IOWL Working Paper - Integrity & Trustworthiness

From Integrity Frameworks to Integrity in Practice
How individual Calibre, organisational conduct and institutional trustworthiness connect

Boards, governments, regulators, professions, universities, employers, integrity bodies, institutional leaders and organisations seeking to move from stated values to evidenced conduct.

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Working revision 2 September 2026 - Version 0.3

The proposition in 30 seconds

IOWL working proposition

Integrity is not established by declaring values, publishing a code or creating an integrity framework. Those structures matter, but integrity becomes credible only when values, judgement and responsibility are expressed repeatedly in observable conduct, including when pressure, incentives, private interest or authority make the responsible course harder.

An integrity framework can describe the institution it wants to be. Integrity in practice is demonstrated by what people repeatedly choose to do.

Integrity has a conversion problem

Institutions already invest heavily in integrity architecture: values statements, ethics codes, declarations of interest, governance, transparency, audit, training, reporting channels, sanctions and independent oversight. The unresolved question is how reliably that architecture becomes day-to-day judgement and conduct.

Declared valuesWhat the person or institution says it stands for.
JudgementHow those commitments are interpreted in a real situation.
ConductWhat is actually chosen, said, disclosed, challenged or done.
ConsistencyWhether the conduct remains dependable across time, pressure and changing incentives.
TrustworthinessThe degree to which repeated conduct provides grounds for reliance.
TrustConfidence or willingness to rely that may follow from experience.

The chain is not deterministic. Trust has many determinants, and integrity is not the only condition of trustworthiness. Capability, Competency, performance, fairness, transparency, institutional design and lived experience all matter. The purpose of the model is to prevent declared integrity from being treated as equivalent to demonstrated integrity.

Integrity, compliance, ethics, Calibre and trustworthiness are related but not identical

IntegrityCoherence between values, judgement, responsibility and conduct, particularly where private benefit, pressure or competing interests could pull behaviour away from the responsible course.
EthicsProfessionally or institutionally determined expectations concerning appropriate conduct and responsibility.
ComplianceAdherence to external legal, regulatory and mandated requirements.
CalibreThe wider human dimension governing how, why and for whose benefit Capability, Competency, discretion and influence are exercised.
TrustworthinessThe qualities and demonstrated conduct that make reliance more warranted.
TrustThe confidence or willingness of another person or group to rely upon someone or something.

IOWL therefore does not use integrity as a synonym for Calibre. Integrity is a central manifestation of Calibre, but Calibre also includes judgement, consequence-awareness, responsibility, behavioural reliability, positive values and the responsible direction of human capability.

The integrity implementation gap

The OECD Anti-Corruption and Integrity Outlook 2026 provides important independent context. Across OECD countries, the average measured gap between the strength of integrity regulations and their implementation is 19 percentage points: regulations score 63% against the OECD criteria while implementation scores 44%.

Integrity architectureLaws, codes, conflict-of-interest rules, transparency requirements, oversight, disciplinary systems, strategies and governance mechanisms.
IMPLEMENTATION GAPThe formal integrity system is stronger than the degree to which it is implemented in practice.
Integrity in practiceVerification, disclosure, enforcement, challenge, accountability, decision-making and everyday behaviour that demonstrates whether the formal architecture actually operates.

This evidence does not establish that Calibre explains the gap. Institutional powers, administrative capacity, political conditions, enforcement resources, information and system design all matter. It establishes something narrower but important: formal integrity capacity and integrity in practice should not be treated as equivalent.

Integrity becomes more visible when it costs something

Integrity is easiest to claim when the responsible action is also the convenient, popular or profitable one. The more revealing situations arise when interests conflict: disclosing an uncomfortable fact, rejecting improper influence, admitting an error, escalating a risk, challenging a powerful person, refusing an attractive but inappropriate opportunity, or accepting accountability for a poor decision.

Private interestWould the decision change if personal, financial, relational or political advantage were removed?
PressureDoes the same judgement survive hierarchy, deadlines, fear, scarcity, commercial pressure or reputational risk?
InformationIs important information disclosed, distorted, withheld or selectively framed when transparency is inconvenient?
AccountabilityDoes the person accept scrutiny and consequence, or seek to shift responsibility once outcomes become uncomfortable?

