Hospital Operations Management

Chapter 5
Clinical Department and Theatre Operations

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Clinical Department and Theatre Operations

Introduction and Context

Clinical departments are the operational core of a hospital. Emergency services, outpatient clinics, inpatient units, intensive care units (ICUs), operating theatres, diagnostic services and pharmacies must function as an integrated system rather than as isolated departments. A delay, omission or communication failure in one area can create congestion, clinical risk and financial loss throughout the hospital.

Clinical operations management is concerned with coordinating people, processes, information, equipment and facilities so that patients receive safe, timely, effective and continuous care. The operations manager must balance competing objectives: access, quality, safety, efficiency, staff workload, patient experience and regulatory compliance.

The central operational principle is that patient flow must be managed across the entire care pathway. This includes arrival and triage, assessment, diagnosis, treatment, admission or discharge, referral, follow-up and, where necessary, rehabilitation or palliative care. Theatre operations add further complexity because they involve high-cost resources, multidisciplinary teams, strict scheduling requirements and significant risks associated with infection, anaesthesia and surgery.

Learning Objectives

By the end of this chapter, the learner should be able to:

  1. Explain the operational relationships among emergency, outpatient, inpatient, intensive care, theatre, diagnostic and pharmacy services.
  2. Design practical approaches to scheduling, capacity management and patient flow.
  3. Interpret turnaround time, utilisation, waiting time and other operational indicators.
  4. Apply safe handoff and multidisciplinary coordination principles.
  5. Explain the operational requirements of operating theatres and perioperative services.
  6. Analyse continuity-of-care risks and propose improvement measures.
  7. Discuss governance, ethical, regulatory and technological issues in clinical operations.

1. The Clinical Operations System

A hospital may be understood as a network of interdependent service lines. Each service has its own professional responsibilities, but patient care crosses departmental boundaries. For example, a patient arriving at the emergency department may require laboratory testing, imaging, pharmacy support, admission to a ward, transfer to the ICU or urgent surgery.

Important system characteristics include:

  • Interdependence: Departmental performance affects other departments.
  • Variability: Arrival patterns, case severity, procedure duration and discharge times are uncertain.
  • Resource intensity: Care depends on specialised staff, beds, theatres, equipment and information systems.
  • Time sensitivity: Delays may worsen clinical outcomes, particularly in emergency and critical care.
  • Risk concentration: Medication errors, wrong-patient procedures, infection and communication failures can cause serious harm.
  • Continuity requirements: Information, responsibility and treatment plans must follow the patient.

A useful operational distinction is between flow and stock. Flow refers to patients, specimens, information, medicines and equipment moving through the system. Stock refers to patients waiting, occupied beds, pending laboratory tests, supplies and unfinished documentation. Excess stock commonly indicates a bottleneck.

The patient-flow pathway

A general pathway is:

Arrival → Registration and prioritisation → Clinical assessment → Diagnostic and therapeutic intervention → Decision: discharge, referral or admission → Ongoing care → Discharge and follow-up

The pathway is not linear in every case. Patients may return to earlier stages for reassessment, require escalation to critical care or move between diagnostic, procedural and inpatient areas. Effective coordination therefore requires visible information about patient status, pending actions, risks and responsible staff.

2. Emergency Department Operations

The emergency department (ED) must respond to unscheduled demand while preserving readiness for life-threatening events. Its operational design normally includes reception, triage, resuscitation, assessment areas, treatment spaces, observation, diagnostics, consultation and discharge or admission processes.

Triage and prioritisation

Triage is a structured process for determining urgency, not simply the order of arrival. It uses presenting symptoms, physiological observations, mechanism of injury, risk factors and clinical judgement. The objective is to identify patients requiring immediate intervention while directing lower-risk patients to appropriate streams.

Triage should be performed by trained personnel using an approved clinical system. It must be reassessed when the patient’s condition changes or when waiting becomes prolonged. A triage category is not a final diagnosis and must not prevent escalation.

Emergency flow and bottlenecks

Common ED bottlenecks include:

  • delayed triage or registration;
  • insufficient treatment spaces;
  • slow laboratory or imaging results;
  • delayed specialist review;
  • lack of inpatient beds;
  • delayed medication preparation;
  • transport and porter constraints; and
  • delayed discharge documentation or follow-up arrangements.

