Talent Sourcing, Recruitment and Selection

Introduction and Context

Health-care organizations depend on people whose decisions directly affect safety, access, experience, cost, and clinical outcomes. Recruiting a nurse, physician, pharmacist, therapist, health-information specialist, or hospital administrator is therefore not simply an administrative transaction. It is a risk-sensitive managerial process that must connect workforce strategy with professional standards, organizational values, labor-market realities, and patient interests.

Talent sourcing concerns how an organization identifies and attracts potential applicants. Recruitment converts organizational opportunity into applicant interest and applications. Selection evaluates applicants and makes a defensible appointment decision. These activities should be designed as one integrated system rather than as isolated tasks. A weak employer image may reduce the applicant pool; poorly designed screening may exclude qualified candidates; unstructured interviews may amplify bias; and inadequate credential verification may expose patients and the organization to serious harm.

In health care, selection decisions have an additional characteristic: many roles are regulated. Appointment may depend on education, registration, licensure, scope of practice, supervised experience, continuing competence, immunization, occupational health clearance, and background checks. Requirements vary by jurisdiction and profession; consequently, managers must use current legal and professional guidance rather than assumptions or outdated checklists.

Learning Objectives

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

1. Distinguish talent sourcing, recruitment, screening, selection, and appointment.
2. Design an inclusive employer-branding and sourcing strategy for health-care roles.
3. Construct job-related screening criteria and structured selection procedures.
4. Explain validity, reliability, fairness, and adverse impact in selection.
5. Apply structured interviews, work samples, assessment centres, and reference checks appropriately.
6. Design proportionate systems for credential, licensure, identity, and background verification.
7. Evaluate ethical, legal, technological, and governance risks in hiring.
8. Use selection evidence and workforce analytics to improve decisions without reducing candidates to numbers.

1. The Strategic Architecture of Health-Care Hiring

A useful hiring architecture begins with workforce planning. Managers identify the work to be performed, the capability required, the supply of available talent, and the consequences of vacancy or mis-hire. A role profile should distinguish essential duties from desirable attributes. For example, safe medication administration may be an essential capability for a registered nurse, whereas experience with a particular electronic record may be desirable if training is available.

The main stages are:

The sequence is not always strictly linear. Internal candidates, urgent staffing needs, and scarce specialists may require parallel activity. Nevertheless, each decision should be traceable to documented job requirements and evidence.

Job analysis and competency design

Job analysis identifies tasks, responsibilities, work context, performance standards, risks, and relationships. It can use observation, interviews with jobholders and supervisors, document analysis, critical incidents, and review of professional standards. Competencies should be expressed behaviorally. “Excellent communicator” is vague; “explains treatment options in plain language, checks understanding, and documents consent-related communication” is more assessable.

A health-care competency profile commonly includes:

• technical or clinical knowledge;
• practical skills and safe use of equipment;
• communication and teamwork;
• ethical judgment and respect for privacy;
• cultural humility and inclusive practice;
• digital and information-management capability;
• reliability, learning agility, and professional accountability.

Competencies must not become an unnecessarily long wish list. Every criterion should have a defensible relationship with performance, safety, or lawful practice.

2. Employer Branding and Inclusive Attraction

Employer branding is the organization’s reputation and communicated identity as a place to work. It includes the employee value proposition (EVP): the credible combination of work meaning, leadership, development, compensation, flexibility, recognition, safety, inclusion, and career opportunity offered in exchange for contribution.

An effective EVP is not merely a slogan. It must be supported by employment experience. Advertising a “supportive culture” while tolerating incivility creates a psychological contract breach and may increase turnover. Health-care employer branding is especially influenced by perceived staffing levels, leadership quality, professional autonomy, patient-care standards, scheduling, psychological safety, and opportunities for learning.

Inclusive branding requires both representation and accessibility. Organizations should:

• use clear, gender-neutral and jargon-limited language;
• state essential requirements separately from preferred requirements;
• provide reasonable adjustments and accessible application routes;
• show diverse employees in authentic rather than tokenistic ways;
• communicate flexible or predictable scheduling where genuinely available;
• describe development and supervision honestly;
• use multiple channels to reach underrepresented groups;
• monitor whether selection criteria unnecessarily exclude career changers, internationally educated professionals, disabled applicants, or people with non-linear careers.

