Confidentiality, Privacy, and Security in Dental Health Information Management (Outcome 6.2)

6.2.1 Identify components of the legal system

Understanding confidentiality and privacy in dental settings starts with understanding how “the law” is structured. When something goes wrong—an information leak, an improper disclosure, or a negligent act—your responsibilities and risks depend on which part of the legal system applies.

What the legal system is (and why it matters in dental practice)

A legal system is the set of rules, institutions, and processes a society uses to regulate behavior and resolve disputes. In healthcare (including dental clinics and dental laboratories), the legal system shapes how patient information must be handled and what happens if it is mishandled.

This matters because health information is unusually sensitive: it can affect a person’s employment, relationships, insurance, and safety. Laws aim to protect patients while still allowing healthcare teams to share information for safe treatment.

Sources of law (where rules come from)

In most jurisdictions, healthcare information duties come from multiple sources. A common mistake is thinking “privacy” is just one law—actually it is usually a combination of statutes, regulations, professional standards, and workplace policies.

Source of lawWhat it isHow it shows up in dental tech / dental settings
Constitutional / human rights principlesHigh-level rights (often privacy, dignity, due process)Sets the tone for privacy protections; may influence court decisions
Statute law (Acts)Laws passed by a legislature/parliamentNational or state privacy/health records laws; mandatory reporting laws
RegulationsDetailed rules made under authority of statutesSecurity requirements, complaint processes, record retention rules
Common law / case lawJudge-made law from court decisionsNegligence standards, confidentiality duties, precedent on disclosures
Professional standards / codesEthical and practice standards from regulators/professional bodiesDefines expected conduct (confidentiality, record handling, competence)
Contracts and workplace policiesAgreements and internal rulesEmployment contracts, confidentiality agreements, IT acceptable-use policies
Branches of government (who makes, enforces, and interprets rules)

Many questions about “who has authority” become clearer when you remember the basic separation of powers:

  • Legislative branch creates statutes (for example, a privacy act or health records law).
  • Executive branch enforces laws (for example, a health department, data protection authority, or an inspectorate).
  • Judicial branch interprets laws and resolves disputes (courts decide liability and remedies).
Types of law you encounter in confidentiality and security
  • Civil law deals with disputes between parties (patient vs clinic/lab). A privacy breach may lead to lawsuits for damages or other remedies.
  • Criminal law involves offenses against the state (for example, intentional identity theft, deliberate unlawful access, or fraud). Not every breach is a crime, but some are.
  • Administrative law governs actions of regulators and compliance bodies (investigations, penalties, licensing consequences).
Legal concepts that appear repeatedly
  • Duty: an obligation you owe (e.g., a duty of confidentiality).
  • Standard of care: what a reasonably competent professional would do in similar circumstances.
  • Liability: legal responsibility for harm or wrongdoing.
  • Vicarious liability: an organization can be responsible for employees’ actions done in the course of work.
Example (how components connect)

A dental lab technician receives a case with a patient’s full name and date of birth. The technician takes a photo of the work ticket and posts it in a group chat to ask a friend for advice. Even if the intention was educational, the action may violate:

  • workplace policy (acceptable use / confidentiality rules),
  • professional standards (ethical duty),
  • privacy statutes/regulations (unauthorized disclosure), and
  • potentially civil law (patient claim) or administrative action (regulatory sanction).
Exam Focus
  • Typical question patterns:
    • Identify which source of law applies in a scenario (statute vs regulation vs policy vs professional code).
    • Distinguish civil, criminal, and administrative consequences after a privacy incident.
    • Match an institution to its role (legislature makes laws, courts interpret, regulators enforce).
  • Common mistakes:
    • Treating “policy” as optional—policies can create enforceable duties and evidence of standard of care.
    • Assuming every privacy breach is criminal—many are handled civilly or administratively unless intentional or fraudulent.
    • Forgetting that professional standards can apply even when no specific statute is mentioned in the question.

6.2.3 Interpret regulatory requirements, standards of practice, legal responsibility, limitations and implications of actions, and avenues for reporting malpractice/negligence

Confidentiality, privacy, and security are not just “good manners”—they are part of legally enforceable professional practice. You need to interpret what rules require, recognize your limits, and know what to do when care or information handling becomes unsafe or unlawful.