The ED may therefore experience crowding even when its own staff are working efficiently. The hospital must manage the entire access block, especially the interface between ED and inpatient units.

Operational controls

Useful controls include rapid assessment zones, streaming by acuity, senior early decision-making, observation units, escalation protocols, real-time bed management and discharge planning from the point of admission. The hospital should define triggers for crowding escalation, such as excessive waiting, ambulance queues, high occupancy or inability to place admitted patients.

3. Outpatient Department Operations

Outpatient services manage scheduled consultations, follow-up visits, procedures and referrals without overnight admission. Their performance depends on appointment design, clinical availability, registration, consultation rooms, diagnostic access and communication with patients.

Scheduling principles

A schedule should match demand with available clinical capacity. Important variables include appointment duration, clinician working hours, room availability, expected non-attendance, case complexity and urgent-access requirements. A schedule based only on the nominal number of appointment slots may fail if complex cases regularly exceed the allocated time.

Appointment systems may use fixed intervals, variable-length slots, block scheduling, pooled clinics or protected urgent capacity. Overbooking can compensate for predictable non-attendance, but excessive overbooking increases waiting and reduces patient safety.

Managing outpatient waiting

Waiting occurs before registration, before consultation, between consultations and while awaiting tests or prescriptions. Managers should distinguish the location and cause of waiting rather than reporting only total time. Patients should receive accurate information about delays and priority should remain clinically appropriate.

A balanced outpatient dashboard may include:

DimensionExample indicator
AccessTime from referral to first appointment
TimelinessMedian arrival-to-consultation time
ReliabilityPercentage of clinics starting on time
CapacityCompleted consultations per session
ExperiencePatient-reported waiting and communication
SafetyUnreviewed results or delayed follow-up

4. Inpatient Operations and Bed Management

Inpatient operations coordinate admission, nursing care, medical review, diagnostics, treatment, transfers and discharge. Bed management is not merely the allocation of physical space; it is the coordination of clinical capability, staffing, infection-control requirements and patient needs.

Admission and placement

Patients should be placed according to clinical need, isolation requirements, gender or privacy policies where applicable, staffing capability, specialty and expected length of stay. A bed labelled “available” may not be operationally usable if it requires cleaning, maintenance, staffing or equipment preparation.

Daily multidisciplinary coordination

A structured daily huddle or board round should review:

  • current patient location and acuity;
  • expected discharges and barriers;
  • pending tests and consultations;
  • escalation or deterioration risks;
  • transfers to higher or lower acuity care;
  • equipment and staffing constraints; and
  • actions, owners and deadlines.

Discharge planning should begin early. It may involve medication reconciliation, transport, home-care arrangements, patient education, follow-up appointments and communication with primary or community services.

Capacity and occupancy measures

A common occupancy measure is:

Occupancy rate (%) = (Occupied bed-days ÷ Available bed-days) × 100

Occupied bed-days are the total number of days beds were occupied during a defined period. Available bed-days are the number of staffed and usable beds multiplied by the number of days in that period. The measure assumes that the definition of an available bed is consistent. Very high occupancy may reduce resilience and increase delays, while very low occupancy may indicate inefficient use of resources. Occupancy must therefore be interpreted with case mix, staffing and access-block data.

For example, if a unit records 270 occupied bed-days and has 10 staffed beds over 30 days, available bed-days are 300. The occupancy rate is 90%.

5. Intensive Care Unit Operations

The ICU provides continuous monitoring and advanced organ support for patients with life-threatening illness. It requires specialised staff, high nurse-to-patient ratios, monitoring systems, ventilators, infusion devices, infection-prevention measures and rapid access to diagnostics and consultants.

ICU coordination

ICU operations include admission criteria, prioritisation, daily review, escalation and de-escalation, transfer planning and end-of-life care. ICU admission should be based on clinical need and the likely benefit of critical care, within applicable law and institutional policy. Bed allocation must consider staffing and equipment, not just physical space.

Handoffs and escalation

A deteriorating ward patient requires a clear escalation pathway. The handoff should communicate the clinical concern, relevant observations, interventions already provided, response to treatment and requested action. ICU discharge requires equal care: the receiving ward must understand current treatment, lines and devices, medication changes, monitoring needs, rehabilitation requirements and warning signs.