Inclusion does not mean lowering safety or professional standards. It means identifying valid standards, offering equitable opportunity to demonstrate them, and removing irrelevant barriers. For example, a requirement for a specific software brand may be inappropriate when the underlying requirement is general digital competence and the system can be learned.

3. Talent Sourcing Strategies

Sourcing can be internal, external, relational, digital, educational, or community-based. Internal mobility supports retention and institutional knowledge but can narrow the diversity of experience. External recruitment expands the market but may be slower and more expensive. Referrals can provide useful information, yet overreliance on personal networks may reproduce existing demographic patterns.

A sourcing strategy should specify the target labor market, message, channel, timeline, budget, and success measure. Common channels include professional associations, accredited educational institutions, public employment services, specialist recruiters, career websites, social platforms, employee referrals, return-to-practice programs, and international recruitment partners. Each channel should be evaluated for reach, quality, cost, accessibility, and equity.

A basic sourcing funnel may be monitored as follows:

The formula describes movement between stages such as applicants to screened candidates or screened candidates to interviews. It is a descriptive metric, not proof of quality. A high conversion rate may reflect weak screening, while a low rate may reflect an unrealistic advertisement.

Useful measures include time to fill, qualified applicants per vacancy, source yield, candidate withdrawal, offer acceptance, cost per hire, representation at each stage, early turnover, and subsequent performance. Metrics should be disaggregated where lawful and ethically appropriate, while protecting privacy and avoiding small-cell identification.

4. Screening: From Eligibility to Evidence

Screening is the systematic review of applications against predetermined criteria. It should not be confused with selection of the “most impressive” résumé. A defensible screening system uses a screening guide, records evidence, and distinguishes:

1. Minimum eligibility: mandatory license, education, work authorization, or other lawful requirement.
2. Essential capability: knowledge, skill, or experience required for safe performance.
3. Preferred capability: useful but trainable or nonessential attributes.
4. Red flags requiring clarification: unexplained inconsistencies, unverifiable claims, or conflicts with stated requirements.

Automatic rejection based on keyword matching can be harmful. Candidates may describe equivalent experience differently, and résumé gaps may reflect caregiving, illness, migration, or labor-market conditions. Automated tools should assist review rather than make unreviewable decisions.

A scoring rubric can improve consistency. For example, each competency may be rated from 1 (little evidence) to 5 (strong, relevant evidence), with behavioral anchors. Weighting may be justified when one competency is more consequential, but weights should be job-related and approved before reviewing applicants. The organization should retain an audit trail showing the criteria, evidence, reviewer, and decision.

5. Validity, Reliability, Fairness, and Adverse Impact

Selection quality has several dimensions.

Validity concerns whether evidence supports the intended interpretation and use of an assessment. A selection test may have evidence of relation to job performance, but validity is not a permanent property of the test alone; it depends on the job, population, administration, and decision use. Evidence may include content alignment, relationships with relevant performance measures, and whether the assessment adds useful information beyond existing evidence.

Reliability concerns consistency. An interview with different questions and different standards for each candidate has low procedural reliability. A rating scale may be reliable but invalid if it consistently measures irrelevant characteristics. Reliability is necessary but not sufficient for valid selection.

Fairness concerns equitable treatment and defensible interpretation across groups. Fairness includes accessibility, consistent administration, opportunity to demonstrate competence, and examination of differential outcomes. Equal treatment is not always equitable treatment: a reasonable adjustment may be required to provide an equivalent opportunity.

Adverse impact refers to disproportionate exclusion of a protected or legally recognized group. A commonly used screening diagnostic is the selection-rate ratio:

where selection rate equals the number selected divided by the number considered in that group. This ratio is a screening indicator, not a universal legal test. Its interpretation depends on jurisdiction, sample size, stage of selection, job requirements, and applicable law. A disparity should trigger investigation of job-relatedness, accessibility, scoring patterns, and possible alternative procedures—not automatic abandonment of a valid standard or automatic justification of the disparity.

Validity studies are strengthened by clear job analysis, standardized administration, adequate samples, reliable performance criteria, and periodic review. Criterion contamination should be avoided: performance ratings should not be based on factors unrelated to the selection evidence, such as favoritism or unequal access to overtime.

