Human Resource Information Systems

Chapter 2
HRIS Strategy, Value and Theoretical Foundations

Bachelors Program in Human Resource Management
Human Resource Information Systems   •   Bachelor

HRIS Strategy, Value and Theoretical Foundations

Introduction

A human resource information system (HRIS) is more than a digital replacement for paper personnel files. It is an organized combination of people, processes, data, technology, controls and managerial practices used to create, maintain, analyze and communicate human resource information. Contemporary HRIS platforms may support payroll, recruitment, onboarding, learning, performance management, workforce planning, employee self-service, analytics and compliance reporting.

The strategic importance of HRIS arises from the relationship between information and organizational action. Accurate and timely workforce information can help an organization control labour costs, identify capability gaps, improve employee service, support legal compliance and align talent decisions with business priorities. Conversely, a poorly designed HRIS can automate inefficient processes, reproduce bias, expose confidential information and generate unreliable reports.

The central question is therefore not simply, “Which HR technology should the organization buy?” It is, “How can HR information, technology and work practices be designed so that they contribute to organizational objectives?” Answering this question requires strategic analysis and an understanding of several theoretical foundations: systems theory, sociotechnical theory, the resource-based view (RBV) of the firm and information-systems success models.

Learning Objectives

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

  1. Explain the strategic role and major components of an HRIS.
  2. Apply systems theory and sociotechnical theory to HRIS design and implementation.
  3. Use the resource-based view to evaluate whether HRIS capabilities can create sustained value.
  4. Apply information-systems success criteria to assess HRIS effectiveness.
  5. Analyze strategic fit, benefits, costs, risks and return on investment.
  6. Recommend governance and implementation practices for responsible HRIS use.

1. HRIS as a Strategic Organizational Capability

An HRIS usually contains five interdependent components:

ComponentMeaning in an HRIS context
Hardware and infrastructureDevices, servers, networks, cloud services and security infrastructure
SoftwareApplications that process HR transactions, workflows and analytics
DataEmployee, job, organizational, compensation, attendance and learning records
PeopleHR professionals, managers, employees, IT specialists, vendors and analysts
Processes and controlsWorkflows, policies, approvals, access rules, audit procedures and governance

An HRIS creates value through several mechanisms. First, it improves administrative efficiency by reducing duplicate data entry and automating routine transactions. Second, it increases information quality by creating shared definitions and standardized records. Third, it supports managerial decision-making through dashboards, reports and workforce analytics. Fourth, it improves employee access to services such as leave requests, payslips and learning records. Finally, it may support strategic capabilities, including workforce planning and skills-based deployment.

Strategic value should not be confused with technological sophistication. A complex platform does not necessarily produce better outcomes. Strategic value depends on fit among the organization’s strategy, HR policies, work processes, employee capabilities and technology. A small organization emphasizing personal service may gain little from an expensive system designed for multinational workforce complexity. A rapidly growing technology firm, by contrast, may need integrated recruiting, skills data and workforce planning to scale effectively.

Strategic alignment

Strategic alignment exists when HRIS objectives and capabilities support both HR strategy and business strategy. Alignment can be considered at three levels:

  • Vertical alignment: HRIS supports business priorities such as growth, cost leadership, innovation or service quality.
  • Horizontal alignment: HRIS modules and HR practices use compatible definitions, processes and data.
  • Operational alignment: System workflows fit the actual responsibilities, skills and behaviour of users.

For example, if a business competes through innovation, its HRIS might support skills inventories, internal mobility, collaborative learning and project-based workforce planning. If it competes through operational efficiency, the emphasis may be on standardized processes, scheduling, absence management and labour-cost reporting.

A useful strategic-fit sequence is:

  1. Identify business objectives and environmental pressures.
  2. Translate them into HR capabilities and workforce requirements.
  3. Identify information and process gaps.
  4. Define HRIS capabilities that address those gaps.
  5. Establish measurable outcomes and governance controls.
  6. Review whether the system continues to support changing strategy.

2. Systems Theory and HRIS

Systems theory views an organization as a set of interdependent elements that interact with one another and with the external environment. An HRIS can therefore be analyzed as an open system rather than as an isolated software product.

A basic systems model contains inputs, transformation processes, outputs and feedback. Inputs include employee data, organizational structures, legal requirements, business plans and user requests. Transformation includes data validation, workflow processing, calculations, reporting and analysis. Outputs include payroll information, staffing reports, performance records, compliance submissions and managerial decisions. Feedback includes user complaints, audit findings, performance measures and changes in business requirements.