6. Diagnostic Department Operations

Laboratory, imaging, pathology and other diagnostic services support nearly every clinical area. Their operations include order entry, specimen or patient preparation, collection, transport, testing, verification, reporting and communication of results.

The diagnostic cycle

The diagnostic process has three phases:

  1. Pre-analytical: Correct patient identification, appropriate test selection, preparation, specimen collection, labelling and transport.
  2. Analytical: Testing, calibration, quality control and technical verification.
  3. Post-analytical: Result validation, reporting, clinician review and action, including communication of critical results.

Errors in the pre-analytical and post-analytical phases can be as important as analytical errors. A technically accurate result is not useful if it belongs to the wrong patient or is not acted upon.

Turnaround time

Turnaround time (TAT) is the elapsed time between defined start and end points. Because definitions vary, the organisation must specify whether TAT begins at order entry, specimen collection or laboratory receipt, and whether it ends at result validation, electronic release or clinician acknowledgement.

TAT = End timestamp − Start timestamp

For a specimen collected at 10:15 and a verified result released at 11:05, TAT is 50 minutes. TAT alone does not establish quality; accuracy, critical-result communication and clinical action must also be assessed.

7. Pharmacy Operations

Pharmacy services support procurement, storage, prescribing, dispensing, distribution, medication reconciliation, clinical review and medication-use monitoring. Their operational objective is to ensure the right medicine reaches the right patient at the right dose, route and time, with appropriate information.

Key controls include:

  • formulary and procurement governance;
  • expiry and stock-rotation control;
  • temperature and controlled-drug monitoring;
  • segregation of look-alike and sound-alike medicines;
  • independent checks for high-alert medicines;
  • clear prescription and allergy documentation;
  • medication reconciliation at transitions; and
  • systems for reporting errors and adverse drug events.

Stockout prevention must be balanced against avoiding excessive inventory and wastage. Critical medicines require defined minimum stock, replenishment triggers and contingency arrangements.

8. Operating Theatre and Perioperative Operations

The operating theatre is a high-risk, high-cost environment in which clinical, logistical and technical activities must be synchronised. The perioperative pathway includes preoperative assessment, scheduling, preparation, anaesthesia, surgery, recovery and postoperative transfer.

Theatre planning and scheduling

A theatre schedule should consider procedure duration, surgeon and anaesthesia availability, nursing skill mix, equipment, implants, instrument processing, postoperative bed requirements, isolation needs and emergency capacity. Scheduling only the surgeon’s time is inadequate because theatre performance depends on the whole team and supporting services.

Schedules may include elective lists, emergency access, specialty blocks and protected capacity. A manager should avoid filling every minute of the theoretical day because turnover delays, emergencies, equipment problems and longer-than-planned cases are inevitable.

Perioperative safety checks

A safe surgical pathway includes verification of patient identity, procedure, site, consent, allergies, relevant investigations, blood availability where necessary, implants and equipment. A team briefing before incision and a structured sign-out before leaving theatre help detect discrepancies. The exact checklist should follow approved national or institutional standards.

Theatre flow

Theatre time includes preparation, anaesthesia, procedure, emergence, cleaning and turnover. Turnover is not a single person’s responsibility. It requires coordinated work by clinical staff, porters, environmental services, sterile-processing staff and equipment teams.

Useful theatre indicators include:

  • first-case start-time reliability;
  • on-time starts and late starts;
  • cancellation rate and reasons;
  • procedure duration variance;
  • turnover time;
  • utilisation of staffed theatre time;
  • unplanned returns to theatre; and
  • surgical-site infection indicators.

Theatre utilisation may be represented as:

Theatre utilisation (%) = (Time used for procedures ÷ Available staffed theatre time) × 100

The definition of “time used” must be agreed. Including only incision-to-closure time produces a different measure from one including anaesthesia and cleaning. Utilisation should never be maximised at the expense of safety, staff welfare or emergency readiness.

Cancellations and contingency management

Cancellations may arise from patient factors, inadequate preparation, unavailable equipment, staffing, bed shortages, overrunning lists or emergency demand. Each cancellation should be coded by cause, communicated respectfully to the patient and reviewed for preventability. A contingency plan should identify how emergency cases, equipment failure and postoperative bed shortages will be managed.

9. Handoffs, Communication and Continuity of Care

A handoff is the transfer of information and responsibility from one individual or team to another. It occurs during shift changes, transfers between departments, theatre-to-recovery movement, ICU-to-ward transfer, discharge and referral.