Regulatory requirements vs standards of practice
  • Regulatory requirements are rules set by law and regulators (for example, privacy authorities, health ministries, licensing boards). These often specify minimum requirements—what you must do.
  • Standards of practice describe expected professional behavior and competence. They may come from professional councils/boards, accreditation standards, or widely accepted practice guidelines. Standards often define what you should do to be safe and competent, even beyond the legal minimum.

In real work, compliance usually means meeting both: law sets the floor; professional standards and organizational policies often set higher expectations.

Legal responsibility in a dental technology workflow

Dental technology often involves shared responsibility:

  • The clinic may collect patient information and send a prescription/work authorization to the lab.
  • The lab uses that information to fabricate a device.
  • Multiple staff may touch the case: intake, model work, CAD/CAM design, processing, quality checks, delivery.

Your responsibility includes:

  • using information only for legitimate work purposes,
  • limiting access to those who need it,
  • protecting paper and digital records,
  • reporting incidents appropriately.

A common misconception is “I’m not the dentist, so privacy laws don’t apply to me.” In most jurisdictions, anyone handling personal health information in a healthcare context has duties—sometimes directly under law, sometimes through employer policy and professional regulation.

Negligence and malpractice (plain language)
  • Negligence is a failure to use reasonable care that results in harm (or creates an unreasonable risk of harm).
  • Malpractice is professional negligence—failure by a professional to meet the accepted standard of care.

In confidentiality/security, negligence might look like leaving a workstation unlocked or emailing patient details to the wrong address. Even without malicious intent, careless handling can be treated as a serious breach.

Limitations and implications of actions

Knowing your limits protects patients and protects you.

  • Scope of role: If you are not authorized to disclose information, don’t improvise. Redirect requests to the appropriate person (supervisor, privacy officer, records department).
  • Minimum necessary principle (general idea): Share the least amount of information needed to do the job safely and legally.
  • Implications: Poor decisions can trigger patient harm, loss of trust, disciplinary action, legal action, and organizational penalties.
Reporting malpractice, negligence, or privacy/security incidents

Reporting is not about “getting someone in trouble”—it is about patient safety, legal compliance, and preventing repeat events.

Appropriate avenues typically include (exact titles vary by workplace/jurisdiction):

  1. Immediate internal reporting

    • Notify your supervisor/manager.
    • File an incident report according to workplace procedure.
    • Notify the privacy officer / compliance officer / information security team if the incident involves data.
  2. Escalation within the organization

    • Risk management, clinical governance, or quality assurance teams.
  3. External reporting (when required)

    • Professional regulatory bodies (licensing boards/councils) when professional misconduct or malpractice is suspected.
    • Privacy/data protection authorities when legal thresholds for breach notification are met.
    • Law enforcement if there is theft, fraud, hacking, threats, or deliberate criminal misuse.

In exam scenarios, you’re usually expected to show a safe, stepwise approach: contain the risk, document, report through correct channels, and preserve evidence.

Example (what “appropriate reporting” looks like)

You discover a coworker routinely using another staff member’s login to “save time.” Even if no harm is known, this is a security breach.

A responsible response is:

  • stop the unsafe practice (do not use shared credentials yourself),
  • document what you observed (dates/times, systems impacted),
  • report to your supervisor and IT/security according to policy.
Exam Focus
  • Typical question patterns:
    • Given a scenario, identify whether it is negligence, malpractice, or a policy breach.
    • Explain the difference between regulatory requirements and professional standards.
    • Choose the best reporting pathway (internal incident report first, then escalation/external reporting when indicated).
  • Common mistakes:
    • Confronting or “investigating” on your own beyond your authority—report; don’t conduct unofficial inquiries.
    • Failing to document facts (what happened, when, who was involved) and instead reporting opinions.
    • Assuming “no harm occurred” means “no need to report”—many systems require reporting near-misses and security violations.

6.2.4 Identify what constitutes authorized access, release and use of personal health information

Privacy and confidentiality decisions become much easier when you anchor them to a simple question: Are you authorized? Authorization is not just about being employed—it is about role, purpose, consent, and policy.

Defining personal health information (PHI) in practice

Personal health information (PHI) (also called personal medical information/health data in many jurisdictions) is information that:

  1. relates to a person’s health, healthcare, or payment for healthcare, and
  2. can identify the person directly or indirectly.

