansion published.

Article-specific license, metadata and source checks are recorded separately from human peer review. New practical companions are AI-assisted editorial analyses; no independent human peer-review acceptance is asserted. Recorded independent human acceptance for the new companions: 0. Source authors, original journals, publication dates and existing DOIs remain unchanged.

1,778 further metadata-screened leads are retained for investigation. Potential sources only. Publisher/version rights, full text, quality, retraction and related-version checks remain to be completed. They do not count as published articles or agents.

Checked DOI, source-version DOI and normalized title in available repository catalogs. Live submissions and all earlier review queues were not fully available; platform-wide novelty is not claimed.