This is not a claim that every difficult decision has one obvious morally correct answer. Integrity also requires evidence, proportionality, fairness, lawful authority and recognition that legitimate duties can conflict. The relevant question is whether judgement remains responsibly anchored rather than simply self-serving.

From a person to an institution: how integrity aggregates

Institutions do not possess integrity only because they publish institutional values. Their integrity is partly experienced through thousands of human decisions and the systems that shape, reward, constrain and correct those decisions.

IndividualJudgement, honesty, disclosure, responsibility, treatment of others and use of discretion.
TeamWhether challenge is safe, information flows, poor behaviour is normalised and people hold one another to expected standards.
LeadershipWhat leaders reward, ignore, model, conceal, investigate and do when stated values become costly.
OrganisationIncentives, governance, reporting, accountability, decision architecture, control and response to failure.
InstitutionThe repeated pattern through which stakeholders experience the organisation and judge whether reliance is warranted.

Repeated individual behaviour therefore contributes to culture, but culture is not simply the sum of personalities. Formal incentives, power, structures, systems and leadership also shape what behaviour becomes normal.

The Axiological Pyramid provides an alignment lens

IOWL's Axiological Pyramid distinguishes personal Values, socially influenced Morals, Organisational Values, professional Ethics, internal Governance and external Compliance. Each performs a different role.

The integrity question is not whether upper strata are unnecessary. They are essential. The useful question is whether the strata broadly reinforce one another when a real decision has to be made. An organisation can proclaim one set of values, reward another, operate under professional ethics requiring a third and rely on compliance to prevent the resulting contradictions from becoming harmful.

Misalignment creates integrity pressure. The wider the distance between what people personally value, what the organisation rewards, what the profession requires and what law demands, the more work governance and enforcement may have to do to hold behaviour inside acceptable boundaries.

Trust is not another layer of the pyramid. Trust may emerge when the layers are sufficiently coherent and conduct repeatedly proves worthy of reliance.

Capability, Competency and integrity

CapabilityWhat the person knows, understands or has the intellectual and technical capacity to grasp.
CompetencyWhat the person can demonstrably apply, perform or deliver to an expected standard.
CalibreHow, why and for whose benefit Capability, Competency, discretion, authority and influence are exercised.

Integrity cannot substitute for incompetence. A well-intentioned but incapable person can still cause serious harm. Equally, expertise does not guarantee integrity. A highly capable person may have greater opportunity to conceal, rationalise or scale poorly directed decisions.

This is why IOWL treats the three dimensions as complementary rather than collapsing integrity into skill or treating technical excellence as evidence of trustworthiness.

The integrity advantage should be treated as a testable performance proposition

The 2026 OECD Global Anti-Corruption & Integrity Forum used the theme The Integrity Advantage: Powering Competitiveness and Prosperity, explicitly connecting integrity and anti-corruption with performance, resilience, innovation, economic efficiency and investor confidence.

That policy framing is significant because it moves integrity beyond a defensive "avoid wrongdoing" narrative. Integrity can also be examined as part of the conditions under which organisations and public systems make better decisions, reduce avoidable waste, cooperate more effectively and maintain confidence.

IOWL's proposition remains bounded. It does not claim that integrity automatically causes productivity or prosperity. It asks whether a measurable Calibre and integrity dimension explains part of the reliability with which existing human and institutional capacity becomes trusted performance.

Trustworthiness before trust

Institutions often talk about rebuilding trust. IOWL proposes that trustworthiness is the more actionable upstream concept. An institution cannot command another person's confidence, but it can influence whether its conduct provides reasonable grounds for confidence.

Trust is held by others. Trustworthiness is demonstrated by us.This distinction changes the institutional question from "How do we make people trust us?" to "What must we repeatedly demonstrate if reliance is to be warranted?"

That shifts attention from communication alone toward evidence: reliability, openness, fair treatment, accountable decisions, responsible use of authority, performance and integrity under pressure.

Recognition must not become a permanent moral rating

If integrity is developmental and contextual, any attempt to evidence it must be careful about what recognition can legitimately mean. IOWL does not treat a course result, Calibre Credit or professional standing as proof that a person will always behave with integrity in every future circumstance.