System performance = f(inputs, processes, people, technology, controls, environment)

This is a conceptual relationship, not a statistical equation. It means that system performance depends on the combined influence of these elements; it should not be interpreted as a precise calculation unless variables have been operationalized and measured.

Systems theory highlights several important principles:

Interdependence

A change in one HRIS component can affect others. Changing the job classification structure may alter recruitment reporting, compensation analysis, workforce planning and access permissions. Implementing employee self-service may reduce HR administrative work but increase the need for clear policies and user support.

Boundaries and interfaces

Every system has boundaries, but HRIS boundaries are rarely complete. An HRIS may exchange data with finance, identity management, timekeeping, learning platforms, applicant-tracking systems and government reporting systems. Poorly designed interfaces can create duplicate records, delayed updates and inconsistent definitions.

Feedback and control

Feedback allows an organization to detect deviations from expected performance. Examples include failed payroll validation, unusually high turnover in a department, low employee adoption or an increase in unauthorized access attempts. Controls should not merely detect errors; they should support corrective action.

Emergence

System outcomes may emerge from interactions among components rather than from any single component. A technically reliable system may still produce poor decisions if managers misunderstand reports or if data definitions vary across departments.

Equifinality

Different combinations of technology, people and processes may achieve similar outcomes. An organization does not need to copy another organization’s HRIS architecture. It should select an arrangement appropriate to its scale, strategy, regulation, workforce and resources.

Systems thinking prevents a common implementation error: treating HRIS as an isolated IT project. The system should instead be evaluated according to the quality of the wider organizational process it supports.

3. Sociotechnical Theory

Sociotechnical theory argues that organizational performance depends on the joint optimization of social and technical systems. The technical system includes software, databases, integrations, algorithms and infrastructure. The social system includes roles, authority, skills, culture, communication, incentives and informal work practices.

A system may fail when either side is ignored. For example, an organization may install a technically capable performance-management platform but fail to train managers, clarify rating expectations or allocate time for meaningful feedback. The software functions correctly, yet the social system prevents the intended benefits.

Implications for HRIS design

User participation. HR professionals, managers, employees, payroll staff, compliance officers and IT specialists should contribute to requirements analysis. Participation improves practical fit and helps reveal informal processes that documentation may miss.

Job and role redesign. Automation can remove repetitive work but may also change decision authority. HR staff may move from data entry toward advisory and analytical roles. These changes require training and revised performance expectations.

Usability and accessibility. A system that is difficult to navigate, inaccessible to employees with disabilities or poorly adapted to mobile work may reduce adoption and increase workarounds.

Local flexibility and standardization. Standardization improves data comparability, while excessive standardization may ignore legitimate differences among business units, jurisdictions or occupational groups. Good design identifies which processes must be common and where controlled variation is appropriate.

Workload and well-being. Digital monitoring, automated notifications and continuous performance tracking may create stress or perceptions of surveillance. Sociotechnical evaluation therefore includes employee experience and psychological consequences, not only efficiency.

A practical sociotechnical review asks:

  • Who performs each process before and after implementation?
  • What decisions become automated, assisted or escalated?
  • Which skills will users need?
  • What informal workarounds might emerge?
  • How will employees challenge or correct inaccurate information?
  • Does the system support dignity, autonomy and fair treatment?

4. The Resource-Based View and HRIS Value

The resource-based view explains competitive advantage through an organization’s resources and capabilities. Resources may be physical, financial, human, organizational or technological. A resource is more strategically valuable when it is valuable, rare, difficult to imitate and supported by the organization. This logic is often summarized as the VRIO framework:

QuestionHRIS interpretation
Valuable?Does the capability exploit opportunities or reduce threats?
Rare?Is it uncommon among relevant competitors?
Inimitable?Is it difficult to copy because of history, relationships, complexity or causal ambiguity?
Organized?Is the organization structured to capture its value?

A standard cloud HRIS is usually valuable but not rare or difficult to imitate. Competitors may purchase similar software. The strategic advantage may therefore arise from complementary capabilities: high-quality workforce data, distinctive analytics expertise, trusted employee relationships, effective governance, integrated processes and a culture of evidence-based decision-making.

This distinction is important. Technology may be an enabling resource, while the real capability lies in how people configure, interpret and use it. For instance, two organizations may use the same analytics platform, but one may make better workforce decisions because it has stronger data definitions, managerial capability and ethical controls.