In dental technology, PHI can appear in:

  • lab prescriptions/work authorizations (patient name/ID, tooth numbers, notes),
  • impressions and models labeled with identifiers,
  • digital scans (files named with patient details),
  • invoices and delivery documents.
Authorized access (when you may view information)

Authorized access means you are permitted to view PHI because:

  • you have a legitimate job role requiring that information,
  • the access is for an approved purpose (treatment/care support, quality control, lawful operations),
  • you have appropriate credentials (your own login, approved device), and
  • you follow relevant policies (need-to-know, minimum necessary, secure environment).

A key idea is role-based access: a person should only access what they need to perform their tasks. In a lab, a technician designing a crown might need tooth shade, margin notes, and scan files—but not the patient’s full medical history.

Authorized use (what you may do with the information)

Authorized use means using PHI in a way consistent with:

  • the purpose for which it was collected,
  • the patient’s consent where required,
  • workplace rules and legal requirements.

Using PHI for curiosity (“Let me look up my neighbor’s case”), for entertainment, or for personal benefit is unauthorized—even if you never share it.

Authorized release/disclosure (when you may share information)

Authorized release means disclosing PHI to the right recipient, through an approved method, with the right level of detail, under a valid legal basis.

Common lawful bases (wording varies by jurisdiction) include:

  • Patient authorization/consent for specific disclosures.
  • Disclosure for continuity of care (sharing necessary information with the treating team or contracted lab).
  • Disclosure required by law (court orders, specific mandatory reporting laws).
  • Disclosure for billing/administrative operations when permitted and necessary.

Two practical safeguards help you avoid accidental unauthorized release:

  1. Verify identity and authority: confirm who is asking and why.
  2. Use approved channels: secure portals, encrypted email, or documented processes—not personal messaging apps.
Example (authorized vs unauthorized)
  • Authorized: A lab contacts the prescribing dentist to clarify margin design and uses the patient case number (not full identifying details) through the clinic’s secure communication channel.
  • Unauthorized: A technician sends the patient’s scan file to their personal email “to finish at home” on an unmanaged laptop.
Exam Focus
  • Typical question patterns:
    • Decide whether access was authorized based on role, purpose, and method (need-to-know).
    • Identify what counts as PHI in a lab scenario (labels on models, file names, invoices).
    • Choose the safest communication method for a disclosure.
  • Common mistakes:
    • Thinking “I’m allowed because I work here”—employment alone does not justify access.
    • Confusing “authorized access” with “authorized release”—you may be allowed to view a file but not allowed to share it externally.
    • Ignoring indirect identifiers (unique case numbers tied to a patient can still be identifying within a system).

6.2.5 Distinguish confidential and non-confidential information; document and prioritize requests for PHI according to guidelines

In health information management, not every piece of information is equally sensitive, and not every request should be handled the same way. Your job is to protect confidentiality while still ensuring legitimate requests are handled correctly and efficiently.

Confidential vs non-confidential information

Confidential information is information shared in a trusted healthcare context that should not be disclosed without authorization. In dental settings, most patient-related information is confidential by default.

Non-confidential information is information that can be shared without breaching privacy because it does not identify a patient or is legitimately public/administrative.

A helpful way to think about it:

  • If it can identify a patient and relates to health/care—treat it as confidential unless you are sure a rule permits sharing.
  • If it is de-identified (no reasonable way to link it back to a person) or purely operational with no patient linkage, it may be non-confidential.
Practical categories you will see
  • Confidential:
    • patient name, address, phone number, date of birth
    • lab prescription and clinical notes
    • scans, photos, radiographs linked to a patient
    • payment/insurance details tied to a person
  • Often non-confidential (if truly non-identifying):
    • aggregated statistics (e.g., total number of dentures fabricated last month)
    • training materials using fully de-identified cases
    • publicly available clinic contact information

A common mistake is assuming that removing the name alone makes data non-confidential. If a combination of details (rare condition, specific dates, unique case narrative) could identify the person, confidentiality concerns remain.

Handling requests for PHI: document, verify, prioritize

Requests can come from patients, dentists, insurers, lawyers, police, employers, or family members. Your safest default is: don’t rush—verify and document.

Step 1: Verify the requestor’s identity and authority

You typically need to establish:

  • Who is asking?
  • Are they the patient or authorized representative?
  • Do they have legal authority (consent, power of attorney, court order, statutory right)?
  • What exact information is requested?
Step 2: Confirm the purpose and the minimum necessary disclosure

Even when disclosure is lawful, you should usually provide only what is relevant to the purpose.