Calibre CreditsRecognise assessed progression within eligible IOWL pathways. They evidence bounded achievement, not moral perfection or guaranteed future conduct.
Professional standingProvides a formal record associated with meeting the relevant IOWL requirements. It is evidence of standing at a point in the developmental journey.
Passport of ProbityBrings recognised standing and Calibre evidence together as a record, while PCD provides the continuing mechanism for future development and reaffirmation.

The Global Institute for Calibre & Integrity provides the specialist IOWL recognition architecture. The purpose is to make Calibre and integrity-related development more visible without claiming that any credential permanently certifies the holder as trustworthy.

PCD turns integrity from a statement into a continuing question

Roles change. Power increases. Incentives change. Organisations change. Technology changes what is possible. A person may demonstrate strong Calibre in one setting and encounter a new context in which the transfer is not automatic.

ReaffirmExamine whether already demonstrated Calibre remains evident rather than assuming it permanently persists.
DevelopStrengthen dimensions of judgement, integrity, responsibility or behavioural reliability where development is needed.
TransferCarry Calibre consciously from one domain into another, for example from personal life into leadership, board responsibility or public authority.
RecalibrateReconsider how values and judgement should be exercised as authority, pressure, complexity and consequence increase.

PCD therefore offers a more defensible integrity architecture than a one-time declaration. It keeps the evidential question open across the life course.

Integrity in an age of AI and amplified capability

AI can increase the speed, reach and sophistication of decisions. It can strengthen monitoring and detect anomalies, but it can also make misinformation, manipulation, fraud, opacity or poorly governed decision-making easier to scale.

The greater the technical capability, the more consequential the human decisions about purpose, acceptable use, evidence, fairness, transparency and responsibility can become. Integrity therefore should not be treated as a legacy concern displaced by technology. It becomes part of the governance of amplified capability.

Policy and evidence context

This paper is designed to sit beside existing ethical, governance, anti-corruption, professional and regulatory systems. The sources below are orientation points rather than an exhaustive integrity register.

Your policy lens

A directly tailored national integrity register for your location has not yet been added to this edition. International comparator sources are shown below. The argument should be read against the ethical, anti-corruption, professional, governance and legal framework applying in your jurisdiction.

International and comparative sources

OECD Anti-Corruption and Integrity Outlook 2026Current international evidence on integrity systems and the gap between regulation and implementation.
OECD Public IntegrityPublic Integrity Indicators covering strategy, accountability, risk, justice and implementation.
OECD Global Anti-Corruption & Integrity Forum 2026The Integrity Advantage: connecting integrity with competitiveness, resilience, innovation and long-term value creation.

Where OECD or other external material is used, it provides independent policy and evidence context. It does not imply endorsement, validation or adoption of IOWL frameworks.

Full working paper

From Integrity Frameworks to Integrity in Practice

This longer version separates established integrity systems from the IOWL proposition, develops the relationship between personal Calibre, organisational conduct and trustworthiness, and identifies routes for longitudinal and independent examination.

IOWL Working Paper - Version 0.3 - 2 September 2026

From Integrity Frameworks to Integrity in Practice

How individual Calibre, organisational conduct and institutional trustworthiness connect

Principal audience: Boards, governments, regulators, professions, universities, employers, integrity bodies, institutional leaders and organisations seeking to move from stated values to evidenced conduct.

1. Integrity is practiced, not merely stated

Organisations and public institutions routinely publish values, ethics codes, conflict-of-interest rules, standards of conduct and anti-corruption frameworks. These are necessary components of institutional integrity because they make expectations visible and provide structures for accountability.

Integrity itself is encountered differently. It becomes visible when a person discloses a conflict, reports inconvenient evidence, tells the truth when concealment would be easier, accepts responsibility, resists improper influence, treats people fairly, uses authority responsibly or challenges conduct that the organisation would prefer not to examine.

The difference between framework and practice is therefore the starting point of this paper.

2. Integrity is not the same thing as compliance

Compliance asks whether an applicable requirement has been met. Ethics provides professional or institutional expectations about appropriate conduct. Governance establishes internal systems of direction, oversight and accountability. Integrity concerns whether values, judgement and responsibility remain coherent in the person's actual choices.