The RBV also exposes limitations. Not every HRIS investment creates competitive advantage. Some systems are necessary simply to meet regulatory or operational requirements. Their value may be defensive—avoiding errors, penalties or service failures—rather than a source of differentiation.

5. Information-Systems Success Models

Information-systems research commonly evaluates success through multiple dimensions rather than a single measure. The DeLone and McLean information-systems success model identifies relationships among system quality, information quality, service quality, use or intention to use, user satisfaction, net benefits and, in later formulations, broader effects.

Applied to HRIS:

  • System quality: reliability, response time, usability, availability, security and interoperability.
  • Information quality: accuracy, completeness, timeliness, consistency, relevance and appropriate level of detail.
  • Service quality: quality of implementation support, training, help-desk response and vendor assistance.
  • Use: frequency, breadth and appropriateness of system use.
  • User satisfaction: users’ evaluation of whether the system meets their needs.
  • Net benefits: effects on efficiency, decision quality, compliance, employee experience and organizational performance.

The model cautions against treating usage alone as success. Employees may use a system because it is mandatory while finding it confusing or unhelpful. Similarly, satisfaction may be high because a system is easy to use even though the data are incomplete. Balanced evaluation is therefore essential.

A university HR department might evaluate an HRIS using a scorecard such as:

DimensionExample indicator
System qualityAvailability percentage, error rate, average response time
Information qualityPercentage of records complete and validated
Service qualityAverage resolution time for support requests
UseProportion of managers completing workflows electronically
SatisfactionSurvey score by user group
Net benefitsProcessing time saved, error reduction, decision improvements

These indicators should be interpreted together and disaggregated where appropriate. A high overall average can conceal poor experiences among hourly workers, remote employees or users with accessibility needs.

6. Benefits, Costs and Risks

Benefits

HRIS benefits can be classified as tangible, intangible, direct and indirect.

Operational benefits include reduced data entry, shorter processing times, fewer payroll errors and improved record retrieval. Managerial benefits include better workforce visibility, faster approvals and more consistent reporting. Strategic benefits include improved workforce planning, identification of critical skills and stronger alignment between talent decisions and business priorities. Employee benefits include easier access to information, transparent workflows and more consistent service.

Benefits should be expressed as outcomes rather than features. “The system provides a dashboard” is a feature. “Managers identify vacancies and skills gaps earlier, reducing avoidable overtime” is a potential outcome.

Costs

Costs may include:

  • software licensing or subscription fees;
  • implementation and configuration;
  • data cleansing and migration;
  • integration and cybersecurity controls;
  • training and communications;
  • temporary productivity losses during transition;
  • internal project-team time;
  • ongoing support, upgrades and vendor management; and
  • costs of changing policies and processes.

Total cost of ownership (TCO) considers both initial and continuing costs. A low purchase price does not necessarily imply low TCO, particularly if integrations, customization or support are expensive.

Risks

Important risks include inaccurate or duplicated data, privacy breaches, cyberattacks, vendor lock-in, poor adoption, algorithmic bias, excessive surveillance, service interruption and noncompliance with employment or data-protection law. Risk analysis should consider likelihood, impact, affected stakeholders and available controls.

A basic risk-prioritization score is sometimes expressed as:

Risk score = likelihood × impact

Likelihood and impact must be defined on compatible scales, such as 1 to 5. The result is a prioritization aid, not an objective probability or a complete risk measure. It does not capture uncertainty, interdependence or the effectiveness of controls unless those factors are separately assessed.

7. Return on Investment and Business Case Analysis

A business case should distinguish financial returns from nonfinancial value. A common simple ROI expression is:

ROI = (total benefits − total costs) ÷ total costs × 100%

Benefits and costs must be measured over the same period and expressed in the same currency. The simple ROI measure does not account for the timing of cash flows, inflation, taxation or risk. For projects with substantial multi-year cash flows, discounted cash-flow methods such as net present value are more appropriate.

NPV = ∑[t=0 to n] CFt ÷ (1 + r)t

Here, CFt is the net cash flow in period t, r is the discount rate per period, and n is the final period. The discount rate should reflect the organization’s required return and relevant risk assumptions. Cash flows must be measured consistently, for example in currency units per year. A project is financially attractive under the stated assumptions when its NPV is positive, although strategic, ethical and legal considerations remain important.