Step 3: Document the request and the outcome

Good documentation protects the patient and the organization. A request log commonly records:

  • date/time of request
  • requestor identity and contact details
  • what was requested
  • legal basis/authorization used
  • what was released (specific documents/data)
  • method of release (secure portal, encrypted email, in-person pickup)
  • staff member who processed it
Step 4: Prioritize appropriately

Prioritization is not “first come, first served” only. You consider:

  • patient care urgency (information needed to continue treatment)
  • legal deadlines (court orders or statutory timelines)
  • risk (high-risk disclosures require extra verification)

In dental labs, many external requests should be routed through an appointed person (supervisor/records/privacy officer) rather than handled ad hoc by technicians.

Example (prioritizing and documenting)
  • A dentist calls: “We need the shade notes and occlusal scheme for today’s insertion appointment.” This is care-continuity related and time-sensitive—verify the caller is from the clinic and provide only what is needed through an approved channel.
  • An unknown caller asks: “Can you confirm if John Smith got a denture made there?” Even confirming “yes/no” can be a disclosure. The correct response is to refuse and escalate through policy.
Exam Focus
  • Typical question patterns:
    • Classify information as confidential vs non-confidential in short scenarios.
    • Describe steps to process a PHI request: verify, authorize, minimum necessary, document, release securely.
    • Choose which request should be prioritized (urgent treatment vs routine admin vs unclear authority).
  • Common mistakes:
    • Disclosing information by “confirming” a patient exists—existence itself can be confidential.
    • Forgetting to document disclosures—undocumented releases are hard to defend.
    • Treating de-identification as trivial—partial identifiers can still reveal identity.

6.2.6 Use networks (intranet and internet) according to security and privacy policies and procedures

Most privacy breaches today are network-related: misdirected emails, weak passwords, insecure Wi‑Fi, phishing, or using personal apps for work communication. Understanding the difference between intranet and internet helps you judge risk and choose the correct tool.

Intranet vs internet (and why the difference matters)
  • Intranet: a private internal network used within an organization (or a controlled group). It is usually protected by internal authentication and security controls.
  • Internet: the public global network. Anything sent over it must be treated as higher risk unless protected by strong security measures.

In practice, you often access internal systems (lab information systems, electronic records portals, job tracking) through an intranet or a secure remote connection. When you move data onto the open internet (emailing files, cloud sharing, remote access), security requirements become stricter.

Security behaviors expected when using networks

Policies vary, but the underlying safe practices are consistent:

  1. Use approved systems only

    • Don’t move PHI to personal email, personal cloud drives, or personal messaging apps.
  2. Authenticate properly

    • Use your own account—never share passwords or logins.
    • Use strong passwords/passphrases and any required multi-factor authentication.
  3. Secure transmission

    • Use encrypted channels and approved portals when sending PHI externally.
    • Double-check recipient addresses before sending.
  4. Recognize and avoid phishing/social engineering

    • Treat unexpected links, urgent password-reset requests, and unusual attachments as suspicious.
    • Verify requests through known contact methods, not the message itself.
  5. Safe browsing and downloading

    • Avoid downloading unapproved software or plugins.
    • Keep antivirus/endpoint protection enabled where provided.
Example (intranet vs internet risk)

A lab uses an internal intranet system for case tracking. A technician cannot access it from home, so they photograph the screen and email it to themselves. Even if the intranet is secure, the moment that photo enters a personal email account, it becomes uncontrolled internet-based storage—high risk, likely against policy, and difficult to audit.

Exam Focus
  • Typical question patterns:
    • Identify whether a communication method is appropriate (secure portal vs personal email vs messaging app).
    • Explain why an intranet is not automatically “safe” if users misuse credentials.
    • Spot phishing/red-flag behaviors in a scenario.
  • Common mistakes:
    • Assuming “Wi‑Fi password protected” means secure enough for PHI—public/shared networks can still be unsafe.
    • Sending PHI as an email attachment without using required safeguards.
    • Sharing accounts “just this once,” which breaks accountability and audit trails.

6.2.7 Describe possible consequences of inappropriate use of health information

Consequences are not only legal fines. Inappropriate use can harm patients directly, damage professional careers, and disrupt healthcare services. Understanding consequences helps you take policies seriously and make cautious decisions under pressure.