6. Structured Interviews and Other Assessment Methods

The unstructured interview is attractive because it feels conversational, but it is vulnerable to first-impression effects, similarity bias, halo effects, contrast effects, confirmation bias, and inconsistent probing. A structured interview improves comparability by using the same core questions, consistent prompts, anchored rating scales, trained panelists, and documented evidence.

A robust interview design follows these steps:

1. Identify competencies from job analysis.
2. Develop behavioral, situational, or technical questions.
3. Define what strong, acceptable, and weak evidence looks like.
4. Train interviewers in probing, note-taking, confidentiality, and bias control.
5. Ask candidates the same core questions in the same order where practicable.
6. Rate independently before panel discussion.
7. Record evidence rather than impressions.
8. Apply a pre-established decision rule and document exceptions.

Behavioral questions ask about past conduct, for example: “Describe a time you identified a patient-safety risk and what you did.” Situational questions ask what the candidate would do in a defined scenario. Technical questions may assess clinical reasoning, but they must be within the lawful scope of the role and should not require candidates to disclose confidential information from previous employment.

Other methods include:

• Work samples: candidates perform realistic tasks, such as prioritizing a patient list or documenting a simulated interaction. They often have strong face validity but require standardized scoring.
• Knowledge tests: useful when factual knowledge is essential; questions must reflect current practice and not reward trivia.
• Assessment centres: combine exercises such as role-play, case analysis, and group tasks. They can be resource-intensive and require trained assessors.
• Reference checks: should verify relevant employment information and job-related behavior, subject to privacy and local law.
• Situational judgment tests: present realistic dilemmas and assess choices or written reasoning. They can evaluate judgment and professionalism but require careful construction.

No single method should carry more weight than its evidence and suitability justify. Combining complementary methods can improve decision quality, but adding assessments indiscriminately increases candidate burden and may reduce accessibility.

Worked application: a structured interview score

Suppose a panel assesses communication, safety judgment, teamwork, and learning agility, each on a 1–5 anchored scale. The organization assigns weights of 30%, 30%, 25%, and 15%, respectively. A candidate receives scores of 4, 5, 4, and 3.

The weighted score is:

The result is 4.15 out of 5. The calculation assumes that ratings are meaningfully comparable, weights were set before decisions, and the competencies are sufficiently distinct. The score should support—not replace—professional judgment, verification of minimum requirements, and consideration of documented evidence.

7. Credential Verification, Licensure, and Background Checks

Credentialing is a patient-safety control. Before appointment, the organization should verify identity, education, registration or licensure, scope of practice, employment history where relevant, references, and any conditions or restrictions that lawfully affect practice. Verification should be completed through authoritative sources, with candidate consent where required. A photocopy of a certificate alone may not establish current validity.

A practical control system includes:

• a role-specific verification matrix;
• primary-source or authoritative-register checks where available;
• confirmation of expiry dates, conditions, and scope;
• escalation procedures for discrepancies;
• documented reviewer, date, source, and outcome;
• secure retention and restricted access;
• re-verification at defined intervals or when role conditions change.

Background checks must be necessary, proportionate, accurate, and legally permitted. Criminal history should not be treated as a simple proxy for trustworthiness. Organizations should consider relevance to the role, time elapsed, evidence of rehabilitation, jurisdictional rules, and the candidate’s opportunity to correct errors. Health information, disability, pregnancy, family status, religion, political views, and other protected or sensitive information should not be collected unless there is a lawful, necessary, and carefully governed reason.

Internationally educated professionals may require assessment of equivalence, language proficiency, registration, immigration status, and local practice requirements. These processes should be transparent and should not confuse accent or unfamiliarity with lack of competence. Where bridging or supervised practice is appropriate, it should be clearly explained.

8. Ethical and Governance Principles

Ethical hiring balances organizational interests with candidate dignity and patient welfare. Core principles include:

• Respect: communicate honestly, protect confidentiality, and avoid humiliating assessments.
• Justice: provide equitable access and use job-related criteria.
• Beneficence and non-maleficence: select people capable of safe care and avoid preventable hiring harm.
• Transparency: explain stages, timelines, essential requirements, and appeal or feedback arrangements where applicable.
• Accountability: assign decision rights, maintain records, and enable audit.
• Proportionality: do not collect or test more information than necessary.