Worked example: simple ROI

An organization estimates that a new HRIS will produce annual benefits of $180,000 through reduced processing time, fewer errors and lower external-reporting costs. First-year implementation and training costs are $120,000, while annual support costs are $40,000. Over the first year, total benefits are $180,000 and total costs are $160,000.

ROI = ($180,000 − $160,000) ÷ $160,000 × 100% = 12.5%

The result is a first-year simple ROI of 12.5%. This calculation excludes nonfinancial benefits, future benefits, taxes, financing and the time value of money. It should therefore be presented as an assumption-dependent indicator, not as proof that the investment will succeed.

A strong business case also tests sensitivity. If adoption is slower than expected, benefits may decline. If implementation takes longer, costs may increase. Scenario analysis can compare optimistic, expected and conservative assumptions.

8. Strategic Evaluation Framework

A practical HRIS evaluation can combine the theories in this chapter:

  1. Strategic diagnosis: What business and HR outcomes are required?
  2. Systems mapping: What inputs, processes, outputs, interfaces and feedback loops are involved?
  3. Sociotechnical assessment: How will roles, skills, culture, workload and employee experience change?
  4. Capability assessment: Which resources are valuable, distinctive and supported by the organization?
  5. Success measurement: How will system, information, service, use, satisfaction and net benefits be evaluated?
  6. Economic analysis: What are the TCO, expected benefits, ROI, NPV and sensitivity to assumptions?
  7. Risk and governance review: How will privacy, security, fairness, accountability and continuity be protected?
  8. Implementation planning: How will data, processes, training, communication and change be managed?

This framework encourages balanced decisions. A project should not proceed solely because a vendor offers attractive functionality, nor should it be rejected solely because benefits are difficult to quantify. Evidence should combine financial analysis, operational measures, stakeholder experience and strategic judgment.

9. Governance, Ethics and Regulation

HRIS data are particularly sensitive because they may reveal identity, compensation, health information, performance, family circumstances, attendance and disciplinary history. Governance should establish who may collect, view, change, share and delete information, and for what legitimate purpose.

Core governance practices include data minimization, purpose limitation, role-based access, strong authentication, encryption, retention schedules, audit trails, incident response and periodic access reviews. Data-quality controls should identify missing, inconsistent or outdated records. Employees should have appropriate channels to question inaccurate information and understand significant decisions affecting them.

Artificial intelligence and predictive analytics require additional scrutiny. A model that predicts turnover or recommends candidates may reproduce historical discrimination if training data reflect unequal treatment. Organizations should document data sources, intended use, limitations, validation procedures and human oversight. Automated recommendations should not be treated as neutral facts. Decision-makers remain responsible for examining context, adverse effects and reasonable alternatives.

Regulatory obligations vary by jurisdiction, but commonly involve employment law, privacy and data protection, records management, accessibility, cybersecurity and sector-specific requirements. Compliance is a minimum standard; ethical HRIS management also considers dignity, transparency, proportionality and distributive fairness.

10. Implementation and Change Management

Implementation is an organizational change process. A technically successful installation can still fail if employees do not understand its purpose or cannot perform their work effectively.

Best practices include:

  • establish executive sponsorship without excluding employee representation;
  • define business outcomes before selecting functionality;
  • document current and desired processes;
  • cleanse and validate data before migration;
  • minimize unnecessary customization;
  • pilot high-risk workflows;
  • provide role-specific training and accessible support;
  • communicate how data will be used;
  • monitor adoption, errors, service quality and unintended consequences; and
  • conduct post-implementation reviews and continuous improvement.

Implementation should use clear ownership. A steering group can set priorities and resolve cross-functional issues; process owners can define requirements; data owners can approve definitions and access; IT can manage architecture and security; HR can oversee policy and employee impact.

Applied Case: Northstar Components HRIS Renewal

The following is a fictional illustrative case.

Background

Northstar Components is a manufacturing organization with 2,400 employees across three sites. Its HR records are held in separate payroll, recruitment and spreadsheet systems. Managers receive different turnover reports, and employee job codes are inconsistent across locations.

Problem

The company plans to expand production but cannot reliably identify critical skills, vacancies or overtime costs. Payroll corrections are frequent, employees have limited self-service access, and HR staff spend substantial time reconciling records. Senior leaders propose buying an integrated cloud HRIS.

Analysis

A systems analysis identifies fragmented inputs, weak interfaces and limited feedback. A sociotechnical analysis finds that supervisors rely on informal paper practices and that some employees have limited computer access. The RBV analysis concludes that the software itself will not be rare, but standardized job architecture, accurate skills data and analytical capability could become valuable organizational capabilities. The information-systems success model highlights the need to measure data quality and adoption, not merely installation.