A reliable handoff should include:

  • patient identification;
  • current problem and clinical status;
  • relevant history and risks;
  • assessment findings;
  • actions already taken and response;
  • outstanding tests or tasks;
  • medication and allergy information;
  • escalation criteria; and
  • explicit confirmation of who is responsible next.

Structured tools such as SBAR—Situation, Background, Assessment and Recommendation—can improve consistency, but a tool cannot replace clinical judgement or two-way communication. The receiver should have an opportunity to ask questions and repeat back critical information.

Continuity of care includes informational continuity, management continuity and relational continuity. Patients should not have to repeatedly reconstruct their history, and professionals should understand the agreed treatment plan and its rationale. Discharge summaries should be timely, accurate and understandable to the receiving service and patient.

10. Multidisciplinary Coordination and Governance

Clinical operations require collaboration among doctors, nurses, pharmacists, allied health professionals, administrators, porters, technicians, cleaning staff, engineers and information-technology personnel. Interdisciplinary work is strongest when roles, authority and escalation routes are explicit.

A practical governance structure includes:

  • departmental operational meetings;
  • daily safety and flow huddles;
  • theatre utilisation and cancellation review;
  • morbidity, mortality and incident review;
  • infection-prevention and medication-safety committees;
  • bed-management escalation arrangements; and
  • performance dashboards linked to improvement actions.

Performance data should support learning rather than blame. A high cancellation rate, for example, should prompt examination of booking, preassessment, equipment, staffing and communication processes.

11. Operational Metrics and Improvement

Metrics should be defined, reliable, clinically meaningful and connected to decisions. Common measures include waiting time, length of stay, readmission, cancellation, TAT, bed occupancy, medication turnaround, theatre utilisation and patient experience.

Length of stay is commonly calculated as:

Average length of stay = Total inpatient days ÷ Number of discharges

The definition of an inpatient day and the treatment of admission and discharge dates must be standardised. A shorter average stay is not automatically better if it causes unsafe discharge or readmission.

Managers may use process mapping, root-cause analysis, Plan–Do–Study–Act cycles, Pareto analysis and failure mode and effects analysis. Improvement should begin with a clearly defined problem, baseline data, identified causes, a tested intervention and follow-up measurement.

12. Technology, Data and Artificial Intelligence

Electronic health records, electronic prescribing, barcode medication administration, digital theatre boards, laboratory information systems, radiology systems and bed-management platforms can improve visibility and traceability. Interoperability is essential: information should move accurately across systems and departments.

Artificial intelligence may support demand forecasting, image interpretation, scheduling, deterioration alerts and documentation. However, implementation requires validation, human oversight, cybersecurity, privacy protection, bias assessment and clear accountability. An algorithm should support—not silently replace—clinical and managerial judgement. Poor-quality data can produce apparently precise but unsafe recommendations.

13. Ethical, Legal and Regulatory Considerations

Clinical operations must respect autonomy, informed consent, confidentiality, equity, non-discrimination and professional accountability. Scheduling decisions should not unfairly disadvantage patients because of disability, socioeconomic status, language, age or other protected characteristics.

Important governance responsibilities include:

  • compliance with health-facility licensing and professional standards;
  • valid consent for procedures and information use;
  • confidentiality and controlled access to records;
  • safe handling of controlled medicines and medical devices;
  • infection prevention and occupational safety;
  • incident reporting and duty of candour where applicable; and
  • retention and auditability of clinical records.

Emergency prioritisation is ethically justified by clinical urgency, but criteria should be transparent and consistently applied. Scarce ICU, theatre or diagnostic capacity should be allocated through fair, documented processes rather than informal influence.

Applied Case: Reducing Delays from Emergency Admission to Inpatient Bed

This is an illustrative case.

Background

A 300-bed hospital experienced increasing ED crowding. Many admitted patients remained in ED for more than six hours after the admission decision. Inpatient wards reported frequent late discharges, while the bed-management office received incomplete information about expected discharges.

Problem analysis

A process review showed four main causes: discharge decisions were made late in the day; discharge medications were prepared only after the patient was ready to leave; environmental services received delayed notification; and ward teams used different definitions of “bed available.” Diagnostic results and specialist reviews were also sometimes pending at the time of the admission decision.