A person may be compliant because a rule compels behaviour. That can be entirely appropriate. Integrity becomes particularly relevant where the person retains discretion, where the minimum legal requirement does not exhaust the responsible choice, or where private interest and public or organisational responsibility pull in different directions.

IOWL therefore treats integrity as central to Calibre but not as a substitute term for Calibre. Calibre is the wider human dimension governing how Capability, Competency, discretion and influence are exercised.

3. Trust and trustworthiness are different

Trust is the confidence or willingness of another person to rely. Trustworthiness concerns the qualities and demonstrated conduct that make that reliance more warranted. This distinction prevents institutions from treating trust as something stakeholders should simply provide.

It also changes the operational question. An organisation cannot control whether people trust it. It can control some of the behaviours through which trustworthiness is demonstrated: truthful communication, reliable performance, fair treatment, openness, responsible decision-making, accountability and integrity under pressure.

4. The implementation problem is independently visible

The OECD Anti-Corruption and Integrity Outlook 2026 reports a 19 percentage-point average gap across OECD countries between the strength of integrity regulations and their implementation in practice. It also identifies conflict-of-interest management as an area with particularly significant implementation weakness.

This does not demonstrate that Calibre is the missing variable. It demonstrates independently that integrity architecture and integrity in practice are not interchangeable concepts.

IOWL's research question is whether a separately defined human Calibre dimension adds useful explanation and developmental leverage alongside law, enforcement, institutional capacity, political conditions, incentives and organisational systems.

5. Integrity becomes evidential under pressure

Many integrity claims are made in circumstances where no material conflict exists. More revealing evidence appears when the decision has cost: commercial pressure, private benefit, political pressure, hierarchy, reputation, friendship, fear, scarcity or the possibility of avoiding accountability.

That does not mean every high-pressure decision has a simple moral answer. Responsible integrity requires evidence, proportionality, lawful authority and recognition of legitimate competing duties. The relevant question is whether the judgement remains grounded in responsibility rather than being opportunistically redefined around self-interest.

6. From individual Calibre to organisational culture

Repeated individual choices aggregate. Leaders demonstrate which values are real by what they reward and tolerate. Teams learn whether challenge is safe. Processes acquire informal shortcuts. Employees watch what happens to people who disclose mistakes or resist inappropriate pressure.

Organisational culture is therefore partly behavioural history. Yet it is not solely a bottom-up phenomenon. Incentives, governance, structure, targets, recruitment, promotion, leadership and formal systems influence which behaviours survive and become normal.

The integrity problem is thus both personal and systemic. A high-Calibre individual can still struggle inside a system that consistently punishes responsible conduct. Equally, strong systems cannot remove every moment of human discretion.

7. The Axiological Pyramid as an alignment model

IOWL's Axiological Pyramid separates Values, Morals, Organisational Values, Ethics, Governance and Compliance. It provides a way to examine whether the layers surrounding a decision broadly reinforce or contradict one another.

For example, an organisation may publish a value of openness while incentives reward concealment. A professional code may require independence while leadership expects loyalty to a commercial position. A regulator may require disclosure while the team treats disclosure as personal failure.

Such misalignment increases the work required from external control and increases the pressure placed on individual judgement. The model does not claim that perfect alignment is possible. It makes contradiction visible.

8. Capability, Competency and integrity must remain distinct

Integrity cannot compensate for insufficient Capability or Competency in a safety-critical, technical or professional role. Equally, technical excellence does not demonstrate integrity. A highly capable person can be highly effective in pursuing a poorly directed objective.

This distinction becomes more important as responsibility grows. The more knowledge, technology, authority, capital or institutional access a person possesses, the larger the possible consequence of their judgement.

IOWL therefore rejects both reductions: integrity is not another skill, and skill is not evidence of integrity.

9. From integrity protection to the Integrity Advantage

Integrity is often framed defensively: preventing corruption, misconduct, fraud or reputational damage. The OECD's 2026 Global Anti-Corruption and Integrity Forum deliberately framed integrity more positively through the theme "The Integrity Advantage: Powering Competitiveness and Prosperity". Its published rationale connects integrity with better decision-making, resilient growth, innovation, economic efficiency and investor confidence.