The project team estimates first-year benefits of $420,000. First-year costs are $350,000, including implementation, migration, training and support. The simple ROI is:

ROI = ($420,000 − $350,000) ÷ $350,000 × 100% = 20%

The team also identifies risks: poor data migration, manager resistance, privacy concerns and exclusion of employees without regular computer access.

Approach and solution

Northstar first establishes common job and employee-data definitions. It pilots employee self-service at one site, provides kiosk access for production employees, and trains supervisors using realistic scheduling and absence scenarios. Access is role-based, sensitive fields are restricted, and employees receive a process for correcting records. The organization introduces a dashboard showing vacancy age, overtime, absence and critical-skill coverage, with definitions published beside each measure.

Outcome

After six months, processing time and duplicate data entry decline, while reporting consistency improves. Adoption is lower among some production employees, leading Northstar to retain assisted HR service and add kiosk training. The project is judged successful not because every process is fully automated, but because data quality, service access and workforce visibility improve without abandoning affected users.

Learning points

  1. Integration must address definitions and processes, not only interfaces.
  2. Technology value depends on complementary organizational capabilities.
  3. Financial ROI should be combined with quality, adoption, inclusion and risk measures.
  4. User participation exposes practical barriers that technical specifications may miss.
  5. Responsible governance is part of strategic value, not an administrative afterthought.

Contemporary Developments

Cloud delivery has reduced the need for organizations to maintain all infrastructure themselves, but it increases the importance of vendor governance, data residency, service-level agreements and exit planning. People analytics is expanding from descriptive reporting toward prediction and recommendation, making data quality, model validation and ethical oversight more important. Skills-based organizations are using HRIS data to support internal mobility, project staffing and learning pathways. Generative AI may assist with drafting job descriptions, answering employee questions or summarizing workforce information, but outputs require human review because they may be inaccurate, biased or based on unauthorized information.

The strategic direction of HRIS is therefore toward greater integration and intelligence, accompanied by greater responsibility. Organizations must ask not only whether a system can perform a task, but whether the task should be automated, what evidence supports the output, who may be harmed and how accountability will be maintained.

Chapter Summary

An HRIS is an integrated sociotechnical system comprising technology, data, people, processes and controls. Its strategic value depends on alignment with business and HR objectives rather than on the number of features it contains. Systems theory explains interdependence, interfaces, feedback and the importance of viewing HRIS within its organizational environment. Sociotechnical theory emphasizes joint optimization of technology and human work, including participation, usability, skills and well-being. The resource-based view shows that common software rarely creates sustained advantage by itself; distinctive value may arise from complementary data, analytics, governance and organizational capabilities. Information-systems success models encourage evaluation of system quality, information quality, service quality, use, satisfaction and net benefits.

HRIS decisions should consider operational and strategic benefits, total costs, implementation risks, simple ROI and, where appropriate, discounted cash flow. Financial measures must be supplemented by employee experience, data quality, inclusion, compliance and ethical analysis. Effective implementation requires strong governance, accurate data, user participation, change management, privacy protection, security and responsible treatment of AI-supported decisions.

Key Terms

HRIS: An integrated system for managing, processing and using human resource information.

Strategic alignment: The degree to which HRIS capabilities support business and HR objectives.

Systems theory: A perspective that examines interdependent components, boundaries, inputs, processes, outputs and feedback.

Open system: A system that exchanges information, resources or energy with its environment.

Sociotechnical theory: The view that organizational performance depends on the joint optimization of social and technical systems.

Resource-based view: A theory explaining advantage through valuable organizational resources and capabilities.

VRIO: A framework assessing whether resources are valuable, rare, difficult to imitate and supported by the organization.

System quality: The reliability, usability, security, availability and technical performance of an information system.

Information quality: The accuracy, completeness, timeliness, consistency and relevance of information.

Service quality: The quality of support, training, implementation assistance and vendor service.

Net benefits: The positive and negative effects produced by an information system.

Total cost of ownership: The full initial and ongoing cost of acquiring, operating, supporting and retiring a system.

Return on investment: A ratio comparing net benefits with costs, commonly expressed as a percentage.

Net present value: The present value of future net cash flows after applying a discount rate.

Data governance: Policies, roles and controls governing the quality, access, use, security and retention of data.