Approach

The hospital introduced a daily multidisciplinary flow huddle, a predicted-discharge field in the electronic record, early pharmacy review for likely discharges, standard bed-status definitions and an escalation protocol for patients waiting in ED. Ward teams identified discharge barriers during morning rounds, and the bed manager received updates at fixed times. Safety was protected by requiring clinical confirmation before discharge and by monitoring readmissions and medication discrepancies.

Outcome

After three months, the hospital reported fewer prolonged ED stays, more discharges before midday and improved visibility of bed capacity. Some wards initially experienced increased workload because documentation became more timely. Review showed that the improvement depended not on a single intervention but on coordinated changes across clinical, pharmacy, environmental and administrative processes.

Learning points

  1. ED crowding may be caused by hospital-wide flow failure.
  2. A bed is a resource only when it is clinically suitable, staffed, clean and equipped.
  3. Shared definitions and reliable information are prerequisites for coordination.
  4. Speed must be balanced with safe discharge, medication accuracy and continuity of care.

Challenges and Limitations

Clinical operations cannot be completely standardised because patients and circumstances vary. Demand may be unpredictable, staff may be absent, equipment may fail and emergency cases may displace elective work. Metrics can also create unintended behaviour: excessive pressure to reduce TAT may encourage premature reporting, while maximising theatre utilisation may reduce resilience.

Managers should therefore triangulate quantitative indicators with safety events, patient feedback, staff experience and clinical outcomes. Improvement interventions should be tested locally, monitored for unintended effects and revised when evidence changes.

Best-Practice Principles

  1. Manage the patient pathway across departmental boundaries.
  2. Define operational measures precisely, including start and end points.
  3. Use clinically appropriate triage and escalation systems.
  4. Plan capacity with variability and emergency demand in mind.
  5. Start discharge planning early and coordinate pharmacy and community services.
  6. Treat handoffs as transfers of responsibility, not merely exchanges of information.
  7. Use structured theatre checklists and multidisciplinary briefings.
  8. Review cancellations, delays and incidents by their underlying causes.
  9. Protect privacy, equity, consent and professional accountability.
  10. Use digital and AI tools with validation, human oversight and cybersecurity controls.

Chapter Summary

Clinical department and theatre operations require integrated management of emergency, outpatient, inpatient, intensive care, diagnostic, pharmacy and perioperative services. Effective operations coordinate capacity, staff, information, equipment and patient movement across the complete care pathway.

Emergency operations depend on safe triage, rapid assessment and hospital-wide management of access block. Outpatient performance requires realistic scheduling and attention to the causes of waiting. Inpatient and ICU operations depend on bed capability, multidisciplinary review, escalation and early discharge planning. Diagnostic services must control pre-analytical, analytical and post-analytical risks. Pharmacy operations protect medication availability, accuracy and safety.

Operating theatres require coordinated scheduling, patient and procedure verification, equipment readiness, turnover management, emergency capacity and postoperative planning. Handoffs and continuity of care preserve information and responsibility at every transition. Metrics such as occupancy, turnaround time, length of stay and theatre utilisation are useful only when definitions are consistent and measures are interpreted alongside safety and quality outcomes. Governance, ethical practice, privacy, equity and responsible technology use are essential to sustainable clinical operations.

Key Terms

Clinical operations: Coordination of resources and processes supporting patient care.

Triage: Clinical prioritisation according to urgency and risk.

Access block: Delay in transferring a patient to the appropriate next level of care.

Patient flow: Movement of patients through assessment, treatment, admission and discharge.

Bed occupancy: Proportion of available bed capacity occupied during a defined period.

Available bed-day: One staffed and usable bed available for one day.

Turnaround time: Elapsed time between defined operational start and end points.

Handoff: Transfer of patient information and responsibility between professionals or teams.

Continuity of care: Consistency of information, management and relationships across care settings.

Multidisciplinary team: Professionals from different disciplines coordinating care.

Perioperative care: Care before, during and after a surgical procedure.

Theatre utilisation: Use of available staffed operating-theatre time for procedures.

Turnover time: Time required to prepare a theatre between cases.

Medication reconciliation: Comparing medication information across transitions to identify discrepancies.

Critical result: A diagnostic result requiring urgent communication and action.

Access block: Delay caused when the next required service or bed is unavailable.