That wider framing aligns with IOWL's interest in integrity as part of productive human and institutional performance. It does not prove an IOWL causal claim. The proposition is whether integrity-related Calibre can be measured as one contributor to the reliability with which existing capacity is exercised.

10. Integrity and leadership

Leadership affects integrity because leaders shape both formal and informal consequence. They decide what is prioritised, which information reaches decision-makers, how challenge is handled, what failures are admitted, who is promoted and whether stated values survive moments of pressure.

Leadership integrity is therefore not only a personal characteristic. It has organisational multiplier effects. A leader can create permission for responsible conduct or create an environment in which individuals learn that silence, concealment or compliance with an unhealthy norm is safer.

11. Integrity and speaking up

Many integrity systems depend upon challenge. Whistleblowing, professional escalation, audit challenge, independent advice and dissent can reveal problems before they become visible failure.

Speaking up requires more than awareness of a procedure. It may require judgement, evidence, courage, fairness and consequence-awareness. Receiving challenge also requires Calibre: the ability to distinguish criticism from disloyalty, examine uncomfortable evidence and avoid punishing the messenger.

This creates an integrity relationship between challenger and decision-maker, not merely a reporting mechanism.

12. Recognition must remain bounded

IOWL's recognition architecture seeks to make Calibre and integrity-related development more visible. Calibre Credits recognise assessed progression on eligible pathways. Professional standing records achievement against IOWL requirements. Passport of Probity brings recognised standing and Calibre evidence together.

None of these should be described as permanent certification of moral character. Future conduct remains contingent upon context, choice, pressure, opportunity and continuing development.

This boundary is essential to credibility. Recognition should evidence what has been demonstrated within its scope, not claim knowledge of every future decision.

13. PCD as continuing integrity evidence

Perpetual Calibre Development provides the continuing mechanism through which integrity-related Calibre can be reaffirmed, developed, transferred and recalibrated. It recognises that the context of responsibility changes across a life and career.

A person may demonstrate integrity as a colleague but later face different pressures as a manager, regulator, board member, political leader or steward of substantial resources. Transfer should be examined rather than assumed.

PCD therefore converts the question from "Has this person passed an integrity course?" to "What Calibre is being demonstrated now, in this context, with this responsibility, and what evidence supports that judgement?"

14. AI increases the consequence of integrity

AI and digital systems expand what individuals and institutions can do. They can strengthen integrity through detection, transparency and auditability. They can also scale deception, bias, manipulation, fraud or opaque decisions.

As technical capacity increases, integrity becomes more consequential because fewer people may be able to understand, challenge or reverse the choices embedded in complex systems. The human question remains: who determines purpose, evidence, proportionality and acceptable consequence?

15. Public and private integrity share a common human question

Public-sector integrity focuses heavily on stewardship, public interest, conflicts of interest, impartiality and accountability. Corporate integrity may focus on customers, markets, shareholders, employees, regulation and responsible use of commercial power. Professional integrity adds duties to clients, patients, the court, the public or the profession itself.

The surrounding obligations differ. The common human question is how Capability, Competency, discretion and influence are exercised when competing interests are present.

16. The IOWL recognition and institutional architecture

The Global Institute for Calibre & Integrity is IOWL's specialist institute responsible for Calibre and integrity recognition. Positive Value Leadership provides the structured developmental framework. Calibre Credits and professional standing provide bounded forms of recognition. PCD extends the developmental and evidential horizon beyond the award point.

The originality claim is therefore not that IOWL invented integrity, character, ethics or trust. The bounded configuration claim concerns the connection of a distinct Calibre dimension to development, assessment, professional standing, integrity recognition and continuing life-course evidence.

17. The current evidence base

IOWL's Emerging Evidence architecture is strongest at the developmental level. It includes quantitative learner measures, assessed learning, qualitative Reflective Transformation evidence and PCD measures designed to follow application after formal learning.

Current internal evidence is interpreted as supporting developmental outcomes relevant to integrity, including judgement, self-regulation, responsibility, speaking up, collaboration and values-led conduct. It does not yet establish that IOWL participation causes lower corruption, better organisational performance or higher institutional trust.

Those wider claims require longer-term, external and context-specific evaluation.