Strategic capability: An organizational ability that supports important objectives and may be difficult for competitors to reproduce.

People analytics: The use of workforce data and analytical methods to inform HR and organizational decisions.

Role-based access: Restricting system permissions according to a user’s job responsibilities.

Algorithmic bias: Systematic and unfair differences in automated or data-supported outcomes.

Change management: The structured process of preparing, supporting and evaluating people during organizational change.

Review Questions

Short Answer Questions

  1. What are the five major components of an HRIS?
  2. Distinguish vertical alignment from horizontal alignment.
  3. What does sociotechnical theory contribute to HRIS implementation?
  4. Why may an HRIS create operational value without creating sustained competitive advantage?
  5. Identify three dimensions of information-systems success.

Long Answer Questions

  1. Explain how systems theory can improve the analysis and design of an HRIS.
  2. Discuss the relevance of the resource-based view to HRIS strategy, using the VRIO framework.
  3. Explain why employee participation and usability are important in sociotechnical HRIS design.
  4. Compare tangible and intangible HRIS benefits and explain how each may be evaluated.
  5. Discuss the governance and ethical issues associated with HRIS analytics and artificial intelligence.

Analytical / Application Questions

  1. An organization has purchased a reliable HRIS, but managers continue using spreadsheets and report inconsistent workforce figures. Use systems theory and the information-systems success model to diagnose the problem and recommend measures.
  2. A proposed HRIS costs $250,000 in its first year and is expected to produce $310,000 in measurable benefits. Calculate the simple ROI and explain two limitations of the result.
  3. Design an evaluation plan for an HRIS implementation in a hospital. Include strategic-fit measures, sociotechnical considerations, data-governance controls and at least four success indicators.

Multiple Choice Questions with Answers

Question 1

Which statement best describes strategic alignment in an HRIS context?

A. Selecting the system with the greatest number of features

B. Ensuring HRIS capabilities support business and HR objectives

C. Allowing each department to define data independently

D. Replacing all human HR decisions with automation

Correct Answer: B. Ensuring HRIS capabilities support business and HR objectives

Question 2

What does systems theory emphasize when analyzing an HRIS?

A. The independence of every software module

B. The interdependence of system components and their environment

C. The superiority of technical measures over social measures

D. The elimination of organizational feedback

Correct Answer: B. The interdependence of system components and their environment

Question 3

Which is a sociotechnical design principle?

A. Ignoring informal work practices

B. Optimizing technology without changing roles

C. Jointly considering technical processes and human work

D. Restricting requirements analysis to software engineers

Correct Answer: C. Jointly considering technical processes and human work

Question 4

Under the resource-based view, which capability is most likely to be difficult to imitate?

A. A standard cloud HRIS available to competitors

B. A generic employee database

C. A distinctive combination of trusted workforce data, analytics expertise and governance

D. A publicly available payroll template

Correct Answer: C. A distinctive combination of trusted workforce data, analytics expertise and governance

Question 5

Which of the following is an information-quality characteristic?

A. Completeness

B. Brand recognition

C. Office location

D. Hardware colour

Correct Answer: A. Completeness

Question 6

An HRIS project has total benefits of $180,000 and total costs of $150,000. What is its simple ROI?

A. 16.7%

B. 20.0%

C. 30.0%

D. 83.3%

Correct Answer: B. 20.0%

Question 7

Which cost is part of total cost of ownership?

A. Only the initial purchase price

B. Only annual licensing fees

C. Implementation, support, upgrades and retirement-related costs

D. Only employee salaries

Correct Answer: C. Implementation, support, upgrades and retirement-related costs

Question 8

Why should system usage not be treated as the only measure of HRIS success?

A. Users may be required to use a system even when it produces poor outcomes

B. Usage cannot ever be measured

C. Usage is unrelated to implementation

D. Users never influence system value

Correct Answer: A. Users may be required to use a system even when it produces poor outcomes

Question 9

Which control most directly limits access to sensitive HR data according to job responsibilities?

A. Role-based access

B. Public reporting

C. Unlimited administrator access

D. Removal of audit trails

Correct Answer: A. Role-based access

Question 10

What is a major ethical concern when using AI for workforce decisions?

A. The possibility of reproducing historical discrimination in recommendations

B. The fact that data can be stored electronically

C. The use of standardized job titles

D. The existence of employee training

Correct Answer: A. The possibility of reproducing historical discrimination in recommendations

Human Resource Information Systems
Chapter 2 of 14