Conflicts of interest require management. A panel member with a close personal relationship with an applicant should disclose it and, where appropriate, recuse themselves. Nepotism, favoritism, undisclosed referral influence, and pressure to appoint an unsuitable candidate undermine both fairness and safety.

Data governance should cover purpose limitation, access controls, retention, secure transmission, correction of inaccurate data, and lawful disposal. Candidates should know how their information is used, especially when vendors or algorithmic tools are involved.

9. Technology and Artificial Intelligence in Selection

Applicant-tracking systems can improve workflow, communication, documentation, and reporting. AI-supported tools may rank résumés, generate interview prompts, transcribe interviews, or identify patterns. Their use creates significant governance obligations. Historical hiring data may encode past discrimination; proxy variables may reproduce protected characteristics; automated scoring may be difficult to explain; and errors may disproportionately affect candidates with atypical career histories or disabilities.

Before deployment, managers should ask:

1. What job-related construct is the tool measuring?
2. What evidence supports validity in this role and applicant population?
3. Can candidates access accommodation and human review?
4. Are data sources accurate, necessary, secure, and lawfully obtained?
5. Can the organization explain an outcome and correct an error?
6. Are subgroup outcomes monitored across every decision stage?
7. Does a trained human retain meaningful accountability?

AI should not make unsupervised final decisions about suitability for patient-facing work. Vendor assurances are not substitutes for internal validation, impact assessment, privacy review, and continuous monitoring. A tool that increases speed but decreases fairness, transparency, or safety is not an improvement.

10. A Practical Selection System

A high-integrity system can be implemented through the following cycle:

Define. Conduct job analysis and identify essential, preferred, and legally required criteria.

Attract. Develop a truthful EVP and accessible, inclusive vacancy communication.

Source. Use multiple channels and monitor reach and quality rather than relying on one network.

Screen. Apply a documented rubric and separate eligibility from comparative assessment.

Assess. Use structured interviews and complementary methods aligned with competencies.

Verify. Complete identity, qualification, license, registration, reference, and proportionate background checks.

Decide. Use evidence, independent ratings, conflict-of-interest controls, and documented approval.

Appoint and onboard. Make offers conditional where appropriate, define scope and supervision, and ensure safe induction.

Evaluate. Review candidate experience, diversity patterns, time and cost, early attrition, probation outcomes, performance, and patient-safety indicators. Evaluation must not infer that a single hiring metric proves causal effectiveness. Trends should prompt inquiry and improvement.

Illustrative Case: Recruiting Community Nurses

Background

A fictional regional health service, Riverbend Health, must recruit 20 community nurses. Previous campaigns produced many applications but few candidates who completed credential checks. New hires also reported that the job advertisement overstated flexibility and understated travel requirements.

Problem

The organization faces delayed appointments, inconsistent screening, and reputational damage. Managers disagree about whether to lower experience requirements or increase recruitment advertising.

Analysis

A review shows that the job description combines essential registration and clinical-safety requirements with unnecessary preferences for a specific electronic record and a particular local employer. The interview uses different questions for each candidate, and panelists record general impressions. Credential verification begins only after a preferred candidate is selected. The organization has not examined outcomes by recruitment source or candidate demographic group.

Approach and solution

Riverbend conducts a job analysis with nurses, supervisors, patients, and workforce staff. It separates essential requirements from trainable capabilities and rewrites the advertisement in plain language, stating travel expectations, supervision, development, scheduling, and reasonable-adjustment procedures. It partners with nursing schools, professional networks, return-to-practice programs, and community organizations.

The selection system uses an eligibility screen, a short written prioritization exercise, and a structured interview with behaviorally anchored ratings. All candidates receive the same core questions. Panelists rate independently before discussion. The organization verifies registration and qualifications at the shortlist stage, obtains consent for relevant checks, and creates an escalation pathway for discrepancies. A human reviewer examines any automated résumé flag.

Outcome

In this illustrative case, the organization reduces late-stage withdrawals, identifies that one advertising channel produces many applicants but few eligible candidates, and discovers that a rigid experience preference had excluded qualified return-to-practice applicants. It does not simply maximize application volume; it improves the quality, fairness, and safety of the decision process.

Learning points

1. More applicants do not necessarily mean better recruitment.
2. Honest job information is an ethical and operational control.
3. Early verification reduces wasted effort and appointment risk.
4. Structured methods improve comparability and auditability.
5. Inclusion is strengthened by removing irrelevant barriers, not by removing essential standards.
6. Recruitment metrics must be connected to downstream outcomes.