Patient-level consequences
  • Loss of privacy and dignity: sensitive dental/medical details become known to others.
  • Discrimination or stigma: information about conditions, medications, or treatments can affect how others treat the person.
  • Identity theft and fraud: personal data can be used to open accounts, obtain services, or commit insurance fraud.
  • Safety risks: in some cases, disclosure of address/contact details can create personal safety threats.
Organization-level consequences
  • Loss of trust: patients may avoid care or withhold information, reducing quality of treatment.
  • Financial costs: investigation, legal defense, remediation, notification requirements, and system upgrades.
  • Operational disruption: systems may be taken offline after an incident; workflows slow down.
  • Regulatory sanctions: audits, enforcement actions, or licensing consequences.
Staff-level consequences
  • Disciplinary action: warnings, suspension, termination.
  • Professional consequences: complaints to licensing bodies, limits on practice, loss of registration.
  • Civil liability: being named in lawsuits in some situations.
  • Criminal consequences: where access or disclosure is intentional, fraudulent, or otherwise criminal.
Example (small action, big outcome)

A staff member searches a famous person’s dental record “just to see” and tells a friend. Even without posting online, the act may trigger:

  • internal discipline (unauthorized access),
  • professional misconduct proceedings,
  • legal action due to confidentiality breach,
  • reputational harm to the clinic/lab.
Exam Focus
  • Typical question patterns:
    • List likely consequences at the patient, staff, and organization levels.
    • Identify which consequence is most immediate in a scenario (disciplinary vs legal vs clinical harm).
    • Explain how breaches reduce care quality through loss of patient trust.
  • Common mistakes:
    • Focusing only on “fines” and missing patient harm and professional discipline.
    • Assuming intent is required—careless handling can still produce serious consequences.
    • Minimizing “access only” incidents—unauthorized viewing can be a breach even without sharing.

6.2.8 Implement administrative, physical and technical safeguards to maintain data integrity and validity

Safeguards are the practical controls that turn privacy principles into daily habits. They also protect data integrity (data is accurate and not improperly changed) and data validity (data makes sense, matches rules/constraints, and is fit for its intended use).

Why integrity and validity matter in dental technology

In a dental lab, inaccurate or corrupted information can lead to real clinical harm:

  • wrong tooth number or shade,
  • incorrect patient matching,
  • incorrect material selection,
  • remakes, delays, and patient discomfort.

Security is not only about stopping outsiders. It is also about preventing errors, controlling changes, and ensuring the right information is available when needed.

Administrative safeguards (people and process controls)

Administrative safeguards are policies and procedures that shape behavior.

Key examples:

  • Policies and training: onboarding training on confidentiality, phishing, and secure handling of case data.
  • Role definitions and access authorization: who can access what systems and why.
  • Incident response procedures: how to report, contain, and document breaches.
  • Confidentiality agreements: clear expectations and accountability.
  • Data governance: defining data owners, retention rules, and approved communication methods.

What goes wrong: organizations sometimes rely on a policy document alone. If staff are not trained and audited, the “policy” won’t prevent routine workarounds.

Physical safeguards (protect the environment)

Physical safeguards protect paper records, devices, and workspaces.

Examples in clinics/labs:

  • locked storage for work tickets containing identifiers
  • secure disposal (shredding) for documents with PHI
  • restricted areas (badge access) for production spaces with case documents
  • screen privacy (position monitors away from public view)
  • device security (locking cabinets for laptops, controlled USB use)

What goes wrong: leaving case tickets on benches, models labeled with full names visible to visitors, or unlocked rooms after hours.

Technical safeguards (technology controls)

Technical safeguards are built into systems.

Common controls:

  • Unique user IDs and strong authentication
  • Access control (role-based permissions)
  • Encryption for data in transit and, where required, at rest
  • Automatic screen lock and session timeouts
  • Backups and recovery to prevent data loss or ransomware damage
  • Version control/change tracking so edits are attributable and recoverable
  • Input validation (reducing invalid entries, e.g., impossible dates, required fields)

What goes wrong: shared accounts, weak passwords, and uncontrolled file copying to USB drives—which breaks auditability and increases leak risk.

Example (connecting safeguards to integrity)

A case file is edited: tooth number changed from 11 to 21 without explanation. If the system uses unique logins, edit permissions, and audit logs, you can detect who changed it and revert if needed. Without safeguards, you may not even realize an error occurred until the prosthesis doesn’t fit.