18. How integrity in practice could be measured

Evidence layerWhat should be examinedWhy it matters
Formal integrity architectureCodes, policies, conflict rules, oversight, governance, reporting, incentives, sanctions and transparency arrangements.Establishes what the institution already requires and prevents behavioural claims from ignoring system design.
Capability and CompetencyRole knowledge, professional expertise, technical judgement and ability to apply required processes.Keeps integrity distinct from technical inadequacy.
Calibre-related evidenceJudgement, integrity-related behaviour, responsibility, consequence-awareness, self-regulation, speaking up and use of discretion.Tests whether a separate human dimension adds useful information.
Observed conductDisclosure, escalation, treatment of conflicts, quality of challenge, acceptance of accountability, decision transparency and behaviour under pressure.Moves beyond stated values into practice.
Institutional outcomesRepeat findings, misconduct, remediation, complaints, rework, stakeholder confidence, decision reliability or other context-appropriate indicators.Tests whether integrity evidence is associated with outcomes that matter.
Longitudinal evidenceRepeated observation across changing roles, incentives, authority and context.Tests consistency, transfer and recalibration rather than a single point-in-time result.

Measurement should be designed to allow alternative explanations. Integrity outcomes are affected by systems, incentives, leadership, regulation, enforcement, culture and wider social conditions. Calibre should be tested alongside those factors, not used to replace them.

19. Implications for institutions

  • Do not treat a published values statement as evidence that the stated values govern behaviour.
  • Distinguish integrity architecture from integrity implementation and observe both.
  • Examine whether organisational incentives, leadership behaviour and professional expectations reinforce or contradict stated values.
  • Keep trustworthiness upstream of attempts to improve trust.
  • Use bounded recognition rather than permanent moral certification.
  • Use PCD to revisit Calibre as authority, incentive, technology and consequence change.
  • Design independent evaluation around actual conduct and outcomes rather than programme satisfaction.

20. Bounded proposition

IOWL does not claim that Calibre guarantees integrity, that integrity alone determines trust, that individual development can substitute for regulation or good institutional design, or that an integrity credential predicts every future decision.

The bounded proposition is narrower: whether a distinct, developable and longitudinally evidenced Calibre dimension helps institutions move more reliably from integrity architecture to integrity in practice, and whether it adds useful explanatory and developmental value beyond Capability, Competency, compliance and governance alone.

Research questions

  • Which integrity failures are best explained by weak systems, and which appear materially related to judgement, incentives or individual conduct?
  • Can Calibre-related evidence add useful predictive or diagnostic information beyond conventional competency and compliance assessments?
  • How does alignment or misalignment across the Axiological Pyramid affect behaviour under pressure?
  • Can PCD provide credible evidence of integrity transfer as individuals acquire greater authority?
  • What forms of external observation are sufficiently reliable to evidence integrity-related conduct without creating simplistic moral scoring?
  • Does greater demonstrated trustworthiness precede measurable changes in stakeholder trust?
  • Can integrity-related Calibre be linked to reduced rework, misconduct, control friction or other performance losses without overstating causality?

Source trail and selected literature

Research and accuracy note: This working paper distinguishes established external integrity, anti-corruption and public-governance context from IOWL definitions, conceptual propositions, internal emerging evidence and questions requiring longitudinal or independent evaluation. Integrity and trust have multiple determinants. External sources provide context and do not imply endorsement, validation or adoption of IOWL frameworks.

Explore the connected IOWL architecture

This paper is one perspective into the same underlying Calibre architecture. The links below follow the closest conceptual and stakeholder connections.

Working Paper - Compliance to ConductWhy formal rules and governance still depend upon human judgement and behaviour in practice. Working Paper - Policy to Public ValueHow integrity, judgement and entrusted authority affect implementation and public value. Working Paper - Performance to ProductivityHow integrity and behavioural reliability intersect with realised and sustained performance. Working Paper - Capacity ConundrumThe wider problem of strong institutional capacity without proportionate dependable outcomes. Global Institute for Calibre & IntegrityThe specialist IOWL institute responsible for Calibre and integrity recognition. Perpetual Calibre DevelopmentContinuing reaffirmation, development, transfer and recalibration across changing contexts. Emerging EvidenceCurrent developmental evidence and the active longitudinal research architecture. All IOWL Working PapersMove between the connected integrity, compliance, government, capacity and performance perspectives.