Challenges and Limitations

Health-care recruitment operates under scarcity, urgent vacancies, competition, migration constraints, burnout, and uneven geographic distribution. Speed pressures can encourage shortcuts, yet rushed hiring may increase turnover, unsafe practice, and agency dependence. Conversely, excessive bureaucracy can deter excellent candidates.

Selection methods also have limits. Interviews are samples of behavior rather than complete forecasts. Work samples may disadvantage candidates unfamiliar with the organization’s procedures. References can be inflated or constrained by confidentiality. Tests may privilege language, test-taking familiarity, or access to preparation. Diversity metrics may be unstable in small samples, and performance outcomes can reflect staffing, supervision, and workload as much as individual capability.

The appropriate response is not to seek a perfect instrument. It is to use job analysis, multiple relevant forms of evidence, structured administration, reasonable accommodation, human review, and continuous evaluation. Managers should revise the system when evidence shows that a criterion is irrelevant, a process is inequitable, or a safety control is insufficient.

Contemporary Developments and Best Practices

Current practice increasingly emphasizes skills-based hiring, internal mobility, flexible work design where clinically feasible, candidate experience, responsible international recruitment, and workforce diversity. Organizations are also using talent communities to maintain relationships with potential candidates rather than treating every vacancy as a new search.

Best practice includes:

• appointing a selection process owner;
• reviewing job criteria annually or when the role changes;
• training interviewers and certifying panel competence;
• publishing realistic job information;
• using structured scoring and independent ratings;
• providing accessible assessment and reasonable adjustments;
• verifying credentials before unsupervised practice;
• auditing outcomes at each funnel stage;
• conducting privacy, legal, and bias reviews for technology;
• evaluating early performance, retention, and safety outcomes;
• retaining records according to applicable law and policy.

The strategic test is simple: can the organization explain why each requirement exists, how each assessment relates to safe performance, how candidates are treated equitably, and how the system is improved when evidence reveals a problem?

Chapter Summary

Talent sourcing, recruitment, and selection form an integrated health-care workforce system. Effective practice begins with job analysis and a realistic competency profile, followed by truthful employer branding and inclusive sourcing. Screening should distinguish mandatory eligibility from preferred attributes and should rely on documented, job-related evidence.

Validity concerns the defensibility of interpretations from assessment evidence, while reliability concerns consistency. Structured interviews, work samples, knowledge tests, situational judgment exercises, and reference checks can contribute useful evidence when carefully designed and combined proportionately. Selection-rate analysis can identify possible adverse impact, but it is a diagnostic indicator rather than a complete legal conclusion.

Credential, licensure, identity, and background verification are essential patient-safety controls. Ethical hiring requires respect, justice, transparency, proportionality, privacy, conflict-of-interest management, and accountability. Technology and AI may improve workflow, but they require validation, human oversight, accessibility, privacy protection, and monitoring for disparate effects. Ultimately, a high-quality hiring system is not the fastest or most automated system; it is one that selects people capable of safe, effective, inclusive, and sustainable health-care practice through fair and defensible procedures.

Key Terms

Adverse impact: Disproportionate exclusion of a legally or socially protected group at a selection stage.

Applicant-tracking system: Software used to manage recruitment workflow and applicant information.

Assessment centre: A structured set of exercises used to assess several competencies.

Competency: A measurable combination of knowledge, skill, behavior, and judgment related to performance.

Credential verification: Confirmation that qualifications, registration, licenses, and related claims are genuine and current.

Employer brand: The organization’s reputation and identity as a place to work.

Employee value proposition: The benefits and work experience an employer credibly offers employees.

Job analysis: Systematic study of tasks, responsibilities, context, and requirements of a job.

Reasonable adjustment: A modification that enables equitable participation by a person with a disability or other recognized need.

Reliability: Consistency of an assessment, rating, or procedure.

Selection: Evaluation and decision-making concerning appointment from an applicant pool.

Selection rate: The proportion of candidates in a group who progress or are appointed.

Selection-rate ratio: The selection rate for one group divided by the selection rate for another group.

Situational judgment test: An assessment presenting realistic work scenarios and response options.

Structured interview: An interview using consistent questions, procedures, and scoring standards.