Exam Focus
  • Typical question patterns:
    • Classify a control as administrative, physical, or technical.
    • Explain how safeguards protect integrity (prevent unauthorized alteration) and validity (prevent nonsensical/incorrect data).
    • Apply the right safeguard to a scenario (e.g., lost USB drive, unlocked workstation, misfiled paper ticket).
  • Common mistakes:
    • Treating encryption as the only solution—many breaches are caused by human workflow errors.
    • Forgetting physical security (paper, labels, printed photos) when focusing on “cybersecurity.”
    • Assuming backups alone ensure integrity—backups help recovery, but access control prevents bad changes in the first place.

6.2.9 Describe elements included in audit trails and data quality monitoring program design

Security and privacy programs must be provable—you need evidence of what happened, who did it, and whether data remains trustworthy. That’s what audit trails and data quality monitoring provide.

Audit trails: what they are and why they matter

An audit trail is a record of system activity that allows you to reconstruct events. In health information systems, audit trails support:

  • detecting inappropriate access (privacy),
  • investigating incidents (security),
  • demonstrating compliance (regulatory),
  • protecting integrity (tracking changes).

A common misconception is that “audit trails prevent breaches.” Audit trails don’t prevent by themselves—they deter, detect, and support investigation.

Core elements of a well-designed audit trail

A useful audit trail is specific, time-stamped, and attributable. Typical elements include:

  • User identifier (unique ID, not a shared account)
  • Date and time stamp (reliable system time)
  • Patient/case/record identifier accessed
  • Action performed (viewed, created, edited, deleted, printed, exported)
  • Source/location (workstation ID, IP address, device ID, or terminal)
  • Outcome/status (successful login, failed attempt, access denied)
  • Reason/purpose field (in some systems, users select a purpose such as treatment/operations)

Design considerations:

  • Integrity of logs: logs should be protected from tampering (restricted access, secure storage).
  • Retention: keep logs for the period required by policy/regulation.
  • Reviewability: logs must be searchable and usable, not just stored.
Data quality monitoring programs: what they do

A data quality monitoring program is an ongoing set of checks to ensure data stays accurate, complete, consistent, and timely.

In dental technology workflows, quality monitoring reduces remake rates and prevents patient safety issues.

Common data quality dimensions:

  • Accuracy: correct values (right patient, right tooth).
  • Completeness: required fields filled (shade, material, due date).
  • Consistency: same information matches across systems (case ticket vs digital file name).
  • Timeliness: updates occur when they should (status changes, delivery dates).
  • Validity: values conform to rules (tooth numbers within acceptable range, dates in correct format).
Elements of an effective monitoring program

A strong program has structure, not just occasional spot-checks:

  1. Defined data standards

    • Naming conventions for scan files
    • Required fields in lab prescriptions
    • Standard abbreviations to avoid misinterpretation
  2. Data validation controls

    • Mandatory fields in electronic forms
    • Drop-down selections to reduce free-text errors
    • Range checks and format checks
  3. Routine audits and exception reporting

    • Reports that flag missing shade, mismatched patient IDs, unusually frequent edits, or repeated access denials
  4. Error correction workflow

    • How errors are corrected, who approves changes, and how corrections are documented
  5. Performance indicators and feedback loops

    • Tracking error types (e.g., most common missing field)
    • Training updates based on observed patterns
  6. Governance and accountability

    • Assign who owns data quality (not “everyone,” but specific roles)
Example (audit trail + quality monitoring in action)

A monitoring report flags that several cases have scan files exported multiple times late at night from a single workstation. The audit trail reveals repeated exports by a user account that was supposed to be inactive. This supports a targeted response: disable the account, investigate whether credentials were shared, and assess whether any PHI left the organization.

Exam Focus
  • Typical question patterns:
    • List the key fields that must appear in an audit trail and explain their purpose.
    • Interpret a short log snippet conceptually (who accessed what, when, and what action occurred).
    • Propose data quality checks for a lab workflow (required fields, validation rules, exception reports).
  • Common mistakes:
    • Leaving out the “who/when/what” triad—an audit trail without unique user ID or timestamp is weak.
    • Designing logs that can be edited by ordinary users—logs must be protected.
    • Confusing data quality monitoring with privacy auditing—quality focuses on correctness/fitness; privacy auditing focuses on appropriate access and disclosure (they overlap but are not identical).