Escalation: Progression to a higher level of clinical review or support.

Root-cause analysis: Structured examination of underlying contributors to an event or problem.

Interoperability: Ability of information systems to exchange and use information accurately.

High-alert medicine: Medicine with a heightened risk of serious harm if used incorrectly.

Review Questions

Short Answer Questions

  1. What is the purpose of triage in an emergency department?
  2. Define turnaround time and explain why its start and end points must be specified.
  3. Identify four elements that should be included in a safe clinical handoff.
  4. What is the difference between a physical bed and an operationally available bed?
  5. Name the three phases of the diagnostic testing cycle.

Long Answer Questions

  1. Explain how emergency, inpatient and diagnostic operations interact to influence patient flow.
  2. Discuss the principal operational requirements of an operating theatre.
  3. Explain how early discharge planning can reduce hospital congestion without compromising safety.
  4. Evaluate the role of pharmacy operations in continuity of care and medication safety.
  5. Discuss the benefits and limitations of using operational metrics in clinical departments.

Analytical / Application Questions

  1. An ED has many admitted patients waiting for beds, while wards report high workload and late discharges. Analyse the likely system causes and propose a coordinated improvement plan.
  2. A theatre has frequent cancellations caused by missing equipment, unavailable postoperative beds and incomplete consent. Design a monitoring and governance approach to reduce preventable cancellations.
  3. A hospital introduces an AI tool to predict ICU deterioration. Identify the clinical, ethical, data-governance and operational safeguards required before implementation.

Multiple Choice Questions with Answers

Question 1

Which statement best describes triage?

A. Treating patients strictly in order of arrival

B. Prioritising patients according to urgency and clinical risk

C. Assigning patients to wards after discharge

D. Determining the final diagnosis before assessment

Correct Answer: B. Prioritising patients according to urgency and clinical risk

Question 2

A unit records 270 occupied bed-days and has 10 staffed beds over 30 days. What is its occupancy rate?

A. 80%

B. 85%

C. 90%

D. 95%

Correct Answer: C. 90%

Question 3

Which activity belongs to the post-analytical phase of diagnostic operations?

A. Specimen labelling

B. Patient preparation

C. Instrument calibration

D. Communication of a critical result

Correct Answer: D. Communication of a critical result

Question 4

What does TAT measure?

A. The number of patients treated per day

B. Elapsed time between defined operational start and end points

C. The proportion of occupied beds

D. The percentage of cancelled procedures

Correct Answer: B. Elapsed time between defined operational start and end points

Question 5

Which item is most appropriate for a structured handoff?

A. Only the patient’s name

B. Only the diagnosis

C. Current status, outstanding tasks and responsibility for next action

D. A financial estimate of treatment cost

Correct Answer: C. Current status, outstanding tasks and responsibility for next action

Question 6

Which factor should be considered when scheduling an operating-theatre list?

A. Only the surgeon’s availability

B. Procedure duration, equipment, staffing and postoperative bed needs

C. Only the number of waiting patients

D. The order in which instruments were purchased

Correct Answer: B. Procedure duration, equipment, staffing and postoperative bed needs

Question 7

A theatre has 420 minutes of available staffed time and procedures use 315 minutes. What is utilisation?

A. 65%

B. 70%

C. 75%

D. 80%

Correct Answer: C. 75%

Question 8

Which is an example of informational continuity?

A. A patient receiving the same meal every day

B. Accurate transfer of treatment history and pending tasks to the next team

C. Increasing the number of theatre rooms

D. Reducing the pharmacy inventory

Correct Answer: B. Accurate transfer of treatment history and pending tasks to the next team

Question 9

Why should theatre utilisation not be maximised without limits?

A. High utilisation always reduces quality

B. It may reduce resilience and compromise emergency readiness or safety

C. It eliminates the need for scheduling

D. It prevents all cancellations

Correct Answer: B. It may reduce resilience and compromise emergency readiness or safety

Question 10

Which safeguard is particularly important when introducing an AI deterioration-alert system?

A. Removing all clinician review

B. Using the system without validating its data

C. Human oversight, validation, privacy protection and bias assessment

D. Allowing the algorithm to make undisclosed decisions

Correct Answer: C. Human oversight, validation, privacy protection and bias assessment

Hospital Operations Management
Chapter 5 of 15