Talent sourcing: Activities used to identify and attract potential candidates.

Validity: The degree to which evidence supports the intended interpretation and use of an assessment.

Work sample: A realistic task designed to demonstrate job-related performance.

Review Questions

Short Answer Questions

1. Distinguish talent sourcing, recruitment, screening, and selection.
2. What is the purpose of job analysis in health-care recruitment?
3. Define validity and reliability in selection assessment.
4. Why is credential verification a patient-safety control?
5. Identify two risks associated with unstructured interviews.

Long Answer Questions

1. Explain how an inclusive employer value proposition can improve attraction and retention in health care.
2. Describe the design and governance requirements of a structured interview system.
3. Discuss how validity, reliability, fairness, and adverse impact should influence selection design.
4. Evaluate the ethical and operational issues involved in criminal-record and background checks.
5. Explain how an organization can govern the use of AI in applicant screening.

Analytical / Application Questions

1. A hospital receives 400 applications for 10 nursing positions but discovers that many applicants lack current registration. Design a revised sourcing, screening, and verification process.
2. A selection panel gives different candidates different interview questions and hires mostly through employee referrals. Analyze the risks and propose a defensible alternative.
3. A résumé-screening algorithm produces lower progression rates for internationally educated applicants. Develop an investigation and corrective-action plan that protects safety, fairness, privacy, and accountability.

Multiple Choice Questions with Answers

Question 1

Which activity primarily concerns identifying and attracting potential candidates?

A. Talent sourcing

B. Credential verification

C. Probation review

D. Payroll administration

Correct Answer: A. Talent sourcing

Question 2

What is the strongest reason for using a structured interview?

A. It eliminates the need for job analysis

B. It increases consistency and comparability of evidence

C. It guarantees that the highest-scoring candidate will perform best

D. It permits different standards for different applicants

Correct Answer: B. It increases consistency and comparability of evidence

Question 3

Reliability in selection primarily refers to:

A. The legal enforceability of an employment contract

B. The consistency of an assessment or rating procedure

C. The popularity of the employer brand

D. The number of applications received

Correct Answer: B. The consistency of an assessment or rating procedure

Question 4

Which is an essential feature of responsible credential verification?

A. Relying only on a candidate’s photocopy

B. Checking claims through authoritative sources where available

C. Verifying credentials only after the employee begins unsupervised practice

D. Ignoring expiry dates when experience is extensive

Correct Answer: B. Checking claims through authoritative sources where available

Question 5

A selection-rate ratio is calculated by:

A. Dividing total applicants by total vacancies

B. Dividing one group’s selection rate by another group’s selection rate

C. Adding selection rates across all groups

D. Multiplying the interview score by the salary offer

Correct Answer: B. Dividing one group’s selection rate by another group’s selection rate

Question 6

Which interview question is behavioral?

A. What would you do if a patient deteriorated?

B. Describe a time you identified and addressed a patient-safety risk.

C. What salary do you expect?

D. Why did you apply through this website?

Correct Answer: B. Describe a time you identified and addressed a patient-safety risk.

Question 7

Which statement best describes an employee value proposition?

A. A list of minimum licensing requirements

B. The credible work experience and benefits an employer offers employees

C. A ranking of applicants by test score

D. A legal notice concerning background checks

Correct Answer: B. The credible work experience and benefits an employer offers employees

Question 8

Why can excessive reliance on employee referrals reduce inclusion?

A. Referrals always have lower validity

B. Personal networks may reproduce existing workforce patterns

C. Referrals cannot be used in health care

D. Referrals eliminate the need for interviews

Correct Answer: B. Personal networks may reproduce existing workforce patterns

Question 9

Which is an appropriate governance response to AI-supported screening?

A. Allow the vendor to make final decisions without review

B. Use the tool without monitoring because it is automated

C. Validate job-relatedness, monitor subgroup outcomes, and retain human accountability

D. Collect all available personal data to improve prediction

Correct Answer: C. Validate job-relatedness, monitor subgroup outcomes, and retain human accountability

Question 10

In the worked interview example, the weighted score for ratings 4, 5, 4, and 3 with weights 30%, 30%, 25%, and 15% is:

A. 3.15 out of 5

B. 3.85 out of 5

C. 4.15 out of 5

D. 4.75 out of 5

Correct Answer: C. 4.15 out of 5